Toward 1% Photometry: End‐to‐End Calibration of Astronomical Telescopes and Detectors
Open accessAbstract
We review the systematic uncertainties that have plagued attempts to obtain high precision and high accuracy from ground-based photometric measurements using CCDs. We identify two main challenges in breaking through the 1% precision barrier: (1) fully characterizing atmospheric transmission, along the instrument's line of sight, and (2) properly identifying, measuring, and removing instrumental artifacts. We discuss approximations and limitations inherent in the present methodology, and we estimate their contributions to systematic photometric uncertainties. We propose an alternative conceptual scheme for the relative calibration of astronomical apparatus: the availability of calibrated detectors whose relative spectral sensitivity is known to better than one part in 10 3 opens up the possibility of in situ relative throughput measurements, normalized to a precision calibrated detector, using a stable but uncalibrated narrowband light source. An implementation scheme is outlined, which exploits the availability of tunable lasers to map out the relative wavelength response of an imaging system, using a flat-field screen and a calibrated reference photodiode. The merits and limitations of this scheme are discussed. In tandem with careful measurements of atmospheric transmission, this approach could potentially lead to reliable ground-based photometry with fractional uncertainties below the percent level.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The quality of exposures in large campaigns remains essential to downstream tasks such as astrometric and photometric measurements and target selection.
“Despite the increase in scope and complexity of future imaging surveys, the quality of exposures in large campaigns will remain essential to downstream tasks, such as astrometric (e.g., Lang et al. 2009), and photometric (e.g., Stubbs & Tonry 2006) measurements, and target selection to facilitate follow-up studies (e.g., Myers et al. 2023).”
From A Semi-Supervised Learning Method for the Identification of Bad Exposures in Large Imaging Surveys (2026) · cites this paper as Stubbs & Tonry 2006
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
DAOPHOT - A computer program for crowded-field stellar photometry
Stetson, P. B. (1987) · Publications of the Astronomical Society of the Pacific · doi:10.1086/131977 · Cited by 4,725 · see citing works
UBVRI photometric standard stars in the magnitude range 11.5-16.0 around the celestial equator
Landolt, A. U. (1992) · The Astronomical Journal · doi:10.1086/116242 · Cited by 4,184 · see citing works
The Sloan Digital Sky Survey Photometric System
Fukugita, M., Ichikawa, T., Gunn, J. E., Doi, M., Shimasaku, K., & Schneider, D. P. (1996) · The Astronomical Journal · doi:10.1086/117915 · Cited by 3,033 · see citing works
Sloan Digital Sky Survey: Early Data Release
Stoughton, C., Lupton, R. H., Bernardi, M., Blanton, M. R., Burles, S. M., Castander, F. J., Connolly, A. J., Eisenstein, D. J., Frieman, J. A., Hennessy, G. S., et al. (2002) · The Astronomical Journal · doi:10.1086/324741 · Cited by 2,389 · see citing works
Secondary standard stars for absolute spectrophotometry
Oke, J. B., & Gunn, J. (1983) · The Astrophysical Journal · doi:10.1086/160817 · Cited by 2,220 · see citing works
The Second Data Release of the Sloan Digital Sky Survey
Abazajian, K. N., Adelman-McCarthy, J., Agüeros, M. A., Allam, S., Anderson, K. S. J., Anderson, S. F., Annis, J., Bahcall, N. A., Baldry, I. K., Bastian, S., et al. (2004) · The Astronomical Journal · doi:10.1086/421365 · Cited by 1,126 · see citing works
The First Data Release of the Sloan Digital Sky Survey
Abazajian, K. N., Adelman-McCarthy, J., Ageros, M. A., Allam, S., Anderson, S. F., Annis, J., Bahcall, N. A., Baldry, I. K., Bastian, S., Berlind, A. A., et al. (2003) · The Astronomical Journal · doi:10.1086/378165 · Cited by 971 · see citing works
DOPHOT, a CCD photometry program: Description and tests
Schechter, P. L., Mateo, M. L., & Saha, A. (1993) · Publications of the Astronomical Society of the Pacific · doi:10.1086/133316 · Cited by 898 · see citing works
Southern spectrophotometric standards, 2
Hamuy, M., Suntzeff, N. B., Heathcote, S. R., Walker, A. R., Gigoux, P., & Phillips, M. M. (1994) · Publications of the Astronomical Society of the Pacific · doi:10.1086/133417 · Cited by 622 · see citing works
Southern spectrophotometric standards.
