Alexandre Wadoux

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Alex McBratneyThe University of SydneyVerified email at sydney.edu.au
Budiman MinasnyProfessor in Soil-Landscape Modelling, University of SydneyVerified email at sydney.edu.au
Gerard HeuvelinkSpecial Professor, Wageningen University and Senior Researcher, ISRIC World Soil InformationVerified email at wur.nl
D. J. BrusResearcher at Wageningen University and Research Centre, AlterraVerified email at wur.nl
Mercedes Román DobarcoNEIKER
Brendan MaloneResearch Scientist, Commonwealth Scientific and Industrial Research OrganisationVerified email at csiro.au
Thomas ScholtenProfessor of Soil Science and GeomorphologyVerified email at uni-tuebingen.de
Sytze de Bruinassociate professor geo-information science, Wageningen UniversityVerified email at wur.nl
Mario FajardoPhD, University of SydneyVerified email at sydney.edu.au
José Sergei PadarianUniversity of SydneyVerified email at sydney.edu.au
Thorsten BehrensSoilution GbRVerified email at soilution.de
Leonardo Ramirez-LopezBUCHI Labortechnik AGVerified email at buchi.com
felix stumpfAgroscopeVerified email at agroscope.admin.ch
Wartini NgUniversity of SydneyVerified email at sydney.edu.au
José Alexandre M. DemattêFull Professor, University of São Paulo, Luiz de QueirozVerified email at usp.br
Philippe LagacherieINRA LISAH MontpellierVerified email at inra.fr
V.L. (Titia) MulderAssociate Professor, Wageningen University, The NetherlandsVerified email at wur.nl
Philipp GoebesUniversity of Tübingen, GeosciencesVerified email at uni-tuebingen.de
T.Sabrina DjunitaUniversity of Sumatera UtaraVerified email at usu.ac.id
Damien FieldSenior lecturer of Soil Science, University of SydneyVerified email at sydney.edu.au

Alexandre Wadoux

Marie Skłodowska-Curie Fellow, INRAE

Verified email at inrae.fr - Homepage

Soil science Pedometrics Digital soil mapping Soil functions Soil security


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Machine learning for digital soil mapping: Applications, challenges and suggested solutions AMJC Wadoux, B Minasny, AB McBratney Earth-Science Reviews 210, 103359, 2020	423	2020
Spatial cross-validation is not the right way to evaluate map accuracy AMJC Wadoux, GBM Heuvelink, S De Bruin, DJ Brus Ecological Modelling 457, 109692, 2021	181	2021
Sampling design optimization for soil mapping with random forest AMJC Wadoux, DJ Brus, GBM Heuvelink Geoderma 355, 113913, 2019	139	2019
Using deep learning for multivariate mapping of soil with quantified uncertainty AMJC Wadoux Geoderma 351, 59-70, 2019	103	2019
Multi-source data integration for soil mapping using deep learning AMJC Wadoux, J Padarian, M Budiman Soil 5 (1), 107-119, 2019	103	2019
A note on knowledge discovery and machine learning in digital soil mapping AMJC Wadoux, A Samuel‐Rosa, L Poggio, VL Mulder European Journal of Soil Science 71 (2), 133-136, 2020	100	2020
Incorporating limited field operability and legacy soil samples in a hypercube sampling design for digital soil mapping F Stumpf, K Schmidt, T Behrens, S Schönbrodt‐Stitt, G Buzzo, ... Journal of Plant Nutrition and Soil Science 179 (4), 499-509, 2016	64	2016
Ten challenges for the future of pedometrics AMJC Wadoux, GBM Heuvelink, RM Lark, P Lagacherie, J Bouma, ... Geoderma 401, 115155, 2021	63	2021
Dealing with clustered samples for assessing map accuracy by cross-validation S De Bruin, DJ Brus, GBM Heuvelink, T van Ebbenhorst Tengbergen, ... Ecological Informatics 69, 101665, 2022	62	2022
Precocious 19th century soil carbon science B Minasny, AB McBratney, MJCW Alexandre, EN Akoeb, T Sabrina	58	2020
Robust soil mapping at the farm scale with vis–NIR spectroscopy L Ramirez‐Lopez, AMJC Wadoux, MHD Franceschini, FS Terra, ... European Journal of Soil Science 70 (2), 378-393, 2019	58	2019
Uncertainty-guided sampling to improve digital soil maps F Stumpf, K Schmidt, P Goebes, T Behrens, S Schönbrodt-Stitt, A Wadoux, ... Catena 153, 30-38, 2017	56	2017
Soil Spectral Inference with R: Analysing Digital Soil Spectra Using the R Programming Environment AMJC Wadoux, B Malone, B Minasny, M Fajardo, AB McBratney Springer Nature, 2021	50*	2021
A proposal for the assessment of soil security: Soil functions, soil services and threats to soil SJ Evangelista, DJ Field, AB McBratney, B Minasny, W Ng, J Padarian, ... Soil Security 10, 100086, 2023	48	2023
Package ‘resemble’ L Ramirez-Lopez, A Stevens, RV Rossel, C Lobsey, A Wadoux, T Breure https://cran.r-project.org/web/packages/resemble/index.html, 2020	48*	2020
Beyond prediction: methods for interpreting complex models of soil variation AMJC Wadoux, C Molnar Geoderma 422, 115953, 2022	45	2022
Perspectives on data‐driven soil research AMJC Wadoux, M Román‐Dobarco, AB McBratney European Journal of Soil Science 72 (4), 1675-1689, 2021	45	2021
Sampling design optimisation for rainfall prediction using a non-stationary geostatistical model AMJC Wadoux, DJ Brus, MA Rico-Ramirez, GBM Heuvelink Advances in water resources 107, 126-138, 2017	42	2017
Accounting for non-stationary variance in geostatistical mapping of soil properties AMJC Wadoux, DJ Brus, GBM Heuvelink Geoderma 324, 138-147, 2018	38	2018
Hypotheses, machine learning and soil mapping AMJC Wadoux, AB McBratney Geoderma 383, 114725, 2021	37	2021

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