Accuracy and interpretability of machine learning-based approaches for daily ETo estimation under semi-arid climate in the West African Sahel
Roland Yonaba, Arsène Kiema, Tazen Fowé, Axel Belemtougri, Mansourou Cissé, Lawani Adjadi Mounirou, Ansoumana Bodian, Mahamadou Koïta, Harouna Karambiri
Topics & Concepts
InterpretabilityEvapotranspirationSupport vector machineRandom forestDecision treeAridClimate changeGradient boostingWind speedEstimationMachine learningVariable (mathematics)Water resourcesComputer scienceEnvironmental scienceMathematicsMeteorologyGeographyEcologyManagementBiologyEconomicsMathematical analysisPlant Water Relations and Carbon DynamicsHydrological Forecasting Using AISolar Radiation and Photovoltaics