In [18]:
import numpy as np
import pandas as pd
import astropy.units as u
import astroquery
from astroquery.irsa import Irsa
from astroquery.vizier import Vizier
Vizier.ROW_LIMIT = -1
import aplpy

import matplotlib.pyplot as plt

%matplotlib inline

In [2]:
Irsa.list_catalogs()


Out[2]:
{'allwise_p3as_psd': 'AllWISE Source Catalog',
 'allwise_p3as_mep': 'AllWISE Multiepoch Photometry Table',
 'allwise_p3as_psr': 'AllWISE Reject Table',
 'allwise_p3as_cdd': 'AllWISE Atlas Metadata Table',
 'allwise_p3am_xrf': 'AllWISE Frame Cross-Reference Table',
 'allwise_p3al_lod': 'AllWISE Atlas Inventory Table',
 'allwise_p3am_cdd': 'AllWISE Atlas Image Inventory Table',
 'neowiser_p1bs_psd': 'NEOWISE-R Single Exposure (L1b) Source Table',
 'neowiser_p1ba_mch': 'NEOWISE-R Known Solar System Object Possible Association List ( Caution )',
 'neowiser_p1bs_frm': 'NEOWISE-R Single Exposure (L1b) Frame Metadata Table',
 'neowiser_p1bl_lod': 'NEOWISE-R Single Exposure (L1b) Scan Inventory Table',
 'neowiser_p1bm_frm': 'NEOWISE-R Single Exposure (L1b) Image Inventory Table',
 'allsky_4band_p3as_psd': 'WISE All-Sky Source Catalog',
 'allsky_4band_p1bs_psd': 'WISE All-Sky Single Exposure (L1b) Source Table',
 'allsky_4band_p1ba_mch': 'WISE All-Sky Known Solar System Object Possible Association List ( Caution )',
 'allsky_4band_p3as_psr': 'WISE All-Sky Reject Table',
 'allsky_4band_p3as_cdd': 'WISE All-Sky Atlas Metadata Table',
 'allsky_4band_p3am_xrf': 'WISE All-Sky Frame Cross-Reference Table',
 'allsky_4band_p1bs_frm': 'WISE All-Sky Single Exposure (L1b) Frame Metadata Table',
 'allsky_4band_p1bl_lod': 'WISE All-Sky Single Exposure (L1b) Scan Inventory Table',
 'allsky_4band_p3al_lod': 'WISE All-Sky Atlas Inventory Table',
 'allsky_4band_p1bm_frm': 'WISE All-Sky Single Exposure (L1b) Image Inventory Table',
 'allsky_4band_p3am_cdd': 'WISE All-Sky Atlas Image Inventory Table',
 'allsky_3band_p3as_psd': 'WISE 3-Band Cryo Source Working Database ( Readme)',
 'allsky_3band_p1bs_psd': 'WISE 3-Band Cryo Single Exposure (L1b) Source Table',
 'allsky_3band_p1ba_mch': 'WISE 3-Band Cryo Known Solar System Object Possible Association List ( Caution )',
 'allsky_3band_p3as_cdd': 'WISE 3-Band Cryo Atlas Metadata Table',
 'allsky_3band_p3am_xrf': 'WISE 3-Band Cryo Frame Cross-Reference Table',
 'allsky_3band_p1bs_frm': 'WISE 3-Band Cryo Single Exposure (L1b) Frame Metadata Table',
 'allsky_3band_p1bl_lod': 'WISE 3-Band Cryo Single Exposure (L1b) Scan Inventory Table',
 'allsky_3band_p3al_lod': 'WISE 3-Band Cryo Atlas Inventory Table',
 'allsky_3band_p1bm_frm': 'WISE 3-Band Cryo Single Exposure (L1b) Image Inventory Table',
 'allsky_3band_p3am_cdd': 'WISE 3-Band Cryo Atlas Image Inventory Table',
 'allsky_2band_p1bs_psd': 'WISE Post-Cryo Single Exposure (L1b) Source Table',
 'allsky_2band_p1bs_frm': 'WISE Post-Cryo Single Exposure (L1b) Frame Metadata Table',
 'allsky_2band_p1ba_mch': 'WISE Post-Cryo Single Exposure (L1b) Known SSO Possible Association List ( Caution )',
 'allsky_2band_p1bl_lod': 'WISE Post-Cryo Single Exposure (L1b) Scan Inventory Table',
 'allsky_2band_p1bm_frm': 'WISE Post-Cryo Single Exposure (L1b) Image Inventory Table',
 'neowisesbprop': 'NEOWISE Derived Physical Properties for Small Bodies of the Solar System',
 'prelim_2band_p1bs_psd': 'WISE Preliminary Post-Cryo Single Exposure (L1b)  Source Table (Superseded)',
 'prelim_2band_p1ba_mch': 'WISE Preliminary Post-Cryo Solar System Object Possible Association List ( Caution , Superseded)',
 'prelim_2band_p1bs_frm': 'WISE Preliminary Post-Cryo Single Exposure (L1b) Frame Metadata Table (Superseded)',
 'prelim_2band_p1bl_lod': 'WISE Preliminary Post-Cryo Single Exposure (L1b) Scan Inventory Table (Superseded)',
 'prelim_2band_p1bm_frm': 'WISE Preliminary Post-Cryo Single Exposure (L1b) Image Inventory Table (Superseded)',
 'prelim_p3as_psd': 'WISE Preliminary Release Source Catalog (Superseded)',
 'prelim_p1bs_psd': 'WISE Preliminary Release Single Exposure (L1b) Source Table (Superseded)',
 'prelim_p1ba_mch': 'WISE Preliminary Release Known Solar System Object Possible Association List ( Caution , Superseded)',
 'prelim_p3as_cdd': 'WISE Preliminary Release Atlas Metadata Table (Superseded)',
 'prelim_p3am_xrf': 'WISE Preliminary Release Frame Cross-Reference Table (Superseded)',
 'prelim_p1bs_frm': 'WISE Preliminary Release Single Exposure (L1b) Frame Metadata Table (Superseded)',
 'prelim_p1bl_lod': 'WISE Preliminary Release Single Exposure (L1b) Scan Inventory Table (Superseded)',
 'prelim_p3al_lod': 'WISE Preliminary Release Atlas Inventory Table (Superseded)',
 'prelim_p1bm_frm': 'WISE Preliminary Release Single Exposure (L1b) Image Inventory Table (Superseded)',
 'prelim_p3am_cdd': 'WISE Preliminary Release Atlas Image Inventory Table (Superseded)',
 'fp_psc': '2MASS All-Sky Point Source Catalog (PSC)',
 'fp_xsc': '2MASS All-Sky Extended Source Catalog (XSC)',
 'lga_v2': 'The 2MASS Large Galaxy Atlas',
 'fp_scan_dat': '2MASS All-Sky Survey Scan Info (Read Me!)',
 'fp_coadd_dat': '2MASS All-Sky Survey Atlas Image Info',
 'pt_src_rej': '2MASS Survey Point Source Reject Table',
 'wsdb_info': '2MASS Survey Merged Point Source Information Table',
 'wsdb_link': '2MASS Survey Merged Point Source Link Table',
 'ext_src_rej': '2MASS Survey Extended Source Reject Table',
 'ewsdbf_info': '2MASS Survey Merged Extended Source Information Table',
 'ewsdbf_link': '2MASS Survey Merged Extended Source Link Table',
 'pscan_dat': '2MASS Survey Scan Info',
 'coadd_dat': '2MASS Survey Atlas Image Info',
 'pt_src_6x2': '2MASS 6X w/LMC/SMC Point Source Working Database / Catalog ( Read Me! )',
 'sixxf_info': '2MASS 6X w/LMC/SMC Merged Point Source Information Table',
 'sixxf_link': '2MASS 6X w/LMC/SMC Merged Point Source Link Table',
 'ext_src_6x2': '2MASS 6X w/LMC/SMC Extended Source Working Database / Catalog ( Read Me! )',
 'esixxf_info': '2MASS 6X w/LMC/SMC Merged Extended Source Information Table',
 'esixxf_link': '2MASS 6X w/LMC/SMC Merged Extended Source Link Table',
 'pscan_dat_6x2': '2MASS 6X w/LMC/SMC Scan Info',
 'coadd_dat_6x2': '2MASS 6X w/LMC/SMC Atlas Image Info',
 'pt_src_c': '2MASS Calibration Point Source Working Database',
 'cf_info': '2MASS Calibration Merged Point Source Information Table',
 'cf_link': '2MASS Calibration Merged Point Source Link Table',
 'ext_src_c': '2MASS Calibration Extended Source Working Database',
 'ecf_info': '2MASS Calibration Merged Extended Source Information Table',
 'ecf_link': '2MASS Calibration Merged Extended Source Link Table',
 'pscan_dat_c': '2MASS Calibration Scan Info',
 'coadd_dat_c': '2MASS Calibration Atlas Image Info',
 'deepcal_src': '2MASS Combined Calibration Field Source Table',
 'pt_src_sc': '2MASS LMC/SMC Calibration Point Source Working Database',
