Alexandre Wadoux

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Coauteurs

Alex McBratneyThe University of SydneyAdresse e-mail validée de sydney.edu.au
Budiman MinasnyProfessor in Soil-Landscape Modelling, University of SydneyAdresse e-mail validée de sydney.edu.au
Gerard HeuvelinkSpecial Professor, Wageningen University and Senior Researcher, ISRIC World Soil InformationAdresse e-mail validée de wur.nl
D. J. BrusResearcher at Wageningen University and Research Centre, AlterraAdresse e-mail validée de wur.nl
Thomas ScholtenProfessor of Soil Science and GeomorphologyAdresse e-mail validée de uni-tuebingen.de
Brendan MaloneResearch Scientist, Commonwealth Scientific and Industrial Research OrganisationAdresse e-mail validée de csiro.au
Mercedes Román DobarcoBC3 Basque Centre for Climate ChangeAdresse e-mail validée de bc3research.org
Sytze de Bruinassociate professor geo-information science, Wageningen UniversityAdresse e-mail validée de wur.nl
Thorsten BehrensSoilution GbRAdresse e-mail validée de soilution.de
Leonardo Ramirez-LopezBUCHI Labortechnik AGAdresse e-mail validée de buchi.com
José Sergei PadarianUniversity of SydneyAdresse e-mail validée de sydney.edu.au
Mario FajardoPhD, University of SydneyAdresse e-mail validée de sydney.edu.au
felix stumpfAgroscopeAdresse e-mail validée de agroscope.admin.ch
José A.M. DemattêFull Professor, University of São Paulo, Luiz de QueirozAdresse e-mail validée de usp.br
V.L. (Titia) MulderAssociate Professor, Wageningen University, The NetherlandsAdresse e-mail validée de wur.nl
Philipp GoebesUniversity of Tübingen, GeosciencesAdresse e-mail validée de uni-tuebingen.de
Wartini NgUniversity of SydneyAdresse e-mail validée de sydney.edu.au
T.Sabrina DjunitaUniversity of Sumatera UtaraAdresse e-mail validée de usu.ac.id
Alessandro Samuel-RosaFederal University of Technology - ParanáAdresse e-mail validée de utfpr.edu.br
Laura PoggioISRIC - World Soil InformationAdresse e-mail validée de wur.nl

Suivre

Alexandre Wadoux

Marie Skłodowska-Curie Fellow, INRAE

Adresse e-mail validée de inrae.fr

Soil Science Applied Geostatistics Soil Spectroscopy Pedometrics


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
Machine learning for digital soil mapping: Applications, challenges and suggested solutions AMJC Wadoux, B Minasny, AB McBratney Earth-Science Reviews 210, 103359, 2020	283	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	127	2021
Sampling design optimization for soil mapping with random forest AMJC Wadoux, DJ Brus, GBM Heuvelink Geoderma 355, 113913, 2019	111	2019
Multi-source data integration for soil mapping using deep learning AMJC Wadoux, J Padarian, M Budiman Soil 5 (1), 107-119, 2019	88	2019
Using deep learning for multivariate mapping of soil with quantified uncertainty AMJC Wadoux Geoderma 351, 59-70, 2019	86	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	76	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	59	2016
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	50	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	49	2017
Ten challenges for the future of pedometrics AMJC Wadoux, GBM Heuvelink, RM Lark, P Lagacherie, J Bouma, ... Geoderma 401, 115155, 2021	42	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
Perspectives on data‐driven soil research AMJC Wadoux, M Román‐Dobarco, AB McBratney European Journal of Soil Science 72 (4), 1675-1689, 2021	41	2021
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	41*	2020
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	35	2021
Efficient sampling for geostatistical surveys AMJC Wadoux, BP Marchant, RM Lark European Journal of Soil Science 70 (5), 975-989, 2019	33	2019
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	32*	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	30	2022
Precocious 19th century soil carbon science B Minasny, AB McBratney, MJCW Alexandre, EN Akoeb, T Sabrina	30	2020
Beyond prediction: methods for interpreting complex models of soil variation AMJC Wadoux, C Molnar Geoderma 422, 115953, 2022	27	2022

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