{ "cells": [ { "cell_type": "markdown", "id": "00726084", "metadata": {}, "source": [ "# Generate Mie Spectra\n", "This notebook is used to generate mie spectra for a power-law size distribution defined by a minimum radius cut off, maximum radius cut off and a power law index. \n", "The spectra will have the following shape: \n", "- 676 combinations of size parameters defined by \n", " - min radius = 0.1 micron \n", " - max radius = 2.0 to 4.5 micron \n", " - power index = -1.0 to -3.5 \n", " For each combination of size parameters there are:\n", " - 32 scattering angles \n", " For each scattering angle there are:\n", " - 240 wavelength values\n", "\n", "pymiescatt libaray is used to generate this mie spectra. \n", "Function SF_SD is used since we consider a power-law size distribution. \n", "\n", "### Do not run this whole notebook without going through the code as one of the cells take over 8 hours to execute." ] }, { "cell_type": "code", "execution_count": 2, "id": "91a69e47", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import math\n", "import matplotlib.pyplot as plt\n", "import PyMieScatt as ps\n", "import idlsave\n", "import os\n", "import time\n", "plt.rcParams.update({'font.size': 16})" ] }, { "cell_type": "markdown", "id": "5545bed2", "metadata": {}, "source": [ "## 1. Consolidate Wavelengths\n", "Read the wavelength and refractive index values from the standard file. \n", "Read the wavelengths that correspond to the plume observations. \n", "Remove outliers that correspond to saturated filters from the plume wavelength values. \n", "Remove the first 97 channels that belong to lower wavelength ranges. \n", "\n", "We want to consolidate the mie wavelengths and mie wavelengths. \n", "Mie wavelengths begin at 1.1111962 micron. \n", "Remove plume wavelength lower than the above value. \n", "\n", "For the next step find mie wavelengths that are closest to each plume wavelength value. \n", "Store the corresponding indices. \n", "\n", "Then reduce the mie wavelengths and refractive indices to the relevant indices corresponding to plume wavelengths.\n", " " ] }, { "cell_type": "code", "execution_count": 25, "id": "96029a6d", "metadata": { "scrolled": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Mie Wavelengths (in micron): [1.1111962 1.1113154 1.1114346 1.1115538 1.111673 1.1117923 1.1119116\n", " 1.1120309 1.1121503 1.1122696]\n", "Size of mie wavelength before: 1014033\n", "\n", "Real refractive index: [1.3124894 1.3124878 1.3124859]\n", "Size of real refractive index: 1014033\n", "\n", "Imaginary refractive index: [1.5059199e-06 5.0400914e-07 1.4254282e-06]\n", "Size of imaginary refractive index: 1014033\n", "\n", "Plume wavelength before: [0.900753 0.916924 0.933078 0.949803 0.965683]\n", "Size of plume wavelength before: 253\n", "\n", "Plume wavelength after: [1.11396 1.13024 1.14695 1.1637 1.17996]\n", "Size of plume wavelength after: 240\n", "\n", "Size of mie wavelength after: 240\n", "Size of real refactive index after: 240\n", "Size of imaginary refractive index after: 240\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "#Open file that contains wavelength and the refractive index values corresponding to each wavelength\n", "#Refractive index has two parts: real and imaginary.\n", "with open('100.txt', 'r') as f:\n", " lines = f.readlines()\n", "mie_wave = np.zeros(len(lines)) #to store wavelength \n", "ref_real = np.zeros(len(lines)) #to store real refractive index\n", "ref_imag = np.zeros(len(lines)) #to store imaginary refractive index\n", "i = 0\n", "lines = lines[1:8637]\n", "for line in lines:\n", " line = line.rstrip(\"\\n\")\n", " mie_wave[i] = float(line.split(\",\")[2]) \n", " ref_real[i] = float(line.split(\",\")[3]) \n", " ref_imag[i] = float(line.split(\",\")[4]) \n", " i += 1\n", "mie_wave = np.array(mie_wave)\n", "print(\"Mie Wavelengths (in micron):\", mie_wave[:10])\n", "print(\"Size of mie wavelength before:\", len(mie_wave))\n", "print(\"\\nReal refractive index:\", ref_real[:3])\n", "print(\"Size of real refractive index:\", len(ref_real))\n", "print(\"\\nImaginary refractive index:\", ref_imag[:3])\n", "print(\"Size of imaginary refractive index:\", len(ref_imag))\n", "\n", "\n", "#Wavelengths corresponding to plume observations\n", "#The second column in the files refers to wavelength\n", "with open('wavelength_vims.txt', 'r') as f:\n", " lines = f.readlines()\n", "plume_wave = [float(line.split()[1]) for line in lines] \n", "#Remove outliers from the wavelength range where filter is saturated\n", "spect_outlier = [118, 330]\n", "n = 1\n", "for i in range(len(spect_outlier)):\n", " del plume_wave[spect_outlier[i] - n] #n is subtracted to account for index shift after every iteration\n", " n = n+1 #as values are removed the index gets shifted by one each time. Update n to account for this shift\n", "\n", "#Focus on the IR-channel and remove first 97 channels of wavelength\n", "plume_wave = np.array(plume_wave[97:])\n", "\n", "#Wavelenths available for mie spectra begin at 1.1111962\n", "#Plume wavelengths before this value have to be removed\n", "print(\"\\nPlume wavelength before:\", plume_wave[:5])\n", "print(\"Size of plume wavelength before:\", len(plume_wave))\n", "difference_array = np.absolute(plume_wave - 1.1111962)\n", "limit_index = difference_array.argmin()\n", "plume_wave = plume_wave[limit_index:]\n", "print(\"\\nPlume wavelength after:\", plume_wave[:5])\n", "print(\"Size of plume wavelength after:\", len(plume_wave))\n", "\n", "#Now the mie wavelength and plume wavelength should match in order for our comparison to work\n", "mie_index = []\n", "for i in range(len(plume_wave)):\n", " # calculate the difference array\n", " difference_array = np.absolute(mie_wave - plume_wave[i])\n", " # find the index of minimum element from the array\n", " mie_index.append(difference_array.argmin())\n", " #print(\"mie_w =\", mie_wave[mie_index[i]], \"\\n\")\n", "#np.savetxt('wavelength_index.txt', mie_index, fmt='%i')\n", "\n", "\n", "#Save the relevant mie wavelength and refractive index correspoding to plume observations\n", "mie_wave_rel = mie_wave[mie_index]\n", "ref_real_rel = ref_real[mie_index]\n", "ref_imag_rel = ref_imag[mie_index]\n", "\n", "print(\"\\nSize of mie wavelength after:\", len(mie_wave_rel))\n", "print(\"Size of real refactive index after:\", len(ref_real_rel))\n", "print(\"Size of imaginary refractive index after:\", len(ref_imag_rel))\n", "\n", "#Plot mie and plume wavelengths\n", "plt.plot(mie_wave_rel, color = 'blue', label = 'Mie Wavelength')\n", "plt.plot(plume_wave, color = 'orange', label = 'Plume wavelength', alpha = 0.7)\n", "plt.legend()\n", "plt.show()\n", "\n", "#They perfectly coincide!\n", "#save mie wavelengths\n", "#np.savetxt('mie_wavelength.txt', mie_wave_rel)\n", "#save plume wavelengths\n", "#np.savetxt('plume_wavelength.txt', plume_wave)\n", "#convert mie wavellength from micron to nanometer\n", "mie_wave_rel_nm = mie_wave_rel*1000" ] }, { "cell_type": "markdown", "id": "5fa95175", "metadata": {}, "source": [ "## 2. Define Size parameters\n", "Minimum radius is assumed to be 0.1 $\\mu$m = 100 nm = Diamater of 200 nm \n", "Maximum radius range = 2.0 $\\mu$m to 4.5 $\\mu$m = 2000 nm to 4500 nm = Diameter of 4000 nm to 9000 nm \n", "Power law range = -1.0 to -3.5 \n", " \n", "#### Example\n", "For a size limit of min radius = 0.1 $\\mu$m to max radius of 2.0 $\\mu$m all the possible size of particles are as follows: \n", "[0.1, 0.2, 0.3, 0.4, ... 1.5, 1.6, 1.7, 1.8, 1.9, 2.0] \n", "And the correspoding number of particle are defined using the power law index. \n", "For power law index of -1, number of particles will be: \n", "[0.1^(-1), 0.2^(-1), 0.3^(-1), 0.4^(-1)....1.9^(-1), 2.0^(-1)] " ] }, { "cell_type": "code", "execution_count": 26, "id": "381d3bd7", "metadata": { "scrolled": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Minimum diameter (nm): 200\n", "Maximum diameter (nm): [4000 4200 4400 4600 4800 5000 5200 5400 5600 5800 6000 6200 6400 6600\n", " 6800 7000 7200 7400 7600 7800 8000 8200 8400 8600 8800 9000]\n", "Number of maximum diameter cut off: 26\n", "Power law index: [-1. -1.1 -1.2 -1.3 -1.4 -1.5 -1.6 -1.7 -1.8 -1.9 -2. -2.1 -2.2 -2.3\n", " -2.4 -2.5 -2.6 -2.7 -2.8 -2.9 -3. -3.1 -3.2 -3.3 -3.4 -3.5]\n", "Number of power law indices: 26\n", "Number of possible combinations for max diameter values and power law indices: 676\n", "\n", "For minimum diameter of 200 nm and max diameter of 4000 nm, \n", "particles of the following diameters exist:\n", "[ 200 400 600 800 1000 1200 1400 1600 1800 2000 2200 2400 2600 2800\n", " 3000 3200 3400 3600 3800 4000]\n", "and the particles distribution for each size:\n", "[0.01, 0.005, 0.0033333333333333335, 0.0025, 0.002, 0.0016666666666666668, 0.0014285714285714286, 0.00125, 0.0011111111111111111, 0.001, 0.0009090909090909091, 0.0008333333333333334, 0.0007692307692307692, 0.0007142857142857143, 0.0006666666666666666, 0.000625, 0.000588235294117647, 0.0005555555555555556, 0.0005263157894736842, 0.0005]\n" ] }, { "data": { "image/png": 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\n", 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "#Define size parameters in nm\n", "s_min = 200 #For min radius: diameter of 0.2 micron = 200 nm corresponds to radius of 0.1 micron\n", "s_max = np.arange(4000, 9200, 200) #Max radius varies from 0.2 micron to 4.5 micron\n", "#print(\"s2\", s2)\n", "print(\"Minimum diameter (nm):\", s_min)\n", "print(\"Maximum diameter (nm):\", s_max)\n", "print(\"Number of maximum diameter cut off:\", len(s_max))\n", "\n", "#All possible diameters between min and max values stored in a list\n", "diameters_range = []\n", "for i in range(len(s_max)):\n", " diameters_range.append(np.arange(s_min, s_max[i] + 200, 200))\n", "#print(\"dp\", dp)\n", "\n", "#power law index\n", "pw = -1*np.arange(1.0, 3.6, 0.1) #range of power law index\n", "print(\"Power law index:\", pw)\n", "print(\"Number of power law indices:\", len(pw))\n", "#print(\"pw2\", pw2)\n", "print(\"Number of possible combinations for max diameter values and power law indices:\", len(s_max)*len(pw))\n", "\n", "\n", "#Store number of particles for each size combination\n", "num_particles = [] # number of particles\n", "diameters = [] # complete set of diameters\n", "powers = [] #power index \n", "#For each power law index\n", "for power in pw:\n", " #for diameters in all possible diameter ranges\n", " for diam in diameters_range:\n", " num_particles.append([(d/2)**power for d in diam])\n", " diameters.append(diam)\n", " powers.append(power)\n", " \n", "print(f\"\\nFor minimum diameter of {s_min} nm and max diameter of {s_max[0]} nm, \\nparticles of the following diameters exist:\\n{diameters[0]}\\nand the particles distribution for each size:\\n{num_particles[0]}\")\n", "\n", "#save parameters\n", "#np.savetxt('max_radius.txt', [d[-1] for d in diameters])\n", "#np.savetxt('power_index.txt', powers)\n", "\n", "#plot some of the size distributions\n", "fig, axes = plt.subplots(4, 4, figsize = (24, 24))\n", "fig.subplots_adjust(wspace = 0.4, hspace = 0.2)\n", "k = 0\n", "for i in range(4):\n", " for j in range(4):\n", " axes[i, j].plot(diameters[k], num_particles[k], label = f'Max diameter: {diameters[k][-1]}\\nPower Index: {round(powers[k], 1)}')\n", " axes[i, j].legend()\n", " axes[i, j].set_xlim(0, 9100)\n", " axes[i, j].set_ylabel('Number of particles')\n", " axes[i, j].set_xlabel('Diameter (nm)')\n", " k += 24\n", "plt.suptitle('Particle Size distribution', y = 0.9)\n", "plt.show()\n", "\n", "#Visualize all possible size distributions together\n", "for i in range(len(num_particles)):\n", " plt.plot(diameters[i], num_particles[i])\n", "plt.title(\"All possible size distributions\")\n", "plt.ylabel(\"Number of particles\")\n", "plt.xlabel(\"Diameter (nm)\")\n", "plt.show()\n", "\n", "#Log plot to see all possible size distributions\n", "for i in range(len(num_particles)):\n", " plt.plot(diameters[i], num_particles[i])\n", "plt.title(\"All possible size distributions\")\n", "plt.ylabel(\"Number of particles (log scale)\")\n", "plt.xlabel(\"Diameter (nm)\")\n", "plt.yscale(\"log\")\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "3f486aac", "metadata": {}, "source": [ "## 3. Find out scattering angles\n", "We are studying three orbits of Enceladus: 279, 286, 290. \n", "For each orbit, a range of parameters are saved that define the observations such as \n", " - orbital phase that defines the position of Enceladus in its orbit around Saturn\n", " - Scattering angle and phase angle that defines the angle of the observation \n", " \n", "Each image/cube corresponds to one orbital phase. The cubes/images are binned to improve the signal-to-noise ratio. The parameters also need to be binned just as the images were at the same indices. These indices are read from files Images that have been summed_S... \n", "\n", "- Orbital phase and Scattering angle are binned based on the indices of binned images/cubes and saved to text files.\n", "- We alse identify the complete range of scattering angles for all orbits of Enceladus. The scattering angle varies from 18 to 24.4. \n", "\n", "- Mie spectra is generated for this range of scattering angles." ] }, { "cell_type": "code", "execution_count": 27, "id": "f232a1e6", "metadata": { "scrolled": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Orbit: 279\n", "29\n", "--------------------------------------------------\n", "Date: Wed Jun 24 08:19:06 2020\n", "User: mmhedman\n", "Host: sordes\n", "--------------------------------------------------\n", "Format: 12\n", "Architecture: x86_64\n", "Operating System: linux\n", "IDL Version: 8.5.1\n", "--------------------------------------------------\n", "Successfully read 16 records of which:\n", " - 13 are of type VARIABLE\n", " - 1 are of type VERSION\n", " - 1 are of type TIMESTAMP\n", "--------------------------------------------------\n", "Available variables:\n", " - command []\n", " - command2 []\n", " - files []\n", " - range []\n", " - phase []\n", " - lat []\n", " - lon []\n", " - exps []\n", " - ets []\n", " - s_lat []\n", " - s_range []\n", " - elons []\n", " - eperis []\n", "--------------------------------------------------\n", "\n", "Orbital Phase: [162.05238 162.21788 162.38336 162.54886 162.90788]\n", "Length of orbital phase before binning: 302\n", "Length of orbital phase after binning: 29\n", "\n", "Scattering Angle: [18.648407 18.6559 18.663437 18.671036 18.67868 ]\n", "Length of scattering angle before binning: 302\n", "Length of scattering angle after binning: 29 \n", "\n", "\n", "Orbit: 286\n", "27\n", "--------------------------------------------------\n", "Date: Wed Jun 24 08:10:09 2020\n", "User: mmhedman\n", "Host: sordes\n", "--------------------------------------------------\n", "Format: 12\n", "Architecture: x86_64\n", "Operating System: linux\n", "IDL Version: 8.5.1\n", "--------------------------------------------------\n", "Successfully read 16 records of which:\n", " - 13 are of type VARIABLE\n", " - 1 are of type VERSION\n", " - 1 are of type TIMESTAMP\n", "--------------------------------------------------\n", "Available variables:\n", " - command []\n", " - command2 []\n", " - files []\n", " - range []\n", " - phase []\n", " - lat []\n", " - lon []\n", " - exps []\n", " - ets []\n", " - s_lat []\n", " - s_range []\n", " - elons []\n", " - eperis []\n", "--------------------------------------------------\n", "\n", "Orbital Phase: [162.40402 162.82121 163.23729 163.6539 164.0705 ]\n", "Length of orbital phase before binning: 293\n", "Length of orbital phase after binning: 27\n", "\n", "Scattering Angle: [19.219894 19.219818 19.220047 19.220612 19.221497]\n", "Length of scattering angle before binning: 293\n", "Length of scattering angle after binning: 27 \n", "\n", "\n", "Orbit: 290\n", "23\n", "--------------------------------------------------\n", "Date: Wed Jun 24 08:14:14 2020\n", "User: mmhedman\n", "Host: sordes\n", "--------------------------------------------------\n", "Format: 12\n", "Architecture: x86_64\n", "Operating System: linux\n", "IDL Version: 8.5.1\n", "--------------------------------------------------\n", "Successfully read 16 records of which:\n", " - 13 are of type VARIABLE\n", " - 1 are of type VERSION\n", " - 1 are of type TIMESTAMP\n", "--------------------------------------------------\n", "Available variables:\n", " - command []\n", " - command2 []\n", " - files []\n", " - range []\n", " - phase []\n", " - lat []\n", " - lon []\n", " - exps []\n", " - ets []\n", " - s_lat []\n", " - s_range []\n", " - elons []\n", " - eperis []\n", "--------------------------------------------------\n", "\n", "Orbital Phase: [130.33534 130.9625 131.58961 132.21555 132.84256]\n", "Length of orbital phase before binning: 240\n", "Length of orbital phase after binning: 23\n", "\n", "Scattering Angle: [23.102615 23.059814 23.017746 22.976486 22.935913]\n", "Length of scattering angle before binning: 241\n", "Length of scattering angle after binning: 23 \n", "\n", "\n", "For the complete set of observations/all three orbits\n", "Lowest scattering angle: 18.8\n", "Highest of scattering angle: 24.23\n" ] } ], "source": [ "folder_name = [279, 286, 290]\n", "file_name_images = ['100_279', '101_286', '101_290']\n", "file_name = ['100_279_062420', '101_286_062420', '101_290_062420']\n", "nested_scatt = []\n", "for fold, file_img, file in zip(folder_name, file_name_images, file_name):\n", " \n", " print(\"Orbit:\", fold)\n", " \n", " #Read index of images that have been binned together \n", " indices = np.genfromtxt(f'Enceladus Plume_{fold}/images_binned_indices_{fold}.txt', dtype = int)\n", " print(len(indices))\n", " \n", " #Read parameters for all images in one orbit\n", " s = idlsave.read(f'Enceladus Plume_{fold}/encplume_filelist_geom_S{file}.sav')\n", " orbital_phase = s.elons - s.eperis\n", " print(\"\\nOrbital Phase:\", orbital_phase[:5])\n", " print(\"Length of orbital phase before binning:\", len(orbital_phase))\n", " #Bin orbital phase as the cubes/images were binned\n", " binned_orbital_phase = [np.mean( orbital_phase[indices[i]] ) for i in range( len(indices) )]\n", " print(\"Length of orbital phase after binning:\", len(binned_orbital_phase))\n", " #Save binned orbital phase\n", " #np.savetxt(f'Enceladus Plume_{fold}/binned_orbital_phase_{fold}.txt', binned_orbital_phase)\n", " \n", " #print(\"Phase Angle:\", s.phase[:5])\n", " #print(\"Length of Phase angles:\", len(s.phase))\n", " #Scattering angle\n", " scatt = 180 - s.phase\n", " print(\"\\nScattering Angle:\", scatt[:5])\n", " print(\"Length of scattering angle before binning:\", len(scatt))\n", " #Bin scattering angle as the cubes/images were binned\n", " binned_scatt = [np.mean( scatt[indices[i]] ) for i in range( len(indices) )]\n", " print(\"Length of scattering angle after binning:\", len(binned_scatt), \"\\n\\n\")\n", " #np.savetxt(f'Enceladus Plume_{fold}/binned_scattering_angle_{fold}.txt', binned_scatt)\n", "\n", " nested_scatt.append(binned_scatt)\n", " \n", "#What is the complete range of scattering angles for all observations?\n", "#Flatten the list of scattering angles\n", "print(\"For the complete set of observations/all three orbits\")\n", "scatt_all = np.array([element for sub_list in nested_scatt for element in sub_list])\n", "scatt_all = scatt_all.round(2)\n", "print(\"Lowest scattering angle:\", np.min(scatt_all))\n", "print(\"Highest of scattering angle:\", np.max(scatt_all))" ] }, { "cell_type": "markdown", "id": "d2bf1fb7", "metadata": {}, "source": [ "## 4. Generate mie spectra for the above defined size parameters\n", "Information needed to run the mie code function SF_SD:\n", "- Wavelength in nanometers\n", "- Refractive index in complex form corresponding to the above wavelength: real and imaginary\n", "- Range of diameters; For instance for a maximum radius of 2.0 micron, the range of diameters would be: [0.1, 0.2...1.8, 1.9, 2.0]\n", "- Number of particles for each diamater defined above: For instance for a power index of -1.0 the number of particles would be: [0.1^(-1), 0.2^(-1),....1.8^(-1), 1.9^(-1), 2.0^(-1)] \n", "- Minimum scattering angle, in our case it is 18\n", "- Maximum scattering angle, in our case it is 24.4. These values were defines using the above code that shows the range of scattering angles for plume observations.\n", "- Resolution of scattering angles = 0.2 such that scatteing angle varies as [18, 18.2, 18.4...]\n", "- The measure of scattering angle in the space = 'theta'\n", "\n", "Returns\n", "\n", "- theta :numpy.ndarray \n", "An array of the angles used in calculations. Values will be spaced according to angularResolution, and the size of the array will be (maxAngle-minAngle)/angularResolution. \n", "- SL :numpy.ndarray \n", "An array of the scattered intensity of left-polarized (perpendicular) light. Same size as the theta array. \n", "- SR :numpy.ndarray \n", "An array of the scattered intensity of right-polarized (parallel) light. Same size as the theta array. \n", "- SU :numpy.ndarray \n", "An array of the scattered intensity of unpolarized light, which is the average of SL and SR. Same size as the theta array. \n", "\n", "We are interested in SU as that defines our mie spectra. \n", "\n", "The above code is run for 676 combinations of size parameters and for each combination, there are 240 wavelengths, for each wavelength, there are 32 scattering angles. \n", "Reshape the array to see spectra in terms of wavelength. " ] }, { "cell_type": "code", "execution_count": 28, "id": "2ff35d07", "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of the spectra: 0\n", "Size distribution parameters:\n", "Maximum diameter = 4000\n", "Power index = -1.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:0 is 32.2 seconds\n", "\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Number of the spectra: 1\n", "Size distribution parameters:\n", "Maximum diameter = 4200\n", "Power index = -1.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:1 is 34.4 seconds\n", "\n", "Number of the spectra: 2\n", "Size distribution parameters:\n", "Maximum diameter = 4400\n", "Power index = -1.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:2 is 33.6 seconds\n", "\n", "Number of the spectra: 3\n", "Size distribution parameters:\n", "Maximum diameter = 4600\n", "Power index = -1.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:3 is 38.3 seconds\n", "\n", "Number of the spectra: 4\n", "Size distribution parameters:\n", "Maximum diameter = 4800\n", "Power index = -1.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:4 is 40.4 seconds\n", "\n", "Number of the spectra: 5\n", "Size distribution parameters:\n", "Maximum diameter = 5000\n", "Power index = -1.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:5 is 38.6 seconds\n", "\n", "Number of the spectra: 6\n", "Size distribution parameters:\n", "Maximum diameter = 5200\n", "Power index = -1.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:6 is 40.8 seconds\n", "\n", "Number of the spectra: 7\n", "Size distribution parameters:\n", "Maximum diameter = 5400\n", "Power index = -1.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:7 is 44.2 seconds\n", "\n", "Number of the spectra: 8\n", "Size distribution parameters:\n", "Maximum diameter = 5600\n", "Power index = -1.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:8 is 48.6 seconds\n", "\n", "Number of the spectra: 9\n", "Size distribution parameters:\n", "Maximum diameter = 5800\n", "Power index = -1.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:9 is 46.8 seconds\n", "\n", "Number of the spectra: 10\n", "Size distribution parameters:\n", "Maximum diameter = 6000\n", "Power index = -1.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:10 is 51.2 seconds\n", "\n", "Number of the spectra: 11\n", "Size distribution parameters:\n", "Maximum diameter = 6200\n", "Power index = -1.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:11 is 54.4 seconds\n", "\n", "Number of the spectra: 12\n", "Size distribution parameters:\n", "Maximum diameter = 6400\n", "Power index = -1.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:12 is 56.6 seconds\n", "\n", "Number of the spectra: 13\n", "Size distribution parameters:\n", "Maximum diameter = 6600\n", "Power index = -1.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:13 is 54.5 seconds\n", "\n", "Number of the spectra: 14\n", "Size distribution parameters:\n", "Maximum diameter = 6800\n", "Power index = -1.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:14 is 59.2 seconds\n", "\n", "Number of the spectra: 15\n", "Size distribution parameters:\n", "Maximum diameter = 7000\n", "Power index = -1.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:15 is 63.1 seconds\n", "\n", "Number of the spectra: 16\n", "Size distribution parameters:\n", "Maximum diameter = 7200\n", "Power index = -1.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:16 is 62.4 seconds\n", "\n", "Number of the spectra: 17\n", "Size distribution parameters:\n", "Maximum diameter = 7400\n", "Power index = -1.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:17 is 60.5 seconds\n", "\n", "Number of the spectra: 18\n", "Size distribution parameters:\n", "Maximum diameter = 7600\n", "Power index = -1.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:18 is 65.9 seconds\n", "\n", "Number of the spectra: 19\n", "Size distribution parameters:\n", "Maximum diameter = 7800\n", "Power index = -1.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:19 is 65.7 seconds\n", "\n", "Number of the spectra: 20\n", "Size distribution parameters:\n", "Maximum diameter = 8000\n", "Power index = -1.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:20 is 69.4 seconds\n", "\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Number of the spectra: 21\n", "Size distribution parameters:\n", "Maximum diameter = 8200\n", "Power index = -1.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:21 is 70.5 seconds\n", "\n", "Number of the spectra: 22\n", "Size distribution parameters:\n", "Maximum diameter = 8400\n", "Power index = -1.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:22 is 69.2 seconds\n", "\n", "Number of the spectra: 23\n", "Size distribution parameters:\n", "Maximum diameter = 8600\n", "Power index = -1.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:23 is 64.1 seconds\n", "\n", "Number of the spectra: 24\n", "Size distribution parameters:\n", "Maximum diameter = 8800\n", "Power index = -1.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:24 is 66.2 seconds\n", "\n", "Number of the spectra: 25\n", "Size distribution parameters:\n", "Maximum diameter = 9000\n", "Power index = -1.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:25 is 67.8 seconds\n", "\n", "Number of the spectra: 26\n", "Size distribution parameters:\n", "Maximum diameter = 4000\n", "Power index = -1.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:26 is 26.3 seconds\n", "\n", "Number of the spectra: 27\n", "Size distribution parameters:\n", "Maximum diameter = 4200\n", "Power index = -1.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:27 is 27.8 seconds\n", "\n", "Number of the spectra: 28\n", "Size distribution parameters:\n", "Maximum diameter = 4400\n", "Power index = -1.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:28 is 29.3 seconds\n", "\n", "Number of the spectra: 29\n", "Size distribution parameters:\n", "Maximum diameter = 4600\n", "Power index = -1.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:29 is 30.8 seconds\n", "\n", "Number of the spectra: 30\n", "Size distribution parameters:\n", "Maximum diameter = 4800\n", "Power index = -1.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:30 is 32.6 seconds\n", "\n", "Number of the spectra: 31\n", "Size distribution parameters:\n", "Maximum diameter = 5000\n", "Power index = -1.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:31 is 34.1 seconds\n", "\n", "Number of the spectra: 32\n", "Size distribution parameters:\n", "Maximum diameter = 5200\n", "Power index = -1.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:32 is 35.5 seconds\n", "\n", "Number of the spectra: 33\n", "Size distribution parameters:\n", "Maximum diameter = 5400\n", "Power index = -1.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:33 is 37.1 seconds\n", "\n", "Number of the spectra: 34\n", "Size distribution parameters:\n", "Maximum diameter = 5600\n", "Power index = -1.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:34 is 38.8 seconds\n", "\n", "Number of the spectra: 35\n", "Size distribution parameters:\n", "Maximum diameter = 5800\n", "Power index = -1.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:35 is 40.2 seconds\n", "\n", "Number of the spectra: 36\n", "Size distribution parameters:\n", "Maximum diameter = 6000\n", "Power index = -1.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:36 is 42.0 seconds\n", "\n", "Number of the spectra: 37\n", "Size distribution parameters:\n", "Maximum diameter = 6200\n", "Power index = -1.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:37 is 43.8 seconds\n", "\n", "Number of the spectra: 38\n", "Size distribution parameters:\n", "Maximum diameter = 6400\n", "Power index = -1.