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 …

A deep learning approach based on physical constraints for predicting soil moisture in unsaturated zones

Y Wang, W Wang, Z Ma, M Zhao, W Li… - Water Resources …, 2023 - Wiley Online Library
Water transport in the unsaturated zone is an important part of the hydrological cycle and is
the link between the atmosphere‒soil‐groundwater for material and energy transport. The …

Spatial and temporal variations in soil moisture for a tamarisk stand under groundwater control in a hyper-arid region

X Yi, J Luo, P Wang, X Guo, Y Deng, T Du, H Wang… - Water, 2023 - mdpi.com
In hyper-arid regions, soil moisture's role in ecohydrological processes can differ
significantly from that in arid or semi-arid ecosystems. We investigated the spatial–temporal …

Two-stage Gaussian Process Regression (2sGPR) for the generation of surrogate values in meteorological measurements

G Hein, DE Hollermann - 2023 - IET
Dealing with corrupted or missing data points is a common challenge in time-dependent
data, such as wind speed and temperature measurements. Our study introduces a two-stage …