Digital soil mapping of coarse fragments in southwest Australia: Targeting simple features yields detailed maps
Geoderma(2021)
摘要
•Soil coarse fragment data tend to be unreliable, and difficult to model and map.•Survey and agronomic observations increased the dataset × 10 (n = 39,880)•Predicted 3D coarse fragment layers outperformed other maps and were plausible.•New predictions achieved overall accuracies 0.74 to 0.92 and AUC 0.79 to 0.89.•Mapping soil features is a useful compliment to continuous property prediction.
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关键词
Soil coarse fragments,Lateritic gravel,Digital soil mapping,Random forest,Predictive modelling,Soil particle size
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