The Physics of the Accelerating Universe Survey: narrow-band image photometry

被引:6
|
作者
Serrano, S. [1 ,2 ,3 ]
Gaztanaga, E. [1 ,2 ,4 ]
Castander, F. J. [1 ,2 ]
Eriksen, M. [5 ]
Casas, R. [1 ,2 ]
Navarro-Girones, D. [1 ,2 ]
Alarcon, A. [6 ]
Bauer, A. [1 ,2 ]
Cabayol, L.
Carretero, J. [5 ]
Fernandez, E. [5 ]
Neissner, C. [5 ]
Renard, P. [1 ,7 ]
Tallada-Crespi, P. [5 ]
Tonello, N. [8 ,14 ]
Sevilla-Noarbe, I.
Crocce, M. [1 ,2 ]
Garcia-Bellido, J. [10 ]
Hildebrandt, H. [11 ]
Hoekstra, H. [12 ]
Joachimi, B. [13 ]
Miquel, R. [5 ]
Padilla, C. [5 ]
Sanchez, E. [9 ]
de Vicente, J. [9 ]
机构
[1] CSIC, Inst Space Sci ICE, Campus UAB,Carrer De Can Magrans S-N, E-08193 Barcelona, Spain
[2] Inst Estudis Espacials Catalunya IEEC, E-08193 Barcelona, Spain
[3] Satlantis, Univ Sci Pk,Sede Bld, E-48940 Leioa, Spain
[4] Univ Portsmouth, Inst Cosmol & Gravitat, Dennis Sciama Bldg,Rd, Portsmouth PO1 3FX, Hants, England
[5] Barcelona Inst Sci & Technol, Inst Fis Altes Energies IFAE, E-08193 Bellaterra, Barcelona, Spain
[6] Argonne Natl Lab, HEP Div, Lemont, IL 60439 USA
[7] Tsinghua Univ, Dept Astron, Beijing 100084, Peoples R China
[8] Barcelona Supercomp Ctr BSC, Placa Eusebi Guell 1-3, E-08034 Barcelona, Spain
[9] Ctr Invest Energet Medioambientales & Tecnol CIEM, E-28040 Madrid, Spain
[10] Univ Autonoma Madrid, Inst Fis Teor UAM CSIC, E-28049 Madrid, Spain
[11] Ruhr Univ Bochum, Ruhr Univ Bochum Astron Inst AIRUB, Fac Phys & Astron, German Ctr Cosmol Lensing, D-44780 Bochum, Germany
[12] Leiden Univ, Leiden Observ, Niels Bohrweg 2, NL-2333 CA Leiden, Netherlands
[13] UCL, Dept Phys & Astron, Gower St, London WC1E 6BT, England
[14] Port Informac Cient PIC, Campus UAB,C Albareda S-N, E-08193 Bellaterra, Cerdanyola Del, Spain
基金
美国国家科学基金会; 欧盟地平线“2020”;
关键词
instrumentation: detectors; methods: data analysis; techniques: image processing; techniques: photometric; large-scale structure of Universe; cosmology: observations; DIGITAL SKY SURVEY; PAU SURVEY; REDSHIFTS; CFHTLENS; RELEASE; DESIGN;
D O I
10.1093/mnras/stad1399
中图分类号
P1 [天文学];
学科分类号
0704 ;
摘要
PAUCam is an innovative optical narrow-band imager mounted at the William Herschel Telescope built for the Physics of the Accelerating Universe Survey (PAUS). Its set of 40 filters results in images that are complex to calibrate, with specific instrumental signatures that cannot be processed with traditional data reduction techniques. In this paper, we present two pipelines developed by the PAUS data management team with the objective of producing science-ready catalogues from the uncalibrated raw images. The Nightly pipeline takes care of entire image processing, with bespoke algorithms for photometric calibration and scatter-light correction. The Multi-Epoch and Multi-Band Analysis pipeline performs forced photometry over a reference catalogue to optimize the photometric redshift (photo-z) performance. We verify against spectroscopic observations that the current approach delivers an inter-band photometric calibration of 0.8 percent across the 40 narrow-band set. The large volume of data produced every night and the rapid survey strategy feedback constraints require operating both pipelines in the Port d'Informacio Cientifica data centre with intense parallelization. While alternative algorithms for further improvements in photo-z performance are under investigation, the image calibration and photometry presented in this work already enable state-of-the-art photo-z down to i(AB) = 23.0.
引用
收藏
页码:3287 / 3317
页数:31
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