Aligning Deep Exposures of Sparse Fields#
Note: The notebook in this repository 'Initialization.ipynb' goes over many of the basic concepts such as the setup of the environment/package installation and should be read first if you are new to HST images, DrizzlePac, or Astroquery.
Introduction#
This notebook demonstrates aligning long exposures which have relatively few stars and a large number of cosmic rays. It is based on the example described in the ISR linked here (ACS ISR 2015-04: Basic Use of SExtractor Catalogs With TweakReg - I), but uses a much simpler methodology.
Rather than making use of external software (e.g. SExtractor) and going through the extra steps to create ‘cosmic-ray cleaned’ images for each visit, this notebook demonstrates new features in TweakReg designed to mitigate false detections.
TweakReg’s source finding task imagefind now includes parameters to exclude false detections and allow the software to more easily solve for the image offsets using matched sources lists. For example, dqbits is a list of DQ flag values to include as ‘good’ or to exclude as ‘bad’ before generating and matching source lists. For ACS/WFC, setting dqbits=-16 will mask hot pixels flagged by the instrument team, eliminating a common problem where TweakReg locks onto hot pixels and solves for the dither pattern. This can occur when users set the detection threshold value too low and hot pixels outnumber astronomical sources. Other new parameters allow selection for sharpness and roundness, which give users better control over source selection criteria and the mitigation of artifacts. More details on imagefindpars options may be found on the following webpage.
from astropy.table import Table
from astropy.io import fits
from astroquery.mast import Observations
from ccdproc import ImageFileCollection
import glob
import matplotlib.pyplot as plt
import os
import shutil
from drizzlepac import tweakreg
from drizzlepac import astrodrizzle
from IPython.display import Image
The following task in the stsci.skypac package can be run with TEAL:
skymatch
The following tasks in the drizzlepac package can be run with TEAL:
astrodrizzle config_testbed imagefindpars mapreg
photeq pixreplace pixtopix pixtosky
refimagefindpars resetbits runastrodriz skytopix
tweakback tweakreg updatenpol
1. Download the Data#
The data in this example are comprised of 4 exposures in the F814W filter, all from Visit 0X of HST program 10092. Each exposure was dithered by ~60 pixels along the y-axis in order to obtain coverage in the area of the CCD chip gap. The X and Y dithers are given in arcseconds by the POSTARG1 and POSTARG2 keywords recorded in the image header.
The following commands query MAST, download the calibrated, CTE-corrected FLC files, and place them in the same ‘working’ directory as this notebook.
# Query MAST for the F814W files.
science_list = Observations.query_criteria(proposal_id='10092', filters='F814W', obs_id='j8xi0x*')
Observations.download_products(science_list['obsid'], mrp_only=False, download_dir='./science',
productSubGroupDescription=['FLC'])
science_files = glob.glob('science/mastDownload/HST/*/*fits')
for im in science_files:
root = im.split('/')[-1]
os.rename(im, './'+root)
shutil.rmtree('science/')
Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/j8xi0xs0q_flc.fits to ./science/mastDownload/HST/j8xi0xs0q/j8xi0xs0q_flc.fits ...
[Done]
Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/j8xi0xs3q_flc.fits to ./science/mastDownload/HST/j8xi0xs3q/j8xi0xs3q_flc.fits ...
[Done]
Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/j8xi0xs6q_flc.fits to ./science/mastDownload/HST/j8xi0xs6q/j8xi0xs6q_flc.fits ...
[Done]
Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/j8xi0xsaq_flc.fits to ./science/mastDownload/HST/j8xi0xsaq/j8xi0xsaq_flc.fits ...
[Done]
Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/hst_10092_0x_acs_wfc_f814w_j8xi0xs3_flc.fits to ./science/mastDownload/HST/hst_10092_0x_acs_wfc_f814w_j8xi0xs3/hst_10092_0x_acs_wfc_f814w_j8xi0xs3_flc.fits ...
[Done]
Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/hst_10092_0x_acs_wfc_f814w_j8xi0xsa_flc.fits to ./science/mastDownload/HST/hst_10092_0x_acs_wfc_f814w_j8xi0xsa/hst_10092_0x_acs_wfc_f814w_j8xi0xsa_flc.fits ...
[Done]
Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/hst_10092_0x_acs_wfc_f814w_j8xi0xs6_flc.fits to ./science/mastDownload/HST/hst_10092_0x_acs_wfc_f814w_j8xi0xs6/hst_10092_0x_acs_wfc_f814w_j8xi0xs6_flc.fits ...
[Done]
Downloading URL https://mast.stsci.edu/api/v0.1/Download/file?uri=mast:HST/product/hst_10092_0x_acs_wfc_f814w_j8xi0xs0_flc.fits to ./science/mastDownload/HST/hst_10092_0x_acs_wfc_f814w_j8xi0xs0/hst_10092_0x_acs_wfc_f814w_j8xi0xs0_flc.fits ...
[Done]
2. Inspect the image headers#
collect = ImageFileCollection('./',
keywords=["asn_id", "detector", "filter2", "exptime", "postarg1", "postarg2"],
glob_include="*flc.fits", ext=0)
out_table = collect.summary
out_table
Table masked=True length=8
| file | asn_id | detector | filter2 | exptime | postarg1 | postarg2 |
|---|---|---|---|---|---|---|
| str44 | str9 | str3 | str5 | float64 | float64 | float64 |
| hst_10092_0x_acs_wfc_f814w_j8xi0xs0_flc.fits | J8XI0X010 | WFC | F814W | 507.0 | 0.062 | -3.0518 |
| hst_10092_0x_acs_wfc_f814w_j8xi0xs3_flc.fits | J8XI0X010 | WFC | F814W | 507.0 | 0.31 | 0.023747 |
| hst_10092_0x_acs_wfc_f814w_j8xi0xs6_flc.fits | J8XI0X010 | WFC | F814W | 507.0 | -0.062 | 3.0518 |
| hst_10092_0x_acs_wfc_f814w_j8xi0xsa_flc.fits | J8XI0X010 | WFC | F814W | 507.0 | 0.186 | 6.127347 |
| j8xi0xs0q_flc.fits | J8XI0X010 | WFC | F814W | 507.0 | 0.062 | -3.0518 |
| j8xi0xs3q_flc.fits | J8XI0X010 | WFC | F814W | 507.0 | 0.31 | 0.023747 |
| j8xi0xs6q_flc.fits | J8XI0X010 | WFC | F814W | 507.0 | -0.062 | 3.0518 |
| j8xi0xsaq_flc.fits | J8XI0X010 | WFC | F814W | 507.0 | 0.186 | 6.127347 |
3. TweakReg Alignment#
Use TweakReg to align the FLC frames based on sources in the image. The provided input list (input_flc.list) is used to align the frames in the specified order with j8xi0xsaq_flc.fits as the reference image. The parameter conv_width specifies the convolution kernel width in pixels, with recommended values ~2x the PSF FWHM for detecting point sources in the FLC frame. For ACS/WFC & WFC3/UVIS, this parameter is typically set to 3.5 pixels and for WFC3/IR to 2.5 pixels, but the value can be increased in order to use compact objects such as small galaxies for alignment.
3a. Use ‘default’ parameters (Test1)#
tweakreg.TweakReg('@input_flc.list',
imagefindcfg={'threshold': 100,'conv_width': 3.5},
shiftfile=True, outshifts='shift814_flc_test1.txt',
updatehdr=False, interactive=False, ylimit=0.4)
INFO:drizzlepac.util:Setting up logfile : tweakreg.log
Setting up logfile : tweakreg.log
INFO:drizzlepac.tweakreg:TweakReg Version 3.5.1 started at: 16:53:20.489 (19/04/2024)
TweakReg Version 3.5.1 started at: 16:53:20.489 (19/04/2024)
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.util:Version Information
Version Information
INFO:drizzlepac.util:--------------------
--------------------
INFO:drizzlepac.util:Python Version 3.11.9 (main, Apr 2 2024, 15:20:57) [GCC 9.4.0]
Python Version 3.11.9 (main, Apr 2 2024, 15:20:57) [GCC 9.4.0]
INFO:drizzlepac.util:numpy Version -> 1.26.4
numpy Version -> 1.26.4
INFO:drizzlepac.util:astropy Version -> 5.3.3
astropy Version -> 5.3.3
INFO:drizzlepac.util:stwcs Version -> 1.7.2
stwcs Version -> 1.7.2
INFO:drizzlepac.util:photutils Version -> 1.12.0
photutils Version -> 1.12.0
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.tweakreg:USER INPUT PARAMETERS common to all Processing Steps:
INFO:drizzlepac.tweakreg: clean : False
INFO:drizzlepac.tweakreg: enforce_user_order : True
INFO:drizzlepac.tweakreg: exclusions :
INFO:drizzlepac.tweakreg: expand_refcat : False
INFO:drizzlepac.tweakreg: input : @input_flc.list
INFO:drizzlepac.tweakreg: interactive : False
INFO:drizzlepac.tweakreg: refimage :
INFO:drizzlepac.tweakreg: runfile : tweakreg.log
INFO:drizzlepac.tweakreg: updatewcs : False
INFO:drizzlepac.tweakreg: verbose : False
INFO:drizzlepac.tweakreg: writecat : True
INFO:drizzlepac.tweakutils:j8xi0xsaq_flc.fits
j8xi0xsaq_flc.fits
INFO:drizzlepac.tweakutils:
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.tweakreg:Finding shifts for:
Finding shifts for:
INFO:drizzlepac.tweakreg: j8xi0xsaq_flc.fits
j8xi0xsaq_flc.fits
INFO:drizzlepac.tweakreg: j8xi0xs6q_flc.fits
j8xi0xs6q_flc.fits
INFO:drizzlepac.tweakreg: j8xi0xs3q_flc.fits
j8xi0xs3q_flc.fits
INFO:drizzlepac.tweakreg: j8xi0xs0q_flc.fits
j8xi0xs0q_flc.fits
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.tweakreg:USER INPUT PARAMETERS for finding sources for each input image:
INFO:drizzlepac.tweakreg: clean : False
INFO:drizzlepac.tweakreg: computesig : True
INFO:drizzlepac.tweakreg: conv_width : 3.5
INFO:drizzlepac.tweakreg: dqbits :
INFO:drizzlepac.tweakreg: enforce_user_order : True
INFO:drizzlepac.tweakreg: expand_refcat : False
INFO:drizzlepac.tweakreg: fluxmax : None
INFO:drizzlepac.tweakreg: fluxmin : None
INFO:drizzlepac.tweakreg: input : @input_flc.list
INFO:drizzlepac.tweakreg: interactive : False
INFO:drizzlepac.tweakreg: nsigma : 1.5
INFO:drizzlepac.tweakreg: peakmax : None
INFO:drizzlepac.tweakreg: peakmin : None
INFO:drizzlepac.tweakreg: ratio : 1.0
INFO:drizzlepac.tweakreg: refimage :
INFO:drizzlepac.tweakreg: roundhi : 1.0
INFO:drizzlepac.tweakreg: roundlo : -1.0
INFO:drizzlepac.tweakreg: runfile : tweakreg.log
INFO:drizzlepac.tweakreg: sharphi : 1.0
INFO:drizzlepac.tweakreg: sharplo : 0.2
INFO:drizzlepac.tweakreg: skysigma : 0.0
INFO:drizzlepac.tweakreg: theta : 0.0
INFO:drizzlepac.tweakreg: threshold : 100
INFO:drizzlepac.tweakreg: updatehdr : False
INFO:drizzlepac.tweakreg: updatewcs : False
INFO:drizzlepac.tweakreg: use_sharp_round : False
INFO:drizzlepac.tweakreg: verbose : False
INFO:drizzlepac.tweakreg: writecat : True
INFO:drizzlepac.tweakreg: xyunits : pixels
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.imgclasses:=== Source finding for image 'j8xi0xsaq_flc.fits':
=== Source finding for image 'j8xi0xsaq_flc.fits':
INFO:drizzlepac.catalogs: # Source finding for 'j8xi0xsaq_flc.fits', EXT=('SCI', 1) started at: 16:53:20.606 (19/04/2024)
# Source finding for 'j8xi0xsaq_flc.fits', EXT=('SCI', 1) started at: 16:53:20.606 (19/04/2024)
INFO:drizzlepac.catalogs: Finding sources using sky sigma = 10.173581
INFO:drizzlepac.catalogs:###Source finding finished at: 16:53:21.150 (19/04/2024)
INFO:drizzlepac.catalogs: Found 8432 objects.
Found 8432 objects.
INFO:drizzlepac.catalogs: # Source finding for 'j8xi0xsaq_flc.fits', EXT=('SCI', 2) started at: 16:53:21.223 (19/04/2024)
# Source finding for 'j8xi0xsaq_flc.fits', EXT=('SCI', 2) started at: 16:53:21.223 (19/04/2024)
INFO:drizzlepac.catalogs: Finding sources using sky sigma = 10.010727
INFO:drizzlepac.catalogs:###Source finding finished at: 16:53:21.690 (19/04/2024)
INFO:drizzlepac.catalogs: Found 8580 objects.
Found 8580 objects.
INFO:drizzlepac.imgclasses:=== FINAL number of objects in image 'j8xi0xsaq_flc.fits': 17012
=== FINAL number of objects in image 'j8xi0xsaq_flc.fits': 17012
INFO:drizzlepac.imgclasses:
INFO:drizzlepac.imgclasses:=== Source finding for image 'j8xi0xs6q_flc.fits':
=== Source finding for image 'j8xi0xs6q_flc.fits':
INFO:drizzlepac.catalogs: # Source finding for 'j8xi0xs6q_flc.fits', EXT=('SCI', 1) started at: 16:53:22.214 (19/04/2024)
# Source finding for 'j8xi0xs6q_flc.fits', EXT=('SCI', 1) started at: 16:53:22.214 (19/04/2024)
INFO:drizzlepac.catalogs: Finding sources using sky sigma = 10.091659
INFO:drizzlepac.catalogs:###Source finding finished at: 16:53:22.614 (19/04/2024)
INFO:drizzlepac.catalogs: Found 6202 objects.
Found 6202 objects.
INFO:drizzlepac.catalogs: # Source finding for 'j8xi0xs6q_flc.fits', EXT=('SCI', 2) started at: 16:53:22.67 (19/04/2024)
# Source finding for 'j8xi0xs6q_flc.fits', EXT=('SCI', 2) started at: 16:53:22.67 (19/04/2024)
INFO:drizzlepac.catalogs: Finding sources using sky sigma = 10.106821
INFO:drizzlepac.catalogs:###Source finding finished at: 16:53:23.157 (19/04/2024)
INFO:drizzlepac.catalogs: Found 6118 objects.
Found 6118 objects.
INFO:drizzlepac.imgclasses:=== FINAL number of objects in image 'j8xi0xs6q_flc.fits': 12320
=== FINAL number of objects in image 'j8xi0xs6q_flc.fits': 12320
INFO:drizzlepac.imgclasses:
INFO:drizzlepac.imgclasses:=== Source finding for image 'j8xi0xs3q_flc.fits':
=== Source finding for image 'j8xi0xs3q_flc.fits':
INFO:drizzlepac.catalogs: # Source finding for 'j8xi0xs3q_flc.fits', EXT=('SCI', 1) started at: 16:53:23.982 (19/04/2024)
# Source finding for 'j8xi0xs3q_flc.fits', EXT=('SCI', 1) started at: 16:53:23.982 (19/04/2024)
INFO:drizzlepac.catalogs: Finding sources using sky sigma = 10.173861
INFO:drizzlepac.catalogs:###Source finding finished at: 16:53:24.354 (19/04/2024)
INFO:drizzlepac.catalogs: Found 4675 objects.
Found 4675 objects.
INFO:drizzlepac.catalogs: # Source finding for 'j8xi0xs3q_flc.fits', EXT=('SCI', 2) started at: 16:53:24.412 (19/04/2024)
# Source finding for 'j8xi0xs3q_flc.fits', EXT=('SCI', 2) started at: 16:53:24.412 (19/04/2024)
INFO:drizzlepac.catalogs: Finding sources using sky sigma = 10.040194
INFO:drizzlepac.catalogs:###Source finding finished at: 16:53:24.785 (19/04/2024)
INFO:drizzlepac.catalogs: Found 4793 objects.
Found 4793 objects.
INFO:drizzlepac.imgclasses:=== FINAL number of objects in image 'j8xi0xs3q_flc.fits': 9468
=== FINAL number of objects in image 'j8xi0xs3q_flc.fits': 9468
INFO:drizzlepac.imgclasses:
INFO:drizzlepac.imgclasses:=== Source finding for image 'j8xi0xs0q_flc.fits':
=== Source finding for image 'j8xi0xs0q_flc.fits':
INFO:drizzlepac.catalogs: # Source finding for 'j8xi0xs0q_flc.fits', EXT=('SCI', 1) started at: 16:53:25.518 (19/04/2024)
# Source finding for 'j8xi0xs0q_flc.fits', EXT=('SCI', 1) started at: 16:53:25.518 (19/04/2024)
INFO:drizzlepac.catalogs: Finding sources using sky sigma = 10.632135
INFO:drizzlepac.catalogs:###Source finding finished at: 16:53:25.892 (19/04/2024)
INFO:drizzlepac.catalogs: Found 4919 objects.
Found 4919 objects.
INFO:drizzlepac.catalogs: # Source finding for 'j8xi0xs0q_flc.fits', EXT=('SCI', 2) started at: 16:53:25.955 (19/04/2024)
# Source finding for 'j8xi0xs0q_flc.fits', EXT=('SCI', 2) started at: 16:53:25.955 (19/04/2024)
INFO:drizzlepac.catalogs: Finding sources using sky sigma = 10.651426
INFO:drizzlepac.catalogs:###Source finding finished at: 16:53:26.341 (19/04/2024)
INFO:drizzlepac.catalogs: Found 5225 objects.
Found 5225 objects.
INFO:drizzlepac.imgclasses:=== FINAL number of objects in image 'j8xi0xs0q_flc.fits': 10144
=== FINAL number of objects in image 'j8xi0xs0q_flc.fits': 10144
INFO:drizzlepac.imgclasses:
INFO:drizzlepac.imgclasses:Converting RA/Dec positions of reference sources from "j8xi0xsaq_flc.fits" to X,Y positions in reference WCS...
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.tweakreg:===============================================================
===============================================================
INFO:drizzlepac.tweakreg:Performing alignment in the projection plane defined by the WCS
Performing alignment in the projection plane defined by the WCS
INFO:drizzlepac.tweakreg:derived from 'j8xi0xsaq_flc.fits'
derived from 'j8xi0xsaq_flc.fits'
INFO:drizzlepac.tweakreg:===============================================================
===============================================================
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.tweakreg:USER INPUT PARAMETERS for matching sources:
INFO:drizzlepac.tweakreg: minobj : 15
INFO:drizzlepac.tweakreg: residplot : both
INFO:drizzlepac.tweakreg: searchrad : 1.0
INFO:drizzlepac.tweakreg: searchunits : arcseconds
INFO:drizzlepac.tweakreg: see2dplot : True
INFO:drizzlepac.tweakreg: separation : 0.5
INFO:drizzlepac.tweakreg: tolerance : 1.0
INFO:drizzlepac.tweakreg: use2dhist : True
INFO:drizzlepac.tweakreg: xoffset : 0.0
INFO:drizzlepac.tweakreg: yoffset : 0.0
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.tweakreg:USER INPUT PARAMETERS for fitting source lists:
INFO:drizzlepac.tweakreg: fitgeometry : rscale
INFO:drizzlepac.tweakreg: labelsize : 8
INFO:drizzlepac.tweakreg: minobj : 15
INFO:drizzlepac.tweakreg: nclip : 3
INFO:drizzlepac.tweakreg: residplot : both
INFO:drizzlepac.tweakreg: sigma : 3.0
INFO:drizzlepac.tweakreg: ylimit : 0.4
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.tweakreg:USER INPUT PARAMETERS for creating a shiftfile:
INFO:drizzlepac.tweakreg: outshifts : shift814_flc_test1.txt
INFO:drizzlepac.tweakreg: outwcs : shifts_wcs.fits
INFO:drizzlepac.tweakreg: shiftfile : True
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.tweakreg:====================
====================
INFO:drizzlepac.tweakreg:Performing fit for: j8xi0xs6q_flc.fits
Performing fit for: j8xi0xs6q_flc.fits
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.imgclasses:Matching sources from 'j8xi0xs6q_flc.fits' with sources from reference image 'j8xi0xsaq_flc.fits'
Matching sources from 'j8xi0xs6q_flc.fits' with sources from reference image 'j8xi0xsaq_flc.fits'
INFO:drizzlepac.imgclasses:Computing initial guess for X and Y shifts...
Computing initial guess for X and Y shifts...
INFO:drizzlepac.imgclasses:Found initial X and Y shifts of -0.1058, -0.2513 with significance of 17.35 and 378 matches
Found initial X and Y shifts of -0.1058, -0.2513 with significance of 17.35 and 378 matches
INFO:drizzlepac.imgclasses:Found 102 matches for j8xi0xs6q_flc.fits...
Found 102 matches for j8xi0xs6q_flc.fits...
INFO:drizzlepac.linearfit:Performing "rscale" fit
INFO:drizzlepac.linearfit:Performing "rscale" fit
INFO:drizzlepac.linearfit:Performing "rscale" fit
INFO:drizzlepac.linearfit:Performing "rscale" fit
INFO:drizzlepac.imgclasses:Computed rscale fit for j8xi0xs6q_flc.fits :
Computed rscale fit for j8xi0xs6q_flc.fits :
INFO:drizzlepac.imgclasses:XSH: -0.1263 YSH: -0.1598 ROT: 359.9994312 SCALE: 0.999925
XSH: -0.1263 YSH: -0.1598 ROT: 359.9994312 SCALE: 0.999925
INFO:drizzlepac.imgclasses:FIT XRMS: 0.37 FIT YRMS: 0.38
FIT XRMS: 0.37 FIT YRMS: 0.38
INFO:drizzlepac.imgclasses:FIT RMSE: 0.53 FIT MAE: 0.46
FIT RMSE: 0.53 FIT MAE: 0.46
INFO:drizzlepac.imgclasses:
INFO:drizzlepac.imgclasses:RMS_RA: 6.1e-06 (deg) RMS_DEC: 4.1e-06 (deg)
RMS_RA: 6.1e-06 (deg) RMS_DEC: 4.1e-06 (deg)
INFO:drizzlepac.imgclasses:
INFO:drizzlepac.imgclasses:Final solution based on 102 objects.
Final solution based on 102 objects.
INFO:drizzlepac.imgclasses:Creating catalog for the fit: j8xi0xs6q_flc_catalog_fit.match
INFO:drizzlepac.tweakutils:wrote XY data to: j8xi0xs6q_flc_catalog_fit.match
wrote XY data to: j8xi0xs6q_flc_catalog_fit.match
INFO:drizzlepac.tweakutils:Total # points: 102
Total # points: 102
INFO:drizzlepac.tweakutils:# of points after clipping: 102
# of points after clipping: 102
INFO:drizzlepac.tweakutils:Total # points: 102
Total # points: 102
INFO:drizzlepac.tweakutils:# of points after clipping: 102
# of points after clipping: 102
INFO:drizzlepac.updatehdr:....Updating header for 'j8xi0xs6q_flc.fits' ...
INFO:drizzlepac.updatehdr:Processing j8xi0xs6q_flc.fits['SCI',1]
INFO:drizzlepac.updatehdr:Updating header for j8xi0xs6q_flc.fits[1]
INFO:drizzlepac.updatehdr:Processing j8xi0xs6q_flc.fits['SCI',2]
INFO:drizzlepac.updatehdr:Updating header for j8xi0xs6q_flc.fits[4]
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.tweakreg:====================
====================
INFO:drizzlepac.tweakreg:Performing fit for: j8xi0xs3q_flc.fits
Performing fit for: j8xi0xs3q_flc.fits
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.imgclasses:Matching sources from 'j8xi0xs3q_flc.fits' with sources from reference image 'j8xi0xsaq_flc.fits'
Matching sources from 'j8xi0xs3q_flc.fits' with sources from reference image 'j8xi0xsaq_flc.fits'
INFO:drizzlepac.imgclasses:Computing initial guess for X and Y shifts...
Computing initial guess for X and Y shifts...
INFO:drizzlepac.imgclasses:Found initial X and Y shifts of -0.3663, -0.04756 with significance of 16.7 and 305 matches
Found initial X and Y shifts of -0.3663, -0.04756 with significance of 16.7 and 305 matches
INFO:drizzlepac.imgclasses:Found 79 matches for j8xi0xs3q_flc.fits...
Found 79 matches for j8xi0xs3q_flc.fits...
INFO:drizzlepac.linearfit:Performing "rscale" fit
INFO:drizzlepac.linearfit:Performing "rscale" fit
INFO:drizzlepac.linearfit:Performing "rscale" fit
INFO:drizzlepac.linearfit:Performing "rscale" fit
INFO:drizzlepac.imgclasses:Computed rscale fit for j8xi0xs3q_flc.fits :
Computed rscale fit for j8xi0xs3q_flc.fits :
INFO:drizzlepac.imgclasses:XSH: -0.2238 YSH: 0.0804 ROT: 359.9984056 SCALE: 1.000031
XSH: -0.2238 YSH: 0.0804 ROT: 359.9984056 SCALE: 1.000031
INFO:drizzlepac.imgclasses:FIT XRMS: 0.44 FIT YRMS: 0.33
FIT XRMS: 0.44 FIT YRMS: 0.33
INFO:drizzlepac.imgclasses:FIT RMSE: 0.55 FIT MAE: 0.48
FIT RMSE: 0.55 FIT MAE: 0.48
INFO:drizzlepac.imgclasses:
INFO:drizzlepac.imgclasses:RMS_RA: 5.6e-06 (deg) RMS_DEC: 5.2e-06 (deg)
RMS_RA: 5.6e-06 (deg) RMS_DEC: 5.2e-06 (deg)
INFO:drizzlepac.imgclasses:
INFO:drizzlepac.imgclasses:Final solution based on 79 objects.
Final solution based on 79 objects.
INFO:drizzlepac.imgclasses:Creating catalog for the fit: j8xi0xs3q_flc_catalog_fit.match
INFO:drizzlepac.tweakutils:wrote XY data to: j8xi0xs3q_flc_catalog_fit.match
wrote XY data to: j8xi0xs3q_flc_catalog_fit.match
INFO:drizzlepac.tweakutils:Total # points: 79
Total # points: 79
INFO:drizzlepac.tweakutils:# of points after clipping: 79
# of points after clipping: 79
INFO:drizzlepac.tweakutils:Total # points: 79
Total # points: 79
INFO:drizzlepac.tweakutils:# of points after clipping: 79
# of points after clipping: 79
INFO:drizzlepac.updatehdr:....Updating header for 'j8xi0xs3q_flc.fits' ...
INFO:drizzlepac.updatehdr:Processing j8xi0xs3q_flc.fits['SCI',1]
INFO:drizzlepac.updatehdr:Updating header for j8xi0xs3q_flc.fits[1]
INFO:drizzlepac.updatehdr:Processing j8xi0xs3q_flc.fits['SCI',2]
INFO:drizzlepac.updatehdr:Updating header for j8xi0xs3q_flc.fits[4]
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.tweakreg:====================
====================
INFO:drizzlepac.tweakreg:Performing fit for: j8xi0xs0q_flc.fits
Performing fit for: j8xi0xs0q_flc.fits
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.imgclasses:Matching sources from 'j8xi0xs0q_flc.fits' with sources from reference image 'j8xi0xsaq_flc.fits'
Matching sources from 'j8xi0xs0q_flc.fits' with sources from reference image 'j8xi0xsaq_flc.fits'
INFO:drizzlepac.imgclasses:Computing initial guess for X and Y shifts...
Computing initial guess for X and Y shifts...
INFO:drizzlepac.imgclasses:Found initial X and Y shifts of 0.294, -0.06495 with significance of 15.18 and 308 matches
Found initial X and Y shifts of 0.294, -0.06495 with significance of 15.18 and 308 matches
INFO:drizzlepac.imgclasses:Found 78 matches for j8xi0xs0q_flc.fits...
Found 78 matches for j8xi0xs0q_flc.fits...
