Modeling hydro-climatic changes of evapotranspiration over a semi-arid river basin of India

Parametric models of actual evapotranspiration (AET) based on precipitation (P) and potential evapotranspiration (PET) are region-specific and purely climate-induced and limited to represent the hydrological water balances. Basin-averaged model parameters considering P, AET, and runoff (R) using a m...

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Autores principales: S. Rehana, G. Sireesha Naidu, N. T. Monish, U. Sowjanya
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Publicado: IWA Publishing 2021
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Acceso en línea:https://doaj.org/article/16a3c156521847f687fe29c91fadb7b0
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spelling oai:doaj.org-article:16a3c156521847f687fe29c91fadb7b02021-11-05T18:31:11ZModeling hydro-climatic changes of evapotranspiration over a semi-arid river basin of India2040-22442408-935410.2166/wcc.2020.173https://doaj.org/article/16a3c156521847f687fe29c91fadb7b02021-03-01T00:00:00Zhttp://jwcc.iwaponline.com/content/12/2/502https://doaj.org/toc/2040-2244https://doaj.org/toc/2408-9354Parametric models of actual evapotranspiration (AET) based on precipitation (P) and potential evapotranspiration (PET) are region-specific and purely climate-induced and limited to represent the hydrological water balances. Basin-averaged model parameters considering P, AET, and runoff (R) using a machine learning algorithm, ensemble regression model, is proposed. Hydrologically calibrated model parameters allowed the study of AET under alterations of water use for current and for future scenarios under climate change. The effect of climate, water, and land use changes on AET was studied for the post-change period of 2004–2014 compared to pre-change period of 1965–2003 over Krishna river basin (KRB), India. The AET has increased under climate and water use changes while there is both increase and decreases of AET under land use changes for post-change period compared to pre-change period over the basin. Severe water shortages were estimated under pronounced increase of temperature (1.29 °C) compared to precipitation increase (2.19%) based on Coordinated Regional Downscaling Experiment (CORDEX) projections for the period 2021–2060. Hydrologically induced AET changes were more pronounced than climate for current climate; whereas climate-induced AET changes were found to be more prominent for projected climate signals over the basin.S. RehanaG. Sireesha NaiduN. T. MonishU. SowjanyaIWA Publishingarticlebudyko hypothesiscordexpcrasterregional circulation modelsthornthwaite modelEnvironmental technology. Sanitary engineeringTD1-1066Environmental sciencesGE1-350ENJournal of Water and Climate Change, Vol 12, Iss 2, Pp 502-520 (2021)
institution DOAJ
collection DOAJ
language EN
topic budyko hypothesis
cordex
pcraster
regional circulation models
thornthwaite model
Environmental technology. Sanitary engineering
TD1-1066
Environmental sciences
GE1-350
spellingShingle budyko hypothesis
cordex
pcraster
regional circulation models
thornthwaite model
Environmental technology. Sanitary engineering
TD1-1066
Environmental sciences
GE1-350
S. Rehana
G. Sireesha Naidu
N. T. Monish
U. Sowjanya
Modeling hydro-climatic changes of evapotranspiration over a semi-arid river basin of India
description Parametric models of actual evapotranspiration (AET) based on precipitation (P) and potential evapotranspiration (PET) are region-specific and purely climate-induced and limited to represent the hydrological water balances. Basin-averaged model parameters considering P, AET, and runoff (R) using a machine learning algorithm, ensemble regression model, is proposed. Hydrologically calibrated model parameters allowed the study of AET under alterations of water use for current and for future scenarios under climate change. The effect of climate, water, and land use changes on AET was studied for the post-change period of 2004–2014 compared to pre-change period of 1965–2003 over Krishna river basin (KRB), India. The AET has increased under climate and water use changes while there is both increase and decreases of AET under land use changes for post-change period compared to pre-change period over the basin. Severe water shortages were estimated under pronounced increase of temperature (1.29 °C) compared to precipitation increase (2.19%) based on Coordinated Regional Downscaling Experiment (CORDEX) projections for the period 2021–2060. Hydrologically induced AET changes were more pronounced than climate for current climate; whereas climate-induced AET changes were found to be more prominent for projected climate signals over the basin.
format article
author S. Rehana
G. Sireesha Naidu
N. T. Monish
U. Sowjanya
author_facet S. Rehana
G. Sireesha Naidu
N. T. Monish
U. Sowjanya
author_sort S. Rehana
title Modeling hydro-climatic changes of evapotranspiration over a semi-arid river basin of India
title_short Modeling hydro-climatic changes of evapotranspiration over a semi-arid river basin of India
title_full Modeling hydro-climatic changes of evapotranspiration over a semi-arid river basin of India
title_fullStr Modeling hydro-climatic changes of evapotranspiration over a semi-arid river basin of India
title_full_unstemmed Modeling hydro-climatic changes of evapotranspiration over a semi-arid river basin of India
title_sort modeling hydro-climatic changes of evapotranspiration over a semi-arid river basin of india
publisher IWA Publishing
publishDate 2021
url https://doaj.org/article/16a3c156521847f687fe29c91fadb7b0
work_keys_str_mv AT srehana modelinghydroclimaticchangesofevapotranspirationoverasemiaridriverbasinofindia
AT gsireeshanaidu modelinghydroclimaticchangesofevapotranspirationoverasemiaridriverbasinofindia
AT ntmonish modelinghydroclimaticchangesofevapotranspirationoverasemiaridriverbasinofindia
AT usowjanya modelinghydroclimaticchangesofevapotranspirationoverasemiaridriverbasinofindia
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