{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# SEIP MIPS map homogenisation\n",
"\n",
"\n",
"The original MIPS maps have been produced by IPAC. This code takes the individual image files and adds them into a single multi-layered fits files to have the homogeneous HELP format. \n",
"\n",
"## Caveats \n",
"* Although many of the longer wavelength MIPS maps are available I've only run this on the MIPS 24micron maps at the moment\n",
"* Some of the SEIP maps may not have successfully down-loaded, this hasn't been checked\n",
"* only puts in image, error and coverage files (and adds blank PSF extension)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
" Guide
\n",
"Steps:
\n",
"* Obtain list of fields from sub-folders\n",
"for each field:\n",
"* read in coverage, image and noise\n",
"* attach meta data\n",
"* create PSF extension\n",
"* Save out\n",
"\n",
"Things you may wish to edit
\n",
"* You'll need to change the folder path in the 2nd code block to point you where the files are in your system\n",
"* Add in a specifc field (or switch to wild chracter) in the path to pick field(s)\n",
"* change the 1.mosaic pattern to 2.mosaic for MIPS 70 micron or 3.mosaic for MIPS 160.\n",
"* read in more of the available files and add as additional extensions"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Importing libraries"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"from datetime import datetime\n",
"from itertools import product\n",
"import glob\n",
"\n",
"import numpy as np\n",
"import astropy as astropy\n",
"\n",
"from astropy.io import fits\n",
"from astropy.table import Table\n",
"from astropy.table import Column\n",
"from astropy import wcs\n",
"VERSION = \"0.9\""
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# This is where you set up the field and folders to work on\n",
"the notebook needs to be run for each field in turn - commenting in/out as appropriate"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"#field_specified='HDF-N' \n",
"#field_specified='XMM-LSS' \n",
"#field_specified='AKARI-NEP' \n",
"#field_specified='AKARI-SEP' \n",
"#field_specified='Bootes' \n",
"#field_specified='CDFS-SWIRE' \n",
"#field_specified='COSMOS' \n",
"#field_specified='EGS' \n",
"#field_specified='ELAIS-N1' \n",
"#field_specified='ELAIS-N2' \n",
"#field_specified='ELAIS-S1' \n",
"#field_specified='GAMA-09' \n",
"#field_specified='GAMA-12' \n",
"#field_specified='GAMA-15' \n",
"#field_specified='NGP' \n",
"#field_specified='SGP' \n",
"#field_specified='Lockman-SWIRE' \n",
"#field_specified='SA13' \n",
"#field_specified='SPIRE-NEP' \n",
"field_specified='SSDF' \n",
"#field_specified='xFLS' \n",
"#field_specified='XMM-13hr' \n",
"#field_specified='Herschel-Stripe-82' \n",
"\n",
"\n",
"#mainfolder='/Volumes/Seagate Backup Plus Drive/HELP/mips_fields'\n",
"#moc_dir='/Volumes/Seagate Backup Plus Drive/HELP/dmu_products/dmu2/dmu2_field_coverages/'\n",
"\n",
"#mainfolder='/Users/sjo/Data/SEIP/mips_fields'\n",
"#moc_dir='/Users/sjo/Data/dmu2_field_coverages/'\n",
"\n",
"mainfolder='../../dmu17/dmu17_SEIP_maps/'\n",
"moc_dir= '../../dmu2/dmu2_field_coverages/'"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# finding all the SEIP mosaic files in the folder"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Number of files found: 466\n"
]
}
],
"source": [
"# finding all the SEIP mosaic files (other files should be there if the mosaic file is)\n",
"filelist= glob.glob(f\"{mainfolder}/{field_specified}/data/*1.mosaic.fits\", recursive=True)\n",
"print(\"Number of files found:\", len(filelist))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# opening the table which logs the SEIP files"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Filename: ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/mosaic_tiles_Herschel-Stripe-82.fits\n",
"No. Name Ver Type Cards Dimensions Format\n",
" 0 PRIMARY 1 PrimaryHDU 4 () \n",
" 1 mosaic_tiles.cat 1 BinTableHDU 104 2161R x 37C [J, 20A, 4A, I, J, D, D, D, D, D, D, D, I, J, I, I, I, I, 22A, 29A, D, D, D, D, D, D, D, D, D, D, E, D, 18A, L, 143A, 44A, L] \n"
]
}
],
"source": [
"# opening the table of SEIP in which we will update some records\n",
"seip_table = fits.open(f\"{mainfolder}/{field_specified}/mosaic_tiles_{field_specified}.fits\", mode='update')\n",
"seip_table.info()\n",
"seip_hd=seip_table[1].header\n",
"seip_data=seip_table[1].data\n",
"#print(repr(seip_hd))\n",
"seip_table2=Table.read(f\"{mainfolder}/{field_specified}/mosaic_tiles_{field_specified}.fits\")\n",
"seip_table2['areahelp']=np.zeros(len(seip_table2['EXPTIME']))\n",
"#t.add_column(aa, index=0) \n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# MOC libraries\n",
"This next block of code comes from Peter Hurley's XID libraray and allows us to create a MOC from the error array"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"import pymoc as pymoc\n",
"from pymoc import MOC\n",
"from pymoc import io\n",
"\n",
"from healpy import pixelfunc\n",
"from pymoc.util import catalog\n",
"\n",
"import numpy as np\n",
"def get_HEALPix_pixels(order,ra,dec,unique=True):\n",
"\n",
"\n",
" \"\"\"Work out what HEALPix a source is in\n",
" :param order: order of HEALPix\n",
" :param ra: Right Ascension\n",
" :param dec: Declination\n",
" :param unique: if unique is true, removes duplicate pixels\n",
" :return: list of HEALPix pixels :rtype:\n",
" \"\"\"\n",
" HPX_D2R=np.pi/180.0\n",
" #Convert catalogue to polar co-ords in radians\n",
" phi = ra*HPX_D2R\n",
" theta = np.pi/2.0 - dec*HPX_D2R\n",
" #calculate what pixel each object is in\n",
" ipix = pixelfunc.ang2pix(2**order, theta, phi, nest=True)\n",
" #return unique pixels (i.e. remove duplicates)\n",
" if unique is True:\n",
" return np.unique(ipix)\n",
" else:\n",
" return ipix\n",
"\n",
"\n",
"def create_MOC_from_map(good,wcs):\n",
" \"\"\"Generate MOC from map\n",
" :param good: boolean array associated with map\n",
" :param wcs: wcs information\n",
" :return: MOC :rtype: pymoc.MOC\n",
" \"\"\"\n",
" x_pix,y_pix=np.meshgrid(np.arange(0,wcs._naxis1),np.arange(0,wcs._naxis2))\n",
" ra,dec= wcs.wcs_pix2world(x_pix,y_pix,0)\n",
"\n",
" pixels=get_HEALPix_pixels(15,ra[good],dec[good])\n",
" map_moc=MOC()\n",
" map_moc.add(15,pixels)\n",
" return map_moc"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# setting up global MOCS"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"# sum of all SEIP MOCS\n",
"total_moc=MOC()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Performing the homogenisation\n",
"i.e. merging component files into a single multi-extension file and adding some keywords\n",
"traps errors so that it can continue, e.g. if a file is missing\n",
"skips over files if they've already been logged as \"downloaded\" (this could be improved to be an option"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"----------------\n",
"0 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000861.20000861-140.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20000861.20000861-140.MIPS.1.mosaic.fits ['20000861.20000861-140.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 1.4663315547854497e-05\n",
"downloaded: [ True]\n",
"updating intersection with HELP\n",
"----------------\n",
"1 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000821.20000821-576.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20000821.20000821-576.MIPS.1.mosaic.fits ['20000821.20000821-576.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 0.0\n",
"downloaded: [ True]\n",
"updating intersection with HELP\n",
"----------------\n",
"2 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000861.20000861-627.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20000861.20000861-627.MIPS.1.mosaic.fits ['20000861.20000861-627.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 0.0\n",
"downloaded: [ True]\n",
"updating intersection with HELP\n",
"----------------\n",
"3 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000801.20000801-314.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20000801.20000801-314.MIPS.1.mosaic.fits ['20000801.20000801-314.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 2.0513037307484113e-05\n",
"downloaded: [ True]\n",
"updating intersection with HELP\n",
"----------------\n",
"4 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/50064590.50064590-0.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"50064590.50064590-0.MIPS.1.mosaic.fits ['50064590.50064590-0.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 9.294406196944022e-06\n",
"downloaded: [ True]\n",
"updating intersection with HELP\n",
"----------------\n",
"5 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001201.20001201-75.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20001201.20001201-75.MIPS.1.mosaic.fits ['20001201.20001201-75.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 1.031747357371152e-05\n",
