Satellite remote sensing of global land surface temperature: Definition, methods, products, and applications
Land surface temperature (LST) is a crucial parameter that reflects land–atmosphere
interaction and has thus attracted wide interest from geoscientists. Owing to the rapid …
interaction and has thus attracted wide interest from geoscientists. Owing to the rapid …
Applications of remote sensing in precision agriculture: A review
Agriculture provides for the most basic needs of humankind: food and fiber. The introduction
of new farming techniques in the past century (eg, during the Green Revolution) has helped …
of new farming techniques in the past century (eg, during the Green Revolution) has helped …
Deep learning in environmental remote sensing: Achievements and challenges
Various forms of machine learning (ML) methods have historically played a valuable role in
environmental remote sensing research. With an increasing amount of “big data” from earth …
environmental remote sensing research. With an increasing amount of “big data” from earth …
The International Soil Moisture Network: serving Earth system science for over a decade
W Dorigo, I Himmelbauer, D Aberer… - Hydrology and Earth …, 2021 - hess.copernicus.org
In 2009, the International Soil Moisture Network (ISMN) was initiated as a community effort,
funded by the European Space Agency, to serve as a centralised data hosting facility for …
funded by the European Space Agency, to serve as a centralised data hosting facility for …
[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 …
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 …
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 …
[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 …
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 …
Toward global soil moisture monitoring with Sentinel-1: Harnessing assets and overcoming obstacles
B Bauer-Marschallinger, V Freeman… - … on Geoscience and …, 2018 - ieeexplore.ieee.org
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 …