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September 7, 2024 18:01
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Tests of spectral retrieval with IRSA
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{ | |
"cells": [ | |
{ | |
"cell_type": "code", | |
"execution_count": 1, | |
"id": "a94198dd-f904-46e2-a895-b371648e21ee", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stderr", | |
"output_type": "stream", | |
"text": [ | |
"/scratch/local/41046804/ipykernel_1892107/3083606435.py:1: DeprecationWarning: the ``irsa`` module has been moved to astroquery.ipac.irsa, please update your imports.\n", | |
" from astroquery.irsa import Irsa\n" | |
] | |
} | |
], | |
"source": [ | |
"from astroquery.irsa import Irsa\n", | |
"from astropy import units as u\n", | |
"from astropy.coordinates import SkyCoord" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 2, | |
"id": "9c3c825b-3097-4f6e-8a35-5cb889da49ad", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"['spitzer_irs_std', 'spitzer_irsenh']" | |
] | |
}, | |
"execution_count": 2, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"[x for x in Irsa.list_collections()['collection'] if 'irs' in x.lower()]" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 3, | |
"id": "71454813-3f56-4e65-a486-38299b1e1f52", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"{'spitzer.sgoods_irs_spitzer': 'Spitzer GOODS IRS Image Metadata',\n", | |
" 'spitzer.irs_std_spectra': 'Spitzer Spectra of IRS Standard Stars',\n", | |
" 'spitzer.c2d_irs_cubes': 'Spitzer C2D IRS Cubes'}" | |
] | |
}, | |
"execution_count": 3, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"{k:v for k,v in Irsa.list_catalogs().items() if 'spitzer' in v.lower() and ('irs' in k or 'irs' in v.lower())}" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 4, | |
"id": "8d586c9e-f14b-4095-ad47-2b4e14f267fc", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"{'glimpse_s07_ar': \"GLIMPSE I Spring '07 Archive (<a href='/data/SPITZER/GLIMPSE/gator_docs/GLIMPSE_colDescriptions.html' target='doc'>more complete, less reliable</a>)\",\n", | |
" 'glimpse_s07': \"GLIMPSE I Spring '07 Catalog (<a href='/data/SPITZER/GLIMPSE/gator_docs/GLIMPSE_colDescriptions.html' target='doc'>highly reliable</a>)\",\n", | |
" 'glimpse2_v2arc': \"GLIMPSE II Spring '08 Archive (<a href='/data/SPITZER/GLIMPSE/gator_docs/GLIMPSE_colDescriptions.html' target='doc'>more complete, less reliable</a>)\",\n", | |
" 'glimpse2_v2cat': \"GLIMPSE II Spring '08 Catalog (<a href='/data/SPITZER/GLIMPSE/gator_docs/GLIMPSE_colDescriptions.html' target='doc'>highly reliable</a>)\",\n", | |
" 'glimpse2ep1a08': \"GLIMPSE II Epoch 1 December '08 Archive (<a href='/data/SPITZER/GLIMPSE/gator_docs/GLIMPSE_colDescriptions.html' target='doc'>more complete, less reliable</a>)\",\n", | |
" 'glimpse2ep1c08': \"GLIMPSE II Epoch 1 December '08 Catalog (<a href='/data/SPITZER/GLIMPSE/gator_docs/GLIMPSE_colDescriptions.html' target='doc'>highly reliable</a>)\",\n", | |
" 'glimpse2ep2a09': \"GLIMPSE II Epoch 2 November '09 Archive (<a href='/data/SPITZER/GLIMPSE/gator_docs/GLIMPSE_colDescriptions.html' target='doc'>more complete, less reliable</a>)\",\n", | |
" 'glimpse2ep2mra09': \"GLIMPSE II Epoch 2 November '09 More Reliable Archive (<a href='/data/SPITZER/GLIMPSE/gator_docs/GLIMPSE_colDescriptions.html' target='doc'>more reliable</a>)\",\n", | |
" 'glimpse2sub': 'GLIMPSEII Subarray Source List',\n", | |
" 'glimpse3d_v2arc': \"GLIMPSE 3D, 2007-2009 Archive (<a href='/data/SPITZER/GLIMPSE/gator_docs/GLIMPSE_colDescriptions.html' target='doc'>more complete, less reliable</a>),(<a href='/data/SPITZER/GLIMPSE/gator_docs/GLIMPSE3D_Archive_Erratum.html' target='doc'>Erratum</a>)\",\n", | |
" 'glimpse3d_v1cat_tbl': \"GLIMPSE 3D, 2007-2009 Catalog (<a href='/data/SPITZER/GLIMPSE/gator_docs/GLIMPSE_colDescriptions.html' target='doc'>highly reliable</a>)\",\n", | |
" 'glimpse3dep1a': \"GLIMPSE 3D Epoch 1 Archive (<a href='/data/SPITZER/GLIMPSE/gator_docs/GLIMPSE_colDescriptions.html' target='doc'>more complete, less reliable</a>)\",\n", | |
" 'glimpse3dep1c': \"GLIMPSE 3D Epoch 1 Catalog (<a href='/data/SPITZER/GLIMPSE/gator_docs/GLIMPSE_colDescriptions.html' target='doc'>highly reliable</a>)\",\n", | |
" 'glimpse3dep2a': \"GLIMPSE 3D Epoch 2 Archive (<a href='/data/SPITZER/GLIMPSE/gator_docs/GLIMPSE_colDescriptions.html' target='doc'>more complete, less reliable</a>)\",\n", | |
" 'glimpse3dep2mra': \"GLIMPSE 3D Epoch 2 More Reliable Archive (<a href='/data/SPITZER/GLIMPSE/gator_docs/GLIMPSE_colDescriptions.html' target='doc'>more complete, less reliable</a>)\",\n", | |
" 'glimpse360a': \"GLIMPSE360 Archive (<a href='/data/SPITZER/GLIMPSE/gator_docs/GLIMPSE_colDescriptions.html' target='doc'>more complete, less reliable</a>)\",\n", | |