 'scf_info': '2MASS LMC/SMC Calibration Merged Point Source Information Table',
 'scf_link': '2MASS LMC/SMC Calibration Merged Point Source Link Table',
 'ext_src_sc': '2MASS LMC/SMC Calibration Extended Source Working Database',
 'escf_info': '2MASS LMC/SMC Calibration Merged Extended Source Information Table',
 'escf_link': '2MASS LMC/SMC Calibration Merged Extended Source Link Table',
 'pscan_dat_sc': '2MASS LMC/SMC Calibration Scan Info',
 'coadd_dat_sc': '2MASS LMC/SMC Calibration Atlas Image Info',
 'pt_src_cat': '2MASS Second Incremental Release Point Source Catalog (PSC)',
 'ext_src_cat': '2MASS Second Incremental Release Extended Source Catalog (XSC)',
 'scan_dat_2': '2MASS Second Incremental Release Survey Scan Info',
 'pt_src_cat1': '2MASS First Incremental Release Point Source Catalog (PSC)',
 'ext_src_cat1': '2MASS First Incremental Release Extended Source Catalog (XSC)',
 'scan_dat': '2MASS First Incremental Release Survey Scan Info',
 'pts_samp_cat': '2MASS Sampler Point Source Catalog (PSC)',
 'exts_samp_cat': '2MASS Sampler Extended Source Catalog (XSC)',
 'slphotdr4': 'SEIP Source List',
 'slicovv2': 'SEIP IRAC Coverage Table',
 'slmcovv2': 'SEIP MIPS Coverage Table',
 'sltracev2': 'SEIP Traceback Table',
 'irs_enhv211': 'IRS Enhanced Products',
 'a1763t2': 'Abell 1763 Source Catalog',
 'a1763t3': 'Abell 1763 MIPS 70 micron Catalog',
 'dr4_clouds_full': "C2D Fall '07 Full CLOUDS Catalog (CHA_II, LUP, OPH, PER, SER)",
 'dr4_clouds_hrel': "C2D Fall '07 High Reliability (HREL) CLOUDS Catalog (CHA_II, LUP, OPH, PER, SER)",
 'dr4_clouds_ysoc': "C2D Fall '07 candidate Young Stellar Objects (YSO) CLOUDS Catalog (CHA_II, LUP, OPH, PER, SER)",
 'dr4_off_cloud_full': "C2D Fall '07 Full OFF-CLOUD Catalog (CHA_II, LUP, OPH, PER, SER)",
 'dr4_off_cloud_hrel': "C2D Fall '07 High Reliability (HREL) OFF-CLOUD Catalog (CHA_II, LUP, OPH, PER, SER)",
 'dr4_off_cloud_ysoc': "C2D Fall '07 candidate Young Stellar Objects (YSO) OFF-CLOUD Catalog (CHA_II, LUP, OPH, PER, SER)",
 'dr4_cores_full': "C2D Fall '07 Full CORES Catalog",
 'dr4_cores_hrel': "C2D Fall '07 High Reliability (HREL) CORES Catalog",
 'dr4_cores_ysoc': "C2D Fall '07 candidate Young Stellar Objects (YSO) CORES Catalog",
 'dr4_stars_full': "C2D Fall '07 Full STARS Catalog",
 'dr4_stars_hrel': "C2D Fall '07 High Reliability (HREL) STARS Catalog",
 'dr4_stars_ysoc': "C2D Fall '07 candidate Young Stellar Objects (YSO) STARS Catalog",
 'dr4_MM': "C2D Fall '07 Millimeter (MM) Sources Catalog (OPH, PER, SER Clouds)",
 'dr4_trans1_full': "C2D Fall '07 Perseus Epoch 1 Transient Sources FULL Catalog",
 'dr4_trans2_full': "C2D Fall '07 Perseus Epoch 2 Transient Sources FULL Catalog",
 'clash36_v2': 'CLASH 3.6 micron Catalog',
 'clash45_v2': 'CLASH 4.5 micron Catalog',
 'clash58_v2': 'CLASH 5.8 micron Catalog',
 'clash80_v2': 'CLASH 8.0 micron Catalog',
 'csi2264t1': 'CSI 2264 Object Table',
 'csi2264t2': 'CSI 2264 CoRoT Light Curves',
 'csi2264t3': 'CSI 2264 Spitzer Light Curves',
 'cygx_arch': 'Cygnus-X Archive',
 'cygx_cat': 'Cygnus-X Catalog',
 'dustingsfull': 'DUSTiNGS Full Catalog',
 'dustingsgsc': 'DUSTiNGS Good Source Catalog',
 'feps_phot': 'FEPS Photometry Catalog',
 'xfls_i1m': 'Extragalactic FLS IRAC Channel 1 Main Field Catalog',
 'xfls_i2m': 'Extragalactic FLS IRAC Channel 2 Main Field Catalog',
 'xfls_i3m': 'Extragalactic FLS IRAC Channel 3 Main Field Catalog',
 'xfls_i4m': 'Extragalactic FLS IRAC Channel 4 Main Field Catalog',
 'xfls_i1v': 'Extragalactic FLS IRAC Channel 1 Verification Field Catalog',
 'xfls_i2v': 'Extragalactic FLS IRAC Channel 2 Verification Field Catalog',
 'xfls_i3v': 'Extragalactic FLS IRAC Channel 3 Verification Field Catalog',
 'xfls_i4v': 'Extragalactic FLS IRAC Channel 4 Verification Field Catalog',
 'xfls_iallm': 'Extragalactic FLS IRAC Bandmerged Main Field Catalog',
 'xfls_iallv': 'Extragalactic FLS IRAC Bandmerged Verification Field Catalog',
 'xfls_m1t2': 'Extragalactic FLS MIPS 24 micron Extended Source Catalog',
 'xfls_m1t4': 'Extragalactic FLS MIPS 24 micron Calibration Star Catalog',
 'xfls_m1t5': 'Extragalactic FLS MIPS 24 micron Point Source Catalog',
 'xfls_m2': 'Extragalactic FLS MIPS 70 micron Catalog',
 'xfls_m3': 'Extragalactic FLS MIPS 160 micron Catalog',
 'xfls_kpno': 'Extragalactic FLS KPNO R-band Source List',
 'fls_release_v2_mmt_spectra': 'FLS MMT/Hectospec Spectroscopic Catalog (V2)',
 'fls_release_v2_photom': 'FLS SDSS and MIPS Astrometric and Photometric Catalog (V2)',
 'fls_release_v2_sdss_spectra': 'FLS SDSS Spectroscopic Catalog (V2)',
 'xfls_w2': 'Extragalactic FLS WIYN/Hydra Spectroscopic Catalog',
 'xfls_w3': 'Extragalactic FLS WIYN/Hydra Line Strength and Equivalent Width Catalog',
 'xfls_w4': 'Extragalactic FLS WIYN/Hydra Line Ratios and Extinction Catalog',
 'galcen_psc': 'Point Source in a Spitzer/IRAC Survey of the Galactic Center (Ramirez et al. 2008)',
 'glimpse_s07_ar': "GLIMPSE I Spring '07 Archive (more complete, less reliable)",
 'glimpse_s07': "GLIMPSE I Spring '07 Catalog (highly reliable)",
 'glimpse2_v2arc': "GLIMPSE II Spring '08 Archive (more complete, less reliable)",
 'glimpse2_v2cat': "GLIMPSE II Spring '08 Catalog (highly reliable)",
 'glimpse2ep1a08': "GLIMPSE II Epoch 1 December '08 Archive (more complete, less reliable)",
 'glimpse2ep1c08': "GLIMPSE II Epoch 1 December '08 Catalog (highly reliable)",
 'glimpse2ep2a09': "GLIMPSE II Epoch 2 November '09 Archive (more complete, less reliable)",
 'glimpse2ep2mra09': "GLIMPSE II Epoch 2 November '09 More Reliable Archive (more reliable)",
 'glimpse2sub': 'GLIMPSEII Subarray Source List',
 'glimpse3d_v2arc': 'GLIMPSE 3D, 2007-2009 Archive (more complete, less reliable),(Erratum)',
 'glimpse3d_v1cat_tbl': 'GLIMPSE 3D, 2007-2009 Catalog (highly reliable)',
 'glimpse3dep1a': 'GLIMPSE 3D Epoch 1 Archive (more complete, less reliable)',
 'glimpse3dep1c': 'GLIMPSE 3D Epoch 1 Catalog (highly reliable)',
 'glimpse3dep2a': 'GLIMPSE 3D Epoch 2 Archive (more complete, less reliable)',
 'glimpse3dep2mra': 'GLIMPSE 3D Epoch 2 More Reliable Archive (more complete, less reliable)',
 'glimpse360a': 'GLIMPSE360 Archive (more complete, less reliable)',
 'glimpse360c': 'GLIMPSE360 Catalog (highly reliable)',
 'velcara': 'Vela-Carina Archive (more complete, less reliable)',
 'velcarc': 'Vela-Carina Catalog (highly reliable)',
 'deepglimpsea': 'Deep GLIMPSE Archive (more complete, less reliable)',
 'deepglimpsec': 'Deep GLIMPSE Catalog (highly reliable)',
 'glimpsepropa': 'GLIMPSE Proper Archive (more complete, less reliable)',
 'glimpsepropc': 'GLIMPSE Proper Catalog (highly reliable)',
 'glimpsesmoga': 'SMOG Archive (more complete, less reliable)',
 'glimpsesmogc': 'SMOG Catalog (highly reliable)',
 'glimpsecygxa': 'GLIMPSE Cygnus-X Archive (more complete, less reliable)',