INFO:drizzlepac.linearfit:Performing "rscale" fit
INFO:drizzlepac.linearfit:Performing "rscale" fit
INFO:drizzlepac.linearfit:Performing "rscale" fit
INFO:drizzlepac.linearfit:Performing "rscale" fit
INFO:drizzlepac.imgclasses:Computed rscale fit for j8xi0xs0q_flc.fits :
Computed rscale fit for j8xi0xs0q_flc.fits :
INFO:drizzlepac.imgclasses:XSH: 0.2007 YSH: 0.1344 ROT: 0.0003832021164 SCALE: 0.999994
XSH: 0.2007 YSH: 0.1344 ROT: 0.0003832021164 SCALE: 0.999994
INFO:drizzlepac.imgclasses:FIT XRMS: 0.39 FIT YRMS: 0.29
FIT XRMS: 0.39 FIT YRMS: 0.29
INFO:drizzlepac.imgclasses:FIT RMSE: 0.48 FIT MAE: 0.39
FIT RMSE: 0.48 FIT MAE: 0.39
INFO:drizzlepac.imgclasses:
INFO:drizzlepac.imgclasses:RMS_RA: 4.9e-06 (deg) RMS_DEC: 4.6e-06 (deg)
RMS_RA: 4.9e-06 (deg) RMS_DEC: 4.6e-06 (deg)
INFO:drizzlepac.imgclasses:
INFO:drizzlepac.imgclasses:Final solution based on 76 objects.
Final solution based on 76 objects.
INFO:drizzlepac.imgclasses:Creating catalog for the fit: j8xi0xs0q_flc_catalog_fit.match
INFO:drizzlepac.tweakutils:wrote XY data to: j8xi0xs0q_flc_catalog_fit.match
wrote XY data to: j8xi0xs0q_flc_catalog_fit.match
INFO:drizzlepac.tweakutils:Total # points: 76
Total # points: 76
INFO:drizzlepac.tweakutils:# of points after clipping: 76
# of points after clipping: 76
INFO:drizzlepac.tweakutils:Total # points: 76
Total # points: 76
INFO:drizzlepac.tweakutils:# of points after clipping: 76
# of points after clipping: 76
INFO:drizzlepac.updatehdr:....Updating header for 'j8xi0xs0q_flc.fits' ...
INFO:drizzlepac.updatehdr:Processing j8xi0xs0q_flc.fits['SCI',1]
INFO:drizzlepac.updatehdr:Updating header for j8xi0xs0q_flc.fits[1]
INFO:drizzlepac.updatehdr:Processing j8xi0xs0q_flc.fits['SCI',2]
INFO:drizzlepac.updatehdr:Updating header for j8xi0xs0q_flc.fits[4]
INFO:drizzlepac.tweakutils:Writing out shiftfile : shift814_flc_test1.txt
Writing out shiftfile : shift814_flc_test1.txt
INFO:drizzlepac.util:Trailer file written to: tweakreg.log
Trailer file written to: tweakreg.log
# Give the 'fit residual plots' a unique name for comparison with other tests.
residual_pngs = glob.glob("residual*png")
for png in residual_pngs:
path = os.path.abspath(os.path.join(os.curdir, png))
new_path = os.path.abspath(os.path.join(os.curdir, 'test1_{}'.format(png)))
os.rename(path, new_path)
To verify that TweakReg has found a good fit, it is important to inspect the fit residuals. Below are the dx,dy residuals for each FLC file with respect to the reference image j8xi0xsaq_flc.fits. TweakReg finds >100 matches per frame, but the RMS of the fit residuals is quite large, ~0.7 pixels, and the points are not nicely clustered around dx,dy=0.0, as expected for a good fit.
Image(filename='test1_residuals_j8xi0xs0q_flc.png')
Image(filename='test1_residuals_j8xi0xs3q_flc.png')
Image(filename='test1_residuals_j8xi0xs6q_flc.png')
# Inspect the shift file for Test1
shift_table = Table.read('shift814_flc_test1.txt', format='ascii.no_header',
names=['file', 'dx', 'dy', 'rot', 'scale', 'xrms', 'yrms'])
formats = ['.2f', '.2f', '.3f', '.5f', '.2f', '.2f']
for i, col in enumerate(shift_table.colnames[1: ]):
shift_table[col].format = formats[i]
shift_table
Table length=4
| file | dx | dy | rot | scale | xrms | yrms |
|---|---|---|---|---|---|---|
| str18 | float64 | float64 | float64 | float64 | float64 | float64 |
| j8xi0xsaq_flc.fits | 0.00 | 0.00 | 0.000 | 1.00000 | 0.00 | 0.00 |
| j8xi0xs6q_flc.fits | -0.13 | -0.16 | 359.999 | 0.99992 | 0.37 | 0.38 |
| j8xi0xs3q_flc.fits | -0.22 | 0.08 | 359.998 | 1.00003 | 0.44 | 0.33 |
| j8xi0xs0q_flc.fits | 0.20 | 0.13 | 0.000 | 0.99999 | 0.39 | 0.29 |
3b. Adjust conv_width to find extended objects (Test 2)#
In order for TweakReg to use compact galaxies rather than point sources for alignment, we increase the convolution kernel width parameter conv_width from 3.5 to 6.0 pixels in order to find sources with a FWHM ~3 pixels in the FLC frames.
tweakreg.TweakReg('@input_flc.list',
imagefindcfg={'threshold': 100, 'conv_width': 6.0},
shiftfile=True, outshifts='shift814_flc_test2.txt',
updatehdr=False, interactive=False, ylimit=0.4)
INFO:drizzlepac.util:Setting up logfile : tweakreg.log
Setting up logfile : tweakreg.log
INFO:drizzlepac.tweakreg:TweakReg Version 3.5.1 started at: 16:53:32.470 (19/04/2024)
TweakReg Version 3.5.1 started at: 16:53:32.470 (19/04/2024)
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.util:Version Information
Version Information
INFO:drizzlepac.util:--------------------
--------------------
INFO:drizzlepac.util:Python Version 3.11.9 (main, Apr 2 2024, 15:20:57) [GCC 9.4.0]
Python Version 3.11.9 (main, Apr 2 2024, 15:20:57) [GCC 9.4.0]
INFO:drizzlepac.util:numpy Version -> 1.26.4
numpy Version -> 1.26.4
INFO:drizzlepac.util:astropy Version -> 5.3.3
astropy Version -> 5.3.3
INFO:drizzlepac.util:stwcs Version -> 1.7.2
stwcs Version -> 1.7.2
INFO:drizzlepac.util:photutils Version -> 1.12.0
photutils Version -> 1.12.0
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.tweakreg:USER INPUT PARAMETERS common to all Processing Steps:
INFO:drizzlepac.tweakreg: clean : False
INFO:drizzlepac.tweakreg: enforce_user_order : True
INFO:drizzlepac.tweakreg: exclusions :
INFO:drizzlepac.tweakreg: expand_refcat : False
INFO:drizzlepac.tweakreg: input : @input_flc.list
INFO:drizzlepac.tweakreg: interactive : False
INFO:drizzlepac.tweakreg: refimage :
INFO:drizzlepac.tweakreg: runfile : tweakreg.log
INFO:drizzlepac.tweakreg: updatewcs : False
INFO:drizzlepac.tweakreg: verbose : False
INFO:drizzlepac.tweakreg: writecat : True
INFO:drizzlepac.tweakutils:j8xi0xsaq_flc.fits
j8xi0xsaq_flc.fits
INFO:drizzlepac.tweakutils:
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.tweakreg:Finding shifts for:
Finding shifts for:
INFO:drizzlepac.tweakreg: j8xi0xsaq_flc.fits
j8xi0xsaq_flc.fits
INFO:drizzlepac.tweakreg: j8xi0xs6q_flc.fits
j8xi0xs6q_flc.fits
INFO:drizzlepac.tweakreg: j8xi0xs3q_flc.fits
j8xi0xs3q_flc.fits
INFO:drizzlepac.tweakreg: j8xi0xs0q_flc.fits
j8xi0xs0q_flc.fits
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.tweakreg:USER INPUT PARAMETERS for finding sources for each input image:
INFO:drizzlepac.tweakreg: clean : False
INFO:drizzlepac.tweakreg: computesig : True
INFO:drizzlepac.tweakreg: conv_width : 6.0
INFO:drizzlepac.tweakreg: dqbits :
INFO:drizzlepac.tweakreg: enforce_user_order : True
INFO:drizzlepac.tweakreg: expand_refcat : False
INFO:drizzlepac.tweakreg: fluxmax : None
INFO:drizzlepac.tweakreg: fluxmin : None
INFO:drizzlepac.tweakreg: input : @input_flc.list
INFO:drizzlepac.tweakreg: interactive : False
INFO:drizzlepac.tweakreg: nsigma : 1.5
INFO:drizzlepac.tweakreg: peakmax : None
INFO:drizzlepac.tweakreg: peakmin : None
INFO:drizzlepac.tweakreg: ratio : 1.0
INFO:drizzlepac.tweakreg: refimage :
INFO:drizzlepac.tweakreg: roundhi : 1.0
INFO:drizzlepac.tweakreg: roundlo : -1.0
INFO:drizzlepac.tweakreg: runfile : tweakreg.log
INFO:drizzlepac.tweakreg: sharphi : 1.0
INFO:drizzlepac.tweakreg: sharplo : 0.2
INFO:drizzlepac.tweakreg: skysigma : 0.0
INFO:drizzlepac.tweakreg: theta : 0.0
INFO:drizzlepac.tweakreg: threshold : 100
INFO:drizzlepac.tweakreg: updatehdr : False
INFO:drizzlepac.tweakreg: updatewcs : False
INFO:drizzlepac.tweakreg: use_sharp_round : False
INFO:drizzlepac.tweakreg: verbose : False
INFO:drizzlepac.tweakreg: writecat : True
INFO:drizzlepac.tweakreg: xyunits : pixels
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.imgclasses:=== Source finding for image 'j8xi0xsaq_flc.fits':
=== Source finding for image 'j8xi0xsaq_flc.fits':
INFO:drizzlepac.catalogs: # Source finding for 'j8xi0xsaq_flc.fits', EXT=('SCI', 1) started at: 16:53:32.59 (19/04/2024)
# Source finding for 'j8xi0xsaq_flc.fits', EXT=('SCI', 1) started at: 16:53:32.59 (19/04/2024)
INFO:drizzlepac.catalogs: Finding sources using sky sigma = 10.173581
INFO:drizzlepac.catalogs:###Source finding finished at: 16:53:33.146 (19/04/2024)
INFO:drizzlepac.catalogs: Found 2692 objects.
Found 2692 objects.
INFO:drizzlepac.catalogs: # Source finding for 'j8xi0xsaq_flc.fits', EXT=('SCI', 2) started at: 16:53:33.19 (19/04/2024)
# Source finding for 'j8xi0xsaq_flc.fits', EXT=('SCI', 2) started at: 16:53:33.19 (19/04/2024)
INFO:drizzlepac.catalogs: Finding sources using sky sigma = 10.010727
INFO:drizzlepac.catalogs:###Source finding finished at: 16:53:33.746 (19/04/2024)
INFO:drizzlepac.catalogs: Found 2624 objects.
Found 2624 objects.
INFO:drizzlepac.imgclasses:=== FINAL number of objects in image 'j8xi0xsaq_flc.fits': 5316
=== FINAL number of objects in image 'j8xi0xsaq_flc.fits': 5316
INFO:drizzlepac.imgclasses:
INFO:drizzlepac.imgclasses:=== Source finding for image 'j8xi0xs6q_flc.fits':
=== Source finding for image 'j8xi0xs6q_flc.fits':
INFO:drizzlepac.catalogs: # Source finding for 'j8xi0xs6q_flc.fits', EXT=('SCI', 1) started at: 16:53:34.236 (19/04/2024)
# Source finding for 'j8xi0xs6q_flc.fits', EXT=('SCI', 1) started at: 16:53:34.236 (19/04/2024)
INFO:drizzlepac.catalogs: Finding sources using sky sigma = 10.091659
INFO:drizzlepac.catalogs:###Source finding finished at: 16:53:34.766 (19/04/2024)
INFO:drizzlepac.catalogs: Found 1868 objects.
Found 1868 objects.
INFO:drizzlepac.catalogs: # Source finding for 'j8xi0xs6q_flc.fits', EXT=('SCI', 2) started at: 16:53:34.816 (19/04/2024)
# Source finding for 'j8xi0xs6q_flc.fits', EXT=('SCI', 2) started at: 16:53:34.816 (19/04/2024)
INFO:drizzlepac.catalogs: Finding sources using sky sigma = 10.106821
INFO:drizzlepac.catalogs:###Source finding finished at: 16:53:35.34 (19/04/2024)
INFO:drizzlepac.catalogs: Found 1858 objects.
Found 1858 objects.
INFO:drizzlepac.imgclasses:=== FINAL number of objects in image 'j8xi0xs6q_flc.fits': 3726
=== FINAL number of objects in image 'j8xi0xs6q_flc.fits': 3726
INFO:drizzlepac.imgclasses:
INFO:drizzlepac.imgclasses:=== Source finding for image 'j8xi0xs3q_flc.fits':
=== Source finding for image 'j8xi0xs3q_flc.fits':
INFO:drizzlepac.catalogs: # Source finding for 'j8xi0xs3q_flc.fits', EXT=('SCI', 1) started at: 16:53:35.73 (19/04/2024)
# Source finding for 'j8xi0xs3q_flc.fits', EXT=('SCI', 1) started at: 16:53:35.73 (19/04/2024)
INFO:drizzlepac.catalogs: Finding sources using sky sigma = 10.173861
INFO:drizzlepac.catalogs:###Source finding finished at: 16:53:36.275 (19/04/2024)
INFO:drizzlepac.catalogs: Found 1370 objects.
Found 1370 objects.
INFO:drizzlepac.catalogs: # Source finding for 'j8xi0xs3q_flc.fits', EXT=('SCI', 2) started at: 16:53:36.322 (19/04/2024)
# Source finding for 'j8xi0xs3q_flc.fits', EXT=('SCI', 2) started at: 16:53:36.322 (19/04/2024)
INFO:drizzlepac.catalogs: Finding sources using sky sigma = 10.040194
INFO:drizzlepac.catalogs:###Source finding finished at: 16:53:36.843 (19/04/2024)
INFO:drizzlepac.catalogs: Found 1426 objects.
Found 1426 objects.
INFO:drizzlepac.imgclasses:=== FINAL number of objects in image 'j8xi0xs3q_flc.fits': 2796
=== FINAL number of objects in image 'j8xi0xs3q_flc.fits': 2796
INFO:drizzlepac.imgclasses:
INFO:drizzlepac.imgclasses:=== Source finding for image 'j8xi0xs0q_flc.fits':
=== Source finding for image 'j8xi0xs0q_flc.fits':
INFO:drizzlepac.catalogs: # Source finding for 'j8xi0xs0q_flc.fits', EXT=('SCI', 1) started at: 16:53:37.287 (19/04/2024)
# Source finding for 'j8xi0xs0q_flc.fits', EXT=('SCI', 1) started at: 16:53:37.287 (19/04/2024)
INFO:drizzlepac.catalogs: Finding sources using sky sigma = 10.632135
INFO:drizzlepac.catalogs:###Source finding finished at: 16:53:37.809 (19/04/2024)
INFO:drizzlepac.catalogs: Found 1501 objects.
Found 1501 objects.
INFO:drizzlepac.catalogs: # Source finding for 'j8xi0xs0q_flc.fits', EXT=('SCI', 2) started at: 16:53:37.856 (19/04/2024)
# Source finding for 'j8xi0xs0q_flc.fits', EXT=('SCI', 2) started at: 16:53:37.856 (19/04/2024)
INFO:drizzlepac.catalogs: Finding sources using sky sigma = 10.651426
INFO:drizzlepac.catalogs:###Source finding finished at: 16:53:38.380 (19/04/2024)
INFO:drizzlepac.catalogs: Found 1539 objects.
Found 1539 objects.
INFO:drizzlepac.imgclasses:=== FINAL number of objects in image 'j8xi0xs0q_flc.fits': 3040
=== FINAL number of objects in image 'j8xi0xs0q_flc.fits': 3040
INFO:drizzlepac.imgclasses:
INFO:drizzlepac.imgclasses:Converting RA/Dec positions of reference sources from "j8xi0xsaq_flc.fits" to X,Y positions in reference WCS...
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.tweakreg:===============================================================
===============================================================
INFO:drizzlepac.tweakreg:Performing alignment in the projection plane defined by the WCS
Performing alignment in the projection plane defined by the WCS
INFO:drizzlepac.tweakreg:derived from 'j8xi0xsaq_flc.fits'
derived from 'j8xi0xsaq_flc.fits'
INFO:drizzlepac.tweakreg:===============================================================
===============================================================
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.tweakreg:USER INPUT PARAMETERS for matching sources:
INFO:drizzlepac.tweakreg: minobj : 15
INFO:drizzlepac.tweakreg: residplot : both
INFO:drizzlepac.tweakreg: searchrad : 1.0
INFO:drizzlepac.tweakreg: searchunits : arcseconds
INFO:drizzlepac.tweakreg: see2dplot : True
INFO:drizzlepac.tweakreg: separation : 0.5
INFO:drizzlepac.tweakreg: tolerance : 1.0
INFO:drizzlepac.tweakreg: use2dhist : True
INFO:drizzlepac.tweakreg: xoffset : 0.0
INFO:drizzlepac.tweakreg: yoffset : 0.0
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.tweakreg:USER INPUT PARAMETERS for fitting source lists:
INFO:drizzlepac.tweakreg: fitgeometry : rscale
INFO:drizzlepac.tweakreg: labelsize : 8
INFO:drizzlepac.tweakreg: minobj : 15
INFO:drizzlepac.tweakreg: nclip : 3
INFO:drizzlepac.tweakreg: residplot : both
INFO:drizzlepac.tweakreg: sigma : 3.0
INFO:drizzlepac.tweakreg: ylimit : 0.4
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.tweakreg:USER INPUT PARAMETERS for creating a shiftfile:
INFO:drizzlepac.tweakreg: outshifts : shift814_flc_test2.txt
INFO:drizzlepac.tweakreg: outwcs : shifts_wcs.fits
INFO:drizzlepac.tweakreg: shiftfile : True
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.tweakreg:====================
====================
INFO:drizzlepac.tweakreg:Performing fit for: j8xi0xs6q_flc.fits
Performing fit for: j8xi0xs6q_flc.fits
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.imgclasses:Matching sources from 'j8xi0xs6q_flc.fits' with sources from reference image 'j8xi0xsaq_flc.fits'
Matching sources from 'j8xi0xs6q_flc.fits' with sources from reference image 'j8xi0xsaq_flc.fits'
INFO:drizzlepac.imgclasses:Computing initial guess for X and Y shifts...
Computing initial guess for X and Y shifts...
INFO:drizzlepac.imgclasses:Found initial X and Y shifts of 0.0583, 0.02969 with significance of 34.2 and 85 matches
Found initial X and Y shifts of 0.0583, 0.02969 with significance of 34.2 and 85 matches
INFO:drizzlepac.imgclasses:Found 54 matches for j8xi0xs6q_flc.fits...
Found 54 matches for j8xi0xs6q_flc.fits...
INFO:drizzlepac.linearfit:Performing "rscale" fit
INFO:drizzlepac.linearfit:Performing "rscale" fit
INFO:drizzlepac.linearfit:Performing "rscale" fit
INFO:drizzlepac.linearfit:Performing "rscale" fit
INFO:drizzlepac.imgclasses:Computed rscale fit for j8xi0xs6q_flc.fits :
Computed rscale fit for j8xi0xs6q_flc.fits :
INFO:drizzlepac.imgclasses:XSH: -0.0607 YSH: 0.0704 ROT: 0.0002001666824 SCALE: 1.000028
XSH: -0.0607 YSH: 0.0704 ROT: 0.0002001666824 SCALE: 1.000028
INFO:drizzlepac.imgclasses:FIT XRMS: 0.11 FIT YRMS: 0.1
FIT XRMS: 0.11 FIT YRMS: 0.1
INFO:drizzlepac.imgclasses:FIT RMSE: 0.15 FIT MAE: 0.11
FIT RMSE: 0.15 FIT MAE: 0.11
INFO:drizzlepac.imgclasses:
INFO:drizzlepac.imgclasses:RMS_RA: 1.7e-06 (deg) RMS_DEC: 1.3e-06 (deg)
RMS_RA: 1.7e-06 (deg) RMS_DEC: 1.3e-06 (deg)
INFO:drizzlepac.imgclasses:
INFO:drizzlepac.imgclasses:Final solution based on 45 objects.
Final solution based on 45 objects.
INFO:drizzlepac.imgclasses:Creating catalog for the fit: j8xi0xs6q_flc_catalog_fit.match
INFO:drizzlepac.tweakutils:wrote XY data to: j8xi0xs6q_flc_catalog_fit.match
wrote XY data to: j8xi0xs6q_flc_catalog_fit.match
INFO:drizzlepac.tweakutils:Total # points: 45
Total # points: 45
INFO:drizzlepac.tweakutils:# of points after clipping: 45
# of points after clipping: 45
INFO:drizzlepac.tweakutils:Total # points: 45
Total # points: 45
INFO:drizzlepac.tweakutils:# of points after clipping: 45
# of points after clipping: 45
INFO:drizzlepac.updatehdr:....Updating header for 'j8xi0xs6q_flc.fits' ...
INFO:drizzlepac.updatehdr:Processing j8xi0xs6q_flc.fits['SCI',1]
INFO:drizzlepac.updatehdr:Updating header for j8xi0xs6q_flc.fits[1]
INFO:drizzlepac.updatehdr:Processing j8xi0xs6q_flc.fits['SCI',2]
INFO:drizzlepac.updatehdr:Updating header for j8xi0xs6q_flc.fits[4]
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.tweakreg:====================
====================
INFO:drizzlepac.tweakreg:Performing fit for: j8xi0xs3q_flc.fits
Performing fit for: j8xi0xs3q_flc.fits
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.imgclasses:Matching sources from 'j8xi0xs3q_flc.fits' with sources from reference image 'j8xi0xsaq_flc.fits'
Matching sources from 'j8xi0xs3q_flc.fits' with sources from reference image 'j8xi0xsaq_flc.fits'
INFO:drizzlepac.imgclasses:Computing initial guess for X and Y shifts...
Computing initial guess for X and Y shifts...
INFO:drizzlepac.imgclasses:Found initial X and Y shifts of 0.01832, 0.0522 with significance of 31.6 and 76 matches
Found initial X and Y shifts of 0.01832, 0.0522 with significance of 31.6 and 76 matches
INFO:drizzlepac.imgclasses:Found 45 matches for j8xi0xs3q_flc.fits...
Found 45 matches for j8xi0xs3q_flc.fits...
INFO:drizzlepac.linearfit:Performing "rscale" fit
INFO:drizzlepac.linearfit:Performing "rscale" fit
INFO:drizzlepac.linearfit:Performing "rscale" fit
INFO:drizzlepac.linearfit:Performing "rscale" fit
INFO:drizzlepac.imgclasses:Computed rscale fit for j8xi0xs3q_flc.fits :
Computed rscale fit for j8xi0xs3q_flc.fits :
INFO:drizzlepac.imgclasses:XSH: 0.0544 YSH: 0.1452 ROT: 0.001222522493 SCALE: 1.000026
XSH: 0.0544 YSH: 0.1452 ROT: 0.001222522493 SCALE: 1.000026
INFO:drizzlepac.imgclasses:FIT XRMS: 0.06 FIT YRMS: 0.17
FIT XRMS: 0.06 FIT YRMS: 0.17
INFO:drizzlepac.imgclasses:FIT RMSE: 0.18 FIT MAE: 0.11
FIT RMSE: 0.18 FIT MAE: 0.11
INFO:drizzlepac.imgclasses:
INFO:drizzlepac.imgclasses:RMS_RA: 2.4e-06 (deg) RMS_DEC: 4.2e-07 (deg)
RMS_RA: 2.4e-06 (deg) RMS_DEC: 4.2e-07 (deg)
INFO:drizzlepac.imgclasses:
INFO:drizzlepac.imgclasses:Final solution based on 38 objects.
Final solution based on 38 objects.
INFO:drizzlepac.imgclasses:Creating catalog for the fit: j8xi0xs3q_flc_catalog_fit.match
INFO:drizzlepac.tweakutils:wrote XY data to: j8xi0xs3q_flc_catalog_fit.match
wrote XY data to: j8xi0xs3q_flc_catalog_fit.match
INFO:drizzlepac.tweakutils:Total # points: 38
Total # points: 38
INFO:drizzlepac.tweakutils:# of points after clipping: 38
# of points after clipping: 38
INFO:drizzlepac.tweakutils:Total # points: 38
Total # points: 38
INFO:drizzlepac.tweakutils:# of points after clipping: 38
# of points after clipping: 38
INFO:drizzlepac.updatehdr:....Updating header for 'j8xi0xs3q_flc.fits' ...
INFO:drizzlepac.updatehdr:Processing j8xi0xs3q_flc.fits['SCI',1]
INFO:drizzlepac.updatehdr:Updating header for j8xi0xs3q_flc.fits[1]
INFO:drizzlepac.updatehdr:Processing j8xi0xs3q_flc.fits['SCI',2]
INFO:drizzlepac.updatehdr:Updating header for j8xi0xs3q_flc.fits[4]
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.tweakreg:====================
====================
INFO:drizzlepac.tweakreg:Performing fit for: j8xi0xs0q_flc.fits
Performing fit for: j8xi0xs0q_flc.fits
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.imgclasses:Matching sources from 'j8xi0xs0q_flc.fits' with sources from reference image 'j8xi0xsaq_flc.fits'
Matching sources from 'j8xi0xs0q_flc.fits' with sources from reference image 'j8xi0xsaq_flc.fits'
INFO:drizzlepac.imgclasses:Computing initial guess for X and Y shifts...
Computing initial guess for X and Y shifts...
INFO:drizzlepac.imgclasses:Found initial X and Y shifts of -0.09989, -0.01268 with significance of 30.88 and 73 matches
Found initial X and Y shifts of -0.09989, -0.01268 with significance of 30.88 and 73 matches
INFO:drizzlepac.imgclasses:Found 47 matches for j8xi0xs0q_flc.fits...
Found 47 matches for j8xi0xs0q_flc.fits...
INFO:drizzlepac.linearfit:Performing "rscale" fit
INFO:drizzlepac.linearfit:Performing "rscale" fit
INFO:drizzlepac.linearfit:Performing "rscale" fit
INFO:drizzlepac.linearfit:Performing "rscale" fit
INFO:drizzlepac.imgclasses:Computed rscale fit for j8xi0xs0q_flc.fits :
Computed rscale fit for j8xi0xs0q_flc.fits :
INFO:drizzlepac.imgclasses:XSH: 0.0678 YSH: 0.1571 ROT: 0.001909299132 SCALE: 1.000001
XSH: 0.0678 YSH: 0.1571 ROT: 0.001909299132 SCALE: 1.000001
INFO:drizzlepac.imgclasses:FIT XRMS: 0.08 FIT YRMS: 0.095
FIT XRMS: 0.08 FIT YRMS: 0.095
INFO:drizzlepac.imgclasses:FIT RMSE: 0.12 FIT MAE: 0.092
FIT RMSE: 0.12 FIT MAE: 0.092
INFO:drizzlepac.imgclasses:
INFO:drizzlepac.imgclasses:RMS_RA: 1.5e-06 (deg) RMS_DEC: 8.7e-07 (deg)
RMS_RA: 1.5e-06 (deg) RMS_DEC: 8.7e-07 (deg)
INFO:drizzlepac.imgclasses:
INFO:drizzlepac.imgclasses:Final solution based on 40 objects.
Final solution based on 40 objects.
INFO:drizzlepac.imgclasses:Creating catalog for the fit: j8xi0xs0q_flc_catalog_fit.match
INFO:drizzlepac.tweakutils:wrote XY data to: j8xi0xs0q_flc_catalog_fit.match
wrote XY data to: j8xi0xs0q_flc_catalog_fit.match
INFO:drizzlepac.tweakutils:Total # points: 40
Total # points: 40
INFO:drizzlepac.tweakutils:# of points after clipping: 40
# of points after clipping: 40
INFO:drizzlepac.tweakutils:Total # points: 40
Total # points: 40
INFO:drizzlepac.tweakutils:# of points after clipping: 40
# of points after clipping: 40
INFO:drizzlepac.updatehdr:....Updating header for 'j8xi0xs0q_flc.fits' ...