"downloaded: [ True]\n",
"updating intersection with HELP\n",
"----------------\n",
"6 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000141.20000141-14.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20000141.20000141-14.MIPS.1.mosaic.fits ['20000141.20000141-14.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 0.0001045040406318093\n",
"downloaded: [ True]\n",
"updating intersection with HELP\n",
"----------------\n",
"7 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000861.20000861-506.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20000861.20000861-506.MIPS.1.mosaic.fits ['20000861.20000861-506.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 0.0\n",
"downloaded: [ True]\n",
"updating intersection with HELP\n",
"----------------\n",
"8 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001201.20001201-16.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20001201.20001201-16.MIPS.1.mosaic.fits ['20001201.20001201-16.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 1.0093159468223889e-05\n",
"downloaded: [ True]\n",
"updating intersection with HELP\n",
"----------------\n",
"9 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000861.20000861-261.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20000861.20000861-261.MIPS.1.mosaic.fits ['20000861.20000861-261.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 1.8964294700899948e-05\n",
"downloaded: [ True]\n",
"updating intersection with HELP\n",
"----------------\n",
"10 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000821.20000821-488.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20000821.20000821-488.MIPS.1.mosaic.fits ['20000821.20000821-488.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 0.0\n",
"downloaded: [ True]\n",
"updating intersection with HELP\n",
"----------------\n",
"11 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000821.20000821-505.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20000821.20000821-505.MIPS.1.mosaic.fits ['20000821.20000821-505.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 0.0\n",
"downloaded: [ True]\n",
"updating intersection with HELP\n",
"----------------\n",
"12 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000801.20000801-367.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20000801.20000801-367.MIPS.1.mosaic.fits ['20000801.20000801-367.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 2.634227821400399e-06\n",
"downloaded: [ True]\n",
"updating intersection with HELP\n",
"----------------\n",
"13 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000861.20000861-349.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20000861.20000861-349.MIPS.1.mosaic.fits ['20000861.20000861-349.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 2.0104395524008818e-05\n",
"downloaded: [ True]\n",
"updating intersection with HELP\n",
"----------------\n",
"14 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000821.20000821-262.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20000821.20000821-262.MIPS.1.mosaic.fits ['20000821.20000821-262.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 2.4143999980225204e-05\n",
"downloaded: [ True]\n",
"updating intersection with HELP\n",
"----------------\n",
"15 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/50063780.50063780-0.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"50063780.50063780-0.MIPS.1.mosaic.fits ['50063780.50063780-0.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 4.3829025654844096e-06\n",
"downloaded: [ True]\n",
"updating intersection with HELP\n",
"----------------\n",
"16 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000821.20000821-453.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20000821.20000821-453.MIPS.1.mosaic.fits ['20000821.20000821-453.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 0.0\n",
"downloaded: [ True]\n",
"updating intersection with HELP\n",
"----------------\n",
"17 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001201.20001201-68.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20001201.20001201-68.MIPS.1.mosaic.fits ['20001201.20001201-68.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 9.20565583346848e-06\n",
"downloaded: [ True]\n",
"updating intersection with HELP\n",
"----------------\n",
"18 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000791.20000791-401.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20000791.20000791-401.MIPS.1.mosaic.fits ['20000791.20000791-401.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 2.253088897815328e-05\n",
"downloaded: [ True]\n",
"updating intersection with HELP\n",
"----------------\n",
"19 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000861.20000861-575.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20000861.20000861-575.MIPS.1.mosaic.fits ['20000861.20000861-575.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 0.0\n",
"downloaded: [ True]\n",
"updating intersection with HELP\n",
"----------------\n",
"20 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000861.20000861-70.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20000861.20000861-70.MIPS.1.mosaic.fits ['20000861.20000861-70.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 1.604626077212172e-05\n",
"downloaded: [ True]\n",
"updating intersection with HELP\n",
"----------------\n",
"21 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001541.20001541-39.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20001541.20001541-39.MIPS.1.mosaic.fits ['20001541.20001541-39.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 0.0\n",
"downloaded: [ True]\n",
"updating intersection with HELP\n",
"----------------\n",
"22 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000791.20000791-366.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20000791.20000791-366.MIPS.1.mosaic.fits ['20000791.20000791-366.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 2.2324129889616856e-05\n",
"downloaded: [ True]\n",
"updating intersection with HELP\n",
"----------------\n",
"23 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000271.20000271-1.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20000271.20000271-1.MIPS.1.mosaic.fits ['20000271.20000271-1.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 7.327269019689447e-05\n",
"downloaded: [ True]\n",
"updating intersection with HELP\n",
"----------------\n",
"24 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001201.20001201-58.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20001201.20001201-58.MIPS.1.mosaic.fits ['20001201.20001201-58.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 4.492133782069692e-06\n",
"downloaded: [ True]\n",
"updating intersection with HELP\n",
"----------------\n",
"25 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000821.20000821-173.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20000821.20000821-173.MIPS.1.mosaic.fits ['20000821.20000821-173.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 6.966513421342164e-05\n",
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"26 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000791.20000791-628.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
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"27 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001201.20001201-93.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
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"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
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"28 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000801.20000801-262.MIPS.1.mosaic.fits\n",
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"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
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"29 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000821.20000821-367.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20000821.20000821-367.MIPS.1.mosaic.fits ['20000821.20000821-367.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 7.040537076153083e-06\n",
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"30 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000801.20000801-505.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
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"31 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000801.20000801-70.MIPS.1.mosaic.fits\n",
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"32 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000821.20000821-87.MIPS.1.mosaic.fits\n",