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:38 is 45.4 seconds\n", "\n", "Number of the spectra: 39\n", "Size distribution parameters:\n", "Maximum diameter = 6600\n", "Power index = -1.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:39 is 47.2 seconds\n", "\n", "Number of the spectra: 40\n", "Size distribution parameters:\n", "Maximum diameter = 6800\n", "Power index = -1.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:40 is 48.7 seconds\n", "\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Number of the spectra: 41\n", "Size distribution parameters:\n", "Maximum diameter = 7000\n", "Power index = -1.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:41 is 49.7 seconds\n", "\n", "Number of the spectra: 42\n", "Size distribution parameters:\n", "Maximum diameter = 7200\n", "Power index = -1.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:42 is 51.9 seconds\n", "\n", "Number of the spectra: 43\n", "Size distribution parameters:\n", "Maximum diameter = 7400\n", "Power index = -1.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:43 is 53.4 seconds\n", "\n", "Number of the spectra: 44\n", "Size distribution parameters:\n", "Maximum diameter = 7600\n", "Power index = -1.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:44 is 55.4 seconds\n", "\n", "Number of the spectra: 45\n", "Size distribution parameters:\n", "Maximum diameter = 7800\n", "Power index = -1.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:45 is 56.6 seconds\n", "\n", "Number of the spectra: 46\n", "Size distribution parameters:\n", "Maximum diameter = 8000\n", "Power index = -1.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:46 is 58.9 seconds\n", "\n", "Number of the spectra: 47\n", "Size distribution parameters:\n", "Maximum diameter = 8200\n", "Power index = -1.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:47 is 60.0 seconds\n", "\n", "Number of the spectra: 48\n", "Size distribution parameters:\n", "Maximum diameter = 8400\n", "Power index = -1.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:48 is 62.3 seconds\n", "\n", "Number of the spectra: 49\n", "Size distribution parameters:\n", "Maximum diameter = 8600\n", "Power index = -1.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:49 is 63.8 seconds\n", "\n", "Number of the spectra: 50\n", "Size distribution parameters:\n", "Maximum diameter = 8800\n", "Power index = -1.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:50 is 65.5 seconds\n", "\n", "Number of the spectra: 51\n", "Size distribution parameters:\n", "Maximum diameter = 9000\n", "Power index = -1.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:51 is 67.5 seconds\n", "\n", "Number of the spectra: 52\n", "Size distribution parameters:\n", "Maximum diameter = 4000\n", "Power index = -1.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:52 is 26.3 seconds\n", "\n", "Number of the spectra: 53\n", "Size distribution parameters:\n", "Maximum diameter = 4200\n", "Power index = -1.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:53 is 27.7 seconds\n", "\n", "Number of the spectra: 54\n", "Size distribution parameters:\n", "Maximum diameter = 4400\n", "Power index = -1.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:54 is 29.2 seconds\n", "\n", "Number of the spectra: 55\n", "Size distribution parameters:\n", "Maximum diameter = 4600\n", "Power index = -1.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:55 is 30.8 seconds\n", "\n", "Number of the spectra: 56\n", "Size distribution parameters:\n", "Maximum diameter = 4800\n", "Power index = -1.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:56 is 32.1 seconds\n", "\n", "Number of the spectra: 57\n", "Size distribution parameters:\n", "Maximum diameter = 5000\n", "Power index = -1.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:57 is 34.0 seconds\n", "\n", "Number of the spectra: 58\n", "Size distribution parameters:\n", "Maximum diameter = 5200\n", "Power index = -1.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:58 is 35.4 seconds\n", "\n", "Number of the spectra: 59\n", "Size distribution parameters:\n", "Maximum diameter = 5400\n", "Power index = -1.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:59 is 37.0 seconds\n", "\n", "Number of the spectra: 60\n", "Size distribution parameters:\n", "Maximum diameter = 5600\n", "Power index = -1.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:60 is 38.4 seconds\n", "\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Number of the spectra: 61\n", "Size distribution parameters:\n", "Maximum diameter = 5800\n", "Power index = -1.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:61 is 40.0 seconds\n", "\n", "Number of the spectra: 62\n", "Size distribution parameters:\n", "Maximum diameter = 6000\n", "Power index = -1.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:62 is 41.7 seconds\n", "\n", "Number of the spectra: 63\n", "Size distribution parameters:\n", "Maximum diameter = 6200\n", "Power index = -1.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:63 is 43.2 seconds\n", "\n", "Number of the spectra: 64\n", "Size distribution parameters:\n", "Maximum diameter = 6400\n", "Power index = -1.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:64 is 45.2 seconds\n", "\n", "Number of the spectra: 65\n", "Size distribution parameters:\n", "Maximum diameter = 6600\n", "Power index = -1.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:65 is 46.8 seconds\n", "\n", "Number of the spectra: 66\n", "Size distribution parameters:\n", "Maximum diameter = 6800\n", "Power index = -1.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:66 is 48.2 seconds\n", "\n", "Number of the spectra: 67\n", "Size distribution parameters:\n", "Maximum diameter = 7000\n", "Power index = -1.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:67 is 50.0 seconds\n", "\n", "Number of the spectra: 68\n", "Size distribution parameters:\n", "Maximum diameter = 7200\n", "Power index = -1.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:68 is 52.0 seconds\n", "\n", "Number of the spectra: 69\n", "Size distribution parameters:\n", "Maximum diameter = 7400\n", "Power index = -1.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:69 is 53.3 seconds\n", "\n", "Number of the spectra: 70\n", "Size distribution parameters:\n", "Maximum diameter = 7600\n", "Power index = -1.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:70 is 55.4 seconds\n", "\n", "Number of the spectra: 71\n", "Size distribution parameters:\n", "Maximum diameter = 7800\n", "Power index = -1.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:71 is 56.8 seconds\n", "\n", "Number of the spectra: 72\n", "Size distribution parameters:\n", "Maximum diameter = 8000\n", "Power index = -1.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:72 is 58.6 seconds\n", "\n", "Number of the spectra: 73\n", "Size distribution parameters:\n", "Maximum diameter = 8200\n", "Power index = -1.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:73 is 60.3 seconds\n", "\n", "Number of the spectra: 74\n", "Size distribution parameters:\n", "Maximum diameter = 8400\n", "Power index = -1.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:74 is 62.5 seconds\n", "\n", "Number of the spectra: 75\n", "Size distribution parameters:\n", "Maximum diameter = 8600\n", "Power index = -1.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:75 is 64.0 seconds\n", "\n", "Number of the spectra: 76\n", "Size distribution parameters:\n", "Maximum diameter = 8800\n", "Power index = -1.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:76 is 65.9 seconds\n", "\n", "Number of the spectra: 77\n", "Size distribution parameters:\n", "Maximum diameter = 9000\n", "Power index = -1.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:77 is 67.7 seconds\n", "\n", "Number of the spectra: 78\n", "Size distribution parameters:\n", "Maximum diameter = 4000\n", "Power index = -1.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:78 is 26.4 seconds\n", "\n", "Number of the spectra: 79\n", "Size distribution parameters:\n", "Maximum diameter = 4200\n", "Power index = -1.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:79 is 27.7 seconds\n", "\n", "Number of the spectra: 80\n", "Size distribution parameters:\n", "Maximum diameter = 4400\n", "Power index = -1.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:80 is 29.1 seconds\n", "\n" ] }, { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Number of the spectra: 81\n", "Size distribution parameters:\n", "Maximum diameter = 4600\n", "Power index = -1.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:81 is 30.5 seconds\n", "\n", "Number of the spectra: 82\n", "Size distribution parameters:\n", "Maximum diameter = 4800\n", "Power index = -1.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:82 is 32.4 seconds\n", "\n", "Number of the spectra: 83\n", "Size distribution parameters:\n", "Maximum diameter = 5000\n", "Power index = -1.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:83 is 33.9 seconds\n", "\n", "Number of the spectra: 84\n", "Size distribution parameters:\n", "Maximum diameter = 5200\n", "Power index = -1.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:84 is 35.3 seconds\n", "\n", "Number of the spectra: 85\n", "Size distribution parameters:\n", "Maximum diameter = 5400\n", "Power index = -1.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:85 is 37.1 seconds\n", "\n", "Number of the spectra: 86\n", "Size distribution parameters:\n", "Maximum diameter = 5600\n", "Power index = -1.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:86 is 38.4 seconds\n", "\n", "Number of the spectra: 87\n", "Size distribution parameters:\n", "Maximum diameter = 5800\n", "Power index = -1.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:87 is 40.1 seconds\n", "\n", "Number of the spectra: 88\n", "Size distribution parameters:\n", "Maximum diameter = 6000\n", "Power index = -1.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:88 is 41.7 seconds\n", "\n", "Number of the spectra: 89\n", "Size distribution parameters:\n", "Maximum diameter = 6200\n", "Power index = -1.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:89 is 43.4 seconds\n", "\n", "Number of the spectra: 90\n", "Size distribution parameters:\n", "Maximum diameter = 6400\n", "Power index = -1.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:90 is 44.8 seconds\n", "\n", "Number of the spectra: 91\n", "Size distribution parameters:\n", "Maximum diameter = 6600\n", "Power index = -1.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:91 is 46.7 seconds\n", "\n", "Number of the spectra: 92\n", "Size distribution parameters:\n", "Maximum diameter = 6800\n", "Power index = -1.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:92 is 48.1 seconds\n", "\n", "Number of the spectra: 93\n", "Size distribution parameters:\n", "Maximum diameter = 7000\n", "Power index = -1.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:93 is 49.9 seconds\n", "\n", "Number of the spectra: 94\n", "Size distribution parameters:\n", "Maximum diameter = 7200\n", "Power index = -1.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:94 is 51.7 seconds\n", "\n", "Number of the spectra: 95\n", "Size distribution parameters:\n", "Maximum diameter = 7400\n", "Power index = -1.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:95 is 53.5 seconds\n", "\n", "Number of the spectra: 96\n", "Size distribution parameters:\n", "Maximum diameter = 7600\n", "Power index = -1.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:96 is 55.2 seconds\n", "\n", "Number of the spectra: 97\n", "Size distribution parameters:\n", "Maximum diameter = 7800\n", "Power index = -1.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:97 is 56.9 seconds\n", "\n", "Number of the spectra: 98\n", "Size distribution parameters:\n", "Maximum diameter = 8000\n", "Power index = -1.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:98 is 58.7 seconds\n", "\n", "Number of the spectra: 99\n", "Size distribution parameters:\n", "Maximum diameter = 8200\n", "Power index = -1.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:99 is 60.3 seconds\n", "\n", "Number of the spectra: 100\n", "Size distribution parameters:\n", "Maximum diameter = 8400\n", "Power index = -1.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:100 is 62.0 seconds\n", "\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Number of the spectra: 101\n", "Size distribution parameters:\n", "Maximum diameter = 8600\n", "Power index = -1.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:101 is 64.9 seconds\n", "\n", "Number of the spectra: 102\n", "Size distribution parameters:\n", "Maximum diameter = 8800\n", "Power index = -1.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:102 is 66.5 seconds\n", "\n", "Number of the spectra: 103\n", "Size distribution parameters:\n", "Maximum diameter = 9000\n", "Power index = -1.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:103 is 67.8 seconds\n", "\n", "Number of the spectra: 104\n", "Size distribution parameters:\n", "Maximum diameter = 4000\n", "Power index = -1.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:104 is 26.4 seconds\n", "\n", "Number of the spectra: 105\n", "Size distribution parameters:\n", "Maximum diameter = 4200\n", "Power index = -1.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:105 is 27.8 seconds\n", "\n", "Number of the spectra: 106\n", "Size distribution parameters:\n", "Maximum diameter = 4400\n", "Power index = -1.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:106 is 29.2 seconds\n", "\n", "Number of the spectra: 107\n", "Size distribution parameters:\n", "Maximum diameter = 4600\n", "Power index = -1.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:107 is 30.9 seconds\n", "\n", "Number of the spectra: 108\n", "Size distribution parameters:\n", "Maximum diameter = 4800\n", "Power index = -1.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:108 is 32.6 seconds\n", "\n", "Number of the spectra: 109\n", "Size distribution parameters:\n", "Maximum diameter = 5000\n", "Power index = -1.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:109 is 34.1 seconds\n", "\n", "Number of the spectra: 110\n", "Size distribution parameters:\n", "Maximum diameter = 5200\n", "Power index = -1.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:110 is 35.7 seconds\n", "\n", "Number of the spectra: 111\n", "Size distribution parameters:\n", "Maximum diameter = 5400\n", "Power index = -1.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:111 is 37.4 seconds\n", "\n", "Number of the spectra: 112\n", "Size distribution parameters:\n", "Maximum diameter = 5600\n", "Power index = -1.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:112 is 38.8 seconds\n", "\n", "Number of the spectra: 113\n", "Size distribution parameters:\n", "Maximum diameter = 5800\n", "Power index = -1.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:113 is 40.5 seconds\n", "\n", "Number of the spectra: 114\n", "Size distribution parameters:\n", "Maximum diameter = 6000\n", "Power index = -1.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:114 is 42.1 seconds\n", "\n", "Number of the spectra: 115\n", "Size distribution parameters:\n", "Maximum diameter = 6200\n", "Power index = -1.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:115 is 43.8 seconds\n", "\n", "Number of the spectra: 116\n", "Size distribution parameters:\n", "Maximum diameter = 6400\n", "Power index = -1.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:116 is 45.2 seconds\n", "\n", "Number of the spectra: 117\n", "Size distribution parameters:\n", "Maximum diameter = 6600\n", "Power index = -1.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:117 is 47.2 seconds\n", "\n", "Number of the spectra: 118\n", "Size distribution parameters:\n", "Maximum diameter = 6800\n", "Power index = -1.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:118 is 48.5 seconds\n", "\n", "Number of the spectra: 119\n", "Size distribution parameters:\n", "Maximum diameter = 7000\n", "Power index = -1.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:119 is 50.3 seconds\n", "\n", "Number of the spectra: 120\n", "Size distribution parameters:\n", "Maximum diameter = 7200\n", "Power index = -1.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:120 is 51.9 seconds\n", "\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Number of the spectra: 121\n", "Size distribution parameters:\n", "Maximum diameter = 7400\n", "Power index = -1.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:121 is 53.5 seconds\n", "\n", "Number of the spectra: 122\n", "Size distribution parameters:\n", "Maximum diameter = 7600\n", "Power index = -1.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:122 is 55.8 seconds\n", "\n", "Number of the spectra: 123\n", "Size distribution parameters:\n", "Maximum diameter = 7800\n", "Power index = -1.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:123 is 57.3 seconds\n", "\n", "Number of the spectra: 124\n", "Size distribution parameters:\n", "Maximum diameter = 8000\n", "Power index = -1.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:124 is 59.1 seconds\n", "\n", "Number of the spectra: 125\n", "Size distribution parameters:\n", "Maximum diameter = 8200\n", "Power index = -1.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:125 is 60.9 seconds\n", "\n", "Number of the spectra: 126\n", "Size distribution parameters:\n", "Maximum diameter = 8400\n", "Power index = -1.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:126 is 62.4 seconds\n", "\n", "Number of the spectra: 127\n", "Size distribution parameters:\n", "Maximum diameter = 8600\n", "Power index = -1.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:127 is 64.3 seconds\n", "\n", "Number of the spectra: 128\n", "Size distribution parameters:\n", "Maximum diameter = 8800\n", "Power index = -1.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:128 is 66.3 seconds\n", "\n", "Number of the spectra: 129\n", "Size distribution parameters:\n", "Maximum diameter = 9000\n", "Power index = -1.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:129 is 67.5 seconds\n", "\n", "Number of the spectra: 130\n", "Size distribution parameters:\n", "Maximum diameter = 4000\n", "Power index = -1.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:130 is 26.2 seconds\n", "\n", "Number of the spectra: 131\n", "Size distribution parameters:\n", "Maximum diameter = 4200\n", "Power index = -1.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:131 is 27.6 seconds\n", "\n", "Number of the spectra: 132\n", "Size distribution parameters:\n", "Maximum diameter = 4400\n", "Power index = -1.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:132 is 29.3 seconds\n", "\n", "Number of the spectra: 133\n", "Size distribution parameters:\n", "Maximum diameter = 4600\n", "Power index = -1.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:133 is 30.9 seconds\n", "\n", "Number of the spectra: 134\n", "Size distribution parameters:\n", "Maximum diameter = 4800\n", "Power index = -1.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:134 is 32.5 seconds\n", "\n", "Number of the spectra: 135\n", "Size distribution parameters:\n", "Maximum diameter = 5000\n", "Power index = -1.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:135 is 33.9 seconds\n", "\n", "Number of the spectra: 136\n", "Size distribution parameters:\n", "Maximum diameter = 5200\n", "Power index = -1.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:136 is 35.5 seconds\n", "\n", "Number of the spectra: 137\n", "Size distribution parameters:\n", "Maximum diameter = 5400\n", "Power index = -1.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:137 is 37.3 seconds\n", "\n", "Number of the spectra: 138\n", "Size distribution parameters:\n", "Maximum diameter = 5600\n", "Power index = -1.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:138 is 38.5 seconds\n", "\n", "Number of the spectra: 139\n", "Size distribution parameters:\n", "Maximum diameter = 5800\n", "Power index = -1.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:139 is 40.3 seconds\n", "\n", "Number of the spectra: 140\n", "Size distribution parameters:\n", "Maximum diameter = 6000\n", "Power index = -1.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:140 is 42.0 seconds\n", "\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Number of the spectra: 141\n", "Size distribution parameters:\n", "Maximum diameter = 6200\n", "Power index = -1.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:141 is 43.4 seconds\n", "\n", "Number of the spectra: 142\n", "Size distribution parameters:\n", "Maximum diameter = 6400\n", "Power index = -1.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:142 is 45.3 seconds\n", "\n", "Number of the spectra: 143\n", "Size distribution parameters:\n", "Maximum diameter = 6600\n", "Power index = -1.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:143 is 46.7 seconds\n", "\n", "Number of the spectra: 144\n", "Size distribution parameters:\n", "Maximum diameter = 6800\n", "Power index = -1.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:144 is 48.6 seconds\n", "\n", "Number of the spectra: 145\n", "Size distribution parameters:\n", "Maximum diameter = 7000\n", "Power index = -1.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:145 is 50.5 seconds\n", "\n", "Number of the spectra: 146\n", "Size distribution parameters:\n", "Maximum diameter = 7200\n", "Power index = -1.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:146 is 52.1 seconds\n", "\n", "Number of the spectra: 147\n", "Size distribution parameters:\n", "Maximum diameter = 7400\n", "Power index = -1.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:147 is 53.8 seconds\n", "\n", "Number of the spectra: 148\n", "Size distribution parameters:\n", "Maximum diameter = 7600\n", "Power index = -1.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:148 is 55.2 seconds\n", "\n", "Number of the spectra: 149\n", "Size distribution parameters:\n", "Maximum diameter = 7800\n", "Power index = -1.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:149 is 57.3 seconds\n", "\n", "Number of the spectra: 150\n", "Size distribution parameters:\n", "Maximum diameter = 8000\n", "Power index = -1.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:150 is 58.9 seconds\n", "\n", "Number of the spectra: 151\n", "Size distribution parameters:\n", "Maximum diameter = 8200\n", "Power index = -1.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:151 is 60.7 seconds\n", "\n", "Number of the spectra: 152\n", "Size distribution parameters:\n", "Maximum diameter = 8400\n", "Power index = -1.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:152 is 62.2 seconds\n", "\n", "Number of the spectra: 153\n", "Size distribution parameters:\n", "Maximum diameter = 8600\n", "Power index = -1.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:153 is 64.3 seconds\n", "\n", "Number of the spectra: 154\n", "Size distribution parameters:\n", "Maximum diameter = 8800\n", "Power index = -1.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:154 is 66.1 seconds\n", "\n", "Number of the spectra: 155\n", "Size distribution parameters:\n", "Maximum diameter = 9000\n", "Power index = -1.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:155 is 68.0 seconds\n", "\n", "Number of the spectra: 156\n", "Size distribution parameters:\n", "Maximum diameter = 4000\n", "Power index = -1.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:156 is 26.2 seconds\n", "\n", "Number of the spectra: 157\n", "Size distribution parameters:\n", "Maximum diameter = 4200\n", "Power index = -1.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:157 is 27.8 seconds\n", "\n", "Number of the spectra: 158\n", "Size distribution parameters:\n", "Maximum diameter = 4400\n", "Power index = -1.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:158 is 29.3 seconds\n", "\n", "Number of the spectra: 159\n", "Size distribution parameters:\n", "Maximum diameter = 4600\n", "Power index = -1.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:159 is 31.0 seconds\n", "\n", "Number of the spectra: 160\n", "Size distribution parameters:\n", "Maximum diameter = 4800\n", "Power index = -1.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:160 is 32.2 seconds\n", "\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Number of the spectra: 161\n", "Size distribution parameters:\n", "Maximum diameter = 5000\n", "Power index = -1.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:161 is 34.0 seconds\n", "\n", "Number of the spectra: 162\n", "Size distribution parameters:\n", "Maximum diameter = 5200\n", "Power index = -1.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:162 is 35.7 seconds\n", "\n", "Number of the spectra: 163\n", "Size distribution parameters:\n", "Maximum diameter = 5400\n", "Power index = -1.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:163 is 37.2 seconds\n", "\n", "Number of the spectra: 164\n", "Size distribution parameters:\n", "Maximum diameter = 5600\n", "Power index = -1.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:164 is 38.6 seconds\n", "\n", "Number of the spectra: 165\n", "Size distribution parameters:\n", "Maximum diameter = 5800\n", "Power index = -1.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:165 is 40.4 seconds\n", "\n", "Number of the spectra: 166\n", "Size distribution parameters:\n", "Maximum diameter = 6000\n", "Power index = -1.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:166 is 42.1 seconds\n", "\n", "Number of the spectra: 167\n", "Size distribution parameters:\n", "Maximum diameter = 6200\n", "Power index = -1.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:167 is 43.6 seconds\n", "\n", "Number of the spectra: 168\n", "Size distribution parameters:\n", "Maximum diameter = 6400\n", "Power index = -1.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:168 is 45.7 seconds\n", "\n", "Number of the spectra: 169\n", "Size distribution parameters:\n", "Maximum diameter = 6600\n", "Power index = -1.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:169 is 47.2 seconds\n", "\n", "Number of the spectra: 170\n", "Size distribution parameters:\n", "Maximum diameter = 6800\n", "Power index = -1.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:170 is 48.4 seconds\n", "\n", "Number of the spectra: 171\n", "Size distribution parameters:\n", "Maximum diameter = 7000\n", "Power index = -1.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:171 is 50.1 seconds\n", "\n", "Number of the spectra: 172\n", "Size distribution parameters:\n", "Maximum diameter = 7200\n", "Power index = -1.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:172 is 52.0 seconds\n", "\n", "Number of the spectra: 173\n", "Size distribution parameters:\n", "Maximum diameter = 7400\n", "Power index = -1.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:173 is 53.9 seconds\n", "\n", "Number of the spectra: 174\n", "Size distribution parameters:\n", "Maximum diameter = 7600\n", "Power index = -1.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:174 is 55.5 seconds\n", "\n", "Number of the spectra: 175\n", "Size distribution parameters:\n", "Maximum diameter = 7800\n", "Power index = -1.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:175 is 57.3 seconds\n", "\n", "Number of the spectra: 176\n", "Size distribution parameters:\n", "Maximum diameter = 8000\n", "Power index = -1.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:176 is 58.9 seconds\n", "\n", "Number of the spectra: 177\n", "Size distribution parameters:\n", "Maximum diameter = 8200\n", "Power index = -1.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:177 is 60.8 seconds\n", "\n", "Number of the spectra: 178\n", "Size distribution parameters:\n", "Maximum diameter = 8400\n", "Power index = -1.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:178 is 62.3 seconds\n", "\n", "Number of the spectra: 179\n", "Size distribution parameters:\n", "Maximum diameter = 8600\n", "Power index = -1.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:179 is 64.2 seconds\n", "\n", "Number of the spectra: 180\n", "Size distribution parameters:\n", "Maximum diameter = 8800\n", "Power index = -1.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:180 is 65.9 seconds\n", "\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Number of the spectra: 181\n", "Size distribution parameters:\n", "Maximum diameter = 9000\n", "Power index = -1.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:181 is 67.9 seconds\n", "\n", "Number of the spectra: 182\n", "Size distribution parameters:\n", "Maximum diameter = 4000\n", "Power index = -1.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:182 is 26.4 seconds\n", "\n", "Number of the spectra: 183\n", "Size distribution parameters:\n", "Maximum diameter = 4200\n", "Power index = -1.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:183 is 27.7 seconds\n", "\n", "Number of the spectra: 184\n", "Size distribution parameters:\n", "Maximum diameter = 4400\n", "Power index = -1.