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A roadmap for high-resolution satellite soil moisture applications - confronting product characteristics with user requirements

期刊

REMOTE SENSING OF ENVIRONMENT
卷 252, 期 -, 页码 -

出版社

ELSEVIER SCIENCE INC
DOI: 10.1016/j.rse.2020.112162

关键词

Soil moisture; Remote sensing; Coarse resolution; High resolution; Hydrology

资金

  1. Scientific Exploitation of Operational Missions Program of the European Space Agency through the project Exploitation of S-1 for Surface Soil Moisture Retrieval at High Resolution [4000118762/16/I-NB]
  2. Research Foundation Flanders [FWO-1224320N, FWO-1530019N]
  3. NASA SMAP mission
  4. ESA Climate Change Initiative Soil Moisture
  5. UK Natural Environment Research Council [NE/S017380/1]
  6. TOSCA program
  7. SMOS mission

向作者/读者索取更多资源

Soil moisture observations from satellite data are important for various applications, and significant progress has been made in estimating soil moisture. However, there is a need for further development of high-resolution soil moisture products to meet the requirements of different disciplines.
Soil moisture observations are of broad scientific interest and practical value for a wide range of applications. The scientific community has made significant progress in estimating soil moisture from satellite-based Earth observation data, particularly in operationalizing coarse-resolution (25-50 km) soil moisture products. This review summarizes existing applications of satellite-derived soil moisture products and identifies gaps between the characteristics of currently available soil moisture products and the application requirements from various disciplines. We discuss the efforts devoted to the generation of high-resolution soil moisture products from satellite Synthetic Aperture Radar (SAR) data such as Sentinel-1 C-band backscatter observations and/or through downscaling of existing coarse-resolution microwave soil moisture products. Open issues and future opportunities of satellite-derived soil moisture are discussed, providing guidance for further development of operational soil moisture products and bridging the gap between the soil moisture user and supplier communities.

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