INFO:drizzlepac.updatehdr:Processing j8xi0xs0q_flc.fits['SCI',1]
INFO:drizzlepac.updatehdr:Updating header for j8xi0xs0q_flc.fits[1]
INFO:drizzlepac.updatehdr:Processing j8xi0xs0q_flc.fits['SCI',2]
INFO:drizzlepac.updatehdr:Updating header for j8xi0xs0q_flc.fits[4]
INFO:drizzlepac.tweakutils:Writing out shiftfile : shift814_flc_test2.txt
Writing out shiftfile : shift814_flc_test2.txt
INFO:drizzlepac.util:Trailer file written to: tweakreg.log
Trailer file written to: tweakreg.log
# Give the 'fit residual plots' a unique name for comparison with subsequent tests.
residual_pngs = glob.glob("residual*png")
for png in residual_pngs:
path = os.path.abspath(os.path.join(os.curdir, png))
new_path = os.path.abspath(os.path.join(os.curdir, 'test2_{}'.format(png)))
os.rename(path, new_path)
TweakReg now finds matches ~50 objects per frame, and the fit for the first matched image j8xi0xs0q_flc.fits looks good, with an RMS ~0.1 pixels and with the residuals dx,dy clustered around 0.0. For the other two frames j8xi0xs3q_flc.fits and j8xi0xs6q_flc.fits, the RMS is ~0.2 pixels, and the points are not centered around dx,dy=0 pixels.
Image(filename='test2_residuals_j8xi0xs0q_flc.png')
Image(filename='test2_residuals_j8xi0xs3q_flc.png')
Image(filename='test2_residuals_j8xi0xs6q_flc.png')
# Inspect the shift file for Test2
shift_table = Table.read('shift814_flc_test2.txt', format='ascii.no_header',
names=['file', 'dx', 'dy', 'rot', 'scale', 'xrms', 'yrms'])
formats = ['.2f', '.2f', '.3f', '.5f', '.2f', '.2f']
for i, col in enumerate(shift_table.colnames[1:]):
shift_table[col].format = formats[i]
shift_table
Table length=4
| file | dx | dy | rot | scale | xrms | yrms |
|---|---|---|---|---|---|---|
| str18 | float64 | float64 | float64 | float64 | float64 | float64 |
| j8xi0xsaq_flc.fits | 0.00 | 0.00 | 0.000 | 1.00000 | 0.00 | 0.00 |
| j8xi0xs6q_flc.fits | -0.06 | 0.07 | 0.000 | 1.00003 | 0.11 | 0.10 |
| j8xi0xs3q_flc.fits | 0.05 | 0.15 | 0.001 | 1.00003 | 0.06 | 0.17 |
| j8xi0xs0q_flc.fits | 0.07 | 0.16 | 0.002 | 1.00000 | 0.08 | 0.09 |
3c. Exclude flagged pixels with dqbits (Test 3)#
To further improve the alignment, we make use of flags in the DQ array of the FLC files. The source finding parameters in TweakReg may be modified to exclude flagged pixels when generating lists of objects in each image.
Setting the parameter dqbits=0 will consider all non-zero pixels in the DQ mask to be “bad” pixels, and the corresponding image pixels will not be used for source finding. The default value of ‘None’ will turn off the use of image’s DQ array for source finding. In this case, AstroDrizzle was already run by MAST on visit 0X, and cosmic-ray flags were populated in the DQ array of the FLC frames. Since the exposures within this visit were already well aligned, the 4096 flags for cosmic rays are useful for excluding false detections.
tweakreg.TweakReg('@input_flc.list',
imagefindcfg={'threshold': 100, 'conv_width': 6.0, 'dqbits': 0},
shiftfile=True, outshifts='shift814_flc_test3.txt',
updatehdr=False, interactive=False, ylimit=0.4)
INFO:drizzlepac.util:Setting up logfile : tweakreg.log
Setting up logfile : tweakreg.log
INFO:drizzlepac.tweakreg:TweakReg Version 3.5.1 started at: 16:53:41.635 (19/04/2024)
TweakReg Version 3.5.1 started at: 16:53:41.635 (19/04/2024)
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.util:Version Information
Version Information
INFO:drizzlepac.util:--------------------
--------------------
INFO:drizzlepac.util:Python Version 3.11.9 (main, Apr 2 2024, 15:20:57) [GCC 9.4.0]
Python Version 3.11.9 (main, Apr 2 2024, 15:20:57) [GCC 9.4.0]
INFO:drizzlepac.util:numpy Version -> 1.26.4
numpy Version -> 1.26.4
INFO:drizzlepac.util:astropy Version -> 5.3.3
astropy Version -> 5.3.3
INFO:drizzlepac.util:stwcs Version -> 1.7.2
stwcs Version -> 1.7.2
INFO:drizzlepac.util:photutils Version -> 1.12.0
photutils Version -> 1.12.0
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.tweakreg:USER INPUT PARAMETERS common to all Processing Steps:
INFO:drizzlepac.tweakreg: clean : False
INFO:drizzlepac.tweakreg: enforce_user_order : True
INFO:drizzlepac.tweakreg: exclusions :
INFO:drizzlepac.tweakreg: expand_refcat : False
INFO:drizzlepac.tweakreg: input : @input_flc.list
INFO:drizzlepac.tweakreg: interactive : False
INFO:drizzlepac.tweakreg: refimage :
INFO:drizzlepac.tweakreg: runfile : tweakreg.log
INFO:drizzlepac.tweakreg: updatewcs : False
INFO:drizzlepac.tweakreg: verbose : False
INFO:drizzlepac.tweakreg: writecat : True
INFO:drizzlepac.tweakutils:j8xi0xsaq_flc.fits
j8xi0xsaq_flc.fits
INFO:drizzlepac.tweakutils:
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.tweakreg:Finding shifts for:
Finding shifts for:
INFO:drizzlepac.tweakreg: j8xi0xsaq_flc.fits
j8xi0xsaq_flc.fits
INFO:drizzlepac.tweakreg: j8xi0xs6q_flc.fits
j8xi0xs6q_flc.fits
INFO:drizzlepac.tweakreg: j8xi0xs3q_flc.fits
j8xi0xs3q_flc.fits
INFO:drizzlepac.tweakreg: j8xi0xs0q_flc.fits
j8xi0xs0q_flc.fits
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.tweakreg:USER INPUT PARAMETERS for finding sources for each input image:
INFO:drizzlepac.tweakreg: clean : False
INFO:drizzlepac.tweakreg: computesig : True
INFO:drizzlepac.tweakreg: conv_width : 6.0
INFO:drizzlepac.tweakreg: dqbits : 0
INFO:drizzlepac.tweakreg: enforce_user_order : True
INFO:drizzlepac.tweakreg: expand_refcat : False
INFO:drizzlepac.tweakreg: fluxmax : None
INFO:drizzlepac.tweakreg: fluxmin : None
INFO:drizzlepac.tweakreg: input : @input_flc.list
INFO:drizzlepac.tweakreg: interactive : False
INFO:drizzlepac.tweakreg: nsigma : 1.5
INFO:drizzlepac.tweakreg: peakmax : None
INFO:drizzlepac.tweakreg: peakmin : None
INFO:drizzlepac.tweakreg: ratio : 1.0
INFO:drizzlepac.tweakreg: refimage :
INFO:drizzlepac.tweakreg: roundhi : 1.0
INFO:drizzlepac.tweakreg: roundlo : -1.0
INFO:drizzlepac.tweakreg: runfile : tweakreg.log
INFO:drizzlepac.tweakreg: sharphi : 1.0
INFO:drizzlepac.tweakreg: sharplo : 0.2
INFO:drizzlepac.tweakreg: skysigma : 0.0
INFO:drizzlepac.tweakreg: theta : 0.0
INFO:drizzlepac.tweakreg: threshold : 100
INFO:drizzlepac.tweakreg: updatehdr : False
INFO:drizzlepac.tweakreg: updatewcs : False
INFO:drizzlepac.tweakreg: use_sharp_round : False
INFO:drizzlepac.tweakreg: verbose : False
INFO:drizzlepac.tweakreg: writecat : True
INFO:drizzlepac.tweakreg: xyunits : pixels
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.imgclasses:=== Source finding for image 'j8xi0xsaq_flc.fits':
=== Source finding for image 'j8xi0xsaq_flc.fits':
INFO:drizzlepac.catalogs: # Source finding for 'j8xi0xsaq_flc.fits', EXT=('SCI', 1) started at: 16:53:41.766 (19/04/2024)
# Source finding for 'j8xi0xsaq_flc.fits', EXT=('SCI', 1) started at: 16:53:41.766 (19/04/2024)
INFO:drizzlepac.catalogs: Finding sources using sky sigma = 10.173581
INFO:drizzlepac.catalogs:###Source finding finished at: 16:53:42.29 (19/04/2024)
INFO:drizzlepac.catalogs: Found 1157 objects.
Found 1157 objects.
INFO:drizzlepac.catalogs: # Source finding for 'j8xi0xsaq_flc.fits', EXT=('SCI', 2) started at: 16:53:42.352 (19/04/2024)
# Source finding for 'j8xi0xsaq_flc.fits', EXT=('SCI', 2) started at: 16:53:42.352 (19/04/2024)
INFO:drizzlepac.catalogs: Finding sources using sky sigma = 10.010727
INFO:drizzlepac.catalogs:###Source finding finished at: 16:53:42.879 (19/04/2024)
INFO:drizzlepac.catalogs: Found 967 objects.
Found 967 objects.
INFO:drizzlepac.imgclasses:=== FINAL number of objects in image 'j8xi0xsaq_flc.fits': 2124
=== FINAL number of objects in image 'j8xi0xsaq_flc.fits': 2124
INFO:drizzlepac.imgclasses:
INFO:drizzlepac.imgclasses:=== Source finding for image 'j8xi0xs6q_flc.fits':
=== Source finding for image 'j8xi0xs6q_flc.fits':
INFO:drizzlepac.catalogs: # Source finding for 'j8xi0xs6q_flc.fits', EXT=('SCI', 1) started at: 16:53:43.238 (19/04/2024)
# Source finding for 'j8xi0xs6q_flc.fits', EXT=('SCI', 1) started at: 16:53:43.238 (19/04/2024)
INFO:drizzlepac.catalogs: Finding sources using sky sigma = 10.091659
INFO:drizzlepac.catalogs:###Source finding finished at: 16:53:43.755 (19/04/2024)
INFO:drizzlepac.catalogs: Found 781 objects.
Found 781 objects.
INFO:drizzlepac.catalogs: # Source finding for 'j8xi0xs6q_flc.fits', EXT=('SCI', 2) started at: 16:53:43.806 (19/04/2024)
# Source finding for 'j8xi0xs6q_flc.fits', EXT=('SCI', 2) started at: 16:53:43.806 (19/04/2024)
INFO:drizzlepac.catalogs: Finding sources using sky sigma = 10.106821
INFO:drizzlepac.catalogs:###Source finding finished at: 16:53:44.319 (19/04/2024)
INFO:drizzlepac.catalogs: Found 728 objects.
Found 728 objects.
INFO:drizzlepac.imgclasses:=== FINAL number of objects in image 'j8xi0xs6q_flc.fits': 1509
=== FINAL number of objects in image 'j8xi0xs6q_flc.fits': 1509
INFO:drizzlepac.imgclasses:
INFO:drizzlepac.imgclasses:=== Source finding for image 'j8xi0xs3q_flc.fits':
=== Source finding for image 'j8xi0xs3q_flc.fits':
INFO:drizzlepac.catalogs: # Source finding for 'j8xi0xs3q_flc.fits', EXT=('SCI', 1) started at: 16:53:44.660 (19/04/2024)
# Source finding for 'j8xi0xs3q_flc.fits', EXT=('SCI', 1) started at: 16:53:44.660 (19/04/2024)
INFO:drizzlepac.catalogs: Finding sources using sky sigma = 10.173861
INFO:drizzlepac.catalogs:###Source finding finished at: 16:53:45.174 (19/04/2024)
INFO:drizzlepac.catalogs: Found 640 objects.
Found 640 objects.
INFO:drizzlepac.catalogs: # Source finding for 'j8xi0xs3q_flc.fits', EXT=('SCI', 2) started at: 16:53:45.225 (19/04/2024)
# Source finding for 'j8xi0xs3q_flc.fits', EXT=('SCI', 2) started at: 16:53:45.225 (19/04/2024)
INFO:drizzlepac.catalogs: Finding sources using sky sigma = 10.040194
INFO:drizzlepac.catalogs:###Source finding finished at: 16:53:45.73 (19/04/2024)
INFO:drizzlepac.catalogs: Found 566 objects.
Found 566 objects.
INFO:drizzlepac.imgclasses:=== FINAL number of objects in image 'j8xi0xs3q_flc.fits': 1206
=== FINAL number of objects in image 'j8xi0xs3q_flc.fits': 1206
INFO:drizzlepac.imgclasses:
INFO:drizzlepac.imgclasses:=== Source finding for image 'j8xi0xs0q_flc.fits':
=== Source finding for image 'j8xi0xs0q_flc.fits':
INFO:drizzlepac.catalogs: # Source finding for 'j8xi0xs0q_flc.fits', EXT=('SCI', 1) started at: 16:53:46.022 (19/04/2024)
# Source finding for 'j8xi0xs0q_flc.fits', EXT=('SCI', 1) started at: 16:53:46.022 (19/04/2024)
INFO:drizzlepac.catalogs: Finding sources using sky sigma = 10.632135
INFO:drizzlepac.catalogs:###Source finding finished at: 16:53:46.535 (19/04/2024)
INFO:drizzlepac.catalogs: Found 628 objects.
Found 628 objects.
INFO:drizzlepac.catalogs: # Source finding for 'j8xi0xs0q_flc.fits', EXT=('SCI', 2) started at: 16:53:46.585 (19/04/2024)
# Source finding for 'j8xi0xs0q_flc.fits', EXT=('SCI', 2) started at: 16:53:46.585 (19/04/2024)
INFO:drizzlepac.catalogs: Finding sources using sky sigma = 10.651426
INFO:drizzlepac.catalogs:###Source finding finished at: 16:53:47.098 (19/04/2024)
INFO:drizzlepac.catalogs: Found 646 objects.
Found 646 objects.
INFO:drizzlepac.imgclasses:=== FINAL number of objects in image 'j8xi0xs0q_flc.fits': 1274
=== FINAL number of objects in image 'j8xi0xs0q_flc.fits': 1274
INFO:drizzlepac.imgclasses:
INFO:drizzlepac.imgclasses:Converting RA/Dec positions of reference sources from "j8xi0xsaq_flc.fits" to X,Y positions in reference WCS...
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.tweakreg:===============================================================
===============================================================
INFO:drizzlepac.tweakreg:Performing alignment in the projection plane defined by the WCS
Performing alignment in the projection plane defined by the WCS
INFO:drizzlepac.tweakreg:derived from 'j8xi0xsaq_flc.fits'
derived from 'j8xi0xsaq_flc.fits'
INFO:drizzlepac.tweakreg:===============================================================
===============================================================
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.tweakreg:USER INPUT PARAMETERS for matching sources:
INFO:drizzlepac.tweakreg: minobj : 15
INFO:drizzlepac.tweakreg: residplot : both
INFO:drizzlepac.tweakreg: searchrad : 1.0
INFO:drizzlepac.tweakreg: searchunits : arcseconds
INFO:drizzlepac.tweakreg: see2dplot : True
INFO:drizzlepac.tweakreg: separation : 0.5
INFO:drizzlepac.tweakreg: tolerance : 1.0
INFO:drizzlepac.tweakreg: use2dhist : True
INFO:drizzlepac.tweakreg: xoffset : 0.0
INFO:drizzlepac.tweakreg: yoffset : 0.0
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.tweakreg:USER INPUT PARAMETERS for fitting source lists:
INFO:drizzlepac.tweakreg: fitgeometry : rscale
INFO:drizzlepac.tweakreg: labelsize : 8
INFO:drizzlepac.tweakreg: minobj : 15
INFO:drizzlepac.tweakreg: nclip : 3
INFO:drizzlepac.tweakreg: residplot : both
INFO:drizzlepac.tweakreg: sigma : 3.0
INFO:drizzlepac.tweakreg: ylimit : 0.4
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.tweakreg:USER INPUT PARAMETERS for creating a shiftfile:
INFO:drizzlepac.tweakreg: outshifts : shift814_flc_test3.txt
INFO:drizzlepac.tweakreg: outwcs : shifts_wcs.fits
INFO:drizzlepac.tweakreg: shiftfile : True
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.tweakreg:====================
====================
INFO:drizzlepac.tweakreg:Performing fit for: j8xi0xs6q_flc.fits
Performing fit for: j8xi0xs6q_flc.fits
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.imgclasses:Matching sources from 'j8xi0xs6q_flc.fits' with sources from reference image 'j8xi0xsaq_flc.fits'
Matching sources from 'j8xi0xs6q_flc.fits' with sources from reference image 'j8xi0xsaq_flc.fits'
INFO:drizzlepac.imgclasses:Computing initial guess for X and Y shifts...
Computing initial guess for X and Y shifts...
INFO:drizzlepac.imgclasses:Found initial X and Y shifts of 0.7173, -0.4358 with significance of 44.01 and 59 matches
Found initial X and Y shifts of 0.7173, -0.4358 with significance of 44.01 and 59 matches
INFO:drizzlepac.imgclasses:Found 44 matches for j8xi0xs6q_flc.fits...
Found 44 matches for j8xi0xs6q_flc.fits...
INFO:drizzlepac.linearfit:Performing "rscale" fit
INFO:drizzlepac.linearfit:Performing "rscale" fit
INFO:drizzlepac.linearfit:Performing "rscale" fit
INFO:drizzlepac.linearfit:Performing "rscale" fit
INFO:drizzlepac.imgclasses:Computed rscale fit for j8xi0xs6q_flc.fits :
Computed rscale fit for j8xi0xs6q_flc.fits :
INFO:drizzlepac.imgclasses:XSH: -0.0463 YSH: 0.0842 ROT: 359.9999977 SCALE: 1.000016
XSH: -0.0463 YSH: 0.0842 ROT: 359.9999977 SCALE: 1.000016
INFO:drizzlepac.imgclasses:FIT XRMS: 0.046 FIT YRMS: 0.062
FIT XRMS: 0.046 FIT YRMS: 0.062
INFO:drizzlepac.imgclasses:FIT RMSE: 0.077 FIT MAE: 0.063
FIT RMSE: 0.077 FIT MAE: 0.063
INFO:drizzlepac.imgclasses:
INFO:drizzlepac.imgclasses:RMS_RA: 9.6e-07 (deg) RMS_DEC: 4.8e-07 (deg)
RMS_RA: 9.6e-07 (deg) RMS_DEC: 4.8e-07 (deg)
INFO:drizzlepac.imgclasses:
INFO:drizzlepac.imgclasses:Final solution based on 38 objects.
Final solution based on 38 objects.
INFO:drizzlepac.imgclasses:Creating catalog for the fit: j8xi0xs6q_flc_catalog_fit.match
INFO:drizzlepac.tweakutils:wrote XY data to: j8xi0xs6q_flc_catalog_fit.match
wrote XY data to: j8xi0xs6q_flc_catalog_fit.match
INFO:drizzlepac.tweakutils:Total # points: 38
Total # points: 38
INFO:drizzlepac.tweakutils:# of points after clipping: 38
# of points after clipping: 38
INFO:drizzlepac.tweakutils:Total # points: 38
Total # points: 38
INFO:drizzlepac.tweakutils:# of points after clipping: 38
# of points after clipping: 38
INFO:drizzlepac.updatehdr:....Updating header for 'j8xi0xs6q_flc.fits' ...
INFO:drizzlepac.updatehdr:Processing j8xi0xs6q_flc.fits['SCI',1]
INFO:drizzlepac.updatehdr:Updating header for j8xi0xs6q_flc.fits[1]
INFO:drizzlepac.updatehdr:Processing j8xi0xs6q_flc.fits['SCI',2]
INFO:drizzlepac.updatehdr:Updating header for j8xi0xs6q_flc.fits[4]
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.tweakreg:====================
====================
INFO:drizzlepac.tweakreg:Performing fit for: j8xi0xs3q_flc.fits
Performing fit for: j8xi0xs3q_flc.fits
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.imgclasses:Matching sources from 'j8xi0xs3q_flc.fits' with sources from reference image 'j8xi0xsaq_flc.fits'
Matching sources from 'j8xi0xs3q_flc.fits' with sources from reference image 'j8xi0xsaq_flc.fits'
INFO:drizzlepac.imgclasses:Computing initial guess for X and Y shifts...
Computing initial guess for X and Y shifts...
INFO:drizzlepac.imgclasses:Found initial X and Y shifts of 0.1365, 0.2877 with significance of 38.78 and 53 matches
Found initial X and Y shifts of 0.1365, 0.2877 with significance of 38.78 and 53 matches
INFO:drizzlepac.imgclasses:Found 45 matches for j8xi0xs3q_flc.fits...
Found 45 matches for j8xi0xs3q_flc.fits...
INFO:drizzlepac.linearfit:Performing "rscale" fit
INFO:drizzlepac.linearfit:Performing "rscale" fit
INFO:drizzlepac.linearfit:Performing "rscale" fit
INFO:drizzlepac.linearfit:Performing "rscale" fit
INFO:drizzlepac.imgclasses:Computed rscale fit for j8xi0xs3q_flc.fits :
Computed rscale fit for j8xi0xs3q_flc.fits :
INFO:drizzlepac.imgclasses:XSH: 0.0435 YSH: 0.0757 ROT: 359.9991948 SCALE: 0.999997
XSH: 0.0435 YSH: 0.0757 ROT: 359.9991948 SCALE: 0.999997
INFO:drizzlepac.imgclasses:FIT XRMS: 0.11 FIT YRMS: 0.12
FIT XRMS: 0.11 FIT YRMS: 0.12
INFO:drizzlepac.imgclasses:FIT RMSE: 0.17 FIT MAE: 0.12
FIT RMSE: 0.17 FIT MAE: 0.12
INFO:drizzlepac.imgclasses:
INFO:drizzlepac.imgclasses:RMS_RA: 2e-06 (deg) RMS_DEC: 1.3e-06 (deg)
RMS_RA: 2e-06 (deg) RMS_DEC: 1.3e-06 (deg)
INFO:drizzlepac.imgclasses:
INFO:drizzlepac.imgclasses:Final solution based on 40 objects.
Final solution based on 40 objects.
INFO:drizzlepac.imgclasses:Creating catalog for the fit: j8xi0xs3q_flc_catalog_fit.match
INFO:drizzlepac.tweakutils:wrote XY data to: j8xi0xs3q_flc_catalog_fit.match
wrote XY data to: j8xi0xs3q_flc_catalog_fit.match
INFO:drizzlepac.tweakutils:Total # points: 40
Total # points: 40
INFO:drizzlepac.tweakutils:# of points after clipping: 40
# of points after clipping: 40
INFO:drizzlepac.tweakutils:Total # points: 40
Total # points: 40
INFO:drizzlepac.tweakutils:# of points after clipping: 40
# of points after clipping: 40
INFO:drizzlepac.updatehdr:....Updating header for 'j8xi0xs3q_flc.fits' ...
INFO:drizzlepac.updatehdr:Processing j8xi0xs3q_flc.fits['SCI',1]
INFO:drizzlepac.updatehdr:Updating header for j8xi0xs3q_flc.fits[1]
INFO:drizzlepac.updatehdr:Processing j8xi0xs3q_flc.fits['SCI',2]
INFO:drizzlepac.updatehdr:Updating header for j8xi0xs3q_flc.fits[4]
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.tweakreg:====================
====================
INFO:drizzlepac.tweakreg:Performing fit for: j8xi0xs0q_flc.fits
Performing fit for: j8xi0xs0q_flc.fits
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.imgclasses:Matching sources from 'j8xi0xs0q_flc.fits' with sources from reference image 'j8xi0xsaq_flc.fits'
Matching sources from 'j8xi0xs0q_flc.fits' with sources from reference image 'j8xi0xsaq_flc.fits'
INFO:drizzlepac.imgclasses:Computing initial guess for X and Y shifts...
Computing initial guess for X and Y shifts...
INFO:drizzlepac.imgclasses:Found initial X and Y shifts of 0, 0 with significance of 36.59 and 58 matches
Found initial X and Y shifts of 0, 0 with significance of 36.59 and 58 matches
INFO:drizzlepac.imgclasses:Found 46 matches for j8xi0xs0q_flc.fits...
Found 46 matches for j8xi0xs0q_flc.fits...
INFO:drizzlepac.linearfit:Performing "rscale" fit
INFO:drizzlepac.linearfit:Performing "rscale" fit
INFO:drizzlepac.linearfit:Performing "rscale" fit
INFO:drizzlepac.linearfit:Performing "rscale" fit
INFO:drizzlepac.imgclasses:Computed rscale fit for j8xi0xs0q_flc.fits :
Computed rscale fit for j8xi0xs0q_flc.fits :
INFO:drizzlepac.imgclasses:XSH: 0.0834 YSH: 0.1316 ROT: 0.001365555174 SCALE: 0.999998
XSH: 0.0834 YSH: 0.1316 ROT: 0.001365555174 SCALE: 0.999998
INFO:drizzlepac.imgclasses:FIT XRMS: 0.11 FIT YRMS: 0.087
FIT XRMS: 0.11 FIT YRMS: 0.087
INFO:drizzlepac.imgclasses:FIT RMSE: 0.14 FIT MAE: 0.099
FIT RMSE: 0.14 FIT MAE: 0.099
INFO:drizzlepac.imgclasses:
INFO:drizzlepac.imgclasses:RMS_RA: 1.5e-06 (deg) RMS_DEC: 1.3e-06 (deg)
RMS_RA: 1.5e-06 (deg) RMS_DEC: 1.3e-06 (deg)
INFO:drizzlepac.imgclasses:
INFO:drizzlepac.imgclasses:Final solution based on 41 objects.
Final solution based on 41 objects.
INFO:drizzlepac.imgclasses:Creating catalog for the fit: j8xi0xs0q_flc_catalog_fit.match
INFO:drizzlepac.tweakutils:wrote XY data to: j8xi0xs0q_flc_catalog_fit.match
wrote XY data to: j8xi0xs0q_flc_catalog_fit.match
INFO:drizzlepac.tweakutils:Total # points: 41
Total # points: 41
INFO:drizzlepac.tweakutils:# of points after clipping: 41
# of points after clipping: 41
INFO:drizzlepac.tweakutils:Total # points: 41
Total # points: 41
INFO:drizzlepac.tweakutils:# of points after clipping: 41
# of points after clipping: 41
INFO:drizzlepac.updatehdr:....Updating header for 'j8xi0xs0q_flc.fits' ...
INFO:drizzlepac.updatehdr:Processing j8xi0xs0q_flc.fits['SCI',1]
INFO:drizzlepac.updatehdr:Updating header for j8xi0xs0q_flc.fits[1]
INFO:drizzlepac.updatehdr:Processing j8xi0xs0q_flc.fits['SCI',2]
INFO:drizzlepac.updatehdr:Updating header for j8xi0xs0q_flc.fits[4]
INFO:drizzlepac.tweakutils:Writing out shiftfile : shift814_flc_test3.txt
Writing out shiftfile : shift814_flc_test3.txt
INFO:drizzlepac.util:Trailer file written to: tweakreg.log
Trailer file written to: tweakreg.log
# Give the 'fit residual plots' a unique name for comparison with other tests.
residual_pngs = glob.glob("residual*png")
for png in residual_pngs:
path = os.path.abspath(os.path.join(os.curdir, png))
new_path = os.path.abspath(os.path.join(os.curdir, 'test3_{}'.format(png)))
os.rename(path, new_path)
In this third test, TweakReg again finds ~40 matches per frame, but with spurious detections eliminated has an easier time locking onto the correct solution. The fit residuals below all have an RMS ~0.1 pixels and the points are all clustered around dx,dy=0.
