Alexandre Wadoux

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Alex McBratneyThe University of SydneyCorreu electrònic verificat a sydney.edu.au
Budiman MinasnyProfessor in Soil-Landscape Modelling, University of SydneyCorreu electrònic verificat a sydney.edu.au
Gerard HeuvelinkSpecial Professor, Wageningen University and Senior Researcher, ISRIC World Soil InformationCorreu electrònic verificat a wur.nl
D. J. BrusResearcher at Wageningen University and Research Centre, AlterraCorreu electrònic verificat a wur.nl
Mercedes Román DobarcoNEIKERCorreu electrònic verificat a neiker.eus
Brendan MaloneResearch Scientist, Commonwealth Scientific and Industrial Research OrganisationCorreu electrònic verificat a csiro.au
Thomas ScholtenProfessor of Soil Science and GeomorphologyCorreu electrònic verificat a uni-tuebingen.de
Sytze de Bruinassociate professor geo-information science, Wageningen UniversityCorreu electrònic verificat a wur.nl
Leonardo Ramirez-LopezBUCHI Labortechnik AGCorreu electrònic verificat a buchi.com
Mario FajardoPhD, University of SydneyCorreu electrònic verificat a sydney.edu.au
José Sergei PadarianUniversity of SydneyCorreu electrònic verificat a sydney.edu.au
Thorsten BehrensSoilution GbRCorreu electrònic verificat a soilution.de
José Alexandre M. DemattêFull Professor, University of São Paulo, Luiz de QueirozCorreu electrònic verificat a usp.br
felix stumpfAgroscopeCorreu electrònic verificat a agroscope.admin.ch
Wartini NgUniversity of SydneyCorreu electrònic verificat a sydney.edu.au
Philippe LagacherieINRA LISAH MontpellierCorreu electrònic verificat a inra.fr
Damien FieldSenior lecturer of Soil Science, University of SydneyCorreu electrònic verificat a sydney.edu.au
V.L. (Titia) MulderAssociate Professor, Wageningen University, The NetherlandsCorreu electrònic verificat a wur.nl
Philipp GoebesUniversity of Tübingen, GeosciencesCorreu electrònic verificat a uni-tuebingen.de
T.Sabrina DjunitaUniversity of Sumatera UtaraCorreu electrònic verificat a usu.ac.id

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Alexandre Wadoux

Marie Skłodowska-Curie Fellow, INRAE

Correu electrònic verificat a inrae.fr - Pàgina d'inici

Soil science Pedometrics Digital soil mapping Soil functions Soil security


Títol Ordena per cites Ordena per any Ordena per títol	Citada per Citada per	Any
Machine learning for digital soil mapping: Applications, challenges and suggested solutions AMJC Wadoux, B Minasny, AB McBratney Earth-Science Reviews 210, 103359, 2020	426	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	183	2021
Sampling design optimization for soil mapping with random forest AMJC Wadoux, DJ Brus, GBM Heuvelink Geoderma 355, 113913, 2019	138	2019
Using deep learning for multivariate mapping of soil with quantified uncertainty AMJC Wadoux Geoderma 351, 59-70, 2019	101	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	99	2020
Multi-source data integration for soil mapping using deep learning AMJC Wadoux, J Padarian, M Budiman Soil 5 (1), 107-119, 2019	99	2019
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
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	63	2022
Ten challenges for the future of pedometrics AMJC Wadoux, GBM Heuvelink, RM Lark, P Lagacherie, J Bouma, ... Geoderma 401, 115155, 2021	62	2021
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	59	2019
Precocious 19th century soil carbon science B Minasny, AB McBratney, MJCW Alexandre, EN Akoeb, T Sabrina	57	2020
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	57	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	52*	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	47*	2020
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	46	2023
Perspectives on data‐driven soil research AMJC Wadoux, M Román‐Dobarco, AB McBratney European Journal of Soil Science 72 (4), 1675-1689, 2021	46	2021
Beyond prediction: methods for interpreting complex models of soil variation AMJC Wadoux, C Molnar Geoderma 422, 115953, 2022	45	2022
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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