Corn yield estimation under extreme climate stress with knowledge-encoded deep learning
Xingguo Xiong, Renhai Zhong, Hao Jiang, Ioannis N. Athanasiadis, Yi Yang, Linchao Zhu, Tao Lin
Topics & Concepts
Extreme weatherClimate changeEnvironmental sciencePhenologyLagVegetation (pathology)Yield (engineering)Crop yieldClimate modelFeature (linguistics)Extreme value theoryClimatologyExtreme learning machineCropDeep learningTime seriesMeteorologyStress (linguistics)Computer scienceDistributed lagEvent (particle physics)Principal component analysisEstimationRemote sensingAgricultural engineeringAtmospheric sciencesLag timeClimate patternGlobal warmingRemote Sensing in AgricultureClimate change impacts on agricultureSmart Agriculture and AI