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 …
SMOS-IC data record of soil moisture and L-VOD: Historical development, applications and perspectives
Passive microwave remote sensing observations at L-band provide key and global
information on surface soil moisture and vegetation water content, which are related to the …
information on surface soil moisture and vegetation water content, which are related to the …
[HTML][HTML] ERA5-Land: A state-of-the-art global reanalysis dataset for land applications
Abstract Framed within the Copernicus Climate Change Service (C3S) of the European
Commission, the European Centre for Medium-Range Weather Forecasts (ECMWF) is …
Commission, the European Centre for Medium-Range Weather Forecasts (ECMWF) is …
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 …
Machine learning information fusion in Earth observation: A comprehensive review of methods, applications and data sources
This paper reviews the most important information fusion data-driven algorithms based on
Machine Learning (ML) techniques for problems in Earth observation. Nowadays we …
Machine Learning (ML) techniques for problems in Earth observation. Nowadays we …
[HTML][HTML] Evaluation of 18 satellite-and model-based soil moisture products using in situ measurements from 826 sensors
Abstract Information about the spatiotemporal variability of soil moisture is critical for many
purposes, including monitoring of hydrologic extremes, irrigation scheduling, and prediction …
purposes, including monitoring of hydrologic extremes, irrigation scheduling, and prediction …
Triple collocation-based merging of satellite soil moisture retrievals
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 …
passive microwave instruments based on weighted averaging taking into account the error …
A new SMAP soil moisture and vegetation optical depth product (SMAP-IB): Algorithm, assessment and inter-comparison
Passive microwave remote sensing at L-band (1.4 GHz) provides an unprecedented
opportunity to estimate global surface soil moisture (SM) and vegetation water content (via …
opportunity to estimate global surface soil moisture (SM) and vegetation water content (via …
Overview of SMOS performance in terms of global soil moisture monitoring after six years in operation
Abstract The Soil Moisture and Ocean Salinity satellite (SMOS) was launched in November
2009 and started delivering data in January 2010. The commissioning phase ended in May …
2009 and started delivering data in January 2010. The commissioning phase ended in May …
Map** tree canopy cover and aboveground biomass in Sudano-Sahelian woodlands using Landsat 8 and random forest
Accurate and timely maps of tree cover attributes are important tools for environmental
research and natural resource management. We evaluate the utility of Landsat 8 for …
research and natural resource management. We evaluate the utility of Landsat 8 for …