 'glimpsecygxc': 'GLIMPSE Cygnus-X Catalog (highly reliable)',
 'goodsn_mips24': 'GOODS-N MIPS 24 micron Photometry Catalog',
 'goods_mips24': 'GOODS-S MIPS 24 micron Photometry Catalog',
 'goodsnirs16': 'GOODS-N IRS 16 micron Photometry Catalog',
 'goodssirs16': 'GOODS-S IRS 16 micron Photometry Catalog',
 'm31irac': 'M31 IRAC Catalog',
 'mipslg': 'MIPS Local Galaxies Catalog',
 'mipsgala': 'MIPSGAL Archive',
 'mipsgalc': 'MIPSGAL Catalog',
 's4gcat': 'Spitzer Survey of Stellar Structure in Galaxies (S4G)',
 'safires70': 'Spitzer Archival Far-Infrared Extragalactic Survey (SAFIRES) MIPS 70 micron Catalog',
 'safires160': 'Spitzer Archival Far-Infrared Extragalactic Survey (SAFIRES) MIPS 160 micron Catalog',
 'sagearciracv2': "SAGE Winter '08 IRAC Epoch 1 and Epoch 2 Archive (more complete, less reliable)",
 'sagecatiracv2': "SAGE Winter '08 IRAC Epoch 1 and Epoch 2 Catalog (more reliable)",
 'sage_ar_irac': 'SAGE IRAC Single Frame + Mosaic Photometry Archive (more complete, less reliable)',
 'sage_cat_irac': 'SAGE IRAC Single Frame + Mosaic Photometry Catalog (more reliable)',
 'sage_ar_irac_e1e2': 'SAGE IRAC Epoch 1 and Epoch 2 Archive (more complete, less reliable)',
 'sage_cat_irac_e1e2': 'SAGE IRAC Epoch 1 and Epoch 2 Catalog (more reliable)',
 'sage_ar_irac_match': 'SAGE IRAC Matched Epoch Catalog (more complete, less reliable)',
 'sage_cat_irac_match': 'SAGE IRAC Matched Epoch Archive (more reliable)',
 'sage_ar_irac_off': 'SAGE IRAC Offset Position Epoch 1 and Epoch 2 Archive (more complete, less reliable)',
 'sage_cat_irac_off': 'SAGE IRAC Offset Position Epoch 1 and Epoch 2 Catalog (more reliable)',
 'sagecatmips24v2': "SAGE Winter '08 MIPS 24 um Epoch 1 and Epoch 2 Catalog (more reliable)",
 'sage_cat_m24': 'SAGE MIPS 24 um Epoch 1 and Epoch 2 Catalog (more reliable)',
 'sage_full_m24': 'SAGE MIPS 24 um Epoch 1 and Epoch 2 Full List (more complete, less reliable)',
 'sage_cat_m24_match': 'SAGE MIPS 24 um Matched Epoch Catalog (more reliable)',
 'sage_full_m24_match': 'SAGE MIPS 24 um Matched Epoch Full List (more complete, less reliable)',
 'sage_cat_m70': 'SAGE MIPS 70 um Combined Epoch Catalog (more reliable)',
 'sage_full_m70': 'SAGE MIPS 70 um Combined Epoch Full List (more complete, less reliable)',
 'sage_cat_m160': 'SAGE MIPS 160 um Combined Epoch Catalog (more reliable)',
 'sage_full_m160': 'SAGE MIPS 160 um Combined Epoch Catalog (more complete, less reliable)',
 'sagefull': 'SAGE-Var LMC Full Catalog',
 'sagevar': 'SAGE-Var LMC Variable Catalog',
 'sagesmc_iracadr3': 'SAGE-SMC IRAC Single Frame + Mosaic Photometry Archive v1.5',
 'sagesmc_iraccdr3': 'SAGE-SMC IRAC Single Frame + Mosaic Photometry Catalog v1.5',
 'sagesmc_iracep1a': 'SAGE-SMC IRAC Epoch 1 Archive (less reliable)',
 'sagesmc_iracep1c': 'SAGE-SMC IRAC Epoch 1 Catalog (more reliable)',
 'sagesmc_iraca': 'SAGE-SMC IRAC Epoch 0, Epoch 1, and Epoch 2 Archive (less reliable)',
 'sagesmc_iracc': 'SAGE-SMC IRAC Epoch 0, Epoch 1, and Epoch 2 Catalog (more reliable)',
 'sagesmc_mips24ep1c': 'SAGE-SMC MIPS 24um Epoch 1 Catalog (more reliable)',
 'sagesmc_mips24ep1f': 'SAGE-SMC MIPS 24um Epoch 1 Full List (less reliable)',
 'sagesmc_mips24f': 'SAGE-SMC MIPS 24 um Epoch 0, Epoch 1, and Epoch 2 Full List (more complete, less reliable)',
 'sagesmc_mips24c': 'SAGE-SMC MIPS 24 um Epoch 0, Epoch 1, and Epoch 2 Catalog (more reliable)',
 'sagesmc_mips70f': 'SAGE-SMC MIPS 70um Combined Epoch Full List (more complete, less reliable)',
 'sagesmc_mips70c': 'SAGE-SMC MIPS 70um Combined Epoch Catalog (more reliable)',
 'sagesmc_mips160f': 'SAGE-SMC MIPS 160um Combined Epoch Full List (more complete, less reliable)',
 'sagesmc_mips160c': 'SAGE-SMC MIPS 160um Combined Epoch Catalog (more reliable)',
 'sagesmcfull': 'SAGE-Var SMC Full Catalog',
 'sagesmcvar': 'SAGE-Var SMC Variable Catalog',
 'ssid2': 'SAGE-Spec ID Search',
 'sass_v3': 'SASS October 2011 Catalog',
 'scosmos_irac_0407': 'S-COSMOS IRAC 4-channel Photometry Catalog June 2007 (README)',
 'scosmos_mips_24_go2': 'S-COSMOS MIPS 24um MAIN Photometry Catalog June 2007 ((Aug 2008: Important Flux-correction Note))',
 'scosmos_mips_24_go2_deep': 'S-COSMOS MIPS 24um DEEP Photometry Catalog June 2007 ((Aug 2008: Important Flux-correction Note))',
 'scosmos_mips_70_v3': 'S-COSMOS MIPS 70um Photometry Catalog v3 Jan 2009',
 'scosmos_mips_160_v3': 'S-COSMOS MIPS 160um Photometry Catalog v3 Jan 2009',
 'sdwfs_ch1_stack': "SDWFS Aug'09 DR1.1 IRAC 3.6um-Selected Total Coadd Stack",
 'sdwfs_ch2_stack': "SDWFS Aug '09 DR1.1 IRAC 4.5um-Selected Total Coadd Stack",
 'sdwfs_ch3_stack': "SDWFS Aug '09 DR1.1 IRAC 5.8um-Selected Total Coadd Stack",
 'sdwfs_ch4_stack': "SDWFS Aug '09 DR1.1 IRAC 8.0um-Selected Total Coadd Stack",
 'sdwfs_ch1_epoch1': "SDWFS Aug '09 DR1.1 IRAC 3.6um-Selected 3x30sec Coadd, epoch 1 (Jan '04)",
 'sdwfs_ch2_epoch1': "SDWFS Aug '09 DR1.1 IRAC 4.5um-Selected 3x30sec Coadd, epoch 1 (Jan '04)",
 'sdwfs_ch3_epoch1': "SDWFS Aug '09 DR1.1 IRAC 5.8um-Selected 3x30sec Coadd, epoch 1 (Jan '04)",
 'sdwfs_ch4_epoch1': "SDWFS Aug '09 DR1.1 IRAC 8.0um-Selected 3x30sec Coadd, epoch 1 (Jan '04)",
 'sdwfs_ch1_epoch2': "SDWFS Aug '09 DR1.1 IRAC 3.6um-Selected 3x30sec Coadd, epoch 2 (Aug '07)",
 'sdwfs_ch2_epoch2': "SDWFS Aug '09 DR1.1 IRAC 4.5um-Selected 3x30sec Coadd, epoch 2 (Aug '07)",
 'sdwfs_ch3_epoch2': "SDWFS Aug '09 DR1.1 IRAC 5.8um-Selected 3x30sec Coadd, epoch 2 (Aug '07)",
 'sdwfs_ch4_epoch2': "SDWFS Aug '09 DR1.1 IRAC 8.0um-Selected 3x30sec Coadd, epoch 2 (Aug '07)",
 'sdwfs_ch1_epoch3': "SDWFS Aug '09 DR1.1 IRAC 3.6um-Selected 3x30sec Coadd, epoch 3 (Feb '08)",
 'sdwfs_ch2_epoch3': "SDWFS Aug '09 DR1.1 IRAC 4.5um-Selected 3x30sec Coadd, epoch 3 (Feb '08)",
 'sdwfs_ch3_epoch3': "SDWFS Aug '09 DR1.1 IRAC 5.8um-Selected 3x30sec Coadd, epoch 3 (Feb '08)",
 'sdwfs_ch4_epoch3': "SDWFS Aug '09 DR1.1 IRAC 8.0um-Selected 3x30sec Coadd, epoch 3 (Feb '08)",
 'sdwfs_ch1_epoch4': "SDWFS Aug '09 DR1.1 IRAC 3.6um-Selected 3x30sec Coadd, epoch 4 (Mar '08)",
 'sdwfs_ch2_epoch4': "SDWFS Aug '09 DR1.1 IRAC 4.5um-Selected 3x30sec Coadd, epoch 4 (Mar '08)",
 'sdwfs_ch3_epoch4': "SDWFS Aug '09 DR1.1 IRAC 5.8um-Selected 3x30sec Coadd, epoch 4 (Mar '08)",
 'sdwfs_ch4_epoch4': "SDWFS Aug '09 DR1.1 IRAC 8.0um-Selected 3x30sec Coadd, epoch 4 (Mar '08)",
 'sdwfs_lcurve': 'SDWFS Light Curve Catalog',
 'sdwfs_var': 'SDWFS Variability Catalog',
 'sepm24': 'SEP MIPS 24 micron Point Source Catalog',
 'sepm70': 'SEP MIPS 70 micron Point Source Catalog',
 'sepmext': 'SEP MIPS Extended Source Catalog',
 'sepirac': 'SEP IRAC-based Multiwavelength Photometric Catalog',
 'servscdfsi1': 'SERVS CDFS 3.6 micron Catalog',
 'servscdfsi2': 'SERVS CDFS 4.5 micron Catalog',
 'servscdfsi12': 'SERVS CDFS 2-band Catalog (highly reliable)',