" 'glimpse360c': \"GLIMPSE360 Catalog (<a href='/data/SPITZER/GLIMPSE/gator_docs/GLIMPSE_colDescriptions.html' target='doc'>highly reliable</a>)\",\n", | |
" 'velcara': \"Vela-Carina Archive (<a href='/data/SPITZER/GLIMPSE/gator_docs/GLIMPSE_colDescriptions.html' target='doc'>more complete, less reliable</a>)\",\n", | |
" 'velcarc': \"Vela-Carina Catalog (<a href='/data/SPITZER/GLIMPSE/gator_docs/GLIMPSE_colDescriptions.html' target='doc'>highly reliable</a>)\",\n", | |
" 'deepglimpsea': \"Deep GLIMPSE Archive (<a href='/data/SPITZER/GLIMPSE/gator_docs/GLIMPSE_colDescriptions.html' target='doc'>more complete, less reliable</a>)\",\n", | |
" 'deepglimpsec': \"Deep GLIMPSE Catalog (<a href='/data/SPITZER/GLIMPSE/gator_docs/GLIMPSE_colDescriptions.html' target='doc'>highly reliable</a>)\",\n", | |
" 'glimpsepropa': \"GLIMPSE Proper Archive (<a href='/data/SPITZER/GLIMPSE/gator_docs/GLIMPSE_colDescriptions.html' target='doc'>more complete, less reliable</a>)\",\n", | |
" 'glimpsepropc': \"GLIMPSE Proper Catalog (<a href='/data/SPITZER/GLIMPSE/gator_docs/GLIMPSE_colDescriptions.html' target='doc'>highly reliable</a>)\",\n", | |
" 'apoglimpsea': \"APOGLIMPSE Archive (<a href='/data/SPITZER/GLIMPSE/gator_docs/GLIMPSE_colDescriptions.html' target='doc'>more complete, less reliable</a>)\",\n", | |
" 'apoglimpsec': \"APOGLIMPSE Catalog (<a href='/data/SPITZER/GLIMPSE/gator_docs/GLIMPSE_colDescriptions.html' target='doc'>highly reliable</a>)\",\n", | |
" 'spitzer.apoglimpse_0_6_images': 'Spitzer APOGlimpse Images',\n", | |
" 'spitzer.apoglimpse_1_2_images': 'Spitzer APOGlimpse Images',\n", | |
" 'glimpsesmoga': \"SMOG Archive (<a href='/data/SPITZER/GLIMPSE/gator_docs/GLIMPSE_colDescriptions.html' target='doc'>more complete, less reliable</a>)\",\n", | |
" 'glimpsesmogc': \"SMOG Catalog (<a href='/data/SPITZER/GLIMPSE/gator_docs/GLIMPSE_colDescriptions.html' target='doc'>highly reliable</a>)\",\n", | |
" 'glimpsecygxa': \"GLIMPSE Cygnus-X Archive (<a href='/data/SPITZER/GLIMPSE/gator_docs/GLIMPSE_colDescriptions.html' target='doc'>more complete, less reliable</a>)\",\n", | |
" 'glimpsecygxc': \"GLIMPSE Cygnus-X Catalog (<a href='/data/SPITZER/GLIMPSE/gator_docs/GLIMPSE_colDescriptions.html' target='doc'>highly reliable</a>)\",\n", | |
" 'spitzer.glimpsei_0_6': 'Spitzer GlimpseI 0.6 Image Metadata',\n", | |
" 'spitzer.glimpsei_1_2': 'Spitzer GlimpseI 1.2 Image Metadata',\n", | |
" 'spitzer.glimpseii_0_6': 'Spitzer GlimpseII 0.6 Image Metadata',\n", | |
" 'spitzer.glimpseii_1_2': 'Spitzer GlimpseII 1.2 Image Metadata',\n", | |
" 'spitzer.glimpseii_sub': 'Spitzer GlimpseII Sub Image Metadata',\n", | |
" 'spitzer.glimpse3d_0_6': 'Spitzer Glimpse3d 0.6 Image Metadata',\n", | |
" 'spitzer.glimpse3d_1_2': 'Spitzer Glimpse3d 1.2 Image Metadata',\n", | |
" 'spitzer.glimpse360_0_6': 'Spitzer Glimpse360 0.6 Image Metadata',\n", | |
" 'spitzer.glimpse360_1_2': 'Spitzer Glimpse360 1.2 Image Metadata',\n", | |
" 'spitzer.glimpse_velacar_0_6': 'Spitzer Glimpse Velacar 0.6 Image Metadata',\n", | |
" 'spitzer.glimpse_velacar_1_2': 'Spitzer Glimpse Velacar 1.2 Image Metadata',\n", | |
" 'spitzer.glimpse_deepglimpse_0_6': 'Spitzer Deep Glimpse 0.6 Image Metadata',\n", | |
" 'spitzer.glimpse_deepglimpse_1_2': 'Spitzer Deep Glimpse 1.2 Image Metadata',\n", | |
" 'spitzer.glimpse_smog_0_6': 'Spitzer Glimpse SMOG 0.6 Image Metadata',\n", | |
" 'spitzer.glimpse_smog_1_2': 'Spitzer Glimpse SMOG 1.2 Image Metadata',\n", | |
" 'spitzer.glimpse_cygx_0_6': 'Spitzer Glimpse CYGX 0.6 Image Metadata',\n", | |
" 'spitzer.glimpse_cygx_1_2': 'Spitzer Glimpse CYGX 1.2 Image Metadata',\n", | |
" 'spitzer.glimpse_images': 'Galactic Legacy Infrared Midplane Survey Extraordinaire (GLIMPSE) Images'}" | |
] | |
}, | |
"execution_count": 4, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"{k:v for k,v in Irsa.list_catalogs().items() if 'glimpse' in v.lower()}" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 5, | |
"id": "230bec86-3051-4bf4-995a-4bfef79ae94e", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"glimpse2_v2arc GLIMPSE II Spring '08 Archive (<a href='/data/SPITZER/GLIMPSE/gator_docs/GLIMPSE_colDescriptions.html' target='doc'>more complete, less reliable</a>)\n", | |
" designation tmass_designation ... htm20 cntr \n", | |
" ... \n", | |
"------------------------- ----------------- ... ------------------- --------\n", | |
"SSTGLMA G000.6689-00.0345 ... 4802331195641833984 13491911\n", | |
"SSTGLMA G000.6684-00.0355 17472052-2823015 ... 4802331195642490880 13491086\n", | |
"SSTGLMA G000.6690-00.0372 ... 4802331195642736640 13492130\n", | |
"SSTGLMA G000.6676-00.0377 ... 4802331195777086976 13489567\n", | |
"SSTGLMA G000.6664-00.0366 ... 4802331195777233920 13487171\n", | |
"SSTGLMA G000.6675-00.0362 ... 4802331195777374208 13489303\n", | |
