Predicting Langmuir model parameters for tungsten adsorption in heterogeneous soils using compositional signatures

Mark Chappell,Joshua LeMonte, Christian McGrath,Ranju Karna, Renee Styles, Christine Miller,Lesley Miller, Maggie Waites,Matthew Middleton,Cynthia Price, Cameron Chappell,Haley Dozier,Ashley Abraham, Althea Henslee,Andrew Strelzoff

Geoderma（2022）

引用 3|浏览1

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摘要

•Soil taxonomic designations were statistically discriminated by compositional data.•Stacked ensemble models showed greater accuracies than unstacked models.•Multiple W chemical interactions evident across diverse range of soil “types”.

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关键词

Tungsten,Sorption,Compositional data analysis,Soil Taxonomy,Stacked ensemble machine learning models

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