Lugovtsov/5.2.9-determination-of-atmospheric-composition/plots.ipynb

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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "c14446e5-2129-4747-85de-4784341bfc13",
"metadata": {},
"outputs": [],
"source": [
"# %load /home/glebi/git/experiment-automation/processing_tools.py\n",
"import numpy as np\n",
"from scipy.optimize import curve_fit\n",
"import pandas as pd\n",
"\n",
"import matplotlib.pyplot as plt\n",
"import matplotlib\n",
"import scienceplots\n",
"\n",
"plt.style.use(['science', 'russian-font'])\n",
"\n",
"matplotlib.rcParams.update({\n",
" 'figure.figsize': [10, 4],\n",
" 'savefig.facecolor': 'white',\n",
" 'figure.dpi': 150.0,\n",
" 'font.size': 12.0,\n",
"})\n"
]
},
{
"cell_type": "code",
"execution_count": 117,
"id": "b6e60ac4-5589-4b8f-ab38-42169e7fd345",
"metadata": {},
"outputs": [],
"source": [
"import matplotlib.colors as mcolors\n",
"from scipy.signal import find_peaks"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "3de58523-c5e9-427a-8f44-0c2e825fe184",
"metadata": {},
"outputs": [],
"source": [
"df = pd.read_csv(\"data_4.csv\", sep=\"\\t\")\n",
"wl = df[\"ангстремы\"]\n",
"cols = df.columns[1:]\n",
"colors = [\"red\", \"green\", \"green\", \"blue\"]"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "0f5054ea-587f-44f7-9f1c-0a13140d0c5f",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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"text/plain": [
"<Figure size 1500x600 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"for i, col in enumerate(cols):\n",
" plt.plot(wl, df[col], color = colors[i], label=col)\n",
" \n",
"plt.legend() \n",
"\n",
"plt.savefig(\"rggb.png\")\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 167,
"id": "4d9b0b6e-fc51-4a28-956b-cae2a494dd81",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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"text/plain": [
"<Figure size 1500x600 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"sum_int = df[cols].sum(axis=1)\n",
"\n",
"from_idx = 800\n",
"to_idx = -100\n",
"\n",
"y = np.array(sum_int[from_idx:to_idx])\n",
"x = np.array(wl[from_idx:to_idx])\n",
"\n",
"peaks, prop = find_peaks(-y, prominence=5, distance=10)\n",
"plt.plot(x[peaks], y[peaks], \"x\", color=\"C2\")\n",
"plt.plot(x, y, lw=.5)\n",
"\n",
"plt.savefig(\"sum.png\")\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 168,
"id": "e604a87a-9543-431b-bec7-c23737c32be5",
"metadata": {
"jupyter": {
"source_hidden": true
},
"tags": []
},
"outputs": [],
"source": [
"def wavelength_to_rgb(wavelength, gamma=0.8):\n",
" ''' taken from http://www.noah.org/wiki/Wavelength_to_RGB_in_Python\n",
" This converts a given wavelength of light to an \n",
" approximate RGB color value. The wavelength must be given\n",
