Acta Optica Sinica, Volume. 43, Issue 24, 2428004(2023)

Cloud detection algorithm over Ice-Snow Based on Polarization Sensor of Gaofen-5(02) Satellite

Ying Fang1,2, Xiaobing Sun1,3、*, Rufang Ti1, Honglian Huang1,3, Xiao Liu1,3, and Yuyao Wang1,2
Author Affiliations
  • 1Key Laboratory of Optical Calibration and Characterization, Anhui Institute of Optics and Fine Mechanics, Heifei Institutes of Pysical Science, Chinese Academy of Sciences, Hefei 230031, Anhui , China
  • 2University of Science and Technology of China, Hefei 230026, Anhui , China
  • 3Hefei Chief Expert Studio of Agricultural Industry, Hefei 230012, Anhui , China
  • show less
    References(22)

    [1] Rossow W B, Delo C, Cairns B. Implications of the observed mesoscale variations of clouds for the earth’s radiation budget[J]. Journal of Climate, 15, 557-585(2002).

    [2] Jones H G, Pomeroy J W, Walker D A et al[M]. Snow ecology: an interdisciplinary examination of snow-covered ecosystems(2001).

    [3] Rossow W B, Garder L C. Validation of ISCCP cloud detections[J]. Journal of Climate, 6, 2370-2393(1993).

    [4] Frey R A, Ackerman S A, Liu Y H et al. Cloud detection with MODIS. Part I: improvements in the MODIS cloud mask for collection 5[J]. Journal of Atmospheric and Oceanic Technology, 25, 1057-1072(2008).

    [5] Bréon F M, Colzy S. Cloud detection from the spaceborne POLDER instrument and validation against surface synoptic observations[J]. Journal of Applied Meteorology, 38, 777-785(1999).

    [6] Buriez J C, Vanbauce C, Parol F et al. Cloud detection and derivation of cloud properties from POLDER[J]. International Journal of Remote Sensing, 18, 2785-2813(1997).

    [7] Chen Z T, Sun X B, Qiao Y L. Cloud detection over ocean from PARASOL/POLDER3 satellite data[J]. Journal of Remote Sensing, 22, 996-1004(2018).

    [8] Li C. Research on cloud parameter inversion based on GF-5 DPC data[D](2019).

    [9] Wei L S. Research on cloud identification algorithm based on high score No.5-DPC data[D](2020).

    [10] Yang H C. On-orbit calibration of atmospheric particulate matter monitor[D](2019).

    [11] Chen Y, Qiu Q, Qu M et al. Research on cloud detection method under Arctic ice environment based on FY-3D MERSI-Ⅱ[J]. Geospatial Information, 18, 10-14, 4(2020).

    [12] Chen L F, Shang H Z, Fan M et al. Mission overview of the GF-5 satellite for atmospheric parameter monitoring[J]. National Remote Sensing Bulletin, 25, 1917-1931(2021).

    [13] Wang Y Y, Ma J J, Li J H et al. Review of cloud polarimetric remote sensing[J]. National Remote Sensing Bulletin, 26, 852-872(2022).

    [14] Li Z Q, Xie Y S, Shi Y S et al. A review of collaborative remote sensing observation of greenhouse gases and aerosol with atmospheric environment satellites[J]. National Remote Sensing Bulletin, 26, 795-816(2022).

    [15] Li Z Y, Liu Z H, Zou P et al. Prelaunch calibration and ground verification test of spaceborne particulate observing scanning polarimeter[J]. Acta Optica Sinica, 41, 0312002(2021).

    [16] Wei L S, Shang H Z, Hu S et al. Cloud detection algorithm based on GF-5 DPC data[J]. National Remote Sensing Bulletin, 25, 2053-2066(2021).

    [17] Piters A J M, Bramstedt K, Lambert J C et al. Overview of SCIAMACHY validation: 2002-2004[J]. Atmospheric Chemistry and Physics, 6, 127-148(2006).

    [18] Qiao R, Qie L L, Xu H et al. Inversion of cloud top pressure based on oxygen A absorption band of DPC with high score No.5[J]. Journal of Atmospheric and Environmental Optics, 16, 256-268(2021).

    [19] Wang J J, Ti R F, Liu X et al. Analysis of polarization radiation characteristics of strong convective cloud clusters[J]. Acta Optica Sinica, 42, 0901003(2022).

    [20] Li W, Fang S H, Dian Y Y et al. Cloud detection in MODIS data based on spectrum analysis[J]. Geomatics and Information Science of Wuhan University, 30, 435-438, 443(2005).

    [21] Gao B C, Goetz A F H, Wiscombe W J. Cirrus cloud detection from Airborne Imaging Spectrometer data using the 1.38 µm water vapor band[J]. Geophysical Research Letters, 20, 301-304(1993).

    [22] Hao X H, Wang J, Li H Y. Evaluation of the NDSI threshold value in mapping snow cover of MODIS: a case study of snow in the middle Qilian Mountains[J]. Journal of Glaciology and Geocryology, 30, 132-138(2008).

    Tools

    Get Citation

    Copy Citation Text

    Ying Fang, Xiaobing Sun, Rufang Ti, Honglian Huang, Xiao Liu, Yuyao Wang. Cloud detection algorithm over Ice-Snow Based on Polarization Sensor of Gaofen-5(02) Satellite[J]. Acta Optica Sinica, 2023, 43(24): 2428004

    Download Citation

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

    Category: Remote Sensing and Sensors

    Received: Feb. 3, 2023

    Accepted: Mar. 22, 2023

    Published Online: Dec. 12, 2023

    The Author Email: Sun Xiaobing (xbsun@aiofm.ac.cn)

    DOI:10.3788/AOS230494

    Topics