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June 4, 2021 16:21
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{ | |
"cells": [ | |
{ | |
"cell_type": "markdown", | |
"id": "several-valve", | |
"metadata": {}, | |
"source": [ | |
"# Telluric Calibration Experiments\n", | |
"\n", | |
"In this notebook we will explore the A0V standard stars of HPF" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 1, | |
"id": "graduate-terrorism", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"import numpy as np\n", | |
"import pandas as pd\n", | |
"import glob\n", | |
"\n", | |
"import matplotlib.pyplot as plt\n", | |
"import seaborn as sns\n", | |
"\n", | |
"\n", | |
"%matplotlib inline\n", | |
"%config InlineBackend.figure_format='retina'\n", | |
"sns.set_context('paper')" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "surgical-firewall", | |
"metadata": {}, | |
"source": [ | |
"We can use [muler](http://muler.readthedocs.io/) now! :)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 2, | |
"id": "integral-creature", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"from muler.hpf import HPFSpectrum, HPFSpectrumList" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 3, | |
"id": "mineral-converter", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"files = glob.glob('../../data/HPF/telluric_standards/Goldilocks_*.fits')" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 4, | |
"id": "representative-nothing", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"24" | |
] | |
}, | |
"execution_count": 4, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"len(files)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 5, | |
"id": "bored-eleven", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"file = files[20]" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 6, | |
"id": "removed-communist", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"all_orders = HPFSpectrumList.read(file)" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "utility-question", | |
"metadata": {}, | |
"source": [ | |
"Awesome! Now we want a pristine A0V star model! Let's use our brand new [gollum](https://gollum-astro.readthedocs.io/en/latest/) framework to make a model." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 7, | |
"id": "difficult-couple", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"from gollum.phoenix import PHOENIXSpectrum" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 8, | |
"id": "effective-rendering", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"model_spec = PHOENIXSpectrum(teff=9_200, logg=4.0)\\\n", | |
" .rotationally_broaden(60.1)\\\n", | |
" .rv_shift(-20.5)\\\n", | |
" .instrumental_broaden(resolving_power=55_000)\\\n", | |
" .normalize()" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 9, | |
"id": "cleared-flooring", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"(0.0, 2.0)" | |
] | |
}, | |
"execution_count": 9, | |
"metadata": {}, | |
"output_type": "execute_result" | |
}, | |
{ | |
"data": { | |
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\n", | |
"text/plain": [ | |
"<Figure size 1800x288 with 1 Axes>" | |
] | |
}, | |
"metadata": { | |
"image/png": { | |
"height": 269, | |
"width": 1450 | |
}, | |
"needs_background": "light" | |
}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"ax = all_orders.normalize().remove_nans().plot()\n", | |
"model_spec.plot(ax=ax)\n", | |
"ax.set_ylim(0, 2.0)" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "hydraulic-survival", | |
"metadata": {}, | |
"source": [ | |
"Let's pick some order that has a conspicuous Hydrogen line:" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 10, | |
"id": "engaging-lotus", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"'HR7102_tell_std'" | |
] | |
}, | |
"execution_count": 10, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"spec = HPFSpectrum(file=file, order=4)\n", | |
"spec.meta['header']['OBJECT']" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 11, | |
"id": "amateur-contemporary", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"target_spectrum = spec.sky_subtract().normalize().remove_nans()\n", | |
"resampled_model = model_spec.resample(target_spectrum)\n", | |
"ratio = target_spectrum / resampled_model" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 12, | |
"id": "desirable-priest", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"(0.0, 2.9)" | |
] | |
}, | |
"execution_count": 12, | |
"metadata": {}, | |
"output_type": "execute_result" | |
}, | |
{ | |
"data": { | |
"image/png": 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\n", | |
"text/plain": [ | |
"<Figure size 720x288 with 1 Axes>" | |
] | |
}, | |
"metadata": { | |
"image/png": { | |
"height": 265, | |
"width": 608 | |
}, | |
"needs_background": "light" | |
}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"ax = ratio.plot()\n", | |
"ax.set_ylim(0, 2.9)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 13, | |
"id": "macro-going", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"image/png": 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\n", | |
"text/plain": [ | |
"<Figure size 720x288 with 1 Axes>" | |
] | |
}, | |
"metadata": { | |
"image/png": { | |
"height": 269, | |
"width": 613 | |
}, | |
"needs_background": "light" | |
}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"ax = target_spectrum.plot()\n", | |
"resampled_model.plot(ax=ax)\n", | |
"ax.set_ylim(0, 2)\n", | |
"ax.set_xlim(spec.wavelength.value.min(), spec.wavelength.value.max());" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 14, | |
"id": "concrete-watershed", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"ratios = []\n", | |
"for order in range(0, 27+1):\n", | |
" spec = HPFSpectrum(file=file, order=order)\n", | |
" target_spectrum = spec.sky_subtract().normalize().remove_nans()\n", | |
" resampled_model = model_spec.resample(target_spectrum)\n", | |
" ratio = target_spectrum / resampled_model\n", | |
" ratios.append(ratio)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 15, | |
"id": "mental-savings", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"instrumental_response = HPFSpectrumList(ratios)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 16, | |
"id": "united-honor", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"(0.0, 3.0)" | |
] | |
}, | |
"execution_count": 16, | |
"metadata": {}, | |
"output_type": "execute_result" | |
}, | |
{ | |
"data": { | |
"image/png": 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| |
"text/plain": [ | |
"<Figure size 1800x288 with 1 Axes>" | |
] | |
}, | |
"metadata": { | |
"image/png": { | |
"height": 269, | |
"width": 1453 | |
}, | |
"needs_background": "light" | |
}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"ax = instrumental_response.plot()\n", | |
"ax.set_ylim(0, 3)" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "chronic-particular", | |
"metadata": {}, | |
"source": [ | |
"Neat! We now have an instrumental response function that we can apply to correct for tellurics and blase function!" | |
] | |
} | |
], | |
"metadata": { | |
"kernelspec": { | |
"display_name": "Python 3", | |
"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": "3.8.8" | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 5 | |
} |
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