" in nanometers in the range from 380 nm through 750 nm\n",
" (789 THz through 400 THz).\n",
"\n",
" Based on code by Dan Bruton\n",
" http://www.physics.sfasu.edu/astro/color/spectra.html\n",
" Additionally alpha value set to 0.5 outside range\n",
" '''\n",
" wavelength = float(wavelength)\n",
" if wavelength >= 380 and wavelength <= 750:\n",
" A = 1.\n",
" else:\n",
" A=0.5\n",
" if wavelength < 380:\n",
" wavelength = 380.\n",
" if wavelength >750:\n",
" wavelength = 750.\n",
" if wavelength >= 380 and wavelength <= 440:\n",
" attenuation = 0.3 + 0.7 * (wavelength - 380) / (440 - 380)\n",
" R = ((-(wavelength - 440) / (440 - 380)) * attenuation) ** gamma\n",
" G = 0.0\n",
" B = (1.0 * attenuation) ** gamma\n",
" elif wavelength >= 440 and wavelength <= 490:\n",
" R = 0.0\n",
" G = ((wavelength - 440) / (490 - 440)) ** gamma\n",
" B = 1.0\n",
" elif wavelength >= 490 and wavelength <= 510:\n",
" R = 0.0\n",
" G = 1.0\n",
" B = (-(wavelength - 510) / (510 - 490)) ** gamma\n",
" elif wavelength >= 510 and wavelength <= 580:\n",
" R = ((wavelength - 510) / (580 - 510)) ** gamma\n",
" G = 1.0\n",
" B = 0.0\n",
" elif wavelength >= 580 and wavelength <= 645:\n",
" R = 1.0\n",
" G = (-(wavelength - 645) / (645 - 580)) ** gamma\n",
" B = 0.0\n",
" elif wavelength >= 645 and wavelength <= 750:\n",
" attenuation = 0.3 + 0.7 * (750 - wavelength) / (750 - 645)\n",
" R = (1.0 * attenuation) ** gamma\n",
" G = 0.0\n",
" B = 0.0\n",
" else:\n",
" R = 0.0\n",
" G = 0.0\n",
" B = 0.0\n",
" return (R,G,B,A)"
]
},
{
"cell_type": "code",
"execution_count": 177,
"id": "267ef041-f675-4e84-b431-0a4f2d5e6430",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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7arVaFAqF/t8/+uijKJVKM2+0t66e4+PjePr0aZTL5ZnXBQAAAACjTBV+tVqt2NjYiEajEcViMSIikiSJx48fR61Wmym0ajabsb+/H/V6/cL0ra2teP369YVQDAAAAACuY6rLHjc2NmJra6sffEVEFAqFqNVq8ezZs0iSZOoNViqVgeArIqJer8fBwUG02+2p1wUAAAAA40wMv5rNZrTb7VhbWxuYVy6XI0mS2Nvbm2pjrVZr7Py1tbVoNptTrQsAAAAAJpkYfjUajYiIC6O+zisUCvHixYupN9hqtUaGYO12e+R2AAAAAGBWU438ioj+je4vKxaLE0d09ZRKpSgUCvH48eOB0WKtViuOj4+HjjADAAAAgKuYGH612+2RwddV9G5ov7W1Fevr65EkSTSbzahUKvHq1au5bQcAAAAAJj7tMUmSqcKvaZfb3NyM1dXVePbsWTSbzXjw4EGUSqU4PDycpt4LOp3OwLRMJhPZbHbmdQEAAACw2E5PT+Ps7OzCtGH50HlTPe1xGsfHx1MvWyqVYm1trX+JY6vV6o8Cm0U+n4+VlZULX9VqdaZ1AAAAALAcqtXqQBaUz+fHvmbiyK95XvIYEXFwcBD1er1/I/2Dg4P+KLCvfOUr8cknn0y9zZOTk8jlchemZTJzy/MAAAAAWCA7Ozvx/PnzC9M6nc7YAGxiUrS6ujrVxqdZrtVqRaVS6QdfERHlcjk++eSTWFtbiyRJ4tmzZ1NtLyIil8sNfLnkEQAAACCdstns0DxonInhV6FQGHs5Ym/eNKO1KpVKVCqVodtoNBpRLpfj4OBg4noAAAAAYBoTw68nT55ERIwMwNrtdpRKpak29ubNm/76huk9CXLWe38BAAAAwDATw6+tra2IeBdyXdYLqZ4+fTrVxorF4tD19KyurkahUJj7fcYAAAAAuJsmhl+lUimKxWK8ePFiYN7Lly+jUCjE5ubmhelJkkSz2RxY/unTp1Gv10du6+XLlwPrAgAAAICrmurRiPv7+7G3t3dh1FaSJFGr1eLVq1cDI7U2NjZifX099vb2