"SSTGLMA G000.6679-00.0370 17472076-2823050 ... 4802331195777421312 13490149\n", | |
"SSTGLMA G000.6667-00.0352 ... 4802331195777582592 13487815\n", | |
"SSTGLMA G000.6677-00.0348 ... 4802331195777739264 13489752\n", | |
"SSTGLMA G000.6675-00.0382 ... 4802331195782841856 13489262\n", | |
"SSTGLMA G000.6657-00.0361 ... 4802331195783525888 13485870\n", | |
"glimpse2_v2cat GLIMPSE II Spring '08 Catalog (<a href='/data/SPITZER/GLIMPSE/gator_docs/GLIMPSE_colDescriptions.html' target='doc'>highly reliable</a>)\n", | |
" designation tmass_designation ... htm20 cntr \n", | |
" ... \n", | |
"------------------------- ----------------- ... ------------------- --------\n", | |
"SSTGLMC G000.6684-00.0355 17472052-2823015 ... 4802331195642490880 10557809\n", | |
"SSTGLMC G000.6675-00.0362 ... 4802331195777374208 10556373\n", | |
"SSTGLMC G000.6679-00.0370 17472076-2823050 ... 4802331195777421312 10557058\n", | |
"SSTGLMC G000.6667-00.0352 ... 4802331195777582592 10555149\n", | |
"SSTGLMC G000.6657-00.0361 ... 4802331195783525888 10553547\n", | |
"glimpsepropa GLIMPSE Proper Archive (<a href='/data/SPITZER/GLIMPSE/gator_docs/GLIMPSE_colDescriptions.html' target='doc'>more complete, less reliable</a>)\n", | |
" designation tmass_designation ... htm20 cntr \n", | |
" ... \n", | |
"--------------------------- ----------------- ... -------------- -------\n", | |
"SSTGLMPRA G000.6686-00.0344 ... 11714047836455 1319383\n", | |
"SSTGLMPRA G000.6679-00.0371 17472076-2823050 ... 11714048100440 1317655\n", | |
"SSTGLMPRA G000.6683-00.0358 17472052-2823015 ... 11714048100642 1318545\n", | |
"SSTGLMPRA G000.6674-00.0363 ... 11714048101170 1316479\n", | |
"SSTGLMPRA G000.6666-00.0353 ... 11714048101573 1314591\n", | |
"SSTGLMPRA G000.6674-00.0383 ... 11714048111853 1316523\n", | |
"SSTGLMPRA G000.6660-00.0370 ... 11714048111897 1313117\n", | |
"SSTGLMPRA G000.6657-00.0362 ... 11714048113202 1312334\n", | |
"glimpsepropc GLIMPSE Proper Catalog (<a href='/data/SPITZER/GLIMPSE/gator_docs/GLIMPSE_colDescriptions.html' target='doc'>highly reliable</a>)\n", | |
" designation tmass_designation ... htm20 cntr \n", | |
" ... \n", | |
"--------------------------- ----------------- ... -------------- ------\n", | |
"SSTGLMPRC G000.6679-00.0371 17472076-2823050 ... 11714048100440 901734\n", | |
"SSTGLMPRC G000.6683-00.0358 17472052-2823015 ... 11714048100642 902376\n", | |
"SSTGLMPRC G000.6674-00.0363 ... 11714048101170 900880\n", | |
"SSTGLMPRC G000.6666-00.0353 ... 11714048101573 899511\n", | |
"SSTGLMPRC G000.6657-00.0362 ... 11714048113202 897857\n" | |
] | |
} | |
], | |
"source": [ | |
"for catname, catdesc in Irsa.list_catalogs().items():\n", | |
" if 'glimpse' in catname:\n", | |
" cat = Irsa.query_region(SkyCoord.from_name('Sgr B2'), catalog=catname)\n", | |
" if len(cat) > 0:\n", | |
" print(catname, catdesc)\n", | |
" print(cat)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 6, | |
"id": "3ab8f469-e7c8-4e2a-869c-c2ae6e967fc2", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"cat = Irsa.query_region(SkyCoord.from_name('Sgr B2'), catalog='glimpsepropc')" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 7, | |
"id": "2c446995-fd15-4522-89f6-b97ec14900c8", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/html": [ | |
"<div><i>Table length=5</i>\n", | |
"<table id=\"table23174480158672\" class=\"table-striped table-bordered table-condensed\">\n", | |
"<thead><tr><th>designation</th><th>tmass_designation</th><th>tmass_cntr</th><th>l</th><th>b</th><th>dl</th><th>db</th><th>ra</th><th>dec</th><th>dra</th><th>ddec</th><th>csf</th><th>mag_j</th><th>dj_m</th><th>mag_h</th><th>dh_m</th><th>mag_ks</th><th>dks_m</th><th>mag3_6</th><th>d3_6m</th><th>mag4_5</th><th>d4_5m</th><th>mag5_8</th><th>d5_8m</th><th>mag8_0</th><th>d8_0m</th><th>f_j</th><th>df_j</th><th>f_h</th><th>df_h</th><th>f_ks</th><th>df_ks</th><th>f3_6</th><th>df3_6</th><th>f4_5</th><th>df4_5</th><th>f5_8</th><th>df5_8</th><th>f8_0</th><th>df8_0</th><th>rms_f3_6</th><th>rms_f4_5</th><th>rms_f5_8</th><th>rms_f8_0</th><th>sky_3_6</th><th>sky_4_5</th><th>sky_5_8</th><th>sky_8_0</th><th>sn_j</th><th>sn_h</th><th>sn_ks</th><th>sn_3_6</th><th>sn_4_5</th><th>sn_5_8</th><th>sn_8_0</th><th>dens_3_6</th><th>dens_4_5</th><th>dens_5_8</th><th>dens_8_0</th><th>m3_6</th><th>m4_5</th><th>m5_8</th><th>m8_0</th><th>n3_6</th><th>n4_5</th><th>n5_8</th><th>n8_0</th><th>sqf_j</th><th>sqf_h</th><th>sqf_ks</th><th>sqf_3_6</th><th>sqf_4_5</th><th>sqf_5_8</th><th>sqf_8_0</th><th>mf3_6</th><th>mf4_5</th><th>mf5_8</th><th>mf8_0</th><th>x</th><th>y</th><th>z</th><th>spt_ind</th><th>htm20</th><th>cntr</th></tr></thead>\n", | |
