Satellite remote sensing of global land surface temperature: Definition, methods, products, and applications

ZL Li, H Wu, SB Duan, W Zhao, H Ren… - Reviews of …, 2023 - Wiley Online Library
Land surface temperature (LST) is a crucial parameter that reflects land–atmosphere
interaction and has thus attracted wide interest from geoscientists. Owing to the rapid …

[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 …

Coupled estimation of 500 m and 8-day resolution global evapotranspiration and gross primary production in 2002–2017

Y Zhang, D Kong, R Gan, FHS Chiew… - Remote sensing of …, 2019 - Elsevier
Accurate quantification of terrestrial evapotranspiration (ET) is essential to understand the
Earth's energy and water budgets under climate change. However, despite water and …

Remote sensing algorithms for estimation of fractional vegetation cover using pure vegetation index values: A review

L Gao, X Wang, BA Johnson, Q Tian, Y Wang… - ISPRS Journal of …, 2020 - Elsevier
Green fractional vegetation cover (fc) is an important phenotypic factor in the fields of
agriculture, forestry, and ecology. Spatially explicit monitoring of fc via relative vegetation …

A review of remote sensing based actual evapotranspiration estimation

K Zhang, JS Kimball… - Wiley interdisciplinary …, 2016 - Wiley Online Library
Evapotranspiration is a major component of the global water cycle and provides a critical
nexus between terrestrial water, carbon and surface energy exchanges. Evapotranspiration …

Evolution of evapotranspiration models using thermal and shortwave remote sensing data

JM Chen, J Liu - Remote Sensing of Environment, 2020 - Elsevier
Evapotranspiration (ET) from the land surface is an important component of the terrestrial
hydrological cycle. Since the advent of Earth observation by satellites, various models have …

Physics‐constrained machine learning of evapotranspiration

WL Zhao, P Gentine, M Reichstein… - Geophysical …, 2019 - Wiley Online Library
Estimating ecosystem evapotranspiration (ET) is important to understanding the global water
cycle and to study land‐atmosphere interactions. We developed a physics constrained …

Estimation of soil moisture from optical and thermal remote sensing: A review

D Zhang, G Zhou - Sensors, 2016 - mdpi.com
As an important parameter in recent and numerous environmental studies, soil moisture
(SM) influences the exchange of water and energy at the interface between the land surface …

Uncertainty in evapotranspiration from land surface modeling, remote sensing, and GRACE satellites

D Long, L Longuevergne… - Water Resources …, 2014 - Wiley Online Library
Proliferation of evapotranspiration (ET) products warrants comparison of these products. The
study objective was to assess uncertainty in ET output from four land surface models (LSMs) …

[HTML][HTML] Evapotranspiration estimation with remote sensing and various surface energy balance algorithms—A review

YA Liou, SK Kar - Energies, 2014 - mdpi.com
With the advent of new satellite technology, the radiative energy exchanges between Sun,
Earth, and space may now be quantified accurately. Nevertheless, much less is known …