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 …
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 …
Towards precision agriculture: IoT-enabled intelligent irrigation systems using deep learning neural network
Recently, precision agriculture has gained substantial attention due to the ever-growing
world population demands for food and water. Consequently, farmers will need water and …
world population demands for food and water. Consequently, farmers will need water and …
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 …
[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 …
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 …
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 …
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 …
Evaluation of the ESA CCI soil moisture product using ground-based observations
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 …
been developed in the framework of the European Space Agency's Water Cycle Multi …