Hamuy, M., Walker, A. R., Suntzeff, N. B., Gigoux, P., Heathcote, S. R., & Phillips, M. M. (1992) · Publications of the Astronomical Society of the Pacific · doi:10.1086/133028 · Cited by 617 · see citing works
Bessell, M. S. (2005) · Annual Review of Astronomy and Astrophysics · doi:10.1146/annurev.astro.41.082801.100251 · Cited by 455 · see citing works
A rediscussion of the atmospheric extinction and the absolute spectral-energy distribution of VEGA
Hayes, D. S., & Latham, D. W. (1975) · The Astrophysical Journal · doi:10.1086/153548 · Cited by 315 · see citing works
Peacock, J. A. (1998) · Cambridge University Press eBooks · doi:10.1017/cbo9780511804533 · Cited by 255 · see citing works
The Elixir System: Data Characterization and Calibration at the Canada‐France‐Hawaii Telescope
Magnier, E. A., & Cuillandre, J. (2004) · Publications of the Astronomical Society of the Pacific · doi:10.1086/420756 · Cited by 227 · see citing works
Spectrophotometric Standards From the Far-UV to the Near-IR on the White Dwarf Flux Scale
Bohlin, R. C. (1996) · The Astronomical Journal · doi:10.1086/117914 · Cited by 154 · see citing works
Spectrophotometry: Revised Standards and Techniques
Bessell, M. S. (1999) · Publications of the Astronomical Society of the Pacific · doi:10.1086/316454 · Cited by 134 · see citing works
Homogeneous Photometry. IV. On the Standard Sequence in the Globular Cluster NGC 2419
Stetson, P. B. (2005) · Publications of the Astronomical Society of the Pacific · doi:10.1086/430281 · Cited by 123 · see citing works
Hartman, J. D., Bakos, G. Á., Stanek, K. Z., & Noyes, R. W. (2004) · The Astronomical Journal · doi:10.1086/423920 · Cited by 107 · see citing works
Borucki, W. J., Koch, D., Lissauer, J. J., Basri, G. B., Caldwell, J., Cochran, W. D., Dunham, E. W., Geary, J. C., Latham, D. W., Gilliland, R. L., et al. (2003) · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · doi:10.1117/12.460266 · Cited by 90 · see citing works
A Search for Variable Stars and Planetary Occultations in NGC 2301. I. Techniques
Tonry, J. L., Howell, S. B., Everett, M. E., Rodney, S., Willman, M., & VanOutryve, C. (2005) · Publications of the Astronomical Society of the Pacific · doi:10.1086/428596 · Cited by 54 · see citing works
Self-citationThe Flat Sky: Calibration and Background Uniformity in Wide Field Astronomical Images
Chromey, F. R., & Hasselbacher, D. A. (1996) · Publications of the Astronomical Society of the Pacific · doi:10.1086/133817 · Cited by 51 · see citing works
Absolute flux calibration of optical spectrophotometric standard stars
Colina, L., & Bohlin, R. C. (1994) · The Astronomical Journal · doi:10.1086/117206 · Cited by 49 · see citing works
Standard Stars: CCD Photometry, Transformations and Comparisons
Sung, H., & Bessell, M. S. (2000) · Publications of the Astronomical Society of Australia · doi:10.1071/as00041 · Cited by 48 · see citing works
Atmospheric extinction in the near infrared
Manduca, A., & Bell, R. A. (1979) · Publications of the Astronomical Society of the Pacific · doi:10.1086/130598 · Cited by 47 · see citing works
Measurements of the monochromatic flux from VEGA in the near-infrared
Hayes, D. S., Latham, D. W., & Hayes, S. H. (1975) · The Astrophysical Journal · doi:10.1086/153547 · Cited by 33 · see citing works
Test of CCD Precision Limits for Differential Photometry
Robinson, L. B., Wei, M. Z., Borucki, W. J., Dunham, E. W., Ford, C. H., & Granados, A. F. (1995) · Publications of the Astronomical Society of the Pacific · doi:10.1086/133665 · Cited by 32 · see citing works
FaintBVRIPhotometric Sequences in Selected Fields
Saha, A., Dolphin, A. E., Thim, F., & Whitmore, B. C. (2005) · Publications of the Astronomical Society of the Pacific · doi:10.1086/427737 · Cited by 28 · see citing works
On CCD standard stars and flat-field calibration
Manfroid, J. (1996) · Astronomy & Astrophysics Supplement Series · doi:10.1051/aas:1996206 · Cited by 18 · see citing works
CFHT's SkyProbe: a real-time sky-transparency monitor
Cuillandre, J., Magnier, E. A., Isani, S., Sabin, D., Knight, W., Kras, S., & Lai, K. (2002) · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · doi:10.1117/12.460613 · Cited by 15 · see citing works
The Absolute Flux Calibration of the UVBY Photometric System