 'servseni1': 'SERVS ELAIS N1 3.6 micron Catalog',
 'servseni2': 'SERVS ELAIS N1 4.5 micron Catalog',
 'servseni12': 'SERVS ELAIS N1 2-band Catalog (highly reliable)',
 'servsesi1': 'SERVS ELAIS S1 3.6 micron Catalog',
 'servsesi2': 'SERVS ELAIS S1 4.5 micron Catalog',
 'servsesi12': 'SERVS ELAIS S1 2-band Catalog (highly reliable)',
 'servslhi1': 'SERVS Lockman Hole 3.6 micron Catalog',
 'servslhi2': 'SERVS Lockman Hole 4.5 micron Catalog',
 'servslhi12': 'SERVS Lockman Hole 2-band Catalog (highly reliable)',
 'servsxmmi1': 'SERVS XMM-LSS 3.6 micron Catalog',
 'servsxmmi2': 'SERVS XMM-LSS 4.5 micron Catalog',
 'servsxmmi12': 'SERVS XMM-LSS 2-band Catalog (highly reliable)',
 'shelacomb': 'SHELA Combined Epoch IRAC Catalog',
 'shelaep1': 'SHELA Epoch 1 IRAC Catalog',
 'shelaep2': 'SHELA Epoch 2 IRAC Catalog',
 'shelaep3': 'SHELA Epoch 3 IRAC Catalog',
 'shelasdss': 'SHELA-SDSS Stripe 82 Catalog',
 'simple': 'SIMPLE Photometry Catalog',
 'spiesch1': 'SpIES 3.6 micron-only Catalog',
 'spiesch2': 'SpIES 4.5 micron-only Catalog',
 'spiesch12': 'SpIES Dual-band Catalog',
 'spuds_irac': 'SpUDS IRAC Catalog',
 'spuds_mips': 'SpUDS MIPS Catalog',
 'ssdf1': 'SSDF IRAC Ch1 Catalog',
 'ssdf2': 'SSDF IRAC Ch2 Catalog',
 'chandra_cat_f05': "SWIRE CDFS Region Fall '05  Spitzer Catalog",
 'chandra_24_cat_f05': "SWIRE CDFS Region 24um Fall '05 Spitzer Catalog",
 'chandra_70_cat_f05': "SWIRE CDFS Region 70um Fall '05 Spitzer Catalog",
 'chandra_160_cat_f05': "SWIRE CDFS Region 160um Fall '05 SWIRE Spitzer Catalog",
 'elaisn1_cat_s05': "SWIRE ELAIS N1 Region Spring '05 Spitzer Catalog",
 'elaisn1_24_cat_s05': "SWIRE ELAIS N1 Region 24um Spring '05 Spitzer Catalog",
 'elaisn1_70_cat_s05': "SWIRE ELAIS N1 Region 70um Spring '05 Spitzer Catalog",
 'elaisn1_160_cat_s05': "SWIRE ELAIS N1 Region 160um Spring '05 Spitzer Catalog",
 'elaisn2_cat_s05': "SWIRE ELAIS N2 Region Spring '05 Spitzer Catalog",
 'elaisn2_24_cat_s05': "SWIRE ELAIS N2 Region 24um Spring '05 Spitzer Catalog",
 'elaisn2_70_cat_s05': "SWIRE ELAIS N2 Region 70um Spring '05 Spitzer Catalog",
 'elaisn2_160_cat_s05': "SWIRE ELAIS N2 Region 160um Spring '05 Spitzer Catalog",
 'elaiss1_cat_f05': "SWIRE ELAIS S1 Region Fall '05 SWIRE Spitzer Catalog",
 'elaiss1_24_cat_f05': "SWIRE ELAIS S1 Region 24um Fall '05 Spitzer Catalog",
 'elaiss1_70_cat_f05': "SWIRE ELAIS S1 Region 70um Fall '05 Spitzer Catalog",
 'elaiss1_160_cat_f05': "SWIRE ELAIS S1 Region 160um Fall '05 Spitzer Catalog",
 'lockman_cat_s05': "SWIRE Lockman Region Spring '05 SWIRE Spitzer Catalog",
 'swire_lhisod': 'SWIRE Lockman Hole ISOCAM Deep Field Catalog',
 'swire_lhisos': 'SWIRE Lockman Hole ISOCAM Shallow Field Catalog',
 'lockman_24_cat_s05': "SWIRE Lockman Region 24um Spring '05 Spitzer Catalog",
 'lockman_70_cat_s05': "SWIRE Lockman Region 70um Spring '05 Spitzer Catalog",
 'lockman_160_cat_s05': "SWIRE Lockman Region 160um Spring '05 Spitzer Catalog",
 'xmm_cat_s05': "SWIRE XMM_LSS Region Spring '05 Spitzer Catalog",
 'xmm_24_cat_s05': "SWIRE XMM_LSS Region 24um Spring '05 Spitzer Catalog",
 'xmm_70_cat_s05': "SWIRE XMM_LSS Region 70um Spring '05 Spitzer Catalog",
 'xmm_160_cat_s05': "SWIRE XMM_LSS Region 160um Spring '05 Spitzer Catalog",
 'taurus_2008_2_1': 'Taurus Catalog October 2008 v2.1',
 'ysoggd1215obj': 'YSOVAR GGD 12-15 Object Table',
 'ysoggd1215lc': 'YSOVAR GGD 12-15 Light Curve Table',
 'ysoi20050obj': 'YSOVAR IRAS 20050+2720 Object Table',
 'ysoi20050lc': 'YSOVAR IRAS 20050+2720 Light Curve Table',
 'ysol1688obj': 'YSOVAR L1688 Object Table',
 'ysol1688lc': 'YSOVAR L1688 Light Curve Table',
 'yson1333obj': 'YSOVAR NGC1333 Object Table',
 'yson1333lc': 'YSOVAR NGC1333 Light Curve Table',
 'ercscbm': 'Planck ERCSC Bandmerged Catalog',
 'planckphz': 'Planck List of High Redshift Source Candidates',
 'com_pccs2_030': 'Planck PCCS2 30GHz Catalog',
 'com_pccs2_044': 'Planck PCCS2 44GHz Catalog',
 'com_pccs2_070': 'Planck PCCS2 70GHz Catalog',
 'com_pccs2_100': 'Planck PCCS2 100GHz Catalog',
 'com_pccs2_143': 'Planck PCCS2 143GHz Catalog',
 'com_pccs2_217': 'Planck PCCS2 217GHz Catalog',
 'com_pccs2_353': 'Planck PCCS2 353GHz Catalog',
 'com_pccs2_545': 'Planck PCCS2 545GHz Catalog',
 'com_pccs2_857': 'Planck PCCS2 857GHz Catalog',
 'com_pccs2e_100': 'Planck PCCS2E 100GHz Catalog (lower reliability)',
 'com_pccs2e_143': 'Planck PCCS2E 143GHz Catalog (lower reliability)',
 'com_pccs2e_217': 'Planck PCCS2E 217GHz Catalog (lower reliability)',
 'com_pccs2e_353': 'Planck PCCS2E 353GHz Catalog (lower reliability)',
 'com_pccs2e_545': 'Planck PCCS2E 545GHz Catalog (lower reliability)',
 'com_pccs2e_857': 'Planck PCCS2E 857GHz Catalog (lower reliability)',
 'com_pccs2_sz_mmf1': 'Planck PR2 Sunyaev-Zeldovich Cluster MMF1 List',
 'com_pccs2_sz_mmf3': 'Planck PR2 Sunyaev-Zeldovich Cluster MMF3 List',
 'com_pccs2_sz_pws': 'Planck PR2 Sunyaev-Zeldovich Cluster PwS List',
 'com_pccs2_sz_union': 'Planck PR2 Sunyaev-Zeldovich Cluster UNION List',
 'com_pccs2_gcc': 'Planck Catalog of Galactic Cold Clumps',
 'com_pccs1_030': 'Planck PCCS 30GHz Catalog',
 'com_pccs1_044': 'Planck PCCS 44GHz Catalog',
 'com_pccs1_070': 'Planck PCCS 70GHz Catalog',
 'com_pccs1_100': 'Planck PCCS 100GHz Catalog',
 'com_pccs1_143': 'Planck PCCS 143GHz Catalog',
 'com_pccs1_217': 'Planck PCCS 217GHz Catalog',
 'com_pccs1_353': 'Planck PCCS 353GHz Catalog',
 'com_pccs1_545': 'Planck PCCS 545GHz Catalog',
 'com_pccs1_857': 'Planck PCCS 857GHz Catalog',
 'com_pccs1_sz_mmf1': 'Planck Sunyaev-Zeldovich Cluster MMF1 List',
 'com_pccs1_sz_mmf3': 'Planck Sunyaev-Zeldovich Cluster MMF3 List',
 'com_pccs1_sz_pws': 'Planck Sunyaev-Zeldovich Cluster PwS List',
 'com_pccs1_sz_union2': 'Planck Sunyaev-Zeldovich Cluster UNION List v2.1',
 'ercsc_f030_e': 'Planck ERCSC 30GHz Catalog',
 'ercsc_f044_e': 'Planck ERCSC 44GHz Catalog',
 'ercsc_f070_e': 'Planck ERCSC 70GHz Catalog',
 'ercsc_f100_e': 'Planck ERCSC 100GHz Catalog',
 'ercsc_f143_e': 'Planck ERCSC 143GHz Catalog',
 'ercsc_f217_e': 'Planck ERCSC 217GHz Catalog',
 'ercsc_f353_e': 'Planck ERCSC 353GHz Catalog',
 'ercsc_f545_e': 'Planck ERCSC 545GHz Catalog',
 'ercsc_f857_e': 'Planck ERCSC 857GHz Catalog',
 'ecc': 'Planck Early Cold Core Source List (ECC)',
 'esz': 'Planck Early Sunyaev-Zeldovich Cluster List (ESZ)',
 'ppsc_70': 'PACS Point Source Catalog: 70 microns',
 'ppsc_100': 'PACS Point Source Catalog: 100 microns',
 'ppsc_160': 'PACS Point Source Catalog: 160 microns',
 'ppsc_extsl': 'PACS Point Source Catalog: Extended Source List',
 'ppsc_obstbl': 'PACS Point Source Catalog: Observation Table',
 'ppsc_rejsl': 'PACS Point Source Catalog: Rejected Source List',
 'spsc250': 'SPIRE Point Source Catalog: 250 microns',
 'spsc350': 'SPIRE Point Source Catalog: 350 microns',
 'spsc500': 'SPIRE Point Source Catalog: 500 microns',
