Tier 4 maps of soil pH at 25 m resolution for the Netherlands

Geoderma(2022)

引用 11|浏览2
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摘要
•Tier 4 GlobalSoilMap products that include spatially explicit accuracy thresholds.•Assessment of map accuracy using various statistical validation strategies, including design-based inference of a probability sample.•Soil pH prediction maps at six standard depth layers between 0 m and 2 m for the Netherlands at 25 m resolution.•Quantile Regression Forest model can predict at any desired depth.•Evaluation of uncertainty using prediction interval coverage probability.
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关键词
GlobalSoilMap,The Netherlands,Soil pH,Quantile regression forest,Statistical validation,Prediction uncertainty
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