| Soil carbon 4 per mille B Minasny, BP Malone, AB McBratney, DA Angers, D Arrouays, ... Geoderma 292, 59-86, 2017 | 1820 | 2017 |
| The use of remote sensing in soil and terrain mapping—A review VL Mulder, S De Bruin, ME Schaepman, TR Mayr Geoderma 162 (1-2), 1-19, 2011 | 927 | 2011 |
| Digital mapping of GlobalSoilMap soil properties at a broad scale: A review S Chen, D Arrouays, VL Mulder, L Poggio, B Minasny, P Roudier, ... Geoderma 409, 115567, 2022 | 193 | 2022 |
| National versus global modelling the 3D distribution of soil organic carbon in mainland France VL Mulder, M Lacoste, AC Richer-de-Forges, MP Martin, D Arrouays Geoderma 263, 16-34, 2016 | 176 | 2016 |
| GlobalSoilMap France: High-resolution spatial modelling the soils of France up to two meter depth VL Mulder, M Lacoste, AC Richer-de-Forges, D Arrouays Science of the Total Environment 573, 1352-1369, 2016 | 134 | 2016 |
| Soil legacy data rescue via GlobalSoilMap and other international and national initiatives D Arrouays, JGB Leenaars, AC Richer-de-Forges, K Adhikari, C Ballabio, ... GeoResJ 14, 1-19, 2017 | 122 | 2017 |
| Impressions of digital soil maps: The good, the not so good, and making them ever better D Arrouays, A McBratney, J Bouma, Z Libohova, AC Richer-de-Forges, ... Geoderma Regional 20, e00255, 2020 | 106 | 2020 |
| Representing major soil variability at regional scale by constrained Latin Hypercube Sampling of remote sensing data VL Mulder, S de Bruin, ME Schaepman International Journal of Applied Earth Observation and Geoinformation 21 …, 2013 | 106 | 2013 |
| Satellite data integration for soil clay content modelling at a national scale T Loiseau, S Chen, VL Mulder, MR Dobarco, AC Richer-de-Forges, ... International Journal of Applied Earth Observation and Geoinformation 82, 101905, 2019 | 98 | 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 |
| Model averaging for mapping topsoil organic carbon in France S Chen, VL Mulder, GBM Heuvelink, L Poggio, M Caubet, MR Dobarco, ... Geoderma 366, 114237, 2020 | 57 | 2020 |
| Digital soil mapping and GlobalSoilMap. Main advances and ways forward D Arrouays, L Poggio, OAS Guerrero, VL Mulder Geoderma Regional 21, e00265, 2020 | 54 | 2020 |
| Rejoinder to Comments on Minasny et al., 2017 Soil carbon 4 per mille Geoderma 292, 59–86 B Minasny, D Arrouays, AB McBratney, DA Angers, A Chambers, ... Geoderma 309, 124-129, 2018 | 49 | 2018 |
| Evaluating large-extent spatial modeling approaches: A case study for soil depth for France M Lacoste, VL Mulder, AC Richer-de-Forges, MP Martin, D Arrouays Geoderma Regional 7 (2), 137-152, 2016 | 48 | 2016 |
| Characterizing regional soil mineral composition using spectroscopy and geostatistics VL Mulder, S De Bruin, J Weyermann, RF Kokaly, ME Schaepman Remote sensing of environment 139, 415-429, 2013 | 48 | 2013 |
| Quantifying mineral abundances of complex mixtures by coupling spectral deconvolution of SWIR spectra (2.1–2.4 μm) and regression tree analysis VL Mulder, M Plötze, S de Bruin, ME Schaepman, C Mavris, RF Kokaly, ... Geoderma 207, 279-290, 2013 | 46 | 2013 |
| Probability mapping of soil thickness by random survival forest at a national scale S Chen, VL Mulder, MP Martin, C Walter, M Lacoste, ... Geoderma 344, 184-194, 2019 | 43 | 2019 |
| Ten challenges for the future of pedometrics AMJC Wadoux, GBM Heuvelink, RM Lark, P Lagacherie, J Bouma, ... Geoderma 401, 115155, 2021 | 42 | 2021 |
| Understanding large‐extent controls of soil organic carbon storage in relation to soil depth and soil‐landscape systems VL Mulder, M Lacoste, MP Martin, A Richer‐de‐Forges, D Arrouays Global Biogeochemical Cycles 29 (8), 1210-1229, 2015 | 40 | 2015 |
| Remote sensing of soils H Wulf, T Mulder, ME Schaepman, A Keller, PC Jörg University of Zurich, Remote Sensing Laboratories, 2015 | 36 | 2015 |
dominique arrouaysINRAE, Info&Sols, Orléans, FranceVerified email at inrae.fr
