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 …

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 …

[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 …

A practical method for reducing terrain effect on land surface temperature using random forest regression

W Zhao, SB Duan, A Li, G Yin - Remote sensing of environment, 2019 - Elsevier
Land surface temperature (LST) plays a key role in connecting land surface energy and
water exchanges with near-surface atmosphere. However, the spatial distribution of LST …

Variability in annual temperature cycle in the urban areas of the United States as revealed by MODIS imagery

P Fu, Q Weng - ISPRS journal of photogrammetry and remote sensing, 2018 - Elsevier
Due to its large spatial coverage and frequent revisit, satellite-derived land surface
temperature (LST) has been recently used to explore annual temperature cycle (ATC) …

An analysis of land surface temperature trends in the central Himalayan region based on MODIS products

W Zhao, J He, Y Wu, D Xiong, F Wen, A Li - Remote Sensing, 2019 - mdpi.com
The scientific community has widely reported the impacts of climate change on the Central
Himalaya. To qualify and quantify these effects, long-term land surface temperature …

A moisture-based triangle approach for estimating surface evaporative fraction with time-series of remotely sensed data

R Tang, ZL Li, M Liu, Y Jiang, Z Peng - Remote Sensing of Environment, 2022 - Elsevier
Evapotranspiration (ET) is a primary process for water and heat transfer between the land
and atmosphere. The spatial contextual information-based surface temperature versus …

Evapotranspiration acquired with remote sensing thermal-based algorithms: a state-of-the-art review

V García-Santos, JM Sánchez, J Cuxart - Remote Sensing, 2022 - mdpi.com
Almost fifty years have passed since the idea to retrieve a value for Evapotranspiration (ET)
using remote sensing techniques was first considered. Numerous ET models have been …

Normalization of the temporal effect on the MODIS land surface temperature product using random forest regression

W Zhao, H Wu, G Yin, SB Duan - ISPRS Journal of Photogrammetry and …, 2019 - Elsevier
Abstract Information about land surface temperature (LST) acquired from remote sensing
satellite observations is very important to monitor surface energy and water exchange …

Evaluation of the Penman-Monteith and other 34 reference evapotranspiration equations under limited data in a semiarid dry climate

K Djaman, M O'Neill, L Diop, A Bodian, S Allen… - Theoretical and Applied …, 2019 - Springer
Reference evapotranspiration (ETo) is an important parameter in hydrological, agricultural,
and environmental studies. Accurate estimation of ETo helps to improve water management …