SoilGrids250m: Global gridded soil information based on machine learning T Hengl, J Mendes de Jesus, GBM Heuvelink, M Ruiperez Gonzalez, ... PLoS one 12 (2), e0169748, 2017 | 3112 | 2017 |
SoilGrids1km—global soil information based on automated mapping T Hengl, JM De Jesus, RA MacMillan, NH Batjes, GBM Heuvelink, ... PloS one 9 (8), e105992, 2014 | 1159 | 2014 |
Mapping soil properties of Africa at 250 m resolution: Random forests significantly improve current predictions T Hengl, GBM Heuvelink, B Kempen, JGB Leenaars, MG Walsh, ... PloS one 10 (6), e0125814, 2015 | 862 | 2015 |
SoilGrids 2.0: producing soil information for the globe with quantified spatial uncertainty L Poggio, LM De Sousa, NH Batjes, GBM Heuvelink, B Kempen, ... Soil 7 (1), 217-240, 2021 | 656 | 2021 |
Sampling for validation of digital soil maps DJ Brus, B Kempen, GBM Heuvelink European Journal of Soil Science 62 (3), 394-407, 2011 | 431 | 2011 |
Global mapping of soil salinity change K Ivushkin, H Bartholomeus, AK Bregt, A Pulatov, B Kempen, L De Sousa Remote sensing of environment 231, 111260, 2019 | 387 | 2019 |
Updating the 1: 50,000 Dutch soil map using legacy soil data: A multinomial logistic regression approach B Kempen, DJ Brus, GBM Heuvelink, JJ Stoorvogel Geoderma 151 (3-4), 311-326, 2009 | 294 | 2009 |
Three-dimensional mapping of soil organic matter content using soil type–specific depth functions B Kempen, DJ Brus, JJ Stoorvogel Geoderma 162 (1-2), 107-123, 2011 | 175 | 2011 |
SoilGrids 2.0: producing soil information for the globe with quantified spatial uncertainty, SOIL, 7, 217–240 L Poggio, LM De Sousa, NH Batjes, GBM Heuvelink, B Kempen, ... | 127 | 2021 |
Digital mapping of peatlands–A critical review B Minasny, Ö Berglund, J Connolly, C Hedley, F de Vries, A Gimona, ... Earth-Science Reviews 196, 102870, 2019 | 125 | 2019 |
Efficiency comparison of conventional and digital soil mapping for updating soil maps B Kempen, DJ Brus, JJ Stoorvogel, GBM Heuvelink, F de Vries Soil Science Society of America Journal 76 (6), 2097-2115, 2012 | 120 | 2012 |
Implementation and evaluation of existing knowledge for digital soil mapping in Senegal JJ Stoorvogel, B Kempen, GBM Heuvelink, S De Bruin Geoderma 149 (1-2), 161-170, 2009 | 75 | 2009 |
SoilGrids 2.0: producing quality-assessed soil information for the globe LM de Sousa, L Poggio, NH Batjes, GBM Heuvelink, B Kempen, E Riberio, ... Soil discussions 2020, 1-37, 2020 | 73 | 2020 |
Mapping topsoil organic carbon concentrations and stocks for Tanzania B Kempen, S Dalsgaard, AK Kaaya, N Chamuya, M Ruipérez-González, ... Geoderma 337, 164-180, 2019 | 67 | 2019 |
Mapping the soils of an Argentine Pampas region using structural equation modelling ME Angelini, GBM Heuvelink, B Kempen, HJM Morrás Geoderma 281, 102-118, 2016 | 65 | 2016 |
Refining a reconnaissance soil map by calibrating regression models with data from the same map (Normandy, France) F Collard, B Kempen, GBM Heuvelink, NPA Saby, ACR de Forges, ... Geoderma Regional 1, 21-30, 2014 | 63 | 2014 |
Multivariate mapping of soil with structural equation modelling ME Angelini, GBM Heuvelink, B Kempen European Journal of Soil Science 68 (5), 575-591, 2017 | 58 | 2017 |
GSIF: global soil information facilities T Hengl, B Kempen, G Heuvelink, B Malone, R Hannes R package version 0.5–4 [software], 2017 | 58 | 2017 |
Operationalizing digital soil mapping for nationwide updating of the 1: 50,000 soil map of the Netherlands B Kempen, DJ Brus, F de Vries Geoderma 241, 313-329, 2015 | 51 | 2015 |
Pedometric mapping of soil organic matter using a soil map with quantified uncertainty B Kempen, GBM Heuvelink, DJ Brus, JJ Stoorvogel European Journal of Soil Science 61 (3), 333-347, 2010 | 42 | 2010 |