Fabregat, J., & Reig, P. (1996) · Publications of the Astronomical Society of the Pacific · doi:10.1086/133695 · Cited by 15 · see citing works
A study of atmospheric extinction at Cerro Tololo Inter-American Observatory
Gutiérrez‐Moreno, A., Cortes, G., & Moreno, H. (1982) · Publications of the Astronomical Society of the Pacific · doi:10.1086/131053 · Cited by 15 · see citing works
Flagged first, then by citations
Research works printed but not linked: 6
- Adelman, S. I., Gulliver, A. F., & Holmgren, D. E. 1996, in ASP Conf. Ser. 108, MASS: Model Atmospheres and Spectrum Synthesis, ed. S. J. Adelman, F. Kupka, & W. W. Weiss (San Francisco: ASP), 293
- Borucki, W. J., et al. 2003, Proc. SPIE, 4854, 129
- Cuillandre, J.-C., Magnier, E. A., Isani, S., Sabin, D., Knight, W., Kraus, S., & Lai, K. 2002, Proc. SPIE, 4844, 501
- Houghton, J. T. 1977, The Physics of Atmospheres (London: Cambridge Univ. Press)
- Marshall, J. L., & DePoy, D. L. 2005, preprint (astro-ph/0510233) · arXiv
- Slater, P. N. 1980, Remote Sensing: Optics and Optical Systems (London: Addison Wesley)
Cited by
Sorted by citations
LSST: From Science Drivers to Reference Design and Anticipated Data Products
Ivezić, Ž., Kahn, S. M., Tyson, J. A., Abel, B., Acosta, E., Allsman, R., Alonso, D., AlSayyad, Y., Anderson, S. F., Andrew, J., et al. (2019) · The Astrophysical Journal · doi:10.3847/1538-4357/ab042c · Cited by 4,357 · see citing works
Improved Cosmological Constraints from New, Old, and Combined Supernova Data Sets
Kowalski, M. P., Rubin, D., Aldering, G., Agostinho, R., Amadon, A., Amanullah, R., Balland, C., Barbary, K., Blanc, G., Challis, P., et al. (2008) · The Astrophysical Journal · doi:10.1086/589937 · Cited by 1,541 · see citing works
Observational probes of cosmic acceleration
Weinberg, D. H., Mortonson, M. J., Eisenstein, D. J., Hirata, C. M., Riess, A. G., & Rozo, E. (2013) · Physics Reports · doi:10.1016/j.physrep.2013.05.001 · Cited by 1,393 · see citing works
THE Pan-STARRS1 PHOTOMETRIC SYSTEM
Tonry, J. L., Stubbs, C. W., Lykke, K. R., Doherty, P., Shivvers, I., Burgett, W. S., Chambers, K. C., Hodapp, K. W., Kaiser, N., Kudritzki, R., et al. (2012) · The Astrophysical Journal · doi:10.1088/0004-637x/750/2/99 · Cited by 1,018 · see citing works
Self-citationWood‐Vasey, W. M., Miknaitis, G., Stubbs, C. W., Jha, S., Riess, A. G., Garnavich, P. M., Kirshner, R. P., Aguilera, C., Becker, A. C., Blackman, J. W., et al. (2007) · The Astrophysical Journal · doi:10.1086/518642 · Cited by 928 · see citing works
Self-citationAn Improved Photometric Calibration of the Sloan Digital Sky Survey Imaging Data
Padmanabhan, N., Schlegel, D. J., Finkbeiner, D. P., Barentine, J. C., Blanton, M. R., Brewington, H. J., Gunn, J. E., Harvanek, M., Hogg, D. W., Ivezić, Ž., et al. (2008) · The Astrophysical Journal · doi:10.1086/524677 · Cited by 591 · see citing works
CfA3: 185 TYPE Ia SUPERNOVA LIGHT CURVES FROM THE CfA
Hicken, M., Challis, P., Jha, S. W., Kirshner, R., Matheson, T., Modjaz, M., Rest, A., Wood‐Vasey, W. M., Bakos, G. Á., Barton, E. J., et al. (2009) · The Astrophysical Journal · doi:10.1088/0004-637x/700/1/331 · Cited by 509 · see citing works
Self-citationRest, A., Scolnic, D. M., Foley, R. J., Huber, M. E., Chornock, R., Narayan, G., Tonry, J. L., Berger, E., Soderberg, A., Stubbs, C. W., et al. (2014) · The Astrophysical Journal · doi:10.1088/0004-637x/795/1/44 · Cited by 340 · see citing works
Self-citationIvezić, Ž., Smith, J. A., Miknaitis, G. A., Lin, H., Tucker, D. L., Lupton, R. H., Gunn, J. E., Knapp, G. R., Strauss, M. A., Sesar, B., et al. (2007) · The Astronomical Journal · doi:10.1086/519976 · Cited by 319 · see citing works
The ESSENCE Supernova Survey: Survey Optimization, Observations, and Supernova Photometry
Miknaitis, G., Pignata, G., Rest, A., Wood‐Vasey, W. M., Blondin, S., Challis, P., Smith, R. C., Stubbs, C. W., Suntzeff, N. B., Foley, R. J., et al. (2007) · The Astrophysical Journal · doi:10.1086/519986 · Cited by 318 · see citing works
Self-citationUnion through UNITY: Cosmology with 2000 SNe Using a Unified Bayesian Framework
Rubin, D., Aldering, G., Betoule, M., Fruchter, A., Huang, X., Kim, A., Lidman, C. E., Linder, E. V., Perlmutter, S., Ruiz-Lapuente, P., et al. (2025) · The Astrophysical Journal · doi:10.3847/1538-4357/adc0a5 · Cited by 259 · see citing works