Image(filename='test3_residuals_j8xi0xs0q_flc.png')
Image(filename='test3_residuals_j8xi0xs3q_flc.png')
Image(filename='test3_residuals_j8xi0xs6q_flc.png')
# Inspect the shift file for Test2
shift_table = Table.read('shift814_flc_test3.txt', format='ascii.no_header',
names=['file', 'dx', 'dy', 'rot', 'scale', 'xrms', 'yrms'])
formats = ['.2f', '.2f', '.3f', '.5f', '.2f', '.2f']
for i, col in enumerate(shift_table.colnames[1:]):
shift_table[col].format = formats[i]
shift_table
Table length=4
| file | dx | dy | rot | scale | xrms | yrms |
|---|---|---|---|---|---|---|
| str18 | float64 | float64 | float64 | float64 | float64 | float64 |
| j8xi0xsaq_flc.fits | 0.00 | 0.00 | 0.000 | 1.00000 | 0.00 | 0.00 |
| j8xi0xs6q_flc.fits | -0.05 | 0.08 | 360.000 | 1.00002 | 0.05 | 0.06 |
| j8xi0xs3q_flc.fits | 0.04 | 0.08 | 359.999 | 1.00000 | 0.11 | 0.12 |
| j8xi0xs0q_flc.fits | 0.08 | 0.13 | 0.001 | 1.00000 | 0.11 | 0.09 |
3d. Rerun TweakReg to update the header WCS#
Now run TweakReg with updatehdr=True to update the image headers with this solution.
tweakreg.TweakReg('@input_flc.list',
imagefindcfg={'threshold': 100, 'conv_width': 6.0, 'dqbits': 0},
shiftfile=False, updatehdr=True, interactive=False)
INFO:drizzlepac.util:Setting up logfile : tweakreg.log
Setting up logfile : tweakreg.log
INFO:drizzlepac.tweakreg:TweakReg Version 3.5.1 started at: 16:53:50.034 (19/04/2024)
TweakReg Version 3.5.1 started at: 16:53:50.034 (19/04/2024)
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.util:Version Information
Version Information
INFO:drizzlepac.util:--------------------
--------------------
INFO:drizzlepac.util:Python Version 3.11.9 (main, Apr 2 2024, 15:20:57) [GCC 9.4.0]
Python Version 3.11.9 (main, Apr 2 2024, 15:20:57) [GCC 9.4.0]
INFO:drizzlepac.util:numpy Version -> 1.26.4
numpy Version -> 1.26.4
INFO:drizzlepac.util:astropy Version -> 5.3.3
astropy Version -> 5.3.3
INFO:drizzlepac.util:stwcs Version -> 1.7.2
stwcs Version -> 1.7.2
INFO:drizzlepac.util:photutils Version -> 1.12.0
photutils Version -> 1.12.0
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.tweakreg:USER INPUT PARAMETERS common to all Processing Steps:
INFO:drizzlepac.tweakreg: clean : False
INFO:drizzlepac.tweakreg: enforce_user_order : True
INFO:drizzlepac.tweakreg: exclusions :
INFO:drizzlepac.tweakreg: expand_refcat : False
INFO:drizzlepac.tweakreg: input : @input_flc.list
INFO:drizzlepac.tweakreg: interactive : False
INFO:drizzlepac.tweakreg: refimage :
INFO:drizzlepac.tweakreg: runfile : tweakreg.log
INFO:drizzlepac.tweakreg: updatewcs : False
INFO:drizzlepac.tweakreg: verbose : False
INFO:drizzlepac.tweakreg: writecat : True
INFO:drizzlepac.tweakutils:j8xi0xsaq_flc.fits
j8xi0xsaq_flc.fits
INFO:drizzlepac.tweakutils:
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.tweakreg:Finding shifts for:
Finding shifts for:
INFO:drizzlepac.tweakreg: j8xi0xsaq_flc.fits
j8xi0xsaq_flc.fits
INFO:drizzlepac.tweakreg: j8xi0xs6q_flc.fits
j8xi0xs6q_flc.fits
INFO:drizzlepac.tweakreg: j8xi0xs3q_flc.fits
j8xi0xs3q_flc.fits
INFO:drizzlepac.tweakreg: j8xi0xs0q_flc.fits
j8xi0xs0q_flc.fits
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.tweakreg:USER INPUT PARAMETERS for finding sources for each input image:
INFO:drizzlepac.tweakreg: clean : False
INFO:drizzlepac.tweakreg: computesig : True
INFO:drizzlepac.tweakreg: conv_width : 6.0
INFO:drizzlepac.tweakreg: dqbits : 0
INFO:drizzlepac.tweakreg: enforce_user_order : True
INFO:drizzlepac.tweakreg: expand_refcat : False
INFO:drizzlepac.tweakreg: fluxmax : None
INFO:drizzlepac.tweakreg: fluxmin : None
INFO:drizzlepac.tweakreg: input : @input_flc.list
INFO:drizzlepac.tweakreg: interactive : False
INFO:drizzlepac.tweakreg: nsigma : 1.5
INFO:drizzlepac.tweakreg: peakmax : None
INFO:drizzlepac.tweakreg: peakmin : None
INFO:drizzlepac.tweakreg: ratio : 1.0
INFO:drizzlepac.tweakreg: refimage :
INFO:drizzlepac.tweakreg: roundhi : 1.0
INFO:drizzlepac.tweakreg: roundlo : -1.0
INFO:drizzlepac.tweakreg: runfile : tweakreg.log
INFO:drizzlepac.tweakreg: sharphi : 1.0
INFO:drizzlepac.tweakreg: sharplo : 0.2
INFO:drizzlepac.tweakreg: skysigma : 0.0
INFO:drizzlepac.tweakreg: theta : 0.0
INFO:drizzlepac.tweakreg: threshold : 100
INFO:drizzlepac.tweakreg: updatehdr : True
INFO:drizzlepac.tweakreg: updatewcs : False
INFO:drizzlepac.tweakreg: use_sharp_round : False
INFO:drizzlepac.tweakreg: verbose : False
INFO:drizzlepac.tweakreg: writecat : True
INFO:drizzlepac.tweakreg: xyunits : pixels
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.imgclasses:=== Source finding for image 'j8xi0xsaq_flc.fits':
=== Source finding for image 'j8xi0xsaq_flc.fits':
INFO:drizzlepac.catalogs: # Source finding for 'j8xi0xsaq_flc.fits', EXT=('SCI', 1) started at: 16:53:50.286 (19/04/2024)
# Source finding for 'j8xi0xsaq_flc.fits', EXT=('SCI', 1) started at: 16:53:50.286 (19/04/2024)
INFO:drizzlepac.catalogs: Finding sources using sky sigma = 10.173581
INFO:drizzlepac.catalogs:###Source finding finished at: 16:53:50.927 (19/04/2024)
INFO:drizzlepac.catalogs: Found 1157 objects.
Found 1157 objects.
INFO:drizzlepac.catalogs: # Source finding for 'j8xi0xsaq_flc.fits', EXT=('SCI', 2) started at: 16:53:50.980 (19/04/2024)
# Source finding for 'j8xi0xsaq_flc.fits', EXT=('SCI', 2) started at: 16:53:50.980 (19/04/2024)
INFO:drizzlepac.catalogs: Finding sources using sky sigma = 10.010727
INFO:drizzlepac.catalogs:###Source finding finished at: 16:53:51.506 (19/04/2024)
INFO:drizzlepac.catalogs: Found 967 objects.
Found 967 objects.
INFO:drizzlepac.imgclasses:=== FINAL number of objects in image 'j8xi0xsaq_flc.fits': 2124
=== FINAL number of objects in image 'j8xi0xsaq_flc.fits': 2124
INFO:drizzlepac.imgclasses:
INFO:drizzlepac.imgclasses:=== Source finding for image 'j8xi0xs6q_flc.fits':
=== Source finding for image 'j8xi0xs6q_flc.fits':
INFO:drizzlepac.catalogs: # Source finding for 'j8xi0xs6q_flc.fits', EXT=('SCI', 1) started at: 16:53:51.892 (19/04/2024)
# Source finding for 'j8xi0xs6q_flc.fits', EXT=('SCI', 1) started at: 16:53:51.892 (19/04/2024)
INFO:drizzlepac.catalogs: Finding sources using sky sigma = 10.091659
INFO:drizzlepac.catalogs:###Source finding finished at: 16:53:52.412 (19/04/2024)
INFO:drizzlepac.catalogs: Found 781 objects.
Found 781 objects.
INFO:drizzlepac.catalogs: # Source finding for 'j8xi0xs6q_flc.fits', EXT=('SCI', 2) started at: 16:53:52.464 (19/04/2024)
# Source finding for 'j8xi0xs6q_flc.fits', EXT=('SCI', 2) started at: 16:53:52.464 (19/04/2024)
INFO:drizzlepac.catalogs: Finding sources using sky sigma = 10.106821
INFO:drizzlepac.catalogs:###Source finding finished at: 16:53:52.979 (19/04/2024)
INFO:drizzlepac.catalogs: Found 728 objects.
Found 728 objects.
INFO:drizzlepac.imgclasses:=== FINAL number of objects in image 'j8xi0xs6q_flc.fits': 1509
=== FINAL number of objects in image 'j8xi0xs6q_flc.fits': 1509
INFO:drizzlepac.imgclasses:
INFO:drizzlepac.imgclasses:=== Source finding for image 'j8xi0xs3q_flc.fits':
=== Source finding for image 'j8xi0xs3q_flc.fits':
INFO:drizzlepac.catalogs: # Source finding for 'j8xi0xs3q_flc.fits', EXT=('SCI', 1) started at: 16:53:53.347 (19/04/2024)
# Source finding for 'j8xi0xs3q_flc.fits', EXT=('SCI', 1) started at: 16:53:53.347 (19/04/2024)
INFO:drizzlepac.catalogs: Finding sources using sky sigma = 10.173861
INFO:drizzlepac.catalogs:###Source finding finished at: 16:53:53.861 (19/04/2024)
INFO:drizzlepac.catalogs: Found 640 objects.
Found 640 objects.
INFO:drizzlepac.catalogs: # Source finding for 'j8xi0xs3q_flc.fits', EXT=('SCI', 2) started at: 16:53:53.913 (19/04/2024)
# Source finding for 'j8xi0xs3q_flc.fits', EXT=('SCI', 2) started at: 16:53:53.913 (19/04/2024)
INFO:drizzlepac.catalogs: Finding sources using sky sigma = 10.040194
INFO:drizzlepac.catalogs:###Source finding finished at: 16:53:54.42 (19/04/2024)
INFO:drizzlepac.catalogs: Found 566 objects.
Found 566 objects.
INFO:drizzlepac.imgclasses:=== FINAL number of objects in image 'j8xi0xs3q_flc.fits': 1206
=== FINAL number of objects in image 'j8xi0xs3q_flc.fits': 1206
INFO:drizzlepac.imgclasses:
INFO:drizzlepac.imgclasses:=== Source finding for image 'j8xi0xs0q_flc.fits':
=== Source finding for image 'j8xi0xs0q_flc.fits':
INFO:drizzlepac.catalogs: # Source finding for 'j8xi0xs0q_flc.fits', EXT=('SCI', 1) started at: 16:53:54.738 (19/04/2024)
# Source finding for 'j8xi0xs0q_flc.fits', EXT=('SCI', 1) started at: 16:53:54.738 (19/04/2024)
INFO:drizzlepac.catalogs: Finding sources using sky sigma = 10.632135
INFO:drizzlepac.catalogs:###Source finding finished at: 16:53:55.255 (19/04/2024)
INFO:drizzlepac.catalogs: Found 628 objects.
Found 628 objects.
INFO:drizzlepac.catalogs: # Source finding for 'j8xi0xs0q_flc.fits', EXT=('SCI', 2) started at: 16:53:55.306 (19/04/2024)
# Source finding for 'j8xi0xs0q_flc.fits', EXT=('SCI', 2) started at: 16:53:55.306 (19/04/2024)
INFO:drizzlepac.catalogs: Finding sources using sky sigma = 10.651426
INFO:drizzlepac.catalogs:###Source finding finished at: 16:53:55.816 (19/04/2024)
INFO:drizzlepac.catalogs: Found 646 objects.
Found 646 objects.
INFO:drizzlepac.imgclasses:=== FINAL number of objects in image 'j8xi0xs0q_flc.fits': 1274
=== FINAL number of objects in image 'j8xi0xs0q_flc.fits': 1274
INFO:drizzlepac.imgclasses:
INFO:drizzlepac.imgclasses:Converting RA/Dec positions of reference sources from "j8xi0xsaq_flc.fits" to X,Y positions in reference WCS...
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.tweakreg:===============================================================
===============================================================
INFO:drizzlepac.tweakreg:Performing alignment in the projection plane defined by the WCS
Performing alignment in the projection plane defined by the WCS
INFO:drizzlepac.tweakreg:derived from 'j8xi0xsaq_flc.fits'
derived from 'j8xi0xsaq_flc.fits'
INFO:drizzlepac.tweakreg:===============================================================
===============================================================
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.tweakreg:USER INPUT PARAMETERS for matching sources:
INFO:drizzlepac.tweakreg: minobj : 15
INFO:drizzlepac.tweakreg: residplot : both
INFO:drizzlepac.tweakreg: searchrad : 1.0
INFO:drizzlepac.tweakreg: searchunits : arcseconds
INFO:drizzlepac.tweakreg: see2dplot : True
INFO:drizzlepac.tweakreg: separation : 0.5
INFO:drizzlepac.tweakreg: tolerance : 1.0
INFO:drizzlepac.tweakreg: use2dhist : True
INFO:drizzlepac.tweakreg: xoffset : 0.0
INFO:drizzlepac.tweakreg: yoffset : 0.0
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.tweakreg:USER INPUT PARAMETERS for fitting source lists:
INFO:drizzlepac.tweakreg: fitgeometry : rscale
INFO:drizzlepac.tweakreg: labelsize : 8
INFO:drizzlepac.tweakreg: minobj : 15
INFO:drizzlepac.tweakreg: nclip : 3
INFO:drizzlepac.tweakreg: residplot : both
INFO:drizzlepac.tweakreg: sigma : 3.0
INFO:drizzlepac.tweakreg: ylimit : None
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.tweakreg:====================
====================
INFO:drizzlepac.tweakreg:Performing fit for: j8xi0xs6q_flc.fits
Performing fit for: j8xi0xs6q_flc.fits
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.imgclasses:Matching sources from 'j8xi0xs6q_flc.fits' with sources from reference image 'j8xi0xsaq_flc.fits'
Matching sources from 'j8xi0xs6q_flc.fits' with sources from reference image 'j8xi0xsaq_flc.fits'
INFO:drizzlepac.imgclasses:Computing initial guess for X and Y shifts...
Computing initial guess for X and Y shifts...
INFO:drizzlepac.imgclasses:Found initial X and Y shifts of 0.7173, -0.4358 with significance of 44.01 and 59 matches
Found initial X and Y shifts of 0.7173, -0.4358 with significance of 44.01 and 59 matches
INFO:drizzlepac.imgclasses:Found 44 matches for j8xi0xs6q_flc.fits...
Found 44 matches for j8xi0xs6q_flc.fits...
INFO:drizzlepac.linearfit:Performing "rscale" fit
INFO:drizzlepac.linearfit:Performing "rscale" fit
INFO:drizzlepac.linearfit:Performing "rscale" fit
INFO:drizzlepac.linearfit:Performing "rscale" fit
INFO:drizzlepac.imgclasses:Computed rscale fit for j8xi0xs6q_flc.fits :
Computed rscale fit for j8xi0xs6q_flc.fits :
INFO:drizzlepac.imgclasses:XSH: -0.0463 YSH: 0.0842 ROT: 359.9999977 SCALE: 1.000016
XSH: -0.0463 YSH: 0.0842 ROT: 359.9999977 SCALE: 1.000016
INFO:drizzlepac.imgclasses:FIT XRMS: 0.046 FIT YRMS: 0.062
FIT XRMS: 0.046 FIT YRMS: 0.062
INFO:drizzlepac.imgclasses:FIT RMSE: 0.077 FIT MAE: 0.063
FIT RMSE: 0.077 FIT MAE: 0.063
INFO:drizzlepac.imgclasses:
INFO:drizzlepac.imgclasses:RMS_RA: 9.6e-07 (deg) RMS_DEC: 4.8e-07 (deg)
RMS_RA: 9.6e-07 (deg) RMS_DEC: 4.8e-07 (deg)
INFO:drizzlepac.imgclasses:
INFO:drizzlepac.imgclasses:Final solution based on 38 objects.
Final solution based on 38 objects.
INFO:drizzlepac.imgclasses:Creating catalog for the fit: j8xi0xs6q_flc_catalog_fit.match
INFO:drizzlepac.tweakutils:wrote XY data to: j8xi0xs6q_flc_catalog_fit.match
wrote XY data to: j8xi0xs6q_flc_catalog_fit.match
INFO:drizzlepac.tweakutils:Total # points: 38
Total # points: 38
INFO:drizzlepac.tweakutils:# of points after clipping: 38
# of points after clipping: 38
INFO:drizzlepac.tweakutils:Total # points: 38
Total # points: 38
INFO:drizzlepac.tweakutils:# of points after clipping: 38
# of points after clipping: 38
INFO:drizzlepac.updatehdr:
INFO:drizzlepac.updatehdr:....Updating header for 'j8xi0xs6q_flc.fits' ...
....Updating header for 'j8xi0xs6q_flc.fits' ...
INFO:drizzlepac.updatehdr:
INFO:drizzlepac.updatehdr:
INFO:drizzlepac.updatehdr:Processing j8xi0xs6q_flc.fits['SCI',1]
Processing j8xi0xs6q_flc.fits['SCI',1]
INFO:drizzlepac.updatehdr:
INFO:drizzlepac.updatehdr:Updating header for j8xi0xs6q_flc.fits[1]
Updating header for j8xi0xs6q_flc.fits[1]
INFO:drizzlepac.updatehdr: with WCS of
INFO:stwcs.wcsutil.hstwcs:WCS Keywords
WCS Keywords
INFO:stwcs.wcsutil.hstwcs:
INFO:stwcs.wcsutil.hstwcs:CD_11 CD_12: 2.8073941592867966e-06 1.3843987153182635e-05
CD_11 CD_12: 2.8073941592867966e-06 1.3843987153182635e-05
INFO:stwcs.wcsutil.hstwcs:CD_21 CD_22: 1.355680491898501e-05 -1.8853688598836135e-06
CD_21 CD_22: 1.355680491898501e-05 -1.8853688598836135e-06
INFO:stwcs.wcsutil.hstwcs:CRVAL : 150.1874157122981 2.678763639579479
CRVAL : 150.1874157122981 2.678763639579479
INFO:stwcs.wcsutil.hstwcs:CRPIX : 2048.0 1024.0
CRPIX : 2048.0 1024.0
INFO:stwcs.wcsutil.hstwcs:NAXIS : 4096 2048
NAXIS : 4096 2048
INFO:stwcs.wcsutil.hstwcs:Plate Scale : 0.04984076783502789
Plate Scale : 0.04984076783502789
INFO:stwcs.wcsutil.hstwcs:ORIENTAT : 97.75522100667891
ORIENTAT : 97.75522100667891
INFO:drizzlepac.updatehdr:WCSNAME : TWEAK
WCSNAME : TWEAK
INFO:drizzlepac.updatehdr:
INFO:drizzlepac.updatehdr:Processing j8xi0xs6q_flc.fits['SCI',2]
Processing j8xi0xs6q_flc.fits['SCI',2]
INFO:drizzlepac.updatehdr:
INFO:drizzlepac.updatehdr:Updating header for j8xi0xs6q_flc.fits[4]
Updating header for j8xi0xs6q_flc.fits[4]
INFO:drizzlepac.updatehdr: with WCS of
INFO:stwcs.wcsutil.hstwcs:WCS Keywords
WCS Keywords
INFO:stwcs.wcsutil.hstwcs:
INFO:stwcs.wcsutil.hstwcs:CD_11 CD_12: 2.9538874381833447e-06 1.3395616949859736e-05
CD_11 CD_12: 2.9538874381833447e-06 1.3395616949859736e-05
INFO:stwcs.wcsutil.hstwcs:CD_21 CD_22: 1.3359993944989177e-05 -1.7206222928572635e-06
CD_21 CD_22: 1.3359993944989177e-05 -1.7206222928572635e-06
INFO:stwcs.wcsutil.hstwcs:CRVAL : 150.21606691490086 2.674926437865685
CRVAL : 150.21606691490086 2.674926437865685
INFO:stwcs.wcsutil.hstwcs:CRPIX : 2048.0 1024.0
CRPIX : 2048.0 1024.0
INFO:stwcs.wcsutil.hstwcs:NAXIS : 4096 2048
NAXIS : 4096 2048
INFO:stwcs.wcsutil.hstwcs:Plate Scale : 0.04925832432732727
Plate Scale : 0.04925832432732727
INFO:stwcs.wcsutil.hstwcs:ORIENTAT : 97.31937424328653
ORIENTAT : 97.31937424328653
INFO:drizzlepac.updatehdr:WCSNAME : TWEAK
WCSNAME : TWEAK
INFO:drizzlepac.imgclasses:Updating WCSCORR table with new WCS solution "TWEAK"
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.tweakreg:====================
====================
INFO:drizzlepac.tweakreg:Performing fit for: j8xi0xs3q_flc.fits
Performing fit for: j8xi0xs3q_flc.fits
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.imgclasses:Matching sources from 'j8xi0xs3q_flc.fits' with sources from reference image 'j8xi0xsaq_flc.fits'
Matching sources from 'j8xi0xs3q_flc.fits' with sources from reference image 'j8xi0xsaq_flc.fits'
INFO:drizzlepac.imgclasses:Computing initial guess for X and Y shifts...
Computing initial guess for X and Y shifts...
INFO:drizzlepac.imgclasses:Found initial X and Y shifts of 0.1365, 0.2877 with significance of 38.78 and 53 matches
Found initial X and Y shifts of 0.1365, 0.2877 with significance of 38.78 and 53 matches
INFO:drizzlepac.imgclasses:Found 45 matches for j8xi0xs3q_flc.fits...
Found 45 matches for j8xi0xs3q_flc.fits...
INFO:drizzlepac.linearfit:Performing "rscale" fit
INFO:drizzlepac.linearfit:Performing "rscale" fit
INFO:drizzlepac.linearfit:Performing "rscale" fit
INFO:drizzlepac.linearfit:Performing "rscale" fit
INFO:drizzlepac.imgclasses:Computed rscale fit for j8xi0xs3q_flc.fits :
Computed rscale fit for j8xi0xs3q_flc.fits :
INFO:drizzlepac.imgclasses:XSH: 0.0435 YSH: 0.0757 ROT: 359.9991948 SCALE: 0.999997
XSH: 0.0435 YSH: 0.0757 ROT: 359.9991948 SCALE: 0.999997
INFO:drizzlepac.imgclasses:FIT XRMS: 0.11 FIT YRMS: 0.12
FIT XRMS: 0.11 FIT YRMS: 0.12
INFO:drizzlepac.imgclasses:FIT RMSE: 0.17 FIT MAE: 0.12
FIT RMSE: 0.17 FIT MAE: 0.12
INFO:drizzlepac.imgclasses:
INFO:drizzlepac.imgclasses:RMS_RA: 2e-06 (deg) RMS_DEC: 1.3e-06 (deg)
RMS_RA: 2e-06 (deg) RMS_DEC: 1.3e-06 (deg)
INFO:drizzlepac.imgclasses:
INFO:drizzlepac.imgclasses:Final solution based on 40 objects.
Final solution based on 40 objects.
INFO:drizzlepac.imgclasses:Creating catalog for the fit: j8xi0xs3q_flc_catalog_fit.match
INFO:drizzlepac.tweakutils:wrote XY data to: j8xi0xs3q_flc_catalog_fit.match
wrote XY data to: j8xi0xs3q_flc_catalog_fit.match
INFO:drizzlepac.tweakutils:Total # points: 40
Total # points: 40
INFO:drizzlepac.tweakutils:# of points after clipping: 40
# of points after clipping: 40
INFO:drizzlepac.tweakutils:Total # points: 40
Total # points: 40
INFO:drizzlepac.tweakutils:# of points after clipping: 40
# of points after clipping: 40
INFO:drizzlepac.updatehdr:
INFO:drizzlepac.updatehdr:....Updating header for 'j8xi0xs3q_flc.fits' ...
....Updating header for 'j8xi0xs3q_flc.fits' ...
INFO:drizzlepac.updatehdr:
INFO:drizzlepac.updatehdr:
INFO:drizzlepac.updatehdr:Processing j8xi0xs3q_flc.fits['SCI',1]
Processing j8xi0xs3q_flc.fits['SCI',1]
INFO:drizzlepac.updatehdr:
INFO:drizzlepac.updatehdr:Updating header for j8xi0xs3q_flc.fits[1]
Updating header for j8xi0xs3q_flc.fits[1]
INFO:drizzlepac.updatehdr: with WCS of
INFO:stwcs.wcsutil.hstwcs:WCS Keywords
WCS Keywords
INFO:stwcs.wcsutil.hstwcs:
INFO:stwcs.wcsutil.hstwcs:CD_11 CD_12: 2.8072806674916163e-06 1.3844475832674119e-05
CD_11 CD_12: 2.8072806674916163e-06 1.3844475832674119e-05
INFO:stwcs.wcsutil.hstwcs:CD_21 CD_22: 1.3557295904247053e-05 -1.8852210764282334e-06
CD_21 CD_22: 1.3557295904247053e-05 -1.8852210764282334e-06
INFO:stwcs.wcsutil.hstwcs:CRVAL : 150.18823864992694 2.678551499101942
CRVAL : 150.18823864992694 2.678551499101942
INFO:stwcs.wcsutil.hstwcs:CRPIX : 2048.0 1024.0
CRPIX : 2048.0 1024.0
INFO:stwcs.wcsutil.hstwcs:NAXIS : 4096 2048
NAXIS : 4096 2048
INFO:stwcs.wcsutil.hstwcs:Plate Scale : 0.0498414889932341
Plate Scale : 0.0498414889932341
INFO:stwcs.wcsutil.hstwcs:ORIENTAT : 97.7543501244203
ORIENTAT : 97.7543501244203
INFO:drizzlepac.updatehdr:WCSNAME : TWEAK
WCSNAME : TWEAK
INFO:drizzlepac.updatehdr:
INFO:drizzlepac.updatehdr:Processing j8xi0xs3q_flc.fits['SCI',2]
Processing j8xi0xs3q_flc.fits['SCI',2]
INFO:drizzlepac.updatehdr:
INFO:drizzlepac.updatehdr:Updating header for j8xi0xs3q_flc.fits[4]
Updating header for j8xi0xs3q_flc.fits[4]
INFO:drizzlepac.updatehdr: with WCS of
INFO:stwcs.wcsutil.hstwcs:WCS Keywords
WCS Keywords
INFO:stwcs.wcsutil.hstwcs:
INFO:stwcs.wcsutil.hstwcs:CD_11 CD_12: 2.9537817848084015e-06 1.3396088282374428e-05
CD_11 CD_12: 2.9537817848084015e-06 1.3396088282374428e-05
INFO:stwcs.wcsutil.hstwcs:CD_21 CD_22: 1.3360480627030472e-05 -1.7204758818668376e-06
CD_21 CD_22: 1.3360480627030472e-05 -1.7204758818668376e-06
INFO:stwcs.wcsutil.hstwcs:CRVAL : 150.21689085804047 2.6747146048274497
CRVAL : 150.21689085804047 2.6747146048274497
INFO:stwcs.wcsutil.hstwcs:CRPIX : 2048.0 1024.0
CRPIX : 2048.0 1024.0
INFO:stwcs.wcsutil.hstwcs:NAXIS : 4096 2048
NAXIS : 4096 2048
INFO:stwcs.wcsutil.hstwcs:Plate Scale : 0.04925903694154638
Plate Scale : 0.04925903694154638
INFO:stwcs.wcsutil.hstwcs:ORIENTAT : 97.31850346315471
ORIENTAT : 97.31850346315471
INFO:drizzlepac.updatehdr:WCSNAME : TWEAK
WCSNAME : TWEAK
INFO:drizzlepac.imgclasses:Updating WCSCORR table with new WCS solution "TWEAK"
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.tweakreg:====================
====================
INFO:drizzlepac.tweakreg:Performing fit for: j8xi0xs0q_flc.fits
Performing fit for: j8xi0xs0q_flc.fits
INFO:drizzlepac.tweakreg:
INFO:drizzlepac.imgclasses:Matching sources from 'j8xi0xs0q_flc.fits' with sources from reference image 'j8xi0xsaq_flc.fits'
Matching sources from 'j8xi0xs0q_flc.fits' with sources from reference image 'j8xi0xsaq_flc.fits'
INFO:drizzlepac.imgclasses:Computing initial guess for X and Y shifts...
Computing initial guess for X and Y shifts...
INFO:drizzlepac.imgclasses:Found initial X and Y shifts of 0, 0 with significance of 36.59 and 58 matches
Found initial X and Y shifts of 0, 0 with significance of 36.59 and 58 matches
INFO:drizzlepac.imgclasses:Found 46 matches for j8xi0xs0q_flc.fits...
Found 46 matches for j8xi0xs0q_flc.fits...
