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Spatial downscaling of satellite soil moisture products based on apparent thermal inertia: Considering the effect of vegetation condition

Zhongzheng Zhu,Yanchen Bo, Tongtong Sun

JOURNAL OF HYDROLOGY（2023）

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Abstract
•Apparent Thermal Inertia (ATI)-based soil moisture downscaling methods suffer from the vegetation effect problem.•A vegetation adjusted method for ATI-based satellite soil moisture downscaling is proposed.•The satellite soil moisture product was bias-corrected before downscaling.•The downscaled 1 km resolution soil moisture is nearly unbiased and free of vegetation effect.
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Key words
Downscaling,Soil moisture,Apparent thermal inertia,Enhanced vegetation index,ESA CCI SM
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