4.5 Article

Estimation and validation of standalone SCATSAT-1 derived snow cover area using different MODIS products

Journal

GEOCARTO INTERNATIONAL
Volume 37, Issue 27, Pages 18474-18490

Publisher

TAYLOR & FRANCIS LTD
DOI: 10.1080/10106049.2022.2142962

Keywords

Scatterometer satellite (SCATSAT-1); moderate resolution imaging spectroradiometer (MODIS); validation; artificial neural network (ANN); near-real time snow cover monitoring

Funding

  1. Teachers Associateship for Research Excellence (TARE) Project by Science and Engineering Research Board (SERB), Govt. of India [TAR/2019/000354]
  2. Women Scientist Scheme-A (WOS-A) Project by Department of Science and Technology (DST), Govt. of India [SR/WOS-A/ET-55/2019]

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In this study, the scatterometer satellite (SCATSAT-1) was used to estimate and validate the near-real-time snow cover area (SCA) in the Western Himalayas, India. The experimental results showed the potential of SCATSAT-1 in estimating SCA and suggested the use of different MODIS products for reference and validation in different scenarios. The findings indicated that SCATSAT-1 can provide near-real-time mapping and monitoring of large-scale snow extent globally, even under cloudy conditions.
In the present work, the scatterometer satellite (SCATSAT-1) has been implemented and validated to provide the near-real-time estimation of snow cover area (SCA) in the Western Himalayas, India. The SCA derived from standalone SCATSAT-1 L4 (Level-4 India) products, i.e. sigma-nought (sigma degrees), and gamma-nought (gamma degrees) has been validated with different MODIS products individually, i.e. MOD02 L1B (calibrated-radiances) derived NDSI (normalized difference snow index), MOD10A1 L3 (daily composite snow cover), and MOD10A2 L3 (8-Day composite snow cover). The experimental outcomes confirm the potential of SCATSAT-1 in estimating the SCA with respect to other MODIS products and also, suggested the utilization of the different MODIS products for referencing/validation in different scenarios. The findings of this paper suggest that SCATSAT-1 offers the near real-time mapping and monitoring of large-scale snow extent at the global level even under cloudy conditions.

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