INFO:drizzlepac.linearfit:Performing "rscale" fit
INFO:drizzlepac.linearfit:Performing "rscale" fit
INFO:drizzlepac.linearfit:Performing "rscale" fit
INFO:drizzlepac.linearfit:Performing "rscale" fit
INFO:drizzlepac.imgclasses:Computed rscale fit for j8xi0xs0q_flc.fits :
Computed rscale fit for j8xi0xs0q_flc.fits :
INFO:drizzlepac.imgclasses:XSH: 0.0834 YSH: 0.1316 ROT: 0.001365555174 SCALE: 0.999998
XSH: 0.0834 YSH: 0.1316 ROT: 0.001365555174 SCALE: 0.999998
INFO:drizzlepac.imgclasses:FIT XRMS: 0.11 FIT YRMS: 0.087
FIT XRMS: 0.11 FIT YRMS: 0.087
INFO:drizzlepac.imgclasses:FIT RMSE: 0.14 FIT MAE: 0.099
FIT RMSE: 0.14 FIT MAE: 0.099
INFO:drizzlepac.imgclasses:
INFO:drizzlepac.imgclasses:RMS_RA: 1.5e-06 (deg) RMS_DEC: 1.3e-06 (deg)
RMS_RA: 1.5e-06 (deg) RMS_DEC: 1.3e-06 (deg)
INFO:drizzlepac.imgclasses:
INFO:drizzlepac.imgclasses:Final solution based on 41 objects.
Final solution based on 41 objects.
INFO:drizzlepac.imgclasses:Creating catalog for the fit: j8xi0xs0q_flc_catalog_fit.match
INFO:drizzlepac.tweakutils:wrote XY data to: j8xi0xs0q_flc_catalog_fit.match
wrote XY data to: j8xi0xs0q_flc_catalog_fit.match
INFO:drizzlepac.tweakutils:Total # points: 41
Total # points: 41
INFO:drizzlepac.tweakutils:# of points after clipping: 41
# of points after clipping: 41
INFO:drizzlepac.tweakutils:Total # points: 41
Total # points: 41
INFO:drizzlepac.tweakutils:# of points after clipping: 41
# of points after clipping: 41
INFO:drizzlepac.updatehdr:
INFO:drizzlepac.updatehdr:....Updating header for 'j8xi0xs0q_flc.fits' ...
....Updating header for 'j8xi0xs0q_flc.fits' ...
INFO:drizzlepac.updatehdr:
INFO:drizzlepac.updatehdr:
INFO:drizzlepac.updatehdr:Processing j8xi0xs0q_flc.fits['SCI',1]
Processing j8xi0xs0q_flc.fits['SCI',1]
INFO:drizzlepac.updatehdr:
INFO:drizzlepac.updatehdr:Updating header for j8xi0xs0q_flc.fits[1]
Updating header for j8xi0xs0q_flc.fits[1]
INFO:drizzlepac.updatehdr: with WCS of
INFO:stwcs.wcsutil.hstwcs:WCS Keywords
WCS Keywords
INFO:stwcs.wcsutil.hstwcs:
INFO:stwcs.wcsutil.hstwcs:CD_11 CD_12: 2.8077334222373295e-06 1.3844643281478365e-05
CD_11 CD_12: 2.8077334222373295e-06 1.3844643281478365e-05
INFO:stwcs.wcsutil.hstwcs:CD_21 CD_22: 1.3557414009432054e-05 -1.8856734079195491e-06
CD_21 CD_22: 1.3557414009432054e-05 -1.8856734079195491e-06
INFO:stwcs.wcsutil.hstwcs:CRVAL : 150.18909528795322 2.678507367711421
CRVAL : 150.18909528795322 2.678507367711421
INFO:stwcs.wcsutil.hstwcs:CRPIX : 2048.0 1024.0
CRPIX : 2048.0 1024.0
INFO:stwcs.wcsutil.hstwcs:NAXIS : 4096 2048
NAXIS : 4096 2048
INFO:stwcs.wcsutil.hstwcs:Plate Scale : 0.04984225674911317
Plate Scale : 0.04984225674911317
INFO:stwcs.wcsutil.hstwcs:ORIENTAT : 97.75609535617255
ORIENTAT : 97.75609535617255
INFO:drizzlepac.updatehdr:WCSNAME : TWEAK
WCSNAME : TWEAK
INFO:drizzlepac.updatehdr:
INFO:drizzlepac.updatehdr:Processing j8xi0xs0q_flc.fits['SCI',2]
Processing j8xi0xs0q_flc.fits['SCI',2]
INFO:drizzlepac.updatehdr:
INFO:drizzlepac.updatehdr:Updating header for j8xi0xs0q_flc.fits[4]
Updating header for j8xi0xs0q_flc.fits[4]
INFO:drizzlepac.updatehdr: with WCS of
INFO:stwcs.wcsutil.hstwcs:WCS Keywords
WCS Keywords
INFO:stwcs.wcsutil.hstwcs:
INFO:stwcs.wcsutil.hstwcs:CD_11 CD_12: 2.95423098414789e-06 1.339625337630646e-05
CD_11 CD_12: 2.95423098414789e-06 1.339625337630646e-05
INFO:stwcs.wcsutil.hstwcs:CD_21 CD_22: 1.3360591286529246e-05 -1.7209119687520534e-06
CD_21 CD_22: 1.3360591286529246e-05 -1.7209119687520534e-06
INFO:stwcs.wcsutil.hstwcs:CRVAL : 150.217747843347 2.6746695392676263
CRVAL : 150.217747843347 2.6746695392676263
INFO:stwcs.wcsutil.hstwcs:CRPIX : 2048.0 1024.0
CRPIX : 2048.0 1024.0
INFO:stwcs.wcsutil.hstwcs:NAXIS : 4096 2048
NAXIS : 4096 2048
INFO:stwcs.wcsutil.hstwcs:Plate Scale : 0.049259795680930994
Plate Scale : 0.049259795680930994
INFO:stwcs.wcsutil.hstwcs:ORIENTAT : 97.32024911992089
ORIENTAT : 97.32024911992089
INFO:drizzlepac.updatehdr:WCSNAME : TWEAK
WCSNAME : TWEAK
INFO:drizzlepac.imgclasses:Updating WCSCORR table with new WCS solution "TWEAK"
INFO:drizzlepac.imgclasses:
INFO:drizzlepac.imgclasses:Processing j8xi0xsaq_flc.fits['SCI',1]
Processing j8xi0xsaq_flc.fits['SCI',1]
INFO:drizzlepac.imgclasses:
INFO:drizzlepac.updatehdr:Updating header for j8xi0xsaq_flc.fits[('SCI', 1)]
Updating header for j8xi0xsaq_flc.fits[('SCI', 1)]
INFO:drizzlepac.updatehdr: with WCS of
INFO:stwcs.wcsutil.hstwcs:WCS Keywords
WCS Keywords
INFO:stwcs.wcsutil.hstwcs:
INFO:stwcs.wcsutil.hstwcs:CD_11 CD_12: 2.8074473646957e-06 1.3843790915832e-05
CD_11 CD_12: 2.8074473646957e-06 1.3843790915832e-05
INFO:stwcs.wcsutil.hstwcs:CD_21 CD_22: 1.3556618234037e-05 -1.8854320764354e-06
CD_21 CD_22: 1.3556618234037e-05 -1.8854320764354e-06
INFO:stwcs.wcsutil.hstwcs:CRVAL : 150.18655892195 2.6788077664738
CRVAL : 150.18655892195 2.6788077664738
INFO:stwcs.wcsutil.hstwcs:CRPIX : 2048.0 1024.0
CRPIX : 2048.0 1024.0
INFO:stwcs.wcsutil.hstwcs:NAXIS : 4096 2048
NAXIS : 4096 2048
INFO:stwcs.wcsutil.hstwcs:Plate Scale : 0.04983935208337422
Plate Scale : 0.04983935208337422
INFO:stwcs.wcsutil.hstwcs:ORIENTAT : 97.75558647212381
ORIENTAT : 97.75558647212381
INFO:drizzlepac.updatehdr:WCSNAME : TWEAK
WCSNAME : TWEAK
INFO:drizzlepac.imgclasses:
INFO:drizzlepac.imgclasses:Processing j8xi0xsaq_flc.fits['SCI',2]
Processing j8xi0xsaq_flc.fits['SCI',2]
INFO:drizzlepac.imgclasses:
INFO:drizzlepac.updatehdr:Updating header for j8xi0xsaq_flc.fits[('SCI', 2)]
Updating header for j8xi0xsaq_flc.fits[('SCI', 2)]
INFO:drizzlepac.updatehdr: with WCS of
INFO:stwcs.wcsutil.hstwcs:WCS Keywords
WCS Keywords
INFO:stwcs.wcsutil.hstwcs:
INFO:stwcs.wcsutil.hstwcs:CD_11 CD_12: 2.9539373758696e-06 1.3395427728285e-05
CD_11 CD_12: 2.9539373758696e-06 1.3395427728285e-05
INFO:stwcs.wcsutil.hstwcs:CD_21 CD_22: 1.335980879761e-05 -1.7206847770204e-06
CD_21 CD_22: 1.335980879761e-05 -1.7206847770204e-06
INFO:stwcs.wcsutil.hstwcs:CRVAL : 150.21520971981 2.6749704332693
CRVAL : 150.21520971981 2.6749704332693
INFO:stwcs.wcsutil.hstwcs:CRPIX : 2048.0 1024.0
CRPIX : 2048.0 1024.0
INFO:stwcs.wcsutil.hstwcs:NAXIS : 4096 2048
NAXIS : 4096 2048
INFO:stwcs.wcsutil.hstwcs:Plate Scale : 0.0492569251293173
Plate Scale : 0.0492569251293173
INFO:stwcs.wcsutil.hstwcs:ORIENTAT : 97.31973943745088
ORIENTAT : 97.31973943745088
INFO:drizzlepac.updatehdr:WCSNAME : TWEAK
WCSNAME : TWEAK
INFO:drizzlepac.imgclasses:Updating WCSCORR table with new WCS solution "TWEAK"
INFO:drizzlepac.util:Trailer file written to: tweakreg.log
Trailer file written to: tweakreg.log
4. Drizzle the aligned frames#
Combine the aligned FLC files with AstroDrizzle. The ACS team now corrects for stable hot pixels (DQ flag=16) via the dark reference files, so these pixels can be considered ‘good’. Full well saturated pixels (DQ flag=256) and warm pixels (DQ flag=64) may also be treated as good. More details on the recommended drizzle parameters for ACS may be found in ISR 2017-02.
astrodrizzle.AstroDrizzle('*flc.fits',
output='f814w',
preserve=False,
clean=True,
build=False,
context=False,
driz_sep_bits='256,64,16',
combine_type='median',
final_bits='256,64,16',
runfile='f814w_driz.log')
INFO:drizzlepac.util:Setting up logfile : f814w_driz.log
Setting up logfile : f814w_driz.log
INFO:drizzlepac.astrodrizzle:AstroDrizzle log file: f814w_driz.log
AstroDrizzle log file: f814w_driz.log
INFO:drizzlepac.astrodrizzle:AstroDrizzle Version 3.5.1 started at: 16:53:59.601 (19/04/2024)
AstroDrizzle Version 3.5.1 started at: 16:53:59.601 (19/04/2024)
INFO:drizzlepac.astrodrizzle:
INFO:drizzlepac.astrodrizzle:Version Information
INFO:drizzlepac.astrodrizzle:--------------------
INFO:drizzlepac.astrodrizzle:Python Version 3.11.9 (main, Apr 2 2024, 15:20:57) [GCC 9.4.0]
INFO:drizzlepac.astrodrizzle:numpy Version -> 1.26.4
INFO:drizzlepac.astrodrizzle:astropy Version -> 5.3.3
INFO:drizzlepac.astrodrizzle:stwcs Version -> 1.7.2
INFO:drizzlepac.astrodrizzle:photutils Version -> 1.12.0
INFO:drizzlepac.util:==== Processing Step Initialization started at 16:53:59.607 (19/04/2024)
==== Processing Step Initialization started at 16:53:59.607 (19/04/2024)
INFO:drizzlepac.util:
INFO:drizzlepac.processInput:Executing serially
INFO:drizzlepac.processInput:Setting up output name: f814w_drc.fits
INFO:drizzlepac.processInput:-Creating imageObject List as input for processing steps.
INFO:drizzlepac.imageObject:Reading in MDRIZSKY of 5.086644045901341
INFO:drizzlepac.imageObject:Reading in MDRIZSKY of 5.086644045901341
INFO:drizzlepac.imageObject:Reading in MDRIZSKY of 0.32384824478901875
INFO:drizzlepac.imageObject:Reading in MDRIZSKY of 0.32384824478901875
INFO:drizzlepac.imageObject:Reading in MDRIZSKY of 0.5966702777600351
INFO:drizzlepac.imageObject:Reading in MDRIZSKY of 0.5966702777600351
INFO:drizzlepac.imageObject:Reading in MDRIZSKY of 0.0
INFO:drizzlepac.imageObject:Reading in MDRIZSKY of 0.0
INFO:drizzlepac.imageObject:Reading in MDRIZSKY of 56.16291809082031
INFO:drizzlepac.imageObject:Reading in MDRIZSKY of 56.16291809082031
INFO:drizzlepac.imageObject:Reading in MDRIZSKY of 51.33971786499024
INFO:drizzlepac.imageObject:Reading in MDRIZSKY of 51.33971786499024
INFO:drizzlepac.imageObject:Reading in MDRIZSKY of 51.510189056396484
INFO:drizzlepac.imageObject:Reading in MDRIZSKY of 51.510189056396484
INFO:drizzlepac.imageObject:Reading in MDRIZSKY of 50.91039276123047
INFO:drizzlepac.imageObject:Reading in MDRIZSKY of 50.91039276123047
INFO:drizzlepac.imageObject:No context image will be created for hst_10092_0x_acs_wfc_f814w_j8xi0xs0_flc.fits
INFO:drizzlepac.imageObject:No context image will be created for hst_10092_0x_acs_wfc_f814w_j8xi0xs3_flc.fits
INFO:drizzlepac.imageObject:No context image will be created for hst_10092_0x_acs_wfc_f814w_j8xi0xs6_flc.fits
INFO:drizzlepac.imageObject:No context image will be created for hst_10092_0x_acs_wfc_f814w_j8xi0xsa_flc.fits
INFO:drizzlepac.imageObject:No context image will be created for j8xi0xs0q_flc.fits
INFO:drizzlepac.imageObject:No context image will be created for j8xi0xs3q_flc.fits
INFO:drizzlepac.imageObject:No context image will be created for j8xi0xs6q_flc.fits
INFO:drizzlepac.imageObject:No context image will be created for j8xi0xsaq_flc.fits
INFO:drizzlepac.resetbits:Reset bit values of 4096 to a value of 0 in hst_10092_0x_acs_wfc_f814w_j8xi0xs0_flc.fits[DQ,1]
INFO:drizzlepac.resetbits:Reset bit values of 4096 to a value of 0 in hst_10092_0x_acs_wfc_f814w_j8xi0xs0_flc.fits[DQ,2]
INFO:drizzlepac.resetbits:Reset bit values of 4096 to a value of 0 in hst_10092_0x_acs_wfc_f814w_j8xi0xs3_flc.fits[DQ,1]
INFO:drizzlepac.resetbits:Reset bit values of 4096 to a value of 0 in hst_10092_0x_acs_wfc_f814w_j8xi0xs3_flc.fits[DQ,2]
INFO:drizzlepac.resetbits:Reset bit values of 4096 to a value of 0 in hst_10092_0x_acs_wfc_f814w_j8xi0xs6_flc.fits[DQ,1]
INFO:drizzlepac.resetbits:Reset bit values of 4096 to a value of 0 in hst_10092_0x_acs_wfc_f814w_j8xi0xs6_flc.fits[DQ,2]
INFO:drizzlepac.resetbits:Reset bit values of 4096 to a value of 0 in hst_10092_0x_acs_wfc_f814w_j8xi0xsa_flc.fits[DQ,1]
INFO:drizzlepac.resetbits:Reset bit values of 4096 to a value of 0 in hst_10092_0x_acs_wfc_f814w_j8xi0xsa_flc.fits[DQ,2]
INFO:drizzlepac.resetbits:Reset bit values of 4096 to a value of 0 in j8xi0xs0q_flc.fits[DQ,1]
INFO:drizzlepac.resetbits:Reset bit values of 4096 to a value of 0 in j8xi0xs0q_flc.fits[DQ,2]
INFO:drizzlepac.resetbits:Reset bit values of 4096 to a value of 0 in j8xi0xs3q_flc.fits[DQ,1]
INFO:drizzlepac.resetbits:Reset bit values of 4096 to a value of 0 in j8xi0xs3q_flc.fits[DQ,2]
INFO:drizzlepac.resetbits:Reset bit values of 4096 to a value of 0 in j8xi0xs6q_flc.fits[DQ,1]
INFO:drizzlepac.resetbits:Reset bit values of 4096 to a value of 0 in j8xi0xs6q_flc.fits[DQ,2]
INFO:drizzlepac.resetbits:Reset bit values of 4096 to a value of 0 in j8xi0xsaq_flc.fits[DQ,1]
INFO:drizzlepac.resetbits:Reset bit values of 4096 to a value of 0 in j8xi0xsaq_flc.fits[DQ,2]
INFO:drizzlepac.processInput:-Creating output WCS.
INFO:drizzlepac.imageObject:No context image will be created for f814w_drc.fits
INFO:astropy.wcs.wcs:WCS Keywords
WCS Keywords
INFO:astropy.wcs.wcs:
INFO:astropy.wcs.wcs:Number of WCS axes: 2
Number of WCS axes: 2
INFO:astropy.wcs.wcs:CTYPE : 'RA---TAN' 'DEC--TAN'
CTYPE : 'RA---TAN' 'DEC--TAN'
INFO:astropy.wcs.wcs:CRVAL : 150.2020594287174 2.6769772592333116
CRVAL : 150.2020594287174 2.6769772592333116
INFO:astropy.wcs.wcs:CRPIX : 2111.5 2210.0
CRPIX : 2111.5 2210.0
INFO:astropy.wcs.wcs:CD1_1 CD1_2 : 2.411610733908945e-06 1.3677915346864685e-05
CD1_1 CD1_2 : 2.411610733908945e-06 1.3677915346864685e-05
INFO:astropy.wcs.wcs:CD2_1 CD2_2 : 1.3677915346864685e-05 -2.411610733908945e-06
CD2_1 CD2_2 : 1.3677915346864685e-05 -2.411610733908945e-06
INFO:astropy.wcs.wcs:NAXIS : 4223 4420
NAXIS : 4223 4420
INFO:drizzlepac.processInput:********************************************************************************
********************************************************************************
INFO:drizzlepac.processInput:*
*
INFO:drizzlepac.processInput:* Estimated memory usage: up to 1110 Mb.
* Estimated memory usage: up to 1110 Mb.
INFO:drizzlepac.processInput:* Output image size: 4223 X 4420 pixels.
* Output image size: 4223 X 4420 pixels.
INFO:drizzlepac.processInput:* Output image file: ~ 213 Mb.
* Output image file: ~ 213 Mb.
INFO:drizzlepac.processInput:* Cores available: 4
* Cores available: 4
INFO:drizzlepac.processInput:*
*
INFO:drizzlepac.processInput:********************************************************************************
********************************************************************************
INFO:drizzlepac.util:==== Processing Step Initialization finished at 16:54:01.967 (19/04/2024)
==== Processing Step Initialization finished at 16:54:01.967 (19/04/2024)
INFO:drizzlepac.astrodrizzle:USER INPUT PARAMETERS common to all Processing Steps:
INFO:drizzlepac.astrodrizzle: build : False
INFO:drizzlepac.astrodrizzle: coeffs : True
INFO:drizzlepac.astrodrizzle: context : False
INFO:drizzlepac.astrodrizzle: crbit : 4096
INFO:drizzlepac.astrodrizzle: group :
INFO:drizzlepac.astrodrizzle: in_memory : False
INFO:drizzlepac.astrodrizzle: input : *flc.fits
INFO:drizzlepac.astrodrizzle: mdriztab : False
INFO:drizzlepac.astrodrizzle: num_cores : None
INFO:drizzlepac.astrodrizzle: output : f814w
INFO:drizzlepac.astrodrizzle: proc_unit : native
INFO:drizzlepac.astrodrizzle: resetbits : 4096
INFO:drizzlepac.astrodrizzle: rules_file :
INFO:drizzlepac.astrodrizzle: runfile : f814w_driz.log
INFO:drizzlepac.astrodrizzle: stepsize : 10
INFO:drizzlepac.astrodrizzle: updatewcs : False
INFO:drizzlepac.astrodrizzle: wcskey :
INFO:drizzlepac.util:==== Processing Step Static Mask started at 16:54:01.978 (19/04/2024)
==== Processing Step Static Mask started at 16:54:01.978 (19/04/2024)
INFO:drizzlepac.util:
INFO:drizzlepac.staticMask:USER INPUT PARAMETERS for Static Mask Step:
INFO:drizzlepac.staticMask: static : True
INFO:drizzlepac.staticMask: static_sig : 4.0
INFO:drizzlepac.staticMask:Computing static mask:
INFO:drizzlepac.staticMask: mode = 55.593122; rms = 11.105818; static_sig = 4.00
INFO:drizzlepac.staticMask: mode = 55.789827; rms = 9.947657; static_sig = 4.00
INFO:drizzlepac.staticMask:Computing static mask:
INFO:drizzlepac.staticMask: mode = 50.937613; rms = 10.826353; static_sig = 4.00
INFO:drizzlepac.staticMask: mode = 50.420985; rms = 9.692206; static_sig = 4.00
INFO:drizzlepac.staticMask:Computing static mask:
INFO:drizzlepac.staticMask: mode = 51.294192; rms = 10.957482; static_sig = 4.00
INFO:drizzlepac.staticMask: mode = 50.527014; rms = 9.723391; static_sig = 4.00
INFO:drizzlepac.staticMask:Computing static mask:
INFO:drizzlepac.staticMask: mode = 50.679051; rms = 11.627228; static_sig = 4.00
INFO:drizzlepac.staticMask: mode = 50.303263; rms = 9.861217; static_sig = 4.00
INFO:drizzlepac.staticMask:Computing static mask:
INFO:drizzlepac.staticMask: mode = 55.593122; rms = 11.105818; static_sig = 4.00
INFO:drizzlepac.staticMask: mode = 55.789827; rms = 9.947657; static_sig = 4.00
INFO:drizzlepac.staticMask:Computing static mask:
INFO:drizzlepac.staticMask: mode = 50.937613; rms = 10.826353; static_sig = 4.00
INFO:drizzlepac.staticMask: mode = 50.420985; rms = 9.692206; static_sig = 4.00
INFO:drizzlepac.staticMask:Computing static mask:
INFO:drizzlepac.staticMask: mode = 51.294192; rms = 10.957482; static_sig = 4.00
INFO:drizzlepac.staticMask: mode = 50.527014; rms = 9.723391; static_sig = 4.00
INFO:drizzlepac.staticMask:Computing static mask:
INFO:drizzlepac.staticMask: mode = 50.679051; rms = 11.627228; static_sig = 4.00
INFO:drizzlepac.staticMask: mode = 50.303263; rms = 9.861217; static_sig = 4.00
INFO:drizzlepac.staticMask:Saving static mask to disk: ./_2048x4096_1_staticMask.fits
INFO:drizzlepac.staticMask:Saving static mask to disk: ./_2048x4096_2_staticMask.fits
INFO:drizzlepac.util:==== Processing Step Static Mask finished at 16:54:03.84 (19/04/2024)
==== Processing Step Static Mask finished at 16:54:03.84 (19/04/2024)
INFO:drizzlepac.util:==== Processing Step Subtract Sky started at 16:54:03.849 (19/04/2024)
==== Processing Step Subtract Sky started at 16:54:03.849 (19/04/2024)
INFO:drizzlepac.util:
INFO:drizzlepac.sky:USER INPUT PARAMETERS for Sky Subtraction Step:
INFO:drizzlepac.sky: sky_bits : 0
INFO:drizzlepac.sky: skyclip : 5
INFO:drizzlepac.sky: skyfile :
INFO:drizzlepac.sky: skylower : None
INFO:drizzlepac.sky: skylsigma : 4.0
INFO:drizzlepac.sky: skymask_cat :
INFO:drizzlepac.sky: skymethod : localmin
INFO:drizzlepac.sky: skystat : median
INFO:drizzlepac.sky: skysub : True
INFO:drizzlepac.sky: skyupper : None
INFO:drizzlepac.sky: skyuser :
INFO:drizzlepac.sky: skyusigma : 4.0
INFO:drizzlepac.sky: skywidth : 0.1
INFO:drizzlepac.sky: use_static : True
INFO:stsci.skypac.utils:***** skymatch started on 2024-04-19 16:54:04.408476
***** skymatch started on 2024-04-19 16:54:04.408476
INFO:stsci.skypac.utils: Version 1.0.9
Version 1.0.9
INFO:stsci.skypac.utils:
INFO:stsci.skypac.utils:'skymatch' task will apply computed sky differences to input image file(s).
'skymatch' task will apply computed sky differences to input image file(s).
INFO:stsci.skypac.utils:
INFO:stsci.skypac.utils:NOTE: Computed sky values WILL NOT be subtracted from image data ('subtractsky'=False).
NOTE: Computed sky values WILL NOT be subtracted from image data ('subtractsky'=False).
INFO:stsci.skypac.utils:'MDRIZSKY' header keyword will represent sky value *computed* from data.
'MDRIZSKY' header keyword will represent sky value *computed* from data.
