Soil water content and actual evapotranspiration predictions using regression algorithms and remote sensing data
Roberto Filgueiras, Thomé Simpliciano Almeida, Everardo Chartuni Mantovani, Santos Henrique Brant Dias, Elpídio Inácio Fernandes-Filho, Fernando França da Cunha, Luan Peroni Venâncio
Topics & Concepts
EvapotranspirationRandom forestRegression analysisBoosting (machine learning)RegressionAlgorithmSoil waterIrrigation managementGradient boostingWater contentIrrigationVegetation (pathology)Environmental scienceMathematicsMachine learningComputer scienceStatisticsSoil scienceEngineeringAgronomyEcologyGeotechnical engineeringBiologyPathologyMedicineLeaf Properties and Growth MeasurementSmart Agriculture and AIRemote Sensing in Agriculture