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"20000821.20000821-87.MIPS.1.mosaic.fits ['20000821.20000821-87.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
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"33 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000861.20000861-470.MIPS.1.mosaic.fits\n",
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"34 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000801.20000801-453.MIPS.1.mosaic.fits\n",
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"35 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001201.20001201-8.MIPS.1.mosaic.fits\n",
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"36 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/50065910.50065910-0.MIPS.1.mosaic.fits\n",
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"37 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000821.20000821-314.MIPS.1.mosaic.fits\n",
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"38 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001541.20001541-19.MIPS.1.mosaic.fits\n",
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"Area 8.25670963938385e-06\n",
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"39 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000861.20000861-297.MIPS.1.mosaic.fits\n",
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"40 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000801.20000801-576.MIPS.1.mosaic.fits\n",
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"41 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000791.20000791-34.MIPS.1.mosaic.fits\n",
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"42 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000861.20000861-558.MIPS.1.mosaic.fits\n",
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"43 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000861.20000861-593.MIPS.1.mosaic.fits\n",
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"44 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001141.20001141-64.MIPS.1.mosaic.fits\n",
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"----------------\n",
"45 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000791.20000791-210.MIPS.1.mosaic.fits\n",
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"46 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000801.20000801-488.MIPS.1.mosaic.fits\n",
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"47 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001321.20001321-64.MIPS.1.mosaic.fits\n",
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"48 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000021.20000021-0.MIPS.1.mosaic.fits\n",
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"49 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000141.20000141-2.MIPS.1.mosaic.fits\n",
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"50 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000791.20000791-383.MIPS.1.mosaic.fits\n",
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"51 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000791.20000791-348.MIPS.1.mosaic.fits\n",
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"52 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000861.20000861-53.MIPS.1.mosaic.fits\n",
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"53 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001201.20001201-25.MIPS.1.mosaic.fits\n",
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"54 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001281.20001281-70.MIPS.1.mosaic.fits\n",
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"55 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001281.20001281-13.MIPS.1.mosaic.fits\n",
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"56 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000801.20000801-575.MIPS.1.mosaic.fits\n",
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"57 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000021.20000021-3.MIPS.1.mosaic.fits\n",
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"58 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001551.20001551-70.MIPS.1.mosaic.fits\n",
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"59 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001551.20001551-13.MIPS.1.mosaic.fits\n",
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"60 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000141.20000141-1.MIPS.1.mosaic.fits\n",
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"61 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000801.20000801-349.MIPS.1.mosaic.fits\n",
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"62 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000821.20000821-52.MIPS.1.mosaic.fits\n",
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"63 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000791.20000791-645.MIPS.1.mosaic.fits\n",
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"64 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/50065890.50065890-0.MIPS.1.mosaic.fits\n",
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"65 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000801.20000801-506.MIPS.1.mosaic.fits\n",
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"66 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000791.20000791-122.MIPS.1.mosaic.fits\n",
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"67 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000271.20000271-2.MIPS.1.mosaic.fits\n",
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"20000271.20000271-2.MIPS.1.mosaic.fits ['20000271.20000271-2.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 6.36076780865361e-06\n",
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"updating intersection with HELP\n",
"----------------\n",
"68 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001541.20001541-64.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20001541.20001541-64.MIPS.1.mosaic.fits ['20001541.20001541-64.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 0.0\n",
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"69 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000801.20000801-261.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20000801.20000801-261.MIPS.1.mosaic.fits ['20000801.20000801-261.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 1.562006397169522e-05\n",
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"70 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000821.20000821-558.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20000821.20000821-558.MIPS.1.mosaic.fits ['20000821.20000821-558.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
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"----------------\n",
"71 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000801.20000801-140.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20000801.20000801-140.MIPS.1.mosaic.fits ['20000801.20000801-140.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 2.120938631321528e-05\n",
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"----------------\n",
"72 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001541.20001541-0.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20001541.20001541-0.MIPS.1.mosaic.fits ['20001541.20001541-0.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 1.3756306338708859e-05\n",
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"73 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000821.20000821-593.MIPS.1.mosaic.fits\n",
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"20000821.20000821-593.MIPS.1.mosaic.fits ['20000821.20000821-593.MIPS.1.mosaic.fits']\n",
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"Area 0.0\n",
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"74 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001141.20001141-19.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20001141.20001141-19.MIPS.1.mosaic.fits ['20001141.20001141-19.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 5.055844881947304e-06\n",
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"----------------\n",
"75 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000861.20000861-314.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
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"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
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"76 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000821.20000821-297.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20000821.20000821-297.MIPS.1.mosaic.fits ['20000821.20000821-297.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
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"----------------\n",