INFO:stsci.skypac.utils:
INFO:stsci.skypac.utils:----- User specified keywords: -----
----- User specified keywords: -----
INFO:stsci.skypac.utils: Sky Value Keyword: 'MDRIZSKY'
Sky Value Keyword: 'MDRIZSKY'
INFO:stsci.skypac.utils: Data Units Keyword: 'BUNIT'
Data Units Keyword: 'BUNIT'
INFO:stsci.skypac.utils:
INFO:stsci.skypac.utils:
INFO:stsci.skypac.utils:----- Input file list: -----
----- Input file list: -----
INFO:stsci.skypac.utils:
INFO:stsci.skypac.utils: ** Input image: 'hst_10092_0x_acs_wfc_f814w_j8xi0xs0_flc.fits'
** Input image: 'hst_10092_0x_acs_wfc_f814w_j8xi0xs0_flc.fits'
INFO:stsci.skypac.utils: EXT: 'SCI',1; MASK: hst_10092_0x_acs_wfc_f814w_j8xi0xs0_skymatch_mask_sci1.fits[0]
EXT: 'SCI',1; MASK: hst_10092_0x_acs_wfc_f814w_j8xi0xs0_skymatch_mask_sci1.fits[0]
INFO:stsci.skypac.utils: EXT: 'SCI',2; MASK: hst_10092_0x_acs_wfc_f814w_j8xi0xs0_skymatch_mask_sci2.fits[0]
EXT: 'SCI',2; MASK: hst_10092_0x_acs_wfc_f814w_j8xi0xs0_skymatch_mask_sci2.fits[0]
INFO:stsci.skypac.utils:
INFO:stsci.skypac.utils: ** Input image: 'hst_10092_0x_acs_wfc_f814w_j8xi0xs3_flc.fits'
** Input image: 'hst_10092_0x_acs_wfc_f814w_j8xi0xs3_flc.fits'
INFO:stsci.skypac.utils: EXT: 'SCI',1; MASK: hst_10092_0x_acs_wfc_f814w_j8xi0xs3_skymatch_mask_sci1.fits[0]
EXT: 'SCI',1; MASK: hst_10092_0x_acs_wfc_f814w_j8xi0xs3_skymatch_mask_sci1.fits[0]
INFO:stsci.skypac.utils: EXT: 'SCI',2; MASK: hst_10092_0x_acs_wfc_f814w_j8xi0xs3_skymatch_mask_sci2.fits[0]
EXT: 'SCI',2; MASK: hst_10092_0x_acs_wfc_f814w_j8xi0xs3_skymatch_mask_sci2.fits[0]
INFO:stsci.skypac.utils:
INFO:stsci.skypac.utils: ** Input image: 'hst_10092_0x_acs_wfc_f814w_j8xi0xs6_flc.fits'
** Input image: 'hst_10092_0x_acs_wfc_f814w_j8xi0xs6_flc.fits'
INFO:stsci.skypac.utils: EXT: 'SCI',1; MASK: hst_10092_0x_acs_wfc_f814w_j8xi0xs6_skymatch_mask_sci1.fits[0]
EXT: 'SCI',1; MASK: hst_10092_0x_acs_wfc_f814w_j8xi0xs6_skymatch_mask_sci1.fits[0]
INFO:stsci.skypac.utils: EXT: 'SCI',2; MASK: hst_10092_0x_acs_wfc_f814w_j8xi0xs6_skymatch_mask_sci2.fits[0]
EXT: 'SCI',2; MASK: hst_10092_0x_acs_wfc_f814w_j8xi0xs6_skymatch_mask_sci2.fits[0]
INFO:stsci.skypac.utils:
INFO:stsci.skypac.utils: ** Input image: 'hst_10092_0x_acs_wfc_f814w_j8xi0xsa_flc.fits'
** Input image: 'hst_10092_0x_acs_wfc_f814w_j8xi0xsa_flc.fits'
INFO:stsci.skypac.utils: EXT: 'SCI',1; MASK: hst_10092_0x_acs_wfc_f814w_j8xi0xsa_skymatch_mask_sci1.fits[0]
EXT: 'SCI',1; MASK: hst_10092_0x_acs_wfc_f814w_j8xi0xsa_skymatch_mask_sci1.fits[0]
INFO:stsci.skypac.utils: EXT: 'SCI',2; MASK: hst_10092_0x_acs_wfc_f814w_j8xi0xsa_skymatch_mask_sci2.fits[0]
EXT: 'SCI',2; MASK: hst_10092_0x_acs_wfc_f814w_j8xi0xsa_skymatch_mask_sci2.fits[0]
INFO:stsci.skypac.utils:
INFO:stsci.skypac.utils: ** Input image: 'j8xi0xs0q_flc.fits'
** Input image: 'j8xi0xs0q_flc.fits'
INFO:stsci.skypac.utils: EXT: 'SCI',1; MASK: j8xi0xs0q_skymatch_mask_sci1.fits[0]
EXT: 'SCI',1; MASK: j8xi0xs0q_skymatch_mask_sci1.fits[0]
INFO:stsci.skypac.utils: EXT: 'SCI',2; MASK: j8xi0xs0q_skymatch_mask_sci2.fits[0]
EXT: 'SCI',2; MASK: j8xi0xs0q_skymatch_mask_sci2.fits[0]
INFO:stsci.skypac.utils:
INFO:stsci.skypac.utils: ** Input image: 'j8xi0xs3q_flc.fits'
** Input image: 'j8xi0xs3q_flc.fits'
INFO:stsci.skypac.utils: EXT: 'SCI',1; MASK: j8xi0xs3q_skymatch_mask_sci1.fits[0]
EXT: 'SCI',1; MASK: j8xi0xs3q_skymatch_mask_sci1.fits[0]
INFO:stsci.skypac.utils: EXT: 'SCI',2; MASK: j8xi0xs3q_skymatch_mask_sci2.fits[0]
EXT: 'SCI',2; MASK: j8xi0xs3q_skymatch_mask_sci2.fits[0]
INFO:stsci.skypac.utils:
INFO:stsci.skypac.utils: ** Input image: 'j8xi0xs6q_flc.fits'
** Input image: 'j8xi0xs6q_flc.fits'
INFO:stsci.skypac.utils: EXT: 'SCI',1; MASK: j8xi0xs6q_skymatch_mask_sci1.fits[0]
EXT: 'SCI',1; MASK: j8xi0xs6q_skymatch_mask_sci1.fits[0]
INFO:stsci.skypac.utils: EXT: 'SCI',2; MASK: j8xi0xs6q_skymatch_mask_sci2.fits[0]
EXT: 'SCI',2; MASK: j8xi0xs6q_skymatch_mask_sci2.fits[0]
INFO:stsci.skypac.utils:
INFO:stsci.skypac.utils: ** Input image: 'j8xi0xsaq_flc.fits'
** Input image: 'j8xi0xsaq_flc.fits'
INFO:stsci.skypac.utils: EXT: 'SCI',1; MASK: j8xi0xsaq_skymatch_mask_sci1.fits[0]
EXT: 'SCI',1; MASK: j8xi0xsaq_skymatch_mask_sci1.fits[0]
INFO:stsci.skypac.utils: EXT: 'SCI',2; MASK: j8xi0xsaq_skymatch_mask_sci2.fits[0]
EXT: 'SCI',2; MASK: j8xi0xsaq_skymatch_mask_sci2.fits[0]
INFO:stsci.skypac.utils:
INFO:stsci.skypac.utils:----- Sky statistics parameters: -----
----- Sky statistics parameters: -----
INFO:stsci.skypac.utils: statistics function: 'median'
statistics function: 'median'
INFO:stsci.skypac.utils: lower = None
lower = None
INFO:stsci.skypac.utils: upper = None
upper = None
INFO:stsci.skypac.utils: nclip = 5
nclip = 5
INFO:stsci.skypac.utils: lsigma = 4.0
lsigma = 4.0
INFO:stsci.skypac.utils: usigma = 4.0
usigma = 4.0
INFO:stsci.skypac.utils: binwidth = 0.1
binwidth = 0.1
INFO:stsci.skypac.utils:
INFO:stsci.skypac.utils:----- Data->Brightness conversion parameters for input files: -----
----- Data->Brightness conversion parameters for input files: -----
INFO:stsci.skypac.utils:
INFO:stsci.skypac.utils: * Image: hst_10092_0x_acs_wfc_f814w_j8xi0xs0_flc.fits
* Image: hst_10092_0x_acs_wfc_f814w_j8xi0xs0_flc.fits
INFO:stsci.skypac.utils: EXT = 'SCI',1
EXT = 'SCI',1
INFO:stsci.skypac.utils: Data units type: COUNTS
Data units type: COUNTS
INFO:stsci.skypac.utils: EXPTIME: 507.0 [s]
EXPTIME: 507.0 [s]
INFO:stsci.skypac.utils: Conversion factor (data->brightness): 0.7889546351084812
Conversion factor (data->brightness): 0.7889546351084812
INFO:stsci.skypac.utils: EXT = 'SCI',2
EXT = 'SCI',2
INFO:stsci.skypac.utils: Data units type: COUNTS
Data units type: COUNTS
INFO:stsci.skypac.utils: EXPTIME: 507.0 [s]
EXPTIME: 507.0 [s]
INFO:stsci.skypac.utils: Conversion factor (data->brightness): 0.7889546351084812
Conversion factor (data->brightness): 0.7889546351084812
INFO:stsci.skypac.utils:
INFO:stsci.skypac.utils: * Image: hst_10092_0x_acs_wfc_f814w_j8xi0xs3_flc.fits
* Image: hst_10092_0x_acs_wfc_f814w_j8xi0xs3_flc.fits
INFO:stsci.skypac.utils: EXT = 'SCI',1
EXT = 'SCI',1
INFO:stsci.skypac.utils: Data units type: COUNTS
Data units type: COUNTS
INFO:stsci.skypac.utils: EXPTIME: 507.0 [s]
EXPTIME: 507.0 [s]
INFO:stsci.skypac.utils: Conversion factor (data->brightness): 0.7889546351084812
Conversion factor (data->brightness): 0.7889546351084812
INFO:stsci.skypac.utils: EXT = 'SCI',2
EXT = 'SCI',2
INFO:stsci.skypac.utils: Data units type: COUNTS
Data units type: COUNTS
INFO:stsci.skypac.utils: EXPTIME: 507.0 [s]
EXPTIME: 507.0 [s]
INFO:stsci.skypac.utils: Conversion factor (data->brightness): 0.7889546351084812
Conversion factor (data->brightness): 0.7889546351084812
INFO:stsci.skypac.utils:
INFO:stsci.skypac.utils: * Image: hst_10092_0x_acs_wfc_f814w_j8xi0xs6_flc.fits
* Image: hst_10092_0x_acs_wfc_f814w_j8xi0xs6_flc.fits
INFO:stsci.skypac.utils: EXT = 'SCI',1
EXT = 'SCI',1
INFO:stsci.skypac.utils: Data units type: COUNTS
Data units type: COUNTS
INFO:stsci.skypac.utils: EXPTIME: 507.0 [s]
EXPTIME: 507.0 [s]
INFO:stsci.skypac.utils: Conversion factor (data->brightness): 0.7889546351084812
Conversion factor (data->brightness): 0.7889546351084812
INFO:stsci.skypac.utils: EXT = 'SCI',2
EXT = 'SCI',2
INFO:stsci.skypac.utils: Data units type: COUNTS
Data units type: COUNTS
INFO:stsci.skypac.utils: EXPTIME: 507.0 [s]
EXPTIME: 507.0 [s]
INFO:stsci.skypac.utils: Conversion factor (data->brightness): 0.7889546351084812
Conversion factor (data->brightness): 0.7889546351084812
INFO:stsci.skypac.utils:
INFO:stsci.skypac.utils: * Image: hst_10092_0x_acs_wfc_f814w_j8xi0xsa_flc.fits
* Image: hst_10092_0x_acs_wfc_f814w_j8xi0xsa_flc.fits
INFO:stsci.skypac.utils: EXT = 'SCI',1
EXT = 'SCI',1
INFO:stsci.skypac.utils: Data units type: COUNTS
Data units type: COUNTS
INFO:stsci.skypac.utils: EXPTIME: 507.0 [s]
EXPTIME: 507.0 [s]
INFO:stsci.skypac.utils: Conversion factor (data->brightness): 0.7889546351084812
Conversion factor (data->brightness): 0.7889546351084812
INFO:stsci.skypac.utils: EXT = 'SCI',2
EXT = 'SCI',2
INFO:stsci.skypac.utils: Data units type: COUNTS
Data units type: COUNTS
INFO:stsci.skypac.utils: EXPTIME: 507.0 [s]
EXPTIME: 507.0 [s]
INFO:stsci.skypac.utils: Conversion factor (data->brightness): 0.7889546351084812
Conversion factor (data->brightness): 0.7889546351084812
INFO:stsci.skypac.utils:
INFO:stsci.skypac.utils: * Image: j8xi0xs0q_flc.fits
* Image: j8xi0xs0q_flc.fits
INFO:stsci.skypac.utils: EXT = 'SCI',1
EXT = 'SCI',1
INFO:stsci.skypac.utils: Data units type: COUNTS
Data units type: COUNTS
INFO:stsci.skypac.utils: EXPTIME: 507.0 [s]
EXPTIME: 507.0 [s]
INFO:stsci.skypac.utils: Conversion factor (data->brightness): 0.7889546351084812
Conversion factor (data->brightness): 0.7889546351084812
INFO:stsci.skypac.utils: EXT = 'SCI',2
EXT = 'SCI',2
INFO:stsci.skypac.utils: Data units type: COUNTS
Data units type: COUNTS
INFO:stsci.skypac.utils: EXPTIME: 507.0 [s]
EXPTIME: 507.0 [s]
INFO:stsci.skypac.utils: Conversion factor (data->brightness): 0.7889546351084812
Conversion factor (data->brightness): 0.7889546351084812
INFO:stsci.skypac.utils:
INFO:stsci.skypac.utils: * Image: j8xi0xs3q_flc.fits
* Image: j8xi0xs3q_flc.fits
INFO:stsci.skypac.utils: EXT = 'SCI',1
EXT = 'SCI',1
INFO:stsci.skypac.utils: Data units type: COUNTS
Data units type: COUNTS
INFO:stsci.skypac.utils: EXPTIME: 507.0 [s]
EXPTIME: 507.0 [s]
INFO:stsci.skypac.utils: Conversion factor (data->brightness): 0.7889546351084812
Conversion factor (data->brightness): 0.7889546351084812
INFO:stsci.skypac.utils: EXT = 'SCI',2
EXT = 'SCI',2
INFO:stsci.skypac.utils: Data units type: COUNTS
Data units type: COUNTS
INFO:stsci.skypac.utils: EXPTIME: 507.0 [s]
EXPTIME: 507.0 [s]
INFO:stsci.skypac.utils: Conversion factor (data->brightness): 0.7889546351084812
Conversion factor (data->brightness): 0.7889546351084812
INFO:stsci.skypac.utils:
INFO:stsci.skypac.utils: * Image: j8xi0xs6q_flc.fits
* Image: j8xi0xs6q_flc.fits
INFO:stsci.skypac.utils: EXT = 'SCI',1
EXT = 'SCI',1
INFO:stsci.skypac.utils: Data units type: COUNTS
Data units type: COUNTS
INFO:stsci.skypac.utils: EXPTIME: 507.0 [s]
EXPTIME: 507.0 [s]
INFO:stsci.skypac.utils: Conversion factor (data->brightness): 0.7889546351084812
Conversion factor (data->brightness): 0.7889546351084812
INFO:stsci.skypac.utils: EXT = 'SCI',2
EXT = 'SCI',2
INFO:stsci.skypac.utils: Data units type: COUNTS
Data units type: COUNTS
INFO:stsci.skypac.utils: EXPTIME: 507.0 [s]
EXPTIME: 507.0 [s]
INFO:stsci.skypac.utils: Conversion factor (data->brightness): 0.7889546351084812
Conversion factor (data->brightness): 0.7889546351084812
INFO:stsci.skypac.utils:
INFO:stsci.skypac.utils: * Image: j8xi0xsaq_flc.fits
* Image: j8xi0xsaq_flc.fits
INFO:stsci.skypac.utils: EXT = 'SCI',1
EXT = 'SCI',1
INFO:stsci.skypac.utils: Data units type: COUNTS
Data units type: COUNTS
INFO:stsci.skypac.utils: EXPTIME: 507.0 [s]
EXPTIME: 507.0 [s]
INFO:stsci.skypac.utils: Conversion factor (data->brightness): 0.7889546351084812
Conversion factor (data->brightness): 0.7889546351084812
INFO:stsci.skypac.utils: EXT = 'SCI',2
EXT = 'SCI',2
INFO:stsci.skypac.utils: Data units type: COUNTS
Data units type: COUNTS
INFO:stsci.skypac.utils: EXPTIME: 507.0 [s]
EXPTIME: 507.0 [s]
INFO:stsci.skypac.utils: Conversion factor (data->brightness): 0.7889546351084812
Conversion factor (data->brightness): 0.7889546351084812
INFO:stsci.skypac.utils:
INFO:stsci.skypac.utils:
INFO:stsci.skypac.utils:----- Computing sky values requested image extensions (detector chips): -----
----- Computing sky values requested image extensions (detector chips): -----
INFO:stsci.skypac.utils:
INFO:stsci.skypac.utils: * Image: 'hst_10092_0x_acs_wfc_f814w_j8xi0xs0_flc.fits['SCI',1,2]' -- SKY = 44.30999454897066 (brightness units)
* Image: 'hst_10092_0x_acs_wfc_f814w_j8xi0xs0_flc.fits['SCI',1,2]' -- SKY = 44.30999454897066 (brightness units)
INFO:stsci.skypac.utils: Sky change (data units):
Sky change (data units):
INFO:stsci.skypac.utils: - EXT = 'SCI',1 delta(MDRIZSKY) = 56.1629 NEW MDRIZSKY = 56.1629
- EXT = 'SCI',1 delta(MDRIZSKY) = 56.1629 NEW MDRIZSKY = 56.1629
INFO:stsci.skypac.utils: - EXT = 'SCI',2 delta(MDRIZSKY) = 56.1629 NEW MDRIZSKY = 56.1629
- EXT = 'SCI',2 delta(MDRIZSKY) = 56.1629 NEW MDRIZSKY = 56.1629
INFO:stsci.skypac.utils: * Image: 'hst_10092_0x_acs_wfc_f814w_j8xi0xs3_flc.fits['SCI',1,2]' -- SKY = 40.504708374745746 (brightness units)
* Image: 'hst_10092_0x_acs_wfc_f814w_j8xi0xs3_flc.fits['SCI',1,2]' -- SKY = 40.504708374745746 (brightness units)
INFO:stsci.skypac.utils: Sky change (data units):
Sky change (data units):
INFO:stsci.skypac.utils: - EXT = 'SCI',1 delta(MDRIZSKY) = 51.3397 NEW MDRIZSKY = 51.3397
- EXT = 'SCI',1 delta(MDRIZSKY) = 51.3397 NEW MDRIZSKY = 51.3397
INFO:stsci.skypac.utils: - EXT = 'SCI',2 delta(MDRIZSKY) = 51.3397 NEW MDRIZSKY = 51.3397
- EXT = 'SCI',2 delta(MDRIZSKY) = 51.3397 NEW MDRIZSKY = 51.3397
INFO:stsci.skypac.utils: * Image: 'hst_10092_0x_acs_wfc_f814w_j8xi0xs6_flc.fits['SCI',1,2]' -- SKY = 40.63920241135817 (brightness units)
* Image: 'hst_10092_0x_acs_wfc_f814w_j8xi0xs6_flc.fits['SCI',1,2]' -- SKY = 40.63920241135817 (brightness units)
INFO:stsci.skypac.utils: Sky change (data units):
Sky change (data units):
INFO:stsci.skypac.utils: - EXT = 'SCI',1 delta(MDRIZSKY) = 51.5102 NEW MDRIZSKY = 51.5102
- EXT = 'SCI',1 delta(MDRIZSKY) = 51.5102 NEW MDRIZSKY = 51.5102
INFO:stsci.skypac.utils: - EXT = 'SCI',2 delta(MDRIZSKY) = 51.5102 NEW MDRIZSKY = 51.5102
- EXT = 'SCI',2 delta(MDRIZSKY) = 51.5102 NEW MDRIZSKY = 51.5102
INFO:stsci.skypac.utils: * Image: 'hst_10092_0x_acs_wfc_f814w_j8xi0xsa_flc.fits['SCI',1,2]' -- SKY = 40.16599034416605 (brightness units)
* Image: 'hst_10092_0x_acs_wfc_f814w_j8xi0xsa_flc.fits['SCI',1,2]' -- SKY = 40.16599034416605 (brightness units)
INFO:stsci.skypac.utils: Sky change (data units):
Sky change (data units):
INFO:stsci.skypac.utils: - EXT = 'SCI',1 delta(MDRIZSKY) = 50.9104 NEW MDRIZSKY = 50.9104
- EXT = 'SCI',1 delta(MDRIZSKY) = 50.9104 NEW MDRIZSKY = 50.9104
INFO:stsci.skypac.utils: - EXT = 'SCI',2 delta(MDRIZSKY) = 50.9104 NEW MDRIZSKY = 50.9104
- EXT = 'SCI',2 delta(MDRIZSKY) = 50.9104 NEW MDRIZSKY = 50.9104
INFO:stsci.skypac.utils: * Image: 'j8xi0xs0q_flc.fits['SCI',1,2]' -- SKY = 44.30999454897066 (brightness units)
* Image: 'j8xi0xs0q_flc.fits['SCI',1,2]' -- SKY = 44.30999454897066 (brightness units)
INFO:stsci.skypac.utils: Sky change (data units):
Sky change (data units):
INFO:stsci.skypac.utils: - EXT = 'SCI',1 delta(MDRIZSKY) = 56.1629 NEW MDRIZSKY = 56.1629
- EXT = 'SCI',1 delta(MDRIZSKY) = 56.1629 NEW MDRIZSKY = 56.1629
INFO:stsci.skypac.utils: - EXT = 'SCI',2 delta(MDRIZSKY) = 56.1629 NEW MDRIZSKY = 56.1629
- EXT = 'SCI',2 delta(MDRIZSKY) = 56.1629 NEW MDRIZSKY = 56.1629
INFO:stsci.skypac.utils: * Image: 'j8xi0xs3q_flc.fits['SCI',1,2]' -- SKY = 40.504708374745746 (brightness units)
* Image: 'j8xi0xs3q_flc.fits['SCI',1,2]' -- SKY = 40.504708374745746 (brightness units)
INFO:stsci.skypac.utils: Sky change (data units):
Sky change (data units):
INFO:stsci.skypac.utils: - EXT = 'SCI',1 delta(MDRIZSKY) = 51.3397 NEW MDRIZSKY = 51.3397
- EXT = 'SCI',1 delta(MDRIZSKY) = 51.3397 NEW MDRIZSKY = 51.3397
INFO:stsci.skypac.utils: - EXT = 'SCI',2 delta(MDRIZSKY) = 51.3397 NEW MDRIZSKY = 51.3397
- EXT = 'SCI',2 delta(MDRIZSKY) = 51.3397 NEW MDRIZSKY = 51.3397
INFO:stsci.skypac.utils: * Image: 'j8xi0xs6q_flc.fits['SCI',1,2]' -- SKY = 40.63920241135817 (brightness units)
* Image: 'j8xi0xs6q_flc.fits['SCI',1,2]' -- SKY = 40.63920241135817 (brightness units)
INFO:stsci.skypac.utils: Sky change (data units):
Sky change (data units):
INFO:stsci.skypac.utils: - EXT = 'SCI',1 delta(MDRIZSKY) = 51.5102 NEW MDRIZSKY = 51.5102
- EXT = 'SCI',1 delta(MDRIZSKY) = 51.5102 NEW MDRIZSKY = 51.5102
INFO:stsci.skypac.utils: - EXT = 'SCI',2 delta(MDRIZSKY) = 51.5102 NEW MDRIZSKY = 51.5102
- EXT = 'SCI',2 delta(MDRIZSKY) = 51.5102 NEW MDRIZSKY = 51.5102
INFO:stsci.skypac.utils: * Image: 'j8xi0xsaq_flc.fits['SCI',1,2]' -- SKY = 40.16599034416605 (brightness units)
* Image: 'j8xi0xsaq_flc.fits['SCI',1,2]' -- SKY = 40.16599034416605 (brightness units)
INFO:stsci.skypac.utils: Sky change (data units):
Sky change (data units):
INFO:stsci.skypac.utils: - EXT = 'SCI',1 delta(MDRIZSKY) = 50.9104 NEW MDRIZSKY = 50.9104
- EXT = 'SCI',1 delta(MDRIZSKY) = 50.9104 NEW MDRIZSKY = 50.9104
INFO:stsci.skypac.utils: - EXT = 'SCI',2 delta(MDRIZSKY) = 50.9104 NEW MDRIZSKY = 50.9104
- EXT = 'SCI',2 delta(MDRIZSKY) = 50.9104 NEW MDRIZSKY = 50.9104
INFO:stsci.skypac.utils:***** skymatch ended on 2024-04-19 16:54:09.114478
***** skymatch ended on 2024-04-19 16:54:09.114478
INFO:stsci.skypac.utils:TOTAL RUN TIME: 0:00:04.706002
TOTAL RUN TIME: 0:00:04.706002
INFO:drizzlepac.util:==== Processing Step Subtract Sky finished at 16:54:09.36 (19/04/2024)
==== Processing Step Subtract Sky finished at 16:54:09.36 (19/04/2024)
INFO:drizzlepac.util:==== Processing Step Separate Drizzle started at 16:54:09.36 (19/04/2024)
==== Processing Step Separate Drizzle started at 16:54:09.36 (19/04/2024)
INFO:drizzlepac.util:
INFO:drizzlepac.adrizzle:Interpreted paramDict with single=True as:
{'build': False, 'stepsize': 10, 'coeffs': True, 'wcskey': '', 'kernel': 'turbo', 'wt_scl': 'exptime', 'pixfrac': 1.0, 'fillval': None, 'bits': 336, 'compress': False, 'units': 'cps'}
INFO:drizzlepac.adrizzle:USER INPUT PARAMETERS for Separate Drizzle Step:
INFO:drizzlepac.adrizzle: bits : 336
INFO:drizzlepac.adrizzle: build : False
INFO:drizzlepac.adrizzle: clean : True
INFO:drizzlepac.adrizzle: coeffs : True
INFO:drizzlepac.adrizzle: compress : False
INFO:drizzlepac.adrizzle: crbit : None
INFO:drizzlepac.adrizzle: fillval : None
INFO:drizzlepac.adrizzle: kernel : turbo
INFO:drizzlepac.adrizzle: num_cores : None
INFO:drizzlepac.adrizzle: pixfrac : 1.0
INFO:drizzlepac.adrizzle: proc_unit : electrons
INFO:drizzlepac.adrizzle: rules_file : None
INFO:drizzlepac.adrizzle: stepsize : 10
INFO:drizzlepac.adrizzle: units : cps
INFO:drizzlepac.adrizzle: wcskey :
INFO:drizzlepac.adrizzle: wht_type : None
INFO:drizzlepac.adrizzle: wt_scl : exptime
INFO:drizzlepac.adrizzle: **Using sub-sampling value of 10 for kernel turbo
INFO:drizzlepac.adrizzle:Running Drizzle to create output frame with WCS of:
INFO:astropy.wcs.wcs:WCS Keywords
WCS Keywords
INFO:astropy.wcs.wcs:
INFO:astropy.wcs.wcs:Number of WCS axes: 2
Number of WCS axes: 2
INFO:astropy.wcs.wcs:CTYPE : 'RA---TAN' 'DEC--TAN'
CTYPE : 'RA---TAN' 'DEC--TAN'
INFO:astropy.wcs.wcs:CRVAL : 150.2020594287174 2.6769772592333116
CRVAL : 150.2020594287174 2.6769772592333116
INFO:astropy.wcs.wcs:CRPIX : 2111.5 2210.0
CRPIX : 2111.5 2210.0
INFO:astropy.wcs.wcs:CD1_1 CD1_2 : 2.411610733908945e-06 1.3677915346864685e-05
CD1_1 CD1_2 : 2.411610733908945e-06 1.3677915346864685e-05
INFO:astropy.wcs.wcs:CD2_1 CD2_2 : 1.3677915346864685e-05 -2.411610733908945e-06
CD2_1 CD2_2 : 1.3677915346864685e-05 -2.411610733908945e-06
INFO:astropy.wcs.wcs:NAXIS : 4223 4420
NAXIS : 4223 4420
INFO:drizzlepac.adrizzle:Executing 4 parallel workers
INFO:drizzlepac.adrizzle:-Drizzle input: hst_10092_0x_acs_wfc_f814w_j8xi0xs0_flc.fits[sci,1]
INFO:drizzlepac.adrizzle:-Drizzle input: hst_10092_0x_acs_wfc_f814w_j8xi0xs3_flc.fits[sci,1]
INFO:drizzlepac.adrizzle:-Drizzle input: hst_10092_0x_acs_wfc_f814w_j8xi0xs6_flc.fits[sci,1]
INFO:drizzlepac.adrizzle:-Drizzle input: hst_10092_0x_acs_wfc_f814w_j8xi0xsa_flc.fits[sci,1]
INFO:drizzlepac.adrizzle:Applying sky value of 56.162918 to hst_10092_0x_acs_wfc_f814w_j8xi0xs0_flc.fits[sci,1]
INFO:drizzlepac.adrizzle:Applying sky value of 51.339718 to hst_10092_0x_acs_wfc_f814w_j8xi0xs3_flc.fits[sci,1]
INFO:drizzlepac.adrizzle:Applying sky value of 51.510189 to hst_10092_0x_acs_wfc_f814w_j8xi0xs6_flc.fits[sci,1]
INFO:drizzlepac.adrizzle:Applying sky value of 50.910393 to hst_10092_0x_acs_wfc_f814w_j8xi0xsa_flc.fits[sci,1]
INFO:drizzlepac.adrizzle:Using WCSLIB-based coordinate transformation...
INFO:drizzlepac.adrizzle:stepsize = 10
INFO:drizzlepac.adrizzle:Using WCSLIB-based coordinate transformation...
INFO:drizzlepac.adrizzle:stepsize = 10
INFO:drizzlepac.adrizzle:Using WCSLIB-based coordinate transformation...
INFO:drizzlepac.adrizzle:stepsize = 10
INFO:drizzlepac.adrizzle:Using WCSLIB-based coordinate transformation...
INFO:drizzlepac.adrizzle:stepsize = 10
INFO:drizzlepac.cdriz:-Drizzling using kernel = turbo
INFO:drizzlepac.cdriz:-Drizzling using kernel = turbo
INFO:drizzlepac.cdriz:-Drizzling using kernel = turbo
INFO:drizzlepac.cdriz:-Drizzling using kernel = turbo
INFO:drizzlepac.adrizzle:-Drizzle input: hst_10092_0x_acs_wfc_f814w_j8xi0xs0_flc.fits[sci,2]
INFO:drizzlepac.adrizzle:-Drizzle input: hst_10092_0x_acs_wfc_f814w_j8xi0xs3_flc.fits[sci,2]
INFO:drizzlepac.adrizzle:-Drizzle input: hst_10092_0x_acs_wfc_f814w_j8xi0xs6_flc.fits[sci,2]
INFO:drizzlepac.adrizzle:-Drizzle input: hst_10092_0x_acs_wfc_f814w_j8xi0xsa_flc.fits[sci,2]
INFO:drizzlepac.adrizzle:Applying sky value of 56.162918 to hst_10092_0x_acs_wfc_f814w_j8xi0xs0_flc.fits[sci,2]
INFO:drizzlepac.adrizzle:Applying sky value of 51.339718 to hst_10092_0x_acs_wfc_f814w_j8xi0xs3_flc.fits[sci,2]
INFO:drizzlepac.adrizzle:Applying sky value of 51.510189 to hst_10092_0x_acs_wfc_f814w_j8xi0xs6_flc.fits[sci,2]
INFO:drizzlepac.adrizzle:Applying sky value of 50.910393 to hst_10092_0x_acs_wfc_f814w_j8xi0xsa_flc.fits[sci,2]
INFO:drizzlepac.adrizzle:Using WCSLIB-based coordinate transformation...
