A Machine Learning Based Reconstruction Method for Satellite Remote Sensing of Soil Moisture Images with In Situ Observations
Author:
Publisher
MDPI AG
Subject
General Earth and Planetary Sciences
Link
http://www.mdpi.com/2072-4292/9/5/484/pdf
Reference55 articles.
1. Satellite remote sensing applications for surface soil moisture monitoring: A review
2. Thornthwaite Moisture Index Modeling to Estimate the Implication of Climate Change on Pavement Deterioration
3. Initializing numerical weather prediction models with satellite-derived surface soil moisture: Data assimilation experiments with ECMWF's Integrated Forecast System and the TMI soil moisture data set
4. A Global Dataset of Palmer Drought Severity Index for 1870–2002: Relationship with Soil Moisture and Effects of Surface Warming
5. Soil moisture: A critical focus for global change studies
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