Estimating soil bacterial abundance and diversity in the Southeast Qinghai-Tibet Plateau.

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【作者】Yang, Yuanyuan，Chen, Qianqian，Yu, Wu，Shi, Zhou
【作者单位】¹Environmental &Resource Sciences College, Zhejiang University, Hangzhou, China ²College of Resource and Environment, Tibet University, Nyingchi, China
【年份】2022
【卷号】Vol.416
【ISSN】0016-7061
【关键词】Bacterial phyla Community diversity Digital soil mapping Machine learning Soil bacteria
【摘要】 State-factor models were developed to estimate/map soil bacteria in Southeast Tibet. • Seven machine learning algorithms were tested and optimized; CNNs performed best. • CNNs' estimates of bacterial abundance and diversity had R2 values of 0.48–0.72...
【文献类型】期刊