[HTML][HTML] A roadmap for high-resolution satellite soil moisture applications–confronting product characteristics with user requirements

J Peng, C Albergel, A Balenzano, L Brocca… - Remote Sensing of …, 2021 - Elsevier
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 …

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 …

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 …

GLEAM v3: Satellite-based land evaporation and root-zone soil moisture

B Martens, DG Miralles, H Lievens… - Geoscientific Model …, 2017 - gmd.copernicus.org
The Global Land Evaporation Amsterdam Model (GLEAM) is a set of algorithms dedicated to
the estimation of terrestrial evaporation and root-zone soil moisture from satellite data. Ever …

ESA CCI Soil Moisture for improved Earth system understanding: State-of-the art and future directions

W Dorigo, W Wagner, C Albergel, F Albrecht… - Remote Sensing of …, 2017 - Elsevier
Abstract Climate Data Records of soil moisture are fundamental for improving our
understanding of long-term dynamics in the coupled water, energy, and carbon cycles over …

[HTML][HTML] Validation practices for satellite soil moisture retrievals: What are (the) errors?

A Gruber, G De Lannoy, C Albergel, A Al-Yaari… - Remote sensing of …, 2020 - Elsevier
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 …

[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 …

Satellite surface soil moisture from SMAP, SMOS, AMSR2 and ESA CCI: A comprehensive assessment using global ground-based observations

H Ma, J Zeng, N Chen, X Zhang, MH Cosh… - Remote Sensing of …, 2019 - Elsevier
Comprehensive assessments on the reliability of remotely sensed soil moisture products are
undeniably essential for their advancement and application. With the establishment of …

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 …

Soil moisture remote sensing: State‐of‐the‐science

BP Mohanty, MH Cosh, V Lakshmi… - Vadose Zone …, 2017 - Wiley Online Library
Core Ideas Satellites, particularly at L‐band frequency, can globally map near‐surface soil
moisture. Near‐surface moisture is extended to the root zone using models and data …