CfA4: LIGHT CURVES FOR 94 TYPE Ia SUPERNOVAE
Hicken, M., Challis, P., Kirshner, R., Rest, A., Cramer, C. E., Wood‐Vasey, W. M., Bakos, G. Á., Berlind, P., Brown, W. R., Caldwell, N., et al. (2012) · The Astrophysical Journal Supplement Series · doi:10.1088/0067-0049/200/2/12 · Cited by 223 · see citing works
Krisciunas, K., Contreras, C., Burns, C. R., Phillips, M. M., Stritzinger, M. D., Morrell, N., Hamuy, M., Anais, J., Boldt, L., Busta, L., et al. (2017) · The Astronomical Journal · doi:10.3847/1538-3881/aa8df0 · Cited by 205 · see citing works
All-Sky Spectrally MatchedUBVRI - ZYandu′g′r′i′z′Magnitudes for Stars in the Tycho2 Catalog
Pickles, A., & Depagne, É. (2010) · Publications of the Astronomical Society of the Pacific · doi:10.1086/657947 · Cited by 183 · see citing works
The ESSENCE Supernova Survey: Survey Optimization, Observations, and Supernova Photometry
Miknaitis, G. A., Pignata, G., Rest, A., Wood‐Vasey, W. M., Blondin, S., Challis, P., Smith, R. C., Stubbs, C. W., Suntzeff, N. B., Foley, R. J., et al. (2006) · University of North Texas Digital Library (University of North Texas) · Cited by 180 · see citing works
Self-citationScolnic, D. M., Rest, A., Riess, A. G., Huber, M. E., Foley, R. J., Brout, D., Chornock, R., Narayan, G., Tonry, J. L., Berger, E., et al. (2014) · The Astrophysical Journal · doi:10.1088/0004-637x/795/1/45 · Cited by 173 · see citing works
Self-citationKrisciunas, K., Contreras, C., Burns, C. R., Phillips, M. M., Stritzinger, M. D., Morrell, N., Hamuy, M., Anais, J., Boldt, L., Busta, L., et al. (2017) · LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas) · Cited by 167 · see citing works
Scolnic, D., Casertano, S., Riess, A., Rest, A., Schlafly, E., Foley, R. J., Finkbeiner, D., Tang, C., Burgett, W. S., Chambers, K. C., et al. (2015) · The Astrophysical Journal · doi:10.1088/0004-637x/815/2/117 · Cited by 143 · see citing works
Self-citationPhotometric calibration of the Supernova Legacy Survey fields
Regnault, N., Conley, A., Guy, J., Sullivan, M., Cuillandre, J., Astier, P., Balland, C., Basa, S., Carlberg, R. G., Fouchez, D., et al. (2009) · Astronomy and Astrophysics · doi:10.1051/0004-6361/200912446 · Cited by 138 · see citing works
Stubbs, C. W., Doherty, P., Cramer, C., Narayan, G., Brown, Y. J., Lykke, K. R., Woodward, J. T., & Tonry, J. L. (2010) · The Astrophysical Journal Supplement Series · doi:10.1088/0067-0049/191/2/376 · Cited by 124 · see citing works
Self-citationThe Dark Energy Survey Supernova Program: Cosmological Analysis and Systematic Uncertainties
Vincenzi, M., Brout, D., Armstrong, P., Popovic, B., Taylor, G., Acevedo, M., Camilleri, R., Chen, R. C., Davis, T. M., Lee, J., et al. (2024) · The Astrophysical Journal · doi:10.3847/1538-4357/ad5e6c · Cited by 118 · see citing works
High, F. W., Stubbs, C. W., Rest, A., Stalder, B., & Challis, P. (2009) · The Astronomical Journal · doi:10.1088/0004-6256/138/1/110 · Cited by 114 · see citing works
Self-citationScolnic, D. M., Casertano, S., Riess, A. G., Rest, A., Schlafly, E. F., Foley, R. J., Finkbeiner, D. P., Tang, C.-Y., Burgett, W. S., Chambers, K. C., et al. (2015) · Max Planck Institute for Plasma Physics · Cited by 114 · see citing works
Self-citationForward Global Photometric Calibration of the Dark Energy Survey
Burke, D. L., Rykoff, E. S., Allam, S., Annis, J., Bechtol, K., Bernstein, G. M., Drlica-Wagner, A., Finley, D. A., Gruendl, R. A., James, D. J., et al. (2018) · The Astronomical Journal · doi:10.3847/1538-3881/aa9f22 · Cited by 111 · see citing works
Montegriffo, P., Bellazzini, M., Angeli, F. D., Andrae, R., Barstow, M. A., Bossini, D., Bragaglia, A., Burgess, P. W., Cacciari, C., Carrasco, J. M., et al. (2022) · Astronomy and Astrophysics · doi:10.1051/0004-6361/202243709 · Cited by 95 · see citing works
Forward Global Photometric Calibration of the Dark Energy Survey
Burke, D. L., Rykoff, E. S., Allam, S., Annis, J., Bechtol, K., Bernstein, G., Drlica-Wagner, A., Finley, D. A., Gruendl, R., James, D. J., et al. (2017) · Research Archive of Indian Institute of Technology Hyderabad (Indian Institute of Technology Hyderabad) · Cited by 84 · see citing works
