Spacecraft Recovery & Remote Sensing, Volume. 46, Issue 4, 101(2025)

Data-Driven Atmospheric Corrections for Multi-Spectral Satellite Remote Sensing

Yutang YU1,2,3, Tao YU1,3, Donghai XIE4, Yu WU5, Lili ZHANG1,3、*, and Xin ZUO6
Author Affiliations
  • 1Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China
  • 2University of Chinese Academy of Sciences, Beijing 100049, China
  • 3Demonstration Center for Spaceborne Remote Sensing, China National Space Administration, Beijing 100101, China
  • 4College of Resource Environment and Tourism, Capital Normal University, Beijing 100089, China
  • 5School of Earth System Science, Tianjin University, Tianjin 300072, China
  • 6Beijing Institute of Space Mechanics & Electricity, Beijing 100094, China
  • show less
    References(20)

    [7] [7] SHAH M, RAVAL M S, DIVAKARAN S. A Deep Learning Perspective to Atmospheric Crection of Satellite Images[C]IGARSS 20222022 IEEE International Geoscience Remote Sensing Symposium. Kuala Lumpur, Malaysia: IEEE, 2022: 346349. DOI: 10.1109IGARSS46834.2022.9884900.

    [8] [8] BISHOP C M. Neural wks f Pattern Recognition[M]. New Yk: Oxfd University Press, 1995: DOI: 10.1093oso9780198538493.001.0001.

    [15] [15] DANIELSON J J, GESCH D B. Global Multiresolution Terrain Elevation Data 2010(GMTED2010): GMTED2010[R]. Reston, VA: US Geological Survey, 2011.

    [23] [23] MAINKNN M, PFLUG B, LOUIS J, et al. Sen2C f Sentinel2[C]Image Signal Processing f Remote Sensing XXIII, SPIE, 2017: 3748. DOI: 10.111712.2278218.

    [25] [25] IOFFE S, SZEGEDY C. Batch Nmalization: Accelerating Deep wk Training by Reducing Internal Covariate Shift[C]Proceedings of the 32nd International Conference on International Conference on Machine Learning, 2015, 37: 448456. DOI: 10.55553045118.3045167.

    [26] [26] WANG Z, SIMONCELLI E P, BOVIK A C. Multiscale Structural Similarity f Image Quality Assessment[C]The Thrityseventh Asilomar Conference on Signals, Systems & Computers, 2003. Pacific Grove, CA, USA: IEEE, 2003: 13981402, DOI: 10.1109ACSSC.2003.1292216.

    Tools

    Get Citation

    Copy Citation Text

    Yutang YU, Tao YU, Donghai XIE, Yu WU, Lili ZHANG, Xin ZUO. Data-Driven Atmospheric Corrections for Multi-Spectral Satellite Remote Sensing[J]. Spacecraft Recovery & Remote Sensing, 2025, 46(4): 101

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: Remote Sensing Information Processing Technology

    Received: Nov. 20, 2024

    Accepted: --

    Published Online: Sep. 12, 2025

    The Author Email: Lili ZHANG (zhangll203913@aircas.ac.cn)

    DOI:10.3969/j.issn.1009-8518.2025.04.009

    Topics