Litcius/Paper detail

To spike or to localize? Strategies to improve the prediction of local soil properties using regional spectral library

Wartini Ng, Budiman Minasny, Edward J. Jones, Alex B. McBratney

2021Geoderma62 citationsDOI

Topics & Concepts

Partial least squares regressionRegressionStatisticsSimilarity (geometry)Regression analysisPredictive modellingLinear regressionLocal regressionMathematicsPattern recognition (psychology)Computer scienceArtificial intelligenceEnvironmental scienceImage (mathematics)Polynomial regressionSoil Geostatistics and MappingGeochemistry and Geologic MappingAgriculture, Soil, Plant Science
To spike or to localize? Strategies to improve the prediction of local soil properties using regional spectral library | Litcius