FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4367296148> ?p ?o ?g. }

• W4367296148 endingPage "107836" @default.
• W4367296148 startingPage "107836" @default.
• W4367296148 abstract "Reference Evapotranspiration (ETo) is a complex, dynamic and non-linear hydrological process. Accurate estimation of ETo has long been an eminent topic of interest in the research community for its importance in effective planning and sustainable water resource management. Although the FAO-56 Penman-Monteith (PM) equation has been accepted as a standard equation for ETo measurement, the primary concern that inhibits the applicability of this equation is the requirement for all the climatological variables, which might not be available at a given location. Owning to the remarkable success and accuracy achieved by Artificial Intelligence (AI) in almost every sphere, scientists have proposed the usage AI models for ETo prediction as an alternate to the conventional methods. This comprehensive review will serve to raise awareness regarding the various state-of-the-art standalone AI frameworks, along with capturing the intriguing developments in the advanced AI space such as the hybrid and ensemble models, evolutionary models and a range of optimization techniques. The results from the publications published over the last 15 years (2007–2022) for ETo prediction using AI under varied agro-climatic scenarios have been analysed and synthesized. The advantages and disadvantages of the established AI techniques have been discussed in each subsection. Some of the derived insights and major findings are discussed along with the future research recommendations. This review will not only provide a research vision for the novice researchers in the applicability of the aforementioned techniques, in context of ETo prediction, but also be helpful as a compilation of the AI modelling studies for ETo prediction for the established water resource engineers and hydrologists." @default.
• W4367296148 created "2023-04-29" @default.
• W4367296148 creator A5001135954 @default.
• W4367296148 creator A5001979100 @default.
• W4367296148 creator A5031080592 @default.
• W4367296148 date "2023-06-01" @default.
• W4367296148 modified "2023-10-16" @default.
• W4367296148 title "A review of the Artificial Intelligence (AI) based techniques for estimating reference evapotranspiration: Current trends and future perspectives" @default.
• W4367296148 cites W1109078837 @default.
• W4367296148 cites W1504044713 @default.
• W4367296148 cites W1596717185 @default.
• W4367296148 cites W1812453514 @default.
• W4367296148 cites W1968225287 @default.
• W4367296148 cites W1969055292 @default.
• W4367296148 cites W1969763679 @default.
• W4367296148 cites W1970360626 @default.
• W4367296148 cites W1971371955 @default.
• W4367296148 cites W1972641521 @default.
• W4367296148 cites W1974182808 @default.
• W4367296148 cites W1974696541 @default.
• W4367296148 cites W1975220059 @default.
• W4367296148 cites W1975336843 @default.
• W4367296148 cites W1976744965 @default.
• W4367296148 cites W1983113775 @default.
• W4367296148 cites W1983793215 @default.
• W4367296148 cites W1984835133 @default.
• W4367296148 cites W1984974391 @default.
• W4367296148 cites W1985052984 @default.
• W4367296148 cites W1985817801 @default.
• W4367296148 cites W1988121422 @default.
• W4367296148 cites W1988518729 @default.
• W4367296148 cites W1988984080 @default.
• W4367296148 cites W1990505197 @default.
• W4367296148 cites W1992176519 @default.
• W4367296148 cites W1992656882 @default.
• W4367296148 cites W1995749487 @default.
• W4367296148 cites W1996878377 @default.
• W4367296148 cites W2000621522 @default.
• W4367296148 cites W2001063743 @default.
• W4367296148 cites W2003095444 @default.
• W4367296148 cites W2004280321 @default.
• W4367296148 cites W2006104326 @default.
• W4367296148 cites W2007495462 @default.
• W4367296148 cites W2009547963 @default.
• W4367296148 cites W2010778044 @default.
• W4367296148 cites W2012206420 @default.
• W4367296148 cites W2019207321 @default.
• W4367296148 cites W2021432630 @default.
• W4367296148 cites W2022054570 @default.
• W4367296148 cites W2023275573 @default.
• W4367296148 cites W2025651937 @default.
• W4367296148 cites W2032495377 @default.
• W4367296148 cites W2032734256 @default.
• W4367296148 cites W2033506705 @default.
• W4367296148 cites W2034514375 @default.
• W4367296148 cites W2037855854 @default.
• W4367296148 cites W2041243118 @default.
• W4367296148 cites W2044120844 @default.
• W4367296148 cites W2046911155 @default.
• W4367296148 cites W2050044094 @default.
• W4367296148 cites W2055107850 @default.
• W4367296148 cites W2058621438 @default.
• W4367296148 cites W2060816813 @default.
• W4367296148 cites W2061438946 @default.
• W4367296148 cites W2062631119 @default.
• W4367296148 cites W2063109543 @default.
• W4367296148 cites W2063851248 @default.
• W4367296148 cites W2064231542 @default.
• W4367296148 cites W2066776898 @default.
• W4367296148 cites W2070427882 @default.
• W4367296148 cites W2070493638 @default.
• W4367296148 cites W2073587500 @default.
• W4367296148 cites W2076063813 @default.
• W4367296148 cites W2079325629 @default.
• W4367296148 cites W2081830062 @default.
• W4367296148 cites W2082222861 @default.
• W4367296148 cites W2088678290 @default.
• W4367296148 cites W2088699921 @default.
• W4367296148 cites W2088932912 @default.
• W4367296148 cites W2089668000 @default.
• W4367296148 cites W2090707328 @default.
• W4367296148 cites W2093791444 @default.
• W4367296148 cites W2095625135 @default.
• W4367296148 cites W2111155475 @default.
• W4367296148 cites W2115322028 @default.
• W4367296148 cites W2126527218 @default.
• W4367296148 cites W2137983211 @default.
• W4367296148 cites W2139242327 @default.
• W4367296148 cites W2143286038 @default.
• W4367296148 cites W2144758276 @default.
• W4367296148 cites W2145730614 @default.
• W4367296148 cites W2146492175 @default.
• W4367296148 cites W2149232244 @default.
• W4367296148 cites W2149670839 @default.
• W4367296148 cites W2149723649 @default.
• W4367296148 cites W2159215977 @default.
• W4367296148 cites W2159692846 @default.
• W4367296148 cites W2161608691 @default.

• next