Research output per year
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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Research output
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A Machine Learning-Based Geostatistical Downscaling Method for Coarse-Resolution Soil Moisture Products
Jin, Y., Ge, Y., Liu, Y., Chen, Y., Zhang, H. & Heuvelink, G. B. M., Jan 2021, In : IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 14, p. 1025-1037 13 p., 9247250.Research output: Contribution to journal › Article › Academic › peer-review
Open Access -
Multivariate autoregressive modelling and conditional simulation for temporal uncertainty analysis of an urban water system in Luxembourg
Arturo Torres-Matallana, J., Leopold, U. & Heuvelink, G. B. M., 13 Jan 2021, In : Hydrology and Earth System Sciences. 25, 1, 25-193-2021.Research output: Contribution to journal › Article › Academic › peer-review
Open Access -
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
1 Citation (Scopus) -
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
1 Citation (Scopus) -
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 Access5 Citations (Scopus)
Datasets
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SoilGrids: a system for automated global soil mapping
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
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Bayesian Generalized Linear Geostatistical Modelling for mapping subsoil ripening
L. Steinbuch (Speaker) & G.B.M. Heuvelink (Speaker)
3 Jul 2018 → 6 Jul 2018Activity: Talk or presentation › Oral presentation › Other
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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 2018Activity: Talk or presentation › Oral presentation › Other
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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 2017Activity: Talk or presentation › Oral presentation › Other
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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 › Other
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Geostatistical modelling of soil property maps for Europe
Gerard Heuvelink (Speaker)
4 Feb 2010 → …Activity: Talk or presentation › Public lecture/debate/seminar › Other
Press / Media
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The Kalman filter for the pedologist's tool kit (Retracted article)
1/01/06
1 item of Media coverage
Press/Media: Expert Comment › Other
Projects
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Enhancement of the use of machine learning in digital soil mapping.
van der Westhuizen, S. & Heuvelink, G.
1/02/19 → …
Project: PhD