[HTML][HTML] A roadmap for high-resolution satellite soil moisture applications–confronting product characteristics with user requirements
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 …
range of applications. The scientific community has made significant progress in estimating …
Satellite remote sensing for water resources management: Potential for supporting sustainable development in data‐poor regions
Water resources management (WRM) for sustainable development presents many
challenges in areas with sparse in situ monitoring networks. The exponential growth of …
challenges in areas with sparse in situ monitoring networks. The exponential growth of …
Soil moisture measuring techniques and factors affecting the moisture dynamics: A comprehensive review
The amount of surface soil moisture (SSM) is a crucial ecohydrological natural resource that
regulates important land surface processes. It affects critical land–atmospheric phenomena …
regulates important land surface processes. It affects critical land–atmospheric phenomena …
Downscaling SMAP soil moisture estimation with gradient boosting decision tree regression over the Tibetan Plateau
Abstract The Soil Moisture Active Passive (SMAP) satellite can no longer directly deliver
high-resolution (9 km) soil moisture products with the failure of the onboard L-band radar …
high-resolution (9 km) soil moisture products with the failure of the onboard L-band radar …
Ground observation-based analysis of soil moisture spatiotemporal variability across a humid to semi-humid transitional zone in China
Little measurement-based soil moisture information is available for the humid to semi-humid
transitional zones in China. Anhui Province is a representative area of these zones and …
transitional zones in China. Anhui Province is a representative area of these zones and …
Deep learning-based soil moisture retrieval in conus using cygnss delay–doppler maps
National Aeronautics and Space Administration's Cyclone Global Navigation Satellite
System (CYGNSS) mission has gained significant attention within the land remote sensing …
System (CYGNSS) mission has gained significant attention within the land remote sensing …
TPE-CatBoost: An adaptive model for soil moisture spatial estimation in the main maize-producing areas of China with multiple environment covariates
Maize is one of the major crops in China. The soil water content (SWC) in the root zone of
maize is a critical indicator that guides agricultural production decisions and can affect …
maize is a critical indicator that guides agricultural production decisions and can affect …
Insuring crops from space: the potential of satellite-retrieved soil moisture to reduce farmers' drought risk exposure
Crop producers face significant and increasing drought risks. We evaluate whether
insurances based on globally and freely available satellite-retrieved soil moisture data can …
insurances based on globally and freely available satellite-retrieved soil moisture data can …
Soil moisture content estimation in winter wheat planting area for multi-source sensing data using CNNR
J Guo, Q Bai, W Guo, Z Bu, W Zhang - Computers and Electronics in …, 2022 - Elsevier
Rapid and accurate estimation of soil moisture content (SMC) is an important part of
precision agriculture, and it is also one of the key problems to be solved in field real-time …
precision agriculture, and it is also one of the key problems to be solved in field real-time …
Soil moisture at 30 m from multiple satellite datasets fused by random forest
J Ning, Y Yao, Q Tang, Y Li, JB Fisher, X Zhang… - Journal of …, 2023 - Elsevier
As a key variable used to characterize the climate process between the land surface and
atmosphere, the surface soil moisture (SM) plays an irreplaceable role in the fields of …
atmosphere, the surface soil moisture (SM) plays an irreplaceable role in the fields of …