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[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 …
[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 …
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
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 …
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
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 …
remote sensing information such as obtained with an Unmanned Aerial System (UAS) is of …
Physics‐constrained machine learning of evapotranspiration
Estimating ecosystem evapotranspiration (ET) is important to understanding the global water
cycle and to study land‐atmosphere interactions. We developed a physics constrained …
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
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 …
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
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 …
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
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 …
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
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 …
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
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 …
population growth placing pressure on agricultural systems. Because agricultural activity is …