Alexandre Wadoux

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Alex McBratneyThe University of SydneyEmail verificata su sydney.edu.au
Budiman MinasnyProfessor in Soil-Landscape Modelling, University of SydneyEmail verificata su sydney.edu.au
Gerard HeuvelinkSpecial Professor, Wageningen University and Senior Researcher, ISRIC World Soil InformationEmail verificata su wur.nl
D. J. BrusResearcher at Wageningen University and Research Centre, AlterraEmail verificata su wur.nl
Mercedes Román DobarcoBC3 Basque Centre for Climate ChangeEmail verificata su bc3research.org
Brendan MaloneResearch Scientist, Commonwealth Scientific and Industrial Research OrganisationEmail verificata su csiro.au
Thomas ScholtenProfessor of Soil Science and GeomorphologyEmail verificata su uni-tuebingen.de
Sytze de Bruinassociate professor geo-information science, Wageningen UniversityEmail verificata su wur.nl
Mario FajardoPhD, University of SydneyEmail verificata su sydney.edu.au
José Sergei PadarianUniversity of SydneyEmail verificata su sydney.edu.au
Thorsten BehrensSoilution GbREmail verificata su soilution.de
Leonardo Ramirez-LopezBUCHI Labortechnik AGEmail verificata su buchi.com
felix stumpfAgroscopeEmail verificata su agroscope.admin.ch
Wartini NgUniversity of SydneyEmail verificata su sydney.edu.au
José Alexandre M. DemattêFull Professor, University of São Paulo, Luiz de QueirozEmail verificata su usp.br
Philippe LagacherieINRA LISAH MontpellierEmail verificata su inra.fr
V.L. (Titia) MulderAssociate Professor, Wageningen University, The NetherlandsEmail verificata su wur.nl
Philipp GoebesUniversity of Tübingen, GeosciencesEmail verificata su uni-tuebingen.de
Damien FieldSenior lecturer of Soil Science, University of SydneyEmail verificata su sydney.edu.au
Sandra Joy EvangelistaThe University of SydneyEmail verificata su sydney.edu.au

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Alexandre Wadoux

Marie Skłodowska-Curie Fellow, INRAE

Email verificata su inrae.fr - Home page

Soil science Pedometrics Digital soil mapping Soil functions Soil security


Titolo Ordina per citazioni Ordina per anno Ordina per titolo	Citata da Citata da	Anno
Machine learning for digital soil mapping: Applications, challenges and suggested solutions AMJC Wadoux, B Minasny, AB McBratney Earth-Science Reviews 210, 103359, 2020	420	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	180	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
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
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	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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