INFO:drizzlepac.adrizzle:Using WCSLIB-based coordinate transformation...
INFO:drizzlepac.adrizzle:stepsize = 10
INFO:drizzlepac.adrizzle:stepsize = 10
INFO:drizzlepac.adrizzle:Using WCSLIB-based coordinate transformation...
INFO:drizzlepac.adrizzle:stepsize = 10
INFO:drizzlepac.cdriz:-Drizzling using kernel = turbo
INFO:drizzlepac.cdriz:-Drizzling using kernel = turbo
INFO:drizzlepac.adrizzle:Using WCSLIB-based coordinate transformation...
INFO:drizzlepac.adrizzle:stepsize = 10
INFO:drizzlepac.cdriz:-Drizzling using kernel = turbo
INFO:drizzlepac.cdriz:-Drizzling using kernel = turbo
INFO:drizzlepac.outputimage:-Generating simple FITS output: hst_10092_0x_acs_wfc_f814w_j8xi0xs0_single_sci.fits
-Generating simple FITS output: hst_10092_0x_acs_wfc_f814w_j8xi0xs0_single_sci.fits
INFO:drizzlepac.outputimage:-Generating simple FITS output: hst_10092_0x_acs_wfc_f814w_j8xi0xs3_single_sci.fits
-Generating simple FITS output: hst_10092_0x_acs_wfc_f814w_j8xi0xs3_single_sci.fits
INFO:drizzlepac.outputimage:-Generating simple FITS output: hst_10092_0x_acs_wfc_f814w_j8xi0xs6_single_sci.fits
-Generating simple FITS output: hst_10092_0x_acs_wfc_f814w_j8xi0xs6_single_sci.fits
WARNING:py.warnings:/opt/hostedtoolcache/Python/3.11.9/x64/lib/python3.11/site-packages/astropy/io/fits/card.py:1038: VerifyWarning: Card is too long, comment will be truncated.
warnings.warn(
WARNING:py.warnings:/opt/hostedtoolcache/Python/3.11.9/x64/lib/python3.11/site-packages/astropy/io/fits/card.py:1038: VerifyWarning: Card is too long, comment will be truncated.
warnings.warn(
WARNING:py.warnings:/opt/hostedtoolcache/Python/3.11.9/x64/lib/python3.11/site-packages/astropy/io/fits/card.py:1038: VerifyWarning: Card is too long, comment will be truncated.
warnings.warn(
INFO:drizzlepac.outputimage:-Generating simple FITS output: hst_10092_0x_acs_wfc_f814w_j8xi0xsa_single_sci.fits
-Generating simple FITS output: hst_10092_0x_acs_wfc_f814w_j8xi0xsa_single_sci.fits
WARNING:py.warnings:/opt/hostedtoolcache/Python/3.11.9/x64/lib/python3.11/site-packages/astropy/io/fits/card.py:1038: VerifyWarning: Card is too long, comment will be truncated.
warnings.warn(
INFO:drizzlepac.outputimage:Writing out image to disk: hst_10092_0x_acs_wfc_f814w_j8xi0xs0_single_sci.fits
Writing out image to disk: hst_10092_0x_acs_wfc_f814w_j8xi0xs0_single_sci.fits
INFO:drizzlepac.outputimage:Writing out image to disk: hst_10092_0x_acs_wfc_f814w_j8xi0xs3_single_sci.fits
Writing out image to disk: hst_10092_0x_acs_wfc_f814w_j8xi0xs3_single_sci.fits
INFO:drizzlepac.outputimage:Writing out image to disk: hst_10092_0x_acs_wfc_f814w_j8xi0xs6_single_sci.fits
Writing out image to disk: hst_10092_0x_acs_wfc_f814w_j8xi0xs6_single_sci.fits
INFO:drizzlepac.outputimage:Writing out image to disk: hst_10092_0x_acs_wfc_f814w_j8xi0xsa_single_sci.fits
Writing out image to disk: hst_10092_0x_acs_wfc_f814w_j8xi0xsa_single_sci.fits
INFO:drizzlepac.outputimage:Writing out image to disk: hst_10092_0x_acs_wfc_f814w_j8xi0xs0_single_wht.fits
Writing out image to disk: hst_10092_0x_acs_wfc_f814w_j8xi0xs0_single_wht.fits
INFO:drizzlepac.outputimage:Writing out image to disk: hst_10092_0x_acs_wfc_f814w_j8xi0xs3_single_wht.fits
Writing out image to disk: hst_10092_0x_acs_wfc_f814w_j8xi0xs3_single_wht.fits
INFO:drizzlepac.outputimage:Writing out image to disk: hst_10092_0x_acs_wfc_f814w_j8xi0xs6_single_wht.fits
Writing out image to disk: hst_10092_0x_acs_wfc_f814w_j8xi0xs6_single_wht.fits
INFO:drizzlepac.outputimage:Writing out image to disk: hst_10092_0x_acs_wfc_f814w_j8xi0xsa_single_wht.fits
Writing out image to disk: hst_10092_0x_acs_wfc_f814w_j8xi0xsa_single_wht.fits
INFO:drizzlepac.adrizzle:-Drizzle input: j8xi0xs0q_flc.fits[sci,1]
INFO:drizzlepac.adrizzle:-Drizzle input: j8xi0xs3q_flc.fits[sci,1]
INFO:drizzlepac.adrizzle:-Drizzle input: j8xi0xsaq_flc.fits[sci,1]
INFO:drizzlepac.adrizzle:-Drizzle input: j8xi0xs6q_flc.fits[sci,1]
INFO:drizzlepac.adrizzle:Applying sky value of 56.162918 to j8xi0xs0q_flc.fits[sci,1]
INFO:drizzlepac.adrizzle:Applying sky value of 50.910393 to j8xi0xsaq_flc.fits[sci,1]
INFO:drizzlepac.adrizzle:Applying sky value of 51.339718 to j8xi0xs3q_flc.fits[sci,1]
INFO:drizzlepac.adrizzle:Applying sky value of 51.510189 to j8xi0xs6q_flc.fits[sci,1]
INFO:drizzlepac.adrizzle:Using WCSLIB-based coordinate transformation...
INFO:drizzlepac.adrizzle:stepsize = 10
INFO:drizzlepac.adrizzle:Using WCSLIB-based coordinate transformation...
INFO:drizzlepac.adrizzle:Using WCSLIB-based coordinate transformation...
INFO:drizzlepac.adrizzle:stepsize = 10
INFO:drizzlepac.adrizzle:stepsize = 10
INFO:drizzlepac.adrizzle:Using WCSLIB-based coordinate transformation...
INFO:drizzlepac.adrizzle:stepsize = 10
INFO:drizzlepac.cdriz:-Drizzling using kernel = turbo
INFO:drizzlepac.cdriz:-Drizzling using kernel = turbo
INFO:drizzlepac.cdriz:-Drizzling using kernel = turbo
INFO:drizzlepac.cdriz:-Drizzling using kernel = turbo
INFO:drizzlepac.adrizzle:-Drizzle input: j8xi0xs0q_flc.fits[sci,2]
INFO:drizzlepac.adrizzle:-Drizzle input: j8xi0xs6q_flc.fits[sci,2]
INFO:drizzlepac.adrizzle:-Drizzle input: j8xi0xsaq_flc.fits[sci,2]
INFO:drizzlepac.adrizzle:-Drizzle input: j8xi0xs3q_flc.fits[sci,2]
INFO:drizzlepac.adrizzle:Applying sky value of 56.162918 to j8xi0xs0q_flc.fits[sci,2]
INFO:drizzlepac.adrizzle:Applying sky value of 50.910393 to j8xi0xsaq_flc.fits[sci,2]
INFO:drizzlepac.adrizzle:Applying sky value of 51.510189 to j8xi0xs6q_flc.fits[sci,2]
INFO:drizzlepac.adrizzle:Applying sky value of 51.339718 to j8xi0xs3q_flc.fits[sci,2]
INFO:drizzlepac.adrizzle:Using WCSLIB-based coordinate transformation...
INFO:drizzlepac.adrizzle:stepsize = 10
INFO:drizzlepac.adrizzle:Using WCSLIB-based coordinate transformation...
INFO:drizzlepac.adrizzle:stepsize = 10
INFO:drizzlepac.adrizzle:Using WCSLIB-based coordinate transformation...
INFO:drizzlepac.adrizzle:stepsize = 10
INFO:drizzlepac.adrizzle:Using WCSLIB-based coordinate transformation...
INFO:drizzlepac.adrizzle:stepsize = 10
INFO:drizzlepac.cdriz:-Drizzling using kernel = turbo
INFO:drizzlepac.cdriz:-Drizzling using kernel = turbo
INFO:drizzlepac.cdriz:-Drizzling using kernel = turbo
INFO:drizzlepac.cdriz:-Drizzling using kernel = turbo
INFO:drizzlepac.outputimage:-Generating simple FITS output: j8xi0xs0q_single_sci.fits
-Generating simple FITS output: j8xi0xs0q_single_sci.fits
INFO:drizzlepac.outputimage:-Generating simple FITS output: j8xi0xsaq_single_sci.fits
WARNING:py.warnings:/opt/hostedtoolcache/Python/3.11.9/x64/lib/python3.11/site-packages/astropy/io/fits/card.py:1038: VerifyWarning: Card is too long, comment will be truncated.
warnings.warn(
-Generating simple FITS output: j8xi0xsaq_single_sci.fits
INFO:drizzlepac.outputimage:-Generating simple FITS output: j8xi0xs6q_single_sci.fits
-Generating simple FITS output: j8xi0xs6q_single_sci.fits
INFO:drizzlepac.outputimage:-Generating simple FITS output: j8xi0xs3q_single_sci.fits
-Generating simple FITS output: j8xi0xs3q_single_sci.fits
WARNING:py.warnings:/opt/hostedtoolcache/Python/3.11.9/x64/lib/python3.11/site-packages/astropy/io/fits/card.py:1038: VerifyWarning: Card is too long, comment will be truncated.
warnings.warn(
WARNING:py.warnings:/opt/hostedtoolcache/Python/3.11.9/x64/lib/python3.11/site-packages/astropy/io/fits/card.py:1038: VerifyWarning: Card is too long, comment will be truncated.
warnings.warn(
WARNING:py.warnings:/opt/hostedtoolcache/Python/3.11.9/x64/lib/python3.11/site-packages/astropy/io/fits/card.py:1038: VerifyWarning: Card is too long, comment will be truncated.
warnings.warn(
INFO:drizzlepac.outputimage:Writing out image to disk: j8xi0xs0q_single_sci.fits
Writing out image to disk: j8xi0xs0q_single_sci.fits
INFO:drizzlepac.outputimage:Writing out image to disk: j8xi0xsaq_single_sci.fits
Writing out image to disk: j8xi0xsaq_single_sci.fits
INFO:drizzlepac.outputimage:Writing out image to disk: j8xi0xs6q_single_sci.fits
INFO:drizzlepac.outputimage:Writing out image to disk: j8xi0xs3q_single_sci.fits
Writing out image to disk: j8xi0xs6q_single_sci.fits
Writing out image to disk: j8xi0xs3q_single_sci.fits
INFO:drizzlepac.outputimage:Writing out image to disk: j8xi0xs0q_single_wht.fits
Writing out image to disk: j8xi0xs0q_single_wht.fits
INFO:drizzlepac.outputimage:Writing out image to disk: j8xi0xsaq_single_wht.fits
Writing out image to disk: j8xi0xsaq_single_wht.fits
INFO:drizzlepac.outputimage:Writing out image to disk: j8xi0xs6q_single_wht.fits
Writing out image to disk: j8xi0xs6q_single_wht.fits
INFO:drizzlepac.outputimage:Writing out image to disk: j8xi0xs3q_single_wht.fits
Writing out image to disk: j8xi0xs3q_single_wht.fits
INFO:drizzlepac.util:==== Processing Step Separate Drizzle finished at 16:54:14.846 (19/04/2024)
==== Processing Step Separate Drizzle finished at 16:54:14.846 (19/04/2024)
INFO:drizzlepac.util:==== Processing Step Create Median started at 16:54:14.848 (19/04/2024)
==== Processing Step Create Median started at 16:54:14.848 (19/04/2024)
INFO:drizzlepac.util:
INFO:drizzlepac.createMedian:USER INPUT PARAMETERS for Create Median Step:
INFO:drizzlepac.createMedian: combine_bufsize : None
INFO:drizzlepac.createMedian: combine_grow : 1
INFO:drizzlepac.createMedian: combine_hthresh : None
INFO:drizzlepac.createMedian: combine_lthresh : None
INFO:drizzlepac.createMedian: combine_maskpt : 0.3
INFO:drizzlepac.createMedian: combine_nhigh : 0
INFO:drizzlepac.createMedian: combine_nlow : 0
INFO:drizzlepac.createMedian: combine_nsigma : 4 3
INFO:drizzlepac.createMedian: combine_type : median
INFO:drizzlepac.createMedian: compress : False
INFO:drizzlepac.createMedian: median : True
INFO:drizzlepac.createMedian: median_newmasks : True
INFO:drizzlepac.createMedian: proc_unit : native
INFO:drizzlepac.createMedian:reference sky value for image 'hst_10092_0x_acs_wfc_f814w_j8xi0xs0_flc.fits' is 56.16291809082031
reference sky value for image 'hst_10092_0x_acs_wfc_f814w_j8xi0xs0_flc.fits' is 56.16291809082031
INFO:drizzlepac.createMedian:reference sky value for image 'hst_10092_0x_acs_wfc_f814w_j8xi0xs3_flc.fits' is 51.33971786499024
reference sky value for image 'hst_10092_0x_acs_wfc_f814w_j8xi0xs3_flc.fits' is 51.33971786499024
INFO:drizzlepac.createMedian:reference sky value for image 'hst_10092_0x_acs_wfc_f814w_j8xi0xs6_flc.fits' is 51.510189056396484
reference sky value for image 'hst_10092_0x_acs_wfc_f814w_j8xi0xs6_flc.fits' is 51.510189056396484
INFO:drizzlepac.createMedian:reference sky value for image 'hst_10092_0x_acs_wfc_f814w_j8xi0xsa_flc.fits' is 50.91039276123047
reference sky value for image 'hst_10092_0x_acs_wfc_f814w_j8xi0xsa_flc.fits' is 50.91039276123047
INFO:drizzlepac.createMedian:reference sky value for image 'j8xi0xs0q_flc.fits' is 56.16291809082031
reference sky value for image 'j8xi0xs0q_flc.fits' is 56.16291809082031
INFO:drizzlepac.createMedian:reference sky value for image 'j8xi0xs3q_flc.fits' is 51.33971786499024
reference sky value for image 'j8xi0xs3q_flc.fits' is 51.33971786499024
INFO:drizzlepac.createMedian:reference sky value for image 'j8xi0xs6q_flc.fits' is 51.510189056396484
reference sky value for image 'j8xi0xs6q_flc.fits' is 51.510189056396484
INFO:drizzlepac.createMedian:reference sky value for image 'j8xi0xsaq_flc.fits' is 50.91039276123047
reference sky value for image 'j8xi0xsaq_flc.fits' is 50.91039276123047
WARNING:py.warnings:/opt/hostedtoolcache/Python/3.11.9/x64/lib/python3.11/site-packages/stsci/image/combine.py:22: RuntimeWarning: invalid value encountered in cast
_combine(arrays, out, nlow, nhigh, badmasks, funcstr)
INFO:drizzlepac.createMedian:Saving output median image to: 'f814w_med.fits'
Saving output median image to: 'f814w_med.fits'
INFO:drizzlepac.util:==== Processing Step Create Median finished at 16:54:19.230 (19/04/2024)
==== Processing Step Create Median finished at 16:54:19.230 (19/04/2024)
INFO:drizzlepac.util:==== Processing Step Blot started at 16:54:19.232 (19/04/2024)
==== Processing Step Blot started at 16:54:19.232 (19/04/2024)
INFO:drizzlepac.util:
INFO:drizzlepac.ablot:USER INPUT PARAMETERS for Blot Step:
INFO:drizzlepac.ablot: blot_addsky : True
INFO:drizzlepac.ablot: blot_interp : poly5
INFO:drizzlepac.ablot: blot_sinscl : 1.0
INFO:drizzlepac.ablot: blot_skyval : 0.0
INFO:drizzlepac.ablot: coeffs : True
INFO:drizzlepac.ablot: Blot: creating blotted image: hst_10092_0x_acs_wfc_f814w_j8xi0xs0_flc.fits[sci,1]
Blot: creating blotted image: hst_10092_0x_acs_wfc_f814w_j8xi0xs0_flc.fits[sci,1]
INFO:drizzlepac.ablot:Using default C-based coordinate transformation...
Using default C-based coordinate transformation...
INFO:drizzlepac.ablot:Applying sky value of 56.162918 to blotted image hst_10092_0x_acs_wfc_f814w_j8xi0xs0_flc.fits[sci,1]
INFO:drizzlepac.outputimage:-Generating simple FITS output: hst_10092_0x_acs_wfc_f814w_j8xi0xs0_sci1_blt.fits
-Generating simple FITS output: hst_10092_0x_acs_wfc_f814w_j8xi0xs0_sci1_blt.fits
INFO:drizzlepac.outputimage:Writing out image to disk: hst_10092_0x_acs_wfc_f814w_j8xi0xs0_sci1_blt.fits
Writing out image to disk: hst_10092_0x_acs_wfc_f814w_j8xi0xs0_sci1_blt.fits
WARNING:py.warnings:/opt/hostedtoolcache/Python/3.11.9/x64/lib/python3.11/site-packages/astropy/io/fits/card.py:1038: VerifyWarning: Card is too long, comment will be truncated.
warnings.warn(
INFO:drizzlepac.ablot: Blot: creating blotted image: hst_10092_0x_acs_wfc_f814w_j8xi0xs0_flc.fits[sci,2]
Blot: creating blotted image: hst_10092_0x_acs_wfc_f814w_j8xi0xs0_flc.fits[sci,2]
INFO:drizzlepac.ablot:Using default C-based coordinate transformation...
Using default C-based coordinate transformation...
INFO:drizzlepac.ablot:Applying sky value of 56.162918 to blotted image hst_10092_0x_acs_wfc_f814w_j8xi0xs0_flc.fits[sci,2]
INFO:drizzlepac.outputimage:-Generating simple FITS output: hst_10092_0x_acs_wfc_f814w_j8xi0xs0_sci2_blt.fits
-Generating simple FITS output: hst_10092_0x_acs_wfc_f814w_j8xi0xs0_sci2_blt.fits
INFO:drizzlepac.outputimage:Writing out image to disk: hst_10092_0x_acs_wfc_f814w_j8xi0xs0_sci2_blt.fits
Writing out image to disk: hst_10092_0x_acs_wfc_f814w_j8xi0xs0_sci2_blt.fits
WARNING:py.warnings:/opt/hostedtoolcache/Python/3.11.9/x64/lib/python3.11/site-packages/astropy/io/fits/card.py:1038: VerifyWarning: Card is too long, comment will be truncated.
warnings.warn(
INFO:drizzlepac.ablot: Blot: creating blotted image: hst_10092_0x_acs_wfc_f814w_j8xi0xs3_flc.fits[sci,1]
Blot: creating blotted image: hst_10092_0x_acs_wfc_f814w_j8xi0xs3_flc.fits[sci,1]
INFO:drizzlepac.ablot:Using default C-based coordinate transformation...
Using default C-based coordinate transformation...
INFO:drizzlepac.ablot:Applying sky value of 51.339718 to blotted image hst_10092_0x_acs_wfc_f814w_j8xi0xs3_flc.fits[sci,1]
INFO:drizzlepac.outputimage:-Generating simple FITS output: hst_10092_0x_acs_wfc_f814w_j8xi0xs3_sci1_blt.fits
-Generating simple FITS output: hst_10092_0x_acs_wfc_f814w_j8xi0xs3_sci1_blt.fits
INFO:drizzlepac.outputimage:Writing out image to disk: hst_10092_0x_acs_wfc_f814w_j8xi0xs3_sci1_blt.fits
Writing out image to disk: hst_10092_0x_acs_wfc_f814w_j8xi0xs3_sci1_blt.fits
WARNING:py.warnings:/opt/hostedtoolcache/Python/3.11.9/x64/lib/python3.11/site-packages/astropy/io/fits/card.py:1038: VerifyWarning: Card is too long, comment will be truncated.
warnings.warn(
INFO:drizzlepac.ablot: Blot: creating blotted image: hst_10092_0x_acs_wfc_f814w_j8xi0xs3_flc.fits[sci,2]
Blot: creating blotted image: hst_10092_0x_acs_wfc_f814w_j8xi0xs3_flc.fits[sci,2]
INFO:drizzlepac.ablot:Using default C-based coordinate transformation...
Using default C-based coordinate transformation...
INFO:drizzlepac.ablot:Applying sky value of 51.339718 to blotted image hst_10092_0x_acs_wfc_f814w_j8xi0xs3_flc.fits[sci,2]
INFO:drizzlepac.outputimage:-Generating simple FITS output: hst_10092_0x_acs_wfc_f814w_j8xi0xs3_sci2_blt.fits
-Generating simple FITS output: hst_10092_0x_acs_wfc_f814w_j8xi0xs3_sci2_blt.fits
INFO:drizzlepac.outputimage:Writing out image to disk: hst_10092_0x_acs_wfc_f814w_j8xi0xs3_sci2_blt.fits
Writing out image to disk: hst_10092_0x_acs_wfc_f814w_j8xi0xs3_sci2_blt.fits
WARNING:py.warnings:/opt/hostedtoolcache/Python/3.11.9/x64/lib/python3.11/site-packages/astropy/io/fits/card.py:1038: VerifyWarning: Card is too long, comment will be truncated.
warnings.warn(
INFO:drizzlepac.ablot: Blot: creating blotted image: hst_10092_0x_acs_wfc_f814w_j8xi0xs6_flc.fits[sci,1]
Blot: creating blotted image: hst_10092_0x_acs_wfc_f814w_j8xi0xs6_flc.fits[sci,1]
INFO:drizzlepac.ablot:Using default C-based coordinate transformation...
Using default C-based coordinate transformation...
INFO:drizzlepac.ablot:Applying sky value of 51.510189 to blotted image hst_10092_0x_acs_wfc_f814w_j8xi0xs6_flc.fits[sci,1]
INFO:drizzlepac.outputimage:-Generating simple FITS output: hst_10092_0x_acs_wfc_f814w_j8xi0xs6_sci1_blt.fits
-Generating simple FITS output: hst_10092_0x_acs_wfc_f814w_j8xi0xs6_sci1_blt.fits
INFO:drizzlepac.outputimage:Writing out image to disk: hst_10092_0x_acs_wfc_f814w_j8xi0xs6_sci1_blt.fits
Writing out image to disk: hst_10092_0x_acs_wfc_f814w_j8xi0xs6_sci1_blt.fits
WARNING:py.warnings:/opt/hostedtoolcache/Python/3.11.9/x64/lib/python3.11/site-packages/astropy/io/fits/card.py:1038: VerifyWarning: Card is too long, comment will be truncated.
warnings.warn(
INFO:drizzlepac.ablot: Blot: creating blotted image: hst_10092_0x_acs_wfc_f814w_j8xi0xs6_flc.fits[sci,2]
Blot: creating blotted image: hst_10092_0x_acs_wfc_f814w_j8xi0xs6_flc.fits[sci,2]
INFO:drizzlepac.ablot:Using default C-based coordinate transformation...
Using default C-based coordinate transformation...
INFO:drizzlepac.ablot:Applying sky value of 51.510189 to blotted image hst_10092_0x_acs_wfc_f814w_j8xi0xs6_flc.fits[sci,2]
INFO:drizzlepac.outputimage:-Generating simple FITS output: hst_10092_0x_acs_wfc_f814w_j8xi0xs6_sci2_blt.fits
-Generating simple FITS output: hst_10092_0x_acs_wfc_f814w_j8xi0xs6_sci2_blt.fits
INFO:drizzlepac.outputimage:Writing out image to disk: hst_10092_0x_acs_wfc_f814w_j8xi0xs6_sci2_blt.fits
Writing out image to disk: hst_10092_0x_acs_wfc_f814w_j8xi0xs6_sci2_blt.fits
WARNING:py.warnings:/opt/hostedtoolcache/Python/3.11.9/x64/lib/python3.11/site-packages/astropy/io/fits/card.py:1038: VerifyWarning: Card is too long, comment will be truncated.
warnings.warn(
INFO:drizzlepac.ablot: Blot: creating blotted image: hst_10092_0x_acs_wfc_f814w_j8xi0xsa_flc.fits[sci,1]
Blot: creating blotted image: hst_10092_0x_acs_wfc_f814w_j8xi0xsa_flc.fits[sci,1]
INFO:drizzlepac.ablot:Using default C-based coordinate transformation...
Using default C-based coordinate transformation...
INFO:drizzlepac.ablot:Applying sky value of 50.910393 to blotted image hst_10092_0x_acs_wfc_f814w_j8xi0xsa_flc.fits[sci,1]
INFO:drizzlepac.outputimage:-Generating simple FITS output: hst_10092_0x_acs_wfc_f814w_j8xi0xsa_sci1_blt.fits
-Generating simple FITS output: hst_10092_0x_acs_wfc_f814w_j8xi0xsa_sci1_blt.fits
INFO:drizzlepac.outputimage:Writing out image to disk: hst_10092_0x_acs_wfc_f814w_j8xi0xsa_sci1_blt.fits
Writing out image to disk: hst_10092_0x_acs_wfc_f814w_j8xi0xsa_sci1_blt.fits
WARNING:py.warnings:/opt/hostedtoolcache/Python/3.11.9/x64/lib/python3.11/site-packages/astropy/io/fits/card.py:1038: VerifyWarning: Card is too long, comment will be truncated.
warnings.warn(
INFO:drizzlepac.ablot: Blot: creating blotted image: hst_10092_0x_acs_wfc_f814w_j8xi0xsa_flc.fits[sci,2]
Blot: creating blotted image: hst_10092_0x_acs_wfc_f814w_j8xi0xsa_flc.fits[sci,2]
INFO:drizzlepac.ablot:Using default C-based coordinate transformation...
Using default C-based coordinate transformation...
INFO:drizzlepac.ablot:Applying sky value of 50.910393 to blotted image hst_10092_0x_acs_wfc_f814w_j8xi0xsa_flc.fits[sci,2]
INFO:drizzlepac.outputimage:-Generating simple FITS output: hst_10092_0x_acs_wfc_f814w_j8xi0xsa_sci2_blt.fits
-Generating simple FITS output: hst_10092_0x_acs_wfc_f814w_j8xi0xsa_sci2_blt.fits
INFO:drizzlepac.outputimage:Writing out image to disk: hst_10092_0x_acs_wfc_f814w_j8xi0xsa_sci2_blt.fits
Writing out image to disk: hst_10092_0x_acs_wfc_f814w_j8xi0xsa_sci2_blt.fits
WARNING:py.warnings:/opt/hostedtoolcache/Python/3.11.9/x64/lib/python3.11/site-packages/astropy/io/fits/card.py:1038: VerifyWarning: Card is too long, comment will be truncated.
warnings.warn(
INFO:drizzlepac.ablot: Blot: creating blotted image: j8xi0xs0q_flc.fits[sci,1]
Blot: creating blotted image: j8xi0xs0q_flc.fits[sci,1]
INFO:drizzlepac.ablot:Using default C-based coordinate transformation...
Using default C-based coordinate transformation...