"77 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001321.20001321-19.MIPS.1.mosaic.fits\n",
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"78 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000801.20000801-627.MIPS.1.mosaic.fits\n",
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"79 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000791.20000791-592.MIPS.1.mosaic.fits\n",
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"----------------\n",
"80 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000821.20000821-261.MIPS.1.mosaic.fits\n",
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"20000821.20000821-261.MIPS.1.mosaic.fits ['20000821.20000821-261.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
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"81 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000861.20000861-488.MIPS.1.mosaic.fits\n",
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"82 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/40017690.40017690-0.MIPS.1.mosaic.fits\n",
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"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
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"----------------\n",
"83 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/50065410.50065410-0.MIPS.1.mosaic.fits\n",
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"Area 5.350379055239757e-06\n",
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"----------------\n",
"84 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000271.20000271-12.MIPS.1.mosaic.fits\n",
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"85 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000801.20000801-88.MIPS.1.mosaic.fits\n",
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"86 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000821.20000821-506.MIPS.1.mosaic.fits\n",
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"20000821.20000821-506.MIPS.1.mosaic.fits ['20000821.20000821-506.MIPS.1.mosaic.fits']\n",
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"87 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001321.20001321-6.MIPS.1.mosaic.fits\n",
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"88 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000791.20000791-296.MIPS.1.mosaic.fits\n",
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"20000791.20000791-296.MIPS.1.mosaic.fits ['20000791.20000791-296.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
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"89 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000821.20000821-627.MIPS.1.mosaic.fits\n",
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"20000821.20000821-627.MIPS.1.mosaic.fits ['20000821.20000821-627.MIPS.1.mosaic.fits']\n",
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"90 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000861.20000861-576.MIPS.1.mosaic.fits\n",
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"91 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000801.20000801-297.MIPS.1.mosaic.fits\n",
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"20000801.20000801-297.MIPS.1.mosaic.fits ['20000801.20000801-297.MIPS.1.mosaic.fits']\n",
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"92 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000791.20000791-17.MIPS.1.mosaic.fits\n",
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"93 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001201.20001201-101.MIPS.1.mosaic.fits\n",
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"94 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/40007740.40007740-0.MIPS.1.mosaic.fits\n",
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"95 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000821.20000821-140.MIPS.1.mosaic.fits\n",
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"20000821.20000821-140.MIPS.1.mosaic.fits ['20000821.20000821-140.MIPS.1.mosaic.fits']\n",
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"96 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000801.20000801-593.MIPS.1.mosaic.fits\n",
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"97 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000801.20000801-558.MIPS.1.mosaic.fits\n",
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"98 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000821.20000821-123.MIPS.1.mosaic.fits\n",
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"99 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000801.20000801-53.MIPS.1.mosaic.fits\n",
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"100 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000821.20000821-575.MIPS.1.mosaic.fits\n",
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"101 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001141.20001141-39.MIPS.1.mosaic.fits\n",
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"102 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001321.20001321-39.MIPS.1.mosaic.fits\n",
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"103 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000861.20000861-453.MIPS.1.mosaic.fits\n",
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"105 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000801.20000801-470.MIPS.1.mosaic.fits\n",
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"106 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000821.20000821-349.MIPS.1.mosaic.fits\n",
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"107 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000861.20000861-262.MIPS.1.mosaic.fits\n",
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"108 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000791.20000791-69.MIPS.1.mosaic.fits\n",
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"109 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000791.20000791-471.MIPS.1.mosaic.fits\n",
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"20000791.20000791-471.MIPS.1.mosaic.fits ['20000791.20000791-471.MIPS.1.mosaic.fits']\n",
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"110 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000861.20000861-505.MIPS.1.mosaic.fits\n",
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"111 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000141.20000141-17.MIPS.1.mosaic.fits\n",
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"112 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001201.20001201-76.MIPS.1.mosaic.fits\n",
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"113 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000861.20000861-279.MIPS.1.mosaic.fits\n",
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"114 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000791.20000791-610.MIPS.1.mosaic.fits\n",
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"115 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000821.20000821-331.MIPS.1.mosaic.fits\n",
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"20000821.20000821-331.MIPS.1.mosaic.fits ['20000821.20000821-331.MIPS.1.mosaic.fits']\n",
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"116 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001281.20001281-38.MIPS.1.mosaic.fits\n",
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"119 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000821.20000821-17.MIPS.1.mosaic.fits\n",
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"121 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000821.20000821-209.MIPS.1.mosaic.fits\n",
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"123 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000271.20000271-14.MIPS.1.mosaic.fits\n",
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"124 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000821.20000821-384.MIPS.1.mosaic.fits\n",
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"125 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000821.20000821-156.MIPS.1.mosaic.fits\n",
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"126 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000791.20000791-104.MIPS.1.mosaic.fits\n",
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"127 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001281.20001281-25.MIPS.1.mosaic.fits\n",
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"129 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000821.20000821-138.MIPS.1.mosaic.fits\n",
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"151 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000791.20000791-191.MIPS.1.mosaic.fits\n",
