Litcius/Paper detail

A machine learning and geostatistical hybrid method to improve spatial prediction accuracy of soil potentially toxic elements

Abiot Molla, Weiwei Zhang, Shudi Zuo, Yin Ren, Jigang Han

2022Stochastic Environmental Research and Risk Assessment20 citationsDOI

Topics & Concepts

Mean squared errorKrigingRandom forestCovariateEnvironmental scienceGeostatisticsSpatial variabilityCoefficient of determinationStatisticsSoil scienceSoil organic matterSoil carbonPartial least squares regressionSoil waterMathematicsComputer scienceMachine learningSoil Geostatistics and MappingGeochemistry and Geologic MappingHeavy metals in environment
A machine learning and geostatistical hybrid method to improve spatial prediction accuracy of soil potentially toxic elements | Litcius