From a41aa7912976d89593e04d4abba73d19756bcfa9 Mon Sep 17 00:00:00 2001 From: Gleb Lugovtsov Date: Sat, 21 Oct 2023 01:37:03 +0300 Subject: [PATCH] complete process --- .../fraunhofer_lines.csv | 13 + .../fraunhofer_lines.png | Bin 0 -> 36686 bytes .../lines.png | Bin 16478 -> 9149 bytes .../plots.ipynb | 227 +++++++++++++++++- .../sum_and_fraunhofer.png | Bin 0 -> 69899 bytes 5 files changed, 229 insertions(+), 11 deletions(-) create mode 100644 5.2.9-determination-of-atmospheric-composition/fraunhofer_lines.csv create mode 100644 5.2.9-determination-of-atmospheric-composition/fraunhofer_lines.png create mode 100644 5.2.9-determination-of-atmospheric-composition/sum_and_fraunhofer.png diff --git a/5.2.9-determination-of-atmospheric-composition/fraunhofer_lines.csv b/5.2.9-determination-of-atmospheric-composition/fraunhofer_lines.csv new file mode 100644 index 0000000..e73a7b7 --- /dev/null +++ b/5.2.9-determination-of-atmospheric-composition/fraunhofer_lines.csv @@ -0,0 +1,13 @@ 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z!B7L(q{vw$;pQ(CpmYMoFhT4oRq5PQg*Qo!?L)E%M2xJLG31?!9oHPfu&xp|LyI0 zAezW{C9!+F_SFbxqEX@fYH?T<_^eTs7GZf$M7 zN^L8FROd4seLgT8wjoF)wQy|Z(oQ5-4)@nsP3;2$1(Flq^@r?Zc|m!%uA)$oxcjMgM+^PfD%R4h{991E0Dy0U)^x!TOw(x~Lf*&qK8 DBig@w diff --git a/5.2.9-determination-of-atmospheric-composition/plots.ipynb b/5.2.9-determination-of-atmospheric-composition/plots.ipynb index c0e844d..5db7b14 100644 --- a/5.2.9-determination-of-atmospheric-composition/plots.ipynb +++ b/5.2.9-determination-of-atmospheric-composition/plots.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 18, + "execution_count": 1, "id": "c14446e5-2129-4747-85de-4784341bfc13", "metadata": {}, "outputs": [], @@ -28,7 +28,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 2, "id": "b6e60ac4-5589-4b8f-ab38-42169e7fd345", "metadata": {}, "outputs": [], @@ -39,7 +39,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 3, "id": "3de58523-c5e9-427a-8f44-0c2e825fe184", "metadata": {}, "outputs": [], @@ -52,7 +52,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 4, "id": "0f5054ea-587f-44f7-9f1c-0a13140d0c5f", "metadata": {}, "outputs": [ @@ -81,7 +81,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 5, "id": "4d9b0b6e-fc51-4a28-956b-cae2a494dd81", "metadata": {}, "outputs": [ @@ -119,7 +119,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 6, "id": "e604a87a-9543-431b-bec7-c23737c32be5", "metadata": { "jupyter": { @@ -184,15 +184,27 @@ }, { "cell_type": "code", - "execution_count": 24, + "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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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=", 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", "text/plain": [ - "

" + "
" ] }, "metadata": {}, @@ -202,11 +214,15 @@ "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=wavelength_to_rgb(x[peak] / 10), lw=prominences[i]/25)\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()" @@ -214,7 +230,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 37, "id": "8cad90df-f11e-45c3-9e0a-b3f570b7e9ef", "metadata": { "tags": [] @@ -223,6 +239,195 @@ "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": [ + "
" + ] + }, + "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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