G.B.M. Heuvelink

ISRIC - World Soil Information — Netherlands

Environmental Science · Physical Sciences

71h-index28.0kcitations489works7.22yr avg
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Research Topics

Soil Geostatistics and Mapping(249), Soil Carbon and Nitrogen Dynamics(59), Hydrology and Watershed Management Studies(54), Soil and Unsaturated Flow(40), Soil and Water Nutrient Dynamics(40)

Publications489 total

Kriging prior regression: A case for kriging-based spatial features with TabPFN in soil mapping
Computers and Electronics in Agriculture·2025· 1 citedOpen Access
Fertilizer recommendations for maize production in Ghana: Comparison of machine learning, semi-mechanistic and conventional approaches
European Journal of Agronomy·2025Open Access
From Fragmented Data to Shared Intelligence: A Research Agenda for Soil Information in Africa
European Journal of Soil Science·2025Open Access
Modeling maize yield and agronomic efficiency using machine learning models: A comparative analysis
Agronomy Journal·2025· 1 citedOpen Access
Mapping global distributions, environmental controls, and uncertainties of apparent topsoil and subsoil organic carbon turnover times
Earth system science data·2025· 1 citedOpen Access
Unraveling drivers of maize (Zea mays L.) yield variability in Ghana: A machine learning approach
Computers and Electronics in Agriculture·2025· 2 citedOpen Access
A novel method to assess crosstalk in single-grain luminescence detection
Radiation Measurements·2025Open Access
Utilising soil diagnostic features and environmental covariates to estimate nutrient content in Ethiopian soils
Geoderma Regional·2025Open Access
Does digital soil mapping prediction performance of soil texture improve when adding uncertain field texture estimates? A study based on clay content
Geoderma·2025· 1 citedOpen Access
Scientists yet to consider spatial correlation in assessing uncertainty of spatial averages and totals
International Journal of Applied Earth Observation and Geoinformation·2025· 1 citedOpen Access
Mapping soil fertility properties in central Ethiopia at 100 m spatial resolution
Geoderma Regional·2025· 1 citedOpen Access
Modelling Maize Yield and Agronomic Efficiency Using Machine Learning Models: A Comparative Analysis
2025Open Access
Modeling topsoil organic carbon in proglacial areas worldwide using interpretive machine learning
2025Open Access
Introducing the Russell Review ‘Artificial Intelligence in Soil Science’ by Alexandre <scp>M.J.‐C.</scp> Wadoux
European Journal of Soil Science·2025Open Access
Supplementary material to "Mapping global distributions, environmental controls, and uncertainties of apparent top- and subsoil organic carbon turnover times"
2025Open Access
Mapping global distributions, environmental controls, and uncertainties of apparent top- and subsoil organic carbon turnover times
2025· 2 citedOpen Access
Monitoring, reporting and verification of soil organic carbon stock changes at arable land: Cookbook for assessment in different MRV contexts and proposition of a harmonised approach
SPIRE - Sciences Po Institutional REpository·2025Open Access
The effect of modeller’s choices and measurement errors on the performance of MIR soil spectroscopy models
SSRN Electronic Journal·2025Open Access
What drives the potato yield gap in China? A big data perspective
SSRN Electronic Journal·2025Open Access
Modelling and mapping maize yields and making fertilizer recommendations with uncertain soil information
Precision Agriculture·2024· 5 citedOpen Access
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Frequent Co-authors

Tomislav Hengl(11), Bas Kempen(8), Edzer Pebesma(8), N.H. Batjes(6), J.G.B. Leenaars(6), D.J. Brus(6), Laura Poggio(4), J.J. Stoorvogel(4), Jorge Mendes de Jesus(3), M. Ruiperez González(3), Milan Kilibarda(3), R.A. MacMillan(3), Eloi Ribeiro(3), David G. Rossiter(3), Markus Walsh(3), Benedikt Gräler(3), Philippe Lagacherie(3), Alex B. McBratney(3), Lieven Claessens(3), Alexandre M.J.‐C. Wadoux(3)