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 …

Evolution of the ESA CCI Soil Moisture climate data records and their underlying merging methodology

A Gruber, T Scanlon, R Van Der Schalie… - Earth System …, 2019 - essd.copernicus.org
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 …

[HTML][HTML] Evaluation of 18 satellite-and model-based soil moisture products using in situ measurements from 826 sensors

HE Beck, M Pan, DG Miralles… - Hydrology and Earth …, 2021 - hess.copernicus.org
Abstract Information about the spatiotemporal variability of soil moisture is critical for many
purposes, including monitoring of hydrologic extremes, irrigation scheduling, and prediction …

Triple collocation-based merging of satellite soil moisture retrievals

A Gruber, WA Dorigo, W Crow… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
We propose a method for merging soil moisture retrievals from spaceborne active and
passive microwave instruments based on weighted averaging taking into account the error …

Evaluation of the ESA CCI soil moisture product using ground-based observations

WA Dorigo, A Gruber, RAM De Jeu, W Wagner… - Remote Sensing of …, 2015 - Elsevier
In this study we evaluate the skill of a new, merged soil moisture product (ECV_SM) that has
been developed in the framework of the European Space Agency's Water Cycle Multi …

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 …

The soil moisture data bank: The ground-based, model-based, and satellite-based soil moisture data

A Tavakol, KR McDonough, V Rahmani… - Remote Sensing …, 2021 - Elsevier
Soil moisture is a critical component of the climate system due to the link it provides between
atmospheric and terrestrial energy, water, and carbon cycles. A better understanding of …

Global automated quality control of in situ soil moisture data from the International Soil Moisture Network

WA Dorigo, A Xaver, M Vreugdenhil… - Vadose Zone …, 2013 - pubs.geoscienceworld.org
Abstract The International Soil Moisture Network (ISMN) was initiated in 2009 to support
calibration and validation of remote sensing products and land surface models, and to …

Global soil moisture data derived through machine learning trained with in-situ measurements

R Orth - Scientific Data, 2021 - nature.com
While soil moisture information is essential for a wide range of hydrologic and climate
applications, spatially-continuous soil moisture data is only available from satellite …

Validation of the ASCAT Soil Water Index using in situ data from the International Soil Moisture Network

C Paulik, W Dorigo, W Wagner, R Kidd - International journal of applied …, 2014 - Elsevier
Soil moisture is an essential climate variable and a key parameter in hydrology, meteorology
and agriculture. Surface Soil Moisture (SSM) can be estimated from measurements taken by …