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New machine learning approaches to improve reference evapotranspiration estimates using intra-daily temperature-based variables in a semi-arid region of Spain

Juan Antonio Bellido-Jiménez, Javier Estévez, A. P. García‐Marín

2020Agricultural Water Management90 citationsDOIOpen Access PDF

Topics & Concepts

EvapotranspirationMean squared errorArtificial neural networkSupport vector machineExtreme learning machinePenman–Monteith equationWind speedStatisticsMultilayer perceptronMean radiant temperatureMathematicsEnvironmental scienceComputer scienceMeteorologyMachine learningGeographyClimate changeEcologyBiologyPlant Water Relations and Carbon DynamicsHydrological Forecasting Using AIIrrigation Practices and Water Management
New machine learning approaches to improve reference evapotranspiration estimates using intra-daily temperature-based variables in a semi-arid region of Spain | Litcius