"<thead><tr><th></th><th></th><th></th><th>deg</th><th>deg</th><th>arcsec</th><th>arcsec</th><th>deg</th><th>deg</th><th>arcsec</th><th>arcsec</th><th></th><th>mag</th><th>mag</th><th>mag</th><th>mag</th><th>mag</th><th>mag</th><th>mag</th><th>mag</th><th>mag</th><th>mag</th><th>mag</th><th>mag</th><th>mag</th><th>mag</th><th>mJy</th><th>mJy</th><th>mJy</th><th>mJy</th><th>mJy</th><th>mJy</th><th>mJy</th><th>mJy</th><th>mJy</th><th>mJy</th><th>mJy</th><th>mJy</th><th>mJy</th><th>mJy</th><th>mJy</th><th>mJy</th><th>mJy</th><th>mJy</th><th>MJy / sr</th><th>MJy / sr</th><th>MJy / sr</th><th>MJy / sr</th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th>number/sqamin</th><th>number/sqamin</th><th>number/sqamin</th><th>number/sqamin</th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th></tr></thead>\n", | |
"<thead><tr><th>object</th><th>object</th><th>int64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>int64</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>int64</th><th>int64</th><th>int64</th><th>int64</th><th>int64</th><th>int64</th><th>int64</th><th>int64</th><th>int64</th><th>int64</th><th>int64</th><th>int64</th><th>int64</th><th>int64</th><th>int64</th><th>int64</th><th>int64</th><th>int64</th><th>int64</th><th>float64</th><th>float64</th><th>float64</th><th>int64</th><th>int64</th><th>int64</th></tr></thead>\n", | |
"<tr><td>SSTGLMPRC G000.6679-00.0371</td><td>17472076-2823050</td><td>171271581</td><td>0.667925</td><td>-0.037111</td><td>0.3</td><td>0.3</td><td>266.836559</td><td>-28.384723</td><td>0.3</td><td>0.3</td><td>0</td><td>14.960</td><td>0.055</td><td>--</td><td>--</td><td>12.422</td><td>0.043</td><td>11.223</td><td>0.049</td><td>--</td><td>--</td><td>--</td><td>--</td><td>--</td><td>--</td><td>1.654</td><td>0.084</td><td>--</td><td>--</td><td>7.164</td><td>0.284</td><td>9.107</td><td>0.414</td><td>--</td><td>--</td><td>--</td><td>--</td><td>--</td><td>--</td><td>0.732</td><td>--</td><td>--</td><td>--</td><td>6.422</td><td>--</td><td>--</td><td>--</td><td>19.74</td><td>--</td><td>25.25</td><td>21.97</td><td>--</td><td>--</td><td>--</td><td>144.0</td><td>--</td><td>--</td><td>--</td><td>6</td><td>0</td><td>0</td><td>0</td><td>6</td><td>6</td><td>0</td><td>0</td><td>25165824</td><td>--</td><td>29360128</td><td>1050112</td><td>--</td><td>--</td><td>--</td><td>48</td><td>--</td><td>--</td><td>--</td><td>-0.0485498873483973</td><td>-0.8784347391923067</td><td>-0.4753896479926775</td><td>122213120</td><td>11714048100440</td><td>901734</td></tr>\n", | |
"<tr><td>SSTGLMPRC G000.6683-00.0358</td><td>17472052-2823015</td><td>171271598</td><td>0.668297</td><td>-0.035825</td><td>0.3</td><td>0.3</td><td>266.835528</td><td>-28.383738</td><td>0.3</td><td>0.3</td><td>0</td><td>--</td><td>--</td><td>13.698</td><td>0.051</td><td>11.779</td><td>0.054</td><td>10.707</td><td>0.045</td><td>10.202</td><td>0.194</td><td>--</td><td>--</td><td>--</td><td>--</td><td>--</td><td>--</td><td>3.397</td><td>0.160</td><td>12.950</td><td>0.644</td><td>14.650</td><td>0.613</td><td>14.920</td><td>2.672</td><td>--</td><td>--</td><td>--</td><td>--</td><td>0.604</td><td>1.146</td><td>--</td><td>--</td><td>6.198</td><td>11.090</td><td>--</td><td>--</td><td>--</td><td>21.29</td><td>20.11</td><td>23.91</td><td>5.58</td><td>--</td><td>--</td><td>144.0</td><td>127.0</td><td>--</td><td>--</td><td>6</td><td>2</td><td>0</td><td>0</td><td>7</td><td>6</td><td>0</td><td>0</td><td>--</td><td>20979712</td><td>29368320</td><td>5120</td><td>9216</td><td>--</td><td>--</td><td>48</td><td>48</td><td>--</td><td>--</td><td>-0.0485661453409251</td><td>-0.8784420254929632</td><td>-0.4753745232703833</td><td>122213120</td><td>11714048100642</td><td>902376</td></tr>\n", | |
"<tr><td>SSTGLMPRC G000.6674-00.0363</td><td></td><td>--</td><td>0.667439</td><td>-0.036306</td><td>0.3</td><td>0.3</td><td>266.835491</td><td>-28.384722</td><td>0.3</td><td>0.3</td><td>0</td><td>--</td><td>--</td><td>--</td><td>--</td><td>--</td><td>--</td><td>12.725</td><td>0.084</td><td>8.767</td><td>0.099</td><td>--</td><td>--</td><td>--</td><td>--</td><td>--</td><td>--</td><td>--</td><td>--</td><td>--</td><td>--</td><td>2.283</td><td>0.177</td><td>55.920</td><td>5.082</td><td>--</td><td>--</td><td>--</td><td>--</td><td>0.530</td><td>2.603</td><td>--</td><td>--</td><td>6.385</td><td>10.070</td><td>--</td><td>--</td><td>--</td><td>--</td><td>--</td><td>12.91</td><td>11.00</td><td>--</td><td>--</td><td>144.0</td><td>127.0</td><td>--</td><td>--</td><td>6</td><td>6</td><td>0</td><td>0</td><td>7</td><td>6</td><td>0</td><td>0</td><td>--</td><td>--</td><td>--</td><td>1049600</td><td>1024</td><td>--</td><td>--</td><td>48</td><td>48</td><td>--</td><td>--</td><td>-0.0485662619237867</td><td>-0.8784338423486098</td><td>-0.4753896326377007</td><td>122213120</td><td>11714048101170</td><td>900880</td></tr>\n", | |
