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DP1/300_Science_Demos/309_Astronomical_analysis/309_2_convert_between_photometric_systems.ipynb

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{
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"cell_type": "markdown",
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"id": "686c2789-0b71-4bc4-b15b-0b020a0d965f",
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"metadata": {},
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"source": [
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"Calculate color indices using the PSF magnitudes, and plot a color-color diagram. Color-code points by the $r$-band PSF magnitude error."
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]
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{
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"cell_type": "markdown",
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"id": "e3e1fe82-cea3-4cc2-81d6-5e9310d2ced1",
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"metadata": {},
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"source": [
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"\n",
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"| Conversion | Transformation Equation | RMS | Applicable Color Range | QA Plot |\n",
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{
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"cell_type": "markdown",
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"id": "c4f941a7-2394-4dd9-b2cf-ce5fb16f8395",
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"metadata": {},
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"source": [
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"Use the `cross_match_catalogs` function defined above to match the two catalogs based on the stars' coordinates."
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]
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{
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"cell_type": "markdown",
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"id": "8623e190-aa85-4dd0-b186-88e19483743f",
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"metadata": {},
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"source": [
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"### 3.3.3 Compare the LSSTComCam-estimated PS1 i-band magnitudes with the PanSTARRS1 DR2 i-band magnitudes"
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]
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{
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"id": "0570b618-901f-4c60-bd32-17ea8d69c99f",
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"metadata": {},
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"source": [
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"## 4. Piecewise 1st-order polynomial transformation: LSSTComCam $i$ --> DES DR2 $i$\n",
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"\n",
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{
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"cell_type": "markdown",
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"id": "35075b43-4e76-4463-a359-def323fa8520",
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"metadata": {},
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"source": [
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"![Alt text](https://rtn-099.lsst.io/_downloads/0d5bd60339db84127abb8bd0f7b096e0/qaPlot.ComCam_to_DESDR2_ECDFS.fit.dmag_i_des-i_ComCam.gi_ComCam.norder1.qa1.png)\n",
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"\n",
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"cell_type": "code",
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"execution_count": null,
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"id": "d6f731f9-1084-46fc-a881-80a62b241dd8",
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"metadata": {},
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"outputs": [],
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"source": [
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"df_lut = pd.read_csv(lut_url)\n",

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