Stubbs, C. W., Doherty, P., Cramer, C. E., Narayan, G., Brown, Y. J., Lykke, K. R., Woodward, J. T., & Tonry, J. L. (2010) · Cited by 74 · see citing works
Self-citationCosmology with the Large Synoptic Survey Telescope: an overview
Zhan, H., & Tyson, T. (2018) · Reports on Progress in Physics · doi:10.1088/1361-6633/aab1bd · Cited by 73 · see citing works
Stubbs, C. W., High, F. W., George, M. R., DeRose, K. L., Blondin, S., Tonry, J. L., Chambers, K. C., Granett, B. R., Burke, D. L., & Smith, R. C. (2007) · Publications of the Astronomical Society of the Pacific · doi:10.1086/522208 · Cited by 70 · see citing works
Self-citationThe Dark Energy Camera Plane Survey 2 (DECaPS2): More Sky, Less Bias, and Better Uncertainties
Saydjari, A. K., Schlafly, E. F., Lang, D., Meisner, A., Green, G. M., Zucker, C., Zelko, I. A., Speagle, J. S., Daylan, T., Lee, A., et al. (2023) · The Astrophysical Journal Supplement Series · doi:10.3847/1538-4365/aca594 · Cited by 62 · see citing works
The Dark Energy Survey Supernova Program: Light Curves and 5 Yr Data Release
Sánchez, B., Brout, D., Vincenzi, M., Sako, M., Herner, K. R., Kessler, R., Davis, T. M., Scolnic, D. M., Acevedo, M., Lee, J., et al. (2024) · The Astrophysical Journal · doi:10.3847/1538-4357/ad739a · Cited by 59 · see citing works
Instrumental Response Model and Detrending for the Dark Energy Camera
Bernstein, G. M., Abbott, T. M. C., Desai, S., Gruen, D., Gruendl, R. A., Johnson, M. D., Lin, H., Menanteau, F., Morganson, E., Neilsen, E., et al. (2017) · Publications of the Astronomical Society of the Pacific · doi:10.1088/1538-3873/aa858e · Cited by 55 · see citing works
Systematic trends in Sloan Digital Sky Survey photometric data
Bramich, D. M., & Freudling, W. (2012) · Monthly Notices of the Royal Astronomical Society · doi:10.1111/j.1365-2966.2012.21385.x · Cited by 52 · see citing works
Milky Way Tomography with the SkyMapper Southern Survey. II. Photometric Recalibration of SMSS DR2
Huang, Y., Yuan, H., Li, C., Wolf, C., Onken, C. A., Beers, T. C., Casagrande, L., Mackey, D., Costa, G. S. D., Bland‐Hawthorn, J., et al. (2021) · The Astrophysical Journal · doi:10.3847/1538-4357/abca37 · Cited by 52 · see citing works
Yuan, H., Liu, X.-W., Xiang, M., Huang, Y., Zhang, H., & Chen, B. (2015) · The Astrophysical Journal · doi:10.1088/0004-637x/799/2/133 · Cited by 47 · see citing works
PRECISION DETERMINATION OF ATMOSPHERIC EXTINCTION AT OPTICAL AND NEAR-INFRARED WAVELENGTHS
Burke, D. L., Axelrod, T. S., Blondin, S., Claver, C. F., Ivezić, Ž., Jones, L., Saha, A., Smith, A., Smith, R., & Stubbs, C. W. (2010) · The Astrophysical Journal · doi:10.1088/0004-637x/720/1/811 · Cited by 45 · see citing works
Self-citationNarayan, G., Matheson, T., Saha, A., Axelrod, T., Calamida, A., Olszewski, E. W., Claver, J., Mandel, K. S., Bohlin, R. C., Holberg, J. B., et al. (2019) · The Astrophysical Journal Supplement Series · doi:10.3847/1538-4365/ab0557 · Cited by 44 · see citing works
Self-citationBorlaff, A. S., Gómez-Alvarez, P., Altieri, B., Marcum, P. M., Vavrek, R., Laureijs, R., Kohley, R., Buitrago, F., Cuillandre, J., Duc, P., et al. (2021) · Astronomy and Astrophysics · doi:10.1051/0004-6361/202141935 · Cited by 43 · see citing works
IMPACT OF ATMOSPHERIC CHROMATIC EFFECTS ON WEAK LENSING MEASUREMENTS
Meyers, J. M., & Burchat, P. R. (2015) · The Astrophysical Journal · doi:10.1088/0004-637x/807/2/182 · Cited by 39 · see citing works
When flux standards go wild: white dwarfs in the age of Kepler
Hermes, J. J., Gänsicke, B. T., Fusillo, N. P. G., Raddi, R., Hollands, M., Dennihy, E., Fuchs, J., & Redfield, S. (2017) · Monthly Notices of the Royal Astronomical Society · doi:10.1093/mnras/stx567 · Cited by 35 · see citing works
Li, T. S., DePoy, D. L., Marshall, J. L., Tucker, D. L., Kessler, R., Annis, J. T., Bernstein, G. M., Boada, S., Burke, D. L., Finley, D. A., et al. (2016) · The Astronomical Journal · doi:10.3847/0004-6256/151/6/157 · Cited by 33 · see citing works
Supernovae and Cosmology 1Preprint
LEIBUNDGUT, B. (2012) · Cited by 33 · see citing works
Measuring NIR Atmospheric Extinction Using a Global Positioning System Receiver
Blake, C. H., & Shaw, M. M. (2011) · Publications of the Astronomical Society of the Pacific · doi:10.1086/662980 · Cited by 31 · see citing works
