Improving high uncertainty of evapotranspiration products under extreme climatic conditions based on deep learning and ERA5 reanalysis data
L Qian, X Yu, L Wu, Z Zhang, S Fan, R Du, X Liu… - Journal of …, 2024 - Elsevier
Abstract Accurate quantification of Terrestrial Evapotranspiration (ET) is crucial for
understanding global water resource management amid climate change. However, against …
understanding global water resource management amid climate change. However, against …
Altered landscape pattern dominates the declined urban evapotranspiration trend
Urbanization has significantly altered the regional hydrological cycle and thermal
environment. However, the response of urban evapotranspiration (ET u) to these altered …
environment. However, the response of urban evapotranspiration (ET u) to these altered …
Response of surface energy components to urban heatwaves and its impact on human comfort in coastal city
Heatwaves become more intensive and frequent due to global warming, but their impact on
energy components, such as sensible heat flux and latent heat flux, and human discomfort …
energy components, such as sensible heat flux and latent heat flux, and human discomfort …
Spatial and temporal variation of three Eddy-Covariance flux footprints in a Tropical Dry Forest
Abstract Tropical Dry Forest (TDF) is a distinctive ecosystem characterized by distinct
seasonal changes, primarily composed of deciduous trees adapted to endure prolonged …
seasonal changes, primarily composed of deciduous trees adapted to endure prolonged …
A novel hybrid deep learning framework for evaluating field evapotranspiration considering the impact of soil salinity
Y Rong, W Wang, P Wu, P Wang… - Water Resources …, 2024 - Wiley Online Library
Accurate evaluation of evapotranspiration (ET) is crucial for efficient agricultural water
management. Data‐driven models exhibit strong predictive ET capabilities, yet significant …
management. Data‐driven models exhibit strong predictive ET capabilities, yet significant …
Integrated Assessment of the Runoff and Heat Mitigation Effects of Vegetation in an Urban Residential Area
Urban vegetation has an essential role in maintaining the hydrological and energy balance.
These processes in urban areas have been long overlooked due to the fragmentation and …
These processes in urban areas have been long overlooked due to the fragmentation and …
State-of-The-Art Machine Learning Models for Geospatial Analysis: A Systematic Review of Urban and Environmental Studies
A Shaamala, T Yigitcanlar, A Nili… - Available at SSRN … - papers.ssrn.com
The application of machine learning (ML) algorithms in the field of geospatial analysis has
witnessed a significant upsurge, particularly during the last five years. This is linked to …
witnessed a significant upsurge, particularly during the last five years. This is linked to …