Data analysis pipeline for EChO end-to-end simulations

被引:4
|
作者
Waldmann, Ingo P. [1 ]
Pascale, E. [2 ]
机构
[1] UCL, Dept Phys & Astron, London WC1E 6BT, England
[2] Cardiff Univ, Sch Phys & Astron, Cardiff CF24 3AA, S Glam, Wales
关键词
EChO space-mission; Astronomical data reduction; Time resolved spectroscopy; Atmospheric spectroscopy; EChOSim; TRANSMISSION SPECTROSCOPY; EMISSION-SPECTRUM; ATMOSPHERIC HAZE; HOT-JUPITER; HD; 189733B; DAYSIDE; PLANET; WATER; EXTRACTION; 209458B;
D O I
10.1007/s10686-014-9408-z
中图分类号
P1 [天文学];
学科分类号
0704 ;
摘要
Atmospheric spectroscopy of extrasolar planets is an intricate business. Atmospheric signatures typically require a photometric precision of 1x10(-4) in flux over several hours. Such precision demands high instrument stability as well as an understanding of stellar variability and an optimal data reduction and removal of systematic noise. In the context of the EChO mission concept, we here discuss the data reduction and analysis pipeline developed for the EChO end-to-end simulator EChOSim. We present and discuss the step by step procedures required in order to obtain the final exoplanetary spectrum from the EChOSim 'raw data' using a simulated observation of the secondary eclipse of the hot-Neptune 55 Cnc e.
引用
收藏
页码:639 / 654
页数:16
相关论文
共 50 条
  • [21] Thermodynamic state retrieval from microwave occultation data and performance analysis based on end-to-end simulations
    Schweitzer, S.
    Kirchengast, G.
    Schwaerz, M.
    Fritzer, J.
    Gorbunov, M. E.
    JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2011, 116
  • [22] End-to-end simulations for the LISA Technology Package
    Hannen, VM
    Smit, M
    Hoyng, P
    Selig, A
    Schleicher, A
    CLASSICAL AND QUANTUM GRAVITY, 2003, 20 (10) : S261 - S271
  • [23] HeartDIS: A Generalizable End-to-End Energy Disaggregation Pipeline
    Dimitriadis, Ilias
    Gkalinikis, Nikolaos Virtsionis
    Gkiouzelis, Nikolaos
    Vakali, Athena
    Athanasiadis, Christos
    Baslis, Costas
    ENERGIES, 2023, 16 (13)
  • [24] Error analysis for GNSS radio occultation data based on ensembles of profiles from end-to-end simulations
    Steiner, AK
    Kirchengast, G
    JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2005, 110 (D15) : 1 - 21
  • [25] Cureit: An End-to-End Pipeline for Implementing Mixture Cure Models With an Application to Liposarcoma Data
    Whiting, Karissa
    Fei, Teng
    Singer, Samuel
    Qin, Li-Xuan
    JCO CLINICAL CANCER INFORMATICS, 2024, 8
  • [26] End-to-end deep learning pipeline for prediction of IVF outcomes using ultrasound data
    Vali, M.
    Yang, J.
    Vali, S.
    Azevedo, T.
    Lio, P.
    Thum, Y.
    BJOG-AN INTERNATIONAL JOURNAL OF OBSTETRICS AND GYNAECOLOGY, 2024, 131 : 187 - 187
  • [27] Cureit: An End-to-End Pipeline for Implementing Mixture Cure Models With an Application to Liposarcoma Data
    Whiting, Karissa
    Fei, Teng
    Singer, Samuel
    Qin, Li-Xuan
    JCO CLINICAL CANCER INFORMATICS, 2024, 8
  • [28] Cureit: An End-to-End Pipeline for Implementing Mixture Cure Models With an Application to Liposarcoma Data
    Whiting, Karissa
    Fei, Teng
    Singer, Samuel
    Qin, Li-Xuan
    JCO CLINICAL CANCER INFORMATICS, 2024, 8
  • [29] Neural data-to-text generation: A comparison between pipeline and end-to-end architectures
    Ferreira, Thiago Castro
    van der Lee, Chris
    van Miltenburg, Emiel
    Krahmer, Emiel
    2019 CONFERENCE ON EMPIRICAL METHODS IN NATURAL LANGUAGE PROCESSING AND THE 9TH INTERNATIONAL JOINT CONFERENCE ON NATURAL LANGUAGE PROCESSING (EMNLP-IJCNLP 2019): PROCEEDINGS OF THE CONFERENCE, 2019, : 552 - 562
  • [30] WIENER RESTORATION OF SAMPLED IMAGE DATA - END-TO-END ANALYSIS
    FALES, CL
    HUCK, FO
    MCCORMICK, JA
    PARK, SK
    JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 1988, 5 (03): : 300 - 314