 'spscxid': 'SPIRE Point Source Catalog Cross-Reference Matrix',
 'acmccat': 'ACMC Catalog',
 'dunes': 'DUNES Catalog',
 'hgoodsn': 'GOODS North Catalog',
 'hgoodss': 'GOODS South Catalog',
 'hatlas': 'H-ATLAS Catalog',
 'hatlasall': 'H-ATLAS All Potential Counterparts Catalog',
 'heritagelphot': 'HERITAGE LMC Band-Matched Catalog',
 'heritagelclass': 'HERITAGE LMC Band-Matched Classification Table',
 'heritagel100': 'HERITAGE LMC PACS 100 micron Catalog',
 'heritagel160': 'HERITAGE LMC PACS 160 micron Catalog',
 'heritagel250': 'HERITAGE LMC SPIRE 250 micron Catalog',
 'heritagel350': 'HERITAGE LMC SPIRE 350 micron Catalog',
 'heritagel500': 'HERITAGE LMC SPIRE 500 micron Catalog',
 'heritagesphot': 'HERITAGE SMC Band-Matched Catalog',
 'heritagesclass': 'HERITAGE SMC Band-Matched Classification Table',
 'heritages100': 'HERITAGE SMC PACS 100 micron Catalog',
 'heritages160': 'HERITAGE SMC PACS 160 micron Catalog',
 'heritages250': 'HERITAGE SMC SPIRE 250 micron Catalog',
 'heritages350': 'HERITAGE SMC SPIRE 350 micron Catalog',
 'heritages500': 'HERITAGE SMC SPIRE 500 micron Catalog',
 'hermesdr4xid250': 'HerMES DR4 Band-merged Catalog (250 micron positions)',
 'hermespacsxid24': 'HerMES DR4 PACS Catalog (24 micron positions)',
 'hermescosmosxidp': 'HerMES DR4 COSMOS-XID+ Catalog (24 micron positions)',
 'hermesscat250': 'HerMES 250 micron StarFinder Catalog',
 'hermesscat250sxt': 'HerMES 250 micron SUSSEXtractor Catalog',
 'hermesscat350': 'HerMES 350 micron StarFinder Catalog',
 'hermesscat350sxt': 'HerMES 350 micron SUSSEXtractor Catalog',
 'hermesscat500': 'HerMES 500 micron StarFinder Catalog',
 'hermesscat500sxt': 'HerMES 500 micron SUSSEXtractor Catalog',
 'hermesxid24': 'HerMES Band-merged Catalog (24 micron positions)',
 'higal70': 'Hi-GAL 70 micron Photometric Catalog',
 'higal160': 'Hi-GAL 160 micron Photometric Catalog',
 'higal250': 'Hi-GAL 250 micron Photometric Catalog',
 'higal350': 'Hi-GAL 350 micron Photometric Catalog',
 'higal500': 'Hi-GAL 500 micron Photometric Catalog',
 'hopsdata': 'Herschel Orion Protostars Survey SED Data Catalog',
 'hopsfits': 'Herschel Orion Protostars Survey SED Fits Catalog',
 'hpdpsso': 'HPDP SSO Table',
 'pep100': 'PEP PACS 100 micron Catalog',
 'pep160': 'PEP PACS 160 micron Catalog',
 'pepprior': 'PEP PACS Extractions Using MIPS 24 micron Priors',
 'pepgoodss70': 'PEP PACS 70 micron GOODS-S Catalog',
 'pepxid': 'PEP PACS and MIPS Cross-IDs Catalog',
 'pep250': 'PEP SPIRE 250 micron Catalog',
 'pep350': 'PEP SPIRE 350 micron Catalog',
 'pep500': 'PEP SPIRE 500 micron Catalog',
 'peplh24': 'PEP Lockman Hole MIPS 24 micron Comparison Catalog',
 'gaia_source_dr1': 'Gaia Catalogue',
 'gaia_tgas_source': 'Tycho-Gaia Astrometric Solution (TGAS) Source Table',
 'gaia_pho_var_t_ser': 'Gaia G-band Time Series of Variable Sources',
 'gaia_pho_var_t_ser_stat_par': 'Gaia Statistical Parameters for G-band Time Series of Variable',
 'gaia_cepheid': 'Gaia Cepheid Table',
 'gaia_rrlyrae': 'Gaia RR Lyrae Table',
 'gaia_variablesummary': 'Gaia Summary of Variables',
 'gaia_qso_icrf2_01_01': 'Gaia QSO Table',
 'gaia_allwise_best_neighbour': 'Gaia AllWISE Best Neighbor Cross-Reference',
 'gaia_allwise_neighbourhood': 'Gaia AllWISE Neighborhood Cross-Reference',
 'gaia_ppmxl_best_neighbour': 'Gaia PPMXL Best Neighbor Cross-Reference',
 'gaia_ppmxl_neighbourhood': 'Gaia PPMXL Neighborhood Cross-Reference',
 'gaia_tmass_best_neighbour': 'Gaia 2MASS Best Neighbor Cross-Reference',
 'gaia_tmass_neighbourhood': 'Gaia 2MASS Neighborhood Cross-Reference',
 'gaia_ucac4_best_neighbour': 'Gaia UCAC4 Best Neighbor Cross-Reference',
 'gaia_ucac4_neighbourhood': 'Gaia UCAC4 Neighborhood Cross-Reference',
 'gaia_urat1_best_neighbour': 'Gaia URAT1 Best Neighbor Cross-Reference',
 'gaia_urat1_neighbourhood': 'Gaia URAT1 Neighborhood Cross-Reference',
 'cosmos_chandra_bsc21': 'Chandra-COSMOS Bright Source Catalog v2.1',
 'acs_iphot_sep07': 'COSMOS ACS I-band photometry catalog September 2007',
 'galex_emphot_v3': 'GALEX/COSMOS Prior-based Photometry Catalog June 2008',
 'cosmos_ib_phot': 'COSMOS Intermediate and Broad Band Photometry Catalog 2008',
 'cosmos_phot': 'COSMOS Photometry Catalog January 2006',
 'cosmos_zphot_mag25': 'COSMOS Photometric Redshift Catalog Fall 2008 (README - mag 25 limited)',
 'cosmos_morph_cassata_1_1': 'COSMOS Cassata Morphology Catalog v1.1',
 'cosmos_morph_tasca_1_1': 'COSMOS Tasca Morphology Catalog v1.1',
 'morphology_2005': 'COSMOS Morphology Catalog 2005',
 'cosmos_morph_col_1': 'COSMOS Zamojski Morphology Catalog v1.0',
 'cosmos_morph_zurich_1': 'COSMOS Zurich Structure and Morphology Catalog v1.0',
 'scosmos_mips_24_go3': 'S-COSMOS MIPS 24 Photometry Catalog October 2008',
 'cosmos_vla_deep_may2010': 'COSMOS VLA Deep Catalog May 2010',
 'cosmos327': 'COSMOS VLA 327 MHz Catalog',
 'cosmos_xmm_2': 'COSMOS XMM Point-like Source Catalog v2.0',
 'cosmos_xgroups': 'COSMOS X-ray Group Catalog',
 'cosmos_xgal': 'COSMOS X-ray Group Member Catalog',
 'ptf_lightcurves': 'PTF Lightcurve Table',
 'ptf_sources': 'PTF Sources Catalog',
 'ptf_objects': 'PTF Objects',
 'ptfphotcalcat': 'PTF Photometric Calibrator Catalog',
 'irasfsc': 'IRAS Faint Source Catalog v2.0 (FSC)',
 'iraspsc': 'IRAS Point Source Catalog v2.1 (PSC)',
 'irasgal': 'IRAS Cataloged Galaxies and Quasars',
 'irasssc': 'IRAS Serendipitous Survey Catalog',
 'irassss': 'IRAS Small Scale Structure Catalog',
 'iras_ao': 'IRAS Additional Observations (AO) Catalog',
 'irasfscr': 'IRAS Faint Source Catalog Rejects',
 'iraspscr': 'IRAS Point Source Catalog Rejects',
 'iraspscw': 'IRAS PSC joined with WSDB',
 'iraspsch': 'IRAS PSC joined with HCON and WSDB',
 'irascatalog': 'IRAS 1.2-Jy Redshift Survey',
 'comsight': 'IRAS Asteroid and Comet Survey',
 'astsight': 'IRAS Minor Planet Survey',
 'summary': 'IRAS Large Galaxies Catalog',
 'msxc6': 'The Midcourse Space Experiment (MSXC6)',
 'msxc6_rej': 'The Midcourse Space Experiment (MSXC6) Rejects',
 'akari_fis': 'AKARI/FIS Bright Source Catalogue',
 'akari_irc': 'AKARI/IRC Point Source Catalogue',
 'akariastflux': 'AKARI Asteroid Flux Catalog',
 'bolocamv21': 'BOLOCAM Galactic Plane Survey Catalog v2.1',
 'bolocam_gps_v1_0_1': 'BOLOCAM Galactic Plane Survey Catalog',
 'bolocamdist': 'BOLOCAM Galactic Plane Survey Distance Catalog',
 'usno_b1': 'USNO-B1 (United States Naval Observatory B1.0 Catalog)',
 'ucac4_sources': 'USNO CCD Astrograph Catalog (UCAC4)',
 'ucac5': 'USNO CCD Astrograph Catalog (UCAC5)',
 'urat1': 'The First USNO Robotic Astrometric Telescope Catalog (URAT1)',
 'denis3': 'DENIS 3rd Release (Sep. 2005)',
 'ppmxl': 'PPMXL: A Proper Motion Catalog Combining USNO-B and 2MASS',
 'brava': 'BRAVA Catalog',
 'musyc_photz': 'MUSYC Photometric Redshift Catalog',
 'musyc_phot': 'MUSYC Photometry Catalog'}

