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Selecting essential factors for predicting reference crop evapotranspiration through tree-based machine learning and Bayesian optimization

Long Zhao, Yuhang Wang, Yi Shi, Xinbo Zhao, Ningbo Cui, Shuo Zhang

2023Theoretical and Applied Climatology14 citationsDOI

Topics & Concepts

EvapotranspirationBoosting (machine learning)Irrigation schedulingGradient boostingRandom forestBayesian probabilityStatisticsMathematicsComputer scienceMachine learningEnvironmental scienceEcologySoil waterBiologySoil sciencePlant Water Relations and Carbon DynamicsSolar Radiation and PhotovoltaicsHydrological Forecasting Using AI
Selecting essential factors for predicting reference crop evapotranspiration through tree-based machine learning and Bayesian optimization | Litcius