Potential of visible and near infrared spectroscopy coupled with machine learning for predicting soil metal concentrations at the regional scale
Author:
Funder
European Commission
Publisher
Elsevier BV
Subject
Pollution,Waste Management and Disposal,Environmental Chemistry,Environmental Engineering
Reference40 articles.
1. Lead speciation and availability affected by plants in a contaminated soil;Amorim;Chemosphere,2021
2. Estimating heavy metal concentrations in suburban soils with reflectance spectroscopy;Cheng;Geoderma,2019
3. Tuning support vector machines regression models improves prediction accuracy of soil properties in MIR spectroscopy;Deiss;Geoderma,2020
4. Baseline concentration levels of trace elements as a function of clay and organic carbon contents in soils in Flanders (Belgium);Tack;Sci. Total Environ.,1997
5. Multivariate Statistical Analysis Using the R Package Chemometrics;Garcia,2011
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