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"152 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000791.20000791-139.MIPS.1.mosaic.fits\n",
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"154 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000791.20000791-52.MIPS.1.mosaic.fits\n",
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"155 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/50066090.50066090-0.MIPS.1.mosaic.fits\n",
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"156 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/50063740.50063740-0.MIPS.1.mosaic.fits\n",
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"157 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001321.20001321-12.MIPS.1.mosaic.fits\n",
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"158 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001141.20001141-71.MIPS.1.mosaic.fits\n",
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"Herschel-Stripe-82\n",
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"194 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000821.20000821-244.MIPS.1.mosaic.fits\n",
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"20000821.20000821-244.MIPS.1.mosaic.fits ['20000821.20000821-244.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
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"195 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000141.20000141-4.MIPS.1.mosaic.fits\n",
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"196 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000821.20000821-540.MIPS.1.mosaic.fits\n",
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"20000821.20000821-540.MIPS.1.mosaic.fits ['20000821.20000821-540.MIPS.1.mosaic.fits']\n",
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"197 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000861.20000861-611.MIPS.1.mosaic.fits\n",
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"198 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000821.20000821-523.MIPS.1.mosaic.fits\n",
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"199 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000021.20000021-6.MIPS.1.mosaic.fits\n",
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"200 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000861.20000861-35.MIPS.1.mosaic.fits\n",
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"201 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000791.20000791-192.MIPS.1.mosaic.fits\n",
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"202 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000801.20000801-279.MIPS.1.mosaic.fits\n",
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"203 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001551.20001551-7.MIPS.1.mosaic.fits\n",
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"205 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001541.20001541-12.MIPS.1.mosaic.fits\n",
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"206 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001201.20001201-85.MIPS.1.mosaic.fits\n",
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"209 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000791.20000791-313.MIPS.1.mosaic.fits\n",
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"211 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000821.20000821-158.MIPS.1.mosaic.fits\n",
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"235 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001281.20001281-58.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
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"236 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000821.20000821-332.MIPS.1.mosaic.fits\n",
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"20000821.20000821-332.MIPS.1.mosaic.fits ['20000821.20000821-332.MIPS.1.mosaic.fits']\n",
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"237 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001201.20001201-109.MIPS.1.mosaic.fits\n",
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"238 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000271.20000271-17.MIPS.1.mosaic.fits\n",
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"239 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/40020450.40020450-0.MIPS.1.mosaic.fits\n",
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"240 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000861.20000861-384.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
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"241 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000861.20000861-156.MIPS.1.mosaic.fits\n",
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"20000861.20000861-156.MIPS.1.mosaic.fits ['20000861.20000861-156.MIPS.1.mosaic.fits']\n",
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"242 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001551.20001551-58.MIPS.1.mosaic.fits\n",
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"243 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000801.20000801-175.MIPS.1.mosaic.fits\n",
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"244 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/40013010.40013010-0.MIPS.1.mosaic.fits\n",
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"245 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000821.20000821-245.MIPS.1.mosaic.fits\n",
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"246 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000821.20000821-35.MIPS.1.mosaic.fits\n",
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"247 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000141.20000141-8.MIPS.1.mosaic.fits\n",
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"248 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000821.20000821-226.MIPS.1.mosaic.fits\n",
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"249 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000791.20000791-279.MIPS.1.mosaic.fits\n",
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"250 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000021.20000021-7.MIPS.1.mosaic.fits\n",
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"251 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000821.20000821-541.MIPS.1.mosaic.fits\n",
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"253 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000801.20000801-192.MIPS.1.mosaic.fits\n",
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"254 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000141.20000141-5.MIPS.1.mosaic.fits\n",
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"255 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000861.20000861-34.MIPS.1.mosaic.fits\n",
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"258 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001541.20001541-13.MIPS.1.mosaic.fits\n",
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"319 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000791.20000791-209.MIPS.1.mosaic.fits\n",
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"20000791.20000791-209.MIPS.1.mosaic.fits ['20000791.20000791-209.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 2.2573801241811786e-05\n",
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"320 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000801.20000801-17.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20000801.20000801-17.MIPS.1.mosaic.fits ['20000801.20000801-17.MIPS.1.mosaic.fits']\n",
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"321 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001281.20001281-6.MIPS.1.mosaic.fits\n",
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"20001281.20001281-6.MIPS.1.mosaic.fits ['20001281.20001281-6.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 1.990446338650897e-05\n",
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"322 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/40008700.40008700-0.MIPS.1.mosaic.fits\n",
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"40008700.40008700-0.MIPS.1.mosaic.fits ['40008700.40008700-0.MIPS.1.mosaic.fits']\n",
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"Area 5.368909350910475e-06\n",
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"323 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001141.20001141-6.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
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"324 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001201.20001201-51.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