"<tr><td>SSTGLMPRC G000.6666-00.0353</td><td></td><td>--</td><td>0.666664</td><td>-0.035383</td><td>0.3</td><td>0.3</td><td>266.834137</td><td>-28.384906</td><td>0.3</td><td>0.3</td><td>0</td><td>--</td><td>--</td><td>--</td><td>--</td><td>--</td><td>--</td><td>13.226</td><td>0.062</td><td>8.668</td><td>0.061</td><td>--</td><td>--</td><td>--</td><td>--</td><td>--</td><td>--</td><td>--</td><td>--</td><td>--</td><td>--</td><td>1.439</td><td>0.082</td><td>61.290</td><td>3.452</td><td>--</td><td>--</td><td>--</td><td>--</td><td>0.153</td><td>5.460</td><td>--</td><td>--</td><td>6.208</td><td>7.393</td><td>--</td><td>--</td><td>--</td><td>--</td><td>--</td><td>17.58</td><td>17.76</td><td>--</td><td>--</td><td>141.0</td><td>130.0</td><td>--</td><td>--</td><td>6</td><td>6</td><td>0</td><td>0</td><td>6</td><td>6</td><td>0</td><td>0</td><td>--</td><td>--</td><td>--</td><td>1536</td><td>1024</td><td>--</td><td>--</td><td>48</td><td>48</td><td>--</td><td>--</td><td>-0.0485869365332456</td><td>-0.8784311700535408</td><td>-0.4753924579509879</td><td>122213120</td><td>11714048101573</td><td>899511</td></tr>\n", | |
"<tr><td>SSTGLMPRC G000.6657-00.0362</td><td></td><td>--</td><td>0.665722</td><td>-0.036211</td><td>0.3</td><td>0.3</td><td>266.834387</td><td>-28.386141</td><td>0.3</td><td>0.3</td><td>0</td><td>--</td><td>--</td><td>--</td><td>--</td><td>--</td><td>--</td><td>13.240</td><td>0.059</td><td>12.006</td><td>0.105</td><td>--</td><td>--</td><td>--</td><td>--</td><td>--</td><td>--</td><td>--</td><td>--</td><td>--</td><td>--</td><td>1.421</td><td>0.077</td><td>2.832</td><td>0.275</td><td>--</td><td>--</td><td>--</td><td>--</td><td>0.086</td><td>0.373</td><td>--</td><td>--</td><td>6.202</td><td>7.426</td><td>--</td><td>--</td><td>--</td><td>--</td><td>--</td><td>18.56</td><td>10.31</td><td>--</td><td>--</td><td>141.0</td><td>130.0</td><td>--</td><td>--</td><td>6</td><td>5</td><td>0</td><td>0</td><td>7</td><td>5</td><td>0</td><td>0</td><td>--</td><td>--</td><td>--</td><td>1536</td><td>512</td><td>--</td><td>--</td><td>48</td><td>48</td><td>--</td><td>--</td><td>-0.0485825377800720</td><td>-0.8784211504805666</td><td>-0.4754114212040406</td><td>122213120</td><td>11714048113202</td><td>897857</td></tr>\n", | |
"</table></div>" | |
], | |
"text/plain": [ | |
"<Table length=5>\n", | |
" designation tmass_designation ... htm20 cntr \n", | |
" ... \n", | |
" object object ... int64 int64 \n", | |
"--------------------------- ----------------- ... -------------- ------\n", | |
"SSTGLMPRC G000.6679-00.0371 17472076-2823050 ... 11714048100440 901734\n", | |
"SSTGLMPRC G000.6683-00.0358 17472052-2823015 ... 11714048100642 902376\n", | |
"SSTGLMPRC G000.6674-00.0363 ... 11714048101170 900880\n", | |
"SSTGLMPRC G000.6666-00.0353 ... 11714048101573 899511\n", | |
"SSTGLMPRC G000.6657-00.0362 ... 11714048113202 897857" | |
] | |
}, | |
"execution_count": 7, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"cat" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 8, | |
"id": "61252757-fd72-4bd2-be3e-52e3459327da", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"102495" | |
] | |
}, | |
"execution_count": 8, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"crd = SkyCoord.from_name('Sgr B2')\n", | |
"sgrb2_q_6arcmin = Irsa.query_sia(pos=(crd.ra, crd.dec, 0.1,) )\n", | |
"len(sgrb2_q_6arcmin)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 9, | |
"id": "e88cf344-8fdc-4ae8-b016-03a4c4147d79", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"crd = SkyCoord.from_name('Sgr B2')\n", | |
"sgrb2_q = Irsa.query_sia(pos=(crd.ra, crd.dec, 0.01,) )" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 10, | |
"id": "97970dd7-e115-4034-a21f-3df553cd26d6", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/html": [ | |
"<div><i>Table length=2</i>\n", | |
"<table id=\"table23174478606368\" class=\"table-striped table-bordered table-condensed\">\n", | |
"<thead><tr><th>s_ra</th><th>s_dec</th><th>facility_name</th><th>instrument_name</th><th>dataproduct_subtype</th><th>calib_level</th><th>dataproduct_type</th><th>energy_bandpassname</th><th>energy_emband</th><th>obs_id</th><th>s_resolution</th><th>em_min</th><th>em_max</th><th>em_res_power</th><th>proposal_title</th><th>access_url</th><th>access_format</th><th>access_estsize</th><th>t_exptime</th><th>s_region</th><th>obs_collection</th><th>obs_intent</th><th>algorithm_name</th><th>facility_keywords</th><th>instrument_keywords</th><th>environment_photometric</th><th>proposal_id</th><th>proposal_pi</th><th>proposal_project</th><th>target_name</th><th>target_type</th><th>target_standard</th><th>target_moving</th><th>target_keywords</th><th>obs_release_date</th><th>s_xel1</th><th>s_xel2</th><th>s_pixel_scale</th><th>position_timedependent</th><th>t_min</th><th>t_max</th><th>t_resolution</th><th>t_xel</th><th>obs_publisher_did</th><th>s_fov</th><th>em_xel</th><th>pol_states</th><th>pol_xel</th><th>cloud_access</th><th>o_ucd</th><th>upload_row_id</th></tr></thead>\n", | |