Lkzf3t6OiHejyS5f2ri3txeNRqN/6SMAAAAAXNf9aRYqlUpxeHgYlUolisViPHz4MF6/fh31en3o/b7W19dH3t+r0WjEwcFBbGxsRMTnN8p/+vRp7O/vX+NbAQAAAICLpgq/It7dr2vacGp7e7s/ymuYcrkc5XJ52k0DAAAAwJVMddkjAAAAACwj4RcAAAAAqSX8AgAAACC1hF8AAAAApJbwCwAAAIDUEn4BAAAAkFrCLwAAAABSS/gFAAAAQGoJvwAAAABILeEXAAAAAKkl/AIAAAAgtYRfAAAAAKTW/dsu4Do6nU5ERGQymchms7dcDQAAAAA35fT0NM7Ozvr50ChLPfIrn8/HyspKVKvV2y4FAAAAgBtUrVZjZWUl8vn82OWWeuTXyclJ5HK5yGSWOsMDAAAAYEY7Ozvx/Pnz6HQ6YwOwpQ6/crlc5HK52y4DAAAAgBuWzWanug2WIVMAAAAApJbwCwAAAIDUEn4BAAAAkFrCLwAAAABSS/gFAAAAQGoJvwAAAABILeEXAAAAAKkl/AIAAAAgtYRfAAAAAKSW8AsAAACA1BJ+AQAAAJBawi8AAAAAUkv4BQAAAEBqCb8AAAAASC3hFwAAAACpJfwCAAAAILWEXwAAAACklvALAAAAgNQSfgEAAACQWvdvu4Dr6HQ6ERGRyWQim83ecjUAAAAA3JTT09M4Ozvr50OjLPXIr3w+HysrK1GtVm+7FAAAAABuULVajZWVlcjn82OXW+qRXycnJ5HL5SKTWeoMDwAAAIAZ7ezsxPPnz6PT6YwNwJY6/MrlcpHL5W67DAAAAABuWDabneo2WIZMAQAAAJBawi8AAAAAUkv4BQAAAEBqCb8AAAAASC3hFwAAAACpJfwCAAAAILWEXwAAAACklvALAAAAgNQSfgEAAACQWsIvAAAAAFJL+AUAAABAagm/AAAAAEgt4RcAAAAAqSX8AgAAACC1hF8AAAAApJbwCwAAAIDUEn4BAAAAkFrCLwAAAABSS/gFAAAAQGrdv+0CrqPT6URERCaTiWw2e8vVAAAAAHBTTk9P4+zsrJ8PjbLUI7/y+XysrKxEtVq97VIAAAAAuEHVajVWVlYin8+PXW6pR36dnJxELpeLTGapMzwAAAAAZrSzsxPPnz+PTqczNgBb6vArl8tFLpe77TIAAAAAuGHZbHaq22AZMgUAAABAagm/AAAAAEgt4RcAAAAAqSX8AgAAACC1hF8AAAAApJbwCwAAAIDUEn4BAAAAkFrCLwAAAABSS/gFAAAAQGoJvwAAAABILeEXAAAAAKkl/AIAAAAgte5Pu2C73Y5arRaFQqH/948++ihKpdKVN16pVKLVavXXubW1FWtra1deHwAAAACcN1X41Wq1YmNjIxqNRhSLxYiISJIkHj9+HLVaLcrl8kwbbbfbsb6+HpVKJWq1Wn/6xsZGFIvF/jYAAAAA4DqmuuxxY2Mjtra2LoRShUIharVaPHv2LJIkmXqDvdCsUqnE5uZmf/rBwUH/CwAAAADmYWL41Ww2o91uD70csVwuR5Iksbe3N/UGv/3tb8fq6uqF4CviXZhWKBSudRklAAAAAJw3MfxqNBoRESMvRSwUCvHixYupNpYkSezu7g69THJtbS3evn3rnl8AAAAAzM1UI78ion9T+suKxWK0Wq2pNtYbIba+vj5leQAAAABwdRNveN9ut0cGX7M6P4rs4OAgXr9+HQ8fPoyjo6NYX1+f+cb5AAAAADDOxPArSZKpwq9plnvz5k1EvBtNViwWLzzp8dGjR9FoNKJer0/cVk+n0xmYlslkIpvNTr0OAAAAAJbD6elpnJ2dXZg2LB86b6qnPU7j+Ph44jK9p0IeHR0N3NurXq/H3t5e/zLLaeTz+VhZWbnwVa1WZ6obAAAAgOVQrVYHsqB8Pj/2NRPDr3ld8njesHt+9cKwSqUy9XpOTk7iBz/4wYWvnZ2dudUJAAAAwOLY2dkZyIJOTk7GvmbiZY+rq6tTjepaXV2duEyhUIgkScY+OXLam+dHRORyucjlclMvDwAAAMDyymazM9/uaqqRX73LFYfpzZtmhNio0GvUOgEAAADgOiaGX0+ePImI0YFUu92OUqk01cZ6lzZOCrc+xKWWAAAAANw9E8Ovra2tiHgXcl3WC7GePn061cZ6yw1bV2990wZpAAAAADDJxPCrVCpFsViMFy9eDMx7+fJlFAqF2NzcvDA9SZKhT20slUpRKpWGruvg4CAiIj7++OOpiwcAAACAcSaGXxER+/v7sbe3d2HEVpIkUavV4tWrVwOXKW5sbMT6+nrs7e0NXVez2eyHXb11VSqVqNVqRn4BAAAAMDcTn/YY8W7E1uHhYVQqlSgWi/Hw4cN4/fp11Ov1oWHV+vp6vHnzpn+/sPOKxWJ/XedHgNXr9f49wQAAAABgHqYKvyLehVb7+/tTLbu9vR3b29tzWRcAAAAAXNVUlz0CAAAAwDISfgEAAACQWsIvAAAAAFJL+AUAAABAagm/AAAAAEgt4RcAAAAAqSX8AgAAACC1hF8AAAAApJbwCwAAAIDUEn4BAAAAkFrCLwAAAABSS/gFAAAAQGrdv+0CrqPT6URERCaTiWw2e8vVAAAAAHBTTk9P4+zsrJ8PjbLUI7/y+XysrKxEtVq97VIAAAAAuEHVajVWVlYin8+PXW6pR36dnJxELpeLTGapMzwAAAAAZrSzsxPPnz+PTqczNgBb6vArl8tFLpe77TIAAAAAuGHZbHaq22AZMgUAAABAagm/AAAAAEgt4RcAAAAAqSX8AgAAACC1hF8AAAAApJbwCwAAAIDUEn4BAAAAkFrCLwAAAABSS/gFAAAAQGoJvwAAAABILeEXAAAAAKkl/AIAAAAgtYRfAAAAAKSW8AsAAACA1BJ+AQAAAJBawi8AAAAAUkv4BQAAAEBqCb8AAAAASC3hFwAAAACpJfwCAAAAILXu33YB19HpdCIiIpPJRDabveVqAAAAALgpp6encXZ21s+HRlnqkV/5fD5WVlaiWq3edikAAAAA3KBqtRorKyuRz+fHLrfUI79OTk4il8tFJrPUGR4AAAAAM9rZ2Ynnz59Hp9MZG4AtdfiVy+Uil8vddhkAAAAA3LBsNjvVbbAMmQIAAAAgtYRfAAAAAKSW8AsAAACA1BJ+AQAAAJBawi8AAAAAUkv4BQAAAEBqCb8AAAAASC3hFwAAAACpJfwCAAAAILWEXwAAAACklvALAAAAgNQSfgEAAACQWsIvAAAAAFJL+AUAAABAagm/AAAAAEgt4RcAAAAAqSX8AgAAACC1hF8AAAAApJbwCwAAAIDUun/bBVxHp9OJiIhMJhPZbPaWqwEAAADgppyensbZ2Vk/HxplqUd+5fP5WFlZiWq1etulAAAAAHCDqtVqrKysRD6fH7vcUo/8Ojk5iVwuF5nMUmd4AAAAAMxoZ2cnnj9/Hp1OZ2wAttThVy6Xi1wud9tlAAAAAHDDstnsVLfBMmQKAAAAgNQSfgEAAACQWsIvAAAAAFJL+AUAAABAagm/AAAAAEgt4RcAAAAAqSX8AgAAACC1hF8AAAAApJbwCwAAAIDUEn4BAAAAkFrCLwAAAABSS/gFAAAAQGrdn3bBdrsdtVotCoVC/+8fffRRlEqlaxeRJEk8fvw4jo6Orr0uAAAAAOiZKvxqtVqxsbERjUYjisViRHweWNVqtSiXy9cqolKpRLvdvtY6AAAAAOCyqS573NjYiK2trX7wFRFRKBSiVqvFs2fPIkmSKxfQarXi5cuXV349AAAAAIwyMfxqNpvRbrdjbW1tYF65XI4kSWJvb+/KBdTr9aHrBgAAAIDrmhh+NRqNiIgLo77OKxQK8eLFiyttfHd3NyqVypVeCwAAAACTTDXyKyL6N7q/rFgsRqvVmnnD7XY7CoXCyFANAAAAAK5rYvjVC6nmrVarxebm5tzXCwAAAAA9E5/2mCTJVOHXtMtFROzt7cXW1tZUy47T6XQGpmUymchms9deNwAAAACL5fT0NM7Ozi5MG5YPnTfV0x6ncXx8PNVy7XY7kiSJUql07W3m8/lYWVm58FWtVq+9XgAAAAAWT7VaHciC8vn82NdMHPk170sea7Va1Ov1uazr5OQkcrnchWmZzNzyPAAAAAAWyM7OTjx//vzCtE6nMzYAmxh+ra6uTjWqa3V1deIyBwcHc7ncsSeXyw2EXwAAAACkUzabnfl2VxOHSRUKhUiSZOT83rxJI8SSJInXr1/P5XJHAAAAAJjGxJFfT548iVarNfKG9u12e6pAq91uR6vVivX19YF5zWYzIqI/b2trK8rl8sR1AgAAAMA4E8Ovra2t2NvbGxpy9UZ9PX36dOKGSqVSNBqNofMeP34crVZr5HwAAAAAuIqJlz2WSqUoFovx4sWLgXkvX76MQqEQm5ubF6YnSdIfzQUAAAAAt2WqRyPu7+/3R3/1JEkStVotXr16NXA55MbGRqyvr8fe3t5URfTWO+7eYgAAAAAwq4mXPUa8G/11eHgYlUolisViPHz4MF6/fh31en3o/b7W19fjzZs38eTJk5HrTJIkNjY24vj4uB96PX78OIrFYtRqNTfGBwAAAODapgq/IiKKxWLs7+9Ptez29nZsb2+PXaZQKLjHFwAAAAAf1FSXPQIAAADAMhJ+AQAAAJBawi8AAAAAUkv4BQAAAEBqCb8AAAAASC3hFwAAAACpJfwCAAAAILWEXwAAAACklvALAAAAgNQSfgEAAACQWsIvAAAAAFJL+AUAAABAat2/7QKuo9PpREREJpOJbDZ7y9UAAAAAcFNOT0/j7Oysnw+NstQjv/L5fKysrES1Wr3tUgAAAAC4QdVqNVZWViKfz49dbqlHfp2cnEQul4tMZqkzPAAAAABmtLOzE8+fP49OpzM2AFvq8CuXy0Uul7vtMgAAAAC4YdlsdqrbYBkyBQAAAEBqCb8AAAAASC3hFwAAAACpJfwCAAAAILWEXwAAAACklvALAAAAgNQSfgEAAACQWsIvAAAAAFJL+AUAAABAagm/AAAAAEgt4RcAAAAAqSX8AgAAACC1hF8AAAAApJbwCwAAAIDUEn4BAAAAkFrCLwAAAABSS/gFAAAAQGoJvwAAAABILeEXAAAAAKl1/7YLuI5OpxMREZlMJrLZ7C1XAwAAAMBNOT09jbOzs34+NMpSj/zK5/OxsrIS1Wr1tksBAAAA4AZVq9VYWVmJfD4/drmlHvl1cnISuVwuMpmlzvAAAAAAmNHOzk48f/48Op3O2ABsqcOvXC4XuVzutssAAAAA4IZls9mpboNlyBQAAAAAqSX8AgAAACC1hF8AAAAApJbwCwAAAIDUEn4BAAAAkFrCLwAAAABSS/gFAAAAQGoJvwAAAABILeEXAAAAAKkl/AIAAAAgtYRfAAAAAKSW8AsAAACA1BJ+AQAAAJBawi8AAAAAUkv4BQAAAEBqCb8AAAAASC3hFwAAAACpJfwCAAAAILWEXwAAAACk1v3bLuA6Op1ORERkMpnIZrO3XA0AAAAAN+X09DTOzs76+dAoSz3yK5/Px8rKSlSr1dsuBQAAAIAbVK1WY2VlJfL5/Njllnrk18nJSeRyuchkljrDAwAAAGBGOzs78fz58+h0OmMDsKUOv3K5XORyudsuAwAAAIAbls1mp7oNliFTAAAAAKSW8AsAAACA1BJ+AQAAAJBawi8AAAAAUkv4BQAAAEBqCb8AAAAASC3hFwAAAACpJfwCAAAAILWEXwAAAACklvALAAAAgNQSfgEAAACQWsIvAAAAAFLr/rQLttvtqNVqUSgU+n//6KOPolQqzbzRZrMZ9Xo9kiSJdrsdxWIxarXaldYFAAAAAKNMFX61Wq3Y2NiIRqMRxWIxIiKSJInHjx9HrVaLcrk89QZ3d3cjImJ/f78/bWtrKx4/fhzb29tRq9VmqR8AAAAARprqsseNjY3Y2trqB18REYVCIWq1Wjx79iySJJlqY+12Oz799NPY3t6+ML1er0epVIrd3d1oNpvTVw8AAAAAY0wMv5rNZrTb7VhbWxuYVy6XI0mS2Nvbm2pj9Xo9vvrVrw6d99FHH/WXAQAAAIB5mBh+NRqNiIgLo77OKxQK8eLFi6k21rt8clhY1rvfV6vVmmpdAAAAADDJVCO/IqJ/o/vLisXi1IHV+vp6FAqFePLkycC8aS+dBAAAAIBpTQy/2u32yOBrVtvb2/H27duhT3V88+ZNRIQnPgIAAAAwNxOf9pgkyVTh17TLjdJ7+mPv3l/T6HQ6A9MymUxks9kr1wEAAADAYjo9PY2zs7ML04blQ+dN9bTHaRwfH1/5tc1mM5rNZmxvb8808iufz8fKysqFr2q1euU6AAAAAFhc1Wp1IAvK5/NjXzNx5Ne8LnkcJUmS2NjYiHK5HLVababXnpycRC6XuzAtk5lbngcAAADAAtnZ2Ynnz59fmNbpdMYGYBPDr9XV1alGda2urk5R4qBnz57F2tpa/7LHWeRyuYHwCwAAAIB0ymazM9/uauIwqUKhMPZJjL15VxkhVqlUIiKuFHwBAAAAwCQTw68nT55ERIwMwNrt9pWe0Li3txftdnsg+Gq32zOvCwAAAACGmRh+bW1tRcTwUKoXiD19+nSmjTabzWg0GkNHfM163y8AAAAAGGVi+FUqlaJYLMaLFy8G5r18+TIKhUJsbm5emJ4kSTSbzaHr6432cqkjAAAAAB/aVI9G3N/f71+m2JMkSdRqtXj16tXA/b42NjZifX099vb2LkxPkiQeP34cb968icePHw98PXjw4IM/XRIAAACAu2Pi0x4j3o3+Ojw8jEqlEsViMR4+fBivX7+Oer0+9H5f6+vr8ebNm/79wno2NjYiSZJotVojt/XVr351xm8BAAAAAIabKvyKiCgWi1Nfqri9vR3b29sD0xuNxvSVAQAAAMA1TXXZIwAAAAAsI+EXAAAAAKkl/AIAAAAgtYRfAAAAAKSW8AsAAACA1BJ+AQAAAJBawi8AAAAAUkv4BQAAAEBqCb8AAAAASC3hFwAAAACpJfwCAAAAILWEXwAAAACk1v3bLuA6Op1ORERkMpnIZrO3XA0AAAAAN+X09DTOzs76+dAoSz3yK5/Px8rKSlSr1dsuBQAAAIAbVK1WY2VlJfL5/Njllnrk18nJSeRyuchkljrDAwAAAGBGOzs78fz58+h0OmMDsKUOv3K5XORyudsuAwAAAIAbls1mp7oNliFTAAAAAKSW8AsAAACA1BJ+AQAAAJBawi8AAAAAUkv4BQAAAEBqCb8AAAAASC3hFwAAAACpJfwCAAAAILWEXwAAAACklvALAAAAgNQSfgEAAACQWsIvAAAAAFJL+AUAAABAagm/AAAAAEgt4RcAAAAAqSX8AgAAACC1hF8AAAAApJbwCwAAAIDUEn4BAAAAkFr3b7uA6+h0OhERkclkIpvN3nI1AAAAANyU09PTODs76+dDoyz1yK98Ph8rKytRrVZvuxQAAAAAblC1Wo2VlZXI5/Njl1vqkV8nJyeRy+Uik1nqDA8AAACAGe3s7MTz58+j0+mMDcCWOvzK5XKRy+VuuwwAAAAAblg2m53qNliGTAEAAACQWsIvAAAAAFJL+AUAAABAagm/AAAAAEgt4RcAAAAAqSX8AgAAACC1hF8AAAAApJbwCwAAAIDUEn4BAAAAkFrCLwAAAABSS/gFAAAAQGoJvwAAAABILeEXAAAAAKkl/AIAAAAgtYRfAAAAAKSW8AsAAACA1BJ+AQAAAJBawi8AAAAAUkv4BQAAAEBq3b/tAq6j0+lEREQmk4lsNnvL1QAAAABwU05PT+Ps7KyfD42y1CO/8vl8rKysRLVave1SAAAAALhB1Wo1VlZWIp/Pj11uqUd+nZycRC6Xi0xmqTM8AAAAAGa0s7MTz58/j06nMzYAW+rwK5fLRS6Xu+0yAAAAALhh2Wx2qttgGTIFAAAAQGoJvwAAAABILeEXAAAAAKkl/AIAAAAgtYRfAAAAAKSW8AsAAACA1BJ+AQAAAJBawi8AAAAAUkv4BQAAAEBqCb8AAAAASC3hFwAAAACpJfwCAAAAILWEXwAAAACk1v1pF2y321Gr1aJQKPT//tFHH0WpVJp5o/NcFwAAAACMMlX41Wq1YmNjIxqNRhSLxYiISJIkHj9+HLVaLcrl8tQbnOe6AAAAAGCcqS573NjYiK2trX5YFRFRKBSiVqvFs2fPIkmSqTc4z3XN6vT0NL71rW/F6enpB9sGd9Pp6dltl0BKfPe73/UexVz4zGPe9BTzpJ+YJ/3EvOmp9JkYfjWbzWi327G2tjYwr1wuR5Iksbe3N9XG5rmuqzg7O4s/9If+UJydCSqYLz3FvHz3uz+nn5gLn3nMm55invQT86SfmDc9lT4Tw69GoxERcWGk1nmFQiFevHgx1cbmuS4AAAAAmGSqkV8R0b85/WXFYjFardZUG5vnutKiP5zybHGGU3a7Zws5xNPQ0+ks4n5a1JqYbFGP3aLW1O12b7uUhdY7Zgt57M4W59gtYo8vqkXcV4ta009/5zsLVdMiWtRjt4g1nf+T4Rb12KlpeS3ivlrEmkaZGH612+2RYdWs5rmutOgNp1ykk+5ut7uQQzwNPZ3OIu6nRa2JyRb12C1qTbE4b+ULqXfMFvHYdRfo4C1ijy+qRdxXi1rTd77z0wtV0yJa1GO3iDWd/5PhFvXYqWl5LeK+WsSaRpn4tMckSaYKrKZZbl7r6v1m/fvf/37kcrkL8zKZTGSz2aGv63Q6F/5cBL1aPut0IrrduFzZWSdiWLmdbkRv4U4nonNv8rZOP3v/ut7rTyM6Z4Ov7aW2o/ZTr8rOQLWXao/OxGV6y51Nsc5hx++zS6979+dn77f8+XKdOO1Pvx9nA687b9y8C/VEJyI+31cXt/du3rupw/tx3DrP1z+qnrPeti9Nn6bPu3E29LWXnb0/itP4LD6LiG589n4/j6upE53ovv/z3esm1zKt3j9gz+Lswj9lL38vnU5n6D91z+/783VOU18nPnu//JB9MGZer76ziOh+dvHYnY45Bp0x++4sujPt09P3e6z3sdV7/bh+6kQnzmK6/dNbNqZcflh9/eMypJ/Of9yOW//pmN4ftz8n6dVy2jmL08z449arY9rtnI44lr3fr3Xe/yT1/v9yTcOO3eV1fnZ+/75/xxy/H7sD2ztv1Do6nffTO524N+b3b5+dW/+o4zLt8Zq03Oefw2fRyUx3THpVzfLeME2tl2ua5nzlsyl76bMJx2xoHUPeNy/XdX5fZIb+XJ1e+xiNfe25mjpj6riqy/tg1po+P+N4933Os7ZZazo9Xcxz4KWoqXM2/IR8Lhs9e3dOf+/SNt5v81r76QPV3el0IjpzPnadz3orv3pNcc2aOqdz3V9L0+Ofzff7ntXM++mzD/jzeM7SHL/rrTDencx3Iu5NjIZupqYpnZ6eDgRuvRpGXYlxrzvhGo179+5FoVCIt2/fDp3/+PHjaLVacXR0NPJeXvNe1/e///3I5/NjtwUAAADA3XFychJf/OIXB6ZPjPfmeZnivNb1hS98Ib73ve9FJpOJe/cuDlsaN/ILAAAAgOU1bORXt9uNs7Oz+MIXvjD0NRPDr9XV1Tg+Pp648dXV1amWmce6MplM/PAP//DE9QAAAACQHpdvfzWNiTe8LxQKkSTJyPm9edOM6prnugAAAABgkonh15MnTyIiRoZW7XY7SqXSVBub57oAAAAAYJKJ4dfW1lZEvAumLuuFWE+fPp1qY/NcFwAAAABMMjH8KpVKUSwW48WLFwPzXr58GYVCITY3Ny9MT5Ikms3mXNYFAAAAAFc1MfyKiNjf34+9vb0LI7aSJIlarRavXr0auEfXxsZGrK+vx97e3rXXBQAAAABXNfFpjxHvRmwdHh5GpVKJYrEYDx8+jNevX0e9Xh96j6719fV48+ZN/x5f11nXeUmSxOPHj+Po6Gjo/Ha7HbVarf/34+PjePr0aZTL5bHL9wK3drsdH3300cg6Zl2exbC7uxuvX7+Op0+f9kcfttvtqNfr0Wq1otFoDLzmQ/eGXlpuV+mpZrMZ9Xo9kiSJdrsdxWIxarWanuJK/XTZtJ+P+in9rtNPlUolWq1W/7hvbW3F2trawHL66W65znlUj3NyhlmU9xz9lA7T9pNz8jusu0Q2Nze7o0puNBrdzc3Noa/Z3t4emH54eNgtFovdo6Oj/rS3b992i8Vid39//9rLszhqtVo3Iga+isVi9+3btwPLf+je0EvLb9aeqtVq3VqtdmFa7/3M+xOz9tMw4z4f9dPdcpV+Ojo66haLxW69Xr8wvVwuX+iDblc/3UWz9pRzciZZpPcc/bT8Zukn5+R329KEX4eHh91CoTDy5L5UKo187eUG7E273Pjdbre7v7/fLRQKAx/msy7P4qjVat1yudwtlUrdYrHYLZfLA2+O533o3tBLy2+Wnjo6Ohr6Ydrtvnvfiohuo9G4MF1P3S2zvkddNunzUT/dLbP209u3b7uFQmFgmf39/W5EDPSCfrp7Zu0p5+SMs2jvOfppuc3ST87JWZrwa3Nzs1sul4ee3B8eHo79oN3c3LzwA9FoNLoR0T08PBy6/OUflFmXZ7HUarWBE61RPnRv6KV0mKWntre3R/6mp/fBXC6X+9P01N0zSz8NM+7zUT/dPbP20/b2drdYLA5MbzQa3UKhcOEfAvrpbpqlp5yTM8kivefop+U3Sz85J2eqG97ftt3d3ahUKmOXabVa0Wq1hs7rXcvb07s3wflp5xUKhQtPpJx1eZbXh+4NvXT3tFqt2NjYGPoAkN61/+ffu/QUs5j0+aifGCdJktjd3R16H6a1tbV4+/bthful6Cem4ZycURbtPUc/LbdZ+8k5OQsffrXb7SgUCiObKOJdsxYKhXj8+PFAM7darTg+Pr7Q+M1mMyJi5JMli8XihcafdXmW14fuDb1096yvr0ehUBj6AJAkSQam6SmmNc3no35inN450/r6+lTL6ycmcU7OOIv2nqOfltus/eScnKme9nibarVa1Ov1qZbb2tqKra2t2N/fj/39/Xjz5k3UarV49erVhWV7/2CY1qzLs3h6vxn49NNP+39fX18f+E3Bh+4NvZQe0/bU9vZ2bG9vD13HmzdvIiIuPP