The Slitless Spectroscopy Data Extraction Software aXe
arXiv:0812.1434 · doi:10.1086/596715
Abstract
The methods and techniques for the slitless spectroscopy software aXe, which was designed to reduce data from the various slitless spectroscopy modes of Hubble Space Telescope instruments, are described. aXe can treat slitless spectra from different instruments such as ACS, NICMOS and WFC3 through the use of a configuration file which contains all the instrument dependent parameters. The basis of the spectral extraction within aXe are the position, morphology and photometry of the objects on a companion direct image. Several aspects of slitless spectroscopy, such as the overlap of spectra, an extraction dependent on object shape and the provision of flat-field cubes, motivate a dedicated software package, and the solutions offered within aXe are discussed in detail. The effect of the mutual contamination of spectra can be quantitatively assessed in aXe, using spectral and morphological information from the companion direct image(s). A new method named 'aXedrizzle' for 2D rebinning and co-adding spectral data, taken with small shifts or dithers, is described. The extraction of slitless spectra with optimal weighting is outlined and the correction of spectra for detector fringing for the ACS CCD's is presented. Auxiliary software for simulating slitless data and for visualizing the results of an aXe extraction is outlined.
18 pages, 10 figures, accepted for publication in PASP. A high resolution version is available at http://www.stecf.org/software/slitless_software/axe/axe_PASP.pdf
Cited by in corpus (116)
- 3D-HST WFC3-selected Photometric Catalogs in the Five CANDELS/3D-HST Fields: Photometry, Photometric Redshifts and Stellar Masses
- The 3D-HST Survey: Hubble Space Telescope WFC3/G141 grism spectra, redshifts, and emission line measurements for galaxies
- 3D-HST: A wide-field grism spectroscopic survey with the Hubble Space Telescope
- Euclid. I. Overview of the Euclid mission
- The Flat Transmission Spectrum of the Super-Earth GJ1214b from Wide Field Camera 3 on the Hubble Space Telescope
- The Chandra COSMOS Survey: III. Optical and Infrared Identification of X-ray Point Sources
- Very Strong Emission-Line Galaxies in the WISP Survey and Implications for High-Redshift Galaxies
- Spectroscopic Confirmation of the Rich z=1.80 Galaxy Cluster JKCS 041 Using the WFC3 Grism: Environmental Trends in the Ages and Structure of Quiescent Galaxies
- CANDELS+3D-HST: compact SFGs at z~2-3, the progenitors of the first quiescent galaxies
- Evidence for a Large Exomoon Orbiting Kepler-1625b
- IDCS J1426+3508: Discovery of a Massive, IR-Selected Galaxy Cluster at z = 1.75
- Exoplanet Transit Spectroscopy Using WFC3: WASP-12 b, WASP-17 b, and WASP-19 b
- Spectra of Hydrogen-Poor Superluminous Supernovae from the Palomar Transient Factory
- SHARDS: an optical spectro-photometric survey of distant galaxies
- The WFC3 Infrared Spectroscopic Parallel (WISP) Survey
- The High Latitude Spectroscopic Survey on the Nancy Grace Roman Space Telescope
- Evidence for a Hard Ionizing Spectrum from a z=6.11 Stellar Population
- Spatially resolved Halpha maps and sizes of 57 strongly star-forming galaxies at z~1 from 3D-HST: evidence for rapid inside-out assembly of disk galaxies
- First Results from the 3D-HST Survey: The Striking Diversity of Massive Galaxies at z>1
- Halpha Equivalent Widths from the 3D-HST survey: evolution with redshift and dependence on stellar mass
- The Mass-Metallicity-SFR Relation at z >~ 2 with 3D-HST
- The evolution of the equivalent width of the Ha emission line and specific star-formation rate in star-forming galaxies at 1<z<5
- WFC3 grism confirmation of the distant cluster Cl J1449+0856 at z=2.00: Quiescent and star-forming galaxy populations
- Predicting Future Space Near-IR Grism Surveys using the WFC3 Infrared Spectroscopic Parallels Survey
- The spectrum of the recycled PSR J0437-4715 and its white dwarf companion
- A contribution of star-forming clumps and accreting satellites to the mass assembly of z ~ 2 galaxies
- IDCS J1433.2+3306: An IR-Selected Galaxy Cluster at z = 1.89
- The Grism Lens-Amplified Survey from Space (GLASS) X. Sub-kpc resolution gas-phase metallicity maps at cosmic noon behind the Hubble Frontier Fields cluster MACS1149.6+2223
- An extremely young massive clump forming by gravitational collapse in a primordial galaxy