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"325 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000271.20000271-8.MIPS.1.mosaic.fits\n",
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"326 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000821.20000821-610.MIPS.1.mosaic.fits\n",
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"20000821.20000821-610.MIPS.1.mosaic.fits ['20000821.20000821-610.MIPS.1.mosaic.fits']\n",
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"327 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000861.20000861-541.MIPS.1.mosaic.fits\n",
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"20000861.20000861-541.MIPS.1.mosaic.fits ['20000861.20000861-541.MIPS.1.mosaic.fits']\n",
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"328 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000021.20000021-10.MIPS.1.mosaic.fits\n",
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"329 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000791.20000791-331.MIPS.1.mosaic.fits\n",
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"330 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000271.20000271-5.MIPS.1.mosaic.fits\n",
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"332 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000861.20000861-226.MIPS.1.mosaic.fits\n",
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"333 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000021.20000021-4.MIPS.1.mosaic.fits\n",
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"334 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000141.20000141-6.MIPS.1.mosaic.fits\n",
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"335 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000801.20000801-139.MIPS.1.mosaic.fits\n",
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"336 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000801.20000801-191.MIPS.1.mosaic.fits\n",
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"337 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000861.20000861-0.MIPS.1.mosaic.fits\n",
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"338 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000801.20000801-157.MIPS.1.mosaic.fits\n",
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"339 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000801.20000801-69.MIPS.1.mosaic.fits\n",
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"340 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000861.20000861-174.MIPS.1.mosaic.fits\n",
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"341 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001551.20001551-19.MIPS.1.mosaic.fits\n",
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"342 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000791.20000791-384.MIPS.1.mosaic.fits\n",
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"344 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001201.20001201-126.MIPS.1.mosaic.fits\n",
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"350 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000791.20000791-627.MIPS.1.mosaic.fits\n",
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"361 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000801.20000801-645.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
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"362 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000801.20000801-0.MIPS.1.mosaic.fits\n",
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"363 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000791.20000791-349.MIPS.1.mosaic.fits\n",
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"364 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000821.20000821-471.MIPS.1.mosaic.fits\n",
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"365 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001281.20001281-12.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
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"Area 8.7043625716396e-06\n",
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"366 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001281.20001281-71.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
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"367 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000861.20000861-52.MIPS.1.mosaic.fits\n",
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"369 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000710.20000710-0.MIPS.1.mosaic.fits\n",
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"370 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000141.20000141-0.MIPS.1.mosaic.fits\n",
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"371 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001551.20001551-12.MIPS.1.mosaic.fits\n",
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"372 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/50064130.50064130-0.MIPS.1.mosaic.fits\n",
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"373 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000861.20000861-366.MIPS.1.mosaic.fits\n",
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"375 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000821.20000821-53.MIPS.1.mosaic.fits\n",
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"376 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000801.20000801-348.MIPS.1.mosaic.fits\n",
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"395 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001141.20001141-25.MIPS.1.mosaic.fits\n",
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"403 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000801.20000801-296.MIPS.1.mosaic.fits\n",
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"20000801.20000801-296.MIPS.1.mosaic.fits ['20000801.20000801-296.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 1.996298010967966e-05\n",
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"----------------\n",
"404 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001281.20001281-32.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20001281.20001281-32.MIPS.1.mosaic.fits ['20001281.20001281-32.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
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"----------------\n",
"405 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001541.20001541-58.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
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"406 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000821.20000821-645.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20000821.20000821-645.MIPS.1.mosaic.fits ['20000821.20000821-645.MIPS.1.mosaic.fits']\n",
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"407 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001201.20001201-67.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20001201.20001201-67.MIPS.1.mosaic.fits ['20001201.20001201-67.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
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"408 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001281.20001281-51.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20001281.20001281-51.MIPS.1.mosaic.fits ['20001281.20001281-51.MIPS.1.mosaic.fits']\n",
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"409 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000821.20000821-122.MIPS.1.mosaic.fits\n",
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"20000821.20000821-122.MIPS.1.mosaic.fits ['20000821.20000821-122.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
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"410 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000801.20000801-592.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20000801.20000801-592.MIPS.1.mosaic.fits ['20000801.20000801-592.MIPS.1.mosaic.fits']\n",
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"411 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000861.20000861-210.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20000861.20000861-210.MIPS.1.mosaic.fits ['20000861.20000861-210.MIPS.1.mosaic.fits']\n",
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"----------------\n",
"412 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000801.20000801-366.MIPS.1.mosaic.fits\n",
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"20000801.20000801-366.MIPS.1.mosaic.fits ['20000801.20000801-366.MIPS.1.mosaic.fits']\n",
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"----------------\n",
"413 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001551.20001551-52.MIPS.1.mosaic.fits\n",
