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[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 …
The evapotranspiration process in green roofs: A review
Previous research has shown that most of the green roof benefits are related to the cooling
effect. In the literature available, however, it is still not clear how and how much the …
effect. In the literature available, however, it is still not clear how and how much the …
Evapotranspiration evaluation models based on machine learning algorithms—A comparative study
The constant need to increase agricultural production, together with the more and more
frequent drought events in many areas of the world, requires a more careful assessment of …
frequent drought events in many areas of the world, requires a more careful assessment of …
Forecasting evapotranspiration in different climates using ensembles of recurrent neural networks
Accurate ahead evapotranspiration forecasting is crucial for irrigation planning, for wetlands,
agricultural and forest habitats preservation, and for water resource management. Deep …
agricultural and forest habitats preservation, and for water resource management. Deep …
Estimating actual, potential, reference crop and pan evaporation using standard meteorological data: a pragmatic synthesis
This guide to estimating daily and monthly actual, potential, reference crop and pan
evaporation covers topics that are of interest to researchers, consulting hydrologists and …
evaporation covers topics that are of interest to researchers, consulting hydrologists and …
High atmospheric demand for water can limit forest carbon uptake and transpiration as severely as dry soil
When stressed by low soil water content (SWC) or high vapor pressure deficit (VPD), plants
close stomata, reducing transpiration and photosynthesis. However, it has historically been …
close stomata, reducing transpiration and photosynthesis. However, it has historically been …
Multi-site evaluation of terrestrial evaporation models using FLUXNET data
We evaluated the performance of four commonly applied land surface evaporation models
using a high-quality dataset of selected FLUXNET towers. The models that were examined …
using a high-quality dataset of selected FLUXNET towers. The models that were examined …
Carbon dioxide reduction from green roofs: A comprehensive review of processes, factors, and quantitative methods
Green roofs can mitigate climate change through various mechanisms, including carbon
sequestration, thermal process regulation, and building energy savings. While those …
sequestration, thermal process regulation, and building energy savings. While those …
MODIS-driven estimation of terrestrial latent heat flux in China based on a modified Priestley–Taylor algorithm
Because of China's large size, satellite observations are necessary for estimation of the land
surface latent heat flux (LE). We describe here a satellite-driven Priestley–Taylor (PT)-based …
surface latent heat flux (LE). We describe here a satellite-driven Priestley–Taylor (PT)-based …
Intercomparison and evaluation of ten global ET products at site and basin scales
Evapotranspiration (ET) is a key variable in terrestrial water, energy and carbon cycles. ET
products have proliferated. This study evaluates ten monthly, globally available products …
products have proliferated. This study evaluates ten monthly, globally available products …