Local and global sensitivity analysis and its contributing factors in reference crop evapotranspiration

Sensitivity analysis (SA) intends to identify the key meteorological variables that affect the performance of reference crop evapotranspiration (ET0) models. It is of importance in assessing the variability of meteorological variables and ET0, especially in the face of increasing climate uncertainti...

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Main Authors: Yong, Stephen Luo Sheng, Ng, Jing Lin, Huang, Yuk Feng, Ang, Chun Kit, Mirzaei, Majid, Ahmed, Ali Najah
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Published: IWA Publishing 2023
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Online Access:http://eprints.um.edu.my/38308/
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spelling my.um.eprints.383082024-06-24T04:44:17Z http://eprints.um.edu.my/38308/ Local and global sensitivity analysis and its contributing factors in reference crop evapotranspiration Yong, Stephen Luo Sheng Ng, Jing Lin Huang, Yuk Feng Ang, Chun Kit Mirzaei, Majid Ahmed, Ali Najah TD Environmental technology. Sanitary engineering Sensitivity analysis (SA) intends to identify the key meteorological variables that affect the performance of reference crop evapotranspiration (ET0) models. It is of importance in assessing the variability of meteorological variables and ET0, especially in the face of increasing climate uncertainties. However, the surging of inconsistencies resulting from global changes in meteorological conditions due to climate change have impacted the ET0 model estimation in different regions, with detrimental effects on water resources and crop production. Therefore, efficient SA is necessary to evaluate the impact of changes in meteorological variables that influence ET0 model estimation. This mini review analyses the various SA methods applied in the field of ET0, based on a comprehensive and comparative analysis of existing SA methods from all around the world. The study discusses the advantages and disadvantages of each SA method, as well as the factors affecting the SA of ET0. The study also provides future prospects that may contribute to more solid and powerful analysis for ET0 model estimations and conclusions. IWA Publishing 2023-04 Article PeerReviewed Yong, Stephen Luo Sheng and Ng, Jing Lin and Huang, Yuk Feng and Ang, Chun Kit and Mirzaei, Majid and Ahmed, Ali Najah (2023) Local and global sensitivity analysis and its contributing factors in reference crop evapotranspiration. Water Supply, 23 (4). pp. 1672-1683. ISSN 1606-9749, DOI https://doi.org/10.2166/ws.2023.086 <https://doi.org/10.2166/ws.2023.086>. 10.2166/ws.2023.086
institution Universiti Malaya
building UM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaya
content_source UM Research Repository
url_provider http://eprints.um.edu.my/
topic TD Environmental technology. Sanitary engineering
spellingShingle TD Environmental technology. Sanitary engineering
Yong, Stephen Luo Sheng
Ng, Jing Lin
Huang, Yuk Feng
Ang, Chun Kit
Mirzaei, Majid
Ahmed, Ali Najah
Local and global sensitivity analysis and its contributing factors in reference crop evapotranspiration
description Sensitivity analysis (SA) intends to identify the key meteorological variables that affect the performance of reference crop evapotranspiration (ET0) models. It is of importance in assessing the variability of meteorological variables and ET0, especially in the face of increasing climate uncertainties. However, the surging of inconsistencies resulting from global changes in meteorological conditions due to climate change have impacted the ET0 model estimation in different regions, with detrimental effects on water resources and crop production. Therefore, efficient SA is necessary to evaluate the impact of changes in meteorological variables that influence ET0 model estimation. This mini review analyses the various SA methods applied in the field of ET0, based on a comprehensive and comparative analysis of existing SA methods from all around the world. The study discusses the advantages and disadvantages of each SA method, as well as the factors affecting the SA of ET0. The study also provides future prospects that may contribute to more solid and powerful analysis for ET0 model estimations and conclusions.
format Article
author Yong, Stephen Luo Sheng
Ng, Jing Lin
Huang, Yuk Feng
Ang, Chun Kit
Mirzaei, Majid
Ahmed, Ali Najah
author_facet Yong, Stephen Luo Sheng
Ng, Jing Lin
Huang, Yuk Feng
Ang, Chun Kit
Mirzaei, Majid
Ahmed, Ali Najah
author_sort Yong, Stephen Luo Sheng
title Local and global sensitivity analysis and its contributing factors in reference crop evapotranspiration
title_short Local and global sensitivity analysis and its contributing factors in reference crop evapotranspiration
title_full Local and global sensitivity analysis and its contributing factors in reference crop evapotranspiration
title_fullStr Local and global sensitivity analysis and its contributing factors in reference crop evapotranspiration
title_full_unstemmed Local and global sensitivity analysis and its contributing factors in reference crop evapotranspiration
title_sort local and global sensitivity analysis and its contributing factors in reference crop evapotranspiration
publisher IWA Publishing
publishDate 2023
url http://eprints.um.edu.my/38308/
_version_ 1805881104584933376
score 13.211869