Gerard B. M. Heuvelink

58 papers C 1Journal 50Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Kriging prior regression: A case for kriging-based spatial features with TabPFN in soil mapping. Comput. Electron. Agric. Jonas Schmidinger, Viacheslav Barkov, Sebastian Vogel, Martin Atzmueller, Gerard B. M. Heuvelink
2025	J	`jnl`	Kriging prior Regression: A Case for Kriging-Based Spatial Features with TabPFN in Soil Mapping. CoRR Jonas Schmidinger, Viacheslav Barkov, Sebastian Vogel, Martin Atzmueller, Gerard B. M. Heuvelink
2025	J	`jnl`	Scientists yet to consider spatial correlation in assessing uncertainty of spatial averages and totals. Int. J. Appl. Earth Obs. Geoinformation Alexandre M. J.-C. Wadoux, Gerard B. M. Heuvelink
2025	J	`jnl`	Unraveling drivers of maize (Zea mays L.) yield variability in Ghana: A machine learning approach. Comput. Electron. Agric. Anselme K. K. Kouame, Gerard B. M. Heuvelink, Prem S. Bindraban
2024	J	`jnl`	Biplots for understanding machine learning predictions in digital soil mapping. Ecol. Informatics Stephan van der Westhuizen, Gerard B. M. Heuvelink, Sugnet Gardner-Lubbe, Catherine E. Clarke
2024	J	`jnl`	Optimizing the detection of emerging infections using mobility-based spatial sampling. Int. J. Appl. Earth Obs. Geoinformation Die Zhang, Yong Ge, Jianghao Wang, Haiyan Liu, Wen-Bin Zhang, Xilin Wu, Gerard B. M. Heuvelink, Chaoyang Wu, Juan Yang, Nick W. Ruktanonchai, Sarchil H. Qader, Corrine W. Ruktanonchai, Eimear Cleary, Yongcheng Yao, Jian Liu, Chibuzor C. Nnanatu, Amy Wesolowski, Derek A. T. Cummings, Andrew J. Tatem, Shengjie Lai
2023	J	`jnl`	Uncertainty quantification of nitrogen use efficiency prediction in China using Monte Carlo simulation and quantile regression forests. Comput. Electron. Agric. Yingxia Liu, Gerard B. M. Heuvelink, Zhanguo Bai, Ping He
2022	J	`jnl`	Dealing with clustered samples for assessing map accuracy by cross-validation. Ecol. Informatics Sytze de Bruin, Dick Brus, Gerard B. M. Heuvelink, Tom van Ebbenhorst Tengbergen, Alexandre M. J.-C. Wadoux
2021	J	`jnl`	A Machine Learning-Based Geostatistical Downscaling Method for Coarse-Resolution Soil Moisture Products. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Yan Jin, Yong Ge, Yaojie Liu, Yuehong Chen, Haitao Zhang, Gerard B. M. Heuvelink
2020	J	`jnl`	Random Forest Spatial Interpolation. Remote. Sens. Aleksandar Sekulic, Milan Kilibarda, Gerard B. M. Heuvelink, Mladen Nikolic, Branislav Bajat
2019	J	`jnl`	Super-Resolution Land Cover Mapping Based on the Convolutional Neural Network. Remote. Sens. Yuanxin Jia, Yong Ge, Yuehong Chen, Sanping Li, Gerard B. M. Heuvelink, Feng Ling
2018	J	`jnl`	Downscaling AMSR-2 Soil Moisture Data With Geographically Weighted Area-to-Area Regression Kriging. IEEE Trans. Geosci. Remote. Sens. Yan Jin, Yong Ge, Jianghao Wang, Yuehong Chen, Gerard B. M. Heuvelink, Peter M. Atkinson
2018	J	`jnl`	Geographically Weighted Area-to-Point Regression Kriging for Spatial Downscaling in Remote Sensing. Remote. Sens. Yan Jin, Yong Ge, Jianghao Wang, Gerard B. M. Heuvelink, Le Wang
2018	J	`jnl`	Object-Based Superresolution Land-Cover Mapping From Remotely Sensed Imagery. IEEE Trans. Geosci. Remote. Sens. Yuehong Chen, Yong Ge, Gerard B. M. Heuvelink, Ru An, Yu Chen
2018	J	`jnl`	Risk assessment of storm surge disaster based on numerical models and remote sensing. Int. J. Appl. Earth Obs. Geoinformation Yan Jin, Yong Ge, Jianghao Wang, Gerard B. M. Heuvelink
2018	J	`jnl`	Sparse regression interaction models for spatial prediction of soil properties in 3D. Comput. Geosci. Milutin Pejovic, Mladen Nikolic, Gerard B. M. Heuvelink, Tomislav Hengl, Milan Kilibarda, Branislav Bajat
2018	J	`jnl`	Spatial Uncertainty Propagation Analysis with the spup R Package. R J. Kasia Sawicka, Gerard B. M. Heuvelink, Dennis J. J. Walvoort
2017	—	`ch.`	Space-Time Geostatistics. Encyclopedia of GIS Gerard B. M. Heuvelink, Edzer J. Pebesma, Benedikt Gräler
2017	—	`ch.`	Uncertain Environmental Variables in GIS. Encyclopedia of GIS Gerard B. M. Heuvelink, James D. Brown