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"414 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000271.20000271-10.MIPS.1.mosaic.fits\n",
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"415 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000821.20000821-70.MIPS.1.mosaic.fits\n",
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"20000821.20000821-70.MIPS.1.mosaic.fits ['20000821.20000821-70.MIPS.1.mosaic.fits']\n",
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"416 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000861.20000861-383.MIPS.1.mosaic.fits\n",
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"417 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001141.20001141-26.MIPS.1.mosaic.fits\n",
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"418 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000801.20000801-401.MIPS.1.mosaic.fits\n",
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"419 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001321.20001321-45.MIPS.1.mosaic.fits\n",
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"420 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001321.20001321-26.MIPS.1.mosaic.fits\n",
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"421 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000801.20000801-87.MIPS.1.mosaic.fits\n",
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"422 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000861.20000861-348.MIPS.1.mosaic.fits\n",
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"423 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001141.20001141-45.MIPS.1.mosaic.fits\n",
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"424 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000791.20000791-18.MIPS.1.mosaic.fits\n",
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"425 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000821.20000821-121.MIPS.1.mosaic.fits\n",
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"426 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000821.20000821-628.MIPS.1.mosaic.fits\n",
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"20000821.20000821-628.MIPS.1.mosaic.fits ['20000821.20000821-628.MIPS.1.mosaic.fits']\n",
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"427 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001541.20001541-38.MIPS.1.mosaic.fits\n",
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"428 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001281.20001281-52.MIPS.1.mosaic.fits\n",
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"429 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000861.20000861-122.MIPS.1.mosaic.fits\n",
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"430 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000821.20000821-210.MIPS.1.mosaic.fits\n",
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"431 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001141.20001141-58.MIPS.1.mosaic.fits\n",
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"435 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001201.20001201-17.MIPS.1.mosaic.fits\n",
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"439 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000141.20000141-18.MIPS.1.mosaic.fits\n",
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"445 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000791.20000791-488.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20000791.20000791-488.MIPS.1.mosaic.fits ['20000791.20000791-488.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 4.186871542862611e-06\n",
"downloaded: [ True]\n",
"updating intersection with HELP\n",
"----------------\n",
"446 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000801.20000801-489.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20000801.20000801-489.MIPS.1.mosaic.fits ['20000801.20000801-489.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 0.0\n",
"downloaded: [ True]\n",
"updating intersection with HELP\n",
"----------------\n",
"447 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001321.20001321-65.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20001321.20001321-65.MIPS.1.mosaic.fits ['20001321.20001321-65.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 6.8308521514581236e-06\n",
"downloaded: [ True]\n",
"updating intersection with HELP\n",
"----------------\n",
"448 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001141.20001141-65.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20001141.20001141-65.MIPS.1.mosaic.fits ['20001141.20001141-65.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 9.103251567919778e-06\n",
"downloaded: [ True]\n",
"updating intersection with HELP\n",
"----------------\n",
"449 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000791.20000791-576.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20000791.20000791-576.MIPS.1.mosaic.fits ['20000791.20000791-576.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 0.0\n",
"downloaded: [ True]\n",
"updating intersection with HELP\n",
"----------------\n",
"450 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000821.20000821-524.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20000821.20000821-524.MIPS.1.mosaic.fits ['20000821.20000821-524.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 0.0\n",
"downloaded: [ True]\n",
"updating intersection with HELP\n",
"----------------\n",
"451 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000021.20000021-1.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20000021.20000021-1.MIPS.1.mosaic.fits ['20000021.20000021-1.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 3.189844107906066e-05\n",
"downloaded: [ True]\n",
"updating intersection with HELP\n",
"----------------\n",
"452 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000791.20000791-453.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20000791.20000791-453.MIPS.1.mosaic.fits ['20000791.20000791-453.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 2.3670014522542642e-05\n",
"downloaded: [ True]\n",
"updating intersection with HELP\n",
"----------------\n",
"453 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001201.20001201-92.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20001201.20001201-92.MIPS.1.mosaic.fits ['20001201.20001201-92.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 1.4736461451817854e-05\n",
"downloaded: [ True]\n",
"updating intersection with HELP\n",
"----------------\n",
"454 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000861.20000861-87.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20000861.20000861-87.MIPS.1.mosaic.fits ['20000861.20000861-87.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 2.404062043595699e-05\n",
"downloaded: [ True]\n",
"updating intersection with HELP\n",
"----------------\n",
"455 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001201.20001201-59.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20001201.20001201-59.MIPS.1.mosaic.fits ['20001201.20001201-59.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 2.8243096438331784e-05\n",
"downloaded: [ True]\n",
"updating intersection with HELP\n",
"----------------\n",
"456 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000271.20000271-0.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20000271.20000271-0.MIPS.1.mosaic.fits ['20000271.20000271-0.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 5.578496747733483e-05\n",
"downloaded: [ True]\n",
"updating intersection with HELP\n",
"----------------\n",
"457 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000821.20000821-401.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20000821.20000821-401.MIPS.1.mosaic.fits ['20000821.20000821-401.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 2.2728870558214102e-05\n",
"downloaded: [ True]\n",
"updating intersection with HELP\n",
"----------------\n",
"458 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000821.20000821-366.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20000821.20000821-366.MIPS.1.mosaic.fits ['20000821.20000821-366.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 2.216320890089747e-05\n",
"downloaded: [ True]\n",
"updating intersection with HELP\n",
"----------------\n",
"459 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000791.20000791-505.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20000791.20000791-505.MIPS.1.mosaic.fits ['20000791.20000791-505.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 0.0\n",
"downloaded: [ True]\n",
"updating intersection with HELP\n",
"----------------\n",