In [3]:
# result = Irsa.query_region("3C 279", catalog="fp_psc", spatial="Cone", radius= 12 * u.arcmin)

# result

In [4]:
# ra_2mass = result['ra'].data.data # "mask-type" -_-
# dec_2mass = result['dec'].data.data

Overplot


In [5]:
# fig = plt.figure(figsize=(15, 15))

# f1 = aplpy.FITSFigure(figure=fig)
# f1.show_markers(ra_ned, dec_ned, edgecolor='none', facecolor='red', marker='o', s=40, alpha=0.4)

In [6]:
# plt.plot(ra_2mass, dec_2mass, 'r.')

In [7]:
help(Irsa)


Help on IrsaClass in module astroquery.irsa.core object:

class IrsaClass(astroquery.query.BaseQuery)
 |  This is the base class for all the query classes in astroquery. It
 |  is implemented as an abstract class and must not be directly instantiated.
 |  
 |  Method resolution order:
 |      IrsaClass
 |      astroquery.query.BaseQuery
 |      builtins.object
 |  
 |  Methods defined here:
 |  
 |  list_catalogs(self)
 |      Return a dictionary of the catalogs in the IRSA Gator tool.
 |      
 |      Returns
 |      -------
 |      catalogs : dict
 |          A dictionary of catalogs where the key indicates the catalog
 |          name to be used in query functions, and the value is the verbose
 |          description of the catalog.
 |  
 |  print_catalogs(self)
 |      Display a table of the catalogs in the IRSA Gator tool.
 |  
 |  query_region(self, coordinates=None, catalog=None, spatial='Cone', radius=<Quantity 10. arcsec>, width=None, polygon=None, get_query_payload=False, verbose=False)
 |      This function can be used to perform either cone, box, polygon or
 |      all-sky search in the catalogs hosted by the NASA/IPAC Infrared
 |      Science Archive (IRSA).
 |      
 |      Parameters
 |      ----------
 |      coordinates : str, `astropy.coordinates` object
 |          Gives the position of the center of the cone or box if
 |          performing a cone or box search. The string can give coordinates
 |          in various coordinate systems, or the name of a source that will
 |          be resolved on the server (see `here
 |          <https://irsa.ipac.caltech.edu/search_help.html>`_ for more
 |          details). Required if spatial is ``'Cone'`` or ``'Box'``. Optional
 |          if spatial is ``'Polygon'``.
 |      catalog : str
 |          The catalog to be used. To list the available catalogs, use
 |          :meth:`~astroquery.irsa.IrsaClass.print_catalogs`.
 |      spatial : str
 |          Type of spatial query: ``'Cone'``, ``'Box'``, ``'Polygon'``, and
 |          ``'All-Sky'``. If missing then defaults to ``'Cone'``.
 |      radius : str or `~astropy.units.Quantity` object, [optional for spatial is ``'Cone'``]
 |          The string must be parsable by `~astropy.coordinates.Angle`. The
 |          appropriate `~astropy.units.Quantity` object from
 |          `astropy.units` may also be used. Defaults to 10 arcsec.
 |      width : str, `~astropy.units.Quantity` object [Required for spatial is ``'Polygon'``.]
 |      
 |          The string must be parsable by `~astropy.coordinates.Angle`. The
 |          appropriate `~astropy.units.Quantity` object from `astropy.units`
 |          may also be used.
 |      polygon : list, [Required for spatial is ``'Polygon'``]
 |          A list of ``(ra, dec)`` pairs (as tuples), in decimal degrees,
 |          outlining the polygon to search in. It can also be a list of
 |          `astropy.coordinates` object or strings that can be parsed by
 |          `astropy.coordinates.ICRS`.
 |      get_query_payload : bool, optional
 |          If `True` then returns the dictionary sent as the HTTP request.
 |          Defaults to `False`.
 |      verbose : bool, optional.
 |          If `True` then displays warnings when the returned VOTable does not
 |          conform to the standard. Defaults to `False`.
 |      
 |      Returns
 |      -------
 |      table : `~astropy.table.Table`
 |          A table containing the results of the query
 |  
 |  query_region_async(self, coordinates=None, catalog=None, spatial='Cone', radius=<Quantity 10. arcsec>, width=None, polygon=None, get_query_payload=False)
 |      This function serves the same purpose as
 |      :meth:`~astroquery.irsa.IrsaClass.query_region`, but returns the raw
 |      HTTP response rather than the results in a `~astropy.table.Table`.
 |      
 |      Parameters
 |      ----------
 |      coordinates : str, `astropy.coordinates` object
 |          Gives the position of the center of the cone or box if
 |          performing a cone or box search. The string can give coordinates
 |          in various coordinate systems, or the name of a source that will
 |          be resolved on the server (see `here
 |          <https://irsa.ipac.caltech.edu/search_help.html>`_ for more
 |          details). Required if spatial is ``'Cone'`` or ``'Box'``. Optional
 |          if spatial is ``'Polygon'``.
 |      catalog : str
 |          The catalog to be used. To list the available catalogs, use
 |          :meth:`~astroquery.irsa.IrsaClass.print_catalogs`.
 |      spatial : str
 |          Type of spatial query: ``'Cone'``, ``'Box'``, ``'Polygon'``, and
 |          ``'All-Sky'``. If missing then defaults to ``'Cone'``.
 |      radius : str or `~astropy.units.Quantity` object, [optional for spatial is ``'Cone'``]
 |          The string must be parsable by `~astropy.coordinates.Angle`. The
 |          appropriate `~astropy.units.Quantity` object from
 |          `astropy.units` may also be used. Defaults to 10 arcsec.
 |      width : str, `~astropy.units.Quantity` object [Required for spatial is ``'Polygon'``.]
 |          The string must be parsable by `~astropy.coordinates.Angle`. The
 |          appropriate `~astropy.units.Quantity` object from `astropy.units`
 |          may also be used.
 |      polygon : list, [Required for spatial is ``'Polygon'``]
 |          A list of ``(ra, dec)`` pairs (as tuples), in decimal degrees,
 |          outlining the polygon to search in. It can also be a list of
 |          `astropy.coordinates` object or strings that can be parsed by
 |          `astropy.coordinates.ICRS`.
 |      get_query_payload : bool, optional
 |          If `True` then returns the dictionary sent as the HTTP request.
 |          Defaults to `False`.
 |      
 |      Returns
 |      -------
 |      response : `requests.Response`
 |          The HTTP response returned from the service
 |  
 |  ----------------------------------------------------------------------
 |  Data and other attributes defined here:
 |  
 |  GATOR_LIST_URL = 'https://irsa.ipac.caltech.edu/cgi-bin/Gator/nph-scan...
 |  
 |  IRSA_URL = 'https://irsa.ipac.caltech.edu/cgi-bin/Gator/nph-query'
 |  
 |  ROW_LIMIT = 500
 |  
 |  TIMEOUT = 60
 |  
 |  __abstractmethods__ = frozenset()
 |  
 |  ----------------------------------------------------------------------
 |  Methods inherited from astroquery.query.BaseQuery:
 |  
 |  __call__(self, *args, **kwargs)
 |      init a fresh copy of self
 |  
 |  __init__(self)
 |      Initialize self.  See help(type(self)) for accurate signature.
 |  
 |  ----------------------------------------------------------------------
 |  Data descriptors inherited from astroquery.query.BaseQuery:
 |  
 |  __dict__
 |      dictionary for instance variables (if defined)
 |  
 |  __weakref__
 |      list of weak references to the object (if defined)


In [80]:
result = Irsa.query_region("3C 454.3", catalog="fp_psc", spatial="Cone", radius= 2 * u.arcmin)

In [82]:
result.colnames


Out[82]:
['ra',
 'dec',
 'clon',
 'clat',
 'err_maj',
 'err_min',
 'err_ang',
 'designation',
 'j_m',
 'j_cmsig',
 'j_msigcom',
 'j_snr',
 'h_m',
 'h_cmsig',
 'h_msigcom',
 'h_snr',
 'k_m',
 'k_cmsig',
 'k_msigcom',
 'k_snr',
 'ph_qual',
 'rd_flg',
 'bl_flg',
 'cc_flg',
 'ndet',
 'gal_contam',
 'mp_flg',
 'hemis',
 'xdate',
 'scan',
 'glon',
 'glat',
 'a',
 'dist_opt',
 'phi_opt',
 'b_m_opt',
 'vr_m_opt',
 'nopt_mchs',
 'ext_key',
 'dist',
 'angle',
 'j_h',
 'h_k',
 'j_k',
 'id']