THE FAINT-END SLOPE OF THE REDSHIFT 5.7 Lyα LUMINOSITY FUNCTION,
Henry, A. L., Martin, C. L., Dressler, A., Sawicki, M., & McCarthy, P. (2011) · The Astrophysical Journal · doi:10.1088/0004-637x/744/2/149 · Cited by 30 · see citing works
DETECTIONS OF FAINT Lyα EMITTERS ATz= 5.7: GALAXY BUILDING BLOCKS AND ENGINES OF REIONIZATION
Dressler, A. M., Martin, C. L., Henry, A. L., Sawicki, M., & McCarthy, P. J. (2011) · The Astrophysical Journal · doi:10.1088/0004-637x/740/2/71 · Cited by 29 · see citing works
SATELLITE-MOUNTED LIGHT SOURCES AS PHOTOMETRIC CALIBRATION STANDARDS FOR GROUND-BASED TELESCOPES
Albert, J. E. (2011) · The Astronomical Journal · doi:10.1088/0004-6256/143/1/8 · Cited by 29 · see citing works
Leibundgut, B. (2007) · General Relativity and Gravitation · doi:10.1007/s10714-007-0545-9 · Cited by 29 · see citing works
Euclid preparation : XVI. Exploring the ultra-low surface brightness Universe with Euclid/VIS
Euclid Collaboration, Borlaff, A. S., Altieri, B., & Potter, D. (2022) · Zurich Open Repository and Archive (University of Zurich) · doi:10.5167/uzh-227330 · Cited by 28 · see citing works
Woodward, J. T., Shaw, P.-S., Yoon, H. W., Zong, Y., Brown, S. W., & Lykke, K. R. (2018) · Review of Scientific Instruments · doi:10.1063/1.5004810 · Cited by 27 · see citing works
The faint-end slope of the redshift 5.7 Ly[alpha] luminosity function
Sawicki, M., Henry, A. L., Martin, C. L., Dressler, A. M., & McCarthy, P. J. (2012) · Saint Mary's University Institutional Repository (Saint Mary's University) · Cited by 24 · see citing works
Systematic Trends In Sloan Digital Sky Survey Photometric DataPreprint
Bramich, D. M., & Freudling, W. (2016) · Cited by 24 · see citing works
Precise astronomical flux calibration and its impact on studying the nature of the dark energy
Stubbs, C. W., & Brown, Y. J. (2015) · Modern Physics Letters A · doi:10.1142/s021773231530030x · Cited by 22 · see citing works
Self-citationLIGHT CURVES OF 213 TYPE Ia SUPERNOVAE FROM THE ESSENCE SURVEY
Narayan, G., Rest, A., Tucker, B. E., Foley, R. J., Wood-Vasey, W. M., Challis, P., Stubbs, C. W., Kirshner, R. P., Aguilera, C., Becker, A. C., et al. (2016) · The Astrophysical Journal Supplement Series · doi:10.3847/0067-0049/224/1/3 · Cited by 22 · see citing works
Self-citationLIGHT CURVES OF 213 TYPE Ia SUPERNOVAE FROM THE ESSENCE SURVEY
Narayan, G., Rest, A., Tucker, B. E., Foley, R. J., Wood‐Vasey, W. M., Challis, P., Stubbs, C. W., Kirshner, R., Aguilera, C., Becker, A. C., et al. (2016) · OakTrust (Texas A&M University Libraries) · Cited by 22 · see citing works
Self-citationXiao, K., Yuan, H., López-Sanjuán, C., Huang, Y., Huang, B., Beers, T. C., Xu, S., Wang, Y., Yang, L., Alcaniz, J. S., et al. (2023) · The Astrophysical Journal Supplement Series · doi:10.3847/1538-4365/ad0645 · Cited by 21 · see citing works
Huang, B., & Yuan, H. (2022) · The Astrophysical Journal Supplement Series · doi:10.3847/1538-4365/ac470d · Cited by 21 · see citing works
The expansion of the universe observed with supernovae
Astier, P. (2012) · Reports on Progress in Physics · doi:10.1088/0034-4885/75/11/116901 · Cited by 20 · see citing works
The DICE calibration project Design, characterization, and first results
Regnault, N., Guyonnet, A., Schahmanèche, K., Guillou, L. L., Antilogus, P. E., Astier, P., Barrelet, E., Betoule, M., Bongard, S., Cuillandre, J., et al. (2015) · Astronomy and Astrophysics · doi:10.1051/0004-6361/201424471 · Cited by 18 · see citing works
ALL-WEATHER CALIBRATION OF WIDE-FIELD OPTICAL AND NIR SURVEYS
Burke, D. L., Saha, A., Claver, J., Axelrod, T. S., Claver, C. F., DePoy, D. L., Ivezić, Ž., Jones, L., Smith, R., & Stubbs, C. W. (2013) · The Astronomical Journal · doi:10.1088/0004-6256/147/1/19 · Cited by 17 · see citing works
Self-citationTrimble, V., Aschwanden, M. J., & Hansen, C. J. (2007) · Space Science Reviews · doi:10.1007/s11214-007-9224-0 · Cited by 16 · see citing works
The La Silla Schmidt Southern Survey
Miller, A. A., Abrams, N. S., Aldering, G., Anand, S., Angus, C. R., Arcavi, I., Baltay, C., Bauer, F. E., Brethauer, D., Bloom, J. S., et al. (2025) · Publications of the Astronomical Society of the Pacific · doi:10.1088/1538-3873/ae02c5 · Cited by 14 · see citing works