1FT91N0/bTedN8Puqnu2nafjr/W+qDg4N4/fp1PHz4MI6Ojm7lM5LFNct7lHNyRlm09xz9tNxm7Sfn5Cx0+LW3txdbW1tTLbu5uRmrq6vx7NmzaDab8eDBgyiVSnF4eDiwbJIkUzVmb7lZl2fxVCqV2N/fv3B8Hj16FO12+8Kb4IfuDb2UHtP21Dj7+/sREfHRRx/1p+mpu2nWfpr281E/3U3T9lPvZL/ZbPYf9X5++UajcSFg1U931yzvUc7JGWXR3nP003KbtZ/GcU5+NyzsZY/tdjuSJLmQvk5SKpVibW2tP5y61WrF+vr60GGM0zg+Pv6gy3MzyuVyNBqNgTeZSqUSlUrlSsNPP3Rv6KXFNo+eajab0Ww2Y3t7e6b3uR49lR6z9tNVPh8n0U/pMUs/9c6Pjo6OLlyKFhFRr9djb2+vfxnHLPRTulzlM885OcMs63uOflpM8+on5+R3x8KGX7VaberRExERBwcH/eHVjUaj/9upZrMZX/nKVy582M6atEpml9uo++H03iS//e1v96d96N7QS+kwS08NkyRJbGxsRLlcvvBbqgg9dRfN2k+zfD7qp7vnKu9Pw+6X0lv+/AMV9NPdNGtPOSdnkkV5z9FP6TBtPw3jnPxuWcjwq/ehOa1WqxWVSqV/3W/Eu99SffLJJ7G2thZJksSzZ8/681ZXV6dab2+5WZdnOfSO1/nfWH7o3tBL6Tasp4Z59uxZrK2t9YdYD1vHtNvSU+k1rJ9m/XzUT/QM66feifq4J1Pd5Gcky2VYTzknZ5xFe8/RT8tt1n4axjn53bJw4VeSJPH69euZhhz2hl1fVigUotFoRLlcjoODgwvTxw277s3r/UDNujyLY3d3Nx48eBDtdnvkMueHnn7o3tBLy2/Wnrqs91417EM2Qk/dNbP001U+H/XT3TLr+9O4J4Wed/6466e7Zdaeck7OOIv2nqOfltus/XSZc/K7Z+HCr3a73b8vwOWv3ofl5b+/efNm6CNLe3pDGHsN11t2VHO22+0L/7iYdXkWR6PRiCRJhh673sna+d750L2hl5bfrD113t7eXrTb7YEP2fP/qNBTd8ss/XSVz0f9dLfM+v7Uuyxk3Ml6xOcn6vrp7pm1p5yTM86ivefop+U2az+d55z8blq48KtUKkWj0Rj61WuW3t97jy8tFotjfyO1uroahUKh3/i9S0aGvabXrE+fPu1Pm3V5Fkfv6ULD3mh6N0A8f534h+4NvbT8Zu2p8/N69z657Pw9BvTU3TJLP13l81E/3S2zvj/1juWoc6jk0oMV9NPdM2tPOSdnnEV7z9FPy23WfupxTn6HdZdIqVTqDiu5Vqt119bWRr6uXq93t7e3L0wrFosD03rLFgqF7tu3b6+1PIvh6Oho6HHrdrvdtbW1brFYHJj+oXtDLy23q/TU0dFRd3Nzc+Q6L8/TU3fHVfppmFGfj92ufrpLrtJPpVKpWy6XB6bv7+93I6J7eHh4Ybp+ultm7Snn5EyyaO85+mm5zdpPzsnvtqUKvwqFQjcihjbN2tpad3Nzc2BevV4f+gNxeHjYLRQK3aOjo/60t2/fdovF4sAPyVWWZ3HUarVurVa7MG17e7tbKBTmcqz10t0zS0+9ffu2WygUuqVSaehXoVAY+JDUU3fLrO9Rw4z7fNRPd8us/XR0dNQtFArd/f39/rTe8b68nm5XP91Fs/aUc3LGWbT3HP203GbpJ+fk3Ot2u91bHHg2UfL+8aPHx8f9pzUUi8UoFotRq9UuDGU8ODiIer0eEZ9f2/v06dP+5R+XtdvtqFQqUSwW4+HDh/H69evY2trqXz983eVZHM1mM/b39+P4+DiSJOn3z6gbDn7o3tBLy2/anlpfX+9fGjLK/v7+wPuUnrpbZn2Pipjt81E/3S1X/cw7z2ce583aU87JGWfR3nP003Kbtp+ck7Pw4RcAAAAAXNXC3fAeAAAAAOZF+AUAAABAagm/AAAAAEgt4RcAAAAAqSX8AgAAACC1hF8AAAAApJbwCwAAAIDUEn4BAAAAkFrCLwAAAABSS/gFAAAAQGoJvwAAAABILeEXAAC8t7e3F48ePYoHDx5EpVK57XIAgDkQfgEAQEQkSRL1ej0ajUZ88skn0W634+Dg4LbLAgCu6V632+3edhEAALAIms1mrK2tRUREu92OiIhisXibJQEA1yT8AgCA95IkiZcvX0ZExJMnT6JUKt1yRQDAdQm/AAAAAEgt9/wCAIBzDg4OYmtr67bLAADmxMgvAGDuDg4O4tvf/na0Wq2IiCiVSrG6utqff3x83J/Xm18sFmN/f//Ga4XLHj9+HK1WK5wmA0A6CL8AgA+m1WpFs9mM7e3tgXmVSiV2d3ejXC4LvVgYSZLEgwcPIiJif38/yuXyLVcEAFyXyx4BgA+mUChEoVAYOu/hw4cR4Ul6LJa9vb1+4PXixYtbrgYAmAfhFwDwQZ2/3BEWXaPRiI8//jgi3l2+CwAsP+EXAABERLvdjlKpFIVCIdbW1iLi3UgwAGC5Cb8AgA+m3W6PvOwRFs3BwUE8ffo0IqL/tEf3owOA5Sf8AgA+mCRJrnVPr0qlEo8fP45Hjx7F7u5u7O7uRqVSiXv37sW9e/difX09dnd3I+Jd0La1tRUPHjyIe/fuxaNHj6JSqURERLPZjK2trbm+7rzd3d3Y2tqKSqUSGxsbQ5cZp91uR6VS6dfQ206lUomtra3Y2Ni48HTM81qtVn+53rLjLte77X162bT7+CY0Go0olUoREf37fjWbzUiS5FbqAQDmpAsA8IHUarWx8yKiu729PXYdR0dHA+tZW1vrjjqN6a338PBwYF6pVLrS68Ztr1wud4+OjgaWX1tbG7r8OKNqqNfr3Yjo7u/vDyy/trbWffv27cD2x+3Xee7Tq77usnK5PHI9N+Hw8HBgn/Vqqtfrt1QVADAPRn4BAB/Mp59+Opf1XL50ctyllL15l5dpNpvRbrdnft247SVJEgcHBwOjmmq1WjSbzZlvmD5qO9/85jcjIqJer/enNZvNqFQqUa/XB163v78fu7u7Y+9XNY99ep3XLZoXL170L3Xs6f39/H4HAJaP8AsAWHjXfWJkkiTRaDT6NzGfl0KhEKVSaeDSzt6lc69fv57Ldl6+fBkRERsbG/1pW1tbQ7fdq6tcLo+81DDCUzgva7VaA/tybW0tCoVCtFotlz4CwBK7f9sFAADp1G6349GjR9dezzxCh94IqfPh0SjNZnMgBBk3Yuzw8LD//61WK9rtdn/5q9b+5s2bOD4+7od27XY7Dg8P+6FakiTRbrf796UaZnV1NZIkiVar1X9dz1XrmnXfjHrdkydPFmo0WKvVijdv3sT6+vrIZfb29mJ7e/sGqwIA5sXILwDggzg4OJjLSKt2u32tm+b3bug+rdXV1aFfoyRJEhsbG/Ho0aN48+ZNlEqla4ckvW0Wi8VYX1+PQqEQb9686c/vBU7j6uqFS8PCqavu01n3zbDXtdvt+MpXvhIbGxsLM5qqXq/H4eFhNBqNga/e0x5fvHhxy1UCAFdl5BcA8EEcHR1dK7TqabfbVwrRkiTpjziapY5hlxKOGqXUarXiG9/4Rjx58iSOjo5mrnGUYrHYH61VKpWiXC7HgwcP+mFMr77j4+OR6+gFS8O+96vu01n2zajXlUqlWFtbi0ePHkWr1ZrrfruqcWHg+UsfrxvEAgC3w8gvAGDudnd3B24eflWffvrplS6Ra7fb0Wg0xl4aeF2VSiWSJOmPDuq5PKJp1hvfD/PNb34zDg4OotVqRaFQ6Acyo/SCscuXPEZcfZ/OS7FYjHK5HO12e+z3cBOazebYyx0jPn/gwDyOIwBw84RfAMBcJUkSr1+/Hhq6TKPVasX6+vq1L4mr1+tRq9WutY5J3rx50w+iLk8/bx43vr98+eLHH388MjzqPYWy9/3Pa5/OU+/7ue17f9VqtYkBae9ecZ76CADLSfgFAMxN7/5XH3/88cRlP/300/5rzms2m9FsNuP4+DgODg6GjsoZF+L05g27z9c0r5slIPrmN7/Zv6n8+fXs7+/H2traVDeDn6a+3j4pl8v9ULFcLsf29nY8e/Zs4HUbGxv9+edff919Omt4Nup1vRFs5XJ5qssId3d348GDB9FsNmfa/iS9/TLp++pdItput+deAwDw4d3rdrvd2y4CAFhurVYrNjY2+mHPNKO+zgdGvfty1ev1WF1djWfPnsXq6moUCoULo7eazWbs7+/H3t5eRLwLJTY2NmJzczPa7XbU6/XY29uLJEn695aq1Wof5HU9u7u78eLFi/4TDB8+fBjb29v9fVIsFqNSqYy9x9blGtbW1mJ9fT0+/fTT/uiura2toTfS79XYG0GVJEmsr69fGM2UJMlC7NPe99put2Nrays2Nzen2sfr6+vRbDZjbW0tGo3GyP04rXa7Hevr6xfCye3t7aEjBbe2tuLly5cXArK1tbXY2tr6oJfUAgDzI/wCAK7t4OCgH1hUKpWZbgrebrejVqvF3t5eNBqNuTwhkvRptVrx4sWLD34pKwCQPp72CABcWy/AGjYyaZLeiK+I2S+r4+4olUrx4sWL2y4DAFhC7vkFAFzb0dHRhcvUrmJra2vme2RxdyRJEg8fPrztMgCAJST8AgDm4rpP7SuVSnF0dDSfYkidSqVypZGFAADCLwDg2q4bfME4zWZz6BMqAQCm4Yb3AAAAAKSWkV8AAAAApJbwCwAAAIDUEn4BAAAAkFrCLwAAAABSS/gFAAAAQGoJvwAAAABIrf8f8UpxFyODLekAAAAASUVORK5CYII=",
"text/plain": [
"<Figure size 1500x600 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"prominences = prop[\"prominences\"]\n",
"\n",
"for i, peak in enumerate(peaks):\n",
" plt.axvline(x[peak], color=wavelength_to_rgb(x[peak] / 10), lw=prominences[i]/25)\n",
"\n",
"# plt.axis(\"x\")\n",
"plt.xlabel(r\"Длина волны, $\\textup{~\\AA}$\")\n",
"\n",
"plt.savefig(\"lines.png\")\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 165,
"id": "8cad90df-f11e-45c3-9e0a-b3f570b7e9ef",
"metadata": {
"tags": []
},
"outputs": [],
"source": [
"np.savetxt(\"peaks.csv\", np.vstack((x[peaks], prominences)).T, header=\"wavelength[A],prominence[c.u.]\", comments=\"\", fmt=\"%.4f\", delimiter=\",\")"
]
}
],
"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
}