- Grism Confirmation of Structures at from the Clusters Around Radio-Loud AGN (CARLA) Survey
- A CANDELS WFC3 Grism Study of Emission-Line Galaxies at z~2: A Mix of Nuclear Activity and Low-Metallicity Star Formation
- The early early type: discovery of a passive galaxy at z=3
- A WFC3 Grism Emission Line Redshift Catalog in the GOODS-South Field
- Evidence for Type Ia Supernova Diversity from Ultraviolet Observations with the Hubble Space Telescope
- X-Ray Emission from Two Infrared-Selected Galaxy Clusters at z>1.4 in the IRAC Shallow Cluster Survey
- On the nature and physical conditions of the luminous Lya emitter CR7 and its rest-frame UV components
- H Star Formation Rates of > 1 Galaxy Clusters in the IRAC Shallow Cluster Survey
- Emission-Line Galaxies from the Hubble Space Telescope Probing Evolution and Reionization Spectroscopically (PEARS) Grism Survey. II: The Complete Sample
- Testing Diagnostics of Nuclear Activity and Star Formation in Galaxies at z>1
- Spectroscopic Confirmation of an Ultra Massive and Compact Galaxy at z=3.35: A Detailed Look at an Early Progenitor of Local Most Massive Ellipticals
- Strong Near-Infrared Spectral Variability of the Young Cloudy L Dwarf Companion VHS J1256-1257 b
- First results from Faint Infrared Grism Survey (FIGS): first simultaneous detection of Lyman-alpha emission and Lyman break from a galaxy at z=7.51
- FIGS -- Faint Infrared Grism Survey: Description and Data Reduction
- Hubble Space Telescope WFC3 Grism Spectroscopy and Imaging of a Growing Compact Galaxy at z=1.9
- Predicting the redshift 2 Halpha luminosity function using [OIII] emission line galaxies
- A Type Ia Supernova at Redshift 1.55 in Hubble Space Telescope Infrared Observations from CANDELS
- Precision Measurement of The Most Distant Spectroscopically Confirmed Supernova Ia with the Hubble Space Telescope
- A complete census of Herschel-detected infrared sources within the HST Frontier Fields
- The mass-metallicity relation at z~1-2 and its dependence on star formation rate
- Spectrophotometrically Identified stars in the PEARS-N and PEARS-S fields
- A High Space Density of Luminous Lyman Alpha Emitters at z~6.5
- HST Grism Confirmation of Two Structures from the Clusters Around Radio-Loud AGN (CARLA) Survey
- The Number Density Evolution of Extreme Emission Line Galaxies in 3D-HST: Results from a Novel Automated Line Search Technique for Slitless Spectroscopy
- Cloud Atlas: Rotational Modulations in the L/T Transition Brown Dwarf Companion HN Peg B
- Evidence for Three Accreting Black Holes in a Galaxy at z~1.35: A Snapshot of Recently Formed Black Hole Seeds?
- HST Emission Line Galaxies at z ~ 2: The Mystery of Neon
- Quasar Sightline and Galaxy Evolution (QSAGE) Survey - I. The Galaxy Environment of OVI Absorbers up to z=1.4 around PKS 0232-04
- Cloud Atlas: Weak color modulations due to rotation in the planetary-mass companion GU Psc b and 11 other brown dwarfs
- Hubble Space Telescope WFC3 Early Release Science: Emission-Line Galaxies from Infrared Grism Observations
- Young, Star-forming Galaxies and their local Counterparts: the Evolving Relationship of Mass-SFR-Metallicity since z ~ 2.1
- PHIBSS: Exploring the Dependence of the CO-H Conversion Factor on Total Mass Surface Density at
- Direct Detection of Quasar Feedback Via the Sunyaev-Zeldovich Effect
- Cloud Atlas: Variability in and out of the Water Band in the Planetary-mass HD 203030B Points to Cloud Sedimentation in Low-gravity L Dwarfs
- HST/WFC3 Near-Infrared spectroscopy of quenched galaxies at z~1.5 from the WISP Survey: Stellar population properties
- No More Active Galactic Nuclei in Clumpy Disks Than in Smooth Galaxies at z~2 in CANDELS / 3D-HST
- Ten More New Sightlines for the Study of Intergalactic Helium, and Hundreds of Far-UV-Bright Quasars, from SDSS, GALEX, and HST
- HST Grism-derived Forecasts for Future Galaxy Redshift Surveys
- Galaxy Structure, Stellar Populations, and Star Formation Quenching at 0.6 1.2
- The galaxy mass-size relation in CARLA clusters and proto-clusters at 1.4 < z < 2.8: larger cluster galaxy sizes
- HST Spectral Observations near the He II Ly-alpha Break: Implications for He II Reionization
- A Two-Dimensional Spectroscopic Study of Emission Line Galaxies in the Faint Infrared Grism Survey (FIGS) I: Detection Method and Catalog
