Gerard Heuvelink

A RothC-based spatiotemporal analysis of soil organic carbon stocks in agricultural soils of the Netherlands (1986–2022)
Lai, Y., Mulder, V. L., Heuvelink, G. B. M., Kros, H. & Ros, G. H., Mar 2026, In: Geoderma. 467, 117753.
Research output: Contribution to journal › Article › Academic › peer-review

Open Access
Choosing the appropriate methodology to monitor soil organic carbon (SOC) in croplands: aligning methods with evolving monitoring reporting verification (MRV) frameworks
Ihasusta, A., Al Bitar, A., Batjes, N. H., van Egmond, F., Cardinael, R., Karunaratne, S., Barré, P., Arnaud, L., Heuvelink, G., Macdonald, B., Wijmer, T., Demenois, J., Paul-Victor, C., Reynders, S. & Ceschia, E., 2026, In: Carbon Management. 17, 1, 2638317.
Research output: Contribution to journal › Article › Academic › peer-review

Open Access
Fertilizer recommendations for maize production in Ghana: Comparison of machine learning, semi-mechanistic and conventional approaches
Asamoah, E., Heuvelink, G. B. M., Logah, V., Leenaars, J. G. B. & Bindraban, P. S., Mar 2026, In: European Journal of Agronomy. 174, 127925.
Research output: Contribution to journal › Article › Academic › peer-review

Open Access
1 Link opens in a new tab Citation (Scopus)
Kriging prior regression: A case for kriging-based spatial features with TabPFN in soil mapping
Schmidinger, J., Barkov, V., Vogel, S., Atzmueller, M. & Heuvelink, G. B. M., 1 Mar 2026, In: Computers and Electronics in Agriculture. 243, 111352.
Research output: Contribution to journal › Article › Academic › peer-review

Open Access
2 Link opens in a new tab Citations (Scopus)
Mapping and validating the root zone plant-available water holding capacity in central Ethiopia
Abegaz, M. R., Heuvelink, G. B. M. & Leenaars, J. G. B., 2026.
Research output: Contribution to conference › Abstract

Open Access

Data, and source code with "Evaluating the extrapolation potential of random forest digital soil mapping" (https://doi.org/10.1016/j.geoderma.2023.116740)
Hateffard, F. (Creator), Steinbuch, L. (Creator) & Heuvelink, G. (Contributor), Wageningen University, 2025
Dataset
Dataset- and codeset with "Mapping the probability of ripened subsoils using Bayesian logistic regression with informative priors"
Steinbuch, L. (Creator), Heuvelink, G. (Supervisor) & Brus, D. (Supervisor), Wageningen University, 2025
Dataset
Data underlying the publication: Spatial prediction of cassava seed market performance in Tanzania's Lake Zone
Bouwmeester, H. (Creator), Heuvelink, G. (Creator), Msami, J. (Creator) & Legg, J. (Creator), Wageningen University & Research, 6 May 2026
DOI: 10.4121/17d90a7c-e097-409c-b650-7834e535795b
Dataset
SoilGrids250m 2.0 - Volumetric Water Content at 10kPa aggregated 5000m
Poggio, L. (Creator), Turek, M. E. (Creator), Batjes, N. (Creator), Heuvelink, G. (Creator), De Sousa, L. (Creator) & Turdukulov, U. (Creator), ISRIC, 5 Nov 2021
DOI: 10.17027/isric-soilgrids/2be1c098-b2b6-40ab-94b5-86674ad9f4cb
Dataset
Data files belonging to the paper "Dealing with clustered samples for assessing map accuracy by cross-validation"
de Bruin, S. (Creator), Brus, D. (Creator), Heuvelink, G. (Creator), van Ebbenhorst Tengbergen, T. (Creator) & Wadoux, A. (Creator), Wageningen University & Research, 3 Mar 2022
DOI: 10.5281/zenodo.6513429
Dataset