"<thead><tr><th>deg</th><th>deg</th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th>arcsec</th><th>m</th><th>m</th><th></th><th></th><th></th><th></th><th>kbyte</th><th>s</th><th>deg</th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th>arcsec</th><th></th><th>d</th><th>d</th><th>s</th><th></th><th></th><th>deg</th><th></th><th></th><th></th><th></th><th></th><th></th></tr></thead>\n", | |
"<thead><tr><th>float64</th><th>float64</th><th>object</th><th>object</th><th>object</th><th>int16</th><th>object</th><th>object</th><th>object</th><th>object</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>object</th><th>object</th><th>object</th><th>int64</th><th>float64</th><th>object</th><th>object</th><th>object</th><th>object</th><th>object</th><th>object</th><th>bool</th><th>object</th><th>object</th><th>object</th><th>object</th><th>object</th><th>bool</th><th>bool</th><th>object</th><th>object</th><th>int64</th><th>int64</th><th>float64</th><th>bool</th><th>float64</th><th>float64</th><th>float64</th><th>int64</th><th>object</th><th>float64</th><th>int64</th><th>object</th><th>int64</th><th>object</th><th>object</th><th>int64</th></tr></thead>\n", | |
"<tr><td>266.83789</td><td>-28.402397</td><td>Spitzer Space Telescope</td><td>IRS</td><td>science</td><td>1</td><td>cube</td><td>IRS-SL</td><td>Infrared</td><td>0000016DAE00</td><td>2.68</td><td>5.2e-06</td><td>1.45e-05</td><td>120.0</td><td>Spectroscopic Study of Massive YSO Candidates in the Galactic Center</td><td>https://irsa.ipac.caltech.edu/data/SPITZER/SHA/archive/proc/IRSX010300/r23965184/ch0/raw/SPITZER_S0_23965184_0043_0000_3_raw.fits</td><td>image/fits</td><td>165</td><td>6.29</td><td>POLYGON ICRS 266.836138 -28.383564 266.837305 -28.383508 266.839642 -28.42123 266.838475 -28.421285 266.836138 -28.383564</td><td>spitzer_sha</td><td>science</td><td>exposure</td><td></td><td>{"reqmode": ["IrsMap"]}</td><td>--</td><td>GC_YSO_40230</td><td>Ramirez, Solange V</td><td>Spitzer</td><td>GC_E_med_br_bkg_sl</td><td>field</td><td>--</td><td>False</td><td></td><td>2009-05-30 22:39:52</td><td>128</td><td>128</td><td>1.8</td><td>False</td><td>54593.5801049</td><td>54593.5803961037</td><td>--</td><td>4</td><td>ivo://irsa.ipac/spitzer_sha/0000016DAE00</td><td>0.064</td><td>--</td><td></td><td>--</td><td>{}</td><td></td><td>1</td></tr>\n", | |
"<tr><td>266.835817</td><td>-28.401105</td><td>Spitzer Space Telescope</td><td>IRS</td><td>science</td><td>2</td><td>spectrum</td><td>IRS-SL</td><td>Infrared</td><td>0000016DB000</td><td>2.56</td><td>5.2e-06</td><td>8.7e-06</td><td>120.0</td><td>Spectroscopic Study of Massive YSO Candidates in the Galactic Center</td><td>https://irsa.ipac.caltech.edu/data/SPITZER/SHA/archive/proc/IRSX010300/r23965696/ch0/bcd/SPITZER_S0_23965696_0012_0001_3_spect.tbl</td><td>plain/text</td><td>28</td><td>14.68</td><td>POLYGON ICRS 266.834702 -28.393234 266.835837 -28.393173 266.836932 -28.408977 266.835797 -28.409038 266.834702 -28.393234</td><td>spitzer_sha</td><td>science</td><td>exposure</td><td></td><td>{"reqmode": ["IrsStare"]}</td><td>--</td><td>GC_YSO_40230</td><td>Ramirez, Solange V</td><td>Spitzer</td><td>GC_J_faint1</td><td>field</td><td>--</td><td>False</td><td></td><td>2009-05-30 22:39:52</td><td>--</td><td>--</td><td>1.8</td><td>False</td><td>54592.2828054</td><td>54592.2829753074</td><td>--</td><td>--</td><td>ivo://irsa.ipac/spitzer_sha/0000016DB000</td><td>--</td><td>--</td><td></td><td>--</td><td>{}</td><td></td><td>1</td></tr>\n", | |
"</table></div>" | |
], | |
"text/plain": [ | |
"<Table length=2>\n", | |
" s_ra s_dec facility_name ... o_ucd upload_row_id\n", | |
" deg deg ... \n", | |
" float64 float64 object ... object int64 \n", | |
"---------- ---------- ----------------------- ... ------ -------------\n", | |
" 266.83789 -28.402397 Spitzer Space Telescope ... 1\n", | |
"266.835817 -28.401105 Spitzer Space Telescope ... 1" | |
] | |
}, | |
"execution_count": 10, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"sgrb2_tb = sgrb2_q.to_table()\n", | |
"sgrb2_tb.add_index('instrument_name')\n", | |
"sgrb2_tb.loc['IRS'][:2]" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 11, | |
"id": "a658624a-2467-41cb-8967-482523dc0db0", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"Filename: /home/adamginsburg/.astropy/cache/download/url/31fcb271f922a0a18d322337f7760047/contents\n", | |
"No. Name Ver Type Cards Dimensions Format\n", | |
" 0 PRIMARY 1 PrimaryHDU 393 (128, 128, 4) int16 \n" | |
] | |
} | |
], | |
"source": [ | |
"from astropy.io import fits\n", | |
"fh = fits.open(sgrb2_tb.loc['IRS']['access_url'][0])\n", | |
"fh.info()" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 12, | |