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:184 is 29.4 seconds\n", "\n", "Number of the spectra: 185\n", "Size distribution parameters:\n", "Maximum diameter = 4600\n", "Power index = -1.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:185 is 30.9 seconds\n", "\n", "Number of the spectra: 186\n", "Size distribution parameters:\n", "Maximum diameter = 4800\n", "Power index = -1.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:186 is 32.5 seconds\n", "\n", "Number of the spectra: 187\n", "Size distribution parameters:\n", "Maximum diameter = 5000\n", "Power index = -1.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:187 is 33.9 seconds\n", "\n", "Number of the spectra: 188\n", "Size distribution parameters:\n", "Maximum diameter = 5200\n", "Power index = -1.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:188 is 35.6 seconds\n", "\n", "Number of the spectra: 189\n", "Size distribution parameters:\n", "Maximum diameter = 5400\n", "Power index = -1.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:189 is 37.3 seconds\n", "\n", "Number of the spectra: 190\n", "Size distribution parameters:\n", "Maximum diameter = 5600\n", "Power index = -1.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:190 is 38.9 seconds\n", "\n", "Number of the spectra: 191\n", "Size distribution parameters:\n", "Maximum diameter = 5800\n", "Power index = -1.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:191 is 40.2 seconds\n", "\n", "Number of the spectra: 192\n", "Size distribution parameters:\n", "Maximum diameter = 6000\n", "Power index = -1.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:192 is 42.1 seconds\n", "\n", "Number of the spectra: 193\n", "Size distribution parameters:\n", "Maximum diameter = 6200\n", "Power index = -1.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:193 is 43.6 seconds\n", "\n", "Number of the spectra: 194\n", "Size distribution parameters:\n", "Maximum diameter = 6400\n", "Power index = -1.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:194 is 45.3 seconds\n", "\n", "Number of the spectra: 195\n", "Size distribution parameters:\n", "Maximum diameter = 6600\n", "Power index = -1.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:195 is 46.9 seconds\n", "\n", "Number of the spectra: 196\n", "Size distribution parameters:\n", "Maximum diameter = 6800\n", "Power index = -1.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:196 is 48.5 seconds\n", "\n", "Number of the spectra: 197\n", "Size distribution parameters:\n", "Maximum diameter = 7000\n", "Power index = -1.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:197 is 50.9 seconds\n", "\n", "Number of the spectra: 198\n", "Size distribution parameters:\n", "Maximum diameter = 7200\n", "Power index = -1.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:198 is 51.6 seconds\n", "\n", "Number of the spectra: 199\n", "Size distribution parameters:\n", "Maximum diameter = 7400\n", "Power index = -1.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:199 is 54.1 seconds\n", "\n", "Number of the spectra: 200\n", "Size distribution parameters:\n", "Maximum diameter = 7600\n", "Power index = -1.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:200 is 55.3 seconds\n", "\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Number of the spectra: 201\n", "Size distribution parameters:\n", "Maximum diameter = 7800\n", "Power index = -1.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:201 is 57.0 seconds\n", "\n", "Number of the spectra: 202\n", "Size distribution parameters:\n", "Maximum diameter = 8000\n", "Power index = -1.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:202 is 59.0 seconds\n", "\n", "Number of the spectra: 203\n", "Size distribution parameters:\n", "Maximum diameter = 8200\n", "Power index = -1.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:203 is 61.0 seconds\n", "\n", "Number of the spectra: 204\n", "Size distribution parameters:\n", "Maximum diameter = 8400\n", "Power index = -1.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:204 is 62.0 seconds\n", "\n", "Number of the spectra: 205\n", "Size distribution parameters:\n", "Maximum diameter = 8600\n", "Power index = -1.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:205 is 64.1 seconds\n", "\n", "Number of the spectra: 206\n", "Size distribution parameters:\n", "Maximum diameter = 8800\n", "Power index = -1.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:206 is 65.9 seconds\n", "\n", "Number of the spectra: 207\n", "Size distribution parameters:\n", "Maximum diameter = 9000\n", "Power index = -1.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:207 is 68.1 seconds\n", "\n", "Number of the spectra: 208\n", "Size distribution parameters:\n", "Maximum diameter = 4000\n", "Power index = -1.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:208 is 26.1 seconds\n", "\n", "Number of the spectra: 209\n", "Size distribution parameters:\n", "Maximum diameter = 4200\n", "Power index = -1.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:209 is 27.8 seconds\n", "\n", "Number of the spectra: 210\n", "Size distribution parameters:\n", "Maximum diameter = 4400\n", "Power index = -1.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:210 is 29.3 seconds\n", "\n", "Number of the spectra: 211\n", "Size distribution parameters:\n", "Maximum diameter = 4600\n", "Power index = -1.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:211 is 31.0 seconds\n", "\n", "Number of the spectra: 212\n", "Size distribution parameters:\n", "Maximum diameter = 4800\n", "Power index = -1.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:212 is 32.3 seconds\n", "\n", "Number of the spectra: 213\n", "Size distribution parameters:\n", "Maximum diameter = 5000\n", "Power index = -1.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:213 is 33.9 seconds\n", "\n", "Number of the spectra: 214\n", "Size distribution parameters:\n", "Maximum diameter = 5200\n", "Power index = -1.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:214 is 35.5 seconds\n", "\n", "Number of the spectra: 215\n", "Size distribution parameters:\n", "Maximum diameter = 5400\n", "Power index = -1.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:215 is 37.2 seconds\n", "\n", "Number of the spectra: 216\n", "Size distribution parameters:\n", "Maximum diameter = 5600\n", "Power index = -1.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:216 is 38.7 seconds\n", "\n", "Number of the spectra: 217\n", "Size distribution parameters:\n", "Maximum diameter = 5800\n", "Power index = -1.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:217 is 40.3 seconds\n", "\n", "Number of the spectra: 218\n", "Size distribution parameters:\n", "Maximum diameter = 6000\n", "Power index = -1.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:218 is 42.0 seconds\n", "\n", "Number of the spectra: 219\n", "Size distribution parameters:\n", "Maximum diameter = 6200\n", "Power index = -1.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:219 is 43.8 seconds\n", "\n", "Number of the spectra: 220\n", "Size distribution parameters:\n", "Maximum diameter = 6400\n", "Power index = -1.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:220 is 45.4 seconds\n", "\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Number of the spectra: 221\n", "Size distribution parameters:\n", "Maximum diameter = 6600\n", "Power index = -1.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:221 is 46.7 seconds\n", "\n", "Number of the spectra: 222\n", "Size distribution parameters:\n", "Maximum diameter = 6800\n", "Power index = -1.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:222 is 48.4 seconds\n", "\n", "Number of the spectra: 223\n", "Size distribution parameters:\n", "Maximum diameter = 7000\n", "Power index = -1.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:223 is 50.4 seconds\n", "\n", "Number of the spectra: 224\n", "Size distribution parameters:\n", "Maximum diameter = 7200\n", "Power index = -1.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:224 is 51.8 seconds\n", "\n", "Number of the spectra: 225\n", "Size distribution parameters:\n", "Maximum diameter = 7400\n", "Power index = -1.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:225 is 54.0 seconds\n", "\n", "Number of the spectra: 226\n", "Size distribution parameters:\n", "Maximum diameter = 7600\n", "Power index = -1.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:226 is 55.3 seconds\n", "\n", "Number of the spectra: 227\n", "Size distribution parameters:\n", "Maximum diameter = 7800\n", "Power index = -1.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:227 is 56.9 seconds\n", "\n", "Number of the spectra: 228\n", "Size distribution parameters:\n", "Maximum diameter = 8000\n", "Power index = -1.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:228 is 58.7 seconds\n", "\n", "Number of the spectra: 229\n", "Size distribution parameters:\n", "Maximum diameter = 8200\n", "Power index = -1.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:229 is 60.6 seconds\n", "\n", "Number of the spectra: 230\n", "Size distribution parameters:\n", "Maximum diameter = 8400\n", "Power index = -1.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:230 is 62.3 seconds\n", "\n", "Number of the spectra: 231\n", "Size distribution parameters:\n", "Maximum diameter = 8600\n", "Power index = -1.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:231 is 64.2 seconds\n", "\n", "Number of the spectra: 232\n", "Size distribution parameters:\n", "Maximum diameter = 8800\n", "Power index = -1.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:232 is 65.7 seconds\n", "\n", "Number of the spectra: 233\n", "Size distribution parameters:\n", "Maximum diameter = 9000\n", "Power index = -1.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:233 is 67.9 seconds\n", "\n", "Number of the spectra: 234\n", "Size distribution parameters:\n", "Maximum diameter = 4000\n", "Power index = -1.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:234 is 26.1 seconds\n", "\n", "Number of the spectra: 235\n", "Size distribution parameters:\n", "Maximum diameter = 4200\n", "Power index = -1.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:235 is 27.9 seconds\n", "\n", "Number of the spectra: 236\n", "Size distribution parameters:\n", "Maximum diameter = 4400\n", "Power index = -1.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:236 is 29.1 seconds\n", "\n", "Number of the spectra: 237\n", "Size distribution parameters:\n", "Maximum diameter = 4600\n", "Power index = -1.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:237 is 31.0 seconds\n", "\n", "Number of the spectra: 238\n", "Size distribution parameters:\n", "Maximum diameter = 4800\n", "Power index = -1.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:238 is 32.4 seconds\n", "\n", "Number of the spectra: 239\n", "Size distribution parameters:\n", "Maximum diameter = 5000\n", "Power index = -1.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:239 is 34.0 seconds\n", "\n", "Number of the spectra: 240\n", "Size distribution parameters:\n", "Maximum diameter = 5200\n", "Power index = -1.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:240 is 35.7 seconds\n", "\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Number of the spectra: 241\n", "Size distribution parameters:\n", "Maximum diameter = 5400\n", "Power index = -1.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:241 is 37.0 seconds\n", "\n", "Number of the spectra: 242\n", "Size distribution parameters:\n", "Maximum diameter = 5600\n", "Power index = -1.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:242 is 38.6 seconds\n", "\n", "Number of the spectra: 243\n", "Size distribution parameters:\n", "Maximum diameter = 5800\n", "Power index = -1.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:243 is 40.3 seconds\n", "\n", "Number of the spectra: 244\n", "Size distribution parameters:\n", "Maximum diameter = 6000\n", "Power index = -1.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:244 is 41.7 seconds\n", "\n", "Number of the spectra: 245\n", "Size distribution parameters:\n", "Maximum diameter = 6200\n", "Power index = -1.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:245 is 43.5 seconds\n", "\n", "Number of the spectra: 246\n", "Size distribution parameters:\n", "Maximum diameter = 6400\n", "Power index = -1.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:246 is 45.3 seconds\n", "\n", "Number of the spectra: 247\n", "Size distribution parameters:\n", "Maximum diameter = 6600\n", "Power index = -1.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:247 is 46.6 seconds\n", "\n", "Number of the spectra: 248\n", "Size distribution parameters:\n", "Maximum diameter = 6800\n", "Power index = -1.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:248 is 48.4 seconds\n", "\n", "Number of the spectra: 249\n", "Size distribution parameters:\n", "Maximum diameter = 7000\n", "Power index = -1.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:249 is 50.2 seconds\n", "\n", "Number of the spectra: 250\n", "Size distribution parameters:\n", "Maximum diameter = 7200\n", "Power index = -1.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:250 is 51.9 seconds\n", "\n", "Number of the spectra: 251\n", "Size distribution parameters:\n", "Maximum diameter = 7400\n", "Power index = -1.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:251 is 53.8 seconds\n", "\n", "Number of the spectra: 252\n", "Size distribution parameters:\n", "Maximum diameter = 7600\n", "Power index = -1.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:252 is 55.5 seconds\n", "\n", "Number of the spectra: 253\n", "Size distribution parameters:\n", "Maximum diameter = 7800\n", "Power index = -1.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:253 is 56.9 seconds\n", "\n", "Number of the spectra: 254\n", "Size distribution parameters:\n", "Maximum diameter = 8000\n", "Power index = -1.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:254 is 58.6 seconds\n", "\n", "Number of the spectra: 255\n", "Size distribution parameters:\n", "Maximum diameter = 8200\n", "Power index = -1.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:255 is 60.6 seconds\n", "\n", "Number of the spectra: 256\n", "Size distribution parameters:\n", "Maximum diameter = 8400\n", "Power index = -1.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:256 is 62.4 seconds\n", "\n", "Number of the spectra: 257\n", "Size distribution parameters:\n", "Maximum diameter = 8600\n", "Power index = -1.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:257 is 64.3 seconds\n", "\n", "Number of the spectra: 258\n", "Size distribution parameters:\n", "Maximum diameter = 8800\n", "Power index = -1.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:258 is 66.1 seconds\n", "\n", "Number of the spectra: 259\n", "Size distribution parameters:\n", "Maximum diameter = 9000\n", "Power index = -1.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:259 is 67.7 seconds\n", "\n", "Number of the spectra: 260\n", "Size distribution parameters:\n", "Maximum diameter = 4000\n", "Power index = -2.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:260 is 26.1 seconds\n", "\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Number of the spectra: 261\n", "Size distribution parameters:\n", "Maximum diameter = 4200\n", "Power index = -2.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:261 is 27.7 seconds\n", "\n", "Number of the spectra: 262\n", "Size distribution parameters:\n", "Maximum diameter = 4400\n", "Power index = -2.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:262 is 29.2 seconds\n", "\n", "Number of the spectra: 263\n", "Size distribution parameters:\n", "Maximum diameter = 4600\n", "Power index = -2.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:263 is 30.8 seconds\n", "\n", "Number of the spectra: 264\n", "Size distribution parameters:\n", "Maximum diameter = 4800\n", "Power index = -2.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:264 is 32.1 seconds\n", "\n", "Number of the spectra: 265\n", "Size distribution parameters:\n", "Maximum diameter = 5000\n", "Power index = -2.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:265 is 33.9 seconds\n", "\n", "Number of the spectra: 266\n", "Size distribution parameters:\n", "Maximum diameter = 5200\n", "Power index = -2.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:266 is 35.5 seconds\n", "\n", "Number of the spectra: 267\n", "Size distribution parameters:\n", "Maximum diameter = 5400\n", "Power index = -2.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:267 is 36.9 seconds\n", "\n", "Number of the spectra: 268\n", "Size distribution parameters:\n", "Maximum diameter = 5600\n", "Power index = -2.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:268 is 38.5 seconds\n", "\n", "Number of the spectra: 269\n", "Size distribution parameters:\n", "Maximum diameter = 5800\n", "Power index = -2.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:269 is 40.1 seconds\n", "\n", "Number of the spectra: 270\n", "Size distribution parameters:\n", "Maximum diameter = 6000\n", "Power index = -2.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:270 is 41.8 seconds\n", "\n", "Number of the spectra: 271\n", "Size distribution parameters:\n", "Maximum diameter = 6200\n", "Power index = -2.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:271 is 43.2 seconds\n", "\n", "Number of the spectra: 272\n", "Size distribution parameters:\n", "Maximum diameter = 6400\n", "Power index = -2.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:272 is 45.3 seconds\n", "\n", "Number of the spectra: 273\n", "Size distribution parameters:\n", "Maximum diameter = 6600\n", "Power index = -2.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:273 is 46.5 seconds\n", "\n", "Number of the spectra: 274\n", "Size distribution parameters:\n", "Maximum diameter = 6800\n", "Power index = -2.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:274 is 48.5 seconds\n", "\n", "Number of the spectra: 275\n", "Size distribution parameters:\n", "Maximum diameter = 7000\n", "Power index = -2.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:275 is 49.9 seconds\n", "\n", "Number of the spectra: 276\n", "Size distribution parameters:\n", "Maximum diameter = 7200\n", "Power index = -2.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:276 is 51.5 seconds\n", "\n", "Number of the spectra: 277\n", "Size distribution parameters:\n", "Maximum diameter = 7400\n", "Power index = -2.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:277 is 53.7 seconds\n", "\n", "Number of the spectra: 278\n", "Size distribution parameters:\n", "Maximum diameter = 7600\n", "Power index = -2.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:278 is 54.9 seconds\n", "\n", "Number of the spectra: 279\n", "Size distribution parameters:\n", "Maximum diameter = 7800\n", "Power index = -2.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:279 is 57.0 seconds\n", "\n", "Number of the spectra: 280\n", "Size distribution parameters:\n", "Maximum diameter = 8000\n", "Power index = -2.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:280 is 58.4 seconds\n", "\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Number of the spectra: 281\n", "Size distribution parameters:\n", "Maximum diameter = 8200\n", "Power index = -2.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:281 is 60.3 seconds\n", "\n", "Number of the spectra: 282\n", "Size distribution parameters:\n", "Maximum diameter = 8400\n", "Power index = -2.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:282 is 62.2 seconds\n", "\n", "Number of the spectra: 283\n", "Size distribution parameters:\n", "Maximum diameter = 8600\n", "Power index = -2.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:283 is 64.6 seconds\n", "\n", "Number of the spectra: 284\n", "Size distribution parameters:\n", "Maximum diameter = 8800\n", "Power index = -2.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:284 is 65.5 seconds\n", "\n", "Number of the spectra: 285\n", "Size distribution parameters:\n", "Maximum diameter = 9000\n", "Power index = -2.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:285 is 67.4 seconds\n", "\n", "Number of the spectra: 286\n", "Size distribution parameters:\n", "Maximum diameter = 4000\n", "Power index = -2.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:286 is 26.1 seconds\n", "\n", "Number of the spectra: 287\n", "Size distribution parameters:\n", "Maximum diameter = 4200\n", "Power index = -2.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:287 is 27.6 seconds\n", "\n", "Number of the spectra: 288\n", "Size distribution parameters:\n", "Maximum diameter = 4400\n", "Power index = -2.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:288 is 29.2 seconds\n", "\n", "Number of the spectra: 289\n", "Size distribution parameters:\n", "Maximum diameter = 4600\n", "Power index = -2.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:289 is 30.7 seconds\n", "\n", "Number of the spectra: 290\n", "Size distribution parameters:\n", "Maximum diameter = 4800\n", "Power index = -2.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:290 is 32.2 seconds\n", "\n", "Number of the spectra: 291\n", "Size distribution parameters:\n", "Maximum diameter = 5000\n", "Power index = -2.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:291 is 34.0 seconds\n", "\n", "Number of the spectra: 292\n", "Size distribution parameters:\n", "Maximum diameter = 5200\n", "Power index = -2.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:292 is 35.5 seconds\n", "\n", "Number of the spectra: 293\n", "Size distribution parameters:\n", "Maximum diameter = 5400\n", "Power index = -2.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:293 is 37.1 seconds\n", "\n", "Number of the spectra: 294\n", "Size distribution parameters:\n", "Maximum diameter = 5600\n", "Power index = -2.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:294 is 38.8 seconds\n", "\n", "Number of the spectra: 295\n", "Size distribution parameters:\n", "Maximum diameter = 5800\n", "Power index = -2.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:295 is 40.1 seconds\n", "\n", "Number of the spectra: 296\n", "Size distribution parameters:\n", "Maximum diameter = 6000\n", "Power index = -2.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:296 is 42.0 seconds\n", "\n", "Number of the spectra: 297\n", "Size distribution parameters:\n", "Maximum diameter = 6200\n", "Power index = -2.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:297 is 43.3 seconds\n", "\n", "Number of the spectra: 298\n", "Size distribution parameters:\n", "Maximum diameter = 6400\n", "Power index = -2.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:298 is 45.1 seconds\n", "\n", "Number of the spectra: 299\n", "Size distribution parameters:\n", "Maximum diameter = 6600\n", "Power index = -2.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:299 is 47.1 seconds\n", "\n", "Number of the spectra: 300\n", "Size distribution parameters:\n", "Maximum diameter = 6800\n", "Power index = -2.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:300 is 48.7 seconds\n", "\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Number of the spectra: 301\n", "Size distribution parameters:\n", "Maximum diameter = 7000\n", "Power index = -2.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:301 is 50.3 seconds\n", "\n", "Number of the spectra: 302\n", "Size distribution parameters:\n", "Maximum diameter = 7200\n", "Power index = -2.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:302 is 51.5 seconds\n", "\n", "Number of the spectra: 303\n", "Size distribution parameters:\n", "Maximum diameter = 7400\n", "Power index = -2.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:303 is 53.3 seconds\n", "\n", "Number of the spectra: 304\n", "Size distribution parameters:\n", "Maximum diameter = 7600\n", "Power index = -2.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:304 is 55.0 seconds\n", "\n", "Number of the spectra: 305\n", "Size distribution parameters:\n", "Maximum diameter = 7800\n", "Power index = -2.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:305 is 56.8 seconds\n", "\n", "Number of the spectra: 306\n", "Size distribution parameters:\n", "Maximum diameter = 8000\n", "Power index = -2.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:306 is 58.3 seconds\n", "\n", "Number of the spectra: 307\n", "Size distribution parameters:\n", "Maximum diameter = 8200\n", "Power index = -2.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:307 is 60.2 seconds\n", "\n", "Number of the spectra: 308\n", "Size distribution parameters:\n", "Maximum diameter = 8400\n", "Power index = -2.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:308 is 61.9 seconds\n", "\n", "Number of the spectra: 309\n", "Size distribution parameters:\n", "Maximum diameter = 8600\n", "Power index = -2.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:309 is 63.9 seconds\n", "\n", "Number of the spectra: 310\n", "Size distribution parameters:\n", "Maximum diameter = 8800\n", "Power index = -2.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:310 is 65.6 seconds\n", "\n", "Number of the spectra: 311\n", "Size distribution parameters:\n", "Maximum diameter = 9000\n", "Power index = -2.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:311 is 67.6 seconds\n", "\n", "Number of the spectra: 312\n", "Size distribution parameters:\n", "Maximum diameter = 4000\n", "Power index = -2.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:312 is 26.1 seconds\n", "\n", "Number of the spectra: 313\n", "Size distribution parameters:\n", "Maximum diameter = 4200\n", "Power index = -2.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:313 is 27.5 seconds\n", "\n", "Number of the spectra: 314\n", "Size distribution parameters:\n", "Maximum diameter = 4400\n", "Power index = -2.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:314 is 29.1 seconds\n", "\n", "Number of the spectra: 315\n", "Size distribution parameters:\n", "Maximum diameter = 4600\n", "Power index = -2.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:315 is 30.6 seconds\n", "\n", "Number of the spectra: 316\n", "Size distribution parameters:\n", "Maximum diameter = 4800\n", "Power index = -2.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:316 is 32.1 seconds\n", "\n", "Number of the spectra: 317\n", "Size distribution parameters:\n", "Maximum diameter = 5000\n", "Power index = -2.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:317 is 33.8 seconds\n", "\n", "Number of the spectra: 318\n", "Size distribution parameters:\n", "Maximum diameter = 5200\n", "Power index = -2.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:318 is 35.5 seconds\n", "\n", "Number of the spectra: 319\n", "Size distribution parameters:\n", "Maximum diameter = 5400\n", "Power index = -2.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:319 is 37.0 seconds\n", "\n", "Number of the spectra: 320\n", "Size distribution parameters:\n", "Maximum diameter = 5600\n", "Power index = -2.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:320 is 38.6 seconds\n", "\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Number of the spectra: 321\n", "Size distribution parameters:\n", "Maximum diameter = 5800\n", "Power index = -2.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:321 is 41.7 seconds\n", "\n", "Number of the spectra: 322\n", "Size distribution parameters:\n", "Maximum diameter = 6000\n", "Power index = -2.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:322 is 41.8 seconds\n", "\n", "Number of the spectra: 323\n", "Size distribution parameters:\n", "Maximum diameter = 6200\n", "Power index = -2.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:323 is 43.3 seconds\n", "\n", "Number of the spectra: 324\n", "Size distribution parameters:\n", "Maximum diameter = 6400\n", "Power index = -2.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:324 is 45.3 seconds\n", "\n", "Number of the spectra: 325\n", "Size distribution parameters:\n", "Maximum diameter = 6600\n", "Power index = -2.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:325 is 46.6 seconds\n", "\n", "Number of the spectra: 326\n", "Size distribution parameters:\n", "Maximum diameter = 6800\n", "Power index = -2.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:326 is 48.6 seconds\n", "\n", "Number of the spectra: 327\n", "Size distribution parameters:\n", "Maximum diameter = 7000\n", "Power index = -2.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:327 is 50.4 seconds\n", "\n", "Number of the spectra: 328\n", "Size distribution parameters:\n", "Maximum diameter = 7200\n", "Power index = -2.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:328 is 51.6 seconds\n", "\n", "Number of the spectra: 329\n", "Size distribution parameters:\n", "Maximum diameter = 7400\n", "Power index = -2.