- Spatially-resolved HST Grism Spectroscopy of a Lensed Emission Line Galaxy at z~1
- 3D-HST Emission Line Galaxies at z ~ 2: Discrepancies in the Optical/UV Star Formation Rates
- The road to the red sequence: A detailed view of the formation of a massive galaxy at z~2
- Early results from GLASS-JWST. XXVII. The mass-metallicity relation in lensed field galaxies at cosmic noon with NIRISS
- Beyond the Local Volume. I. Surface Densities of Ultracool Dwarfs in Deep HST/WFC3 Parallel Fields
- SHARDS: A global view of the star formation activity at z~0.84 and z~1.23
- Cloud Atlas: Unraveling the vertical cloud structure with the time-series spectrophotometry of an unusually red brown dwarf
- Wayne - A Simulator for HST WFC3 IR Grism Spectroscopy
- Characterization of the known T type dwarfs towards the Sigma Orionis cluster
- HST/WFC3 Complete Phase-resolved Spectroscopy of White Dwarf-Brown Dwarf Binaries WD 0137 and EPIC 2122
- The role of quenching time in the evolution of the mass-size relation of passive galaxies from the WISP survey
- A Lyman Break Galaxy in the Epoch of Reionization from HST Grism Spectroscopy
- Mapping the pressure-dependent day-night temperature contrast of a strongly irradiated atmosphere with HST spectroscopic phase curve
- Quasar Sightline and Galaxy Evolution (QSAGE) survey -- II. Galaxy overdensities around UV luminous quasars at z=1-2
- Euclid preparation. XXX. Performance assessment of the NISP Red-Grism through spectroscopic simulations for the Wide and Deep surveys
- Detecting the Highest Redshift (z > 8) QSOs in a Wide, Near Infrared Slitless Spectroscopic Survey
- Thirty-six New, High-Probability, Damped Ly-alpha Absorbers at Redshift 0.42 < z < 0.70
- Analyzing the Low State of EF Eridani with Hubble Space Telescope Ultraviolet Spectra
- Not In Our Backyard: Spectroscopic Support for the CLASH z=11 Candidate MACS0647-JD
- Beyond the Local Volume. II. Population Scaleheights and Ages of Ultracool Dwarfs in Deep HST/WFC3 Parallel Fields
- Extinction and nebular line properties of a Herschel-selected lensed dusty starburst AT z=1.027
- CSST Large-scale Structure Analysis Pipeline: II. the CSST Emulator for Slitless Spectroscopy (CESS)
- A Star-based Method for Precise Wavelength Calibration of the Chinese Space Station Telescope (CSST) Slitless Spectroscopic Survey
- Euclid preparation: XLVIII. The pre-launch Science Ground Segment simulation framework
- Massive molecular gas reservoir around the central AGN in the CARLA J1103+3449 cluster at z=1.44
- Multi-wavelength lens reconstruction of a -detected star-bursting galaxy
- Pupil Masks for Spectrophotometry of Transiting Exoplanets
- The Grism Lens-Amplified Survey from Space (GLASS). XIII. G800L optical spectra from the parallel fields
- Hotter Than Expected: HST/WFC3 Phase-resolved Spectroscopy of a Rare Irradiated Brown Dwarf with Strong Internal Heat Flux
- Forward modeling of galaxy kinematics in slitless spectroscopy
- High-Precision Redshifts for Type Ia Supernovae with the Nancy Grace Roman Space Telescope P127 Prism
- Emission Line Metallicities From The Faint Infrared Grism Survey and VLT/MUSE
- Spectrophotometric Redshifts In The Faint Infrared Grism Survey: Finding Overdensities Of Faint Galaxies
- The Hubble Legacy Archive ACS Grism Data
- HST Hα grism spectroscopy of ROLES: a flatter low-mass slope for the z~1 SSFR--mass relation
- Searching for Sub-Second Stellar Variability with Wide-Field Star Trails and Deep Learning
- Ultraviolet Spectroscopy of Lucy Mission Targets with the Hubble Space Telescope
- GalaxyGenius: Mock galaxy image generator for various telescopes from hydrodynamical simulations
- Infrared Galaxies in the Field of the Massive Cluster Abell S1063: Discovery of a Luminous Kiloparsec-Sized HII Region in a Gravitationally Lensed IR-Luminous Galaxy at
- Euclid: Constraining ensemble photometric redshift distributions with stacked spectroscopy
- Simulating continuum-based redshift measurement in the \textit{Roman's} High Latitude Spectroscopy Survey
- Phase-resolved Hubble Space Telescope WFC3 Spectroscopy of Weakly-Irradiated Brown Dwarf GD 1400 and Energy Redistribution-Irradiation Trends in Six WDBD Binaries
- CSST Slitless Spectra: Target Detection and Classification with YOLO
- Disentangling auroral, cloud and magnetic spot driven variability in three early L-dwarfs with HST/WFC3
- Flux Cube Reconstruction from Slitless Spectroscopy