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克里金先验回归:结合TabPFN与空间特征工程的精准农业土壤制图新框架
本研究针对精准农业中土壤属性空间预测的挑战,提出了一种名为“克里金先验回归”(KpR)的混合建模框架。该研究将普通克里金(OK)插值得到的预测值及方差作为空间特征,与机器学习算法TabPFN结合,在六个田间尺度数据集上对土壤有机碳(SOC)、粘土 ...
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