Self-citationBrownsberger, S. R., Brout, D., Scolnic, D. M., Stubbs, C. W., & Riess, A. G. (2023) · The Astrophysical Journal · doi:10.3847/1538-4357/acad80 · Cited by 12 · see citing works
Self-citationLarge-scale retrospective relative spectrophotometric self-calibration in space
Markovic, K., Percival, W. J., Scodeggio, M., Ealet, A., Wachter, S., Garilli, B., Guzzo, L., Scaramella, R., Maiorano, E., & Amiaux, J. (2017) · Monthly Notices of the Royal Astronomical Society · doi:10.1093/mnras/stx283 · Cited by 12 · see citing works
Albert, J. E., Budker, D., Chance, K., Gordon, I. E., Bustos, F. P., Pospelov, M., Rochester, S., & Sadeghpour, H. R. (2021) · Monthly Notices of the Royal Astronomical Society · doi:10.1093/mnras/stab1621 · Cited by 11 · see citing works
Absolute flux calibration of stars: calibration of the reference telescope
Smith, A. W., Woodward, J. T., Jenkins, C. A., Brown, S. W., & Lykke, K. R. (2009) · Metrologia · doi:10.1088/0026-1394/46/4/s16 · Cited by 9 · see citing works
FIXING THEU-BAND PHOTOMETRY OF TYPE Ia SUPERNOVAE
Krisciunas, K., Bastola, D., Espinoza, J., Gonzalez, D. A., González, L. E., Gonzalez, S., Hamuy, M., Hsiao, E. Y., Morrell, N., Phillips, M. M., et al. (2012) · The Astronomical Journal · doi:10.1088/0004-6256/145/1/11 · Cited by 8 · see citing works
Ivănescu, L., Baibakov, K., O’Neill, N. T., Blanchet, J., & Schulz, K. (2021) · Atmospheric measurement techniques · doi:10.5194/amt-14-6561-2021 · Cited by 7 · see citing works
The S-PLUS Ultra-short Survey: Photometric Recalibration with the Best Star Database
Li, X., Xiao, K., Huang, Y., Yuan, H., Tang, Y.-K., Beers, T. C., Huang, B., Ma, M., Humire, P. K., Álvarez-Candal, A., et al. (2025) · The Astrophysical Journal Supplement Series · doi:10.3847/1538-4365/adaf27 · Cited by 6 · see citing works
Searching for the stellar cycles of low-mass stars using TESS data
Ramsay, G., Hakala, P. J., & Doyle, J. G. (2024) · Astronomy and Astrophysics · doi:10.1051/0004-6361/202450523 · Cited by 5 · see citing works
Louedec, K. (2014) · Astroparticle Physics · doi:10.1016/j.astropartphys.2014.05.011 · Cited by 5 · see citing works
Xiao, K., Yuan, H., Varela, J., Zhan, H., Liu, J., Abramo, L. R., Alcaniz, J. S., Benítez, N., Bonoli, S., Carneiro, S., et al. (2021) · The Astrophysical Journal Supplement Series · doi:10.3847/1538-4365/ac1d43 · Cited by 5 · see citing works
Huang, B., Yuan, H., Xiao, K., & Zhang, R. (2025) · The Astrophysical Journal Supplement Series · doi:10.3847/1538-4365/ae1b94 · Cited by 4 · see citing works
Zheng, J., He, X., Zhang, N., Xian, J., & Zhang, X. (2023) · Applied Optics · doi:10.1364/ao.498846 · Cited by 4 · see citing works
Efficiency testing method for the echo receiving system of laser ranging station
Zhou, L., Han, X. F., Ye, S., Lin, X., Zhao, H., Zhu, T., & Li, M. (2024) · Optics and Lasers in Engineering · doi:10.1016/j.optlaseng.2024.108061 · Cited by 4 · see citing works
Accurate photometric calibration by fitting the system transmission
Garrappa, S., Ofek, E. O., Ben-Ami, S., Polishook, D., Gal‐Yam, A., Shvartzvald, Y., Krassilchtchikov, A. M., Konno, R., Segre, E., Shani, Y. M., et al. (2025) · Astronomy and Astrophysics · doi:10.1051/0004-6361/202453440 · Cited by 3 · see citing works
Measurement of Telescope Transmission Using a Collimated Beam Projector
Mondrik, N., Coughlin, M. W., Betoule, M., Bongard, S., Rice, J. P., Shaw, P.-S., Stubbs, C. W., & Woodward, J. T. (2023) · Publications of the Astronomical Society of the Pacific · doi:10.1088/1538-3873/acbe1c · Cited by 3 · see citing works
Self-citationBrownsberger, S. R., Mondrik, N., & Stubbs, C. W. (2020) · Journal of Astronomical Telescopes Instruments and Systems · doi:10.1117/1.jatis.6.2.026001 · Cited by 3 · see citing works
Self-citationImproving LSST Photometric Calibration withGaiaData
Axelrod, T., & Miller, C. (2014) · Publications of the Astronomical Society of the Pacific · doi:10.1086/679480 · Cited by 3 · see citing works
Simoneau, A., & Aubé, M. (2023) · Remote Sensing · doi:10.3390/rs15143634 · Cited by 2 · see citing works
A Semi-Supervised Learning Method for the Identification of Bad Exposures in Large Imaging Surveys
