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G

G.B.M. Heuvelink

isric

71H-index
489Paper Count
2.8WCitation Count
Published Papers 145
Publication Date
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The effect of modeller’s choices and measurement errors on the performance of MIR soil spectroscopy models
errGeoderma
IF6.6
err2026-04-04
err0
errOAAI
errCynthia C.E. van Leeuwen; Vera L. Mulder; Gerard B.M. Heuvelink
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A RothC-based spatiotemporal analysis of soil organic carbon stocks in agricultural soils of the Netherlands (1986–2022)
errGeoderma
IF6.6
err2026-02-28
err0
errOAAI
errYuqing Lai; Vera L. Mulder; Gerard B.M. Heuvelink; Hans Kros; Gerard H. Ros
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errSave
Kriging prior regression: A case for kriging-based spatial features with TabPFN in soil mapping
errComputers and Electronics in Agriculture
IF8.9
err2025-12-27
err0
errOAAI
errJonas Schmidinger; Viacheslav Barkov; Sebastian Vogel; Martin Atzmueller; Gerard B.M. Heuvelink
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From Fragmented Data to Shared Intelligence: A Research Agenda for Soil Information in Africa
errEUROPEAN JOURNAL OF SOIL SCIENCE
IF3.8
err2025-12-09
err0
errOAAI
errTellen, Valantine A.; Nnabuihe, Emmanuel C.; Okafor, Maduabuchi J.; Soropa, Gabriel; Ligowe, Ivy S.; Gatere, Lydiah; Benefo, Samuel K.; Wassif, Omnia M.; Heuvelink, Gerard B. M.; Khurshid, Chrow
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Fertilizer recommendations for maize production in Ghana: Comparison of machine learning, semi-mechanistic and conventional approaches
errEuropean Journal of Agronomy
IF5.5
err2025-11-27
err0
errOAAI
errEric Asamoah; Gerard B.M. Heuvelink; Vincent Logah; Johan G.B. Leenaars; Prem S. Bindraban
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errSave
Mapping soil fertility properties in central Ethiopia at 100 m spatial resolution
errGEODERMA REGIONAL
IF3.3
err2025-06-01
err0
PREAI
errRedi, Musefa A.; Heuvelink, Gerard B. M.; Leenaars, Johan G. B.
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Utilising soil diagnostic features and environmental covariates to estimate nutrient content in Ethiopian soils
errGEODERMA REGIONAL
IF3.3
err2025-06-01
err0
errOAAI
errReda, Gidena T.; Heuvelink, Gerard B. M.; Wall, David P.; Schulte, Rogier P. O.; Reda, Abbadi G.; Elias, Eyasu; Gebresamuel, Girmay; Creamer, Rachel E.
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Introducing the Russell Review 'Artificial Intelligence in Soil Science' by Alexandre MJ-C. Wadoux
errEUROPEAN JOURNAL OF SOIL SCIENCE
IF3.8
err2025-03-01
err0
PREAI
errHeuvelink, Gerard B. M.
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errSave
Modelling and mapping maize yields and making fertilizer recommendations with uncertain soil information
errPRECISION AGRICULTURE
IF6.6
err2024-12-02
err0
PREAI
errTakoutsing, Bertin; Heuvelink, Gerard B. M.; Aynekulu, Ermias; Shepherd, Keith D.
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errSave
High resolution soil moisture mapping in 3D space and time using machine learning and depth functions
errGEODERMA
IF6.6
err2024-12-01
err0
errOAAI
errZhang, Mo; Ge, Yong; Heuvelink, Gerard B. M.; Ma, Yuxin
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Combining production ecology principles with random forest to model potato yield in China
errFIELD CROPS RESEARCH
IF6.4
err2024-12-01
err0
errOAAI
errHuang, Qiuhong; Heuvelink, Gerard B. M.; He, Ping; Leenaars, Johan G. B.; Schut, Antonius G. T.
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errSave
Biplots for understanding machine learning predictions in digital soil mapping
errECOLOGICAL INFORMATICS
IF7.3
err2024-12-01
err1
errOAAI
