A review of spatial downscaling of satellite remotely sensed soil moisture
Satellite remote sensing technology has been widely used to estimate surface soil moisture.
Numerous efforts have been devoted to develop global soil moisture products. However …
Numerous efforts have been devoted to develop global soil moisture products. However …
Spatially enhanced passive microwave derived soil moisture: Capabilities and opportunities
Low frequency passive microwave remote sensing is a proven technology for providing soil
moisture estimates, but the coarse resolution of its data restricts the range of applications …
moisture estimates, but the coarse resolution of its data restricts the range of applications …
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 …
Downscaling SMAP radiometer soil moisture over the CONUS using an ensemble learning method
P Abbaszadeh, H Moradkhani… - Water Resources …, 2019 - Wiley Online Library
Soil moisture plays a critical role in improving the weather and climate forecast and
understanding terrestrial ecosystem processes. It is a key hydrologic variable in agricultural …
understanding terrestrial ecosystem processes. It is a key hydrologic variable in agricultural …
Seamless downscaling of the ESA CCI soil moisture data at the daily scale with MODIS land products
Spatial downscaling has recently become a crucial process in the regional application of
coarse-resolution passive microwave surface soil moisture (SSM) products. Extensive gaps …
coarse-resolution passive microwave surface soil moisture (SSM) products. Extensive gaps …
SMOS disaggregated soil moisture product at 1 km resolution: Processor overview and first validation results
Abstract The SMOS (Soil Moisture and Ocean Salinity) mission provides surface soil
moisture (SM) maps at a mean resolution of~ 50 km. However, agricultural applications …
moisture (SM) maps at a mean resolution of~ 50 km. However, agricultural applications …
Towards improved spatio-temporal resolution soil moisture retrievals from the synergy of SMOS and MSG SEVIRI spaceborne observations
Earth Observation (EO) technology is today at a maturity level that allows deriving
operational estimates of Surface Soil Moisture (SSM) from a variety of sensors; yet, such …
operational estimates of Surface Soil Moisture (SSM) from a variety of sensors; yet, such …
Comprehensive analysis of alternative downscaled soil moisture products
Recent advances in L-band passive microwave remote sensing provide an unprecedented
opportunity to monitor soil moisture at~ 40 km spatial resolution around the globe …
opportunity to monitor soil moisture at~ 40 km spatial resolution around the globe …
Remote sensing of water resources in semi-arid Mediterranean areas: The joint international laboratory TREMA
Monitoring of water resources and a better understanding of the eco-hydrological processes
governing their dynamics are necessary to anticipate and develop measures to adapt to …
governing their dynamics are necessary to anticipate and develop measures to adapt to …
A 1-km daily surface soil moisture dataset of enhanced coverage under all-weather conditions over China in 2003–2019
Surface soil moisture (SSM) is crucial for understanding the hydrological process of our
earth surface. Passive microwave (PM) technique has long been the primary tool for …
earth surface. Passive microwave (PM) technique has long been the primary tool for …