"460 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/40004930.40004930-0.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"40004930.40004930-0.MIPS.1.mosaic.fits ['40004930.40004930-0.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 9.297332033102555e-06\n",
"downloaded: [ True]\n",
"updating intersection with HELP\n",
"----------------\n",
"461 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/40006150.40006150-0.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"40006150.40006150-0.MIPS.1.mosaic.fits ['40006150.40006150-0.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 1.3180891894197107e-05\n",
"downloaded: [ True]\n",
"updating intersection with HELP\n",
"----------------\n",
"462 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000801.20000801-628.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20000801.20000801-628.MIPS.1.mosaic.fits ['20000801.20000801-628.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 0.0\n",
"downloaded: [ True]\n",
"updating intersection with HELP\n",
"----------------\n",
"463 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20001201.20001201-9.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20001201.20001201-9.MIPS.1.mosaic.fits ['20001201.20001201-9.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 3.1052874429244244e-06\n",
"downloaded: [ True]\n",
"updating intersection with HELP\n",
"----------------\n",
"464 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000791.20000791-262.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20000791.20000791-262.MIPS.1.mosaic.fits ['20000791.20000791-262.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 1.81421347403518e-05\n",
"downloaded: [ True]\n",
"updating intersection with HELP\n",
"----------------\n",
"465 ../../dmu17/dmu17_SEIP_maps//Herschel-Stripe-82/data/20000861.20000861-471.MIPS.1.mosaic.fits\n",
"Herschel-Stripe-82\n",
"20000861.20000861-471.MIPS.1.mosaic.fits ['20000861.20000861-471.MIPS.1.mosaic.fits']\n",
"../../dmu2/dmu2_field_coverages/Herschel-Stripe-82_MOC.fits\n",
"Area 0.0\n",
"downloaded: [ True]\n",
"updating intersection with HELP\n"
]
}
],
"source": [
"for i, file in enumerate(filelist):\n",
" print('----------------')\n",
" print(i,file)\n",
" folders=file.split('/')\n",
" print(folders[len(folders)-3])\n",
" field=folders[len(folders)-3]\n",
" filename=folders[len(folders)-1]\n",
" seip_id=(filename==seip_data.field('file')) \n",
" print(filename,seip_data.field('file')[seip_id])\n",
"# actual HELP SPIRE MOC\n",
" print(f'{moc_dir}{field}_MOC.fits')\n",
"# help_moc_hdu = fits.open(f'{moc_dir}{field}_MOC.fits')\n",
" help_moc=MOC()\n",
"# pymoc.io.fits.read_moc_fits(help_moc, f'{moc_dir}{field}_MOC.fits',include_meta=False)\n",
" help_moc.read(f'{moc_dir}{field}_MOC.fits')\n",
"\n",
" if seip_data.field('downloaded')[seip_id]:\n",
" print(\"Already downloaded skipping file\",filename)\n",
" else:\n",
" ext=0\n",
" \n",
" try:\n",
"\n",
" # Load in image map\n",
" image_map=fits.open(file)\n",
" image_hdu = fits.ImageHDU(header=image_map[ext].header,\n",
" data=image_map[ext].data)\n",
" image_hdu.header['EXTNAME'] = \"IMAGE\"\n",
" \n",
" # Load in uncertainty map\n",
" noise_map=fits.open(file.replace('mosaic','unc'))\n",
" noise_hdu = fits.ImageHDU(header=noise_map[ext].header,\n",
" data=noise_map[ext].data)\n",
" noise_hdu.header['EXTNAME'] = \"ERROR\"\n",
" \n",
" # we'll use the uncertainty map to generate a MOC\n",
" good=~np.isnan(noise_map[ext].data)\n",
" w = wcs.WCS(noise_map[ext].header) \n",
" m=create_MOC_from_map(good,w)\n",
" total_moc=total_moc+m\n",
" \n",
" intersect=m.intersection(help_moc)\n",
" print('Area',repr(intersect.area))\n",
" \n",
"# moc_hdu=io.fits.write_moc_fits_hdu(m)\n",
"# io.fits.write_moc_fits(m,file.replace('mosaic','moc3'),overwrite=True)\n",
" \n",
" m.write(file.replace('mosaic','moc'), overwrite=True)\n",
" \n",
" # Load in coverage map\n",
" cov_map=fits.open(file.replace('mosaic','cov'))\n",
" cov_hdu = fits.ImageHDU(header=cov_map[ext].header,\n",
" data=cov_map[ext].data)\n",
" cov_hdu.header['EXTNAME'] = \"COVERAGE\"\n",
"\n",
" # Mark this tile as successfully downloaded\n",
" \n",
" seip_data.field('downloaded')[seip_id]=True\n",
" print('downloaded:',seip_data.field('downloaded')[seip_id])\n",
"\n",
"# ----------------------------\n",
" # mark this tile with area of overlap with HELP\n",
" seip_data.field('inhelp')[seip_id]=(intersect.area>0.)\n",
" seip_table2.field('areahelp')[seip_id]=(intersect.area)\n",
" print('updating intersection with HELP')\n",
" #print(seip_id) \n",
"# ----------------------------\n",
"\n",
" except:\n",
" # update the SEIP file to clearly indicate that this file is not there\n",
" seip_data.field('downloaded')[seip_id]=False\n",
" print,'error'\n",
"# stop\n",
" #fits.close(file)\n",
" pass\n",
" \n",
" #Create primary header\n",
" primary_hdu = fits.PrimaryHDU()\n",
" primary_hdu.header.append((\n",
" \"CREATOR\", \"Herschel Extragalactic Legacy Project\"\n",
" ))\n",
" primary_hdu.header.append((\n",
" \"TIMESYS\", \"UTC\", \"All dates are in UTC time\"\n",
" ))\n",
" primary_hdu.header.append((\n",
" \"DATE\", datetime.now().replace(microsecond=0).isoformat(),\n",
" \"Date of file creation\"\n",
" ))\n",
" primary_hdu.header.append((\n",
" \"VERSION\", VERSION, \"HELP product version\"\n",
" ))\n",
" primary_hdu.header.append((\n",
" \"TELESCOP\", \"Spitzer\", \"Name of the telescope\"\n",
" ))\n",
" primary_hdu.header.append((\n",
" \"INSTRUME\", \"MIPS\", \"Name of the instrument\"\n",
" ))\n",
" primary_hdu.header.append((\n",
" \"FILTER\", \"MIPS-24\", \"Name of the filter\"\n",
" ))\n",
" primary_hdu.header.append((\n",
" \"FIELD\", field, \"Name of the HELP field\"\n",
" ))\n",
"\n",
"\n",
" #Add empty extension for PSF\n",
" psf_hdu = fits.ImageHDU()\n",
" psf_hdu.header['EXTNAME'] = \"PSF\"\n",
" psf_hdu.header.add_comment(\"The PSF is not available.\")\n",
"\n",
" hdu_list = fits.HDUList([primary_hdu, image_hdu, noise_hdu, cov_hdu, psf_hdu])\n",
" hdu_list.writeto(file.replace('mosaic','help'),\n",
" checksum=True, overwrite=True)\n",
" # print(f\"{file} / processed...\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Wrapping up some output files"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
"# writing out the SEIP Table\n",
"seip_table.flush()\n",
"seip_table2.write(f\"{mainfolder}/{field_specified}/mosaic_tiles_{field_specified}_new.fits\", overwrite=True)\n",
"\n",
"# writing out the combined moc\n",
"total_moc.write('help_moc.fits', overwrite=True)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
" Finding MOC files and writing an Aladin Script for plotting then up
"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Number of MOC files found: 466\n"
]
}
],
"source": [
"# writing a file for plotting up MOCS in aladin\n",
"\n",
"moc_filelist= glob.glob(f\"{mainfolder}/{field_specified}/data/*1.moc.fits\", recursive=True)\n",
"print(\"Number of MOC files found:\", len(moc_filelist))\n",
"\n",
"\n",
"f=open(f\"{mainfolder}/{field_specified}/aladin_script_{field_specified}.txt\", 'w')\n",
"f.write(\"# This script can be loaded into Aladin using the Tools>Script Console (F5)\\n\")\n",
"f.write(\"# you will need to alter the file paths to be correct relative to your Aladin installation\\n\")\n",
"f.write(\"load \"+moc_dir+field+\"_MOC.fits \\n\")\n",
"# help_moc_hdu = fits.open(f'{moc_dir}{field}_MOC.fits')\n",
"\n",
"for i, file in enumerate(moc_filelist):\n",
" f.write(\"load \"+file.replace('mosaic','moc')+\"\\n\")\n",
"f.write(\"save \"+f\"{mainfolder}/{field_specified}/{field_specified}_moc_plots.eps\")\n",
"f.close()\n",
" "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"\n",
"-------------------------------------------------------------------------------\n",
"\n",
"\n",
"\n",
"**Authors**: This code was adapted from code used for SPIRE homogenisaton (Yannick Roehlly) and in turn adapted for PACS data (Peter Hurley). [Seb Oliver](http://www.sussex.ac.uk/profiles/91548)\n",
"\n",
" \n",
"For a full description of the database and how it is organised in to `dmu_products` please the top level [readme](../readme.md).\n",
" \n",
"The Herschel Extragalactic Legacy Project, ([HELP](http://herschel.sussex.ac.uk/)), is a [European Commission Research Executive Agency](https://ec.europa.eu/info/departments/research-executive-agency_en)\n",
"funded project under the SP1-Cooperation, Collaborative project, Small or medium-scale focused research project, FP7-SPACE-2013-1 scheme, Grant Agreement\n",
"Number 607254.\n",
"\n",
"[Acknowledgements](http://herschel.sussex.ac.uk/acknowledgements)\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python (herschelhelp_internal)",
"language": "python",
"name": "helpint"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.6.7"
}
},
"nbformat": 4,
"nbformat_minor": 2
}