Spatial–temporal modeling of root zone soil moisture dynamics in a vineyard using machine learning and remote sensing
High-resolution spatial–temporal root zone soil moisture (RZSM) information collected at
different scales is useful for a variety of agricultural, hydrologic, and climate applications …
different scales is useful for a variety of agricultural, hydrologic, and climate applications …
[HTML][HTML] The daily soil water content monitoring of cropland in irrigation area using Sentinel-2/3 spatio-temporal fusion and machine learning
R Du, Y Xiang, J Chen, X Lu, F Zhang, Z Zhang… - International Journal of …, 2024 - Elsevier
Understanding soil moisture dynamics is crucial for crop growth. The digital mapping of field
soil moisture distribution provides valuable information for agricultural water management …
soil moisture distribution provides valuable information for agricultural water management …
A pixel-wise calculation of soil evaporative efficiency with thermal/optical remote sensing and meteorological reanalysis data for downscaling microwave soil moisture
H Sun, J Gao - Agricultural Water Management, 2023 - Elsevier
Soil evaporative efficiency (SEE) was estimated as the relative difference of soil temperature
(T s) to its maximum (T s max) and minimum (T s min) values at 'minimum and maximum'soil …
(T s) to its maximum (T s max) and minimum (T s min) values at 'minimum and maximum'soil …
Tree's detection & health's assessment from ultra-high resolution UAV imagery and deep learning
Detection and classification of crown trees properties and assessment of their health status
have raised much interest for the scientists from the forest and environmental sciences due …
have raised much interest for the scientists from the forest and environmental sciences due …
An integrated GIS-hydro modeling methodology for surface runoff exploitation via small-scale reservoirs
K Kalogeropoulos, N Stathopoulos, A Psarogiannis… - Water, 2020 - mdpi.com
Efficient and sustainable exploitation of water resources requires the adoption of innovative
and contemporary management techniques, a need that becomes even more demanding …
and contemporary management techniques, a need that becomes even more demanding …
A First Exploration of the Ts/VI “Analytical Triangle” Technique with UAV Imagery for Deriving Key Surface Energy Balance Parameters at Very High Spatial Resolution
Knowledge on the spatiotemporal patterns of surface energy balance parameters is crucial
for understanding climate system processes. To this end, the assimilation of Earth …
for understanding climate system processes. To this end, the assimilation of Earth …
Extending our understanding on the retrievals of surface energy fluxes and surface soil moisture from the “triangle” technique
GP Petropoulos - Environmental Modelling & Software, 2024 - Elsevier
The present study demonstrates the capability of an inversion modelling scheme so-called
the “triangle” to retrieve spatiotemporal estimates of surface energy fluxes and soil surface …
the “triangle” to retrieve spatiotemporal estimates of surface energy fluxes and soil surface …
Spatial soil moisture estimation in agro-pastoral transitional zone based on synergistic use of SAR and optical-thermal satellite images
HH Nguyen, S Cho, M Choi - Agricultural and Forest Meteorology, 2022 - Elsevier
Abstract Synthetic Aperture Radar (SAR) Sentinel-1 (S1) surface soil moisture (SSM)
retrieval is promising but challenging in canopy areas. Additional data from optical-thermal …
retrieval is promising but challenging in canopy areas. Additional data from optical-thermal …
[HTML][HTML] Random forests with bagging and genetic algorithms coupled with least trimmed squares regression for soil moisture deficit using SMOS satellite soil moisture
Soil Moisture Deficit (SMD) is a key indicator of soil water content changes and is valuable to
a variety of applications, such as weather and climate, natural disasters, agricultural water …
a variety of applications, such as weather and climate, natural disasters, agricultural water …
An Examination of the SMAP Operational Soil Moisture Products Accuracy at the Tibetan Plateau
KAK Deng, GP Petropoulos, Y Bao, A Pavlides… - Remote Sensing, 2022 - mdpi.com
Surface soil moisture (SSM) plays an essential role in the Earth's water cycle and land
surface processes as well as in vegetative growth, ecological health, and ecosystem …
surface processes as well as in vegetative growth, ecological health, and ecosystem …