INFO:drizzlepac.ablot:Applying sky value of 56.162918 to blotted image j8xi0xs0q_flc.fits[sci,1]
INFO:drizzlepac.outputimage:-Generating simple FITS output: j8xi0xs0q_sci1_blt.fits
-Generating simple FITS output: j8xi0xs0q_sci1_blt.fits
INFO:drizzlepac.outputimage:Writing out image to disk: j8xi0xs0q_sci1_blt.fits
Writing out image to disk: j8xi0xs0q_sci1_blt.fits
INFO:drizzlepac.ablot: Blot: creating blotted image: j8xi0xs0q_flc.fits[sci,2]
Blot: creating blotted image: j8xi0xs0q_flc.fits[sci,2]
INFO:drizzlepac.ablot:Using default C-based coordinate transformation...
Using default C-based coordinate transformation...
INFO:drizzlepac.ablot:Applying sky value of 56.162918 to blotted image j8xi0xs0q_flc.fits[sci,2]
INFO:drizzlepac.outputimage:-Generating simple FITS output: j8xi0xs0q_sci2_blt.fits
-Generating simple FITS output: j8xi0xs0q_sci2_blt.fits
INFO:drizzlepac.outputimage:Writing out image to disk: j8xi0xs0q_sci2_blt.fits
Writing out image to disk: j8xi0xs0q_sci2_blt.fits
INFO:drizzlepac.ablot: Blot: creating blotted image: j8xi0xs3q_flc.fits[sci,1]
Blot: creating blotted image: j8xi0xs3q_flc.fits[sci,1]
INFO:drizzlepac.ablot:Using default C-based coordinate transformation...
Using default C-based coordinate transformation...
INFO:drizzlepac.ablot:Applying sky value of 51.339718 to blotted image j8xi0xs3q_flc.fits[sci,1]
INFO:drizzlepac.outputimage:-Generating simple FITS output: j8xi0xs3q_sci1_blt.fits
-Generating simple FITS output: j8xi0xs3q_sci1_blt.fits
INFO:drizzlepac.outputimage:Writing out image to disk: j8xi0xs3q_sci1_blt.fits
Writing out image to disk: j8xi0xs3q_sci1_blt.fits
INFO:drizzlepac.ablot: Blot: creating blotted image: j8xi0xs3q_flc.fits[sci,2]
Blot: creating blotted image: j8xi0xs3q_flc.fits[sci,2]
INFO:drizzlepac.ablot:Using default C-based coordinate transformation...
Using default C-based coordinate transformation...
INFO:drizzlepac.ablot:Applying sky value of 51.339718 to blotted image j8xi0xs3q_flc.fits[sci,2]
INFO:drizzlepac.outputimage:-Generating simple FITS output: j8xi0xs3q_sci2_blt.fits
-Generating simple FITS output: j8xi0xs3q_sci2_blt.fits
INFO:drizzlepac.outputimage:Writing out image to disk: j8xi0xs3q_sci2_blt.fits
Writing out image to disk: j8xi0xs3q_sci2_blt.fits
INFO:drizzlepac.ablot: Blot: creating blotted image: j8xi0xs6q_flc.fits[sci,1]
Blot: creating blotted image: j8xi0xs6q_flc.fits[sci,1]
INFO:drizzlepac.ablot:Using default C-based coordinate transformation...
Using default C-based coordinate transformation...
INFO:drizzlepac.ablot:Applying sky value of 51.510189 to blotted image j8xi0xs6q_flc.fits[sci,1]
INFO:drizzlepac.outputimage:-Generating simple FITS output: j8xi0xs6q_sci1_blt.fits
-Generating simple FITS output: j8xi0xs6q_sci1_blt.fits
INFO:drizzlepac.outputimage:Writing out image to disk: j8xi0xs6q_sci1_blt.fits
Writing out image to disk: j8xi0xs6q_sci1_blt.fits
INFO:drizzlepac.ablot: Blot: creating blotted image: j8xi0xs6q_flc.fits[sci,2]
Blot: creating blotted image: j8xi0xs6q_flc.fits[sci,2]
INFO:drizzlepac.ablot:Using default C-based coordinate transformation...
Using default C-based coordinate transformation...
INFO:drizzlepac.ablot:Applying sky value of 51.510189 to blotted image j8xi0xs6q_flc.fits[sci,2]
INFO:drizzlepac.outputimage:-Generating simple FITS output: j8xi0xs6q_sci2_blt.fits
-Generating simple FITS output: j8xi0xs6q_sci2_blt.fits
INFO:drizzlepac.outputimage:Writing out image to disk: j8xi0xs6q_sci2_blt.fits
Writing out image to disk: j8xi0xs6q_sci2_blt.fits
INFO:drizzlepac.ablot: Blot: creating blotted image: j8xi0xsaq_flc.fits[sci,1]
Blot: creating blotted image: j8xi0xsaq_flc.fits[sci,1]
INFO:drizzlepac.ablot:Using default C-based coordinate transformation...
Using default C-based coordinate transformation...
INFO:drizzlepac.ablot:Applying sky value of 50.910393 to blotted image j8xi0xsaq_flc.fits[sci,1]
INFO:drizzlepac.outputimage:-Generating simple FITS output: j8xi0xsaq_sci1_blt.fits
-Generating simple FITS output: j8xi0xsaq_sci1_blt.fits
INFO:drizzlepac.outputimage:Writing out image to disk: j8xi0xsaq_sci1_blt.fits
Writing out image to disk: j8xi0xsaq_sci1_blt.fits
INFO:drizzlepac.ablot: Blot: creating blotted image: j8xi0xsaq_flc.fits[sci,2]
Blot: creating blotted image: j8xi0xsaq_flc.fits[sci,2]
INFO:drizzlepac.ablot:Using default C-based coordinate transformation...
Using default C-based coordinate transformation...
INFO:drizzlepac.ablot:Applying sky value of 50.910393 to blotted image j8xi0xsaq_flc.fits[sci,2]
INFO:drizzlepac.outputimage:-Generating simple FITS output: j8xi0xsaq_sci2_blt.fits
-Generating simple FITS output: j8xi0xsaq_sci2_blt.fits
INFO:drizzlepac.outputimage:Writing out image to disk: j8xi0xsaq_sci2_blt.fits
Writing out image to disk: j8xi0xsaq_sci2_blt.fits
INFO:drizzlepac.util:==== Processing Step Blot finished at 16:54:37.249 (19/04/2024)
==== Processing Step Blot finished at 16:54:37.249 (19/04/2024)
INFO:drizzlepac.util:==== Processing Step Driz_CR started at 16:54:37.25 (19/04/2024)
==== Processing Step Driz_CR started at 16:54:37.25 (19/04/2024)
INFO:drizzlepac.util:
INFO:drizzlepac.drizCR:USER INPUT PARAMETERS for Driz_CR Step:
INFO:drizzlepac.drizCR: crbit : 4096
INFO:drizzlepac.drizCR: driz_cr : True
INFO:drizzlepac.drizCR: driz_cr_corr : False
INFO:drizzlepac.drizCR: driz_cr_ctegrow : 0
INFO:drizzlepac.drizCR: driz_cr_grow : 1
INFO:drizzlepac.drizCR: driz_cr_scale : 1.2 0.7
INFO:drizzlepac.drizCR: driz_cr_snr : 3.5 3.0
INFO:drizzlepac.drizCR: inmemory : False
INFO:drizzlepac.drizCR:Executing 4 parallel workers
INFO:drizzlepac.drizCR:Creating output: hst_10092_0x_acs_wfc_f814w_j8xi0xs0_sci1_crmask.fits
Creating output: hst_10092_0x_acs_wfc_f814w_j8xi0xs0_sci1_crmask.fits
INFO:drizzlepac.drizCR:Creating output: hst_10092_0x_acs_wfc_f814w_j8xi0xs3_sci1_crmask.fits
Creating output: hst_10092_0x_acs_wfc_f814w_j8xi0xs3_sci1_crmask.fits
INFO:drizzlepac.drizCR:Creating output: hst_10092_0x_acs_wfc_f814w_j8xi0xs6_sci1_crmask.fits
Creating output: hst_10092_0x_acs_wfc_f814w_j8xi0xs6_sci1_crmask.fits
INFO:drizzlepac.drizCR:Creating output: hst_10092_0x_acs_wfc_f814w_j8xi0xsa_sci1_crmask.fits
Creating output: hst_10092_0x_acs_wfc_f814w_j8xi0xsa_sci1_crmask.fits
INFO:drizzlepac.drizCR:Creating output: hst_10092_0x_acs_wfc_f814w_j8xi0xs0_sci2_crmask.fits
Creating output: hst_10092_0x_acs_wfc_f814w_j8xi0xs0_sci2_crmask.fits
INFO:drizzlepac.drizCR:Creating output: hst_10092_0x_acs_wfc_f814w_j8xi0xs6_sci2_crmask.fits
Creating output: hst_10092_0x_acs_wfc_f814w_j8xi0xs6_sci2_crmask.fits
INFO:drizzlepac.drizCR:Creating output: hst_10092_0x_acs_wfc_f814w_j8xi0xs3_sci2_crmask.fits
Creating output: hst_10092_0x_acs_wfc_f814w_j8xi0xs3_sci2_crmask.fits
INFO:drizzlepac.drizCR:Creating output: hst_10092_0x_acs_wfc_f814w_j8xi0xsa_sci2_crmask.fits
Creating output: hst_10092_0x_acs_wfc_f814w_j8xi0xsa_sci2_crmask.fits
INFO:drizzlepac.drizCR:Creating output: j8xi0xs0q_sci1_crmask.fits
Creating output: j8xi0xs0q_sci1_crmask.fits
INFO:drizzlepac.drizCR:Creating output: j8xi0xs0q_sci2_crmask.fits
Creating output: j8xi0xs0q_sci2_crmask.fits
INFO:drizzlepac.drizCR:Creating output: j8xi0xs6q_sci1_crmask.fits
Creating output: j8xi0xs6q_sci1_crmask.fits
INFO:drizzlepac.drizCR:Creating output: j8xi0xs3q_sci1_crmask.fits
Creating output: j8xi0xs3q_sci1_crmask.fits
INFO:drizzlepac.drizCR:Creating output: j8xi0xsaq_sci1_crmask.fits
Creating output: j8xi0xsaq_sci1_crmask.fits
INFO:drizzlepac.drizCR:Creating output: j8xi0xsaq_sci2_crmask.fits
Creating output: j8xi0xsaq_sci2_crmask.fits
INFO:drizzlepac.drizCR:Creating output: j8xi0xs6q_sci2_crmask.fits
Creating output: j8xi0xs6q_sci2_crmask.fits
INFO:drizzlepac.drizCR:Creating output: j8xi0xs3q_sci2_crmask.fits
Creating output: j8xi0xs3q_sci2_crmask.fits
INFO:drizzlepac.util:==== Processing Step Driz_CR finished at 16:54:44.396 (19/04/2024)
==== Processing Step Driz_CR finished at 16:54:44.396 (19/04/2024)
INFO:drizzlepac.util:==== Processing Step Final Drizzle started at 16:54:44.408 (19/04/2024)
==== Processing Step Final Drizzle started at 16:54:44.408 (19/04/2024)
INFO:drizzlepac.util:
INFO:drizzlepac.adrizzle:Interpreted paramDict with single=False as:
{'build': False, 'stepsize': 10, 'coeffs': True, 'wcskey': '', 'wht_type': 'EXP', 'kernel': 'square', 'wt_scl': 'exptime', 'pixfrac': 1.0, 'fillval': None, 'maskval': None, 'bits': 336, 'units': 'cps'}
INFO:drizzlepac.adrizzle:USER INPUT PARAMETERS for Final Drizzle Step:
INFO:drizzlepac.adrizzle: bits : 336
INFO:drizzlepac.adrizzle: build : False
INFO:drizzlepac.adrizzle: clean : True
INFO:drizzlepac.adrizzle: coeffs : True
INFO:drizzlepac.adrizzle: crbit : 4096
INFO:drizzlepac.adrizzle: fillval : None
INFO:drizzlepac.adrizzle: kernel : square
INFO:drizzlepac.adrizzle: logfile : f814w_driz.log
INFO:drizzlepac.adrizzle: maskval : None
INFO:drizzlepac.adrizzle: pixfrac : 1.0
INFO:drizzlepac.adrizzle: proc_unit : native
INFO:drizzlepac.adrizzle: rules_file : None
INFO:drizzlepac.adrizzle: stepsize : 10
INFO:drizzlepac.adrizzle: units : cps
INFO:drizzlepac.adrizzle: wcskey :
INFO:drizzlepac.adrizzle: wht_type : EXP
INFO:drizzlepac.adrizzle: wt_scl : exptime
INFO:drizzlepac.adrizzle: **Using sub-sampling value of 10 for kernel square
INFO:drizzlepac.adrizzle:Running Drizzle to create output frame with WCS of:
INFO:astropy.wcs.wcs:WCS Keywords
WCS Keywords
INFO:astropy.wcs.wcs:
INFO:astropy.wcs.wcs:Number of WCS axes: 2
Number of WCS axes: 2
INFO:astropy.wcs.wcs:CTYPE : 'RA---TAN' 'DEC--TAN'
CTYPE : 'RA---TAN' 'DEC--TAN'
INFO:astropy.wcs.wcs:CRVAL : 150.2020594287174 2.6769772592333116
CRVAL : 150.2020594287174 2.6769772592333116
INFO:astropy.wcs.wcs:CRPIX : 2111.5 2210.0
CRPIX : 2111.5 2210.0
INFO:astropy.wcs.wcs:CD1_1 CD1_2 : 2.411610733908945e-06 1.3677915346864685e-05
CD1_1 CD1_2 : 2.411610733908945e-06 1.3677915346864685e-05
INFO:astropy.wcs.wcs:CD2_1 CD2_2 : 1.3677915346864685e-05 -2.411610733908945e-06
CD2_1 CD2_2 : 1.3677915346864685e-05 -2.411610733908945e-06
INFO:astropy.wcs.wcs:NAXIS : 4223 4420
NAXIS : 4223 4420
INFO:drizzlepac.adrizzle:-Drizzle input: hst_10092_0x_acs_wfc_f814w_j8xi0xs0_flc.fits[sci,1]
INFO:drizzlepac.adrizzle:Applying sky value of 56.162918 to hst_10092_0x_acs_wfc_f814w_j8xi0xs0_flc.fits[sci,1]
INFO:drizzlepac.imageObject:Applying EXPTIME weighting to DQ mask for chip 1
INFO:drizzlepac.adrizzle:Using WCSLIB-based coordinate transformation...
INFO:drizzlepac.adrizzle:stepsize = 10
INFO:drizzlepac.cdriz:-Drizzling using kernel = square
INFO:drizzlepac.adrizzle:-Drizzle input: hst_10092_0x_acs_wfc_f814w_j8xi0xs0_flc.fits[sci,2]
INFO:drizzlepac.adrizzle:Applying sky value of 56.162918 to hst_10092_0x_acs_wfc_f814w_j8xi0xs0_flc.fits[sci,2]
INFO:drizzlepac.imageObject:Applying EXPTIME weighting to DQ mask for chip 2
INFO:drizzlepac.adrizzle:Using WCSLIB-based coordinate transformation...
INFO:drizzlepac.adrizzle:stepsize = 10
INFO:drizzlepac.cdriz:-Drizzling using kernel = square
INFO:drizzlepac.adrizzle:-Drizzle input: hst_10092_0x_acs_wfc_f814w_j8xi0xs3_flc.fits[sci,1]
INFO:drizzlepac.adrizzle:Applying sky value of 51.339718 to hst_10092_0x_acs_wfc_f814w_j8xi0xs3_flc.fits[sci,1]
INFO:drizzlepac.imageObject:Applying EXPTIME weighting to DQ mask for chip 1
INFO:drizzlepac.adrizzle:Using WCSLIB-based coordinate transformation...
INFO:drizzlepac.adrizzle:stepsize = 10
INFO:drizzlepac.cdriz:-Drizzling using kernel = square
INFO:drizzlepac.adrizzle:-Drizzle input: hst_10092_0x_acs_wfc_f814w_j8xi0xs3_flc.fits[sci,2]
INFO:drizzlepac.adrizzle:Applying sky value of 51.339718 to hst_10092_0x_acs_wfc_f814w_j8xi0xs3_flc.fits[sci,2]
INFO:drizzlepac.imageObject:Applying EXPTIME weighting to DQ mask for chip 2
INFO:drizzlepac.adrizzle:Using WCSLIB-based coordinate transformation...
INFO:drizzlepac.adrizzle:stepsize = 10
INFO:drizzlepac.cdriz:-Drizzling using kernel = square
INFO:drizzlepac.adrizzle:-Drizzle input: hst_10092_0x_acs_wfc_f814w_j8xi0xs6_flc.fits[sci,1]
INFO:drizzlepac.adrizzle:Applying sky value of 51.510189 to hst_10092_0x_acs_wfc_f814w_j8xi0xs6_flc.fits[sci,1]
INFO:drizzlepac.imageObject:Applying EXPTIME weighting to DQ mask for chip 1
INFO:drizzlepac.adrizzle:Using WCSLIB-based coordinate transformation...
INFO:drizzlepac.adrizzle:stepsize = 10
INFO:drizzlepac.cdriz:-Drizzling using kernel = square
INFO:drizzlepac.adrizzle:-Drizzle input: hst_10092_0x_acs_wfc_f814w_j8xi0xs6_flc.fits[sci,2]
INFO:drizzlepac.adrizzle:Applying sky value of 51.510189 to hst_10092_0x_acs_wfc_f814w_j8xi0xs6_flc.fits[sci,2]
INFO:drizzlepac.imageObject:Applying EXPTIME weighting to DQ mask for chip 2
INFO:drizzlepac.adrizzle:Using WCSLIB-based coordinate transformation...
INFO:drizzlepac.adrizzle:stepsize = 10
INFO:drizzlepac.cdriz:-Drizzling using kernel = square
INFO:drizzlepac.adrizzle:-Drizzle input: hst_10092_0x_acs_wfc_f814w_j8xi0xsa_flc.fits[sci,1]
INFO:drizzlepac.adrizzle:Applying sky value of 50.910393 to hst_10092_0x_acs_wfc_f814w_j8xi0xsa_flc.fits[sci,1]
INFO:drizzlepac.imageObject:Applying EXPTIME weighting to DQ mask for chip 1
INFO:drizzlepac.adrizzle:Using WCSLIB-based coordinate transformation...
INFO:drizzlepac.adrizzle:stepsize = 10
INFO:drizzlepac.cdriz:-Drizzling using kernel = square
INFO:drizzlepac.adrizzle:-Drizzle input: hst_10092_0x_acs_wfc_f814w_j8xi0xsa_flc.fits[sci,2]
INFO:drizzlepac.adrizzle:Applying sky value of 50.910393 to hst_10092_0x_acs_wfc_f814w_j8xi0xsa_flc.fits[sci,2]
INFO:drizzlepac.imageObject:Applying EXPTIME weighting to DQ mask for chip 2
INFO:drizzlepac.adrizzle:Using WCSLIB-based coordinate transformation...
INFO:drizzlepac.adrizzle:stepsize = 10
INFO:drizzlepac.cdriz:-Drizzling using kernel = square
INFO:drizzlepac.adrizzle:-Drizzle input: j8xi0xs0q_flc.fits[sci,1]
INFO:drizzlepac.adrizzle:Applying sky value of 56.162918 to j8xi0xs0q_flc.fits[sci,1]
INFO:drizzlepac.imageObject:Applying EXPTIME weighting to DQ mask for chip 1
INFO:drizzlepac.adrizzle:Using WCSLIB-based coordinate transformation...
INFO:drizzlepac.adrizzle:stepsize = 10
INFO:drizzlepac.cdriz:-Drizzling using kernel = square
INFO:drizzlepac.adrizzle:-Drizzle input: j8xi0xs0q_flc.fits[sci,2]
INFO:drizzlepac.adrizzle:Applying sky value of 56.162918 to j8xi0xs0q_flc.fits[sci,2]
INFO:drizzlepac.imageObject:Applying EXPTIME weighting to DQ mask for chip 2
INFO:drizzlepac.adrizzle:Using WCSLIB-based coordinate transformation...
INFO:drizzlepac.adrizzle:stepsize = 10
INFO:drizzlepac.cdriz:-Drizzling using kernel = square
INFO:drizzlepac.adrizzle:-Drizzle input: j8xi0xs3q_flc.fits[sci,1]
INFO:drizzlepac.adrizzle:Applying sky value of 51.339718 to j8xi0xs3q_flc.fits[sci,1]
INFO:drizzlepac.imageObject:Applying EXPTIME weighting to DQ mask for chip 1
INFO:drizzlepac.adrizzle:Using WCSLIB-based coordinate transformation...
INFO:drizzlepac.adrizzle:stepsize = 10
INFO:drizzlepac.cdriz:-Drizzling using kernel = square
INFO:drizzlepac.adrizzle:-Drizzle input: j8xi0xs3q_flc.fits[sci,2]
INFO:drizzlepac.adrizzle:Applying sky value of 51.339718 to j8xi0xs3q_flc.fits[sci,2]
INFO:drizzlepac.imageObject:Applying EXPTIME weighting to DQ mask for chip 2
INFO:drizzlepac.adrizzle:Using WCSLIB-based coordinate transformation...
INFO:drizzlepac.adrizzle:stepsize = 10
INFO:drizzlepac.cdriz:-Drizzling using kernel = square
INFO:drizzlepac.adrizzle:-Drizzle input: j8xi0xs6q_flc.fits[sci,1]
INFO:drizzlepac.adrizzle:Applying sky value of 51.510189 to j8xi0xs6q_flc.fits[sci,1]
INFO:drizzlepac.imageObject:Applying EXPTIME weighting to DQ mask for chip 1
INFO:drizzlepac.adrizzle:Using WCSLIB-based coordinate transformation...
INFO:drizzlepac.adrizzle:stepsize = 10
INFO:drizzlepac.cdriz:-Drizzling using kernel = square
INFO:drizzlepac.adrizzle:-Drizzle input: j8xi0xs6q_flc.fits[sci,2]
INFO:drizzlepac.adrizzle:Applying sky value of 51.510189 to j8xi0xs6q_flc.fits[sci,2]
INFO:drizzlepac.imageObject:Applying EXPTIME weighting to DQ mask for chip 2
INFO:drizzlepac.adrizzle:Using WCSLIB-based coordinate transformation...
INFO:drizzlepac.adrizzle:stepsize = 10
INFO:drizzlepac.cdriz:-Drizzling using kernel = square
INFO:drizzlepac.adrizzle:-Drizzle input: j8xi0xsaq_flc.fits[sci,1]
INFO:drizzlepac.adrizzle:Applying sky value of 50.910393 to j8xi0xsaq_flc.fits[sci,1]
INFO:drizzlepac.imageObject:Applying EXPTIME weighting to DQ mask for chip 1
INFO:drizzlepac.adrizzle:Using WCSLIB-based coordinate transformation...
INFO:drizzlepac.adrizzle:stepsize = 10
INFO:drizzlepac.cdriz:-Drizzling using kernel = square
INFO:drizzlepac.adrizzle:-Drizzle input: j8xi0xsaq_flc.fits[sci,2]
INFO:drizzlepac.adrizzle:Applying sky value of 50.910393 to j8xi0xsaq_flc.fits[sci,2]
INFO:drizzlepac.imageObject:Applying EXPTIME weighting to DQ mask for chip 2
INFO:drizzlepac.adrizzle:Using WCSLIB-based coordinate transformation...
INFO:drizzlepac.adrizzle:stepsize = 10
INFO:drizzlepac.cdriz:-Drizzling using kernel = square
INFO:drizzlepac.outputimage:-Generating simple FITS output: f814w_drc_sci.fits
-Generating simple FITS output: f814w_drc_sci.fits
WARNING:py.warnings:/opt/hostedtoolcache/Python/3.11.9/x64/lib/python3.11/site-packages/astropy/io/fits/card.py:1038: VerifyWarning: Card is too long, comment will be truncated.
warnings.warn(
INFO:drizzlepac.outputimage:Writing out image to disk: f814w_drc_sci.fits
Writing out image to disk: f814w_drc_sci.fits
INFO:drizzlepac.outputimage:Writing out image to disk: f814w_drc_wht.fits
Writing out image to disk: f814w_drc_wht.fits
INFO:drizzlepac.util:==== Processing Step Final Drizzle finished at 16:55:14.056 (19/04/2024)
==== Processing Step Final Drizzle finished at 16:55:14.056 (19/04/2024)
INFO:drizzlepac.astrodrizzle:
INFO:drizzlepac.astrodrizzle:AstroDrizzle Version 3.5.1 is finished processing at 16:55:14.059 (19/04/2024).
AstroDrizzle Version 3.5.1 is finished processing at 16:55:14.059 (19/04/2024).
INFO:drizzlepac.astrodrizzle:
INFO:drizzlepac.astrodrizzle:
INFO:drizzlepac.util:
INFO:drizzlepac.util: -------------------- --------------------
-------------------- --------------------
INFO:drizzlepac.util: Step Elapsed time
Step Elapsed time
INFO:drizzlepac.util: -------------------- --------------------
-------------------- --------------------
INFO:drizzlepac.util:
INFO:drizzlepac.util: Initialization 2.3596 sec.
Initialization 2.3596 sec.
INFO:drizzlepac.util: Static Mask 1.8706 sec.
Static Mask 1.8706 sec.
INFO:drizzlepac.util: Subtract Sky 5.5168 sec.
Subtract Sky 5.5168 sec.
INFO:drizzlepac.util: Separate Drizzle 5.4777 sec.
Separate Drizzle 5.4777 sec.
INFO:drizzlepac.util: Create Median 4.3824 sec.
Create Median 4.3824 sec.
INFO:drizzlepac.util: Blot 18.0175 sec.
Blot 18.0175 sec.
INFO:drizzlepac.util: Driz_CR 7.1453 sec.
Driz_CR 7.1453 sec.
INFO:drizzlepac.util: Final Drizzle 29.6487 sec.
Final Drizzle 29.6487 sec.
INFO:drizzlepac.util: ==================== ====================
==================== ====================
INFO:drizzlepac.util: Total 74.4187 sec.
Total 74.4187 sec.
INFO:drizzlepac.util:
INFO:drizzlepac.imageObject:Removing intermediate files for hst_10092_0x_acs_wfc_f814w_j8xi0xs0_flc.fits
INFO:drizzlepac.imageObject:Removing intermediate files for hst_10092_0x_acs_wfc_f814w_j8xi0xs3_flc.fits
INFO:drizzlepac.imageObject:Removing intermediate files for hst_10092_0x_acs_wfc_f814w_j8xi0xs6_flc.fits
INFO:drizzlepac.imageObject:Removing intermediate files for hst_10092_0x_acs_wfc_f814w_j8xi0xsa_flc.fits
INFO:drizzlepac.imageObject:Removing intermediate files for j8xi0xs0q_flc.fits
INFO:drizzlepac.imageObject:Removing intermediate files for j8xi0xs3q_flc.fits
INFO:drizzlepac.imageObject:Removing intermediate files for j8xi0xs6q_flc.fits
INFO:drizzlepac.imageObject:Removing intermediate files for j8xi0xsaq_flc.fits
INFO:drizzlepac.util:Trailer file written to: f814w_driz.log
Trailer file written to: f814w_driz.log
5. Display the original FLC image and the combined DRC data#
sci2 = fits.getdata('j8xi0xsaq_flc.fits', ('sci', 2))
sci1 = fits.getdata('j8xi0xsaq_flc.fits', ('sci', 1))
fig = plt.figure(figsize=(50, 50))
ax1 = fig.add_subplot(2, 2, 1)
ax2 = fig.add_subplot(1, 2, 1)
ax1.imshow(sci2, vmin=50, vmax=100, cmap='Greys_r', origin='lower')
ax2.imshow(sci1, vmin=50, vmax=100, cmap='Greys_r', origin='lower')
<matplotlib.image.AxesImage at 0x7f626a4f4c90>
sci = fits.getdata('f814w_drc_sci.fits')
fig = plt.figure(figsize=(20, 20))
plt.imshow(sci, vmin=-0.01, vmax=0.1, cmap='Greys_r', origin='lower')
<matplotlib.image.AxesImage at 0x7f62b9ecd7d0>
Summary#
TweakReg may be used to align HST images based on the position of objects in the frame. Point sources are typically used for this purpose, but compact sources such as background galaxies may also be used by increasing the value of the parameter conv_width in imagefindpars. The data quality arrays of the input calibrated frames may also be used to further improve the fits by telling TweakReg to ignore pixels with specific flags inthe DQ array via the parameter dqbits in imagefindpars.
About this Notebook#
Author: J. Mack, STScI WFC3 Team
Updated: January 8, 2019