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:329 is 53.6 seconds\n", "\n", "Number of the spectra: 330\n", "Size distribution parameters:\n", "Maximum diameter = 7600\n", "Power index = -2.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:330 is 55.2 seconds\n", "\n", "Number of the spectra: 331\n", "Size distribution parameters:\n", "Maximum diameter = 7800\n", "Power index = -2.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:331 is 57.3 seconds\n", "\n", "Number of the spectra: 332\n", "Size distribution parameters:\n", "Maximum diameter = 8000\n", "Power index = -2.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:332 is 58.6 seconds\n", "\n", "Number of the spectra: 333\n", "Size distribution parameters:\n", "Maximum diameter = 8200\n", "Power index = -2.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:333 is 60.8 seconds\n", "\n", "Number of the spectra: 334\n", "Size distribution parameters:\n", "Maximum diameter = 8400\n", "Power index = -2.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:334 is 62.0 seconds\n", "\n", "Number of the spectra: 335\n", "Size distribution parameters:\n", "Maximum diameter = 8600\n", "Power index = -2.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:335 is 64.3 seconds\n", "\n", "Number of the spectra: 336\n", "Size distribution parameters:\n", "Maximum diameter = 8800\n", "Power index = -2.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:336 is 66.0 seconds\n", "\n", "Number of the spectra: 337\n", "Size distribution parameters:\n", "Maximum diameter = 9000\n", "Power index = -2.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:337 is 68.0 seconds\n", "\n", "Number of the spectra: 338\n", "Size distribution parameters:\n", "Maximum diameter = 4000\n", "Power index = -2.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:338 is 26.1 seconds\n", "\n", "Number of the spectra: 339\n", "Size distribution parameters:\n", "Maximum diameter = 4200\n", "Power index = -2.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:339 is 27.7 seconds\n", "\n", "Number of the spectra: 340\n", "Size distribution parameters:\n", "Maximum diameter = 4400\n", "Power index = -2.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:340 is 29.4 seconds\n", "\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Number of the spectra: 341\n", "Size distribution parameters:\n", "Maximum diameter = 4600\n", "Power index = -2.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:341 is 30.8 seconds\n", "\n", "Number of the spectra: 342\n", "Size distribution parameters:\n", "Maximum diameter = 4800\n", "Power index = -2.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:342 is 32.4 seconds\n", "\n", "Number of the spectra: 343\n", "Size distribution parameters:\n", "Maximum diameter = 5000\n", "Power index = -2.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:343 is 33.8 seconds\n", "\n", "Number of the spectra: 344\n", "Size distribution parameters:\n", "Maximum diameter = 5200\n", "Power index = -2.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:344 is 35.4 seconds\n", "\n", "Number of the spectra: 345\n", "Size distribution parameters:\n", "Maximum diameter = 5400\n", "Power index = -2.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:345 is 36.9 seconds\n", "\n", "Number of the spectra: 346\n", "Size distribution parameters:\n", "Maximum diameter = 5600\n", "Power index = -2.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:346 is 38.7 seconds\n", "\n", "Number of the spectra: 347\n", "Size distribution parameters:\n", "Maximum diameter = 5800\n", "Power index = -2.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:347 is 40.3 seconds\n", "\n", "Number of the spectra: 348\n", "Size distribution parameters:\n", "Maximum diameter = 6000\n", "Power index = -2.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:348 is 41.8 seconds\n", "\n", "Number of the spectra: 349\n", "Size distribution parameters:\n", "Maximum diameter = 6200\n", "Power index = -2.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:349 is 43.6 seconds\n", "\n", "Number of the spectra: 350\n", "Size distribution parameters:\n", "Maximum diameter = 6400\n", "Power index = -2.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:350 is 45.2 seconds\n", "\n", "Number of the spectra: 351\n", "Size distribution parameters:\n", "Maximum diameter = 6600\n", "Power index = -2.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:351 is 46.7 seconds\n", "\n", "Number of the spectra: 352\n", "Size distribution parameters:\n", "Maximum diameter = 6800\n", "Power index = -2.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:352 is 48.4 seconds\n", "\n", "Number of the spectra: 353\n", "Size distribution parameters:\n", "Maximum diameter = 7000\n", "Power index = -2.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:353 is 50.1 seconds\n", "\n", "Number of the spectra: 354\n", "Size distribution parameters:\n", "Maximum diameter = 7200\n", "Power index = -2.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:354 is 51.7 seconds\n", "\n", "Number of the spectra: 355\n", "Size distribution parameters:\n", "Maximum diameter = 7400\n", "Power index = -2.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:355 is 53.6 seconds\n", "\n", "Number of the spectra: 356\n", "Size distribution parameters:\n", "Maximum diameter = 7600\n", "Power index = -2.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:356 is 55.3 seconds\n", "\n", "Number of the spectra: 357\n", "Size distribution parameters:\n", "Maximum diameter = 7800\n", "Power index = -2.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:357 is 57.0 seconds\n", "\n", "Number of the spectra: 358\n", "Size distribution parameters:\n", "Maximum diameter = 8000\n", "Power index = -2.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:358 is 58.8 seconds\n", "\n", "Number of the spectra: 359\n", "Size distribution parameters:\n", "Maximum diameter = 8200\n", "Power index = -2.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:359 is 60.6 seconds\n", "\n", "Number of the spectra: 360\n", "Size distribution parameters:\n", "Maximum diameter = 8400\n", "Power index = -2.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:360 is 62.1 seconds\n", "\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Number of the spectra: 361\n", "Size distribution parameters:\n", "Maximum diameter = 8600\n", "Power index = -2.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:361 is 64.5 seconds\n", "\n", "Number of the spectra: 362\n", "Size distribution parameters:\n", "Maximum diameter = 8800\n", "Power index = -2.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:362 is 66.3 seconds\n", "\n", "Number of the spectra: 363\n", "Size distribution parameters:\n", "Maximum diameter = 9000\n", "Power index = -2.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:363 is 67.6 seconds\n", "\n", "Number of the spectra: 364\n", "Size distribution parameters:\n", "Maximum diameter = 4000\n", "Power index = -2.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:364 is 26.4 seconds\n", "\n", "Number of the spectra: 365\n", "Size distribution parameters:\n", "Maximum diameter = 4200\n", "Power index = -2.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:365 is 27.9 seconds\n", "\n", "Number of the spectra: 366\n", "Size distribution parameters:\n", "Maximum diameter = 4400\n", "Power index = -2.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:366 is 29.4 seconds\n", "\n", "Number of the spectra: 367\n", "Size distribution parameters:\n", "Maximum diameter = 4600\n", "Power index = -2.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:367 is 31.0 seconds\n", "\n", "Number of the spectra: 368\n", "Size distribution parameters:\n", "Maximum diameter = 4800\n", "Power index = -2.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:368 is 32.7 seconds\n", "\n", "Number of the spectra: 369\n", "Size distribution parameters:\n", "Maximum diameter = 5000\n", "Power index = -2.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:369 is 34.2 seconds\n", "\n", "Number of the spectra: 370\n", "Size distribution parameters:\n", "Maximum diameter = 5200\n", "Power index = -2.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:370 is 35.7 seconds\n", "\n", "Number of the spectra: 371\n", "Size distribution parameters:\n", "Maximum diameter = 5400\n", "Power index = -2.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:371 is 37.1 seconds\n", "\n", "Number of the spectra: 372\n", "Size distribution parameters:\n", "Maximum diameter = 5600\n", "Power index = -2.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:372 is 38.8 seconds\n", "\n", "Number of the spectra: 373\n", "Size distribution parameters:\n", "Maximum diameter = 5800\n", "Power index = -2.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:373 is 40.6 seconds\n", "\n", "Number of the spectra: 374\n", "Size distribution parameters:\n", "Maximum diameter = 6000\n", "Power index = -2.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:374 is 42.0 seconds\n", "\n", "Number of the spectra: 375\n", "Size distribution parameters:\n", "Maximum diameter = 6200\n", "Power index = -2.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:375 is 43.7 seconds\n", "\n", "Number of the spectra: 376\n", "Size distribution parameters:\n", "Maximum diameter = 6400\n", "Power index = -2.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:376 is 45.5 seconds\n", "\n", "Number of the spectra: 377\n", "Size distribution parameters:\n", "Maximum diameter = 6600\n", "Power index = -2.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:377 is 47.0 seconds\n", "\n", "Number of the spectra: 378\n", "Size distribution parameters:\n", "Maximum diameter = 6800\n", "Power index = -2.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:378 is 48.5 seconds\n", "\n", "Number of the spectra: 379\n", "Size distribution parameters:\n", "Maximum diameter = 7000\n", "Power index = -2.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:379 is 50.6 seconds\n", "\n", "Number of the spectra: 380\n", "Size distribution parameters:\n", "Maximum diameter = 7200\n", "Power index = -2.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:380 is 52.3 seconds\n", "\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Number of the spectra: 381\n", "Size distribution parameters:\n", "Maximum diameter = 7400\n", "Power index = -2.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:381 is 53.7 seconds\n", "\n", "Number of the spectra: 382\n", "Size distribution parameters:\n", "Maximum diameter = 7600\n", "Power index = -2.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:382 is 55.1 seconds\n", "\n", "Number of the spectra: 383\n", "Size distribution parameters:\n", "Maximum diameter = 7800\n", "Power index = -2.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:383 is 57.1 seconds\n", "\n", "Number of the spectra: 384\n", "Size distribution parameters:\n", "Maximum diameter = 8000\n", "Power index = -2.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:384 is 58.8 seconds\n", "\n", "Number of the spectra: 385\n", "Size distribution parameters:\n", "Maximum diameter = 8200\n", "Power index = -2.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:385 is 60.4 seconds\n", "\n", "Number of the spectra: 386\n", "Size distribution parameters:\n", "Maximum diameter = 8400\n", "Power index = -2.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:386 is 62.5 seconds\n", "\n", "Number of the spectra: 387\n", "Size distribution parameters:\n", "Maximum diameter = 8600\n", "Power index = -2.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:387 is 64.2 seconds\n", "\n", "Number of the spectra: 388\n", "Size distribution parameters:\n", "Maximum diameter = 8800\n", "Power index = -2.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:388 is 66.3 seconds\n", "\n", "Number of the spectra: 389\n", "Size distribution parameters:\n", "Maximum diameter = 9000\n", "Power index = -2.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:389 is 68.0 seconds\n", "\n", "Number of the spectra: 390\n", "Size distribution parameters:\n", "Maximum diameter = 4000\n", "Power index = -2.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:390 is 26.3 seconds\n", "\n", "Number of the spectra: 391\n", "Size distribution parameters:\n", "Maximum diameter = 4200\n", "Power index = -2.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:391 is 27.7 seconds\n", "\n", "Number of the spectra: 392\n", "Size distribution parameters:\n", "Maximum diameter = 4400\n", "Power index = -2.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:392 is 29.5 seconds\n", "\n", "Number of the spectra: 393\n", "Size distribution parameters:\n", "Maximum diameter = 4600\n", "Power index = -2.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:393 is 31.1 seconds\n", "\n", "Number of the spectra: 394\n", "Size distribution parameters:\n", "Maximum diameter = 4800\n", "Power index = -2.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:394 is 32.8 seconds\n", "\n", "Number of the spectra: 395\n", "Size distribution parameters:\n", "Maximum diameter = 5000\n", "Power index = -2.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:395 is 34.3 seconds\n", "\n", "Number of the spectra: 396\n", "Size distribution parameters:\n", "Maximum diameter = 5200\n", "Power index = -2.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:396 is 35.7 seconds\n", "\n", "Number of the spectra: 397\n", "Size distribution parameters:\n", "Maximum diameter = 5400\n", "Power index = -2.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:397 is 37.5 seconds\n", "\n", "Number of the spectra: 398\n", "Size distribution parameters:\n", "Maximum diameter = 5600\n", "Power index = -2.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:398 is 38.9 seconds\n", "\n", "Number of the spectra: 399\n", "Size distribution parameters:\n", "Maximum diameter = 5800\n", "Power index = -2.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:399 is 40.5 seconds\n", "\n", "Number of the spectra: 400\n", "Size distribution parameters:\n", "Maximum diameter = 6000\n", "Power index = -2.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:400 is 42.3 seconds\n", "\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Number of the spectra: 401\n", "Size distribution parameters:\n", "Maximum diameter = 6200\n", "Power index = -2.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:401 is 43.6 seconds\n", "\n", "Number of the spectra: 402\n", "Size distribution parameters:\n", "Maximum diameter = 6400\n", "Power index = -2.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:402 is 45.0 seconds\n", "\n", "Number of the spectra: 403\n", "Size distribution parameters:\n", "Maximum diameter = 6600\n", "Power index = -2.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:403 is 46.6 seconds\n", "\n", "Number of the spectra: 404\n", "Size distribution parameters:\n", "Maximum diameter = 6800\n", "Power index = -2.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:404 is 48.7 seconds\n", "\n", "Number of the spectra: 405\n", "Size distribution parameters:\n", "Maximum diameter = 7000\n", "Power index = -2.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:405 is 50.6 seconds\n", "\n", "Number of the spectra: 406\n", "Size distribution parameters:\n", "Maximum diameter = 7200\n", "Power index = -2.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:406 is 52.2 seconds\n", "\n", "Number of the spectra: 407\n", "Size distribution parameters:\n", "Maximum diameter = 7400\n", "Power index = -2.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:407 is 54.1 seconds\n", "\n", "Number of the spectra: 408\n", "Size distribution parameters:\n", "Maximum diameter = 7600\n", "Power index = -2.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:408 is 55.7 seconds\n", "\n", "Number of the spectra: 409\n", "Size distribution parameters:\n", "Maximum diameter = 7800\n", "Power index = -2.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:409 is 57.2 seconds\n", "\n", "Number of the spectra: 410\n", "Size distribution parameters:\n", "Maximum diameter = 8000\n", "Power index = -2.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:410 is 59.0 seconds\n", "\n", "Number of the spectra: 411\n", "Size distribution parameters:\n", "Maximum diameter = 8200\n", "Power index = -2.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:411 is 60.7 seconds\n", "\n", "Number of the spectra: 412\n", "Size distribution parameters:\n", "Maximum diameter = 8400\n", "Power index = -2.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:412 is 62.6 seconds\n", "\n", "Number of the spectra: 413\n", "Size distribution parameters:\n", "Maximum diameter = 8600\n", "Power index = -2.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:413 is 64.7 seconds\n", "\n", "Number of the spectra: 414\n", "Size distribution parameters:\n", "Maximum diameter = 8800\n", "Power index = -2.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:414 is 66.1 seconds\n", "\n", "Number of the spectra: 415\n", "Size distribution parameters:\n", "Maximum diameter = 9000\n", "Power index = -2.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:415 is 68.4 seconds\n", "\n", "Number of the spectra: 416\n", "Size distribution parameters:\n", "Maximum diameter = 4000\n", "Power index = -2.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:416 is 26.1 seconds\n", "\n", "Number of the spectra: 417\n", "Size distribution parameters:\n", "Maximum diameter = 4200\n", "Power index = -2.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:417 is 28.1 seconds\n", "\n", "Number of the spectra: 418\n", "Size distribution parameters:\n", "Maximum diameter = 4400\n", "Power index = -2.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:418 is 29.4 seconds\n", "\n", "Number of the spectra: 419\n", "Size distribution parameters:\n", "Maximum diameter = 4600\n", "Power index = -2.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:419 is 31.1 seconds\n", "\n", "Number of the spectra: 420\n", "Size distribution parameters:\n", "Maximum diameter = 4800\n", "Power index = -2.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:420 is 32.4 seconds\n", "\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Number of the spectra: 421\n", "Size distribution parameters:\n", "Maximum diameter = 5000\n", "Power index = -2.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:421 is 34.0 seconds\n", "\n", "Number of the spectra: 422\n", "Size distribution parameters:\n", "Maximum diameter = 5200\n", "Power index = -2.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:422 is 35.7 seconds\n", "\n", "Number of the spectra: 423\n", "Size distribution parameters:\n", "Maximum diameter = 5400\n", "Power index = -2.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:423 is 37.2 seconds\n", "\n", "Number of the spectra: 424\n", "Size distribution parameters:\n", "Maximum diameter = 5600\n", "Power index = -2.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:424 is 39.1 seconds\n", "\n", "Number of the spectra: 425\n", "Size distribution parameters:\n", "Maximum diameter = 5800\n", "Power index = -2.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:425 is 40.6 seconds\n", "\n", "Number of the spectra: 426\n", "Size distribution parameters:\n", "Maximum diameter = 6000\n", "Power index = -2.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:426 is 41.9 seconds\n", "\n", "Number of the spectra: 427\n", "Size distribution parameters:\n", "Maximum diameter = 6200\n", "Power index = -2.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:427 is 43.9 seconds\n", "\n", "Number of the spectra: 428\n", "Size distribution parameters:\n", "Maximum diameter = 6400\n", "Power index = -2.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:428 is 45.3 seconds\n", "\n", "Number of the spectra: 429\n", "Size distribution parameters:\n", "Maximum diameter = 6600\n", "Power index = -2.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:429 is 46.8 seconds\n", "\n", "Number of the spectra: 430\n", "Size distribution parameters:\n", "Maximum diameter = 6800\n", "Power index = -2.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:430 is 48.6 seconds\n", "\n", "Number of the spectra: 431\n", "Size distribution parameters:\n", "Maximum diameter = 7000\n", "Power index = -2.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:431 is 50.3 seconds\n", "\n", "Number of the spectra: 432\n", "Size distribution parameters:\n", "Maximum diameter = 7200\n", "Power index = -2.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:432 is 52.0 seconds\n", "\n", "Number of the spectra: 433\n", "Size distribution parameters:\n", "Maximum diameter = 7400\n", "Power index = -2.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:433 is 53.9 seconds\n", "\n", "Number of the spectra: 434\n", "Size distribution parameters:\n", "Maximum diameter = 7600\n", "Power index = -2.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:434 is 55.4 seconds\n", "\n", "Number of the spectra: 435\n", "Size distribution parameters:\n", "Maximum diameter = 7800\n", "Power index = -2.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:435 is 57.6 seconds\n", "\n", "Number of the spectra: 436\n", "Size distribution parameters:\n", "Maximum diameter = 8000\n", "Power index = -2.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:436 is 59.1 seconds\n", "\n", "Number of the spectra: 437\n", "Size distribution parameters:\n", "Maximum diameter = 8200\n", "Power index = -2.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:437 is 60.8 seconds\n", "\n", "Number of the spectra: 438\n", "Size distribution parameters:\n", "Maximum diameter = 8400\n", "Power index = -2.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:438 is 62.6 seconds\n", "\n", "Number of the spectra: 439\n", "Size distribution parameters:\n", "Maximum diameter = 8600\n", "Power index = -2.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:439 is 64.6 seconds\n", "\n", "Number of the spectra: 440\n", "Size distribution parameters:\n", "Maximum diameter = 8800\n", "Power index = -2.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:440 is 66.1 seconds\n", "\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Number of the spectra: 441\n", "Size distribution parameters:\n", "Maximum diameter = 9000\n", "Power index = -2.6\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:441 is 68.0 seconds\n", "\n", "Number of the spectra: 442\n", "Size distribution parameters:\n", "Maximum diameter = 4000\n", "Power index = -2.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:442 is 26.3 seconds\n", "\n", "Number of the spectra: 443\n", "Size distribution parameters:\n", "Maximum diameter = 4200\n", "Power index = -2.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:443 is 27.9 seconds\n", "\n", "Number of the spectra: 444\n", "Size distribution parameters:\n", "Maximum diameter = 4400\n", "Power index = -2.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:444 is 29.2 seconds\n", "\n", "Number of the spectra: 445\n", "Size distribution parameters:\n", "Maximum diameter = 4600\n", "Power index = -2.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:445 is 30.9 seconds\n", "\n", "Number of the spectra: 446\n", "Size distribution parameters:\n", "Maximum diameter = 4800\n", "Power index = -2.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:446 is 32.4 seconds\n", "\n", "Number of the spectra: 447\n", "Size distribution parameters:\n", "Maximum diameter = 5000\n", "Power index = -2.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:447 is 33.9 seconds\n", "\n", "Number of the spectra: 448\n", "Size distribution parameters:\n", "Maximum diameter = 5200\n", "Power index = -2.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:448 is 35.7 seconds\n", "\n", "Number of the spectra: 449\n", "Size distribution parameters:\n", "Maximum diameter = 5400\n", "Power index = -2.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:449 is 37.1 seconds\n", "\n", "Number of the spectra: 450\n", "Size distribution parameters:\n", "Maximum diameter = 5600\n", "Power index = -2.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:450 is 38.8 seconds\n", "\n", "Number of the spectra: 451\n", "Size distribution parameters:\n", "Maximum diameter = 5800\n", "Power index = -2.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:451 is 40.4 seconds\n", "\n", "Number of the spectra: 452\n", "Size distribution parameters:\n", "Maximum diameter = 6000\n", "Power index = -2.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:452 is 42.1 seconds\n", "\n", "Number of the spectra: 453\n", "Size distribution parameters:\n", "Maximum diameter = 6200\n", "Power index = -2.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:453 is 43.9 seconds\n", "\n", "Number of the spectra: 454\n", "Size distribution parameters:\n", "Maximum diameter = 6400\n", "Power index = -2.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:454 is 45.4 seconds\n", "\n", "Number of the spectra: 455\n", "Size distribution parameters:\n", "Maximum diameter = 6600\n", "Power index = -2.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:455 is 47.0 seconds\n", "\n", "Number of the spectra: 456\n", "Size distribution parameters:\n", "Maximum diameter = 6800\n", "Power index = -2.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:456 is 48.8 seconds\n", "\n", "Number of the spectra: 457\n", "Size distribution parameters:\n", "Maximum diameter = 7000\n", "Power index = -2.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:457 is 50.3 seconds\n", "\n", "Number of the spectra: 458\n", "Size distribution parameters:\n", "Maximum diameter = 7200\n", "Power index = -2.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:458 is 51.9 seconds\n", "\n", "Number of the spectra: 459\n", "Size distribution parameters:\n", "Maximum diameter = 7400\n", "Power index = -2.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:459 is 53.8 seconds\n", "\n", "Number of the spectra: 460\n", "Size distribution parameters:\n", "Maximum diameter = 7600\n", "Power index = -2.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:460 is 55.5 seconds\n", "\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Number of the spectra: 461\n", "Size distribution parameters:\n", "Maximum diameter = 7800\n", "Power index = -2.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:461 is 57.0 seconds\n", "\n", "Number of the spectra: 462\n", "Size distribution parameters:\n", "Maximum diameter = 8000\n", "Power index = -2.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:462 is 58.7 seconds\n", "\n", "Number of the spectra: 463\n", "Size distribution parameters:\n", "Maximum diameter = 8200\n", "Power index = -2.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:463 is 60.2 seconds\n", "\n", "Number of the spectra: 464\n", "Size distribution parameters:\n", "Maximum diameter = 8400\n", "Power index = -2.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:464 is 62.3 seconds\n", "\n", "Number of the spectra: 465\n", "Size distribution parameters:\n", "Maximum diameter = 8600\n", "Power index = -2.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:465 is 64.1 seconds\n", "\n", "Number of the spectra: 466\n", "Size distribution parameters:\n", "Maximum diameter = 8800\n", "Power index = -2.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:466 is 65.7 seconds\n", "\n", "Number of the spectra: 467\n", "Size distribution parameters:\n", "Maximum diameter = 9000\n", "Power index = -2.7\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:467 is 67.4 seconds\n", "\n", "Number of the spectra: 468\n", "Size distribution parameters:\n", "Maximum diameter = 4000\n", "Power index = -2.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:468 is 26.1 seconds\n", "\n", "Number of the spectra: 469\n", "Size distribution parameters:\n", "Maximum diameter = 4200\n", "Power index = -2.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:469 is 27.6 seconds\n", "\n", "Number of the spectra: 470\n", "Size distribution parameters:\n", "Maximum diameter = 4400\n", "Power index = -2.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:470 is 29.0 seconds\n", "\n", "Number of the spectra: 471\n", "Size distribution parameters:\n", "Maximum diameter = 4600\n", "Power index = -2.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:471 is 30.8 seconds\n", "\n", "Number of the spectra: 472\n", "Size distribution parameters:\n", "Maximum diameter = 4800\n", "Power index = -2.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:472 is 32.2 seconds\n", "\n", "Number of the spectra: 473\n", "Size distribution parameters:\n", "Maximum diameter = 5000\n", "Power index = -2.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:473 is 33.7 seconds\n", "\n", "Number of the spectra: 474\n", "Size distribution parameters:\n", "Maximum diameter = 5200\n", "Power index = -2.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:474 is 35.5 seconds\n", "\n", "Number of the spectra: 475\n", "Size distribution parameters:\n", "Maximum diameter = 5400\n", "Power index = -2.