In [83]:
result


Out[83]:
Table masked=True length=14
radecclonclaterr_majerr_minerr_angdesignationj_mj_cmsigj_msigcomj_snrh_mh_cmsigh_msigcomh_snrk_mk_cmsigk_msigcomk_snrph_qualrd_flgbl_flgcc_flgndetgal_contammp_flghemisxdatescanglonglatadist_optphi_optb_m_optvr_m_optnopt_mchsext_keydistanglej_hh_kj_kid
degdegarcsarcsdegmagmagmagmagmagmagmagmagmagdegdegarcsdegmagmagarcsdeg
float64float64objectobjectfloat64float64int32objectfloat64float64float64float64float64float64float64float64float64float64float64float64objectobjectobjectobjectobjectint32int32objectobjectint32float64float64objectfloat64int32float64float64int32int32float64float64float64float64float64object
343.49116.14822h53m57.75s16d08m53.63s0.070.069022535774+160853614.4940.0270.0361.613.8550.0290.0352.713.0610.0260.02755.9AAA22211100066556600n1998-10-017386.111-38.184U0.011514.814.11--0.0723445.4866870.6390.7941.4330
343.49216.15222h53m58.16s16d09m06.78s0.070.069022535816+160906711.8440.0170.021707.711.3390.0210.023535.011.2390.0190.021299.1AAA22211100066666600n1998-10-017386.115-38.182U0.810414.313.01--14.50979724.3484310.5050.10.6051
343.49016.15222h53m57.56s16d09m08.57s0.270.2510622535755+160908516.1640.0940.09513.216.0030.1770.1777.315.7240.2370.2384.8ACD222111ccc06060600n1998-10-017386.113-38.18U1.228416.716.11--15.26853349.4824770.1610.2790.442
343.49316.14122h53m58.37s16d08m27.05s0.070.069022535836+160827014.80.0350.03746.514.1030.0380.03942.013.8380.040.04127.3AAA22211100066664600n1998-10-017386.108-38.191U1.017218.716.91--27.958175161.4802860.6970.2650.9623
343.49716.14222h53m59.33s16d08m32.80s0.080.069022535933+160832815.6160.0660.06721.915.0640.0780.07817.314.7250.0920.09212.1AAA22211100056261600n1998-10-017386.114-38.192U0.59319.717.81--30.832877132.3068410.5520.3390.8914
343.49916.14322h53m59.74s16d08m33.12s0.280.2613322535974+160833116.1620.090.09113.315.660.120.1210.015.6750.2260.2275.0ABD22211100006160600n1998-10-017386.116-38.193U0.514217.416.71--35.271661125.4016160.502-0.0150.4875
343.50116.15822h54m00.21s16d09m29.41s0.220.218622540021+160929416.8270.1540.1557.216.0460.1630.1647.015.275------BCU22011000006060000n1998-10-017386.129-38.1810--------0--50.42661444.6837280.781----6
343.50016.16522h53m59.94s16d09m54.03s0.070.069022535994+160954014.2150.0250.02879.713.7950.0260.02755.713.6410.0460.04732.7AAA22211100066666600n1998-10-017386.132-38.175U0.77716.415.41--68.2222327.5798420.420.1540.5747
343.51116.15022h54m02.65s16d08m58.85s0.110.118322540264+160858815.9120.0710.07216.715.4910.10.111.715.4560.2030.2036.2AAC22211100026060600n1998-10-017386.133-38.193U0.119017.416.71--70.79586185.7073730.4210.0350.4568
343.50016.12522h53m59.98s16d07m29.09s0.210.199622535997+160729016.4270.1130.11310.415.6620.1170.11810.015.4110.1740.1746.4BBC22211100006060600n1998-10-017386.104-38.208U0.523618.517.31--90.361763159.1821160.7650.2511.0169
343.46916.16422h53m52.61s16d09m51.59s0.070.069022535261+160951513.3750.0190.022172.812.7590.0240.026144.712.6160.0230.02484.1AAA22211100066556600n1998-10-017386.101-38.159U0.716316.415.11--94.028095308.1132690.6160.1430.75910
343.52216.15322h54m05.22s16d09m09.01s0.080.06022540522+160909014.5240.0270.02960.013.8310.0320.03355.813.5930.040.04134.2AAA22211100066666600n1998-10-017486.146-38.197U0.228018.616.51--108.80327381.831470.6930.2380.93111
343.48016.11922h53m55.12s16d07m08.40s0.070.069022535512+160708313.8170.020.024115.013.4370.0260.02777.513.4070.0360.03740.6AAA22211100066666600n1998-10-017386.079-38.202U1.012815.714.51--111.754579199.7835530.380.030.4112
343.46116.16222h53m50.61s16d09m42.97s0.220.1910022535061+160942916.4750.1480.1499.915.6670.1390.1399.915.2950.1790.1797.1BBC22211100036352600n1998-10-017386.091-38.156U0.519316.516.02810608114.107665295.6650110.8080.3721.1813

In [23]:
cat_list = Vizier.find_catalogs('galex')

In [49]:
for k,v in cat_list.items():
    print(k, "   ", v.description)


II/312     GALEX-DR5 (GR5) sources from AIS and MIS (Bianchi+ 2011)
II/335     Revised catalog of GALEX UV sources (GUVcat_AIS GR6+7) (Bianchi+ 2017)
IX/48     Allsky cross-matched 3XMMe catalogue (Motch+, 2016)
J/ApJ/633/871     Positions and photometry of HII knots in M51 (Calzetti+, 2005)
J/ApJ/664/53     UV photometry of GALEX QSO candidates (Atlee+, 2007)
J/ApJ/676/944     GALEX and CFHTLS candidate tidal disruption events (Gezari+, 2008)
J/ApJ/680/1072     Ly{alpha}-emitting galaxies at 0.2<z<0.35 (Deharveng+, 2008)
J/ApJ/690/1181     UV-bright quasars (Syphers+, 2009)
J/ApJ/697/1410     Lyman break galaxies at z~1.8-2.8 (Ly+, 2009)
J/ApJ/711/928     Low-redshift Ly{alpha} galaxies from GALEX (Cowie+, 2010)
J/ApJ/724/1389     Mapping the diffuse UV sky with GALEX (Murthy+, 2010)
J/ApJ/725/1215     Faint UV standards from Swift, GALEX and SDSS (Siegel+, 2010)
J/ApJ/728/23     GALEX UV-bright high-redshift quasars (Worseck+, 2011)
J/ApJ/733/74     GALEX - SDSS properties of local galaxies (Lemonias+, 2011)
J/ApJ/734/13     GALEX ultraviolet halos around bright stars (Murthy+, 2011)
J/ApJ/738/136     LAEs between 0.19<z<1.25 with GALEX grism (Cowie+, 2011)
J/ApJ/741/79     The Spitzer-SDSS-GALEX Spectroscopic Survey (O'Dowd+, 2011)
J/ApJ/766/9     GALEX observations of exoplanet host stars (Shkolnik, 2013)
J/ApJ/766/60     GALEX Time Domain Survey I. UV variable sources (Gezari+, 2013)
J/ApJ/776/74     GASS VII. Bivariate HI-stellar mass function (Lemonias+, 2013)
J/ApJ/783/119     z~1 Ly{alpha} emitters. I. 135 candidates from GALEX (Wold+, 2014)
J/ApJ/798/41     GALEX NUV observations of bright M-type stars (Ansdell+, 2015)
J/ApJ/809/92     Asteroids in GALEX (Waszczak+, 2015)
J/ApJ/813/100     Deep GALEX NUV survey of the Kepler field. I. (Olmedo+, 2015)
J/ApJ/817/1     Palomar/MSU and SDSS-DR7 M dwarfs with GALEX obs. (Jones+, 2016)
J/ApJ/841/33     AGB stars with GALEX observations (Montez+, 2017)
J/ApJ/845/171     Rapidly pulsating sdB stars search with GALEX (Boudreaux+, 2017)
J/ApJ/861/153     Ultraviolet Extinction in the GALEX Bands. UVEXT (Sun+, 2018)
J/ApJS/173/185     GALEX ultraviolet atlas of nearby galaxies (Gil de Paz+, 2007)
J/ApJS/173/441     UV-Luminous galaxies discovered by GALEX (Hoopes+, 2007)
J/ApJS/173/471     Keck DEIMOS spectroscopy of GALEX sources (Mallery+, 2007)
J/ApJS/173/572     GALEX/Spitzer photometry in NGC 7331 (Thilker+, 2007)
J/ApJS/173/643     GALEX UV photometry of M31 Globular Clusters (Rey+, 2007)
J/ApJS/173/673     M dwarf UV flares in GALEX (Welsh+, 2007)
J/ApJS/190/43     Deep GALEX observations of the Coma cluster (Hammer+, 2010)
J/ApJS/192/6     A GALEX UV imaging survey of nearby galaxies (Lee+, 2011)
J/ApJS/199/37     GALEX catalog of star clusters in M31 (Kang+, 2012)
J/ApJS/216/26     GALEX search for T Tauri in Taurus-Auriga (Gomez de Castro+, 2015)
J/ApJS/220/6     Updated catalog of GALEX nearby galaxies (Bai+, 2015)
J/ApJS/234/18     GALEX/S4G surface brightness profiles. I. (Bouquin+, 2018)
J/A+A/451/881     ESIS BVR catalog, ELAIS-S1 (Berta+, 2006)
J/A+A/528/A107     GALEX Ultraviolet Virgo Cluster Survey (GUViCS) (Boselli+, 2011)
J/A+A/533/A142     UV-to-IR fluxes of Hickson compact groups (Bitsakis+, 2011)
J/A+A/544/A65     GALEX Arecibo SDSS survey. VI. (Catinella+, 2012)
J/A+A/544/A101     GALEX observations of Herschel Reference Survey (Cortese+, 2012)
J/A+A/569/A124     GUViCS. Ultraviolet Source Catalogs (Voyer+, 2014)
J/A+A/570/A69     GALEX Ultraviolet Virgo Cluster Survey. IV. (Boselli+, 2014)
J/A+A/572/A89     Young stellar object candidates toward Orion (Sanchez+, 2014)
J/A+A/579/A29     The GUViCS FUV diffuse emission (Boissier+, 2015)
J/A+A/596/A49     Synthetic GALEX photometry for IUE sources (Beitia-Antero+, 2016)
J/A+A/611/A42     GALEX BCG galaxies sample properties (Boissier+, 2018)
J/AJ/130/825     GALEX ultraviolet variability catalog (Welsh+, 2005)
J/AJ/133/1780     GALEX/SDSS quasar catalog (Trammell+, 2007)
J/AJ/136/259     Second GALEX UV variability catalog (GUVV-2) (Wheatley+, 2008)
J/AJ/138/606     Hot subdwarf stars in rejected PG catalog (Wade+, 2009)
J/AJ/140/1987     SDSS-GALEX QSO catalog (Hutchings+, 2010)
J/AJ/143/121     UV properties of Galactic globulars with GALEX. (Schiavon+, 2012)
J/AJ/154/67     HAZMAT. II. Low-mass stars with GALEX UV observations (Miles+, 2017)
J/MNRAS/380/986     Lyman-break galaxies from GALEX (Burgarella+, 2007)
J/MNRAS/402/436     New Dwarf novae in SDSS, GALEX and astrom. cat. (Wils+, 2010)
J/MNRAS/403/683     GALEX Arecibo SDSS survey (GASS) (Catinella+, 2010)
J/MNRAS/411/2770     Hot white dwarfs in GALEX-DR5 (Bianchi+, 2011)
J/MNRAS/427/2180     GALEX survey subdwarf atmospheric parameters (Nemeth+, 2012)
J/MNRAS/436/34     GALEX Arecibo SDSS survey. Final data release (Catinella+, 2013)
J/MNRAS/444/2571     Early-Tyoe Galaxies in SDSS and GALEX (Hernandez-Perez+, 2014)
J/MNRAS/450/3811     M33 GALEX catalogue of UV point sources (Mudd+, 2015)
J/other/RMxAA/53.439     Gaia stars with GALEX NUV excess (Makarov, 2017)

