[HTML][HTML] A review of machine learning models and influential factors for estimating evapotranspiration using remote sensing and ground-based data
In the era of water scarcity and severe droughts, the accurate estimation of
evapotranspiration (ET) is crucial for the efficient management of water resources …
evapotranspiration (ET) is crucial for the efficient management of water resources …
Advancements in Remote Sensing Imagery Applications for Precision Management in Olive Growing: A Systematic Review
This systematic review explores the role of remote sensing technology in addressing the
requirements of sustainable olive growing, set against the backdrop of growing global food …
requirements of sustainable olive growing, set against the backdrop of growing global food …
[HTML][HTML] Machine learning models to predict daily actual evapotranspiration of citrus orchards under regulated deficit irrigation
Precise estimations of actual evapotranspiration (ET a) are essential for various
environmental issues, including those related to agricultural ecosystem sustainability and …
environmental issues, including those related to agricultural ecosystem sustainability and …
Remote sensing vegetation indices-driven models for sugarcane evapotranspiration estimation in the semiarid Ethiopian Rift Valley
Evapotranspiration (ET), which represents water loss due to soil evaporation and crop
transpiration, is a critical hydrological parameter for managing available water resources in …
transpiration, is a critical hydrological parameter for managing available water resources in …
Evaluating capabilities of the spline and cubic spline interpolation functions in reference evapotranspiration estimation implementing satellite image data
One of the most critical parameters for estimating the water consumption of plants in water
cycle, is the reference evapotranspiration (ET0), which allows more accurate prediction and …
cycle, is the reference evapotranspiration (ET0), which allows more accurate prediction and …
Satellite Remote Sensing Tools for Drought Assessment in Vineyards and Olive Orchards: A Systematic Review
Vineyards and olive groves are two of the most important Mediterranean crops, not only for
their economic value but also for their cultural and environmental significance, playing a …
their economic value but also for their cultural and environmental significance, playing a …
[HTML][HTML] Estimating actual crop evapotranspiration by using satellite images coupled with hybrid deep learning-based models in potato fields
L Keabetswe, Y He, C Li, Z Zhou - Agricultural Water Management, 2024 - Elsevier
Estimating actual crop evapotranspiration (ET c act) is a fundamental requirement for
effective crop water management, aiming to achieve precision irrigation amidst changing …
effective crop water management, aiming to achieve precision irrigation amidst changing …
Application of a cloud removal algorithm for snow-covered areas from daily MODIS imagery over Andes Mountains
C Mattar, R Fuster, T Perez - Atmosphere, 2022 - mdpi.com
Snow cover area is dramatically decreasing across the Los Andes Mountains and the most
relevant water reservoir under drought conditions. In this sense, monitoring of snow cover is …
relevant water reservoir under drought conditions. In this sense, monitoring of snow cover is …
[HTML][HTML] MODIS Evapotranspiration Forecasting Using ARIMA and ANN Approach at a Water-Stressed Irrigation Scheme in South Africa
The forecasting of evapotranspiration (ET) in some water-stressed regions remains a major
challenge due to the lack of reliable and sufficient historical datasets. For efficient water …
challenge due to the lack of reliable and sufficient historical datasets. For efficient water …
Are raw satellite bands and machine learning all you need to retrieve actual evapotranspiration?
Accurately estimating latent heat flux (LE) is crucial for achieving efficiency in irrigation. It is a
fundamental component in determining the actual evapotranspiration (ETa), which in turn …
fundamental component in determining the actual evapotranspiration (ETa), which in turn …