17 Lecture/seminar/webinar
3 Oral presentation
1 Participation in or organising a conference

Wageningen Soil Conference 2023
Hagens, M. (Organiser), Bongiorno, G. (Organiser), van Schaik, L. (Organiser), Vasenev, S. (Organiser), Pysarenko, E. (Organiser), Stokkermans, L. (Organiser), Toner, E. (Organiser) & Heuvelink, G. (Organiser)
28 Aug 2023 → 1 Sept 2023
Activity: Participating in or organising an event › Participation in or organising a conference › Academic
Testing crosstalk in EMCCD imaging for single-grain feldspar Luminescence
de Boer, A.-M. (Speaker), Steinbuch, L. (Speaker), Chamberlain, L. (Speaker), Heuvelink, G. (Speaker) & Wallinga, J. (Speaker)
7 Sept 2022 → 9 Sept 2022
Activity: Talk/presentation/lecture › Lecture/seminar/webinar › Academic
SoilGrids: using big data solutions and machine learning algorithms for global soil mapping
De Sousa, L. M. (Speaker), Batjes, N. H. (Contributor), Heuvelink, G. B. M. (Contributor), Kempen, B. (Contributor) & Poggio, L. (Contributor)
12 Dec 2018
Activity: Talk/presentation/lecture › Oral presentation › Other
Bayesian Generalized Linear Geostatistical Modelling for mapping subsoil ripening
Steinbuch, L. (Speaker) & Heuvelink, G. B. M. (Speaker)
3 Jul 2018 → 6 Jul 2018
Activity: Talk/presentation/lecture › Oral presentation › Other
Towards a sampling design for monitoring global soil organic carbon stocks
Heuvelink, G. B. M. (Speaker), Batjes, N. H. (Contributor), Brus, D. J. (Contributor), de Gruijter, J. J. (Contributor), McBratney, A. B. (Speaker) & Stockmann, U. (Speaker)
28 Aug 2017
Activity: Talk/presentation/lecture › Oral presentation › Other

The Kalman filter for the pedologist's tool kit (Retracted article)
Heuvelink, G.
1/01/06
1 item of Media coverage
Press/Media: Expert Comment › Other

Best paper in pedometrics 2024
Zhang, L. (Recipient), Heuvelink, G. (Recipient), Mulder, T. (Recipient), Chen, S. (Recipient), Deng, X. (Recipient) & Yang, L. (Recipient), 2025
Prize: Prize (including medals and awards)

6 Active
22 Finished

Improved quantification of phosphorus availability for balancing food production and environmental objectives at different spatial scales
Zhou, Y. (PhD candidate), Heuvelink, G. (Promotor) & Helfenstein, J. (Co-promotor)
1/03/25 → …
Project: PhD
A multimodel approach to identifying the causes of Ghana's variable maize yield responses
Kouame, A. (PhD candidate), Heuvelink, G. (Promotor) & Bindraban, P. (Co-promotor)
1/02/23 → …
Project: PhD
Modelling and mapping soil organic carbon in space and time using machine learning and mechanistic approaches
Lai, Y. (PhD candidate), Heuvelink, G. (Promotor) & Mulder, T. (Co-promotor)
1/11/22 → …
Project: PhD
Generating quality-assessed land-soil-crop information to support climate smart agriculture in Ethiopia
Abegaz, M. (PhD candidate) & Heuvelink, G. (Promotor)
1/09/22 → …
Project: PhD
Modelling the relation between potato yield and soil nutrients using mechanistic models, machine learning and geostatistics
Huang, Q. (PhD candidate), Heuvelink, G. (Promotor), Schut, T. (Co-promotor) & Leenaars, J. (Other)
1/09/22 → …
Project: PhD

Gerard Heuvelink

Fingerprint

Collaborations and top research areas from the last five years

Dive into details

A RothC-based spatiotemporal analysis of soil organic carbon stocks in agricultural soils of the Netherlands (1986–2022)

Choosing the appropriate methodology to monitor soil organic carbon (SOC) in croplands: aligning methods with evolving monitoring reporting verification (MRV) frameworks

Fertilizer recommendations for maize production in Ghana: Comparison of machine learning, semi-mechanistic and conventional approaches

Kriging prior regression: A case for kriging-based spatial features with TabPFN in soil mapping

Mapping and validating the root zone plant-available water holding capacity in central Ethiopia

Data, and source code with "Evaluating the extrapolation potential of random forest digital soil mapping" (https://doi.org/10.1016/j.geoderma.2023.116740)

Dataset- and codeset with "Mapping the probability of ripened subsoils using Bayesian logistic regression with informative priors"

Data underlying the publication: Spatial prediction of cassava seed market performance in Tanzania's Lake Zone

SoilGrids250m 2.0 - Volumetric Water Content at 10kPa aggregated 5000m

Data files belonging to the paper "Dealing with clustered samples for assessing map accuracy by cross-validation"

Wageningen Soil Conference 2023

Testing crosstalk in EMCCD imaging for single-grain feldspar Luminescence

SoilGrids: using big data solutions and machine learning algorithms for global soil mapping

Bayesian Generalized Linear Geostatistical Modelling for mapping subsoil ripening

Towards a sampling design for monitoring global soil organic carbon stocks

The Kalman filter for the pedologist's tool kit (Retracted article)

Best paper in pedometrics 2024

Improved quantification of phosphorus availability for balancing food production and environmental objectives at different spatial scales

A multimodel approach to identifying the causes of Ghana's variable maize yield responses

Modelling and mapping soil organic carbon in space and time using machine learning and mechanistic approaches

Generating quality-assessed land-soil-crop information to support climate smart agriculture in Ethiopia

Modelling the relation between potato yield and soil nutrients using mechanistic models, machine learning and geostatistics

Gerard Heuvelink

Fingerprint

Collaborations and top research areas from the last five years

Research output

Datasets

Activities

Press/Media

Prizes

Projects