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 …
Soil moisture remote sensing: State‐of‐the‐science
Core Ideas Satellites, particularly at L‐band frequency, can globally map near‐surface soil
moisture. Near‐surface moisture is extended to the root zone using models and data …
moisture. Near‐surface moisture is extended to the root zone using models and data …
A spatial downscaling approach for the SMAP passive surface soil moisture product using random forest regression
The low-resolution characteristic of passive microwave surface soil moisture (SSM) products
greatly limits their application in many fields at regional or local scale. Aiming to overcome …
greatly limits their application in many fields at regional or local scale. Aiming to overcome …
Generation of spatially complete and daily continuous surface soil moisture of high spatial resolution
Surface soil moisture (SSM), as a vital variable for water and heat exchanges between the
land surface and the atmosphere, is essential for agricultural production and drought …
land surface and the atmosphere, is essential for agricultural production and drought …
Drought monitoring using high spatial resolution soil moisture data over Australia in 2015–2019
Drought is one of the major hazards that could have a significant impact on agriculture. In
this study, two drought indices at high spatial resolution: Soil Water Deficit Index (SWDI) and …
this study, two drought indices at high spatial resolution: Soil Water Deficit Index (SWDI) and …
A global 1‐km downscaled SMAP soil moisture product based on thermal inertia theory
Microwave remote sensing technology has been applied to produce soil moisture (SM)
retrievals on a global scale for various studies and applications. However, due to the …
retrievals on a global scale for various studies and applications. However, due to the …
Soil moisture at watershed scale: Remote sensing techniques
Soil moisture at high spatial resolution is required for various land processes related studies.
However, currently the resolution of passive microwave retrieved soil moisture is low …
However, currently the resolution of passive microwave retrieved soil moisture is low …
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 …
Spatial downscaling of SMAP soil moisture using MODIS land surface temperature and NDVI during SMAPVEX15
The Soil Moisture Active Passive (SMAP) mission provides a global surface soil moisture
(SM) product at 36-km resolution from its L-band radiometer. While the coarse resolution is …
(SM) product at 36-km resolution from its L-band radiometer. While the coarse resolution is …