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• W3106519072 abstract "Abstract Reference evapotranspiration (ET o ) is a basic element for hydrological designing and agricultural water resources management. The FAO56 recommended Penman–Monteith (FAO56-PM) formula recognized worldwide as the robust and standard model for calculating ET o . However, the use of the FAO56-PM model is restricted in some data-scarce regions like Bangladesh. Therefore, it is imperative to find an optimal alternative for estimating ET o against FAO56-PM model. This study comprehensively compared the performance of 13 empirical models (Hargreaves–Samani, HargreavesM1, Hargreaves M2, Berti, WMO, Abtew, Irmak 1, Irmak 2, Makkink, Priestley-Taylor, Jensen–Haise, Tabari and Turc) by using statistical criteria for 38-years dataset from 1980 to 2017 in Bangladesh. The radiation-based model proposed by Abtew (ET o,6 ) was selected as an optimal alternative in all the sub-regions and whole Bangladesh against FAO56-PM model owing to its high accuracy, reliability in outlining substantial spatiotemporal variations of ET o , with very well linearly correlation with the FAO56-PM and the least errors. The importance degree analysis of 13 models based on the random forest (RF) also depicted that Abtew (ET o,6 ) is the most reliable and robust model for ET o computation in different sub-regions. Validation of the optimal alternative produced the largest correlation coefficient of 0.989 between ET o,s and ET o,6 and confirmed that Abtew (ET o,6 ) is the best suitable method for ET o calculation in Bangladesh." @default.
• W3106519072 created "2020-11-23" @default.
• W3106519072 creator A5015126001 @default.
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• W3106519072 date "2020-11-19" @default.
• W3106519072 modified "2023-10-18" @default.
• W3106519072 title "The optimal alternative for quantifying reference evapotranspiration in climatic sub-regions of Bangladesh" @default.
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• W3106519072 doi "https://doi.org/10.1038/s41598-020-77183-y" @default.
• W3106519072 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/7678841" @default.
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