Research Output per year
Fingerprint Dive into the research topics where Gerard Heuvelink is active. These topic labels come from the works of this person. Together they form a unique fingerprint. If staff member(s) published prior to his/her WUR affiliation, it is possible that the publication overview, Fingerprint and network diagram are incomplete.
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Network
Recent external collaboration on country level. Dive into details by clicking on the dots.
Research Output
Assessing countrywide soil organic carbon stock using hybrid machine learning modelling and legacy soil data in Cameroon
Silatsa, F. B. T., Yemefack, M., Tabi, F. O., Heuvelink, G. B. M. & Leenaars, J. G. B., 15 May 2020, In : Geoderma. 367, 114260.Research output: Contribution to journal › Article › Academic › peer-review
Extrapolation of a structural equation model for digital soil mapping
Angelini, M. E., Kempen, B., Heuvelink, G. B. M., Temme, A. J. A. M. & Ransom, M. D., 15 May 2020, In : Geoderma. 367, 114226.Research output: Contribution to journal › Article › Academic › peer-review
Machine learning in space and time for modelling soil organic carbon change
Heuvelink, G. B. M., Angelini, M. E., Poggio, L., Bai, Z., Batjes, N. H., van den Bosch, R., Bossio, D., Estella, S., Lehmann, J., Olmedo, G. F. & Sanderman, J., 20 May 2020, In : European Journal of Soil Science.Research output: Contribution to journal › Article › Academic › peer-review
Open Access
Model averaging for mapping topsoil organic carbon in France
Chen, S., Mulder, V. L., Heuvelink, G. B. M., Poggio, L., Caubet, M., Román Dobarco, M., Walter, C. & Arrouays, D., 1 May 2020, In : Geoderma. 366, 114237.Research output: Contribution to journal › Article › Academic › peer-review
3
Citations
(Scopus)
Optimization of rain gauge sampling density for river discharge prediction using Bayesian calibration
Wadoux, A. M. J. C., Heuvelink, G. B. M., Uijlenhoet, R. & De Bruin, S., 2020, In : PeerJ. 8, 32 p., e9558.Research output: Contribution to journal › Article › Academic › peer-review
Open Access
Datasets
SoilGrids1km : a system for automated global soil mapping, Version: 5th of April 2014
Hengl, T. (Creator), Mendes de Jesus, J. (Creator), Carvalho Ribeiro, E. (Creator), Batjes, N. (Creator), Heuvelink, G. (Creator), Kempen, B. (Creator), Ruiperez Gonzalez, M. (Creator), Leenaars, J. (Creator), Caspari, T. M. (Creator), Samuel Rosa, A. (Creator), Reuter, H. I. (Creator) & Macmillan, R. A. (Creator), ISRIC - World Soil Information, 7 Apr 2014
Dataset
Activities
Bayesian Generalized Linear Geostatistical Modelling for mapping subsoil ripening
L. Steinbuch (Speaker), & G.B.M. Heuvelink (Speaker)
3 Jul 2018 → 6 Jul 2018
Activity: Talk or presentation › Oral presentation
SoilGrids: using big data solutions and machine learning algorithms for global soil mapping
L.M. De Sousa (Speaker), , N.H. Batjes (Contributor), , G.B.M. Heuvelink (Contributor), , B. Kempen (Contributor), & Laura Poggio (Contributor)
12 Dec 2018
Activity: Talk or presentation › Oral presentation
Towards a sampling design for monitoring global soil organic carbon stocks
G.B.M. Heuvelink (Speaker), , N.H. Batjes (Contributor), , D.J. Brus (Contributor), , J.J. de Gruijter (Contributor), , Alex B. McBratney (Speaker), & Uta Stockmann (Speaker)
28 Aug 2017
Activity: Talk or presentation › Oral presentation
Geostatistical modelling of soil property maps for Europe
Gerard Heuvelink (Speaker)
4 Feb 2010 → …
Activity: Talk or presentation › Public lecture/debate/seminar
Realistic quantification of input, parameter and structural errors of soil process models
Gerard Heuvelink (Speaker)
24 Nov 2010 → …
Activity: Talk or presentation › Public lecture/debate/seminar
Press / Media
The Kalman filter for the pedologist's tool kit (Retracted article)
1/01/06
1 item of Media coverage
Press/Media: Expert Comment
Projects
Enhancement of the use of machine learning in digital soil mapping.
van der Westhuizen, S. & Heuvelink, G.
1/02/19 → …
Project: PhD