[HTML][HTML] A review of machine learning models and influential factors for estimating evapotranspiration using remote sensing and ground-based data

S Amani, H Shafizadeh-Moghadam - Agricultural Water Management, 2023 - Elsevier
In the era of water scarcity and severe droughts, the accurate estimation of
evapotranspiration (ET) is crucial for the efficient management of water resources …

Global change effects on humid tropical forests: Evidence for biogeochemical and biodiversity shifts at an ecosystem scale

DF Cusack, J Karpman, D Ashdown… - Reviews of …, 2016 - Wiley Online Library
Government and international agencies have highlighted the need to focus global change
research efforts on tropical ecosystems. However, no recent comprehensive review exists …

Evaluation of global terrestrial evapotranspiration using state-of-the-art approaches in remote sensing, machine learning and land surface modeling

S Pan, N Pan, H Tian, P Friedlingstein… - Hydrology and Earth …, 2020 - hess.copernicus.org
Evapotranspiration (ET) is critical in linking global water, carbon and energy cycles.
However, direct measurement of global terrestrial ET is not feasible. Here, we first reviewed …

Global ammonia emissions from synthetic nitrogen fertilizer applications in agricultural systems: Empirical and process‐based estimates and uncertainty

R Xu, H Tian, S Pan, SA Prior, Y Feng… - Global change …, 2019 - Wiley Online Library
Excessive ammonia (NH3) emitted from nitrogen (N) fertilizer applications in global
croplands plays an important role in atmospheric aerosol production, resulting in visibility …

Water scarcity and social conflict

K Unfried, K Kis-Katos, T Poser - Journal of Environmental Economics and …, 2022 - Elsevier
Climate change and the increasing demand of water intensify the global water cycle, altering
the distribution of water in space and time. This is expected to result in wet areas getting …

Synthesis of global actual evapotranspiration from 1982 to 2019

A Elnashar, L Wang, B Wu, W Zhu… - Earth System Science …, 2021 - essd.copernicus.org
As a linkage among water, energy, and carbon cycles, global actual evapotranspiration (ET)
plays an essential role in agriculture, water resource management, and climate change …

Evaluating the role of evapotranspiration remote sensing data in improving hydrological modeling predictability

MR Herman, AP Nejadhashemi, M Abouali… - Journal of …, 2018 - Elsevier
As the global demands for the use of freshwater resources continues to rise, it has become
increasingly important to insure the sustainability of this resources. This is accomplished …

Combination of limited meteorological data for predicting reference crop evapotranspiration using artificial neural network method

A Elbeltagi, A Nagy, S Mohammed, CB Pande… - Agronomy, 2022 - mdpi.com
Reference crop evapotranspiration (ETo) is an important component of the hydrological
cycle that is used for water resource planning, irrigation, and agricultural management, as …

[HTML][HTML] The global N2O model intercomparison project

H Tian, J Yang, C Lu, R Xu… - Bulletin of the …, 2018 - journals.ametsoc.org
Battaglia, G., and F. Joos, 2018: Marine N 2 O emissions from nitrification and denitrification
constrained by modern observations and projected in multimillennial global warming …

Exploring association and forecasting of evapotranspiration based on meteorological factors over megacity Lahore (Pakistan) and central place of Indo-Gangetic …

U Waris, S Sarif, SA Batool - Environment, Development and Sustainability, 2024 - Springer
Any change in a meteorological variable can affect an environmental element's
evapotranspiration over time. This paper studies the dynamic causal relationships between …