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:475 is 36.8 seconds\n", "\n", "Number of the spectra: 476\n", "Size distribution parameters:\n", "Maximum diameter = 5600\n", "Power index = -2.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:476 is 38.4 seconds\n", "\n", "Number of the spectra: 477\n", "Size distribution parameters:\n", "Maximum diameter = 5800\n", "Power index = -2.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:477 is 40.1 seconds\n", "\n", "Number of the spectra: 478\n", "Size distribution parameters:\n", "Maximum diameter = 6000\n", "Power index = -2.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:478 is 41.6 seconds\n", "\n", "Number of the spectra: 479\n", "Size distribution parameters:\n", "Maximum diameter = 6200\n", "Power index = -2.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:479 is 43.4 seconds\n", "\n", "Number of the spectra: 480\n", "Size distribution parameters:\n", "Maximum diameter = 6400\n", "Power index = -2.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:480 is 45.0 seconds\n", "\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Number of the spectra: 481\n", "Size distribution parameters:\n", "Maximum diameter = 6600\n", "Power index = -2.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:481 is 47.3 seconds\n", "\n", "Number of the spectra: 482\n", "Size distribution parameters:\n", "Maximum diameter = 6800\n", "Power index = -2.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:482 is 48.7 seconds\n", "\n", "Number of the spectra: 483\n", "Size distribution parameters:\n", "Maximum diameter = 7000\n", "Power index = -2.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:483 is 50.3 seconds\n", "\n", "Number of the spectra: 484\n", "Size distribution parameters:\n", "Maximum diameter = 7200\n", "Power index = -2.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:484 is 52.2 seconds\n", "\n", "Number of the spectra: 485\n", "Size distribution parameters:\n", "Maximum diameter = 7400\n", "Power index = -2.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:485 is 53.9 seconds\n", "\n", "Number of the spectra: 486\n", "Size distribution parameters:\n", "Maximum diameter = 7600\n", "Power index = -2.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:486 is 55.4 seconds\n", "\n", "Number of the spectra: 487\n", "Size distribution parameters:\n", "Maximum diameter = 7800\n", "Power index = -2.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:487 is 57.4 seconds\n", "\n", "Number of the spectra: 488\n", "Size distribution parameters:\n", "Maximum diameter = 8000\n", "Power index = -2.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:488 is 58.8 seconds\n", "\n", "Number of the spectra: 489\n", "Size distribution parameters:\n", "Maximum diameter = 8200\n", "Power index = -2.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:489 is 60.8 seconds\n", "\n", "Number of the spectra: 490\n", "Size distribution parameters:\n", "Maximum diameter = 8400\n", "Power index = -2.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:490 is 62.4 seconds\n", "\n", "Number of the spectra: 491\n", "Size distribution parameters:\n", "Maximum diameter = 8600\n", "Power index = -2.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:491 is 64.4 seconds\n", "\n", "Number of the spectra: 492\n", "Size distribution parameters:\n", "Maximum diameter = 8800\n", "Power index = -2.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:492 is 66.1 seconds\n", "\n", "Number of the spectra: 493\n", "Size distribution parameters:\n", "Maximum diameter = 9000\n", "Power index = -2.8\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:493 is 67.8 seconds\n", "\n", "Number of the spectra: 494\n", "Size distribution parameters:\n", "Maximum diameter = 4000\n", "Power index = -2.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:494 is 26.6 seconds\n", "\n", "Number of the spectra: 495\n", "Size distribution parameters:\n", "Maximum diameter = 4200\n", "Power index = -2.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:495 is 27.9 seconds\n", "\n", "Number of the spectra: 496\n", "Size distribution parameters:\n", "Maximum diameter = 4400\n", "Power index = -2.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:496 is 29.3 seconds\n", "\n", "Number of the spectra: 497\n", "Size distribution parameters:\n", "Maximum diameter = 4600\n", "Power index = -2.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:497 is 31.0 seconds\n", "\n", "Number of the spectra: 498\n", "Size distribution parameters:\n", "Maximum diameter = 4800\n", "Power index = -2.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:498 is 32.4 seconds\n", "\n", "Number of the spectra: 499\n", "Size distribution parameters:\n", "Maximum diameter = 5000\n", "Power index = -2.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:499 is 34.1 seconds\n", "\n", "Number of the spectra: 500\n", "Size distribution parameters:\n", "Maximum diameter = 5200\n", "Power index = -2.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:500 is 35.5 seconds\n", "\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Number of the spectra: 501\n", "Size distribution parameters:\n", "Maximum diameter = 5400\n", "Power index = -2.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:501 is 36.9 seconds\n", "\n", "Number of the spectra: 502\n", "Size distribution parameters:\n", "Maximum diameter = 5600\n", "Power index = -2.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:502 is 38.9 seconds\n", "\n", "Number of the spectra: 503\n", "Size distribution parameters:\n", "Maximum diameter = 5800\n", "Power index = -2.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:503 is 40.3 seconds\n", "\n", "Number of the spectra: 504\n", "Size distribution parameters:\n", "Maximum diameter = 6000\n", "Power index = -2.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:504 is 41.9 seconds\n", "\n", "Number of the spectra: 505\n", "Size distribution parameters:\n", "Maximum diameter = 6200\n", "Power index = -2.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:505 is 43.7 seconds\n", "\n", "Number of the spectra: 506\n", "Size distribution parameters:\n", "Maximum diameter = 6400\n", "Power index = -2.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:506 is 44.9 seconds\n", "\n", "Number of the spectra: 507\n", "Size distribution parameters:\n", "Maximum diameter = 6600\n", "Power index = -2.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:507 is 47.0 seconds\n", "\n", "Number of the spectra: 508\n", "Size distribution parameters:\n", "Maximum diameter = 6800\n", "Power index = -2.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:508 is 48.2 seconds\n", "\n", "Number of the spectra: 509\n", "Size distribution parameters:\n", "Maximum diameter = 7000\n", "Power index = -2.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:509 is 50.1 seconds\n", "\n", "Number of the spectra: 510\n", "Size distribution parameters:\n", "Maximum diameter = 7200\n", "Power index = -2.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:510 is 52.1 seconds\n", "\n", "Number of the spectra: 511\n", "Size distribution parameters:\n", "Maximum diameter = 7400\n", "Power index = -2.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:511 is 53.4 seconds\n", "\n", "Number of the spectra: 512\n", "Size distribution parameters:\n", "Maximum diameter = 7600\n", "Power index = -2.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:512 is 55.5 seconds\n", "\n", "Number of the spectra: 513\n", "Size distribution parameters:\n", "Maximum diameter = 7800\n", "Power index = -2.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:513 is 56.8 seconds\n", "\n", "Number of the spectra: 514\n", "Size distribution parameters:\n", "Maximum diameter = 8000\n", "Power index = -2.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:514 is 58.7 seconds\n", "\n", "Number of the spectra: 515\n", "Size distribution parameters:\n", "Maximum diameter = 8200\n", "Power index = -2.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:515 is 60.4 seconds\n", "\n", "Number of the spectra: 516\n", "Size distribution parameters:\n", "Maximum diameter = 8400\n", "Power index = -2.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:516 is 62.1 seconds\n", "\n", "Number of the spectra: 517\n", "Size distribution parameters:\n", "Maximum diameter = 8600\n", "Power index = -2.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:517 is 63.8 seconds\n", "\n", "Number of the spectra: 518\n", "Size distribution parameters:\n", "Maximum diameter = 8800\n", "Power index = -2.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:518 is 65.7 seconds\n", "\n", "Number of the spectra: 519\n", "Size distribution parameters:\n", "Maximum diameter = 9000\n", "Power index = -2.9\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:519 is 67.3 seconds\n", "\n", "Number of the spectra: 520\n", "Size distribution parameters:\n", "Maximum diameter = 4000\n", "Power index = -3.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:520 is 26.5 seconds\n", "\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Number of the spectra: 521\n", "Size distribution parameters:\n", "Maximum diameter = 4200\n", "Power index = -3.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:521 is 27.6 seconds\n", "\n", "Number of the spectra: 522\n", "Size distribution parameters:\n", "Maximum diameter = 4400\n", "Power index = -3.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:522 is 29.3 seconds\n", "\n", "Number of the spectra: 523\n", "Size distribution parameters:\n", "Maximum diameter = 4600\n", "Power index = -3.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:523 is 31.1 seconds\n", "\n", "Number of the spectra: 524\n", "Size distribution parameters:\n", "Maximum diameter = 4800\n", "Power index = -3.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:524 is 32.7 seconds\n", "\n", "Number of the spectra: 525\n", "Size distribution parameters:\n", "Maximum diameter = 5000\n", "Power index = -3.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:525 is 33.8 seconds\n", "\n", "Number of the spectra: 526\n", "Size distribution parameters:\n", "Maximum diameter = 5200\n", "Power index = -3.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:526 is 35.6 seconds\n", "\n", "Number of the spectra: 527\n", "Size distribution parameters:\n", "Maximum diameter = 5400\n", "Power index = -3.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:527 is 36.9 seconds\n", "\n", "Number of the spectra: 528\n", "Size distribution parameters:\n", "Maximum diameter = 5600\n", "Power index = -3.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:528 is 38.8 seconds\n", "\n", "Number of the spectra: 529\n", "Size distribution parameters:\n", "Maximum diameter = 5800\n", "Power index = -3.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:529 is 40.3 seconds\n", "\n", "Number of the spectra: 530\n", "Size distribution parameters:\n", "Maximum diameter = 6000\n", "Power index = -3.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:530 is 41.8 seconds\n", "\n", "Number of the spectra: 531\n", "Size distribution parameters:\n", "Maximum diameter = 6200\n", "Power index = -3.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:531 is 43.5 seconds\n", "\n", "Number of the spectra: 532\n", "Size distribution parameters:\n", "Maximum diameter = 6400\n", "Power index = -3.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:532 is 45.1 seconds\n", "\n", "Number of the spectra: 533\n", "Size distribution parameters:\n", "Maximum diameter = 6600\n", "Power index = -3.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:533 is 47.0 seconds\n", "\n", "Number of the spectra: 534\n", "Size distribution parameters:\n", "Maximum diameter = 6800\n", "Power index = -3.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:534 is 48.4 seconds\n", "\n", "Number of the spectra: 535\n", "Size distribution parameters:\n", "Maximum diameter = 7000\n", "Power index = -3.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:535 is 50.0 seconds\n", "\n", "Number of the spectra: 536\n", "Size distribution parameters:\n", "Maximum diameter = 7200\n", "Power index = -3.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:536 is 51.8 seconds\n", "\n", "Number of the spectra: 537\n", "Size distribution parameters:\n", "Maximum diameter = 7400\n", "Power index = -3.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:537 is 53.2 seconds\n", "\n", "Number of the spectra: 538\n", "Size distribution parameters:\n", "Maximum diameter = 7600\n", "Power index = -3.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:538 is 55.1 seconds\n", "\n", "Number of the spectra: 539\n", "Size distribution parameters:\n", "Maximum diameter = 7800\n", "Power index = -3.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:539 is 57.0 seconds\n", "\n", "Number of the spectra: 540\n", "Size distribution parameters:\n", "Maximum diameter = 8000\n", "Power index = -3.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:540 is 58.6 seconds\n", "\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Number of the spectra: 541\n", "Size distribution parameters:\n", "Maximum diameter = 8200\n", "Power index = -3.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:541 is 60.2 seconds\n", "\n", "Number of the spectra: 542\n", "Size distribution parameters:\n", "Maximum diameter = 8400\n", "Power index = -3.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:542 is 62.6 seconds\n", "\n", "Number of the spectra: 543\n", "Size distribution parameters:\n", "Maximum diameter = 8600\n", "Power index = -3.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:543 is 63.8 seconds\n", "\n", "Number of the spectra: 544\n", "Size distribution parameters:\n", "Maximum diameter = 8800\n", "Power index = -3.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:544 is 66.2 seconds\n", "\n", "Number of the spectra: 545\n", "Size distribution parameters:\n", "Maximum diameter = 9000\n", "Power index = -3.0\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:545 is 67.5 seconds\n", "\n", "Number of the spectra: 546\n", "Size distribution parameters:\n", "Maximum diameter = 4000\n", "Power index = -3.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:546 is 26.4 seconds\n", "\n", "Number of the spectra: 547\n", "Size distribution parameters:\n", "Maximum diameter = 4200\n", "Power index = -3.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:547 is 27.7 seconds\n", "\n", "Number of the spectra: 548\n", "Size distribution parameters:\n", "Maximum diameter = 4400\n", "Power index = -3.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:548 is 29.4 seconds\n", "\n", "Number of the spectra: 549\n", "Size distribution parameters:\n", "Maximum diameter = 4600\n", "Power index = -3.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:549 is 30.7 seconds\n", "\n", "Number of the spectra: 550\n", "Size distribution parameters:\n", "Maximum diameter = 4800\n", "Power index = -3.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:550 is 32.5 seconds\n", "\n", "Number of the spectra: 551\n", "Size distribution parameters:\n", "Maximum diameter = 5000\n", "Power index = -3.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:551 is 33.9 seconds\n", "\n", "Number of the spectra: 552\n", "Size distribution parameters:\n", "Maximum diameter = 5200\n", "Power index = -3.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:552 is 35.5 seconds\n", "\n", "Number of the spectra: 553\n", "Size distribution parameters:\n", "Maximum diameter = 5400\n", "Power index = -3.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:553 is 37.0 seconds\n", "\n", "Number of the spectra: 554\n", "Size distribution parameters:\n", "Maximum diameter = 5600\n", "Power index = -3.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:554 is 38.6 seconds\n", "\n", "Number of the spectra: 555\n", "Size distribution parameters:\n", "Maximum diameter = 5800\n", "Power index = -3.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:555 is 40.1 seconds\n", "\n", "Number of the spectra: 556\n", "Size distribution parameters:\n", "Maximum diameter = 6000\n", "Power index = -3.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:556 is 41.9 seconds\n", "\n", "Number of the spectra: 557\n", "Size distribution parameters:\n", "Maximum diameter = 6200\n", "Power index = -3.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:557 is 43.5 seconds\n", "\n", "Number of the spectra: 558\n", "Size distribution parameters:\n", "Maximum diameter = 6400\n", "Power index = -3.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:558 is 45.4 seconds\n", "\n", "Number of the spectra: 559\n", "Size distribution parameters:\n", "Maximum diameter = 6600\n", "Power index = -3.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:559 is 47.0 seconds\n", "\n", "Number of the spectra: 560\n", "Size distribution parameters:\n", "Maximum diameter = 6800\n", "Power index = -3.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:560 is 48.6 seconds\n", "\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Number of the spectra: 561\n", "Size distribution parameters:\n", "Maximum diameter = 7000\n", "Power index = -3.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:561 is 50.0 seconds\n", "\n", "Number of the spectra: 562\n", "Size distribution parameters:\n", "Maximum diameter = 7200\n", "Power index = -3.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:562 is 52.1 seconds\n", "\n", "Number of the spectra: 563\n", "Size distribution parameters:\n", "Maximum diameter = 7400\n", "Power index = -3.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:563 is 53.6 seconds\n", "\n", "Number of the spectra: 564\n", "Size distribution parameters:\n", "Maximum diameter = 7600\n", "Power index = -3.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:564 is 55.4 seconds\n", "\n", "Number of the spectra: 565\n", "Size distribution parameters:\n", "Maximum diameter = 7800\n", "Power index = -3.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:565 is 57.4 seconds\n", "\n", "Number of the spectra: 566\n", "Size distribution parameters:\n", "Maximum diameter = 8000\n", "Power index = -3.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:566 is 59.0 seconds\n", "\n", "Number of the spectra: 567\n", "Size distribution parameters:\n", "Maximum diameter = 8200\n", "Power index = -3.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:567 is 60.6 seconds\n", "\n", "Number of the spectra: 568\n", "Size distribution parameters:\n", "Maximum diameter = 8400\n", "Power index = -3.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:568 is 62.4 seconds\n", "\n", "Number of the spectra: 569\n", "Size distribution parameters:\n", "Maximum diameter = 8600\n", "Power index = -3.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:569 is 63.9 seconds\n", "\n", "Number of the spectra: 570\n", "Size distribution parameters:\n", "Maximum diameter = 8800\n", "Power index = -3.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:570 is 66.0 seconds\n", "\n", "Number of the spectra: 571\n", "Size distribution parameters:\n", "Maximum diameter = 9000\n", "Power index = -3.1\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:571 is 67.7 seconds\n", "\n", "Number of the spectra: 572\n", "Size distribution parameters:\n", "Maximum diameter = 4000\n", "Power index = -3.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:572 is 26.4 seconds\n", "\n", "Number of the spectra: 573\n", "Size distribution parameters:\n", "Maximum diameter = 4200\n", "Power index = -3.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:573 is 27.7 seconds\n", "\n", "Number of the spectra: 574\n", "Size distribution parameters:\n", "Maximum diameter = 4400\n", "Power index = -3.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:574 is 29.2 seconds\n", "\n", "Number of the spectra: 575\n", "Size distribution parameters:\n", "Maximum diameter = 4600\n", "Power index = -3.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:575 is 30.6 seconds\n", "\n", "Number of the spectra: 576\n", "Size distribution parameters:\n", "Maximum diameter = 4800\n", "Power index = -3.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:576 is 32.3 seconds\n", "\n", "Number of the spectra: 577\n", "Size distribution parameters:\n", "Maximum diameter = 5000\n", "Power index = -3.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:577 is 33.7 seconds\n", "\n", "Number of the spectra: 578\n", "Size distribution parameters:\n", "Maximum diameter = 5200\n", "Power index = -3.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:578 is 35.3 seconds\n", "\n", "Number of the spectra: 579\n", "Size distribution parameters:\n", "Maximum diameter = 5400\n", "Power index = -3.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:579 is 36.9 seconds\n", "\n", "Number of the spectra: 580\n", "Size distribution parameters:\n", "Maximum diameter = 5600\n", "Power index = -3.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:580 is 39.0 seconds\n", "\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Number of the spectra: 581\n", "Size distribution parameters:\n", "Maximum diameter = 5800\n", "Power index = -3.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:581 is 40.4 seconds\n", "\n", "Number of the spectra: 582\n", "Size distribution parameters:\n", "Maximum diameter = 6000\n", "Power index = -3.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:582 is 42.1 seconds\n", "\n", "Number of the spectra: 583\n", "Size distribution parameters:\n", "Maximum diameter = 6200\n", "Power index = -3.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:583 is 43.5 seconds\n", "\n", "Number of the spectra: 584\n", "Size distribution parameters:\n", "Maximum diameter = 6400\n", "Power index = -3.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:584 is 45.0 seconds\n", "\n", "Number of the spectra: 585\n", "Size distribution parameters:\n", "Maximum diameter = 6600\n", "Power index = -3.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:585 is 47.0 seconds\n", "\n", "Number of the spectra: 586\n", "Size distribution parameters:\n", "Maximum diameter = 6800\n", "Power index = -3.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:586 is 48.4 seconds\n", "\n", "Number of the spectra: 587\n", "Size distribution parameters:\n", "Maximum diameter = 7000\n", "Power index = -3.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:587 is 50.7 seconds\n", "\n", "Number of the spectra: 588\n", "Size distribution parameters:\n", "Maximum diameter = 7200\n", "Power index = -3.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:588 is 52.0 seconds\n", "\n", "Number of the spectra: 589\n", "Size distribution parameters:\n", "Maximum diameter = 7400\n", "Power index = -3.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:589 is 53.6 seconds\n", "\n", "Number of the spectra: 590\n", "Size distribution parameters:\n", "Maximum diameter = 7600\n", "Power index = -3.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:590 is 55.4 seconds\n", "\n", "Number of the spectra: 591\n", "Size distribution parameters:\n", "Maximum diameter = 7800\n", "Power index = -3.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:591 is 57.6 seconds\n", "\n", "Number of the spectra: 592\n", "Size distribution parameters:\n", "Maximum diameter = 8000\n", "Power index = -3.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:592 is 59.0 seconds\n", "\n", "Number of the spectra: 593\n", "Size distribution parameters:\n", "Maximum diameter = 8200\n", "Power index = -3.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:593 is 60.9 seconds\n", "\n", "Number of the spectra: 594\n", "Size distribution parameters:\n", "Maximum diameter = 8400\n", "Power index = -3.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:594 is 62.4 seconds\n", "\n", "Number of the spectra: 595\n", "Size distribution parameters:\n", "Maximum diameter = 8600\n", "Power index = -3.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:595 is 64.1 seconds\n", "\n", "Number of the spectra: 596\n", "Size distribution parameters:\n", "Maximum diameter = 8800\n", "Power index = -3.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:596 is 66.2 seconds\n", "\n", "Number of the spectra: 597\n", "Size distribution parameters:\n", "Maximum diameter = 9000\n", "Power index = -3.2\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:597 is 68.0 seconds\n", "\n", "Number of the spectra: 598\n", "Size distribution parameters:\n", "Maximum diameter = 4000\n", "Power index = -3.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:598 is 26.4 seconds\n", "\n", "Number of the spectra: 599\n", "Size distribution parameters:\n", "Maximum diameter = 4200\n", "Power index = -3.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:599 is 27.8 seconds\n", "\n", "Number of the spectra: 600\n", "Size distribution parameters:\n", "Maximum diameter = 4400\n", "Power index = -3.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:600 is 29.4 seconds\n", "\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Number of the spectra: 601\n", "Size distribution parameters:\n", "Maximum diameter = 4600\n", "Power index = -3.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:601 is 30.9 seconds\n", "\n", "Number of the spectra: 602\n", "Size distribution parameters:\n", "Maximum diameter = 4800\n", "Power index = -3.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:602 is 32.5 seconds\n", "\n", "Number of the spectra: 603\n", "Size distribution parameters:\n", "Maximum diameter = 5000\n", "Power index = -3.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:603 is 33.9 seconds\n", "\n", "Number of the spectra: 604\n", "Size distribution parameters:\n", "Maximum diameter = 5200\n", "Power index = -3.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:604 is 35.8 seconds\n", "\n", "Number of the spectra: 605\n", "Size distribution parameters:\n", "Maximum diameter = 5400\n", "Power index = -3.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:605 is 37.3 seconds\n", "\n", "Number of the spectra: 606\n", "Size distribution parameters:\n", "Maximum diameter = 5600\n", "Power index = -3.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:606 is 39.1 seconds\n", "\n", "Number of the spectra: 607\n", "Size distribution parameters:\n", "Maximum diameter = 5800\n", "Power index = -3.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:607 is 40.7 seconds\n", "\n", "Number of the spectra: 608\n", "Size distribution parameters:\n", "Maximum diameter = 6000\n", "Power index = -3.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:608 is 42.3 seconds\n", "\n", "Number of the spectra: 609\n", "Size distribution parameters:\n", "Maximum diameter = 6200\n", "Power index = -3.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:609 is 43.9 seconds\n", "\n", "Number of the spectra: 610\n", "Size distribution parameters:\n", "Maximum diameter = 6400\n", "Power index = -3.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:610 is 45.6 seconds\n", "\n", "Number of the spectra: 611\n", "Size distribution parameters:\n", "Maximum diameter = 6600\n", "Power index = -3.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:611 is 47.2 seconds\n", "\n", "Number of the spectra: 612\n", "Size distribution parameters:\n", "Maximum diameter = 6800\n", "Power index = -3.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:612 is 48.8 seconds\n", "\n", "Number of the spectra: 613\n", "Size distribution parameters:\n", "Maximum diameter = 7000\n", "Power index = -3.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:613 is 50.8 seconds\n", "\n", "Number of the spectra: 614\n", "Size distribution parameters:\n", "Maximum diameter = 7200\n", "Power index = -3.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:614 is 52.2 seconds\n", "\n", "Number of the spectra: 615\n", "Size distribution parameters:\n", "Maximum diameter = 7400\n", "Power index = -3.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:615 is 54.2 seconds\n", "\n", "Number of the spectra: 616\n", "Size distribution parameters:\n", "Maximum diameter = 7600\n", "Power index = -3.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:616 is 55.8 seconds\n", "\n", "Number of the spectra: 617\n", "Size distribution parameters:\n", "Maximum diameter = 7800\n", "Power index = -3.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:617 is 57.3 seconds\n", "\n", "Number of the spectra: 618\n", "Size distribution parameters:\n", "Maximum diameter = 8000\n", "Power index = -3.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:618 is 58.9 seconds\n", "\n", "Number of the spectra: 619\n", "Size distribution parameters:\n", "Maximum diameter = 8200\n", "Power index = -3.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:619 is 61.2 seconds\n", "\n", "Number of the spectra: 620\n", "Size distribution parameters:\n", "Maximum diameter = 8400\n", "Power index = -3.