[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 …

[HTML][HTML] A review of root zone soil moisture estimation methods based on remote sensing

M Li, H Sun, R Zhao - Remote Sensing, 2023 - mdpi.com
Root zone soil moisture (RZSM) controls vegetation transpiration and hydraulic distribution
processes and plays a key role in energy and water exchange between land surface and …

Multi-layer high-resolution soil moisture estimation using machine learning over the United States

L Karthikeyan, AK Mishra - Remote Sensing of Environment, 2021 - Elsevier
The lack of proper understanding of multi-layer soil moisture (SM) profile (signals) remains a
persistent challenge in sustainable agricultural water management and food security …

Estimation of root zone soil moisture from ground and remotely sensed soil information with multisensor data fusion and automated machine learning

E Babaeian, S Paheding, N Siddique… - Remote sensing of …, 2021 - Elsevier
Root zone soil moisture (RZSM) estimation and monitoring based on high spatial resolution
remote sensing information such as obtained with an Unmanned Aerial System (UAS) is of …

Physics‐constrained machine learning of evapotranspiration

WL Zhao, P Gentine, M Reichstein… - Geophysical …, 2019 - Wiley Online Library
Estimating ecosystem evapotranspiration (ET) is important to understanding the global water
cycle and to study land‐atmosphere interactions. We developed a physics constrained …

Satellite soil moisture for agricultural drought monitoring: Assessment of the SMOS derived Soil Water Deficit Index

J Martínez-Fernández, A González-Zamora… - Remote Sensing of …, 2016 - Elsevier
Drought is a major cause of limited agricultural productivity and of crop yield uncertainty
throughout the world. For that reason, agricultural drought research and monitoring are of …

More accurate specification of water supply shows its importance for global crop production

J Proctor, A Rigden, D Chan, P Huybers - Nature Food, 2022 - nature.com
Warming temperatures tend to damage crop yields, yet the influence of water supply on
global yields and its relation to temperature stress remains unclear. Here we use satellite …

Remotely sensed soil moisture can capture dynamics relevant to plant water uptake

AF Feldman, DJ Short Gianotti, J Dong… - Water Resources …, 2023 - Wiley Online Library
A frequently expressed viewpoint across the Earth science community is that global soil
moisture estimates from satellite L‐band (1.4 GHz) measurements represent moisture only …

[HTML][HTML] Comprehensive quality assessment of satellite-and model-based soil moisture products against the COSMOS network in Germany

T Schmidt, M Schrön, Z Li, T Francke… - Remote Sensing of …, 2024 - Elsevier
Critical to the reliable application of gridded soil moisture products is a thorough assessment
of their quality at spatially compatible scales. While previous studies have attempted to …

Remote sensing, geophysics, and modeling to support precision agriculture—part 2: irrigation management

A Pradipta, P Soupios, N Kourgialas, M Doula, Z Dokou… - Water, 2022 - mdpi.com
Food and water security are considered the most critical issues globally due to the projected
population growth placing pressure on agricultural systems. Because agricultural activity is …