"id": "d6cafc20-8b1f-4957-97ad-218d17c3a746", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"image/png": 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", | |
"text/plain": [ | |
"<Figure size 640x480 with 4 Axes>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"import pylab as pl\n", | |
"for ii, imgplane in enumerate(fh[0].data):\n", | |
" pl.subplot(2,2,ii+1).imshow(imgplane, origin='lower')\n", | |
"pl.tight_layout();" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 13, | |
"id": "c96f91dd-c73a-4972-9475-d51fd1b699bb", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"image/png": 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", | |
"text/plain": [ | |
"<Figure size 640x480 with 1 Axes>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"from astropy.io import ascii\n", | |
"spec = ascii.read(sgrb2_tb.loc['IRS']['access_url'][1])\n", | |
"spec.add_index('order')\n", | |
"for order in set(spec['order']):\n", | |
" pl.errorbar(spec.loc[order]['wavelength'], spec.loc[order]['flux_density'], yerr=spec.loc[order]['error'], label=order)\n", | |
"pl.xlabel(r\"Wavelength [$\\mu$m]\")\n", | |
"pl.ylabel(\"Flux Density [Jy]\")\n", | |
"pl.title(\"Spitzer IRS spectrum\")\n", | |
"pl.legend(loc='best');" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 16, | |
"id": "a09c0157-7b29-46e1-9ddf-bbc538e7e95d", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"image/png": 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", | |
"text/plain": [ | |
"<Figure size 640x480 with 1 Axes>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"pl.scatter(sgrb2_tb.loc['IRS']['s_ra'], sgrb2_tb.loc['IRS']['s_dec'],); " | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 14, | |
"id": "a9c4da84-ecd5-4b68-9865-9cc946e0cd2b", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/html": [ | |
"<div><i>Table length=4</i>\n", | |
"<table id=\"table23174239790016\" class=\"table-striped table-bordered table-condensed\">\n", | |
"<thead><tr><th>s_ra</th><th>s_dec</th><th>facility_name</th><th>instrument_name</th><th>dataproduct_subtype</th><th>calib_level</th><th>dataproduct_type</th><th>energy_bandpassname</th><th>energy_emband</th><th>obs_id</th><th>s_resolution</th><th>em_min</th><th>em_max</th><th>em_res_power</th><th>proposal_title</th><th>access_url</th><th>access_format</th><th>access_estsize</th><th>t_exptime</th><th>s_region</th><th>obs_collection</th><th>obs_intent</th><th>algorithm_name</th><th>facility_keywords</th><th>instrument_keywords</th><th>environment_photometric</th><th>proposal_id</th><th>proposal_pi</th><th>proposal_project</th><th>target_name</th><th>target_type</th><th>target_standard</th><th>target_moving</th><th>target_keywords</th><th>obs_release_date</th><th>s_xel1</th><th>s_xel2</th><th>s_pixel_scale</th><th>position_timedependent</th><th>t_min</th><th>t_max</th><th>t_resolution</th><th>t_xel</th><th>obs_publisher_did</th><th>s_fov</th><th>em_xel</th><th>pol_states</th><th>pol_xel</th><th>cloud_access</th><th>o_ucd</th><th>upload_row_id</th></tr></thead>\n", | |
"<thead><tr><th>deg</th><th>deg</th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th>arcsec</th><th>m</th><th>m</th><th></th><th></th><th></th><th></th><th>kbyte</th><th>s</th><th>deg</th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th>arcsec</th><th></th><th>d</th><th>d</th><th>s</th><th></th><th></th><th>deg</th><th></th><th></th><th></th><th></th><th></th><th></th></tr></thead>\n", | |
"<thead><tr><th>float64</th><th>float64</th><th>object</th><th>object</th><th>object</th><th>int16</th><th>object</th><th>object</th><th>object</th><th>object</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>object</th><th>object</th><th>object</th><th>int64</th><th>float64</th><th>object</th><th>object</th><th>object</th><th>object</th><th>object</th><th>object</th><th>bool</th><th>object</th><th>object</th><th>object</th><th>object</th><th>object</th><th>bool</th><th>bool</th><th>object</th><th>object</th><th>int64</th><th>int64</th><th>float64</th><th>bool</th><th>float64</th><th>float64</th><th>float64</th><th>int64</th><th>object</th><th>float64</th><th>int64</th><th>object</th><th>int64</th><th>object</th><th>object</th><th>int64</th></tr></thead>\n", | |
"<tr><td>266.84083</td><td>-28.38722</td><td>Infrared Space Observatory</td><td>SWS</td><td>science</td><td>3</td><td>spectrum</td><td></td><td>Infrared</td><td>28702002_sws</td><td>--</td><td>2.4e-06</td><td>4.54e-05</td><td>930.0</td><td>ISO Spectra from the Short Wavelength Spectrometer</td><td>https://irsa.ipac.caltech.edu/data/SWS/spectra/sws/28702002_sws.tbl</td><td>text/plain</td><td>--</td><td>--</td><td>POINT ICRS 266.84083 -28.38722</td><td>iso_sws</td><td>science</td><td>coadd</td><td></td><td></td><td>--</td><td></td><td>G. Sloan</td><td>ISO SWS</td><td>SGR_B2</td><td>object</td><td>False</td><td>False</td><td></td><td>2003-10-10 00:00:00</td><td>--</td><td>--</td><td>--</td><td>False</td><td>--</td><td>--</td><td>--</td><td>--</td><td>ivo://irsa.ipac/iso_sws/28702002_sws</td><td>--</td><td>--</td><td></td><td>--</td><td>{}</td><td></td><td>1</td></tr>\n", | |
