Soil moisture at 30 m from multiple satellite datasets fused by random forest
JOURNAL OF HYDROLOGY（2023）
Abstract
•RF-SM framework outperforms the four coarse-scale SM products.•RF-SM framework is a robust ML algorithm for SM retrieval and downscaling.•The spatial pattern of RF-SM results has high spatial heterogeneity at the field scale.
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Key words
Soil moisture,High spatial resolution,Machine learning,Agricultural drought
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