{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Flux contamination 3\n",
"## Comparison between the physical and black body model\n",
"\n",
"*Hannu Parviainen*
\n",
"*Edited: 1.1.2020*"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Populating the interactive namespace from numpy and matplotlib\n"
]
}
],
"source": [
"%pylab inline"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"from pytransit.contamination import BBContamination, SMContamination, Instrument, sdss_griz"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"cnb = BBContamination(Instrument('example', sdss_griz), ref_pb=\"r'\")\n",
"cnp = SMContamination(Instrument('example', sdss_griz), ref_pb=\"r'\")"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"fig = cnb.plot(3500, 5800, 0.25, nwl=1000, figsize=(13,8));\n",
"fig = cnp.plot(3500, 5800, 0.25, nwl=1000, figsize=(13,8), axs=fig.axes);"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"fig, axs = subplots(2, 2, figsize=(13,6), constrained_layout=True)\n",
"cnb.plot(3400, 6200, 0.25, wlref=630, axs=axs[:,0])\n",
"cnp.plot(3400, 6200, 0.25, wlref=630, axs=axs[:,0])\n",
"cnb.plot(6200, 3400, 0.25, wlref=630, axs=axs[:,1])\n",
"cnp.plot(6200, 3400, 0.25, wlref=630, axs=axs[:,1])"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"---\n",
"\n",
"©2020 Hannu Parviainen"
]
}
],
"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": "3.7.5"
}
},
"nbformat": 4,
"nbformat_minor": 2
}