In [84]:
res = Vizier.query_region("3C 454.3", catalog='II/335', radius=2 * u.arcmin)

In [85]:
res


Out[85]:
TableList with 1 tables:
	'0:II/335/galex_ais' with 14 column(s) and 10 row(s) 

In [88]:
res[0]


Out[88]:
Table masked=True length=10
RAJ2000DEJ2000r.fovbFUVmage_FUVmagNUVmage_NUVmagFaflNaflFexfNexfFrNr
degdegdegmagmagmagmagdegdeg
float64float64float64uint8float64float32float64float32int16int16int16int16float64float64
343.48795916.1154320.3915641----22.92130.40780000--0.002375
343.47953416.1190630.3875211----20.38660.10140000--0.002548
343.49751616.1279150.3798001----23.03410.4713256002--0.001710
343.49909016.1427890.3651261----22.89870.45730000--0.002853
343.50178116.1519550.3562661----22.37730.44380000--0.002530
343.49051216.1484150.358822317.92530.053416.93600.016700000.0015270.001446
343.47014716.1619720.3443511----22.67590.42750002--0.003096
343.47792816.1719050.3346601----22.67460.41750000--0.003090
343.46068616.1621620.344095321.46040.346020.47610.145000000.0022260.007870
343.49973816.1650880.3430001----22.81850.43430000--0.002056

In [89]:
res[0].colnames


Out[89]:
['RAJ2000',
 'DEJ2000',
 'r.fov',
 'b',
 'FUVmag',
 'e_FUVmag',
 'NUVmag',
 'e_NUVmag',
 'Fafl',
 'Nafl',
 'Fexf',
 'Nexf',
 'Fr',
 'Nr']

In [90]:
result = Irsa.query_region("3C 454.3", catalog="allwise_p3as_psd", spatial="Cone", radius= 2 * u.arcmin)

In [91]:
result.colnames


Out[91]:
['designation',
 'ra',
 'dec',
 'clon',
 'clat',
 'sigra',
 'sigdec',
 'sigradec',
 'w1mpro',
 'w1sigmpro',
 'w1snr',
 'w1rchi2',
 'w2mpro',
 'w2sigmpro',
 'w2snr',
 'w2rchi2',
 'w3mpro',
 'w3sigmpro',
 'w3snr',
 'w3rchi2',
 'w4mpro',
 'w4sigmpro',
 'w4snr',
 'w4rchi2',
 'nb',
 'na',
 'w1sat',
 'w2sat',
 'w3sat',
 'w4sat',
 'pmra',
 'sigpmra',
 'pmdec',
 'sigpmdec',
 'cc_flags',
 'ext_flg',
 'var_flg',
 'ph_qual',
 'moon_lev',
 'w1nm',
 'w1m',
 'w2nm',
 'w2m',
 'w3nm',
 'w3m',
 'w4nm',
 'w4m',
 'dist',
 'angle',
 'id']

In [92]:
result


Out[92]:
Table masked=True length=58
designationradecclonclatsigrasigdecsigradecw1mprow1sigmprow1snrw1rchi2w2mprow2sigmprow2snrw2rchi2w3mprow3sigmprow3snrw3rchi2w4mprow4sigmprow4snrw4rchi2nbnaw1satw2satw3satw4satpmrasigpmrapmdecsigpmdeccc_flagsext_flgvar_flgph_qualmoon_levw1nmw1mw2nmw2mw3nmw3mw4nmw4mdistangleid
degdegarcsarcsarcsmagmagmagmagmagmagmagmagmaspyrmaspyrmaspyrmaspyrarcsdeg
objectfloat64float64objectobjectfloat64float64float64float64float64float64float64float64float64float64float64float64float64float64float64float64float64float64float64int32int32float64float64float64float64int32int32int32int32objectint32objectobjectobjectint32int32int32int32int32int32int32int32float64float64object
J225357.74+160853.7343.49116.14822h53m57.75s16d08m53.70s0.02870.027-0.00239.2630.02150.923.178.1470.01957.631.035.8010.01382.72.7893.3870.0254.31.135100.00.00.00.0-247592236000019964AAAA110024242424131313130.147404349.0462510
J225358.14+160906.1343.49216.15222h53m58.14s16d09m06.12s0.03440.03340.004111.0810.02347.414.2310.9470.02152.834.048.5580.02445.644.614.6210.03332.5220.6100.00.00.00.011450-36951dddd1775nAAAA1100242424241213131313.79990224.4152991
J225358.36+160826.7343.49316.14122h53m58.36s16d08m26.70s0.05390.0534-0.010313.7610.02641.31.10913.7050.03332.61.03811.8940.2823.90.97547.3730.1228.95.042100.00.00.00.05411811119hh00100n0AABB11002424242411381328.265945161.8101752
J225355.74+160850.7343.48216.14722h53m55.75s16d08m50.78s0.16780.1717-0.057216.1930.06417.01.07915.3980.10410.41.00212.2430.3792.91.1467.4840.157.24.63100.00.00.00.0-201684-544702hh0011nn1AACB1100202492401391329.000063264.4989633
J225359.37+160832.6343.49716.14222h53m59.38s16d08m32.65s0.0690.0681-0.01514.4640.0336.51.98314.3910.04922.31.11512.284--0.60.93797.8640.1786.13.822100.00.00.00.0108178254179hh0d100nnAAUB11002424242401321331.427483131.7063924
J225400.26+160907.5343.50116.15222h54m00.26s16d09m07.50s0.24740.2499-0.079616.6120.08413.01.016.180.2135.10.833711.951--1.61.0278.9750.5262.11.122100.00.00.00.09821064-96710720h0000nnnABUC1100112412401301338.84208168.9575775
J225400.24+160929.3343.50116.15822h54m00.25s16d09m29.31s0.14620.1482-0.040315.9510.05221.00.987116.1620.1855.90.918412.123--1.21.1218.745--0.80.9593100.00.00.00.0-341579-5355900h0000nnnABUU1100232502401401450.76008945.2258026
J225401.07+160911.0343.50416.15322h54m01.08s16d09m11.00s0.3050.3086-0.087216.8310.110.80.839317.2860.5042.20.853512.154--1.30.93788.764--0.91.024100.00.00.00.011751370-15913940h000nnnnACUU110072402401301351.01602870.003277
J225400.64+160922.9343.50316.15622h54m00.65s16d09m22.96s0.4920.5117-0.145217.4980.1716.41.24317.023--0.70.854612.0230.313.50.83669.01---1.11.104100.00.00.00.0-1179312621217312740h000nnnnBUBU110042402411301451.10086254.8737358
......................................................................................................................................................
J225356.36+160706.4343.48516.11822h53m56.36s16d07m06.46s0.18570.1942-0.060616.2050.06516.80.958916.2120.2085.20.808412.274--0.80.98938.832---0.20.8139100.00.00.00.0312750313787000000nnnABUU11002024124012012108.941134190.56704548
J225405.29+160840.9343.52216.14522h54m05.30s16d08m40.98s0.20050.2031-0.065416.3170.07314.90.844815.7190.1397.80.871312.004--1.50.98978.901---0.30.9334100.00.00.00.0-344807-685821000000nnnABUU11001323323012012109.45723696.59270749
J225352.24+161010.6343.46816.17022h53m52.25s16d10m10.68s0.16770.1737-0.049716.1390.05818.60.919316.6240.2953.70.829412.722---1.01.0488.886---0.90.7929100.00.00.00.0-1438656106685000000nnnABUU11002126026014014110.567997314.23139250
J225402.24+160723.6343.50916.12322h54m02.25s16d07m23.65s0.55070.5642-0.171217.5310.186.01.03616.991--0.61.01112.174--0.91.0488.803---0.40.9833100.00.00.00.08632948-432300600000nnnnBUUU1100525025013013110.83906144.20362451
J225357.08+161044.8343.48816.17922h53m57.09s16d10m44.83s0.52590.5412-0.144517.4840.1756.20.951416.558--1.80.811412.409--0.41.0578.525--1.40.9739100.00.00.00.0726823551954242700000nnnnBUUU1100126026014014111.684672355.09307752
J225355.13+160708.1343.48016.11922h53m55.14s16d07m08.13s0.05080.0496-0.006413.3670.02543.31.14413.3730.03134.80.909311.9230.3413.20.95798.375--2.00.9141100.00.00.00.004-101914590000d000nnAABU110026262626012013111.940272199.65047653
J225359.56+160704.2343.49816.11822h53m59.57s16d07m04.27s0.25030.258-0.079516.6080.08512.80.935116.7270.313.51.03912.325--0.80.96859.1---0.11.017100.00.00.00.0441073331109000000nnnABUU11001125025013013112.38168166.52333154
J225400.15+161042.5343.50116.17822h54m00.15s16d10m42.57s0.42430.4462-0.130717.3710.1636.70.903816.2110.2185.00.78212.341--0.70.93418.895--0.20.9317100.00.00.00.022951985-7862070000d0nnnnBBUU1100224124013013114.39062717.63791855
J225350.60+160943.7343.46116.16222h53m50.60s16d09m43.74s0.06430.0649-0.007914.2540.02937.23.14814.0530.04524.01.04610.680.09811.01.0878.8130.4642.30.9725100.00.00.00.068196-437208000d1000nAAAC110025252424813013114.54805295.98473356
J225357.29+160657.3343.48916.11622h53m57.29s16d06m57.36s0.54390.5635-0.160717.440.1756.20.999117.044--0.70.847912.609---0.61.0388.917---0.10.9179100.00.00.00.069326681162275700000nnnnBUUU1100324024012012116.379592183.25560357

In [ ]: