[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 …

Remote sensing of earth's energy budget: Synthesis and review

S Liang, D Wang, T He, Y Yu - International Journal of Digital Earth, 2019 - Taylor & Francis
The Earth's climate is largely determined by its energy budget. Since the 1960s, satellite
remote sensing has been used in estimating these energy budget components at both the …

Persistent and enhanced carbon sequestration capacity of alpine grasslands on Earth's Third Pole

Y Wang, J Xiao, Y Ma, J Ding, X Chen, Z Ding… - Science …, 2023 - science.org
The carbon sequestration capacity of alpine grasslands, composed of alpine meadows and
steppes, in the Tibetan Plateau has an essential role in regulating the regional carbon cycle …

The role of climate change and vegetation greening on evapotranspiration variation in the Yellow River Basin, China

F Zhao, S Ma, Y Wu, L Qiu, W Wang, Y Lian… - Agricultural and Forest …, 2022 - Elsevier
Actual evapotranspiration (ET) plays a key role in the water cycle and energy balance, and it
is also sensitive to climate and land use changes due to its explicit link with multiple land …

The role of climate change and vegetation greening on the variation of terrestrial evapotranspiration in northwest China's Qilian Mountains

L Yang, Q Feng, JF Adamowski, MR Alizadeh… - Science of the Total …, 2021 - Elsevier
Terrestrial evapotranspiration (ET a) reflects the complex interactions of climate, vegetation,
soil and terrain and is a critical component in water and energy cycles. However, the manner …

Exploring the contribution of environmental factors to evapotranspiration dynamics in the Three-River-Source region, China

Y Zhao, Y Chen, C Wu, G Li, M Ma, L Fan, H Zheng… - Journal of …, 2023 - Elsevier
Evapotranspiration (ET) exerts substantial effects on terrestrial ecosystem carbon and water
cycles. A deep understanding of the spatial and temporal variability in ET and its dominant …

[HTML][HTML] Spatial-temporal variations of terrestrial evapotranspiration across China from 2000 to 2019

J Fu, Y Gong, W Zheng, J Zou, M Zhang… - Science of the Total …, 2022 - Elsevier
Terrestrial evapotranspiration (ET) refers to a key process in the hydrological cycle by which
water is transferred from the Earth's surface to lower atmosphere. With spatiotemporal …

Spatial variations in soil-water carrying capacity of three typical revegetation species on the Loess Plateau, China

X Jia, M Shao, D Yu, Y Zhang, A Binley - Agriculture, Ecosystems & …, 2019 - Elsevier
Re-vegetation is a necessary control measure of soil erosion in the Loess Plateau. However,
excessive re-vegetation can aggravate soil water shortage, which can in turn threaten the …

Evolution of potential evapotranspiration and its sensitivity to climate change based on the Thornthwaite, Hargreaves, and Penman–Monteith equation in …

Y Li, Y Qin, P Rong - Atmospheric Research, 2022 - Elsevier
Global warming intensifies the water cycle and regional water condition differences by
changing the surface environment. The ecological system in environmental sensitive areas …

Coupling physical constraints with machine learning for satellite-derived evapotranspiration of the Tibetan Plateau

K Shang, Y Yao, Z Di, K Jia, X Zhang, JB Fisher… - Remote Sensing of …, 2023 - Elsevier
More accurate and process-based satellite evapotranspiration (ET) estimation for the
Tibetan Plateau (TP)—the Third Pole of the world—have long been of major interest in …