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:620 is 63.0 seconds\n", "\n" ] }, { "data": { "image/png": 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fJk+ePNFwcHDIIR8fH69ITU1FQ0Mjy8tn7dq15tllNTQ0pOy7bFC/uDLvqjOoX79+1PLlyy1dXFyS7OzscuyyPyQ1a9aMEUKwdu1ak2nTpr3MaN+4ceObHPUBSEhIUKhUqizPZPny5e+ccKl8+fIxx48fN4qOjlZkHFE8efJE4+rVq/oWFhZ5Wj88PDwSbG1tk+7cuaPz008/vdd31EdVGiRJihVC1AN+QZ3nQABHgZGSJGU+oxGAkpwhoX1RO01OQ+1PcANoIknS1Wxyw1ArABl0TP+AWsnwQ51NUoE6MZQ5aqvBTaCbJEkbsq17f7rS8T3QB3iJOrnT9ALf/NtQdyLc2gqHv4Ou6/MVbVbWhq8bFWfOofsUtzJgaN13jTyVkZH5r1O+fPnSlStXjm7dunWEq6trYkREhHLfvn1G69evt2jWrFl4sWLFkgB+/vnngOPHjxtVq1at5OjRowOLFy+e6O/vr/H3338b7dq1y9fMzCzVw8Mj9rfffrOysbFJtrCwSFmxYoXZy5cvc+yAixUrFn/p0iX9DRs2GNnZ2SVbWVmllChRIqlUqVLxGzZsMJ85c6ZFlSpVYnV0dKRKlSrFT5w48eXOnTtNqlevXnLIkCEvS5UqlRATE6O4e/eu9pkzZ/SPHj366EM9Hw8Pj8SWLVuGzZo1yy4tLU1UrFgx7siRIwZHjhwxBnhTxELt2rUjt2/fbjZjxoz44sWLJ27dutX4ypUr7+w/8MMPPwRWqVLFpE6dOsVGjRr1MiEhQcyaNcvGzMwsOb8NokKhYN68eU+7d+/u0rx5c9GxY8cwCwuLlMDAQI2zZ8/q29vbJ/3www8v85wgHz62pQFJkp4C7d8g48dr34LM7fHA6PRPfuP7oH655yfzEHVipgIhSdJ21FaJD4++JdQcDUenwMOj4Fo/X/GhdV15EBTD7L99cLHQo0kZOfmTjIxMTiZPnvz84MGDRj///LNtaGiohkKhkBwdHRMnTJjwbNKkSa+OGUqUKJF0+vTpe+PHj7edNm2aXWxsrNLS0jI5syPhpk2bHg8YMMBh3Lhx9lpaWmktWrQI79Onj3/Xrl2z7FxmzZr1vH///g79+vVzTkhIULRr1y5027Ztfl999VXIxYsX9aZPn24XHR2ttLW1TXr+/PktMzOz1AsXLtwbP3687YIFC6yDgoI0DAwMUp2cnBJat25dYKfHd2Xt2rVPvvzyy9QlS5ZYJycniypVqkTPnTv3adeuXV2NjY3zzYD1xx9/+A8YMED89NNPdgB16tSJXLNmzeM6deqUepe1eHl5JWzevPnht99+W6Rfv37OlpaWyV999VXgoUOHjJ49e5avI1vnzp0jzczMfKZPn24zYsQIx8TERIW5uXly+fLlY7t16/bODvxCkusZfHAqVKggXb58+e0GJSfA7zUgJQEGnwXt/HMyJCSn0uWP89x7EcWWQdUoW8ToX6xYRkamsCKEuCJJUoW8+m/cuOHn4eER8jHX9F9n8uTJVtOnTy/i4+NzK8Ma86mIjIxUuLi4lK1Xr172zJ7vjRs3bph7eHg45tb30S0NMgVEQ1sdQbG8sfqYouX8fMW1NZQs61WBVotPM3rzdfZ/VRMNpVz5XEZGRuZt2LBhg9GtW7d0PD094xQKBSdOnNBfunSpdebjm49J7969i1arVi22SJEiSc+ePdP89ddfLaOiopRjxowJevPo94+sNBRmilaCqkPh7CIo2RyKNcxX3MJAi6mty9B/9WUWHHnAmEbFZcdIGRkZmbfA0NAwdd++fcaLFi2yjo+PV1hZWSX37dv35dy5cwM+xXoSExMVP/zwg11oaKiGhoaG5O7uHrt79+77lStXjv8U65GVhsJO3Ynw8BhsHwCDToJx/impG7hZ0a68HYuPPyQpNY0Jzd7pKE1GRkbm/5LmzZvHNG/e/N6bJT8OGzduLFTljWX7dWFHQwc6r4G0VNjcG1LenI5iTkcPule254+TjzlxP/gjLFJGRkZG5v8BWWn4HDBzgTa/QcBV2DFIrUDkg0IhmNzCjWKW+nyz9QaRce9Wl0RGRkZGRiYzstLwuVCqBTScCt47YO8oeEPUi7aGknmdyhEak8TkXbeRo2RkZGRkZP4tstLwOVF9BNT8Gq6ugsOT36g4lC1ixMgGxdh9I4AtV559pEXKyMjIyPxXkZWGQoZvpC9fHfuKyMTI3AXqTYKKA9QRFYcmvfGoYnAdV6o6mzFp520u+X3UgpwyMjIyMv8xZKWhkJGUmsSJZydYcHVB7gJCQNNZUGkgnFsM276A1LzTsysVgl+7e2JnrMOIDdeIT8pfyZCRkZGRkckLWWkoZJQwLUG3Ut3Yen8rN4Nv5i6kUECz2a99HLZ9Aal5Ozua6Gkys707gZEJ/H7ig6Vtl5GRkZH5jyMrDYWQIR5DsNCxYNr5aaTmd/xQfQQ0mgZ3dsKmnpAUm6doJSdTWrjb8Os/D7n1LI+jDxkZGZn/Ex49eqTRu3fvouXKlSupo6NTXgjh5ePjo5ld7vLly9qNGjVysbS0dNfR0Snv6upa+vvvv7dKTn5zVFpqairffvuttZ2dXVktLS3PEiVKuK1cudI4N9m5c+eaOzk5ldbU1PR0dHQsM2vWLIt/f5fvH1lpKIToa+ozttJY7obdZZPPpvyFqw2HZnPg/kFY1zFfxWFq6zKY6WkxfMNVYhI/asVZGRkZmULF3bt3tffu3WtqZGSU4uXlFZObjJ+fn0bDhg1LPH36VOunn37y37Rp08OmTZtGTJ06tciIESPs3nSNkSNH2s2dO9f2iy++CNq6desDLy+v2H79+rls2rQpS3GguXPnmo8dO9ahRYsWEdu2bXvQqlWrsPHjx9vPnDmz0CkOcsGqj8C7FKySJIlBhwdxK+QWe9ruwVwnR5n6rNzaqs4a6VAdum0GTd1cxS48DqXrsvM0K2vDgi7lUSrkNNMyMp8TcsGq90NqaipKpRKAefPmmY8ZM8bh3r17t0qUKPGqvsScOXPMx44d63Djxo3b7u7urzLrtWjRwvnChQv6wcF5nSHD8+fPVU5OTu5Dhw598csvv7xKQV21atXioaGhqvv3798BSE5OxsrKyqNOnTqR27dv98uQ69ixo+ORI0eMXrx4cVNLS+ujvqjzK1glWxoKKUIIJlSeQGJqInMuz3nzgLIdoM3v4Hcadn6ZZzhmZWczxjYuyd6bgYzYcE22OMjIyPxfkqEw5EdSUpIAyF4S29DQMCUtLS3fHdfOnTsNk5OTRb9+/UIzt3fp0iX0wYMHOvfu3dMEOHr0qH54eLiqZ8+eWcLbevXqFRoREaE6dOiQfgFv6aMgKw2FGEcjR/qV6ce+x/s48/zMmwd4dIb638GdXXBmAaSl5So2uI4LE5qV5MDtQFotOs2j4FwtczIyMjL/1/Ts2TPc2Ng4ZeDAgfb37t3TDAsLU6xevdp4x44dZoMHD36R31hvb28dTU1NqXTp0lly/7u7u8cDXL9+XQfg5s2bOgCenp5ZClBlfH379m3t93lP/xa5YFUhp3/Z/hx9epQJpyewpeUWLHUt8x9Q/St4eh6OfK9OO91xlTpMMxsDa7ngXsSYIeuu0nbJGRZ2LU+dEm+YW0ZGRiadsVtvFL3/Ijr3c9CPRHFrg7jZHTz8P9T8RYsWTTl16tS9Nm3auJYqVaosqK3Ao0ePDpg2bdrL/MaGh4erDAwMUhWKrHtzCwuLVIDQ0FAlQFhYmDK9PYvZ19LSMiW9v1C9p2VLQyFHW6XN3NpziU+JZ+yJsaSkveE4QaGErhuhzgS1xeHa2jxFqzibsWtodWyMdOiz4hLd/zzPhcehecrLyMjI/D8REBCgateunYuOjk7aihUrHu3Zs+f+iBEjAhcsWGAzceJE6/zGSpKEECLHOXF2P8KMr0Uum7vCSKHSYGRyx9nYmclVJjPh9AR+vvAzk6pMyv8HTKGAWmPB7xTsGw2mzuBYPVfRoqa67BhajTXnnvDnaV86/3Ge5mVt+KFVaSwMtD7QHcnIyHzufMgdfmHhxx9/tA4ICNDy9fW9mWEhaNGiRXRqaqqYNWuW7bBhw0JsbGxy3cmZmJikREVFqdLS0shsbQgJCVECmJmZpQKYmpqmAgQFBakcHBxexXEGBQWp0vsLleOZbGn4TGjp0pJ+Zfqx+f5mllxf8uYBCgV0Wg0mjrC5J0TmXXtCV1PFoNounPqmLqMbFufI3Zc0XXCK4/eCSEuTo2tkZGT+P7lz546Ovb19QobCkEHlypVjU1JSxJ07d/LcWZUuXTohKSkph8ytW7d0AMqVKxcPr30crl27lsV34dq1azoAZcqUSXg/d/N++OhKgxCiqBBiqxAiUggRJYTYLoSwL+BYbSHEbCFEoBAiXghxTghRKxe50UKIPelykhDih1xkbIQQPwshLqevJVgIcTSP+Vamz5P9M/9dnkF+JAcFEfjjj6TF5sy3MNJzJO2KtWPpzaWsu7vuzZPpmkKXDZCSBBu6QFz+tSe0NZSMqF+M3cNqYKKrQd+Vl6g4/Qg/H7iLf1jcu96SjIyMzGeJpaVl8tOnT7WDg4OzhFqcP39eD8DBwSEp95HQtm3bSA0NDWnFihWmmds3btxoVqxYsfiSJUsmAdSrVy/W2Ng4Ze3atWaZ5dasWWNqZGSU2rBhw0Llqf5RjyeEELrAMSAR6A1IwDTguBDCXZKkvDMTqfkLaA6MBR4DQ4G/hRBVJUm6nkluABAF7AS+zGMuL6AzsAI4D2gCQ4B/hBCtJEnam00+GGiVrS3wDet9a5L9/YnYsBGFpiZW336bpU8IweQqk4lMjGTGxRloKDToVKJT/hOau0KnlbChG2zsBn32q60Q+VDC2oDdw2qw71YgR+685M9Tviw7+ZjW5ez4qn4xHM31/uVdysjIyHx6VqxYYQJw5coVXYCdO3caWVpaplhaWiY3b948ZsiQIcG7du0yrVu3bvGRI0e+sLCwSDl27JjB0qVLrRo2bBjh6ur66jhBpVJ5tWvXLmTz5s1PAOzs7FL69+//cvHixTYGBgZpFSpUiNuwYYPJ+fPnDdauXfswY5yWlpb07bffBowfP95+xIgRSY0aNYo+cuSIwZYtW8ynT5/+VFtbu1CZez9qcichxFfAPKCEJEkP09ucgAfAN5IkzctnrAdwHegnSdKK9DYV4A34SJLUKpOsQpKktPT+ZOBHSZJ+yDafMRAjSVJKpraM+V5KklQrU/tKoIEkSUXe5b7fNrnTiylTCN+wEceNG9Dx8MjRn5iayKjjozj1/BS93Hox2ms0SsUbYo6vroHdw6D1r1C++1ut/0VkAivO+LLqnB/JqRIdPIswulFxrAwLVSSQjMz/BXJyp/eHEMIrt/aKFSvGXLx40Qfg6NGjelOmTLG5c+eObkxMjNLOzi6pXbt2Yd99990LfX19KfNc7dq1C922bZtfRltKSgoTJkywWbt2rXlISIiGo6NjwrfffhvYt2/f8OzXnD17tvmSJUusAwICNG1sbJIGDx78cvz48cEf4LbfSH7JnT620nAU0JYkqXq29hMAkiTVzmfsZGAyYCxJUlym9h+B8YChJEmJ2cbkqTTkc51NQAVJklwyta3kIyoNqTExPG7REqWBPk7btiE0c6RDJyUthTmX57Du7jpqF6nNzFoz0dPIxwKQlgbLG0PoAxh0EowLdCKUhaDoBH49/oj1F56ioRSMbFCcPtUd0VDKrjEyMh8LWWmQ+dAUpoyQpYHbubR7A24FGOubWWHINFYTcP23ixNCaAJVgbu5dFsKIUKEEClCiPtCiHFCiDenFHsHlPr6WP/wPYkPHhLyx7JcZVQKFeMrjWdi5Ymcfn6angd6EhiTz2mJQgFtf4e0VNjcG1IS85bNA0sDbX5oVZpDo2pRycmU6fvv0mzBKa49zaE0y8jIyMj8B/nYSoMpkNsbJgww+RdjM/r/LT8ARYCZ2dqvA2OATqj9Gk4APwNL38M1c8WgTh0MmzcnZOlSEh88yFOuS8ku/NrgV17EvKDrvq55l9MGMHOB1kvUSZ/2j80z1fSbcDTXY3mfivzZqwJxSal0+P0ci44+IFWOtJCRkZH5T/Mp7Mq5vVkKktVC/Iuxb55ciG6ojzmmSpJ0KnOfJEnzJUlaJEnSMUmS9kuSNABYAHwhhCiWx3wD0yMzLgcHv9uxlNXECSj19Aj87nukPFJCA1SzrcbaZmvRUenQ92Bfjj49mvekbq2gxii4ugp2fAlJ7xYVIYSggZsV+7+qSfOyNsw9fJ+uf5wnMDL+zYNlZGRkZD5LPrbSEE7uFgETcrciZCYsn7EZ/e+EEKIlsBL4S5Kk7ws4bEP6v7meLUqS9IckSRUkSapgYfFu1U1VpqZYfvMN8deuEbZ6db6yzsbOrG++npKmJfnmxDeceX4mR+axV9T/HupOhJubYFk9CPN9p/UBGOlosKBLOeZ18sA7IJJWi8/IxxUyMjIy/1E+ttLgjdo3ITtuwJ0CjHVKD9vMPjYJeJhzyJsRQtQHtgA7gEFvMzT93w9qkzdq2wb9+vUJmjOX+OvX85U10TZhcf3F2Ojb8OWRLxl3alzuioMQUPsb6LkdogPhz/rw5Ow7r1EIQTvPIuwYWh1tDQWd/zjPgVvvPRpVRkZGRuYT87GVht1AFSGEc0aDEMIRqJ7e96axGkDHTGNVqHMtHMoeOVEQhBBVgV3AUaCHJEl5nwHkpBtqheHS2173bRBCYPvTdDSsrXk2ajQp4fnv4k20TdjcYjNflPmCA74HWOW9Km9hl3ow4BjomMDK5rBrGES9+8u+uJUBu4bWoKydEcM2XONv73yLwMnIyMjIfGZ8bKVhGeAH7BJCtBZCtEL90vYnk1OhEMIhPUrhu4y29ORNm4D5Qoj+6RaCjYATkOVIQQhRQQjRAWiX3uQmhOiQ/tFNlykJ7ANCgNmAlxCiSsYn21pOCiGGCCEaCSFaCiGWA8OBpZIkPXqfDyg3lEZG2M2fT2pICM+GDiMtIf+soroaunzl+RUNHRoy98pclt7Ix1/TzEWtOFQZAjc2wiJPOP4zJL9b5lJTPU1W9atEWTsjRm68zr0XUe80j4yMjIxM4eOjKg3pGR/rAfeBNcA6wBeoJ0lS5lSZAlDmsr6+qDM4TkP9wi8KNJEk6Wo2uWGojxw2pX/dMf3rLUBG/ecqqP0hHIDjwLlsnwyiUftLjENt7dgMlANGoM5I+d556ZvzRatTpjS2s2YSf+0aAWO/QUpNzWXka4QQzKo1i5bOLVl8fTG7Hu7KW1jbCBpPh2GXoHhjODED/moAIXlHbeSHvpaKP3p6YaCtYuDqK0TE5ZlpVUZGRkbmM+KjJnf6f+Vtkjs9vhbMgaW3aNDXjRKVc1ZeDVu1ipc/z8Cke3esJk18YznV5NRkBh8ZzIUXFxhXcRw93Hq8eRE+B2HnYEiKAdcG4NYGSrcB1dtVvbzyJJwuf5yjhqs5y/tU/GxKv8rIFGbk5E4yH5rClNxJ5g04upth42rEP+vuERaQsxSHae/emPbpQ/i6dQTP+yXvCIl0NJQaLGmwhLpF6zLn8hx8wnzevIgSTWDwGajwBQRchx0DYYEHnF0EiQWvneLlYMLEZqU47hPMqrN+BR4nIyMjI1M4kZWGQoZCqaBx/zJoaCk5+MctkhNzHkNYfjMW406dCF22jIBvxiEl5W/+11JqMbX6VIy0jJh8ZjIJKQXwVzC0haYzYJQ39NwB5sXg0CSYX0bt85AQWaD76V3NkXolLfnpwD3uBsr+DTIyMoWDR48eafTu3btouXLlSuro6JQXQnj5+PjkyNl/+fJl7UaNGrlYWlq66+jolHd1dS39/fffWyUnJ+c2bRZevHih7Nu3b9EiRYqU1dbW9rSzsyvbq1cv+4CAgCzFIjt06ODo7OxcWl9fv7yurm75EiVKuE2fPt0yJSUlr6k/GbLSUAjRM9ai4RelCX8Zx7kdOf0shUKB9Y8/YDFyJFF79vC03xekhIbmO6eRlhFTqk3hXtg9vjv73RstFK9QKNRRFr33QP+jYF9N7fOwoByc/01ddjsfhBDM7uCOkY4GIzZcIyE5f18MGRkZmY/B3bt3tffu3WtqZGSU4uXllasJ1c/PT6Nhw4Ylnj59qvXTTz/5b9q06WHTpk0jpk6dWmTEiBF2+c2flpZGs2bNiu3cudN0+PDhL7Zu3fpg+PDhL3bv3m3arFkz17RMCfsSEhIUAwcODFq1atWjtWvXPqpVq1bU5MmTiw4YMKDoe77tf43s0/AReNuCVRmc2nyfm8ee0WZ0eeyK555lO3LvPgInTEChp4fN9OkY1Kub75x/3vqTBVcXMKzcMAZ5vE1aikwE3oBDk8H3BJg4QtNZagfKfDh5P5heyy/StVJRfmpbVvZvkJF5R2SfhvdDamoqSqW6fNC8efPMx4wZ43Dv3r1bJUqUeLUTmjNnjvnYsWMdbty4cdvd3f1VWH+LFi2cL1y4oB8cnHfe/ps3b2p5eHiUmT179pOvv/761fdj1qxZFuPGjbO/fv36bQ8PjzxTBbRs2dLp2LFjxrGxsdf+9c2+JbJPw2dKldYuGFrocGz13VyPKQCMWjTHcesWNGxseDZ0KMGLlyDlY9L6oswXNHduzuLri5l5cSbJqW82seXAxgN67YLu20ClDes7wZa+EBOU55BaxS0YUseFDRf9+fPUu2eglJGRkXkfZCgM+ZGUlCQAjI2Ns/wBNjQ0TElLS8t355OYmCjSZbOMNTY2TgFITU3Nd7yJiUmqUqksdLt6WWkoxGhoKanfqyRRoQkcX3svzyMF7eLFcVi/DqNWLQlZvBj/gQNJi83pRAnq44Jp1afRvVR31t5dS88DPXkZ+/LtFycEFGsAg06pU1Lf2wuLK4L3jjyHfN2oBM3L2jB9/12WHH9Y8CMSGRkZmU9Az549w42NjVMGDhxof+/ePc2wsDDF6tWrjXfs2GE2ePDgfLPXeXl5JVSoUCFm1qxZtidPntSNjIxUHD9+XHfmzJm2tWrVivT09MziXJaWlkZycjIhISHKlStXGm/bts1s0KBB7/DH+cOierOIzKfEtpgJlVs5c2HXY8yL6OPZ2CFXOYW2NrYzZ6JbqRKB333Pw0aNMR8yGNPu3XPIZpTVrmhVkQmnJ9B1X1cW1ltIGfMyb79AlaY6JbVbG3WY5pY+8OQcNJqm7su8RoVgfpdyaCgFs//2ISohmfFNSspHFTIynyM7hxYl6E72tP4fF0u3ONos8f9Q0xctWjTl1KlT99q0aeNaqlSpsqDeeI0ePTpg2rRp+b7QFQoFR48efdChQwen2rVrl8por1OnTuSePXtyOKtt2rTJqFu3bq4Z1xgyZMiL2bNnF7p8/LLS8Bng1cSB0OcxnNv5CFNbPRzLmucpa9y+PRpFixKy5FdeTp2GUl8fo9atc5Wt71CfNYZrGHFsBD3396SHWw8GuQ9CX1P/7RdpURz6HoAj38P5XyHoDnTdAFoGWcQ0lArmdSqHgbYGS088JjIumaltyqChlI1eMjIyhYuAgABVu3btXHR0dNJWrFjxyNzcPPXIkSMGCxYssNHS0pKmT5+er7Whe/fuDtevX9ebNWvWkzJlyiTcvn1be+bMmXYtWrRwOXr06MPMRySNGjWKOXHixN3w8HDl4cOHDZcuXWolhGDRokXPP/iNvgWy0vAZIISgXs9SRLyM4/Bf3nQYXwETa7085fUqVULHw4On/b4gYNx44q5fx/q773Ld0Rc3Kc6G5huYf3U+q7xXsefRHkZ6jaS1S+u3twCoNKHJz2qfh51DYGO3dL+HnBaHKa1LY6yrwaJjD/ENiWVORw+Kmn7aTYuMjMxb8AF3+IWFH3/80TogIEDL19f3poWFRSpAixYtolNTU8WsWbNshw0bFmJjY5OrE9nGjRuN9u7da7pz5877rVu3jgZo2rRpjKura1K7du2KbdiwwbhHjx4RGfJmZmaptWrVigNo3bp1tKamprRgwQKb0aNHBzk5Ob2D89mHQd7eFTJSkpK4uGsrqdmcGTW0lDQb7I5SQ8H+326RGJf/z5BCSwuHFcsx7d2biA0beTFlCml55HMw0Tbhx2o/sqH5BooYFGHymcmMOD6CyMSC5WLIgUcXaL0EfE/C3pGQi++CEIIxjUowr5MHt59HUn/eCX7c401w9FvXHZORkZH5INy5c0fH3t4+IUNhyKBy5cqxKSkp4s6dO3mmyb1586YOQM2aNbM4mNWqVSs2fW7t/K5dsWLF2LS0NO7fv/92qXg/MLLSUMh4cusap9av5NDvC3I4ChqYatNkYFmiQuLZu/gmSQn5J/4QmppYjh+Hab9+RGzYiP8X/fOtWVHavDSrm67mm4rfcPr5adrtbsdvN37DP+odNhTlukLt8XB9HZyel6dYO88iHBpdm9Yetqw+94S6c/5h86X//AZGRkbmM8DS0jL56dOn2sHBwVlCLc6fP68H4ODgkGeiGmtr62SAkydPZjELnzhxQg/Azs4u3yQ3//zzj4EQghIlShSqnZScp+Ej8LZ5Gs5v28iZzWup2Ko9tbr3zdH/6GoQf//pjbWzIS2Hl0ND682hQ+FbtvBi8ndYjBmN+YABb5S/FXyLX67+wqUX6srf9YrWY4D7gLdzlpQk2PaFOqKi505wrp2v+OPgGCbuuM25x6F8UcOJic1KoVDITpIyMpmR8zS8P1asWGECcOTIEYP169dbzJgx46mlpWWKpaVlcvPmzWOOHj2q17hx4xIlS5aMHzly5AsLC4uUY8eOGfz666/WdevWjTx06NArh0aVSuXVrl27kM2bNz8BCAsLU5QsWbIMwJgxYwLd3NwS7ty5oz179mxbDQ2NtHv37nkbGRmlbdy40WjlypVmzZs3j3R0dEyKiopS7N+/32jjxo0WXbp0CV63bt3Tj/1c8svTICsNH4G3VRokSeLo8t+5cWgfjQaNoGy9RjlkHlx+yeG/vLGwN6DZYHf0jPO3YEmSxPOvRhJ95AhFFi/CoF69Aq3lRewLtj3Yxvq764lKiqKKTRUGlB1AResCFqBKjIFl9SA+TB2eaWiTr3hqmsTUvXdYedaPZmWtmd+5PJoq2SAmI5OBrDS8P4QQXrm1V6xYMebixYs+AEePHtWbMmWKzZ07d3RjYmKUdnZ2Se3atQv77rvvXujr60uZ52rXrl3otm3b/DLaHj58qDFhwgTbM2fOGIaEhGiYm5sn16xZM+rnn38OyPBTuHbtmva4cePsbt68qRcWFqYyMDBIdXR0TOjfv3/wwIEDwwqST+J9IysNn5h3yQiZlpbKtp++J+DeHbr9NA8Le8ccMr43gjm8/A6a2kqafFkWayej/OeMjeVJn74k3r+P/YoV6HqWL/B6YpNj2eKzhVV3VhESH4K7uTtDyw+lmm21Nw8OugfL6qodJHvvAaVGvuKSJLHs1GN+2n+PZmWtWdilPCo5ukJGBpCVBpkPj5wR8jNEoVDSbNgYtPT02PvLDJIS4nPIOHlY0G6sFwqVgu2zr3Jxry+pqWm5zJY+p54eRZf+jsraCv/+/Yk6+HeB16OnoUefMn042P4gk6tMJiQ+hEGHB9H/UH+8Q7zzH2xZElougKfn1Omn36CoCiEYWMuFic1Ksf/WC77ZdpO0NFm5lZGRkfnUyEpDIUbP2IRmw8cSHhjAvgWzSMvFidG8iD6dJ1WieEUrLu31Zfvsq0S8jMtzTpWpKQ6rVqFVrBjPR47k5YyZSAWo1paBllKLTiU6saftHsZVHIdPmA9d9nXh6xNf8zwmn3Bi905QeTBc+A1OzCrQtQbUcmZUg+Jsv/qc73bfljNIysjIyHxiZKWhkGNfxp36X3zJ46uXOPLnklxfnFo6Khr0daPxgDJEBsex6adLXD30hISY3JUBDWtrHNasxqRHD8JWruRJ374kB+VdNyI3NJWa9HDrwYF2BxjkPoiTz07SdldbVt5eSUpaHlEdjX+Cct3hn5/g1Nw3WhwARtR3ZVBtZ9aef8qCow/eao0yMjIyMu8XWWn4DPBo2IzKbTtz69ghzm/bmKecq5clXSZVwtrJkHPbH7FlxiViwnOP1hGamlhPmojtnDkkeN/Bt03btzquyEBfU59h5Yexq/UuKltXZu6VuQw4NIDQ+FxKdSsU0GoRlO0IR6fAgW8gLf9S2UIIxjcpSQevIsw/8oDNl+VwTBkZGZlPhaw0fCZU79yD0rXrc3bLOm4dO5SnnL6JNq1Hlqfd157ExySzceoFbp94lqe8UYvmOG3ZjIaNDc9HjuTZ8BFvbXUAsNG3YWG9hUyvMZ1bIbfovLczd0Pv5hRUKKHtH1BtOFz8Azb1hKS8j1NArTj83K4sNYuZM2H7LU7cD37r9cnIyMjI/HtkpaGQIaVJxF55iZTN8U8IQcOBw3H08OTwssU8vnYp33lsXI1pP9YLSwcDTmy4z5ltD0lOyn1Xr+XqiuOmjVh+PYaYEyd43KIlEdt3vLUPgRCCVi6tWN10tdqZ8fBAHkXkqMuitjg0mgZNZ8P9A7CiCQTlomBkQkOp4NfunhSzMmDI2ivcfv6O2SplZGRkZN4ZWWkoZCTcCSV8y33Ctz1ASs360laqVLQc/S0WDk7s+WUGLx7ez3cuMzt9WgzzwK2GLdcPP2XHnKukJOeuOAiVCrP+/XHatROtYsUInDCB5yNGkHDv3lvfg5uZG381+guVQsXAQwN5Fp2HpaPyQOiyASKfwW/VYd8YiMnbymGgrcGKPhUx0tGg38pLPI/IGVEiIyMjI/Ph+OhKgxCiqBBiqxAiUggRJYTYLoSwL+BYbSHEbCFEoBAiXghxTghRKxe50UKIPelykhDih3zmHCCEuCeESBRC+AghvsxDro0Q4poQIkEI8UQIMUkI8d6zbmiXNsOwgT1xV14StvEeUkrWEEpNbR3ajf8BPSNjts/8kbCA/AugKZQK6vYoSZOBZQh+Gs2pTQ/ytSBoOTnhsGa12upw8hS+bdri26kzUX8fQkrLO5wzO/aG9vzR8A8S0xIZfGRw3nUsSjSBoRehQl+4vAIWVVBnkMwDayNtVvarRHxyKn2WXyTyDTU4ZGRkZGTeHx9VaRBC6ALHgJJAb6AnUAw4LoTIu2zja/4CBgDfAS2AQOBvIUS5bHIDAEtg5xvWMwBYCmwDmgBbgF+FEIOzyTVOl7kENAUWAJOAnwqw5rdCCIFhAweMmjsTfyuEsC33cxxV6Bmb0O7bKSBJbPhuLM/u3n7jvC6elng2duDO6QDObHmYr+IgFArM+ven2Il/sJowgbTISJ5/9RWPW7YicvdupJT8a15kUMykGAvrLuR5zHNG/TOK5NQ8XvB65tB8Lgy9oC6xvaUPnFmY57zFrQz4o2cF/EJjGbbhKqlyDgcZGRmZj8LHtjQMAJyBNpIk7ZQkaRfQCnAABuU3UAjhAXQDRkmStEySpKNAJ+ApMCWbeGlJkioDw/OZTwVMB9ZIkjRRkqTjkiRNAlYCU4UQmdMWzgBOS5I0MF1uHmqFYZQQwrrAd/8WGNS0w6ipI/E3gonY8yjHS97U1o6uU2ejo2/AlqmTuHH4wBt9EKq0cca9XhFuHPPn5Mb7pKbkbzlQGhtj2qsnzvv3YTdvLkKpJOCbcTxq2ozwzZuR8qiamRlPK0+mVJ/CpReX+PHcj/mv0bwY9NkPpdvB4clw5Ic8wzKrupgxpXUZTj0IYdbBtz9CkZGRkZF5ez620tAKOC9J0sOMBkmSfIEzQOsCjE0GNmUamwJsBBoLIbQytRfEjl4VsADWZmtfA5gBNUB9nAKUy0NOA7Xl4YNgULso+rXsiD0XSNSRnDVLTGzs6DptDkVLl+XIn0vYNWc6cVF5OwgKIajRsRjlGtpz+8Rzts26QviL2DzlX41TKjFs1gynnTso8usSlMbGvPjuex41bUbEtm1vtDy0cG7BYI/B7Hq0i79u/5X/xVSa0P5PqNAPTv8CJ2fnKdq1kj09qtiz9ORjdl3P/5hGRkZGJjOPHj3S6N27d9Fy5cqV1NHRKS+E8PLx8dHMLnf27FmdmjVrFtPV1S2vr69fvl69eq63b98ucLlqX19fjY4dOzqam5t7aGpqetrZ2ZUdOnSoXWaZSpUqlRBCeGX/TJkyxfJ93Ov75GMrDaWB3Gzp3oBbAcb6SpKUPT7PG9AEXN9hLeSynoycyG75yaUrO3G8ed3/CqOmTuh6WRF99CnRp3O+GHX0DWj/7Y/U7tEPv+uXWT12GI+uXMhzPiEE1du70mRQGaJC49n80yW8Tz0vUKSEUCgwqFcPx82bKLrsD5QmJgROnMSj5s3Vxxb5lN0e7DGYZk7NWHB1AQd8D+R/IYUSms8Dj25wfDpcXp6n6HctSlPJ0ZRvtt6UIypkZGQKzN27d7X37t1ramRklOLl5RWTm8ytW7e0GjZsWDI6Olr5xx9/+C5evNj32bNnmvXq1Svx/Plz1Zuu4ePjo1m5cuVSjx8/1poxY8bTHTt23B8/fnyASqXK8Qe3ePHi8UeOHLmX+dOnT5+w93Gv75M33vR7xhQIz6U9DDD5F2Mz+t92LeQyZ/b58pLLaHvb674VQghM2hVDSkwhcu9jhEqgX8U2q4xCQYWW7bAvW479i+awc9ZUiriVoXrHHhRxy72UtUt5S6wcjTi66g7/rPPhqXcYdXuURFs//2JSGWvSr1kTvRo1iDl+nOCFiwj4ZhwhS//Aavw49GvWzHXMlOpTeBH7gvGnxhOVGEXnkp3zuwi0WghxoeqoCl1zcGuVQ0xTpeDXHp60WnSagasvs3t4Dcz1C7wJkJGR+T+ladOm0aGhoTcA5s2bZ37mzBnD7DLTpk2zVigU0pEjRx6Ym5unAtSsWTPWzc2t7NSpU61///33vJPgAP3793ewsrJKPnv27H0tLa0MRSFXBUVfXz+1fv36bzb9fmI+RchlblvaAtRYRvyLsXnNl9d6CiqX57WFEAOFEJeFEJeDg/9dMiKhFJh2KYl2KVMidj4i9tKLXOUsHZ3pOXMBdXoNIPLlS7ZMm8jlPdtJjMs9eZK+iRatRpSjWntX/G6HsP7H89w+8SyH42We6xICg3r1cNq+Dbv58yEtDf8BA3n+9VhSwnIqyFpKLX5r8Bs17Woy7cI05l2eR1p+J0lKDei4Euy8YFt/eJq7BcVcX4ulPSsQGpvE0HVXScmnaJeMjIwMQEFKTl+9elW/fPnysRkKA4CLi0tysWLF4g8cOGCc31hvb2+t06dPG3755ZcvMykMnz0fW2nIa2duQu47+cyE5TM2o/9tyMtCYZqtPz9LhnFe15Uk6Q9JkipIklTBwsLirRaWmJgz9bNQKTDrXgqt4iaEb39A7LXc8xkoVRp4NW9N7zmLKVranRNrl7P6m+GEPPXLVV4oBOUb2tNhXAVMrPU4seE+2+dcJSqk4DkQhEKBYZPGOO3aifmwYUT9/Td+HTuR+PBhDlldDV3m151P5xKdWeG9gq9PfE1ccj4ZITV1odtmMLKDjd0g/EmuYmWLGPFzu7Jc8A1j9iGfAq9dRkZGJi8UCoWkoaGRYxeiqakp+fv7a8XFxeW5cTx+/Lg+gK6urlStWrVimpqanoaGhuXatm3r+OLFixway507d3QNDAzKqVQqz+LFi7v98ssv5u/3bt4PH/t4wpvXPgKZcQPuFGBsWyGEbja/BjcgCcj5hnrzfKSvJzDbfGRaT2a5cxlCQghHQLcA634rnj59ysaNG2nTpg3FixfP0idUCsx7liJkhTfhm30QSoGue+4KiZauHu0nTOH5XW/2zJ/B6m9G4Nm8NbV79EOInD/nFkUNaDO6PPcvvODkpgds+fkyjQaUpmjJgp++KDQ1sRg2FP3atfAfPAS/rt0osngxepUrZZFTKVRMrDyRIvpFmHdlHo8iHjGpyiQqWlfMfWJdU7XisKw+bOgC/f4G7RyWRNp5FuHKk3CWnniMp70JjUt/kMAWGRkZYPKZyUUfhj/U/ZRrcDVxjZtafeoHK0jj4uKScOXKFf3ExESRYS0IDw9XPHjwQFuSJIKDg1UODg65xpIHBARoAAwfPtyxbdu2oePHj39x//59rWnTphVp0KCBzo0bN+5mWDuqVasW3blz59CSJUsmhIeHq9asWWM2evRoh8DAQI1Zs2YF5jb/p+JjWxp2A1WEEM4ZDekv3+rpfW8aqwF0zDRWBXQGDkmSlHtlprw5B4QA3bO190BtPTgDIEnSU+BGHnLJwBu8+t4OY2NjDA0N2bBhAxcu5DTHCw0lZn1Ko+lgSNjGe8R7h+Q5lxCCIm5l6DVrEaXr1OfK3h1c3pt34iQhBCWq2NBxfAV0DDXZPf86+5bc4Pn98LdKKa1TtixOmzaisrLE/8svibt2Lddr9SnTh98b/k5iaiL9/u7H2BNjCYzJ4/fDvBh0WgXBPuqjijwKXX3X0g33IkZ8vfkGfiGF/nhQRkamEDNy5MiXQUFBGj179rT39fXVuH//vmbXrl0d4+PjlaC2ROQ1Ni09GV6lSpWi16xZ87RVq1bRX3/9dcjs2bOfeHt7627btu3Vzmf+/PkBY8aMCWnevHlMjx49Iv7+++9HDRo0iFi4cKFNZGRkocrc/LEtDcuAYcAuIcQk1H4CUwF/1EmWABBCOACPgCmSJE0BkCTpuhBiEzA/PYeCLzAYcCLbC10IUQFw5LVS5CaE6JD+//2SJMVJkpQshJiMOpnTc+AIUA/oBwyXJClzEoIJwF4hxFJgA1AedXKnBZIk5e5g8I4YGhrSt29ftm/fzoEDB4iMjKRhw4ZZrAMKTSXmfUoT8tdtQtffw6xrSXTK5G3J0jM2odHA4STGxXJy7XKS4uOp1rFbrhYHAGMrXTqM8+LGUX9u/fOMnfOuYelggFdTR5w8zPMclxkNOzscVqzAr0cP/Ad9icOqlWiXKpVDrpptNXa23sny28tZfns5J56dYHKVybR0aZlzUpe60GyW2jHy0GRokjO3lpZKya/dPWmx6DRD1l1l59DqaKoK1e+cjMx/gg+5wy8sNGrUKPbnn39+On36dLstW7aYA1StWjW6Xbt2ITt37jSztLTMM2TMzMwsBaB+/fpRmdvbtGkTNXDgQK5evarbqVOnqNxHQ+fOncOOHDlifOnSJZ0GDRoUmh3QR/1rKklSLOoX833UeQ7WoX7515MkKbNHqQCUuayvL7ACmAbsA4oCTSRJuppNbhjq7I4ZOR06pn+9BXWmyIz1/I5a8egE/A10BYZJkrQk27r3Ax2AKulyo1Andxr/Vg+ggGhpadG5c2cqVqzI2bNn2b17N6nZwhkV2irM+5VBw1af0HV3iTru/8Ysj81HfEPpOg04v20D+xfNISE2VydeADS1VVRs7kSv6dWo070EiXEpHPj9Fpt/uoTvjeACWR5UFhY4LF+OQk+PpwMGkvQsd0djbZU2Q8oNYXeb3biZuTHh9AT+upVHPoeK/aHSIDi/BK6szFWkiIkuszt4cCcwivlH8q/PISMjI5Mf48ePDw4KCrpx6dIl7wcPHtw8e/bs/RcvXmi6u7vH5ufg6O7ungAghMhVRqHI//Wb8Te2IJu0j8lH34JJkvRUkqT2kiQZSpJkIElSG0mS/LLJ+EmSJCRJ+iFbe7wkSaMlSbKWJElbkqTKkiT9k8s1+qSPz+2T/VpLJUkqLkmSliRJxSRJ+jWPdW+XJMkjXc5ekqQpkiTlnZjgX6JQKGjWrBm1a9fm2rVrbNmyheTkrEdnCh0VlgPLouNuQdTffoSuukNKRN6nNEqVisZffkX1zj3xOXeKlaMH8+DC2XzXodJUUrqmHd1+qEz93qVISkhl/28FVx407Oyw/3MZUnIy/l/0zzWqIgNbfVuWNVpGU8emzL86n4VXF+Y+f+OfwKW+2uLgdzrXuRq6WdGpQhF+P/GIK08KXaizjIzMZ4SOjo5UoUKFBFdX1+SLFy/qnD171mDAgAH5hsXVq1cvxtzcPPnw4cNGmdu3b99uBFC5cuV8rQcbN2401dbWTqtYsWKhqswn3rb8sczbU6FCBeny5cvvPP78+fMcPHgQJycnunTpgpZW1jwEkiQRcyaAqL/9QAiMmjiiV8UGochbQ335+CGHli4iyO8RrhWrUr/fl+ibmr1xLWmpady/+JJL+/2ICo7Hwt6Ais0dcXTP/9gi7uo1nvbti6aTE/bL/kCVT0RJaloqU89PZduDbYzyGkW/Mv1yCiVEqh0jEyJg0EkwtM0hEp2QTNMFp1AqBH+PrIW2xnuvLyYj89ERQlyRJKlCXv03btzw8/DwyNvZSeYVK1asMAE4cuSIwfr16y1mzJjx1NLSMsXS0jK5efPmMY8ePdKYP3++ZfXq1WO0tbXTLl26pLdw4ULrWrVqRe3bt+9x5rlUKpVXu3btQjZv3vwqxGvRokVmI0aMcOzatWtwhw4dIu7fv6/1008/2ZUqVSru3Llz9xUKBQcPHtSfMWOGdevWrSOcnZ0TIyIilKtXrzY7duyY8YQJE55Pnz79vR6BF4QbN26Ye3h4OObWJysNH4F/qzQA3Lx5kx07dmBjY0P37t3R08tZ3yslLIHwnQ9JvB+Ohq0exi2c0XI2znPOtNRULu/dwbkt61FqaFCrR1/K1mtcIHNYWmoaPhdecnm/L1EhCZgX1adiMye1z0MeykrM6TM8Gz4clbk59n8uQ9PBIe/5pTTGnRzHQb+DzKg5g+bOzXMKBd2DZfXAugz03qtOQZ2Nsw9D6PbnBYbVdeXrxiXeeF8yMoUdWWl4fwghvHJrr1ixYszFixd9/P39VZ07d3a+e/euTmxsrLJo0aKJPXr0CJk0adJLDQ2NHHO1a9cudNu2bX6Z25csWWI6f/58mydPnmgZGRmlNGvWLHzhwoXPjYyM0gBu376tNWTIEPt79+7pREREqFQqlVSiRIn4L7/8MmjQoEGfxEwqKw2fmPehNAD4+PiwZcsWjIyM6NWrF0ZGRjlkJEki/kYwkX/7kRqRiH5VW/Sq2aJhrpPnvOGBzzn8x2L879yiiFsZGg4YhqltkQKtKcPycHm/H5HB8Vg7G1KrSwks7A1ylY+/cQP/QV+CJGE7dy76NarnOXdSahKDDg/ievB1fm/wO5VtKucUur0dtvaFyl9C05m5zjN603X23Axg/4iaFLPKfV3/dVJS0/B5GY338ygSU9NQCkEJa33K2hnLjqKfGbLSIPOhkZWGT8z7UhoA/Pz82LBhA1paWvTs2ZO8EkelJaYSsfsRcdeDEAqBUTN1DQuFZu4mekmSuHXsECfXLSclMZF6/QbjXr9xgdeltjy84NyOR8THJFO+oT1VWjujUOZ8ISU9ecKzYcNJfPgQi69GYDZwICIPp6CopCh6H+jNi9gXrG22Fhdjl5xCByeoHSPb/wVlO+ToDolJpP7cE5SwNmDTwCqFzrHoQxGflMqJ+0EcuP2CY3eDiE7MWVhMS6Wghqs5nSsWpaGb1f/Ns/mckZUGmQ+NrDR8Yt6n0gAQGBjI2rVrkSSJ7t27Y2dnl6dsalQioRt8SPKNRGWpi8Ugd5R6edeXiI0I58CSeTy5eQ2Phk2p0bU32nr6BV5bYlwyZ3c84s6pAOyKG9Oofxl0DXMeG6TFxRH43fdE7d2LXq2aWE+cmOdxxYvYF3TZ2wU9DT3WN1+PkVY2C0tqMqxqCYE3oP9RsMpZQ2zdhSdM3HGb33t40qSMTYHv53MkNCaRP049Zu25J8QmpWKiq0FDNyuquZjjUdQYfS0VSalp3HoWyfnHofzt/YLAyARK2RgyvmlJahd/uwymMh8XWWmQ+dDISsMn5n0rDQChoaGsXr2a+Ph4unbtipOTU56ykiSRcDeM0PV30bDUxaynGyoT7Tzl01JTObVhFZf3bEdTR5fyTVrg2aw1uoY5j0Py4t75QP5Z54O+sRatR5XHwDTn9SRJInzdeoLnzSMtORnTbt0wHzIYZS7HLteCrtHv735UtKrIrw1+RaXIlmIk+gUsrQVaBjDwH/W/mUhJTaPpglMkp6ZxaFTt/6RJXpIkNl7yZ+reO8Qnp9LKw5bOFYpSyckUVS4WnwxSUtPYdT2ARcce4BcaR6+qDkxoVkp2HC2kyEqDzIcmP6Xhv/eX8/8EMzMzvvjiC4yMjFi7di13797NU1YIgY6bGWY93EgJS+DlwmvE3wnNU16hVFK7Rz96zlyIo4cnF3ZuYdmwfpzeuJrEuILlGClZxYY2o8oTH53EjjlXiQzOWV9CCIFpj+64/H0Q4zatCVu9mkdNmxFz8mQO2fKW5ZlcZTLnAs8x78q8nBc0sIYOyyHsMez5CrIpwyqlggnNS+EXGsfa87nXr/icufUskq7LzvPt9luUtzfm8KjaLOhSnmqu5vkqDKB+Nu29ivD3qFr0r+HE6nNPaLHoNN4BcqlxGRmZrMhKw2dMRvZIGxsbNm3axD///ENKSs5z6wx0SppiNbw8KmMtQlffIWTNHVLCEvKUt3R0puWo8fSZ8ysuXpW5sGMzfw7vz6U920lOenPWbmtnI1qPKk9SYgo7510jMjj3cGOVhQU2U6fitGM7KgsL/Ad9SfiWLTnk2hVrR7eS3VhzZw27Hu7KOZFjDag7EW5vg8vLc3TXKW5BDVdzFh57QEwu5/ufI2lpErP/vkfLxad58DKGqW3KsKZfZVwtC36klIGWSsmkFm6s+aISUfHJtPv1LEfvvvwAq5aRkflckY8nPgIf4ngiM0lJSezZs4dbt25hZ2dHx44dMTY2zlNeSkkj+tRzoo89RZLAsE4RDGoXQbzBHP3S9xGnN67G7/oV9M3MqdahG6Vr10fxhhKzIc+i2fnLNTS0lLQd7YlhPpEcafHxPPvqK2JPnsJy3DjM+vbJ0p+clszgw4O5GnSVFU1W4GHhkW2CNFjfEXxPwheHwbZclu4b/hG0XnKG8U1L8mXtXJwqPyPik1IZtek6B71f0LlCUSa1KIWBdt7+Km9DaEwifVde4k5AFHM7edC6XN5+MzIfF/l4QuZDI/s0fGI+tNKQgbe3Nzt37iQ1NRVPT08aNGiAtnbevgspEYlE7n9M/M0QlKbaGLdwRruU6Rs96P29b3Jq/SoCH/pgbGVD5badKFWzLkpV3qVMgp9Gs2v+NZQaCpoNdsfKMWeVygykpCSefzOO6IMHsf7hB0y6dM7SH5EQQdd9XUlITWBj841Y6VllnSA2FJbWBJUWfHkaNLPmtOj51wXuBkZxely9z/rcfvTm6+y49pyJzUrxRQ2n3L9vkgTRgRB0R13sK/yJuty4ngXYVwXb8pDH9zs6IZn+qy5z0S+Mqa3L0KNK3nk1ZD4estIg86GRlYZPzMdSGgDCw8M5e/Ysly9fRl9fn/r161O6dGmyJyLJTMKjCCJ2PSIlKA6t4iYYt3RGwyL/ireSJPHoykXObV1PkO8jDC2sqNy2I6Vr10epyv1aoc9j2LfkJnHRSdTrWZLilfIuXS2lpOA/dCixp05TZPFiDOrVzdL/IPwB3fd3p5RpKf5q/FdOx0jfU7CqhbpORbNZWbou+obRaek5fmjpRp/qeTuQFmaO3n3JF6suM6J+MUY3zFpCnZhg9RHN3d3w8rY6e2YGmgaQEg9p6cczhnZQohmU75HDKgOQkJzK0HVXOXoviLGNSzC0ruuHuymZAiErDTIfGllp+MR8TKUhg2fPnrF7926CgoIwMjKiRYsWuLi45FkkRUpNI+ZcIFGHnyClpGHcygX9ym8OTZQkCd9rlzm3dT0vHj3AwNyCmt36ULJarVx3vnFRSRz84xaBDyMpWcWaml2Ko6mdu4UiLTaWJ737kPjwIQ6rVqLjkfUoYt/jfYw/NZ6+Zfoy2mt0zgkOjIMLv0PvPeBUK0tXp6Xn8A+L4+Q3ddF4g6NgYaTPios8eBnDP2PrvF5/YjScnAPnFquVAquyULQiWLqBZSmwKAV6ZmrrQ2wwPDwC9/bBw6NqRaJEM6g3CaxKZ7lWcmoaX2+5wa7rAXxVvxijsispMh8VWWmQ+dDISsMn5lMoDaCu5/748WP27dtHeHg4RYsWpXv37vkeWaRGJxG25T6J98PRq2SNURNHFLpvPieXJAm/G1c5s2kNLx8/xNHDk4YDh2FobplDNjU1jcv7/LhywA8Dcx0a9nXD2jn3cM6U0FD8unYjLToax82b0CxaNEv/lHNT2HJ/C4vqLaJO0TpZByfFwe811HkcBp8B7ddHIsfuvaTfysv82t2TZmU/r7wNkXHJVJh+mL7VnZjQrBQkx8P5X+HsIogPh3LdodpwtaJQEBKi4MJSOLdI/czqjIfqI0H5WplLTZMYt+0mW688Y2SDYoxsICsOnwpZaZD50Mghl/+nKBQKXF1dGTJkCC1atOD58+esWLGCly/z9ohXGmhi3qc0BnWKEnvxBYGzLhF5+Alp8flHGwghcCrnRbfpc6nbZxDPfe6yZvxInt6+kfMaSgWVWznTZrQnaSlpbJt9haOr7hCbS4VOlZkZ9n8sRUpL49mQoaTFZg35HFdpHCVNSzLx9ESexzzPOlhTF9r+DlHP4NCkLF21i1tiZ6zDmnOfX/jlkbsvSU6V1MpOfDisbgNHp0CRitD/GLT5teAKA6iVqdpjYcR1KNUCjk2FFU0h9NErEaVCMLO9O+09izD/yAMWHHnw3u9LRuZjsWLFCpPGjRu72NraltXW1vZ0dHQsM3ToULvw8PAs78Tg4GBl586dHUxMTDx0dHTKV6tWrfjFixfz9uTOg6VLl5oKIbysrKzcs/dFR0crRo0aZevo6FhGW1vb09ra2r1t27aOPj4+ObPiFQJkS8NH4FNZGrLz4MEDdu7cSXx8PLVq1aJatWpoaub9c5kUGEv0kSfEe4citFUYNrBHv6oNogDm/PDA5+ycPY3wwOfU7T2A8k1a5iqXGJ/Clf1+3Djmj0KlwKuxPeUa2KPKlu465swZ/AcMxKB+PewWLMiSdvpp1FM67+2Mo6Ejq5uuRkOZzTJyaDKcXQj9/gb7Kq+alxx/yOy/fTgyuvY7hSh+KkZvus7JByFc+qoMYk1bCH0IbZdCmXbv5wK3tsK+0ZCWCp1Wg2v9V12paRJjt95g+9XnjG5YnBH1i72fa8oUGNnS8O/x8PAoaWdnl9SyZcsIe3v7pCtXrujOnj3b1tnZOeHq1av3lEolaWlpVKxYscSzZ8+0pkyZ8szMzCxl5syZNg8fPtS+fPnyHRcXl+SCXCskJERZsmTJMkIISaFQ8PLly5uZ+1u2bOl05MgR46+//jqgUqVKcX5+fpozZsywVSgU0u3bt+9kFLb6mPyr4wkhRD9glyRJeWcDksmXwqI0AMTGxrJ//368vb3R19enbt26lCtXDmU+YZNJz2OIPOhL4oMIVBY66iiLEqZvvFZSfBz7Fs3h8ZWLVGjZjlrd+uRZYyIyOI6z2x/x+FowhubatBxeDmOrrM6YYatW8fLnGZgPHYrF8GFZ+g4/Oczof0bTvVR3xlcan20hsbC4EugYw8ATr8zuITGJVP35KD2qOPB9y6zn+IWZRr+coKixDn9pzIInZ6DrRnCune+YNCmN+JR4ElISMNE2QSHeoPhFPof1nSH4LrRcCOW7v+pKTZMYu+UG2689Z0zD4gyXFYePiqw0/HsCAgJUtra2WcynixcvNhs+fLjjrl277rdq1Sp67dq1xj179nTZvXv3/ZYtW0YDhIaGKp2dncu2bds2dOXKlf4FuVbXrl0d/P39Na2srJJPnz5tmFlpiImJEcbGxp5ffvnli8WLF78ylW7dutWwY8eOxbZu3fqgffv2Ue/rvgtKfkpD3jFyr1kG3AZCAYQQCsAPaCZJ0u33tEaZj4Senh4dO3akUqVKHD58mD179nD27Fnq169PqVKlcnVe1LTTx7xfGRLuhRG59zEhK7zRLmmKURNHNKxzluh+NU5Hl9ZfT+TY8qVc3rOdmLBQmgwZmWt0hZGFLk0HleWZTziH/rzNttlXaDncA0uH134IJr16kXDPh5AlS9AqURzDRo1e9TV0aEiPUj1Ye3ctnpaeNHJ83YemHjT5GTb3hIt/QNUhAJjra9GkjA1brzxjXJOSn0X4ZXxSKg+DYhhu7Q0+h6HJjCwKQ2xyLIf8DnH55WVuh9wmKimK2ORY4lNeJ9bSUmrhZOREddvqNHduTjGTXF76RnbQd7/6me0aAlHPodZYEAKlQjC7o9opde7h+wgBw+rJioPM50N2hQGgWrVqsQD+/v4aALt37zaysLBIzlAYAMzMzFLr168fcejQIWPgjUrDoUOH9Hbu3Gl66dKlO99//30O56nk5GSRmpqKoaFhauZ2ExOTVIDU1NTsQz45BVEasr9FBFAEKJTnLTIFw8HBgS+++IJ79+5x9OhRNm/ejJ2dHQ0bNsTR0TGHvBACnVJmaBczIeZsAFFHn/JywVV03C0wbGCfZ4imQqGk/heDMTAz5/TG1cRFRtBqzAS0dHNXNoqUMKHd117sXnidnfOu0XpkeaycDF+twfqH70l8/IiA8d+i6eiIdvHXDnmjvUZzI/gGP5z9gdLmpbHTz5SQqFRLcG0Ax38C906gZw5ApwpF2HMjgH98gmlSJu8Q0MLCncAo0iSoGrEPTByh0kBAnbti/b31rLu7jqikKEy1TXG3cMdM2ww9DT30NPTQVemiqdQkICaAe2H3WOm9kr9u/0Vxk+J0LtGZtq5tsx7taBtCty2wZwQcnw6Rz6D5PFCqXikOEjDn0H2EEHI4psxnzZEjRwwAypYtmwDg4+OjU7x48RxpbN3c3OJ37NhhFhkZqcjv6CAxMVEMGTLE8csvv3xZpkyZXFPompiYpLVp0yb0zz//tKxatWpsrVq1Yh88eKD5zTffFClRokR8q1atonMb9ykpiNIg8x9FCEGpUqUoXrw4169f559//mHlypUUK1aMli1bYmiYMwGTUCkwqFUEXS8rYk49I+ZMAPE3g9Etb4lhfXtUZjl9hIQQVG7bCX1TMw4tXci6iWNoMngktsVL5rouYytd2n3txY65V9iz+DrtxnhhaqtWMhRaWhRZtAjf9u15PuIrHLduRamv7tNQajCz1kw67unI+JPjWdFkxev8DUJAo+nwW1U4ORuazgSgqrMZpnqa7LsV+FkoDd4BkRgSg1nweag6DBRKdj/azfTz04lLiaNu0bp8UfYL3M3d35ikKzQ+lIN+B9n9aDdTz09l+e3ljPQcSWPHxq/HqjShzW/qfA6n5kBcqLoEuYY2SoVgTkcPJEli9t8+ALLi8H9EwISJRRMfPMg/ocsHRqtYsTjbn6YX6JggP3x9fTVmzJhhW7Vq1ahatWrFAURGRqqKFi2alF3W1NQ0FdROkvkpDZMnT7ZOSkoS06dPD8zv2lu2bPHr27evfatWrV7tgNzd3WOPHTt2X1tbu9A5HcrREzIolUq8vLwYPnw4DRo0wM/Pj6VLl+Ln55f3GD0NjJo4YT2uIvrV7Yi7GcKLuVcI3/6AlIjc61mUrl2f9hOmkpKYyMbvvuHkuhWkJOX4nQRA30SLVl+VQ6lUsHvBNaIz1cjQsLTEbu5ckp4+JXDyJDL75RQ1KMrkKpO5HnydpTeXZp3UsqQ6idGlvyDMF1AXa2pSxpqjd18Sn1T4TIHZuRMQRRudG4i0FHBrxbq765h4eiKlzUuzrdU2FtZbiIeFxxsVBgAzHTO6l+rOxuYb+bX+rxhqGjL25FhG/zOa0PhMLkxCQP3J0GQm3NsL6zupc0KgjqqY26kcbcrZMvtvHxYceYDsXC3zOREZGalo2bKlq0qlktasWeOX0S5JEkKIHD/MBfn5vn37ttbChQtt5s2b91RXVzffAV999ZXdzp07Tb/77rtn+/fv91myZIlvRESEqlGjRsWioqIK3Tu6oJaGCkKIDPdyBSABFYUQxtkFJUk69p7WJvOR0dTUpEaNGhQvXpxNmzaxatUqypYtS506dTA1zd3xUamviXELZwxq2RF13J/Yiy+IvfISg5p2GNZ3QGhk/Zm3L+NO7zmLObHmLy7t3sbDS+eo1b0fLhUq53jRGVno0uqrcmyffYV9v96k3deerxJB6VWqhMWokQTPnUe4pxemPXu8GtfcuTlnA87yx80/qGxdmQrWmXzG6kyAm1vg2DTo8BcALcrasP7CU477BBX6nA0Pg2IYoXUXVFYcTg5lxsUZ1Levz+xas3NGjRQQIQQ1i9Skmm01Vt1ZxeJri7my6wqTqkzK6htS5Uu1M+nOIbC6NXTfCrqmrxQHhULwy5H7RCUkM6l57v4xMv8d3scO/1MTFxcnGjdu7Orv7691+PBhn8wREUZGRinh4eE53pHh4eFKAAsLizx3GUOHDi1apUqVqDp16sSGhIQoAZKSkoQkSYSEhCi1tbXT9PX1pcuXL2v/+uuv1vPmzXsyatSoV86rNWvWjHV3dy+zYMEC88mTJwe937v+dxRUi1kEHEn/HELt1/BbprbDmf7NFyFEUSHEViFEpBAiSgixXQhhX5BFCCG0hRCzhRCBQoh4IcQ5IUStXOQUQohvhRB+QogEIcQNIUT7bDJ1hBBSPp8qmWRX5iEzvyDr/tywtLRkwIABVK1alTt37rBo0SJ2795NdHTex2tKQy1MWrtiPbYiuuUsif7nGS8XXSMpICaHrJauHo0GjaD9hCkIoWDXnGls/H4cj65cRErLau0zs9On8YAyhAXEcugvb9LSXivtZl98gX7durycNYv4G1nzQUyoPIEi+kWYcHoCscmZcjsY2kCVwXB7KwSpy4lXdjbDXF+TvTcD3uVxfVQeBcdQUnpEjG05fr44g1KmpZhVa1YWhUFKSiLp6VPirlwh/rY3SU+ekBIejpScf4SYUqGkX5l+bGm5BVt9W8acGMPCqwtJkzJ9Tzy6QOc18OI2rGgGUYHpYwVzOnjQp5ojf532Zdy2m6SmyRYHmcJLYmKiaNasmcvNmzf1tm/f/qBSpUpZ/BdKlCiR8ODBgxznrXfv3tWxsbFJyu9o4uHDhzonTpwwsrCwKJfx2bt3r2lwcLCGhYVFuREjRhQBuHr1qg68dsLMoGzZsokGBgapd+/ezTsT3yeiIJaGum8WKRhCCF3gGJAI9EZtsZgGHBdCuEuSFJvfeOAvoDkwFngMDAX+FkJUlSTpeia5qcDXwETgCtAF2CKEaCFJ0v50matA1TyuYQpcytYeDLTK1pbvWdXnjLa2No0aNaJq1aqcPn2ay5cv4+3tTb169ahYsWKe6ahVxlqYdiyOrrs5YdseEPzbDUw6FkfX3SKHrKOHJ73nLOHm0b+5uHMLO2dNwcLekUaDRmDt+trB0b60GbU6F+PEhvuc3fqQGp3UnvpCocB2xs/4tm3H89FjcNq5A6WBAQB6GnpMrzGdXgd68cuVX5hUJVNyp2rD1emlT8+HdktRKgRNy9iw5Yo/sYkp6GkVTlefsNgkkuKisNB+ylLdsoREhrCg7gI0lZpIkkT8lSuErVtH9JGjkIeCIHR10S5VCl0vLwybNUW7ZE6/EhdjF9Y0W8O089NYdmsZ/tH+TK0+FW1V+t+vks2hx1bY0BWWN4ZeO8HUGYVC8H1LNwx1NFh49AHRCSnM71IOLVXhj0qR+f8iNTWVtm3bOp07d85w8+bND+rXr5/j3dOqVauIrVu3mu3bt0+/efPmMQBhYWGKo0ePGrdu3TrfFASrV69+HB8fn+WP5MyZM61v376tu2bNmseOjo5J8DqK48yZM3qVK1d+pbTcvHlTKzo6WmlnZ1egXBAfk4LkadCQJOm9LFwI8RUwDyghSdLD9DYn4AHwjSRJ8/IZ6wFcB/pJkrQivU0FeAM+kiS1Sm+zRB0KM0OSpO8zjT8KWEiSlCMjVyYZB8AXmCtJ0thM7SuBBpIkFXmX+y5MeRrelZCQEPbv38/jx4+xsbGhefPmFCmS/+NIjU4idO1dkp5EYVCvKIYNHBCK3E3WqSkp+Jw7xan1K4mLjKDRoBGUrl0/i8zpzQ+4ccyfuj1L4lbd9lV73LVrPOnRE8PGjbCdOzeLWXzmxZmsvbuWFY1XZD2mOPitOnXyiGtg4sDpByH0+OsCf/WuQP1S2apmFhIu+4Uxa+lyNmtNpa1bJYwM7VjZZCXx168T+P0PJPr4oDA0xKh1a7RLlkRlaYmUnERqVBRp0TGkRkeRGhZO/M2bJNy5AykpaLu7Y9KpI4bNmqHQzerTJkkSK71XMu/KPNwt3FlQdwHmOuavBZ5fgbUdQKkBPXdkqVnx12lfpu69Q81i5izt6YWuZuFUxD5H5DwN/57u3bvbr1+/3mL48OGBrVu3jszc5+jomOTi4pKcmppKhQoVSgYGBmpOmTLF38zMLHXmzJk2Pj4+OleuXPF2dXV99V5UqVRe7dq1C9m8eXOeKWbbt2/vmD1PQ0pKCmXKlHF7/vy55siRIwMzkjvNmTPHJiwsTHX16tU7xYoVy93x6wPyb9NIhwohNgkhuggh8q5nXDBaAeczFAYASZJ8gTNA6wKMTQY2ZRqbAmwEGgshtNKbG6MOB12bbfxaoGy6kpIXPVEfvax68638f2Fubk7Pnj3p0KED0dHR/Pnnn2zfvp3w8PA8xygNNLEYUBbdClZEH/MndM0d0hJyT0etVKlwq1mX3nOWUKRUGQ7++gtnt6zP4nRUrYMrRd1MObHBh5e+r/Od6JYvj8Xw4UTtP0Dk9u1Z5h1efjh2+nZ8f/b7LLkKqDoMhEJdrwGo4GiCtoaCUw8K79/aR8ExlFX44quh4mH8Cxo6NCT2wkWe9O1HWkwM1lOnUOzEP1hPnIBx+3bo16yBQb16GLdpg2nPHlgMGYL1pIk4bd5E8dOnsJowgbS4WAInTeZho8aErV+PlMkxVQhB3zJ9+aXOL9wPu0+P/T14GP7w9YLsvKDvARBK9VGF/2vj3Bc1nJjVwZ0zD0Po+ddFIuMK3YZJ5v+Yf/75xwhg0aJFNg0aNCiZ+bNkyRILUDuIHzx48EHNmjWjxo4d69CjRw8XpVIpHTx40CezwgBqy0VqaupbO/GoVCr++ecfny5duoSsXr3aomPHjsWmT59uV6ZMmbjTp0/f/RQKw5soiKWhK+oXehNAGzgB7AB2S5L0VofAQogXqLNLDsrW/ivQUZKknDbs1zIbgfKSJJXI1t4JtSJRRpIkbyHEDGAkoCNlujkhRCXgAtBCkqR9eVzjPhAtSZJXtvaVQDcgCjBGfTTyFzBHkqQ3utz/FywNmUlISODUqVOcP38egIoVK1KzZk309HLPvSBJErFnA4jY54vKRAvTHm5o2uSdFCo1JZnDfyzB+8QRKrXpSI0uvV5ZDxJiktn88yWkNImO31ZE11CdLkRKTeXpF/2Jv3EDp61b0HJxeTXfhcAL9D/Un95uvfm64tevL7RrGNzaAmPugY4JvZdfxD88jmNj6vzLJ/Rh+Gn/XdzOjyXE+jEL9JQc9FxGTN/hqKytcFi5EpW5+ZsnyYYkScRdukTwwoXEX76CpqsLdrNmoe3mlkXOO8SbYceGkZCSwNw6c6lmW+11Z/gTtWNkTJA67XSxBq+6Dt4OZMSG6zhb6LHmi8pYGGgh8++QLQ0yH5p/ZWmQJGmDJEldAAugLWrz/WTAXwhxId3hsKDVcUyB3LamYYDJvxib0Z/xb4SUUxvKLpcFIURVoBi5WxmuA2OATqgtHieAn4GluchmzDdQCHFZCHE5ODg4L7HPEm1tbRo2bMiIESNwd3fnwoULLFiwgBMnTpCUSwilEAL96nZYDCxLWlIqQYuuEbH/MWmJeVkdNGg8+Cs8Gjbl4s4tnNu6/vW19TVo+mVZ4mOS+XvZbVJT1b5IQqnEduZMFNraPB/zNWmJr3OpVLapTPti7Vl7dy33w++/vlDlQZCSADc2AlCzmDmPg2N5Fh73Ph7Te+dRUAxuGoFc1TPA1ciF5JmLERoa2C9b9k4KA6i/N3qVKuGwZg1Ffv2VtMgofDt3IWTpH0iZstGVNi/NhuYbsNW3ZciRIWy9v/X1JCYO6roeZs7qcMzLK151NSljw199KvAkNI6Ov58ttM9WRkamYBQ4BlSSpGRJkg5IkvSlJEl2QA3gONAL8BZC+AghZmaOOshrqlzaCmLWEQUcW1C57PRGffyxPnuHJEnzJUlaJEnSMUmS9kuSNABYAHwhhMg1f64kSX9IklRBkqQKFhZ5GlA+a4yMjGjdujWDBw/G2dmZ48ePs2DBAi5dupRr+lMtRyOsvvJE19OSmJPPeTH3CrFXXyLl4mUvhKB+v8GUqduQc1s3cPXAnld9FkUNqNujJAEPIji37XUlRg0rS2x+/onEe/cImj0ny3wjPUeir6nPjIszXh95WJcFuwrql5wkUbu4+vtUWI8oHgdFUTTtGd4ihSZPTIi/fAWLkSPRsLEhNSWNx9eDOfSXN8vHnuKPr06w9KsTbJx6gb//vM3Fvb48vBJEWEBsns/boF5dnHbvwqB+fYJ/+YUnPXuR9OzZKxlrPWtWN11NVduq/HjuR3658svryAoDK/VRhUs92DsSDn8P6ZEwNYtZsLZ/ZcJik+j4+zkeBuWMqJGRkfk8eOfEEZIknZMkabwkSaUAN2AlUBs4nc+wcHLf6ZuQuxUhM2H5jM3oz/jXROQMEs8u94p0f4hOwD5Jkgr6xtiQ/m+eZsL/FywtLenSpQv9+vXDzMyMffv2sWTJEu7fv59DVqmviWmH4lgM8UBpoEn45vu8nHeF2MsvkJKzKhpCoaDhwGG4VqzC8VV/8ODi2Vd9JSpb4163CDeO+fPg0utS3wZ16mDSqyfha9cSfex1yhBjbWOGlxvOpReXOPTk0OuLVOgLIT7w9ByulvpYG2pz6kHhswwlpqSSHP6McGUyYVIS5S6GomFri3GH9jz1DmXNxLMc+P0W/nfCcChthltNW0pXt8XAVJsgvygu7fPl72W32TDlAqu+PcOJ9T4EPclZB0dlYoLdL/OwnTWTxPv38W3dJstz1NPQY1G9RXQq3onlt5cz9sRYElLSE29pGaiLZ1XoB2fmw9a+kKz2I/FyMGHToKokp0p0WnqOW88ic1xbRkam8PNGpUEI4fymD5CE2q+gG+q6FHnhDeRWTtANuPOGpXgDTulhm9nHJgEPM8lpAS65yJHHdVqhVirexgEyQymRg9HTsbe3p2/fvnTr1g2lUsn69evZu3dvrkcWWvaGWA4th2n3UggNBeFbHxAw/aL62CKTs6RCoaTZiLHYFCvB/oVzeO5z91VftQ6uWDsbcXzdPSKCXpu9Lb/+Gq1SpQj8dgLJL18rFB2Kd6CkaUnmXJ5DYmr68UXpdqBlBJdXqJMcFTPn9IOQQpdj4GloHE4igNuamugkSBjceIxB48Y8uRPOvl9voq2vQfOh7vSdVZ36fdyo0aEYNToVo/lQD3pOq8agBbXpNLEi9XqVwtrZiHvnA9ny82W2z7nC42vBWfJfCCEwatUK51070XRy4tmQoYT89tsrC41KoWJSlUmM8RrDoSeH6H+oP2EJ6bq4UqWuT9FwKtzZCataQaxaDy9lY8iWL6uio6Gk67LznH1UOC06MjIyeVMQS8ND1CGRBfpIkvQin7l2A1XSFQ0AhBCOQPX0vvzYDWgAHTONVQGdgUOSJGUcYh9ErUR0zza+B3A7PVojO71RV/HM1UEyD7qhVhiy53P4v0YIQfHixRk4cCBVq1bl8uXLLFu2jKCgnEnNhEKgW9YcyxHlMR9QFu3ixsSces6LeVdIfPp6F6yhqUWbsZMxMDdn56wphAeqK8gqlQoa9S+NQiE4/Jc3qSlqc7hCUxO7uXNJS04m4JtxrxJGKRVKxlYYy4vYF2y8p/ZjQFMXPDrDnV0QH06NYuZEJaRwN/CjV6PNl0fBMbiK53hraVLpkQKRkkpqxXoc+tMbU1s92o7xxLGsOQplHvkzNJVYFDWgVDUbmgwqS5+ZNajewZWYsEQOLL3FpmkX8bsVkiVaRcPODoe1azBs1ZLgBQt5/tVI0mLV4exCCPqU6cPc2nO5F3aP7vu64xuZ/qslBFQfAR1XwYub8GcDCFHr9E7memwbXA1bY236LL/Ewdv/2VQnMjL/SQqiNPQF+r3FJz+WoS6rvUsI0VoI0QrYhTqvwiunQiGEgxAiRQjxXUZbevKmTcB8IUR/IUR91OGWTsD3meSCgF+Ab4UQo9MzP/4G1AMmZF9Qel6HxsD63PJRpK/lpBBiiBCikRCipRBiOTAcWCpJ0qPsY2RAQ0ODxo0b07NnT+Li4li2bBnXr1/PVVYIgbaLMWbdSmE5tBxCpSB46U1iL7/WP3UNjWj37RSEEOycNZXEOPXLy8BUm3o9SxH0JJrzO19/K7ScnbAaP464CxeI2Lz5VXslm0pUtanKn7f+JCYp/WzdvQukJoLPASo4qk/ALvvlOMX6pDwKjsVVBPBAW4/qz3RRmJlx4ZoCpUpB8yEeaOmqM0JKkkRk0EuiQoJJy6esrpaOinIN7OkxtQqNvihNSnIa+5bcZO/im8SEv3YiVWhrYztzJpbffEP0kSP4de2Wxc+hkWMj/mr8F3EpcfTY34OLgRdfX6R0G+i9V12n4q8G8ER9vGRtpM3mQVUpW8SIIeuusv7C0/f7sGRkZD4Ybwy5fO8XVKeM/gVoiNrEfxQYKUmSXyYZR9RRGj9KkvRDpnYdYDrqXb4xcAMYJ0nSP9muoQS+BQYA1oAPMEWSpK1kQwgxCnXCqQqSJF3Jpd8UWA6UB6xQWxfuprf9KkmZc+zmzn8t5PJtiYqKYtu2bTx58oTy5cvTtGlTNDXzrqyeFpdM6Pp7JD6MwLCJI4Z1ir7q879zi63TJuHgXp4230xGoVBnGzy5wYdbJ57TfKg7jmXVkQSSJOH/xRfEX7+B8949aNiqE0J5h3jTZV8XBnsMZki5ISBJMN8dLEtB981U/fkoXg4mLO7m+QGfytsxetN1et4bzHiHeH5coULl1poLUnVqdSlOmdp2PLl1nTsnj/Hk5jXiIiMAUChV2JUohWM5Lxw9PLFwcMqzHkRqShq3Tzzn/K5HKFUKanUtTrEKVlnkY06d5vmYMQiFArv5v6BX5bXPs3+0P8OODuNJ1BNGe42mp1vP12PDfGFdR4h4Aq1/BXe1sTA+KZWh669y7F4QXzcqztC6rnK9igIgh1zKfGjyC7n86ErD/yP/70oDqJOfnDhxgpMnT2JiYkK9evUoXbp0numopVSJsC0+xF8PVmeTbOjw6oVy4/B+jvz5KxVbtadW974ApCSnsnXGFWIjE+kyqRJ6xup8AEnPnvO4VSt0y5en6J/LXs0x+p/RnHl+hkMdDmGkZQR/T1RniBz7kOE7fbnkG8a5b+sVmpdY68Wn+T28G20tDFkxPxWfVjOJUJjRY2pljq/4nZtHD6Ktb4CjhydFSpVGCAVhAc94eus6wU/9ANAzNsHRwxMHD0+cy1dESze7exBEvIzj6Ko7vHgchYunJbW7FUdH/7WCl/TkCf5DhpLk54fVN2Mx6fU6h0ZMUgyTzkzi6NOjNHNqxg/VfkBHlZ66Py4MNvWEJ6eh3iSo+TUIQXJqGuO23mT7tef0qebIdy3cUOSRNVRGjaw0yHxo/m1GSBmZf41SqaRevXr06tULTU1Ntm3bxh9//IGPjw9paTmNNUIpMO1U4lU2yehjrwvqeTRshkfDZlzavY17Z04AoNJQ0nhAaVKSUjm84nVhK80idliOGU3smTNEbt/xao4vPb4kLiWOzT7pRxel20JaMvgcwMvemBdRCbyIyr3E98dGkiRCgl8QpozHJVAiRalFYIw+LuUtOL1xFTePHqRiq/YM+n01zUeMxaNhM9wbNKFOr/70mr2YQb+tovHgkRRxK8ujKxfZv3A2v3/Zk+OrlhEbkTVoydhKl7Zfe1GljTO+N4LZOOUiz+69PqrRdHDAcdMm9OvW4eXPMwgc/y1pCernpK+pz7w68xhRfgQHfA/Q60AvnkWnH2XomkLP7eDeWV1hdOcQSElCQ6lgTkcP+tdwYuVZP0Zuuk5SyhuNdzIyMp8IWWmQ+ag4OzszaNAg2rZtS0JCAhs2bGDx4sWcPXs2RxVNoRCYtCuGrqclUYefEHP2dQLSun0GYlvCjUN/LCYsQP1iMrHWo1aXEjz3ieDqQb9XsiZdu6JboQIvZ84kJUz9AixuUpwadjVYe3etOpLCzguMisKdnZQtYgxQaMICg6ITsUl6wiNNDYoFQKhZGdLSQFP7CVf27qBc4+bU7NYHlUbupbH1Tc0oU6cBLb76hsHL1tLlx1kUr1ydawf38Ofw/pxYu5y4qNf3qlAIvJo40vHbCmjpqti94DqX9vm+UsSU+noUWbgQ82HDiNy1iyc9epL8Qu1/ohAKBrgPYEn9JTyPeU6XfV04G5AeKqvSgrZLoc63cGM9rGkLcWEoFIKJzUsxvmlJdt8IoP/qy8Ql5Z74S0ZG5tMiKw0yHx2FQoGHhwfDhg2jffv26OrqcujQIebNm8e6det48eK1A6RQCEzaF0fbzYyI3Y+IvaoOoVSqVLT46htUGhrs/WUGyUlq572SVa0pXsmKi3t8CXgQkT6HAusffyAtLo6guXNfzd2vTD/CEsLY/Wi32uPfrTU8OoabqbrU863nhUNpeBQcg6sigEcaKpyDINy+Elp6Cm4d2YSFvSN1eg0ACRKfRBF96jlhW+8TedCXuFshpCVmdYZUKJTYlXSj6dDR9J33G8UrV+PK3p38OewLzmxe9+o5ApgXMaDD+AoUS3+eexZeJy5KHT4rFAoshg2lyJLFJD1+jG/7DsRefO0EWbNITTY234iFjgWDjwxm+e3l6sgMIaDOeGi3DJ5dhL8aQugjhBB8WduFWe3dOf0gmG7LLhAeW+jS7sv8R1ixYoVJ48aNXWxtbctqa2t7Ojo6lhk6dKhdeHj4q3dieHi4YuDAgUUqVapUQl9fv7wQwmvv3r0GBZk/PDxc0axZM2d7e/syOjo65Q0MDMq5u7uX/PXXX3PNSDx37lxzJyen0pqamp6Ojo5lZs2aVWgzAspKg8wnQ6VSUbZsWfr378/QoUOpWbMmz549Y+nSpZw+ffrVsYVQCsy6lkTLxYjwrfeJ91FbCwzMzGk6bAzBT/04vkIdfCOEoHa3Ehia63B4hTeJ8eodq5aLC6a9exG5bTvx6VEcFawqUMasDCtvr1RnNizeBFKT0Hl+jmKW+oVIaYjFVTznoZY2jqEqIvUd0NZ5QGTQC2p270vK01hezLlM8G83iNz3mIS7oWrlYd1dAqedJ2zjPRLuh+fIBGliY0fTYWPoPXcJTp4VOb9tA6u/HobfzWuvZDS1VTTo40bdniUJfBTJpmkXeebz+kjDoH59HDdvQmlgwNM+fQlZtuxViKu9oT3rmq2joUNDfrnyC1+f+Jq45PR8Gu6doNcuta/Dnw3gqbqOSaeKRfm9hxd3AqPouPQcARGZiozJyLwn5s+fb6VUKqXJkyc/37Zt2/1+/foFrV692qJOnTrFM7LZBgUFqTZt2mSuUqmk6tWrv1UMdmJiolAqldKoUaNebNy48eGff/7p6+rqmjB06FCnH3/80TKz7Ny5c83Hjh3r0KJFi4ht27Y9aNWqVdj48ePtZ86cWSgVB9kR8iMgO0IWnPj4ePbs2cOdO3dwdXWlQ4cOaGtrA5CWmErw0hukhCRgMdjjVdGr0xtXc2HHZpoOG4NbzboAvHgcyfbZVyhZ1YZ6vdSlUVJjYnncvDkqMzMct25BKBQc8D3ANye/YWmDpVSz8oKZjlC+B9/E9eDo3SAuT2rwyZ0hf9jtTf0rQ5hVJJypCzU5U30Wmho70dROo/OQ6YQuv43SSAvDBvZoORujNNRESkkj6Wk0cdeDiLsZgpSQgsJAA10PS3Q9LdG01c9xnSe3rnP0r18JDwygdO0G1O71BTr6rzdWoc9j+HvZbSJexlGxhRNeTR1fOS2mxsQSOHkS0QcOol+nDrYzZ6A0MgJel9ief3U+zkbOLKi7AHtD+/RJH6kjKyL9oc1vULYDABceh9J/1WX0tVWs6FuRktb/tsDufwfZEfLfExAQoLK1tc1yBrZ48WKz4cOHO+7atet+q1atotPS0l45au/cudOgbdu2xffs2XO/RYsW0blOWgDKlStXMi4uTnH//v07AMnJyVhZWXnUqVMncvv27X4Zch07dnQ8cuSI0YsXL25qaWl99Je07Agp89mgo6NDx44dad68OY8fP2b58uVERqp3/AotJea9SyO0lYSu9CY1Wm2+rtaxO0XcynB42WJCn6kdJq2djSjf2IG7ZwPxu6n++6nU18Py669JuHOHqL17AahvXx9jLWO2PdimPnN3qA6PjlHWzojQ2CQCIj+9M+Sj4BjsVQEQnka0gSNSWjRRQY8p5VmLsPV3URppYfGlO7rlLFGmV/0UKgVazkaYtCuG7cTKmHYvhWZRQ2LOBRC08BpBS2+S8CgiSzInh7Ll6DVrMZXbduLOqWOsGjOEp7dvvOo3s9PP87hCqa+H3bx5WE2aRMyZM/i2a0/8zZvqtaSX2P69we8ExwfTZW8XTj47mT6pC/Q/AkUqwrYv4MRskCQqO5uxaVBVUtMk2i45y96bb1VQV0YmX7IrDADVqlWLBfD399cA8ozs+jeYmJikqFSqV790R48e1Q8PD1f17NkzS2KYXr16hUZERKgOHTqUU7v/xMhKg0yhQwhBxYoV6d69OxEREfz111+EhKS/+I20MO9dmrS4ZEJWeZOWlIpCqaT58LFoauuwd/5r/4ZKzZ0ws9Pn+Np7JMSo83YZNm+GdunSBM2fT1piIppKTVq6tOSY/zF1KmSXuhD6kHJG6sRP3p/4iEKSJHwDgohThlM0WCLK0Im0ZHV2xaIJrqTFp2LWsxRKfU3i4+N58uQJN27cwN/f/1XRMKGhQLesOea93LCZUBmjFs6khMQTsuwWIX/eIunZ642TSlOTGl160f2nX9DS1WPLtEmc2bz2VaKo3I4rnqcfVwghMO3RHce1a5CkNPy6dc9yXFHVtiqbWmyiiEERhh4dym/Xf1MfC+maQs8d6iRbx6fBzsGQkoibrSF7h9fAzdaQYeuv8fOBu4UuvbfMf4cjR44YAJQtW/a97RTS0tJITk7mxYsXyjlz5pifOnXKcMiQIa/S4968eVMHwNPTM8s5XMbXt2/f1n5fa3lfqD71AmRk8sLFxYW+ffuyZs0aVq5cSZ8+fTA3N0fTTh/TriUJXXOHiB0PMelUHH1TM5oOGcW2n7/nxJrlNPhiMEoNBQ36lmLLz5c5udGHRv3LIBQKLL8ew9O+/Qhftx6zfn1p59qONXfWsOfRHnq71AOgeMxlwAKfF9E0Km39yZ7Bs/B4jOKe8MhUgyIhEtGG9igVvljblib1fiwGtYoQqYxn36qt+PpmzZCura1N+fLlqVy5MsbGxgAo9TQwqGGHfmUbYi4EEn38KUGLr6PjYYFRY0dUpuq/UVZOLvT4eT5HV/zO+W0b8fe+RfMRYzEwM0cIgVt1W6wcDTn4x212zb9GpZZOeDZRH1foeHjgvGMHgd99T/DcecSePYvtjJloWFlip2/H6qarmXp+Kr/e+BXvUG9+qvkThpqG0PZ3MHWGf36CYB/otBpL46JsGFCFKXu9WXriMXcColjYpTwmenknB5P5OBxdfbdo2POYnMk+PiKmdvpx9XuV8n+zZP74+vpqzJgxw7Zq1apRtWrVem/122fMmGExceJEewCVSiVNmzbNf9iwYaEZ/WFhYUoACwuLLJYPS0vLlPT+QveOli0NMoUaGxsbevfuTVpaGitXrnxlcdBxM8OwgQNx14KIvaCuX+BYzosKLdtx49A+Hlw6B6gjACo0c+TB5SCe3Fb/rupVrYpejRqELF1KakwMriaueFh4sO3BNiTzEmBgg9aTE9ib6nLv5TsfX74Xrj4Nx1U855GmBvYhghiDIiQnPqeUaRWEhpKksrqsWLGCFy9eULt2bbp168aQIUPo2LEjLi4unD9/ngULFrBlyxaeP3/+al6hocCghh3WYytiULcoCXdCefnLFaL+8UdKVVsGNLS1aTJ4JE2HjibI9xGrx43g8dXXpVbM7PTp+G0FilW04sLubMcVRkbYzf8F66lTiL9+A982bYg+fhwAbZU206pPY0LlCZx5foaue7tyP/x+emTFOOi8DkIewB+14fE/aKoUTGtTllnt3bnwOIymC05x9qF8ZC/zfoiMjFS0bNnSVaVSSWvWrPF7n3P36dMn/MSJE3e3bNnyoHPnziETJ060nz17tnlGf8bx4Kf2m3obCp0WIyOTHSsrK/r06cOqVatYuXIlffv2xczMDIO6RUl6GkXEnsdo2hmgWdSAGl164u99k0O/LcDKyRVDcws8Gznw4NJLTm70oct3ldHQVGIxciR+HToQvn4D5gMH0K5YO74/+z3eYXco41wH7v9NSevB+Lz4tErDdf8ISqoCuaupSflwXW5YpyIlx2OUaIaqtBGbd21FkiT69euHhcVrZ2tLS0tKly5NREQEFy9e5MqVK3h7e2Nvb0/VqlUpUaIECoUChbYKo8aO6FWxIXL3I6IO+hF3LQiTdsXQclA7H7rVqoe1a3H2zp/Jjpk/4tWiLTW79kKp0lAfV/R1w66ECSc33mfTtIs0+qI0diVMEEJg0rEjul5ePB/zNc8GD8Gke3csx36NQlubriW7UtK0JGP+GUOP/T34rup3tHBuAaVagMU/sKm7OpdD/e+g+kg6VSyKm60hIzZeo/tfFxhUy4XRDYujqZL3Pp+C97HD/9TExcWJxo0bu/r7+2sdPnzYx8XFJUf9oX+Dra1tSob/RIcOHaLi4+MVP/zwQ9ERI0aEamlpSaampqmgjtRwcHB4de2goCAVgKmpaaFLWCL/tsl8FlhaWr6yOKxdu5aYmBiEQmDauQRKQ01C194lNTYZpUqD5iPGkpqayoHFc0lLS0WpoaB21xJEhSRwZb8fADplSqNXsyZhK1aQFhdHffv6qISKw08Og2NNiA+jqlEoviGxJCTnXfjpQ3PtaQSeukH4Cx00kyxISwnASscRRYrginhEcHAw7du3z6IwZMbY2JhGjRoxatQoGjduTGRkJJs2bWLx4sXcvn37dblrIy3Merph1tsNKTGV4N9vEPm33yurg6ltEbpNm4tHo+Zc2buDjd+PIzJInU8j47iiw7gKaOqo2DX/Gud3PXpVdVTL2RnHTRsx7d2L8HXr8OvYkQQfHwDKW5Znc8vNuJm58e2pb/npwk8kpyaDuSv0PwpubeDID7C+E8QEUcbOiL3Da9Cloj2/n3hE+9/O8uATW4NkPk8SExNFs2bNXG7evKm3ffv2B5UqVfrg8b1eXl6xcXFximfPnqkA3N3d4wGuXbuWxXfh2rVrOgBlypT59J7Y2ZCVBpnPBktLS7p160ZMTAzr1q0jMTERha4GZt1LkRqbRNjGe0hpEiY2djT4YjDP7t7mwnZ1mmi7EiaUrGLNtcNPCQtQV8j8X3v3HR5FtTdw/Hu2JJveeyE9IfQAoaMUAanSRBG7WK/1WvBee7u84kW82BVRQBEQFQuI9ADSQ68BEhKSkEJ6T3bP+8dsMMYAQVJQz+d59ll25pyZM5uQ+c2pnvfdizk/n4IlS3CxdSHeL57Vp1YjA7sDEKdLwmyRnMgpaZXrLa6o5mBGIcGkQr6kxCEAWZNJkHNbSm2r2ZW0l06dOhEeHn7RY5lMJnr16sVDDz3EhAkTMBqNfPXVV8ybN4+cnJxz6ezaeuDzaFfsu/pQvC6NnPf3UXNW+1tqsLFh8J33Meqxp8nPSGf+Uw9zeNP6c4GHZ6DWXBHd05ddK06xZPpOcq2dLHU2Nvg8/TRBH31ETUEBKRMmkvfZZ0iLBU87Tz4a8hG3xN7CwiMLuX3l7WSWZIKtI0z4BK6dASc3wHu94djP2NsY+M+4Drw/pStp+WUMnZXAU1/t42Qjfk6FZdVsPp7LxxtP8tRX+5jy8TYG/Xc9A95Yz/C3NjLhvV+4e95OXvnhEN/sPk1BmZpg6q/IbDYzduzY0C1btjgvXLjw+KBBg0pb4rwbN250sre3twQEBNQADBw4sNTV1bVmwYIFHnXTzZ8/393FxcV8zTXXtM4fnwtQzRPKn0pgYCATJ05k4cKFLFq0iMmTJ2MT6ITb6Ajyv06iaPUpXIaEENt/IMl7drFl6ULC4rrjExZB7/ERJO/PZcPCo1z3WBfs4+Kwj4/n7JxPcLvxRga3GcxLW17imM5CtJ0bbcoOAOGcyCmlnb9Li1/rpqRcHMxFFJnPEJDnQ4mjP9KSjo9Dfw45ZyJLJQMGDLikY+r1etq3b09sbCw7d+5k7dq1vPfee/Tq1Yv+/ftja2uLzlaP+4QoTFFu5H99nKy3duN6XTj2XbwRQhDVow8+oeH8OPsNls9+g+PbtzDorvuxd3bBxmRg0K2xhHX2Yt3nR1nyn510HxlK3JBgdHodjv36ErZsGZnPPEvWf6ZTkrARv/+8htHbmye6P0EHrw688MsLjP9+PM/1eo5hIcOgx90Q0heW3gVfTIT4u+GalxjW3pfuIW68s+4EC7aeYtHONNr5O3NVlBeBbvaYjDpqzJKMwnJSckvZe7qQ5Nxf7w0eDjYEudsT5eOEQa+jvKqGsiozybmlbDiWQ2WNBb1O0CPUnWtifRjSzpcAV7um/jErreCWW24JXrFihduDDz6Y6ejoaFmzZo1D7b6QkJCq2maKxYsXO5eWluprRzmsW7fOMScnx+Dg4GC+/vrrz034ZDAYuo4bNy538eLFpwBmzJjhuW3bNsdBgwYVBQcHV+Xm5hqWLFni/tNPP7n961//SjeZTBLA1tZWPv300xnTpk0Lfuihh6qGDBlSvHr1aqclS5Z4vvrqq6m16a4kanKnFqAmd2p6u3fvZtmyZcTFxTFq1CiEEOQtOUZZYhaed7bHFOFGRUkJnz5+P3ZOzkz5z5voDUYObkxn/edHGTq1PRFdvSnZuJG0qXfj/983qBnYk4FLBjK1w1T+cSgBS34y4ekv8NDASB69JqrFr/HxJXspP7icEQ7/48B+N/yrHqZQt57RwffxpfNWAkODuPHGGy/rHCUlJaxevZo9e/bg7OzM0KFDiY2NPdcxq6aggrwvj1KVUoRdR0/crotAZ6+tcWGxmNnx3df8svhzTI6ODLnnQcK79jh37PKSKhIWHuP4rmy82zgx4Oa2eAZqw86llBQsWkzW9OnoTCb8Xn0Fp0GDAEgrSmPaxmnsy93H2IixTIufhr3RHqorYM1LsPUd8IiA0bOhTW8Asooq+H5vBj/uz2T/6UJq6g3N9HMx0SHAhU5BrnQKdCXGzwlPR9vzfi8Wi2RfeiE/HzzDqkNZJGWXIAT0jfDkph7BDIn1bbXVONXkTpcvICCgQ0ZGRoNDcB599NHMmTNnZlwonb+/f1V6evr+2s9CiK7jxo07u3Tp0hSAVatWObzyyit+hw4dsi8sLDS4urrWREREVDz00ENZN9xww+/Gcc+YMcPznXfe8c3IyLDx8/Oruu+++7KmTZuWUz9dS1FLY7cyFTQ0jzVr1rBx40aGDx9OfHw8lioz2W/vxlJWg8/DceidbDixazvfvv4SPcdNos+km7FYJIte2U5NlZnJz/dEp4cTw67F4OVFyOcLuGPlHeSV5/Gtex9Y+wrD7RYQFhTA25PjWvTazBZJj9dW84rztyTJH/BY6UCR379xtewk3HcAP9omMn78eDp06NAk50tNTWX58uWcOXOGsLAwhg8fjqen1slbWiTFG05TtOoUOgcj7hO1WohaOaeSWfHOTHJOJdPuqsEMuG0qtvbnHtxI2pnFxkXHqCytIW5YG7pdG4LeqLWMVp48Sfrjj1N56DCukybh89ST6OztqbZU896e9/h4/8cEOwfzWt/X6OjVUTvgiXXw/UNQkArd74JBz4Pp1xkjK2vM5JdWU1ljRicEPs6mC3eWrCrVAhK9UXsZTNpIjjqSc0tZtiedxTvSyCisoJ2/M9OujaFfZMvP9KuCBqW5qRkhlb+kAQMGEBUVxU8//URycjI6Gz0ek9tiqTCTt/go0iIJ7xpPbP+BbPt2CVknj6PTCfqMj6Aot4J9608jdDrcbriB8l27qDh6lMHBgzlReIJTHiEADHRK40ROizR3/saWE2fJLamiq/44J508CCh0o0oW42UKJMWQjcFgIDo6usnOFxwczNSpU7n22mtJT0/nvffeY/PmzVgsFoRO4DwgCO8HOqOzM5D7yQHylx3HUqV1EPVqE8pNr82kx9hJHEpYy9zH7uPolo3n+jpEdvNh8vM9iezuw87lKSx6dTtnTmoPW7ZhYYR++SUed91JweLFJI+fQPnBgxh1Rh6Ke4g5Q+dQaa5kyvIpvL7jdW3tivABcP9W6Hk/7JgDszrA+v+DEm3OHFuDHl8XE208HAhyt/81YJBSCzSOLIcNr8Oim+F/XeC1AJgRBtOD4FVfeMUbZnWELybBtg8g9zihHvY8MjiKjU8NZNakzhSWV3PznO3c9PHWK2Y1VEVpCaqmoQWomobmU1FRwccff0xZWRlTp07Fzc2Nku2ZFHx9HOehITgPCKKipITPHr8fk5MzU/4zC73BwPf/20NWShE3v9ILfWUJx68egMvY66h57E6GfzOcp7s8wuSvH2NtwH3cn3oVh14c1mzV0VJKzhRV4Ofya3v540v2svZAGrts7ma8dwCPfRLEzqgu9HcNY5PnGVzbeHHLLbc0S3lKSkr44YcfOHLkCEFBQVx33XV4eGj9tGS1hcKVKZRsSsfgaYf7pGhsgn5dnyLr5HFWffQ2WSePE9K5K4PuuA9Xn18nxzp18CzrPz9CSX4lHa8OpMeYMGxMWteq0q3byHjqKWry8vB++CHc77gDodNRUlXCrMRZLDq6iEDHQF7o/QI9/KzNIBm7tQDg6HJAaEuch/QBRx8QOq0WoeCUtsZF1gGoqHODdw8Dn/bg2wFMrmCu0l4VhVCUDum7IO+kltY1GCKHQIeJENSDSrOFz7emMnttEvll1Yzs6MczI2LxdWn+CfxUTYPS3FTzRCtTQUPzys3N5aOPPsLNzY0777wTg8FA3sIjlB/IxevujtiGuHB8x1aWvfEKV918J91GjiUnrZjFr+6g24gQeowKI+Ppf1G0ciWRCRsY/fMkQlxCeOfAJk7ZRnFVym1semoAgW7NM/ndtpNnmfThVp4cFs39V0dQUFZF3/9bx0MhaYxPe4K79QHcve5qDvnqGRYwjEV22xg4cCD9+/dvlvKAFsjs27eP5cuXY7FYuOaaa+jWrdu5+fgrThSQv/gY5uJKnAYE4zwgCGF9ordYzOxZ+SObF83HUmOm5/gb6DZqLHqD1heiqqKGrd+eZP+G0zi5mbh6SjTBsVpQYi4oIPP5FyheuRL7Hj3we/UVbAIDAdhxZgcv/PICqcWpjAkfwyNdH8HTzjpPTvYROPwdHPsJzuzXbv617D2tAUI78G0Pvh3BO1YbnXExeclwYg0cXwsn1kJNObiFQt9HodONFNcIPko4yYcbT2LU63h2RCwTuwU262Q9KmhQmpsKGlqZChqa39GjR1m4cCFdunRhzJgxWCpqyJq9G8wSn0fiELZ6vn39JdIOHeD2me/h5OHJivf3c/pIHje/2hvLsQOcunEyftP/wzu+B1l2YhmbDFFYTu8jJuc/LLizB30jPS9ekD/gnXXHmbFSm7fgpTHt2JNWwLI9GeyIW8WelK/4Lt2Zfsk3keN0inZBQ1hjs5877riD4ODgZilPXYWFhXz33XecOHGCsLAwRo8efW5Kakt5DQXfnaBsdzYGLzvcxkZgG+Z6Lm9xXi7rPv2QpG2/4BEYzOC77iewbftz+zOPF7B2/hEKssqI6eVLnwmRmByMSCkp/OZbsl55BWmx4PWPB3C/9VaE0Uh5TTnv732feYfmYdKbeKDzA9wQcwMGXZ2BYOYaqCoBJOhtwObX/hV1VVuqOV18mlNFp84t2S2EwKQ34W7nTpBTEO4m918zVBbDkR+1JouMRHAJhn6PQeebSCmo5sml+9ienEe/SE9en9DxNzVHTUkFDUpzU0FDK1NBQ8uo7Rg5atQounbtSmVqETnv7cW+qw/uE6IoyDrDZ/+8n7Cu8Yx6dBq5p0tY9Mp2ug0PIX5UKCcGX4NNaChJz97AI+sf4TO/YcT98iEdKz7i6XE9uTG+eW7SDy3cTUJSDh0CXNiYpP2tv6tPCM+cuJE3Pdzh51zc5CPYGg+gD2jPMdszTHt6GgZDy4yYllKya9cuVq5ciU6nY9iwYXTu3Pnc03T50TwKlp3AnFeBfZw3LsND0Tv+2uH8ZOIO1nzyHkU52bQfcA39b7odOyet42JNtZmdy1NIXJmKydHIVTdEER7nDUB1ZiZnXn2VktVrsI2Kwu+lF7Hr3BmA5MJkpm+fzi8ZvxDgGMCNMTcyImzErzUPDVxDanEqiVmJ7M7ezZ6cPaQWpWKWF564K9wlnG6+3ejm041uvt2040sJx1fD+umQvhNcgqDfY1g638yCHelMX3EEO6Oe2Td2oXdE0weaKmhQmpsKGlqZChpaRu1skadOneKOO+4gICCAwp+SKV5/Go/b2mEX486WpQv5ZfHnjP/XS4R0iuOnD/aTejiPW1/rTeEH73D244/xWrWMAauu46Hg4Uzd8D6Tq5+lc7+RPDksplnKfc3MDbTxsOfDm7ux6XguNgYd8cZkdHMGcWu73lw/L49k7/sJN6Rz0seEXRtX7rjzjmYpy4Xk5eXx7bffkpqaSlRUFKNGjcLJSevPYKkyU7w2jeKE0+hMelyuDcW+qw/C2g+kuqKCLUsXsuvHb7Gxd6D/5Ntof/VghLW5IyetmHXzj5CTWkxYZy/63xiFg4s2JLJ49WrOvPIqNVlZuE4Yj9fDD2Pw9ERKScLpBOYenMuurF0ARLhGEOMeg6utK0II8ivyySjJ4Fj+MUqqtXlynG2c6eLdhSi3KEJcQmjj3AZnG2ckEiSU15RztuIsx/KPsTNrJ7uzdlNWU4ZA0Nm7M0NDhjI6fDRORket6WL9dDi9Q+sfMfJNjtu25d4FiZzMKeHxodHc2z+8SfvDqKBBaW5XVNAghAgC3gSuAQSwGnhESpnaiLwm4GVgCuAK7AGeklIm1EunA54C7gF8gaPAS1LKpfXSrQeuauBUj0opZ9VLex3wPNAWyAI+Av4j5UUeVVBBQ0sqLS3lww8/BOCee+7BzsZE1uzdWMqq8XmkK9IomffkPwC49Y13OJtezpL/7KTPhAhigitIHj0Gn2ef4U7Hr/C2ceaDbd8y03g3yWGTmX1jlyYvb0W1mXbPr+T+q8P555A6oyF+fJyyPfPpHxTA2++7sy16BN0cHVnjkUHP3r0YMmRIk5elMSwWC9u2bWP16tXY2NgwYsQI2rf/tcmhOquU/G+OU5VShE2QEy4jw86tYQGQm5rC6jnvkn7kEH5RMQy+8368Q8K0Y5st7FmdxvYfktEbdPSZEEHb3n4IITCXlJI7ezZ5n3+OztYWj3vvwf2WW9DZaoHF0byjbEzfyLbMbaQVp1FQWYBFWnA3ueNl50W0ezQx7jF08e5CqEsoOtH4gWM1lhqO5B1hU/omVp9azdH8ozgaHZkQNYGb2t6Er70PHP4efpqmdaCMu4XS/s/z1PJUftiXyeC2Pvz3+k642Bmb5GegggaluV0xQYMQwh7YC1QCzwASeAWwBzpKKS84tk0I8TkwAngCOAk8AFwL9JJS7qmT7lXgceDfwC7gBmAqMFJKubxOuvWAG1pwUVeKlPJMnXRDgeXAHGAh0AV4DXhLSvnUxa5bBQ0tKz09nU8++YTQ0FAmT55MTWYZ2e/swa6DJx43xpC8eydfT3+BAbfdTdy1o/n6jV2U5FUy5eWepIwdi87BgQUPx/Ldie/YnHqGDYa+vG3/AN8+0KfJy3owo5AHZi/hO68PcJ4wG4J7QmUJzOrAmuBO/Df9OE9924HdYWHE+3bkZ/vDTJgw4Tc36taQk5PDN998Q0ZGBu3atWPo0KE4O2vBgbRIynZnU7gyBUtRFXYdPHEZFoLBQ2vjl1JyKGEtGxZ8QkVxMV2GjaT39Tedm9uhIKuMdQuOkJFUQGCMG/1viMLNV9tXmZxM9uszKFm3DmNgIF4PP4zztcMQl9hUI6uqqEhKouLAQSoOHsRcUIA0m6GmBowG9E7OGP39sevUEVOHDhjcfp2X4uDZg3x24DNWnlqJDh3Dw4Zza7tbibL3h/X/ga3vgbM/ctxHzE3z5bXlhwlws+O9m7oS6+98gVI1jgoalOZ2JQUNDwMzgWgp5XHrtlAgCXhSSjnzAnk7odUs3CGlnGvdZgAOAkellKOt27yBNGC6lPL5OvnXAF5Syo51tq0HDFLKvhcp926gSEp5VZ1tz6EFPsF1A4yGqKCh5W3fvp3ly5czbNgwevbsSdHqUxStTsXz9nbYRrnx1SvPkH0qmTvf+pCMY+Ws+GA/w+5pj8v2b8l5801Oz3uOxw6/xhdmLxxzq5lY9Rw7n7mmycu57kg26+a/wkvGz7QNNy2F46tg2/s813sy1Su30/fg1ZzwqCAmpC+/GI/y8MMP41bnJtZazGYzmzZtIiEhAb1eT//+/enZs+e5vhaWKjMlCacp3nAaaZE49gnAeUAQOjttf3lJMZu/nMfe1T9h7+xC/5tuJ7b/QIQQSIvk4KYMtnx9nOoqC+37+dN9ZCh2TlpfiZLNm8me/n9UJiVh9PfHZcJ4nAYMwDYm5ncjF2RVFZXJKVQcOED5gf1UHDhI5ZEjyGptUUG9iwsGb28wGBA6HbK6GnNxMTVZWWDRFt2yadMGuy5dcOzfD4c+fdC7uJBeks78Q/P5OulrymvKGRk2kofjHsa3IB2+ukObE+Lqp9kZdDsPfLmXovIaZt3QmaHtfLkcKmhQmtuVFDSsAUxSyj71tm8AqHtTbiDvs8CzgKuUsqzO9heBaYCzlLJSCHEzMA+IklIm1Ul3O/AJECalTLZuW89FggZrc0oqcLeU8qM620PRajvOBTHno4KGlielZOHChZw4cYKpU6fi4+lN1luJSLPE99E4stOSWfD0I8SPmUCfG25lwbNbcHSzZcQ4d04OH47dUw8zSvcO0+yjmHBkK9GlH3DopWHY2zRt58PFO9OwfPsPbjCs16ZGPnscAHOXmxlYsZ/HV9hQXj6KCrtjGAI7kOaQz5PTnmrWIX2X6uzZs/z8888cPXoUd3d3hg0bRlTUr9NumwsrKfz5FGWJWejsDDhf0waHeF+EXmsiOHMiibWfvE/m8aP4R8cy6I57zzVZlBVVseOHZA5uysBooyNuWBs6DQzCYKNHWiyUrF9P3txPKdu5E6RE5+SETXAwOmcnZGUV5rw8qtLSwKy1IuocHTG1a4epfTvsOnTA1L49xoCABr9PS2kp5QcOUr5vL+V791K+YyfmwkIwGnEeOhS3myZj17kzRVVFfHrwU+YdnIdO6Lij/R3cHjEB08qnYf8SaNOX3KGzueubTPaeLuDpa2O4u//FFxk7HxU0KM3tSpoRsh1woIHtB4HYRuRNrhsw1MlrA0TUSVcJHG8gHQ2cp4sQolAIUS2E2CeEuLOB81K/3NbAo6wR5VZagRCCMWPGYGdnx9KlS6mRZlyvi8CcV0HR2jR8wiJo2/dqEpd/R3lRAR0HBJJ5vJBiG09sQkLQbd6Ft503+wwCW3MJvuRxOr/pV87NLamknS4Fc+jVcO8mGPMOTPyULV0mkFeRR8ipCoqcPXAxuHFWV4yfr98VFTAAeHh4cOONNzJlyhSEEHzxxRfMmzePjIwMAPQutrhPjML7H10w+jpQsOwEWbMSKT98FiklvuGR3PjyDIbc+xD5GadZMO0RVr7/FsV5udg723DV5GhueDYe/yg3tn57kvnPbGHvmjTMNRKngQNpM38ekRsT8Hv1FVxGjULv5oYsr0DY2GAbFYXH1Lvwn/E6YcuXE7V9G20++xSfJ57AedgwbAIDsVgkFaXVlBZUUphTTmFOOWVFVUiTHQ494vGcOpWgt98m8pfNtFn4BW6TJlGyfj2nbpxM8vjxyO9X8WDbu/lu7HdcFXQV7+59l4mr7mB//4fguvcgYzee8wey+OoChnfw47XlR3hz1TFa8oFN+a25c+e6DR06NNzf37+DyWSKCwkJaf/AAw8E5Ofnn7snLlu2zGnMmDGhQUFB7U0mU1xQUFD7m266KTg9Pb1RTw4vvPCCz8CBAyO8vLw6CiG6PvbYY/4NpZswYUJIWFhYO0dHxy729vZdoqOjY1999VXvmpqaprrcJtXSq1y6A/kNbM9D61vwR/PW7q99L5C//x9ZPx1AAvA5cAytY+UtwMdCCD8p5Sv10jd07vx6xztHCHE3cDfQIuPpld9zcHDguuuuY8GCBfz888+MGDEC+y7eFCecxr6zF70mTubI5gR2fP81PcfewpZvTnBkyxkiBwwgb8EC4sZfxf4iLVaM0GWQlldGlI/TRc56afIKS4kRaej9x4DRDrpMAeC7DU8SVeyI+Ww1ZaGlONt5ky/yiA7oeJEjtp6IiAjuu+8+du7cyYYNG/jwww/p0KEDAwcOxM3NDZsARzyndqDicB6Fy5M5+9khbCNccbk2FJsARzoMGEJk995s/Xohu3/6kSObE+g6YgzdR4/H3c+BEfd3JP1YPjt+SGbTkiR2rTxF3JBg2vULwOjpiev48TB+/AXLaK62kJNSSOaJQrKSC8nLKKUwuxyL5fc3cJ1B4OHviGeQI56BTni3ccKrYyd8u3TB+9FHKPz+e/I//0JbsXPGG3jccQev3/wSE6Im8OzmZ7l5xS3c2eFO7p26GuPX92CzZDKz+z2OQ9wI3lqTRI3FwuNDoq+4IPDvYNasWT4BAQFVzz77bHpwcHDVrl277GfMmOG/adMmp8TExCN6vZ7333/fq7S0VP/4449nRkREVB49etQ0ffp0/x49ergcPHjwoIuLi+VC55g3b56no6OjeciQIQVffPHFeRcpqaio0N19993ZkZGRlUIIVqxY4fzss88GHT9+3Hbu3LlpTX/1l6c1lsZuKLxuzP8a0ci8jU2HlPK5epuWCSG+Af4thJglpSypk++Syi2l/BD4ELTmifOlU5pXREQEPXv2ZOvWrcTGxhI8IpTyI3nkf3Mcr3s60rbvVexdtZz40eMJ7ejJse1n6DSmD3lz59Irx4WfZC75Oh0h4gxpefUruS6fIS+JNBvB/bnreCzlZ4aEDCGzJJM1qWt4KjuaQheQ5lwMpkAs4iy+vpfXHt7cDAYDPXv2pHPnzmzevJktW7Zw8OBBunbtSr9+/XB2dsYu1gNTtBulWzMpWpNK9tu7se/sjfPQNphcHbn6lql0GTaKTV/OZ9s3i9m3+ie6j5lA52uGExDlRsBjbmQk5bP9hxQ2f3Wcbd8nE9rRkzbt3PEMdsLJ3YTeqMNcbaE4r4KCrDLOnCzizIlCslOLsNRo/x2dPU14BjoR1tkLO2cbDEadtpCWhOpKM8V5FeSmFZO8N5fDmzO167PVExjlSnRPP0LHX4/rpEmU79zJ2TmfkPPmm+TNn0/Uffey9LrFvL77v3y470MSTifw6vj3iNr8HrqNb/B/kfsxdXuCd9adoNosefra3/fDUJrXihUrjvv7+597lB8xYkSJu7u7+cEHHwz58ccfnUaPHl08Z86c1Ppp2rZtWzF8+PDouXPnuj3yyCNnL3SOpKSkg3q9nurqai4UNPzwww8n634eN25c0ZkzZ4yLFy/2VEHD+Z/M3Wj4Sb6uPKChR3a3Ovtr392EEKJebUP9dOezELgO6ABsoeEailqujTie0soGDhzIsWPH+O6777jvvvtwGRZCwTfHKd+fS49xkzi0aT07f/yWmF4jObE7h2xTDMLGhvBjJRAJB+0diazJIrUZmid0JRlssrMjvaqAf274J/cX3M+urF3odXo6H63mWGhvkKepttXa+K/0oKGWyWRi0KBBdO/enQ0bNrBr1y4SExPp1q0bffv2xcnJCcc+AdjH+VC8Po3izemU7c/BqU8ATgOCcPH2ZcRDT9Bt5FgSvviUhAWfsGPZV3QdOZYuQ0fgH+nGdY+6kXmikCNbMzmxK5ukHVnnLY/eoMO7jRMdBwThF+aCT5jzuXkgLkZKSWlBFVnJhZw+mk/KvlxSPjqArYOBqHhf2vaOIej99yhLTCRn5ptkvfwKtosW8++XX2LQgEG8sOUFbvjpFh7s/A9u9euEbsWTvBhUiKn7CyzZmcYdfUJbZM0K5Vd1g4FavXv3LgVIS0szni9Nv379SgHS09MbXFa7Lr1e/4fL5+bmZtbr9Vfkw2ZLBw0H+bWPQF2xwKFG5B0rhLCv168hFqji1z4MBwFbIJzf9muo7XtwsfPUr1mo7QvRDi2I0BIJEYI2VPRix1NamY2NDaNHj+bTTz9l7dq1DB0ylNItmRSuSMb3sW7E9O7Pnp9+oOuIcdg5GTm28yztunVFvzsJIuGIizftKnLY3Aw1DfqybA452uBgsKOXfx/e3fsuAC+GPYh53yyKht6GU9FJ8nVl6HX6cwtH/Vk4OzszatQo+vbtS0JCAtu3b2fXrl3nggdHR0dcrg3FoZcfRStPUZxwmtIdZ3DsH4hjLz98wiKY+MwrZBw7zNalX7Jp4Wfs/G4pnYeNpPOQEfiFu+EX7sJVN0RRkFVOTmoRpUVVWGos6PQ6nNxNOHva4RnoeG45btACgaKcbHJSkzl7Oo2ywgKqKyqorqzAYjajNxiwc3bBIzAY94AgPAKDCI/zJjzOm36Tokg/ks/hXzI4tDGD/etO4xnkSJdrggn/7DPK1q/jzMuvkHLDjbS9eQpf3/sFr+77LzMT32RbQB9eu+4d3L97mKerHueOO79QAcMVYvXq1U4AHTp0qDhfmp9++skJIDY29rxp/giLxYLZbKawsFD/ww8/OC1dutTj/vvvv+CovNbS0kHDd8AbQogwKeVJOHfz7YM2AuJieV8EJgKfWfMagEnAz1LKSmu6n9CCiJus6WtNAQ7Ujpy4gMlAObAfQEqZKoTYaz3ex/WOVw2suMjxlCtASEgI3bt3P9dM4T0ylNyPD1C8OZ3uo8dzZPMGDiWsJqpHB/avPU2n+L6UzppBW0sAh00VjOBMs3SEtK3I5aC7DfG+8bw54E1Si1JxMDogP1tCusGRvLIafDBxVpTg5e55WU8vrcnNzY0xY8bQr18/NmzYwLZt29i5cyfx8fH06dMHB1cH3CdF49g3gKKfUyj6KYWShNM49gvEsbcf/lFtGff0i5w5foyt3yxm69eL2LHsK2L6Xk3HQUPxi4jG3d8Bd/+G15kw19Rw5vhx0o8eJuPoIdKPHaY0/9dKQqOtCaPJhI3JDqHTYa6poawgn5rqXxe+cvTwxD8yhsDY9kTG92bIXe2pKK0maUcW+zeks+qTQ2z/IZmuw2KJWPYdZ9+aRf78BRhWr+bF556jZ8+e/N/2/+P6/OO8e90sor5/Et+vxsAdK8HJp9l/Bk1t5XuzgnLTTjXPKm6N5BnUpmzofY9cdhV+cnKycfr06f69evUq6t+/f4NPB/n5+bonnngiKCwsrGLKlCkXqxm/JIsWLXKZPHlyBGiduO+///4zM2bMyGzKczSVlg4aPgL+gdZ3oHZyp5fR5lX4oDaREKINcAJtFseXAKSUe4QQi4BZQggjkAzcB4Si3dCxpssWQrwJPC2EKAYS0QKLgcCYOufohxaofA2kAC7ArcBoYFq9iab+BfwghPiAXyd3egZtcqcrMhpUfm/w4MEcO3aMZcuWcd9992Fq607xujR8n+xOYNv27Fn5A6P+OZC9q9PIce+IDdA/x4MV/qfwMmeSkV/cpOWpMVuwMWeTqtdz2wkTlj4VBDsHI81mTnz9DYXdRmOpScfFxosTumJiAhqqpPtzcXd3Z+zYsfTr14+EhAS2bNnCjh07iI+Pp3fv3jgEOOJ5e3uq0oopWpNK0coUSjaexqGXP449/fCNiOK6J54hLyOdxBXfcXDDag6uX42DqxsB0bF4BAVj7+KGEIKqinIKs7PIO51K5olj1FRqzxXOXt4ExXYgIDoW79AwPAKDz00sVZfFYqYoJ4ezp1M5ezqV7JSTZBw7zLGtm1g79wOCYjsQ06c/kfG9ad8/gJN7cti5IoW18w6zN8CBfjf8gzYjR5L53LOcvvc++owcyfwH3uMfO6Zx64F3mDVyOj1StoH9n6v26K+msLBQN2rUqAiDwSDnz5+f0lCa6upqxo0bF5adnW2zdu3aI0Zj08zuWWvIkCElGzZsOJyfn69ftWqV8wcffOAjhGD27NnpTXqiJtCiQYOUslQIMRBtGun5aE0Ba9CmkS6pk1QAen4/JPR24FW0WSRd0WaXHCalTKyX7t9ACfAwv04jfb2U8vs6aTKtx38J8ESrNdgHTJZSLqxX7uVCiAlo00jfhjaN9GvWsih/Era2towcOZLPP/+crVu30mNYF7JmJVKScJq4a0fz3czXKM45hJOHidQzeqLs7WmbBh/4lFKBGafKMxSWVeNi3zR/MPJKqzDbnKV7EsR+8yNpCVkEzHqToh9/pDo1lbxePTFkJuBgF0aFSMHX78/Rn6ExPD09GTdu3Lmah82bN7Njxw569OhBr169sA9ywvO2dlrwsDaV4rWpFK9Pw76LN059A3D3D2DwnffR94abSd69k+M7t5F98jjHtv+iLShlZevggKuPPx0GDME/ui0B0bE4efx2ESlLlZmavAosFTXIihpkjQSBNqeEhyeuXX0J7xp/Lv3Z9DSO/pLAkc0JrPrwbdbMeY+QTnHEDR/DxKe7kbwnl81fHefbmbuJ7O5Dr7kLqVg0j9z338e4cyefvvAEDxd+xL373uSl3i8xSt8a/dEvX1M84be2srIyMXTo0Ii0tDTbVatWHQ0PD6+un8ZsNjN+/PjQX375xXnx4sVJPXr0aPIqRw8PD3NtDceYMWOKbWxs5FtvveX32GOPZYeGhv6uTK2pxX9brWtMXHBclJQyhYZHO5QDj1lfF8pvRgssXrlAmuNoU1A3ipTya7RaCeVPLDIykpiYGDZs2ECHDh2w6+hFyS8ZhDweh5OnF7tXfE943J3sW5tGbJd4vJOOQTc4ZmNDSGUWaflluNi7NElZckoqkcYSotIl6PWU7d1L0oCBUF2N8arBZJ7VgzyDtNOGWfr4/PmqsC/Gy8uLCRMm0L9/fzZs2MDGjRvZtm0bPXv2pEePHjgEOeF5azuqc8oo2ZxB2a4synZmYRvmgkMPP+zaedC279W07Xs1ANVVlVSVlSGlxGBjg8nB8TfnkzUWKlOLqEopovJUEdWZpZjzKxoeG2Wlszeg97DD6GmHMcARx2AXeo2fTK8Jk8lOPsGRXxI4lLCWr155Bt/wSOLHTOSG57qze1Uau1emkrIvl24jRhK1oD9ZTz9F6f1P8M7jD/Os/1Ze3PIi8b7x+Dj89X62V7rKykoxfPjw8H379jl8//33x+Lj4xsMBqZMmdJm+fLl7nPnzj0xZsyYpq1uPI/u3buXWiwWjh07Zvu3DxoUpbUNHTqUd955h1WrVjFm8HDK9+VQujGTzkNGsPGLT+l4TSUWs6QoojemzetxKNdz0sZwbthl+4CmCRoyCyqw6EsJzxQYYmNoM+MN8r9chN7VhdNBAzEvO4RdRQ2FQvtb9mcZOfFHeHt7M3HiRPr378/69etJSEjgl19+oWPHjvTs2RNvb2/crovA+Zo2lG4/Q+m2TPIWHkHnYMSugyemKDdsgpwwONpgdNVGRUiLxFxYSXVWGZUphVSlFFGVVoys1obX691N2AQ4Yuzqg97FFp1JjzAZEAYBFrCUVVNztoKavHJqzlZQcbyAst3ZAOgcjdjFeuDczoP+N9xGn+uncChhLTu+W8p3M1/DzT+QHtdNZNIz8fzydTJbvj7BEV97rv7vJ9i+9yqFr7/JS+PHkfvAAypgaAVms5mxY8eGbtmyxXnx4sVJgwYNanDdo6lTpwYuWrTIc/bs2ck333xzQUuVb/369U5CCKKjoysvnrplqaBB+dtxc3Ojb9++rF+/nq5du+IS50PJ1gza3tufTV/OIzt5B7b2YWQb2xAMtDtj5KSnPaGiaTtDnsoro1JXRdgZW2SfXhjbtMFn2lNIKVn9yg7sHNPwkkHk6UpwdnLGzs6uyc59pfLx8WHSpEnk5OSwdetW9u7dS2JiIuHh4XTv3p3IyEicBwThdFUgFUn5lG4/Q9muLEq3an3GhI0OnZ0BaUFrarAGCAgw+jvi0N0Xm1BnbNu4oHe+6Ki53zEXVVKZXEj5wbOU7c2hdPsZhK0eU4w7UfE9affmYI5v38K2b5fw07tv4uLtQ8/xNxLbpyMJXybxzexDdB70EOHhEeS//z4up05RM3v2bxbEUprfLbfcErxixQq3Bx98MNPR0dGyZs2ac51aQkJCqsLDw6v//e9/+3788cc+EydOzI2Jiamsm8bX17emXbt2527oBoOh67hx43IXL158qnZbQkKC/YkTJ2zN1inMjxw5Ypo7d64bwIQJEwqdnJwsX375pcunn37qMWLEiMKQkJCqoqIi3fLly12+/PJLrxtvvDEnJCTkiqplABU0KH9Tffr0Yc+ePaxYsYI7x99CWWIWlkNlhHSK4/Dm9bTpEkf6sUKChI64s87sD5b00GexobDpRlplZmdjUwxljtH8cqYLp+Ye4uqbYkjamcXZ9BLs7U8S6NadE4Z0fP0Cmuy8fwZeXl6MGjWKgQMHsmvXLrZv386XX36Jo6MjXbp0oUuXLrhHu2MX7a41OZwqoiarjJqz5VgqzQghELZ6DB4mDF522AQ5obP99c9dUVERqQeOcebMGbKysiguLqa8vJzy8nKqq6uRUmJjY4OLi8u5l7u7O/7+/vhF++HRyRtZY6HieAEVh85SfiCX8r05GH0dCOwTSeTLM0nev4stX33Jyvdm4RcRzbCpD3F4Szl7VqeRFdGXXq9EUPXtl+j+BsHglWb9+vUuALNnz/abPXu2X919jz76aObMmTMzVq1a5QKwZMkSzyVLlvymI8y4cePOLl26NKX2s9lsxmw2/6ZJ/a233vL++uuvz/VyXbFihduKFSvcAHr37r0/Ojq6Kjo6utJisYhXX301IC8vz+Dk5GQOCQmpePvtt5PvvvvuK3IOoBZdsOrvSi1YdWU6ePAgS5YsYcyYMQTtt6UqpZCiq6v58Z3X6Tn+Mfashd7Zn5OrO84bo4qZk1LOaxELePemrk1y/ic++Br3E0/RYf9YTrUZBoCNnYGaKjOeAZK0fbO4NuIBFhm2cM0119CnT9Mvzf1nYTabSUpKIjExkaSkJKSUhIaG0rFjRyIjI3F0dDxvXovFwtmzZ0lPT+fUqVOkpKSQn6+NmNPpdHh6euLq6oqdnR12dnYYjUaEEFRWVlJYWHjuVVb260g8Ly8vIiIiiIyMJDg4GL0UlO3JoWRzOtVnytDZG3Do6YdDTz+O7f2FdXM/oKa6mn6Tb8PBoyvrFxzDaDIw9K52BERdWi2DWrBKaW4XWrBK1TQof1uxsbH4+/uzfv167h51CxWHzuKnC8HGzp68jEQgjqKQeHw2JpIhq3EhmzP5DTZ9/iGV+elQpqPQORRPPxNX3dyOAwnpmByN1JT/QvnRQLItRYA2z8TfmV6vJyYmhpiYGIqKitizZw+JiYksW7YM0EZj+Pj44OLigo2NDWazmZKSEvLz88nIyKCqSptvwc7OjjZt2hAfH09wcDA+Pj7nlvK+mLKyMtLT08nIyODUqVNs376dLVu2YDQaCQ8Pp1OnTkT+oxM1p0oo2ZxB8bo0ihNO49c1kJufn8XqL95j3acfENy+I8PuuZtNi8/w3f/2cPPLvXF0a9zslIrS2lTQoPxtCSEYPHgw8+bNY1/OMcKCnCjbkkV0z74c+SUBt6B48gnGu7gCnwI9aUaBKGyaUWbVZgsOJanoS/UUOQXj65CGR0Acg2+Lpbqqkk8efoVubYZynEJsbGz+0p0gL5WzszP9+/enX79+nDlzhmPHjpGRkUFGRgZHjx6lpqYGIQQODg64uLjQqVMn/P39CQgIwNPTE53ujy3ua29vT2RkJJGRkQBUVVWRnJxMUlISR44c4ciRI+eaT+JGxeFzbQglG9Mp3ZmF2JPDkGvv4WT3fayfP4fvZjxJ/8l34ujVRQUMyp+KChqUv7WwsDDCwsLYuHEjbQfdRMmSk0R36Mn+dT/j6JZLTpobUQhCsiQn3Y045Z+ixmzBoL+8VeUzCsoJEOmICj+q7VI5ueNHvnzuFwbdeS+HN22gNC8Pb99gNhq20aZNmz/tTJDNSQiBn58ffn6/aZLGYtE6P/7R4KCxbGxsiI6OJjo6mmuvvfZc88mmTZvYuHEjERERxMfHE9ovjoJvj1Pw7Ql8Q/yYMu2/rFr0LqvnzCa8Ww/8Ix/BzrFpV09VlOaiggblb2/AgAHMmTOHQ+UphDgYsM12wGiyo6biOFWV3ShxCqRNTjonfY0EizNkF1fi73p5ndeOZ5fgbsigutKbfGM6eoORotxsFj77BAC9e11PYVYJBbbF9Az/+/Zl+COaO1hoSN3mk8LCQhITE9m1axdffPEF7u7uXH311YR1jqBweQpVC4oZNuA+kuISObx5PUYbVdOg/HmooEH52wsKCiIkJIQt27YS1Wk0FVuziGgfT+rx/Ui6UhzSnej8PH6xqSJW5JJZWHHZQcPu1AIijdlU1kRxtiYDv4hoxk17juM7tmDn7IzTbhPbivaBRet7ofx5uLi4MGDAAPr378/hw4fZuHEjX3/9NW3atGHYLddgs6WY4tWpBPoE0/7+FzHYXPrQT0VpLS0fkivKFahfv34UFxdz0ikHLJJIz26UFuRh51hIoVcswdkWTtqaCBA5ZBZe/lwNiSm5VNsUoZPOOIgaeohrqDlcTLurBhHgEkllUgHJphyCg4NxdnZugitUWpper6d9+/bcc889jBw5kuzsbD6cN4ftbik43hCOrKgh98MDmIuuuPl7FOW8VE2DoqD1bfD392fLvh1MCr4Kh5wqEAKTKY2zFW2Jzq0g26zDV+Sw5zL/yFebLWSfPsFpFz2eBhsCHSKxqbQhf8kxSrZkYM6v5KxLBWfLCujRvncTXaHSWnQ6Hd26dSM2NpY1a9awbds2DjgcYPDgQUTbhaN3Vs0Typ+HqmlQFLROdX369CE/P5+soAoseZVERsRTXnSMKrOBMjtf/HJAZ5NHdtHlTfB0OLOIYPMpcqsMVNjo8TIFIlwNuI4KAwnGAEeSgvKxsbGhY8eOTXSFSmuzt7dn1KhRTJ06FVdXV5b9+B0Lty2jpKTk4pkV5QqhggZFsYqJicHJyYl9ecdAB5He3SjMPoW0lFDs3IbgHEmeTRX5BfmXdZ6NSbl01x2lpNyGKgM4mLxZb3OI/GALPg92gVE+HD55lE6dOmEymZro6pQrRUBAAHfeeSejR4/GaDRib2/f2kVSlEZTzROKYqXX6+natSvr16+nV1AEToWu1j2nKXYNpU32NlKCDciCy5urYc3hLF40JZF8RoedjYnTxkKSitI4/sknxMbGkpmZia2tLf3797/sa1KuTDqdjri4OOLi4lq7KIpySVRNg6LUERcXh06n44jdGSiowcslGKMxk1LPCMJydaQbDBiKT//h4+eWVHIoLRuTLgX/PAfs9Xoydfk4OzgRHx/PiRMnEEIwfvx4nJzU2H1FaQ5z5851Gzp0aLi/v38Hk8kUFxIS0v6BBx4IyM/PP3dPXLZsmdOYMWNCg4KC2ptMprigoKD2N910U3B6enqjHrYzMzMNEydODHFzc+tkMpniOnbsGLN06dLf9WqOj4+PFkJ0rf966aWXvJvympuKqmlQlDqcnZ2JiYnh4MkkOggPYgJ7se3kzxTa9iMqR7DcYCCoLOMPH3/tkWy6iCSOGHX4FLli56TjpK6AmNC2XHvttVx77bVNeDWKojRk1qxZPgEBAVXPPvtsenBwcNWuXbvsZ8yY4b9p0yanxMTEI3q9nvfff9+rtLRU//jjj2dGRERUHj161DR9+nT/Hj16uBw8ePCgi4uL5XzHLy8vF1dddVVUQUGB4YUXXjjt5+dX/cknn3hOmjQp4ttvv00aOXJkcd30UVFR5e++++6putsiIyOvyGE1KmhQlHq6dOnCoUOHyPQuw7ckiKryfDCWAJ4UVZzBzZxDWVUN9jaX/t/nq52nmWi/lx32DvSq8KHaaKBSlBESHtr0F6IoSoNWrFhx3N/fv6b284gRI0rc3d3NDz74YMiPP/7oNHr06OI5c+ak1k/Ttm3biuHDh0fPnTvX7ZFHHjl7vuPPnTvXLSkpye77778/VhsgTJgwoSgmJib26aefDhw5cuThuukdHR3NgwYNarqFbZqRap5QlHrCwsKwt7fnpG0OhlI9DgZXZE0GRU7B2Obp8BG5ZP+BYZfHs4vZnnKWYfqdHNQ5UW30RtoYAfDx8Wnqy1AU5TzqBgO1evfuXQqQlpZmPF+afv36lQKkp6dfcEaurVu3OppMJsvw4cPP1SjodDquvvrqogMHDtgnJycbL/caWosKGhSlHr1eT7t27TiZl0o1NQQ6RYE8Q7FTEAFnwc5wlqxLHHZpsUhe/P4QXQypFJtzMGZXUeTghtmo1Va4uro2w5UoitJYq1evdgLo0KHDef9z//TTT04AsbGxF/wDoNfrpcFgkPWnNLe1tZUAiYmJv5lS9tChQ/ZOTk6dDQZDXFRUVOybb77p+Qcvo9mp5glFaUD79u3ZsWMHaS6FBOvakZz5E8WuPfDLk1gCC8gqvrSaho82nmRjUi7LYw6TkOdA+wOSYpMJvUFgFAbs7C5vWmpFaWl5Xx0Lqj5T2qrjRY2+DmXuE6Iue+nZ5ORk4/Tp0/179epV1L9//7KG0uTn5+ueeOKJoLCwsIopU6ZccNx1dHR0RUlJiT4xMdEUFxd3LsDYsWOHA0Bubu65e2/v3r2LJ02adDYmJqYiPz/fMH/+fI/HHnusTWZmpvH111/PvNxra2qqpkFRGhAUFISzszMnbXNwxRNzeS7F9j745AnKbcrIvoSppHen5jNj5VHGxLrQ9swyfvYKpOtpJyyGGsp01bjYOyGEaMarURTlfAoLC3WjRo2KMBgMcv78+SkNpamurmbcuHFh2dnZNl988cVJo/HCrQt33XVXnpubW82tt94aun37drvMzEzDtGnTfHfu3OkEoNPpZG3aWbNmZfzzn//MHTFiRMmUKVMKVq5ceWLw4MEF//vf//wKCwuvuHt0i9c0CCGCgDeBawABrAYekVKmNiKvCXgZmAK4AnuAp6SUCfXS6YCngHsAX+Ao8JKUcmmdNH7AQ9ZyRAJVwD7gxQaO9ylwawNFektK+cjFyq38+eh0Otq3b8/WLVupsoTjbutLoaUAjzIvDhqLseSfAcIvehwpJc9/dxBvJ1umB23j7KliDpeW4FoQhMm/jGKhx8v5ihxZpSgX1BRP+K2trKxMDB06NCItLc121apVR8PDw6vrpzGbzYwfPz70l19+cV68eHFSjx49LvrE4Onpaf7iiy9O3HXXXaE9evSIBQgKCqp87LHHMmbMmOEfGBj4u/PUNWnSpLzVq1e77tixw27w4MFXVAfJFo1ihBD2wFogBu0mfDPaDXudEMKhEYeYA0wFngNGApnASiFE53rpXgZeAN4GrgW2AkuEEMPrpOkKTAKWAROA24AKYL0QYmQD584BetV7vdmIMit/Uu3atcMiLaTpcvEyBWGpyUSnC+KMxUB1fuPmatidVsC+04U816kIu42v8VNoPB2TLRS4RuGol5SIctw83Jv5ShRFqa+yslIMHz48fN++fQ5ff/11Unx8fIPBwJQpU9osX77c/eOPPz45ZsyY4obSNGTYsGElqamp+/ft23cgMTHxYHJy8gGj0ShNJpOld+/eDTaB1JJSq4i4EmsgW7qmYSoQBkRLKY8DCCH2AUlotQIzz5dRCNEJmAzcIaWca922ATgIvASMtm7zBh4Hpksp37BmXyeEiACmA8ut2zYBUVLKmjrnWGk93pPAD/WKUCWl3PoHr1v5E/L398fJyYm0inw6VodzJHMLpQ7+VJQYQJfeqGMs3pFGG9sShhx6DrNrEJ+b4N7jTuT6tMPNNo8aUY57gFczX4miKHWZzWbGjh0bumXLFufFixcnnW+449SpUwMXLVrkOXv27OSbb7654FLPo9Pp6NChQyVozSDz58/3HDt2bN6F5ngA+PLLL91NJpOle/ful7+kbhNr6aBhNLC1NmAAkFImCyE2A2O4QNBgzVsNLKqTt0YI8SUwTQhhK6WsBIYCNsCCevkXAJ8IIUKllMlSyoL6J7Aebw/Q7Q9dnfKXIoQgKiqKfbv30tcQibBkUeIQD0V6bPUX758kpWTtkWw+dJyHrqKQ7wc+QsG2dwhJMpHQ3QYfkytQjpu7W7Nfi6Iov7rllluCV6xY4fbggw9mOjo6WtasWXOupjskJKQqPDy8+t///rfvxx9/7DNx4sTcmJiYyrppfH19a9q1a3euN7TBYOg6bty43MWLF5+boOmBBx4I6NatW5mXl1fNsWPHbP/3v//5GgwG+eabb56rpvzpp58cp0+f7jtmzJiCsLCwyoKCAv28efM81q5d6/qvf/0r3dnZ+YLBRWto6aChHVpzQH0HgYmNyJsspaxfrXMQLUiIsP67HVAJHG8gHUAskNzQCYQQNmjNDvsa2O0thMhF60txEq2p5A0ppfki5Vb+xKKioti1axc5ohgXgyMlemecC3QYHS5e03AwowjnkhN0tt3E0d738vLhudyY6keemx/mmlPU2AYDao4GRWlp69evdwGYPXu23+zZs/3q7nv00UczZ86cmbFq1SoXgCVLlnguWbLkN0Mgx40bd3bp0qUptZ/NZjNms/k3bQnZ2dnGadOmBeXl5Rnc3d1rhg0blv/6669n+Pj4nLtnBAYGVlssFvGf//zHv6CgwGAwGGR0dHT5+++/n3zPPffkNcOlX7aWDhrcgYaGquQBF3vculDe2v217wWytlHo/Oka8gIQCNxUb/seYBda4GECxgL/QeuPcVdDBxJC3A3cDRAcHHyBUypXspCQEHQ6Hem6PLxMQZysrsQn34AuOJuSyhocbc//X2jdkWxuMawi18aOBwt34aJ3ZPi2GnZHDMZUs40CvQ92RhMuLi4teEWKoqSnp++/WJrt27cfbezxpJS76m9bsmRJysXytW/fvjIhISGpsee5ErTGcI76N3PQRlFcjGhk3sam++1OISYD04CXpZQb6+6TUs6SUs6WUq6VUi6XUk4F3gLuFEJENnQ8KeWHUspuUspuXl6qzfrPytbWlsDAQDJtCvA2BWOx5OBZ6g3GfLIvMsHT1hM5jDDs4sWgcPIqC5iVP4zSs1Xk6pxx19uRqyvGz9v3iuzspCiK0pCWDhryafhJ342GaxHqyrtA3tr9te9u4vd/ieunO0cIMQr4FJgjpXz+IuWotdD6rvo//MWFhYWRYynE2c4XWZODY5UvVcYSsi4wlXS12YI5bSdnjCWstxQxzTwE3dvzyOl5I+bqw/jaR5CvKyUgLKgFr0RRFOXytHTQUNvnoL5Y4FAj8oZah23Wz1vFr30YDgK2/H4Qfaz1/TfnEUIMApYA36CN4Gis2qCkoVoN5S8kLCwMgBx9KU46C2YbP8prqsguOv+oqQPphfSXO1jg4kzsWRPt31qJiOlIim07dPIwtk4+SCT+/v4tdRmKoiiXraWDhu+AnkKIsNoNQogQoI9138XyGqnTYVIIYUCba+Fn68gJgJ/Qgoj6/RKmAAeklMl18vdC65i5BpgipbyUnqqT0QKGHZeQR/kTCggIwMZoo/VrsPWgyN6d6hI9xbnnXyJ7R0oe3fX7WW9nz6M/6BDOriT1fZSq0pN46tw5rc9Hp9MREhLScheiKIpymVq6I+RHwD+AZUKIZ9Buui8DacAHtYmEEG2AE2izOL4EIKXcI4RYBMwSQhjRRkDcB4RSJ0CQUmYLId4EnhZCFAOJaIHFQLRhnbXniAF+BHKBGUDXui0atXMyWMsyH/gSrTbDFq0j5G3AB1LKE0303ShXKL1eT0hoCBnH0uhu60eWXQWWIj1VZ1OBHg3mSTqVTqhDFl0OueOcUczJm1/l1JEi7Bz2EGXsyTpDGmFhYWrNCUVR/lRaNGiQUpYKIQaizaQ4H62Kfw3aNNIldZIKQM/va0JuB14FXkEb+rgXGCalTKyX7t9ACfAwv04jfb2U8vs6aXqi9XNwA9Y1UNzaCKIYrR/EU4APWqBzGG0K6ncbc93Kn19YWBjHjh3D1hRCeUkKtoU2WIrOPyukbcYW1jnYMXy34FTcFE6m6Qhpn0361gJEsAslJNGuXUMtdYqiKFeuFl97wrrGxPiLpEmhgdEOUspy4DHr60L5zWiBxSsXSPMpWufHi5U3D7juYumUv7bafg3FthKdzMe91Iea0lMNpq2oNhNSnMhKvS3j8j3ZHhmPb0guSVsW0j/keg4aTmNjtKFt27YteQmKoiiX7YpbQUtRrkReXl7Y2ZjI0hXiqgenSl8qqhuuaTiWVYyL6SQdDgtS2gwFmULqvi+ICO2Oo8WbZH0WcV3jMJlMLXwViqIol0cFDYrSCEIIAoOCyNIV4mZwwMbiQ5XMajDt4YwCcu1ziTthItszluqylYQFdSHOOJC9DmlIoEePhvtCKIqiXMlU0KAojRQcEkyhrgxHkyelJidEVREllTW/S5edcohT1Xps9fFUVe7CTe9BV5tBZJtKOGROJT4+Hjc3td6Eoih/PipoUJRGqp0O3GznQImtHkNZBVkNzAppydiN8bSRTK+OGMzH6ec/gTOOxaww78TV1ZWrr766hUuuKEpdc+fOdRs6dGi4v79/B5PJFBcSEtL+gQceCMjPzz93T9y4caN9v379Ir29vTva2trGeXp6drrqqqsiVq9e7XChYwP873//8xBCdD3fKzU19Vx/wuLiYt2jjz7qHxIS0t5kMsX5+vp2HDt2bMjRo0dtmuv6L0eLd4RUlD8rf39/dEJHoY0Zi9GCvhiyCkoI93I8l0ZKiSjZTehpV/JdK+loiue0KGBd5UE8PT2ZMmWKGmapKK1s1qxZPgEBAVXPPvtsenBwcNWuXbvsZ8yY4b9p0yanxMTEI3q9nry8PH1oaGjlzTffnBsQEFCdlZVlnD17ts+1114b/fPPPx8ZMGDAeWd3mzBhQmG7du2O1N0mpWTixIkRgYGBVcHBweeqKCdPntxm9erVro8//nhGfHx8WUpKis306dP9Bw8eHHXgwIFDF1tGu6WpoEFRGsloNOLr4U1WdgGuBkF+iQ/FOach0vdcmszCCqQxGc/yrpQ5HMfTZwTLbHbh7+/PTTfdpAIGRbkCrFix4ri/v/+5G/eIESNK3N3dzQ8++GDIjz/+6DR69OjiMWPGFI8ZM6a4br6xY8cW+vj4dP700089LhQ0+Pv719Q9PmjLYBcUFBiefPLJc7PClZSUiBUrVrjfe++9Z15++eVznaT8/PyqJ06cGLl69WrH8ePHFzXNVTcN1TyhKJcgKKQNuaIYF4MNxnJfynN/O+zySGYB5soCih1DCLP3Y6fxJHqjnokTJ6qAQVGuEPVv6AC9e/cuBUhLSzOeL5+zs7PFxsZGGo3GS14+YO7cuR5Go1Hefvvt59Y/qq6uFmazGWdnZ3PdtG5ubmbQlty+0qigQVEuQZuwNpiFBb29M6ZqLwrzj/9mf8bJw9Rk23DWrgZnpxBO6XPp1bu3Wv5aUa5wq1evdgLo0KHDbzoqmc1mKisrRVJSks2tt94aDHDfffflXsqxS0pKxPLly90GDBhQ6Ovrey4ScHNzs1x33XVnP/74Y+/vv//eqbCwULdz507Tk08+GRgdHV0+evTo4gsdtzWo5glFuQRBQdqqlJUmW6Swp7Dkt7OIl6ftwPFsCHpjAal2pRj1RjW8UvlL+vbbb4Oys7PrLyDYory9vcuuu+66tMs9TnJysnH69On+vXr1Kurfv/9vmh1GjBgRtnLlSjcAd3f3mqVLlyZ17dr19z2gL+Dzzz93Kykp0d9yyy2/CzaWLFmScvvttwePHj06qnZbx44dS9euXXvMZDJdcQsiqpoGRbkETk5OONs6km+owGxrR2Xxbyd4Ki7aiXtpGH62LiTrs2kbFa2aJRTlClZYWKgbNWpUhMFgkPPnz0+pv3/mzJmn169ff/jTTz89ERUVVT5hwoSIhISESwqWFixY4OHm5lZz/fXXF9bf9/DDDwd8++237s8999zp5cuXH33nnXeSCwoKDEOGDIksKiq64u7RqqZBUS5RkH8gJ0+eJNjOHkNezrntFdVmzBUnKDNF4+zqT7VIp2PXzq1XUEVpRk3xhN/aysrKxNChQyPS0tJsV61adTQ8PLy6fprY2NgqoOqqq64qmzRpUmFMTEy7f//73wEbN25Masw5Tp06ZdyyZYvzrbfemm00/ra7xM6dO03vvvuu78yZM089+uij52oh+vXrV9qxY8f2b731luezzz6bfbnX2ZSuuChGUa50bSJDKRdV2JmM2BYbz03wdOxMEbZny6kyCXJN1dgZbAkNDW3l0iqK0pDKykoxfPjw8H379jl8/fXXSfHx8eUXy2MymWRMTEzZqVOnbBt7no8//tjdbDZz5513/q5pIjEx0Q5+7YRZq0OHDpVOTk7mw4cPX3FzzaugQVEuUXBYGwAsJhsMZZ6k5moLtKadPIwhLwwvkw2pulzaRsWg1+tbs6iKojTAbDYzduzY0C1btjgvXLjw+KBBg0ovnkubiGn//v0OwcHBlY0916JFizyioqLKe/fu/bugpHYUx+bNm38zYdS+fftsi4uL9QEBAb+r+WhtqnlCUS6Rt7c3BvSU2+qRVV7knE6CgO7kpGzGviwEg48HNSKbjvFdWruoiqI04JZbbglesWKF24MPPpjp6OhoWbNmzbmbdkhISFV4eHj15MmT27i5udV079691MvLqyY5Odn2gw8+8M7JyTHOmTMnue7xDAZD13HjxuUuXrz4N2OwN23aZJ+UlGT3/PPPN7i63bBhw4qjo6PLn3/++cD8/Hx97eROb7zxhp+jo6P57rvvPts838Afp4IGRblEOp0OHycP8grLcMGD7NO7oUd3srN+wcMmlrN2ZhwMpnPTTiuKcmVZv369C8Ds2bP9Zs+e7Vd336OPPpo5c+bMjPj4+JLPPvvM6/PPP/cqLy/XeXt7V3Xu3Ll0zpw5KfWbMsxmM2azWdQ/z5w5czz0er288847G7z5GwwG1q9ff/TZZ5/1mzdvnteMGTNsXF1da7p27Vry2muvpUdGRlY15XU3BRU0KMof0CYkhC37tuNrcicraxcV1WZMZ1JxcurJEV0e3aLj0OlU65+iXInS09P3XyzNI488cvaRRx5p1JO+lHJXQ9vnzp2bNnfu3At2GPX19TV/9NFHp4EGayOuNOqvmqL8ASGxEUgB0tlEzekk9idnYszzR+dsh0VIOvZUTROKovz1qKBBUf6AoJAgkFBjK7DNtWXv9h8xlYWQZ2fBSW9HQGBAaxdRURSlyamgQVH+ADs7O1wNDhTbSnSlfpQcm4+9cxCZugLaRccixO+aNxVFUf70VNCgKH9QeEgYZ3SFuBpDqMkxIF1tkQK69Itv7aIpiqI0CxU0KMof1LF3N6SQmN0c8Tvbhyz7KtwMjvj4+bR20RRFUZpFiwcNQoggIcRXQohCIUSREOJrIUSjxqYJIUxCiBlCiEwhRLkQYosQon8D6XRCiKeFEClCiAohxF4hxPjzHHOqEOKIEKJSCHFUCHHvedJdJ4TYbT3eKSHEM0IINXPP31hQaBAmjBQ76LDz9yJfV0rvfn1bu1iKYrFYLKp9TPlDrL87lvPtb9GgQQhhD6wFYoBbgZuBSGCdEMLhQnmt5gBTgeeAkUAmsFII0bleupeBF4C3gWuBrcASIcTweuWZCnwALAWGAUuAd4UQ99VLN9SaZof1eG8BzwCvNaLMyl+UTqejT6/eZBoKOOxSjL3Oli59urV2sZS/OSHEmfLy8itu+mHlz6G8vNwkhDhzvv1CypZbeVMI8TAwE4iWUh63bgsFkoAnpZQzL5C3E7AHuENKOde6zQAcBI5KKUdbt3kDacB0KeXzdfKvAbyklB3r5M0AVkgpb62T7hNgNOAnpay2btsNFEkpr6qT7jm0wCFYSnneLxigW7ducufOnY34hpQ/G4vFwoL351JQXMTEm2/Az9/v4pkU5TIIIXZJKc8bnSYmJg61tbV9OyQkpMrOzq5Cp9NdccsrK1cei8UiysvLTSkpKTaVlZX/iIuLW9lQupYOGtYAJilln3rbNwDUvSk3kPdZ4FnAVUpZVmf7i8A0wFlKWSmEuBmYB0RJKZPqpLsd+AQIk1ImCyH6AQnAECnlqjrpBqDVhgyUUq4TQgQBqcDdUsqP6qQLBU5SJ4g5HxU0/LVJKdVoCaXFXCxoAC1wMBgMz0spfVF915TGsQghztTU1Lx4voABWn5GyHbAsga2HwQmNiJvct2AoU5eGyDC+u92QCVwvIF0ALFAsjUdwIELpFt3vnTWwKPMmk75G1MBg3Klsf7RP+8ffkX5o1o6AnUH8hvYnge4XUbe2v217wXy91UoDaWjgWM2Nl3tNvcGtiOEuFsIsVMIsTMnJ6ehJIqiKIryp9Ia1VYNtYc05lFNNDLvpaQ7X3kam+685ZZSfiil7Cal7Obl5XWRUyiKoijKla+lg4bzPZm70fCTfF15F8hbu7/23U38vs64oXQ0cEz3RqYDcK2zX1EURVH+0lo6aKjtc1BfLHCoEXlDrcM26+et4tc+DAcBWyC8gXTUOU9t34X65WlUOiFECGDfiHIriqIoyl9CSwcN3wE9hRBhtRusN98+1n0Xy2ukTodJ67DJScDPUspK6+af0IKIm+rlnwIckFImWz9vAXLPky4P2AwgpUwF9p4nXTWw4iLlVhRFUZS/hJYePfER8A9gmRDiGbR+Ai+jzavwQW0iIUQb4ATwkpTyJQAp5R4hxCJglhDCiDYC4j4glDo3dCllthDiTeBpIUQxkIgWWAwExtRJV20dxvmuECIdWG1NcwfwoJSyqk65/wX8IIT4AFgIdEGbo+Gti83RoCiKoih/FS0aNEgpS4UQA4E3gfloHQnXAI9IKUvqJBWAnt/XhNwOvAq8gtafYC8wTEqZWC/dv4ES4GHAFzgKXC+l/L5eed4XQkjgn8ATaPMx/ENK+W69dMuFEBOA54HbgCy02SBfvcSvQFEURVH+tFp0cqe/KzW5k6IoTaUxkzspSnNRQUMLEELkAKfqbfZE61Pxd/R3vfa/63WDuvamvPY2Uko1jltpFSpoaCVCiJ1/16eFv+u1/12vG9S1/12vXfnrUXOSK4qiKIrSKCpoUBRFURSlUVTQ0Ho+bO0CtKK/67X/Xa8b1LUryl+C6tOgKIqiKEqjqJoGRVEURVEaRQUNiqIoiqI0igoaWpAQIlAIMVsIsUUIUSaEkNa1N/7ShBAThBBLhRCnhBDlQoijQoj/CCGcWrtszU0IMVQIsVYIcUYIUSmEOC2EWCyEiL147r8WIcRP1t/5V1q7LM1JCHG19Trrvwpau2yKcrlaeu2Jv7sI4HpgF7ARGNK6xWkxj6NN0f0v4DTa2h0vAAOEEL2llJZWLFtzc0f7eb8L5ADBwDRgqxCig5Sy/qRff0lCiBuBTq1djhb2ELCjzuea1iqIojQVFTS0rAQppQ+AEOIu/j5BwygpZU6dzxuEEHnAZ8DVwNpWKVULkFIuRFvk7BwhxHbgCDAB+G9rlKslCSFc0dabeRT4onVL06IOSym3tnYhFKUpqeaJFvQXf6I+r3oBQ63aJ7CAlizLFeKs9b26VUvRcl4HDloDKEVR/sRU0KC0lqus74dbtRQtRAihF0LYCCEi0ZaBPwN82crFanZCiL7ALcD9rV2WVvC5EMIshDgrhPhCCBHc2gVSlMulmieUFieECABeAlZLKf8uy39uA7pa/30cGCilzG7F8jQ7IYQRLUB6Q0p5tLXL04IK0ZqdNgBFaH14/gVsEUJ0+av/3JW/NhU0KC1KCOEILEPrFHZ7KxenJd0MOANhaB1DVwkh+kopU1q1VM3rKcAOeLW1C9KSpJS7gd11Nm0QQiQA29E6Rz7TKgVTlCagggalxQghTMB3aDfOq6SUp1u5SC1GSlnbDLNNCLECSEEbRXFvqxWqGVmr4v8N3AXYCiFs6+y2tXaOLJZSmlujfC1NSpkohDgGdG/tsijK5VB9GpQWYa2qXgrEA8OllPtbuUitRkpZgNZEEdHKRWlOYYAJWADk13mBVtOSD3RonaK1GgGoefuVPzVV06A0OyGEDvgcGASM+LsPQxNC+AAxaN/JX9UeYEAD29ehBRJz0AKnvwUhRDcgCljc2mVRlMuhgoYWJoSYYP1nbae4a4UQOUCOlHJDKxWrub0DTERr2y4VQvSss+/0X7mZQgjxDZAI7EPrFBeFNl9BDX/hORqstSnr628XQgCcklL+bt9fhRDicyAZ7edegNYR8mkgHZjdeiVTlMunVrlsYUKI833hG6SUV7dkWVqKECIFaHOe3S9KKV9oudK0LCHEU2izgIYDNkAa2s30P3/xTpANsv7+vyql/Mt2BhRCPA3ciPY7b482vHYF8LyUMrM1y6Yol0sFDYqiKIqiNIrqCKkoiqIoSqOooEFRFEVRlEZRQYOiKIqiKI2iggZFURRFURpFBQ2KoiiKojSKChoURVEURWkUFTQoTUIIcaMQQgoh+tfb7mPdntVAnges+9q3XEnPnfs267lDWvrcDZTlOiHEYw1sv9paxsGNPE6AEKLUOvtgU5QrxHr+25rieE1NCPGoEGKfdcZRRVFagPrPpjSV2tks+9fb3h8oA7yFEDEN7DsLHGzmsl3prgN+FzT8AS8D65pwufFMoBfwYxMdr6m9D3gDt7Z2QRTl70IFDUqTkFJmACdpOGhYC5xoYF8/YKNUM4xdNut6FlOA95rqmFLKSinlVillzuUcR2hsmqpctaSU5cA8tAWwFEVpASpoUJrSBqCXEKLumib9gY3AJuoEDUKISMAPSBBCdBdCfCWEOC2EKBdCHBVCvCaEsKuT/l0hRFa9YyOEsBVC5AshZtXZ5imEeE8IkS6EqBRCHBFC3N2YCxBCTBVC7BVCVAghcoUQc4QQ7vXSSCHEK0KIh4QQyUKIYiHEBiFEu3rp9NZ0mUKIMiHEWiFEjDX/C9Y0n6I9KQdYt0vrtNt12Qsh3raWJ0cIscC6tHRdtwHFwMp6ZVgvhNgkhBgmhNhj/X53CyF6CCEM1u85UwiRJ4T4VAjhUCdvg80TQoirhBCrhBCF1uaQvUKIO+vsT7GW8Q4hxBGgChhh3TdMCLHFWo5CIcS3Qojo85R5sBAi0frdHRBCXNfAj+xLIFYI0buBfYqiNDEVNChNKQFwBOIArDe29mhBw0Z+W9PQv06eYLRVEe8FhgFvAXcAc+ukn4dWFT2k3jlHAq7AfOs5nYHNaDepF6zv3wPvCSEevFDhhRDTgXeB1cBo4AlreVYIIfT1kk+xHvth4HbrNSyrF9S8CPzLWvYxaDf07+od52VgOZCD1hTQCxhbL81baEsqTwZeAsZbt9U1DNgipaxp4NIigBnAdLSFw2yt5XgPLXC7zXrcm4DnG8h/jhBiDLAGbR2Ne6zX9Qm/X1tkAFqTy4vWsu0TQgxDa+ooASYB96H9fmwSQgTUyx9uvcaZwDi0ppKvhBD1lxPfg7YQ2LALlVtRlCYipVQv9WqSFxCGdnN73Pp5FFp/Bhu01R0lEGLd9xlQCOjrHUOgrb46BbAAHnX2HQMW1kv/LXCozudngQogsl66j4BcwGD9fFu98oQAZuC5evn6WNNdV2ebBJIAY51tE6zbe1s/u6HdHN+td7zHrOleqLPtU7TVPut/n1db035Wb/vb1musXTtGWL/nVxs4xnqgGgirs2209bir66X9Gkiu8znEmu62OudJAXYCugv8HqRYy+Nbb/tO6/dmqLMt1Fq+mQ2UObLONm/rz+dfDZxvI/Bza//+q5d6/R1eqqZBaTJSypPAaX6tRegPbJNSVkkpjwHZ9fZtllKahRDOQoj/E0KcACrRbhjz0W5SkXVOsQAYI4RwArA2G1yL9iRfaxiwDUi2Vr8brE//KwEPIPY8xb8Grebt83r5tqE9ydbvj7FKSlld5/N+63uw9b0D4AAsqZfvq/Oc/0Lqd0Tcj1Zb4GP97ArYodVWNOSY9WdT64j1fWW9dEeAQCG09asbEI1Wo/CxlNJykTJvlVKeqf1gbfaIAxbJOrUhUspktJqhq+rlT5JSJtVJl432+xPM7+UA/hcpj6IoTUAFDUpTSwD6Wm88tf0Zam0C+gshAtGeYhOs2+eiNU38D+3m3R14wLrPVCf/fOvnCdbPNwBG4PM6abyt562u96q9eXucp9ze1vfjDeR1biBfXr3PlfXK62d9z66X7ndDTxvhYucy1dteX369z1UX2G4A6jfF1Kr9Dk6fZ39d9ZeAdkMLAhtaGvoM4F5vW/1rBu36TA1sL0cLmhRFaWaGiydRlEuSgNb23hPtyfKZOvs2Avfz61PlBiGECa1d/AUp5bl2eiFEh/oHllImCyE2ozVdzLW+r5dSptVJdhbtRv3wecp39Dzbz1rfh/D7m2nd/Y1Ve3P05rdDSn0aSHu5asvm1gzHrivX+l6//0FD6o+Iybdu820grS+X/v3W5c6vZVMUpRmpmgalqdXO1zAN7clyS519m9CaG65Ha/PeiVbNrkd7oq/rtvMcfz5wtRDiarROg/Pq7f8JiAFSpZQ7G3gVn+e4q9D6UASfJ1/yBa/69/YDpWgdD+uq/xm0J+g//KQspawCktH6lDSnY2j9Fe66QBNGg6SUpcAuYGLdTqVCiDZAb379vfkjQjl/MKgoShNSNQ1Kk5JSHhFCZKN1gtwlpSyps3s3WufAUWiTEFUDhUKIrcA/hRCZaE+Md3D+p9nFaM0YC9CqpZfW2/8mWs/8jUKIN9FuJg5ogUQ/KeWY85T7hBDi/4C3rUMAN6B1NgxCazL5WEq57hK+h9phoP8SQhSjjciIA2qHJtbtE3AIcBdC3IcWSFVIKfdzaRKA+EvMc0mklFII8Qhah8m1Qoj30foTtAW8pZQXHHmB1kn1R+AHIcS7aCNtXkTrEPvfP1Im6widKOCNP5JfUZRLo2oalOaQgFbLULc/A1JKM1rNg+DX/gwAN6I9hb6DNpLgDOdpXpBSFqANoQwAvq1fcyClLER7cl0OPIXW2e8TtCaQC970pZT/Au5G6xOxGFhmPUY+Wq//S/U88B+0eRi+Q+u0eZt1X2GddB+jzTfwGrDden2XahHQXjTztNhSymVoQRTAHLTruhutBuJieX9CG6bqivb9vg8cBvpKbXKwP2IEWl+Mb/5gfkVRLkHtkC1FUVqAEGIi2g2zv5Ry48XSX8JxdWiBzVwp5StNddwrnRBiBZArpby5tcuiKH8HKmhQlGYihOiB9iS8Da2poytaX4+jaPM5NOl/PiHETWiTIYVKKcua8thXIiFEZ2Ar0F5KebyVi6MofwuqT4OiNJ8StKaOB9CGbWaj1TI83dQBg9UXaM02IWj9JP7qfIHbVcCgKC1H1TQoiqIoitIoqiOkoiiKoiiNooIGRVEURVEaRQUNiqIoiqI0igoaFEVRFEVpFBU0KIqiKIrSKP8P9YcyhatHRu0AAAAASUVORK5CYII=\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Number of the spectra: 621\n", "Size distribution parameters:\n", "Maximum diameter = 8600\n", "Power index = -3.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:621 is 64.7 seconds\n", "\n", "Number of the spectra: 622\n", "Size distribution parameters:\n", "Maximum diameter = 8800\n", "Power index = -3.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:622 is 66.3 seconds\n", "\n", "Number of the spectra: 623\n", "Size distribution parameters:\n", "Maximum diameter = 9000\n", "Power index = -3.3\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:623 is 68.4 seconds\n", "\n", "Number of the spectra: 624\n", "Size distribution parameters:\n", "Maximum diameter = 4000\n", "Power index = -3.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:624 is 26.5 seconds\n", "\n", "Number of the spectra: 625\n", "Size distribution parameters:\n", "Maximum diameter = 4200\n", "Power index = -3.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:625 is 28.0 seconds\n", "\n", "Number of the spectra: 626\n", "Size distribution parameters:\n", "Maximum diameter = 4400\n", "Power index = -3.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:626 is 29.6 seconds\n", "\n", "Number of the spectra: 627\n", "Size distribution parameters:\n", "Maximum diameter = 4600\n", "Power index = -3.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:627 is 31.1 seconds\n", "\n", "Number of the spectra: 628\n", "Size distribution parameters:\n", "Maximum diameter = 4800\n", "Power index = -3.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:628 is 32.5 seconds\n", "\n", "Number of the spectra: 629\n", "Size distribution parameters:\n", "Maximum diameter = 5000\n", "Power index = -3.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:629 is 34.1 seconds\n", "\n", "Number of the spectra: 630\n", "Size distribution parameters:\n", "Maximum diameter = 5200\n", "Power index = -3.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:630 is 35.8 seconds\n", "\n", "Number of the spectra: 631\n", "Size distribution parameters:\n", "Maximum diameter = 5400\n", "Power index = -3.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:631 is 37.6 seconds\n", "\n", "Number of the spectra: 632\n", "Size distribution parameters:\n", "Maximum diameter = 5600\n", "Power index = -3.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:632 is 39.0 seconds\n", "\n", "Number of the spectra: 633\n", "Size distribution parameters:\n", "Maximum diameter = 5800\n", "Power index = -3.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:633 is 40.5 seconds\n", "\n", "Number of the spectra: 634\n", "Size distribution parameters:\n", "Maximum diameter = 6000\n", "Power index = -3.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:634 is 42.2 seconds\n", "\n", "Number of the spectra: 635\n", "Size distribution parameters:\n", "Maximum diameter = 6200\n", "Power index = -3.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:635 is 43.6 seconds\n", "\n", "Number of the spectra: 636\n", "Size distribution parameters:\n", "Maximum diameter = 6400\n", "Power index = -3.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:636 is 45.6 seconds\n", "\n", "Number of the spectra: 637\n", "Size distribution parameters:\n", "Maximum diameter = 6600\n", "Power index = -3.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:637 is 46.8 seconds\n", "\n", "Number of the spectra: 638\n", "Size distribution parameters:\n", "Maximum diameter = 6800\n", "Power index = -3.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:638 is 48.7 seconds\n", "\n", "Number of the spectra: 639\n", "Size distribution parameters:\n", "Maximum diameter = 7000\n", "Power index = -3.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:639 is 50.4 seconds\n", "\n", "Number of the spectra: 640\n", "Size distribution parameters:\n", "Maximum diameter = 7200\n", "Power index = -3.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:640 is 52.2 seconds\n", "\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Number of the spectra: 641\n", "Size distribution parameters:\n", "Maximum diameter = 7400\n", "Power index = -3.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:641 is 53.8 seconds\n", "\n", "Number of the spectra: 642\n", "Size distribution parameters:\n", "Maximum diameter = 7600\n", "Power index = -3.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:642 is 56.8 seconds\n", "\n", "Number of the spectra: 643\n", "Size distribution parameters:\n", "Maximum diameter = 7800\n", "Power index = -3.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:643 is 57.3 seconds\n", "\n", "Number of the spectra: 644\n", "Size distribution parameters:\n", "Maximum diameter = 8000\n", "Power index = -3.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:644 is 59.3 seconds\n", "\n", "Number of the spectra: 645\n", "Size distribution parameters:\n", "Maximum diameter = 8200\n", "Power index = -3.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:645 is 61.0 seconds\n", "\n", "Number of the spectra: 646\n", "Size distribution parameters:\n", "Maximum diameter = 8400\n", "Power index = -3.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:646 is 62.8 seconds\n", "\n", "Number of the spectra: 647\n", "Size distribution parameters:\n", "Maximum diameter = 8600\n", "Power index = -3.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:647 is 64.6 seconds\n", "\n", "Number of the spectra: 648\n", "Size distribution parameters:\n", "Maximum diameter = 8800\n", "Power index = -3.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:648 is 66.3 seconds\n", "\n", "Number of the spectra: 649\n", "Size distribution parameters:\n", "Maximum diameter = 9000\n", "Power index = -3.4\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:649 is 68.5 seconds\n", "\n", "Number of the spectra: 650\n", "Size distribution parameters:\n", "Maximum diameter = 4000\n", "Power index = -3.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:650 is 26.3 seconds\n", "\n", "Number of the spectra: 651\n", "Size distribution parameters:\n", "Maximum diameter = 4200\n", "Power index = -3.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:651 is 27.8 seconds\n", "\n", "Number of the spectra: 652\n", "Size distribution parameters:\n", "Maximum diameter = 4400\n", "Power index = -3.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:652 is 29.7 seconds\n", "\n", "Number of the spectra: 653\n", "Size distribution parameters:\n", "Maximum diameter = 4600\n", "Power index = -3.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:653 is 31.2 seconds\n", "\n", "Number of the spectra: 654\n", "Size distribution parameters:\n", "Maximum diameter = 4800\n", "Power index = -3.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:654 is 32.5 seconds\n", "\n", "Number of the spectra: 655\n", "Size distribution parameters:\n", "Maximum diameter = 5000\n", "Power index = -3.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:655 is 34.2 seconds\n", "\n", "Number of the spectra: 656\n", "Size distribution parameters:\n", "Maximum diameter = 5200\n", "Power index = -3.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:656 is 36.3 seconds\n", "\n", "Number of the spectra: 657\n", "Size distribution parameters:\n", "Maximum diameter = 5400\n", "Power index = -3.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:657 is 37.1 seconds\n", "\n", "Number of the spectra: 658\n", "Size distribution parameters:\n", "Maximum diameter = 5600\n", "Power index = -3.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:658 is 38.9 seconds\n", "\n", "Number of the spectra: 659\n", "Size distribution parameters:\n", "Maximum diameter = 5800\n", "Power index = -3.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:659 is 40.4 seconds\n", "\n", "Number of the spectra: 660\n", "Size distribution parameters:\n", "Maximum diameter = 6000\n", "Power index = -3.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:660 is 42.5 seconds\n", "\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Number of the spectra: 661\n", "Size distribution parameters:\n", "Maximum diameter = 6200\n", "Power index = -3.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:661 is 43.6 seconds\n", "\n", "Number of the spectra: 662\n", "Size distribution parameters:\n", "Maximum diameter = 6400\n", "Power index = -3.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:662 is 45.4 seconds\n", "\n", "Number of the spectra: 663\n", "Size distribution parameters:\n", "Maximum diameter = 6600\n", "Power index = -3.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:663 is 46.9 seconds\n", "\n", "Number of the spectra: 664\n", "Size distribution parameters:\n", "Maximum diameter = 6800\n", "Power index = -3.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:664 is 48.5 seconds\n", "\n", "Number of the spectra: 665\n", "Size distribution parameters:\n", "Maximum diameter = 7000\n", "Power index = -3.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:665 is 50.3 seconds\n", "\n", "Number of the spectra: 666\n", "Size distribution parameters:\n", "Maximum diameter = 7200\n", "Power index = -3.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:666 is 51.9 seconds\n", "\n", "Number of the spectra: 667\n", "Size distribution parameters:\n", "Maximum diameter = 7400\n", "Power index = -3.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:667 is 53.7 seconds\n", "\n", "Number of the spectra: 668\n", "Size distribution parameters:\n", "Maximum diameter = 7600\n", "Power index = -3.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:668 is 55.5 seconds\n", "\n", "Number of the spectra: 669\n", "Size distribution parameters:\n", "Maximum diameter = 7800\n", "Power index = -3.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:669 is 57.3 seconds\n", "\n", "Number of the spectra: 670\n", "Size distribution parameters:\n", "Maximum diameter = 8000\n", "Power index = -3.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:670 is 59.0 seconds\n", "\n", "Number of the spectra: 671\n", "Size distribution parameters:\n", "Maximum diameter = 8200\n", "Power index = -3.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:671 is 60.8 seconds\n", "\n", "Number of the spectra: 672\n", "Size distribution parameters:\n", "Maximum diameter = 8400\n", "Power index = -3.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:672 is 62.4 seconds\n", "\n", "Number of the spectra: 673\n", "Size distribution parameters:\n", "Maximum diameter = 8600\n", "Power index = -3.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:673 is 64.3 seconds\n", "\n", "Number of the spectra: 674\n", "Size distribution parameters:\n", "Maximum diameter = 8800\n", "Power index = -3.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:674 is 66.0 seconds\n", "\n", "Number of the spectra: 675\n", "Size distribution parameters:\n", "Maximum diameter = 9000\n", "Power index = -3.5\n", "Shape of mie scattering spectra: (240, 32)\n", "Shape of mie scattering spectra after transpose: (32, 240)\n", "Time lapsed for spectra number:675 is 67.9 seconds\n", "\n", "Time lapsed for all spectra (hours): 8.8\n" ] } ], "source": [ "#Calculating model spectra for 546 variations of the 3 paramater defined above\n", "su_dp = []\n", "begin = time.time()\n", "#Loop for combinations of 676 size parameters\n", "for k in range(len(num_particles)):\n", " su = []\n", " print(\"Number of the spectra:\", k)\n", " print(f\"Size distribution parameters:\\nMaximum diameter = { round(diameters[k][-1], 1) }\\nPower index = { round(powers[k], 1) }\")\n", " #sc=len(dpf[k])-1\n", " start = time.time()\n", " #Loop for mie wavelengths\n", " for i in range(len(mie_wave_rel_nm)):\n", " wave_begin = time.time()\n", " m = complex(ref_real_rel[i], ref_imag_rel[i])\n", " theta1, SL, SR, SU = ps.SF_SD(m, mie_wave_rel_nm[i], diameters[k], num_particles[k],\n", " minAngle = (18), maxAngle = (24.4),\n", " angularResolution = 0.2, space = 'theta')\n", " SU2 = (np.asarray(SU) * mie_wave_rel_nm[i]**2) / (4 * math.pi**2) #length of 32\n", " #print(len(SU2))\n", " wave_end = time.time()\n", " #if i%10 == 0:\n", " #print(f\"Time lapsed for wavelength = {round(mie_wave_rel[i], 3)} micron is {round((wave_end - wave_begin), 1)} seconds\")\n", " su.append(SU2)\n", " #su will have length of 240 for the 240 wavelengths\n", " end = time.time()\n", " print(\"Shape of mie scattering spectra:\", np.array(su).shape)\n", " su_t = np.array(su).T\n", " print(\"Shape of mie scattering spectra after transpose:\", su_t.shape)\n", " print(f\"Time lapsed for spectra number:{k} is {round((end - start), 1)} seconds\\n\")\n", " \n", " if k%20 == 0:\n", " fig = plt.figure(1)\n", " ax = plt.gca()\n", " for j in range(0, len(su_t), 4):\n", " plt.plot(mie_wave_rel, su_t[j], label='%0.2f' % (theta1[j]*180/math.pi))\n", " fig.set_size_inches(w=6,h=4)\n", " plt.tight_layout()\n", " plt.xlabel(\"Wavelength(micron)\")\n", " plt.ylabel(\"I/F\")\n", " box = ax.get_position()\n", " ax.set_position([box.x0, box.y0, box.width * 0.8, box.height])\n", " ax.legend(loc='center left', bbox_to_anchor=(1, 0.5), title = 'Scattering angle')\n", " plt.show()\n", " \n", " su_dp.append(np.array(su).T)\n", " \n", "print(\"Time lapsed for all spectra (hours):\", round((end - begin)/3600, 1))" ] }, { "cell_type": "markdown", "id": "5051865a", "metadata": {}, "source": [ "- Save mie spectra and mie scattering angle to text files." ] }, { "cell_type": "code", "execution_count": 29, "id": "f89a46ec", "metadata": {}, "outputs": [], "source": [ "su_dp = np.array(su_dp).reshape(len(su_dp), -1)\n", "np.savetxt('mie_spectra_100.txt', su_dp)" ] }, { "cell_type": "code", "execution_count": 8, "id": "e277f467", "metadata": {}, "outputs": [], "source": [ "#np.savetxt('mie_scatt_angle.txt', np.array(theta1)*180/math.pi)" ] }, { "cell_type": "markdown", "id": "683b12f7", "metadata": {}, "source": [ "## List of files created in this notebook\n", "- File wavelength_index.txt stores the index at which the wavelength for which refractive indices (used to generate mie spectra) are defined coincides with the wavelength corresponding to plume observations.\n", "- File mie_wavelength.txt contains the wavelength for mie spectra\n", "- File plume_wavelength.txt contains the wavelength for plume spectra\n", "- File max_radius.txt saves the maximum radius for each of the 676 combinations of size parameters\n", "- File power_index.txt saves the power law index for each of the 676 combinations of size parameters\n", "- Folder Enceladus Plume_279 \n", " - File binned_orbital_phase_279.txt that stores binned orbital phase values for orbit no. 279 \n", " - File binned_scattering_angle_279.txt that stores binned scattering angle values for orbit no. 279 \n", "- Folder Enceladus Plume_286 \n", " - File binned_orbital_phase_286.txt that stores binned orbital phase values for orbit no. 286\n", " - File binned_scattering_angle_286.txt that stores binned scattering angle values for orbit no. 286\n", "- Folder Enceladus Plume_290 \n", " - File binned_orbital_phase_290.txt that stores binned orbital phase values for orbit no. 290\n", " - File binned_scattering_angle_290.txt that stores binned scattering angle values for orbit no. 290\n", "- File mie_spectra.txt stores the spectra generated using mie scattering theory. The spectra saved has the following shape: \n", " - 676 combination of size parameters\n", " - 7680 = 32 * 240 where there are 32 scattering angles and 240 wavelengths. This order is maintained when the date is saved in txt format. Remember that when reading the file.\n", "- File mie_scatt_angle.txt save the 32 scattering angles for which mie spectra is generated." ] }, { "cell_type": "code", "execution_count": null, "id": "9748ecdd", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.12" } }, "nbformat": 4, "nbformat_minor": 5 }