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 …

Ground, proximal, and satellite remote sensing of soil moisture

E Babaeian, M Sadeghi, SB Jones… - Reviews of …, 2019 - Wiley Online Library
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 …

Remote sensing of drought: Progress, challenges and opportunities

A AghaKouchak, A Farahmand, FS Melton… - Reviews of …, 2015 - Wiley Online Library
This review surveys current and emerging drought monitoring approaches using satellite
remote sensing observations from climatological and ecosystem perspectives. We argue …

Investigating soil moisture–climate interactions in a changing climate: A review

SI Seneviratne, T Corti, EL Davin, M Hirschi… - Earth-Science …, 2010 - Elsevier
Soil moisture is a key variable of the climate system. It constrains plant transpiration and
photosynthesis in several regions of the world, with consequent impacts on the water …

The ASCAT soil moisture product: A review of its specifications, validation results, and emerging applications

W Wagner, S Hahn, R Kidd, T Melzer… - Meteorologische …, 2013 - repositum.tuwien.at
Many physical, chemical and biological processes taking place at the land surface are
strongly influenced by the amount of water stored within the upper soil layers. Therefore …

The International Soil Moisture Network: a data hosting facility for global in situ soil moisture measurements

WA Dorigo, W Wagner, R Hohensinn… - Hydrology and Earth …, 2011 - hess.copernicus.org
In situ measurements of soil moisture are invaluable for calibrating and validating land
surface models and satellite-based soil moisture retrievals. In addition, long-term time series …

State of the art in large‐scale soil moisture monitoring

TE Ochsner, MH Cosh, RH Cuenca… - Soil Science Society …, 2013 - Wiley Online Library
Soil moisture is an essential climate variable influencing land–atmosphere interactions, an
essential hydrologic variable impacting rainfall–runoff processes, an essential ecological …

Global monitoring of the vegetation dynamics from the Vegetation Optical Depth (VOD): A review

F Frappart, JP Wigneron, X Li, X Liu, A Al-Yaari, L Fan… - Remote Sensing, 2020 - mdpi.com
Vegetation is a key element in the energy, water and carbon balances over the land
surfaces and is strongly impacted by climate change and anthropogenic effects. Remotely …

From calibration to parameter learning: Harnessing the scaling effects of big data in geoscientific modeling

WP Tsai, D Feng, M Pan, H Beck, K Lawson… - Nature …, 2021 - nature.com
The behaviors and skills of models in many geosciences (eg, hydrology and ecosystem
sciences) strongly depend on spatially-varying parameters that need calibration. A well …

Advancing data assimilation in operational hydrologic forecasting: progresses, challenges, and emerging opportunities

Y Liu, AH Weerts, M Clark… - Hydrology and earth …, 2012 - hess.copernicus.org
Data assimilation (DA) holds considerable potential for improving hydrologic predictions as
demonstrated in numerous research studies. However, advances in hydrologic DA research …