Improving wheat yield prediction integrating proximal sensing and weather data with machine learning
Guojie Ruan, Xinyu Li, Fei Yuan, Davide Cammarano, Syed Tahir Ata-Ul-Karim, Xiaojun Liu, Yongchao Tian, Yan Zhu, Weixing Cao, Qiang Cao
Topics & Concepts
Feature selectionGradient boostingRandom forestMean squared errorMachine learningPredictive modellingSowingPearson product-moment correlation coefficientCoefficient of determinationCorrelation coefficientArtificial intelligenceComputer scienceMathematicsStatisticsAgronomyBiologySmart Agriculture and AIRemote Sensing in AgricultureGreenhouse Technology and Climate Control