Lugovtsov/5.2.9-determination-of-atmospheric-composition/plots.ipynb
2023-10-21 01:37:03 +03:00

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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": 2,
"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": 3,
"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": {
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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": 5,
"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": 6,
"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": 35,
"id": "2783bf6b-3812-4071-87cd-380855c44c1a",
"metadata": {},
"outputs": [],
"source": [
"matplotlib.rcParams.update({\n",
" 'figure.figsize': [10, 2],\n",
"})"
]
},
{
"cell_type": "code",
"execution_count": 36,
"id": "267ef041-f675-4e84-b431-0a4f2d5e6430",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1500x300 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"prominences = prop[\"prominences\"]\n",
"\n",
"for lx in np.linspace(x.min(), x.max(), 1000):\n",
" plt.axvline(lx, color=wavelength_to_rgb(lx / 10), lw=1)\n",
"\n",
"for i, peak in enumerate(peaks):\n",
" plt.axvline(x[peak], color='k', lw=prominences[i]/25)\n",
"\n",
"# plt.axis(\"x\")\n",
"plt.xlabel(r\"Длина волны, $\\textup{~\\AA}$\")\n",
"plt.gca().axes.get_yaxis().set_visible(False)\n",
"\n",
"plt.savefig(\"lines.png\")\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 37,
"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=\",\")"
]
},
{
"cell_type": "markdown",
"id": "69c8119a-2493-4c92-ab19-8d745a683534",
"metadata": {},
"source": [
"### Сопоставление линиям Фраунгофера"
]
},
{
"cell_type": "code",
"execution_count": 38,
"id": "47ca35ac-b45c-480d-874b-3d15335a94f1",
"metadata": {},
"outputs": [],
"source": [
"df_fh = pd.read_csv(\"fraunhofer_lines.csv\", sep=\"\\t\")\n",
"fh_arr = np.array(df_fh)"
]
},
{
"cell_type": "code",
"execution_count": 41,
"id": "57a540bd-40b3-4916-bd58-c871ae3e3dee",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1500x300 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"for lx in np.linspace(x.min(), x.max(), 1000):\n",
" plt.axvline(lx, color=wavelength_to_rgb(lx / 10), lw=1)\n",
"\n",
"offset = 0\n",
"for (i, fh) in enumerate(fh_arr):\n",
" l = fh[2]*10\n",
" name = fh[1]\n",
" plt.axvline(l, color='k', lw=1)\n",
" \n",
" if (i > 0 and abs(fh[2] - fh_arr[i - 1][2]) < 2):\n",
" offset += 0.2\n",
" else:\n",
" offset = 0\n",
"\n",
" plt.text(l, 0.9-offset, fr\"${name}$\",\n",
" size=12, rotation=40,\n",
" horizontalalignment=\"center\", verticalalignment=\"baseline\",\n",
" rotation_mode=\"anchor\", backgroundcolor=\"g\", color=\"w\")\n",
"\n",
"plt.xlabel(r\"Длина волны, $\\textup{~\\AA}$\")\n",
"plt.gca().axes.get_yaxis().set_visible(False)\n",
"\n",
"plt.savefig(\"fraunhofer_lines.png\")\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 51,
"id": "03ab9c98-670d-4cde-95c5-f42fb0ad41a6",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"name\tdelta\twavelength \n",
"O_2\t0.34\t6276.61\n",
"Na\t0.45\t5895.92\n",
"Na\t0.44\t5889.95\n",
"He\t13.89\t5875.62\n",
"Hg\t2.58\t5460.73\n",
"Fe\t4.59\t5270.39\n",
"Mg\t4.47\t5183.62\n",
"Mg\t6.45\t5172.70\n",
"Fe\t6.62\t5168.91\n",
"Mg\t5.04\t5167.33\n",
"Fe\t0.40\t4957.61\n",
"H\\beta\t2.22\t4861.34\n"
]
}
],
"source": [
"closer_lines = []\n",
"\n",
"print(\"name\\tdelta\\twavelength \")\n",
"for fh in fh_arr:\n",
" l = fh[2]*10\n",
" name = fh[1]\n",
" min_idx = 0\n",
" delta = 2000\n",
" for (i, peak) in enumerate(peaks):\n",
" if (abs(x[peak] - l) < delta):\n",
" min_idx = i\n",
" delta = abs(x[peak] - l)\n",
" if (delta < 20):\n",
" closer_lines.append([name, l, min_idx])\n",
" print(f\"{name}\\t{delta:.2f}\\t{l:.2f}\")"
]
},
{
"cell_type": "code",
"execution_count": 52,
"id": "10d8af20-d6af-4207-8b39-49f22f75b7e8",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[['O_2', 6276.61, 80],\n",
" ['Na', 5895.92, 73],\n",
" ['Na', 5889.95, 72],\n",
" ['He', 5875.6179999999995, 72],\n",
" ['Hg', 5460.73, 54],\n",
" ['Fe', 5270.389999999999, 38],\n",
" ['Mg', 5183.62, 29],\n",
" ['Mg', 5172.7, 29],\n",
" ['Fe', 5168.91, 28],\n",
" ['Mg', 5167.33, 28],\n",
" ['Fe', 4957.610000000001, 10],\n",
" ['H\\\\beta', 4861.34, 1]]"
]
},
"execution_count": 52,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"closer_lines"
]
},
{
"cell_type": "code",
"execution_count": 53,
"id": "d0be8e86-95fa-44b5-81f5-d2ee8f52ac58",
"metadata": {},
"outputs": [],
"source": [
"matplotlib.rcParams.update({\n",
" 'figure.figsize': [10, 4],\n",
"})"
]
},
{
"cell_type": "code",
"execution_count": 54,
"id": "f5e56747-7559-4676-913a-407fbd4a0692",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1500x600 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.plot(x, y, lw=.5)\n",
"for i, closer_line in enumerate(closer_lines):\n",
" plt.axvline(closer_line[1], color=f\"C{i}\", label=f\"${closer_line[0]}$\", lw=.5)\n",
"\n",
"plt.ylabel(\"Суммарная интенсивность, у.е.\")\n",
"plt.xlabel(r\"Длина волны, $\\textup{~\\AA}$\")\n",
"plt.legend()\n",
"\n",
"plt.savefig(\"sum_and_fraunhofer.png\")\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "2102c412-4119-432a-8886-b6b9b95fe98f",
"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
}