"<tr><td>266.84083</td><td>-28.38722</td><td>Infrared Space Observatory</td><td>SWS</td><td>preview</td><td>3</td><td>spectrum</td><td></td><td>Infrared</td><td>28702002_sws</td><td>--</td><td>2.4e-06</td><td>4.54e-05</td><td>930.0</td><td>ISO Spectra from the Short Wavelength Spectrometer</td><td>https://irsa.ipac.caltech.edu/data/SWS/gif/sws/28702002_sws.gif</td><td>image/gif</td><td>--</td><td>--</td><td>POINT ICRS 266.84083 -28.38722</td><td>iso_sws</td><td>science</td><td>coadd</td><td></td><td></td><td>--</td><td></td><td>G. Sloan</td><td>ISO SWS</td><td>SGR_B2</td><td>object</td><td>False</td><td>False</td><td></td><td>2003-10-10 00:00:00</td><td>--</td><td>--</td><td>--</td><td>False</td><td>--</td><td>--</td><td>--</td><td>--</td><td>ivo://irsa.ipac/iso_sws/28702002_sws</td><td>--</td><td>--</td><td></td><td>--</td><td>{}</td><td></td><td>1</td></tr>\n", | |
"<tr><td>266.84083</td><td>-28.38722</td><td>Infrared Space Observatory</td><td>SWS</td><td>preview</td><td>3</td><td>spectrum</td><td></td><td>Infrared</td><td>28702002_pws</td><td>--</td><td>2.4e-06</td><td>4.54e-05</td><td>930.0</td><td>ISO Spectra from the Short Wavelength Spectrometer</td><td>https://irsa.ipac.caltech.edu/data/SWS/gif/pws/28702002_pws.gif</td><td>image/gif</td><td>--</td><td>--</td><td>POINT ICRS 266.84083 -28.38722</td><td>iso_sws</td><td>science</td><td>coadd</td><td></td><td></td><td>--</td><td></td><td>G. Sloan</td><td>ISO SWS</td><td>SGR_B2</td><td>object</td><td>False</td><td>False</td><td></td><td>2003-10-10 00:00:00</td><td>--</td><td>--</td><td>--</td><td>False</td><td>--</td><td>--</td><td>--</td><td>--</td><td>ivo://irsa.ipac/iso_sws/28702002_pws</td><td>--</td><td>--</td><td></td><td>--</td><td>{}</td><td></td><td>1</td></tr>\n", | |
"<tr><td>266.84083</td><td>-28.38722</td><td>Infrared Space Observatory</td><td>SWS</td><td>science</td><td>3</td><td>spectrum</td><td></td><td>Infrared</td><td>28702002_pws</td><td>--</td><td>2.4e-06</td><td>4.54e-05</td><td>930.0</td><td>ISO Spectra from the Short Wavelength Spectrometer</td><td>https://irsa.ipac.caltech.edu/data/SWS/spectra/pws/28702002_pws.tbl</td><td>text/plain</td><td>--</td><td>--</td><td>POINT ICRS 266.84083 -28.38722</td><td>iso_sws</td><td>science</td><td>coadd</td><td></td><td></td><td>--</td><td></td><td>G. Sloan</td><td>ISO SWS</td><td>SGR_B2</td><td>object</td><td>False</td><td>False</td><td></td><td>2003-10-10 00:00:00</td><td>--</td><td>--</td><td>--</td><td>False</td><td>--</td><td>--</td><td>--</td><td>--</td><td>ivo://irsa.ipac/iso_sws/28702002_pws</td><td>--</td><td>--</td><td></td><td>--</td><td>{}</td><td></td><td>1</td></tr>\n", | |
"</table></div>" | |
], | |
"text/plain": [ | |
"<Table length=4>\n", | |
" s_ra s_dec facility_name ... o_ucd upload_row_id\n", | |
" deg deg ... \n", | |
" float64 float64 object ... object int64 \n", | |
"--------- --------- -------------------------- ... ------ -------------\n", | |
"266.84083 -28.38722 Infrared Space Observatory ... 1\n", | |
"266.84083 -28.38722 Infrared Space Observatory ... 1\n", | |
"266.84083 -28.38722 Infrared Space Observatory ... 1\n", | |
"266.84083 -28.38722 Infrared Space Observatory ... 1" | |
] | |
}, | |
"execution_count": 14, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"sgrb2_tb.loc['SWS']" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 15, | |
"id": "3feb8c03-9d72-4dce-ba7f-e9d666074ef7", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"image/png": 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", | |
"text/plain": [ | |
"<Figure size 640x480 with 1 Axes>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"spec = ascii.read(sgrb2_tb.loc['SWS']['access_url'][0])\n", | |
"pl.plot(spec['lambda'], spec['Flux'],)\n", | |
"pl.xlabel(r\"Wavelength [$\\mu$m]\")\n", | |
"pl.ylabel(\"Flux Density [Jy]\");\n", | |
"pl.title(\"ISO SWS spectrum\");" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": null, | |
"id": "ed50e83c-a7a9-4783-becc-0a3c0c3cc3f1", | |
"metadata": {}, | |
"outputs": [], | |
"source": [] | |
} | |
], | |
"metadata": { | |
"kernelspec": { | |
"display_name": "py312", | |
"language": "python", | |
"name": "py312" | |
}, | |
"language_info": { | |
"codemirror_mode": { | |
"name": "ipython", | |
"version": 3 | |
}, | |
"file_extension": ".py", | |
"mimetype": "text/x-python", | |
"name": "python", | |
"nbconvert_exporter": "python", | |
"pygments_lexer": "ipython3", | |
"version": "3.12.4" | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 5 | |
} |
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