Assessing the uncertainty of deep learning soil spectral models using Monte Carlo dropout
José Padarian, Budiman Minasny, Alex B. McBratney
Topics & Concepts
Bootstrapping (finance)Monte Carlo methodDropout (neural networks)Computer scienceSoil carbonUncertainty quantificationArtificial intelligenceMachine learningEnvironmental scienceStatisticsSoil scienceEconometricsMathematicsSoil waterSoil Geostatistics and MappingMetabolomics and Mass Spectrometry StudiesSpectroscopy and Chemometric Analyses