[HTML][HTML] Alp-valley and elevation effects on the reference evapotranspiration and the dominant climate controls in Red River Basin, China: Insights from geographical …

J Chen, J Zhang, J Peng, L Zou, Y Fan, F Yang… - Journal of Hydrology, 2023 - Elsevier
Complicated topography can drastically affect the geographical distribution of evaporation,
runoff production, water cycle, and water security guarantee. However, whether the …

Nation-scale reference evapotranspiration estimation by using deep learning and classical machine learning models in China

J Dong, Y Zhu, X Jia, X Han, J Qiao, C Bai, X Tang - Journal of Hydrology, 2022 - Elsevier
Accurately estimating the reference evapotranspiration (ET 0) is a basic requirement for
precision irrigation and the correct planning of regional water resources. This study aimed to …

Soil erosion and hydroclimatic hazards in major African port cities: the case study of Tangier

A Salhi, Y El Hasnaoui, P Pérez Cutillas, E Heggy - Scientific Reports, 2023 - nature.com
Land degradation and soil erosion are becoming increasingly problematic in Africa's rapidly
develo** urban areas, particularly in Major Port Cities. Uncontrolled expansion and …

Estimating daily reference evapotranspiration using a novel hybrid deep learning model

L **ng, N Cui, L Guo, T Du, D Gong, C Zhan, L Zhao… - Journal of …, 2022 - Elsevier
Reference evapotranspiration (ET 0) is usually employed for estimating actual crop ET
together with crop coefficients (K c). However, it is necessary to explore an alternative model …

A multi-decadal national scale assessment of reference evapotranspiration methods in continental and temperate climate zones of South Korea

E Lee, SMM Sadeghi, A Deljouei, MJ Cohen - Journal of Hydrology, 2023 - Elsevier
Agricultural water resource management and hydrological models rely heavily on reference
evapotranspiration (ET 0), which is typically calculated using FAO-56 Penman-Monteith …

[HTML][HTML] Growing soil erosion risks and their role in modulating catastrophic floods in North Africa

A Salhi, S Benabdelouahab, E Heggy - International Journal of Applied …, 2024 - Elsevier
Intensifying hydroclimatic changes in North Africa are causing unprecedented floods,
droughts, and land degradation patterns that are increasingly associated with human …

Resolving data-hungry nature of machine learning reference evapotranspiration estimating models using inter-model ensembles with various data management …

MY Chia, YF Huang, CH Koo - Agricultural Water Management, 2022 - Elsevier
Over the past decade, there has been an increasing research on the use of machine
learning tools for estimating reference crop evapotranspiration (ET o). However, due to the …

Soil erosion assessment using the RUSLE model for better planning: a case study from Morocco

A Okacha, A Salhi, K Arari, K El Badaoui… - Modeling Earth Systems …, 2023 - Springer
Wise decisions depend on accurate and up-to-date scientific guidance. The ability to react,
the accuracy, and the effectiveness of the measures adopted depend on it, particularly in the …

Exploring machine learning and multi-task learning to estimate meteorological data and reference evapotranspiration across Brazil

LB Ferreira, FF da Cunha, EI Fernandes Filho - Agricultural Water …, 2022 - Elsevier
Reference evapotranspiration (ETo) can be estimated using the FAO56-Penman-Monteith
(FAO56-PM) equation but it requires commonly unavailable meteorological data. Therefore …

Refining erosion assessment with NDVI-based modeling: a case study in diverse climatic zones

A Okacha, A Salhi - Mediterranean Geoscience Reviews, 2024 - Springer
Estimating soil erodibility (C-Factor) in data-scarce regions is complex due to the lack of
appropriate and abundant data, as well as the variability in climatic and land cover …