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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 …
Ground, proximal, and satellite remote sensing of soil moisture
Soil moisture (SM) is a key hydrologic state variable that is of significant importance for
numerous Earth and environmental science applications that directly impact the global …
numerous Earth and environmental science applications that directly impact the global …
Evolution of the ESA CCI Soil Moisture climate data records and their underlying merging methodology
The European Space Agency's Climate Change Initiative for Soil Moisture (ESA CCI SM)
merging algorithm generates consistent quality-controlled long-term (1978–2018) climate …
merging algorithm generates consistent quality-controlled long-term (1978–2018) climate …
[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 …
[HTML][HTML] Validation practices for satellite soil moisture retrievals: What are (the) errors?
This paper presents a community effort to develop good practice guidelines for the validation
of global coarse-scale satellite soil moisture products. We provide theoretical background, a …
of global coarse-scale satellite soil moisture products. We provide theoretical background, a …
ESA CCI Soil Moisture for improved Earth system understanding: State-of-the art and future directions
Abstract Climate Data Records of soil moisture are fundamental for improving our
understanding of long-term dynamics in the coupled water, energy, and carbon cycles over …
understanding of long-term dynamics in the coupled water, energy, and carbon cycles over …
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 …
A 21-year dataset (2000–2020) of gap-free global daily surface soil moisture at 1-km grid resolution
Global soil moisture estimates from current satellite missions are suffering from inherent
discontinuous observations and coarse spatial resolution, which limit applications especially …
discontinuous observations and coarse spatial resolution, which limit applications especially …
Toward global soil moisture monitoring with Sentinel-1: Harnessing assets and overcoming obstacles
Soil moisture is a key environmental variable, important to, eg, farmers, meteorologists, and
disaster management units. Here, we present a method to retrieve surface soil moisture …
disaster management units. Here, we present a method to retrieve surface soil moisture …
The future of Earth observation in hydrology
In just the past 5 years, the field of Earth observation has progressed beyond the offerings of
conventional space-agency-based platforms to include a plethora of sensing opportunities …
conventional space-agency-based platforms to include a plethora of sensing opportunities …