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

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{
"cells": [
{
"cell_type": "code",
"execution_count": 18,
"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": 19,
"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": 20,
"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": 21,
"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=fr\"${col}$\")\n",
"\n",
"plt.ylabel(\"Интенсивность по каждому каналу, у.е.\")\n",
"plt.xlabel(r\"Длина волны, $\\textup{~\\AA}$\")\n",
"plt.legend() \n",
"\n",
"plt.savefig(\"rggb.png\")\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 22,
"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=\"C3\", markersize=3, label=\"Полосы поглощения\")\n",
"plt.plot(x, y, lw=.5, label=r\"$R + G_1 + G_2 + B$\")\n",
"\n",
"plt.ylabel(\"Суммарная интенсивность, у.е.\")\n",
"plt.xlabel(r\"Длина волны, $\\textup{~\\AA}$\")\n",
"plt.legend()\n",
"\n",
"plt.savefig(\"sum.png\")\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 23,
"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": 24,
"id": "267ef041-f675-4e84-b431-0a4f2d5e6430",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"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": 25,
"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
}