Soil moisture retrieval from remote sensing measurements: Current knowledge and directions for the future
Soil moisture (SM) is an essential parameter for understanding the interactions and
feedbacks between the atmosphere and the Earth's surface through energy and water …
feedbacks between the atmosphere and the Earth's surface through energy and water …
Multi-sensor remote sensing for drought characterization: current status, opportunities and a roadmap for the future
Satellite based remote sensing offers one of the few approaches able to monitor the spatial
and temporal development of regional to continental scale droughts. A unique element of …
and temporal development of regional to continental scale droughts. A unique element of …
The role of space-based observations for groundwater resource monitoring over Africa
A Springer, T Lopez, M Owor, F Frappart… - Surveys in Geophysics, 2023 - Springer
Africa is particularly vulnerable to climate change impacts, which threatens food security,
ecosystem protection and restoration initiatives, and fresh water resources availability and …
ecosystem protection and restoration initiatives, and fresh water resources availability and …
Generating surface soil moisture at 30 m spatial resolution using both data fusion and machine learning toward better water resources management at the field scale
Soil moisture has a considerable impact on the hydrological cycle, runoff generation,
drought development, and water resources management. Soil moisture products provided …
drought development, and water resources management. Soil moisture products provided …
Multi-layer high-resolution soil moisture estimation using machine learning over the United States
L Karthikeyan, AK Mishra - Remote Sensing of Environment, 2021 - Elsevier
The lack of proper understanding of multi-layer soil moisture (SM) profile (signals) remains a
persistent challenge in sustainable agricultural water management and food security …
persistent challenge in sustainable agricultural water management and food security …
[HTML][HTML] A 1 km daily soil moisture dataset over China using in situ measurement and machine learning
High-quality gridded soil moisture products are essential for many Earth system science
applications, while the recent reanalysis and remote sensing soil moisture data are often …
applications, while the recent reanalysis and remote sensing soil moisture data are often …
A first assessment of satellite and reanalysis estimates of surface and root-zone soil moisture over the permafrost region of Qinghai-Tibet Plateau
Long-term and high-quality surface soil moisture (SSM) and root-zone soil moisture (RZSM)
data is crucial for understanding the land-atmosphere interactions of the Qinghai-Tibet …
data is crucial for understanding the land-atmosphere interactions of the Qinghai-Tibet …
Remotely sensed soil moisture can capture dynamics relevant to plant water uptake
AF Feldman, DJ Short Gianotti, J Dong… - Water Resources …, 2023 - Wiley Online Library
A frequently expressed viewpoint across the Earth science community is that global soil
moisture estimates from satellite L‐band (1.4 GHz) measurements represent moisture only …
moisture estimates from satellite L‐band (1.4 GHz) measurements represent moisture only …
Evaluation of satellite and reanalysis estimates of surface and root-zone soil moisture in croplands of Jiangsu Province, China
High-quality and long-term surface soil moisture (SSM) and root-zone soil moisture (RZSM)
data are critical for agricultural water management of Jiangsu province, which is a major …
data are critical for agricultural water management of Jiangsu province, which is a major …
Sentinel-1 soil moisture at 1 km resolution: a validation study
This study presents an assessment of a pre-operational soil moisture product at 1 km
resolution derived from satellite data acquired by the European Radar Observatory Sentinel …
resolution derived from satellite data acquired by the European Radar Observatory Sentinel …