Alexandre M.J.‐C. Wadoux

Author

Also Known As

A. M. J.‐C. Wadoux, Alexandre M. J-C. Wadoux, Alexandre M. J. -C. Wadoux, Alexandre M. J.-C. Wadoux, Alexandre M. J.‐C. Wadoux, Alexandre M.J-C. Wadoux, Alexandre M.J.-C. Wadoux, Alexandre M.J.C. Wadoux, Alexandre M.J.‐C. Wadoux, Alexandre Wadoux

110

Publications

Citations

H-Index

102

Concepts

All Affiliations

The University of Sydney Wageningen University & Research Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement Université de Montpellier AgroParisTech

About

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

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	24	26	2K
2	Social Sciences	14	14	1K
3	Education	1	1	14
4	Health Sciences	1	1	96
5	Management	1	1	54

Alexandre M.J.‐C. Wadoux

Publications

2.7K

Citations

H-Index

Page 1

	Year	Citations
Machine learning for digital soil mapping: Applications, challenges and suggested solutions Alexandre M.J.‐C. Wadoux, Budiman Minasny, Alex B. McBratney Earth-Science Reviews Artificial IntelligenceData ClassificationImage AnalysisMachine LearningData Science	2020	557
Spatial cross-validation is not the right way to evaluate map accuracy Alexandre M.J.‐C. Wadoux, G.B.M. Heuvelink, Sytze de Bruin, Ecological Modelling Map AccuracyCartographyGeospatial MappingCalibrationSpatial Uncertainty	2021	232
Sampling design optimization for soil mapping with random forest Alexandre M.J.‐C. Wadoux, D.J. Brus, G.B.M. Heuvelink Geoderma EngineeringForest BiometricsLand UseForestryGeography	2019	160
Using deep learning for multivariate mapping of soil with quantified uncertainty Alexandre M.J.‐C. Wadoux Geoderma Geometric LearningEngineeringMachine LearningData ScienceSoil Modeling	2019	123
A note on knowledge discovery and machine learning in digital soil mapping Alexandre M.J.‐C. Wadoux, Alessandro Samuel‐Rosa, Laura Poggio, European Journal of Soil Science EngineeringMachine LearningMining MethodsSocial SciencesKnowledge Discovery In Databases	2019	115
Multi-source data integration for soil mapping using deep learning Alexandre M.J.‐C. Wadoux, José Padarian, Budiman Minasny SOIL Soil CharacterizationSoil PropertyConvolutional Neural NetworkMachine VisionMachine Learning	2019	113
Ten challenges for the future of pedometrics Alexandre M.J.‐C. Wadoux, G.B.M. Heuvelink, R. M. Lark, Geoderma KinesiologyClinical EngineeringWearable TechnologyKinematicsHuman Movement	2021	96
Dealing with clustered samples for assessing map accuracy by cross-validation Sytze de Bruin, D.J. Brus, G.B.M. Heuvelink, Ecological Informatics	2022	92
Precocious 19th century soil carbon science Budiman Minasny, Alex B. McBratney, Alexandre M.J.‐C. Wadoux, Geoderma Regional Organic GeochemistryBiogeochemistryCarbon SequestrationEngineeringSoil Carbon Cycle	2020	80
Beyond prediction: methods for interpreting complex models of soil variation Alexandre M.J.‐C. Wadoux, Christoph Molnar Geoderma	2022	75

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