errvan der Westhuizen, Stephan; Heuvelink, Gerard B. M.; Gardner-Lubbe, Sugnet; Clarke, Catherine E.
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On soil districts
errGEODERMA
IF6.6
err2024-12-01
err1
errOAAI
errWadoux, Alexandre M. J. -C.; Courteille, Lea; Arrouays, Dominique; Gomes, Lucas De Carvalho; Cortet, Jerome; Creamer, Rachel E.; Eberhardt, Einar; Greve, Mogens H.; Grueneberg, Erik; Harhoff, Roland; Heuvelink, Gerard B. M.; Krahl, Ina; Lagacherie, Philippe; Miko, Ladislav; Mulder, Vera L.; Pasztor, Laszlo; Pieper, Silvia; Richer-de-Forges, Anne C.; Sanchez-Rodriguez, Antonio Rafael; Rossiter, David; Steinhoff-Knopp, Bastian; Stoeckhardt, Stefanie; Szatmari, Gabor; Takacs, Katalin; Tsiafouli, Maria; Vanwalleghem, Tom; Wellbrock, Nicole; Wetterlind, Johanna
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Mapping soil thickness by accounting for right-censored data with survival probabilities and machine learning
errEUROPEAN JOURNAL OF SOIL SCIENCE
IF3.8
err2024-10-07
err0
errOAAI
errvan der Westhuizen, Stephan; Heuvelink, Gerard B. M.; Hofmeyr, David P.; Poggio, Laura; Nussbaum, Madlene; Brungard, Colby
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Interpreting and evaluating digital soil mapping prediction uncertainty: A case study using texture from SoilGrids
errGEODERMA
IF6.6
err2024-10-01
err0
errOAAI
errLilburne, Linda; Helfenstein, Anatol; Heuvelink, Gerard B. M.; Eger, Andre
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errSave
Random forest machine learning for maize yield and agronomic efficiency prediction in Ghana
errHELIYON
IF3.6
err2024-09-01
err6
errOAAI
errAsamoah, Eric; Heuvelink, Gerard B. M.; Chairi, Ikram; Bindraban, Prem S.; Logah, Vincent
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Optimizing the detection of emerging infections using mobility-based spatial sampling
errINTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION
IF8.6
err2024-07-01
err0
errOAAI
errZhang, Die; Ge, Yong; Wang, Jianghao; Liu, Haiyan; Zhang, Wen-Bin; Wu, Xilin; Heuvelink, Gerard B. M.; Wu, Chaoyang; Yang, Juan; Ruktanonchai, Nick W.; Qader, Sarchil H.; Ruktanonchai, Corrine W.; Cleary, Eimear; Yao, Yongcheng; Liu, Jian; Nnanatu, Chibuzor C.; Wesolowski, Amy; Cummings, Derek A. T.; Tatem, Andrew J.; Lai, Shengjie
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BIS-4D: mapping soil properties and their uncertainties at 25 m resolution in the Netherlands
errEARTH SYSTEM SCIENCE DATA
IF11.6
err2024-06-25
err5
errOAAI
errHelfenstein, Anatol; Mulder, Vera L.; Broeke, Mirjam J. D. Hack-ten; van Doorn, Maarten; Teuling, Kees; Walvoort, Dennis J. J.; Heuvelink, Gerard B. M.
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Importance of Terrain and Climate for Predicting Soil Organic Carbon Is Highly Variable across Local to Continental Scales
errENVIRONMENTAL SCIENCE & TECHNOLOGY
IF11.3
err2024-06-21
err1
PREAI
errTan, Tianhong; Genova, Giulio; Heuvelink, Gerard B. M.; Lehmann, Johannes; Poggio, Laura; Woolf, Dominic; You, Fengqi
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Using process-oriented model output to enhance machine learning-based soil organic carbon prediction in space and time
errSCIENCE OF THE TOTAL ENVIRONMENT
IF8
err2024-04-01
err8
PREAI
errZhang, Lei; Heuvelink, Gerard B. M.; Mulder, Vera L.; Chen, Songchao; Deng, Xunfei; Yang, Lin
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Research Directions

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Co-authors
Cooperation Journals
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Yadvinder Malhi
H-index: 149 · Papers: 856
G
Gregory P. Asner
H-index: 148 · Papers: 1.1K
P
Peter H. Verburg
H-index: 128 · Papers: 745
O
Oliver L. Phillips
H-index: 124 · Papers: 600
J
Johannes Lehmann
H-index: 122 · Papers: 1.2K
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