Concepedia

Alexandre M.J.‐C. Wadoux

AM

42

Publications

2.7K

Citations

29

H-Index

2016

Active since

Affiliations

The University of Sydney(Current)

Wageningen University & Research

Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement

Université de Montpellier

AgroParisTech

Alexandre M.J.‐C. Wadoux is an author at The University of Sydney specializing in engineering, geography, and earth science.

Top concepts

EngineeringGeographyEarth ScienceRemote SensingSocial SciencesLand UseSoil ModelingMachine LearningData ScienceCartography

Publications per year

2016–2025

42

Publications

42

Machine learning for digital soil mapping: Applications, challenges and suggested solutions

Alexandre M.J.‐C. Wadoux, Budiman Minasny, Alex B. McBratney · Earth-Science Reviews · 2020 · 557 citations

Artificial Intelligence, Data Classification, Image Analysis +10

Spatial cross-validation is not the right way to evaluate map accuracy

Alexandre M.J.‐C. Wadoux, G.B.M. Heuvelink, Sytze de Bruin et al. · Ecological Modelling · 2021 · 232 citations · Full text

Map Accuracy, Cartography, Geospatial Mapping +7

Sampling design optimization for soil mapping with random forest

Alexandre M.J.‐C. Wadoux, D.J. Brus, G.B.M. Heuvelink · Geoderma · 2019 · 160 citations · Full text

Engineering, Forest Biometrics, Land Use +8

Using deep learning for multivariate mapping of soil with quantified uncertainty

Alexandre M.J.‐C. Wadoux · Geoderma · 2019 · 123 citations · Full text

Geometric Learning, Engineering, Machine Learning +10

A note on knowledge discovery and machine learning in digital soil mapping

Alexandre M.J.‐C. Wadoux, Alessandro Samuel‐Rosa, Laura Poggio et al. · European Journal of Soil Science · 2019 · 115 citations · Full text

Engineering, Machine Learning, Mining Methods +21

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