Deep learning with multisite data reveals the lasting effects of soil type, tillage and vegetation history on biopore genesis

Eusun Han,John A. Kirkegaard,Rosemary White,Abraham George Smith,Kristian Thorup-Kristensen,Timo Kautz,Miriam Athmann

Geoderma（2022）

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摘要

•Deep learning using multisite data reveals new insight into soil biopore genesis.•Effects of deep tillage on soil biopores persist for more than 50 years.•The effects of growing high-bioporing plant species persist at least for a decade.

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Subsoil,Deep tillage,Convolutional neural network,Perennial crops,RootPainter,AI

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