Luo, Y., Myers, A. D., Drlica-Wagner, A., Dematties, D., Borchani, S., Valdes, F., Dey, A., Schlegel, D., Zhou, R., & DESI Legacy Imaging Surveys Team (2026) · The Open Journal of Astrophysics · doi:10.33232/001c.158430 · Cited by 1 · see citing works
Switzer, E. R., Bray, E. P., Will, S. D., Cromey, B., Gao, G., Groff, T. D., Jurling, A. S., Kruk, J. W., Marx, C. T., Morey, P. A., et al. (2025) · Applied Optics · doi:10.1364/ao.569503 · Cited by 1 · see citing works
Pedersen, E. M., Stubbs, C. W., Fisher-Levine, M., Urbach, E., Dennihy, E., & Ingraham, P. (2026) · Publications of the Astronomical Society of the Pacific · doi:10.1088/1538-3873/ae33f1 · Cited by 1 · see citing works
Self-citationBrownsberger, S. R., Zhang, L., Andrade, D., & Stubbs, C. W. (2022) · Journal of Astronomical Instrumentation · doi:10.1142/s2251171722500027 · Cited by 1 · see citing works
Self-citationAlbert, J. E., Budker, D., & Sadeghpour, H. R. (2022) · Natural Sciences · doi:10.1002/ntls.20220003 · Cited by 1 · see citing works
Microwave transitions in atomic sodium: Radiometry and polarimetry using the sodium layer
Pawlak, M., Schoen, E., Albert, J. E., & Sadeghpour, H. R. (2024) · Physical Review A · doi:10.1103/physreva.109.022810 · Cited by 1 · see citing works
Sommer, K., Cohen-Tanugi, J., Plez, B., Betoule, M., Bongard, S., Guillou, L. L., Neveu, J., Nuss, E., Sepulveda, E. S., Souverin, T., et al. (2024) · RAS Techniques and Instruments · doi:10.1093/rasti/rzae006 · Cited by 1 · see citing works
Self-citationThe space advantage for measuring dark energy with Type Ia supernovae
Kim, A. (2010) · Cambridge University Press eBooks · doi:10.1017/cbo9781139193627.009
Testing dark energy with supernovae
Kowalski, M. P. (2010) · Annalen der Physik · doi:10.1002/andp.201010419
Stellar populations – the next ten years
Bland‐Hawthorn, J. (2006) · Proceedings of the International Astronomical Union · doi:10.1017/s1743921307009192
Ivezić, Ž. (2016) · Zenodo (CERN European Organization for Nuclear Research) · doi:10.5281/zenodo.44697
Large Synoptic Survey Telescope Town Hall
Willman, B. (2016) · Zenodo (CERN European Organization for Nuclear Research) · doi:10.5281/zenodo.44768
The Lsst Data Processing Software Stack
Jenness, T. (2016) · American Astronomical Society Meeting Abstracts #227 · doi:10.5281/zenodo.44634
(2021) · Atmospheric measurement techniques · doi:10.5194/amt-2021-88-rc2
Ivănescu, L. (2021) · Atmospheric measurement techniques · doi:10.5194/amt-2021-88-ac3
Albert, J. E., Budker, D., & Sadeghpour, H. R. (2022) · doi:10.22541/au.164303720.07701727/v1
Albert, J. E., Budker, D., & Sadeghpour, H. R. (2022) · doi:10.22541/au.164303720.07701727/v3
Albert, J. E., Budker, D., & Sadeghpour, H. R. (2022) · doi:10.22541/au.164303720.07701727/v2
HUBER, M. C. E., Pauluhn, A., Timothy, J. G., & Zehnder, A. (2013) · Springer eBooks · doi:10.1007/978-1-4614-7804-1_36
(2021) · Atmospheric measurement techniques · doi:10.5194/amt-2021-88-rc1
Ivănescu, L. (2021) · Atmospheric measurement techniques · doi:10.5194/amt-2021-88-ac2
- Authors
- Stubbs, C. W., & Tonry, J. L.
- Affiliations
- Harvard University (US)
- University of Hawaiʻi at Mānoa (US)
- Venue
- The Astrophysical Journal
- Publisher
- American Astronomical Society
- Published
- 2006-08
- Volume
- 646
- Issue
- 2
- Pages
- 1436-1444
- ISSN
- 0004-637X (ISSN-L)
- 1538-4357
- OpenAlex
- W1996912798
- Cited by
- 105
- References
- 31
- Citations by year
- 2026: 1 · 2025: 8 · 2024: 7 · 2023: 6 · 2022: 8 · 2021: 10 · 2020: 1 · 2019: 2 · 2018: 2 · 2017: 7 · 2016: 7 · 2015: 6 · 2014: 4 · 2013: 3 · 2012: 7
- FWCI
- 6.05
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- The Astrophysical Journal (publishedVersion)
- arXiv (Cornell University) (submittedVersion)
- arXiv (Cornell University)
- Funders
- National Science Foundation
- Topics
- Physical Sciences › Physics and Astronomy › Instrumentation › Astronomy and Astrophysical Research
- Physical Sciences › Engineering › Aerospace Engineering › Calibration and Measurement Techniques
- Physical Sciences › Physics and Astronomy › Astronomy and Astrophysics › Stellar, planetary, and galactic studies
- Keywords
- photometric calibration, atmospheric transmission, instrumental artifacts, CCD detector, tunable lasers, ground-based photometry
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review