2016	J	`jnl`	Spatio-Temporal Interpolation using gstat. R J. Benedikt Gräler, Edzer J. Pebesma, Gerard B. M. Heuvelink
2015	J	`jnl`	Hybrid Constraints of Pure and Mixed Pixels for Soft-Then-Hard Super-Resolution Mapping With Multiple Shifted Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Yuehong Chen, Yong Ge, Gerard B. M. Heuvelink, Jianlong Hu, Yu Jiang
2015	J	`jnl`	Propagation of positional error in 3D GIS: estimation of the solar irradiation of building roofs. Int. J. Geogr. Inf. Sci. Filip Biljecki, Gerard B. M. Heuvelink, Hugo Ledoux, Jantien E. Stoter
2015	J	`jnl`	Sampling design optimization of a wireless sensor network for monitoring ecohydrological processes in the Babao River basin, China. Int. J. Geogr. Inf. Sci. Yong Ge, J. H. Wang, Gerard B. M. Heuvelink, Rui Jin, Xin Li, Jinfeng Wang
2015	J	`jnl`	Upscaling Remote. Sens. Jianghao Wang, Yong Ge, Gerard B. M. Heuvelink, Chenghu Zhou
2014	J	`jnl`	Bayesian area-to-point kriging using expert knowledge as informative priors. Int. J. Appl. Earth Obs. Geoinformation Phuong N. Truong, Gerard B. M. Heuvelink, Edzer J. Pebesma
2014	J	`jnl`	Fusion of pan-tropical biomass maps using weighted averaging and regional calibration data. Int. J. Appl. Earth Obs. Geoinformation Yong Ge, Valerio Avitabile, Gerard B. M. Heuvelink, Jianghao Wang, Martin Herold
2014	J	`jnl`	Spatial Sampling Design for Estimating Regional GPP With Spatial Heterogeneities. IEEE Geosci. Remote. Sens. Lett. Jianghao Wang, Yong Ge, Gerard B. M. Heuvelink, Chenghu Zhou
2013	J	`jnl`	Managing uncertainty in integrated environmental modelling: The UncertWeb framework. Environ. Model. Softw. Lucy Bastin, Dan Cornford, Richard Jones, Gerard B. M. Heuvelink, Edzer J. Pebesma, Christoph Stasch, Stefano Nativi, Paolo Mazzetti, Matthew Williams
2013	J	`jnl`	Spatial statistics for mapping the environment. Int. J. Appl. Earth Obs. Geoinformation Gerard B. M. Heuvelink, Edzer J. Pebesma, Alfred Stein
2013	J	`jnl`	Web-based tool for expert elicitation of the variogram. Comput. Geosci. Phuong N. Truong, Gerard B. M. Heuvelink, John Paul Gosling
2012	J	`jnl`	Comparison of regression and kriging techniques for mapping the average annual precipitation of Turkey. Int. J. Appl. Earth Obs. Geoinformation P. A. Bostan, Gerard B. M. Heuvelink, S. Z. Akyurek
2012	J	`jnl`	Effect of the sampling design of ground control points on the geometric correction of remotely sensed imagery. Int. J. Appl. Earth Obs. Geoinformation Jianghao Wang, Yong Ge, Gerard B. M. Heuvelink, Chenghu Zhou, Dick Brus
2011	J	`jnl`	A geostatistical approach to data harmonization - Application to radioactivity exposure data. Int. J. Appl. Earth Obs. Geoinformation O. Baume, Jon O. Skøien, Gerard B. M. Heuvelink, Edzer J. Pebesma, S. J. Melles
2011	J	`jnl`	Effect of DEM Uncertainty on the Positional Accuracy of Airborne Imagery. IEEE Trans. Geosci. Remote. Sens. Johan Beekhuizen, Gerard B. M. Heuvelink, Jan Biesemans, Ils Reusen
2011	J	`jnl`	INTAMAP: The design and implementation of an interoperable automated interpolation web service. Comput. Geosci. Edzer J. Pebesma, Dan Cornford, Grégoire Dubois, Gerard B. M. Heuvelink, Dionissios T. Hristopulos, Jürgen Pilz, Ulrich Stöhlker, Gary Morin, Jon O. Skøien
2011	J	`jnl`	Network optimization algorithms and scenarios in the context of automatic mapping. Comput. Geosci. O. P. Baume, Albrecht Gebhardt, C. Gebhardt, Gerard B. M. Heuvelink, Jürgen Pilz
2011	J	`jnl`	Optimizing the spatial pattern of networks for monitoring radioactive releases. Comput. Geosci. S. J. Melles, Gerard B. M. Heuvelink, Chris J. W. Twenhöfel, Arjan van Dijk, Paul H. Hiemstra, O. Baume, Ulrich Stöhlker
2011	—	`conf`	Uncertainty propagation in chained web based modeling services: the case of eHabitat. EnviroInfo Jon O. Skøien, Michael Schulz, Grégoire Dubois, Richard Jones, Gerard B. M. Heuvelink, Dan Cornford
2010	C	`conf`	Deriving Space-Time Variograms from Space-Time Autoregressive (STAR) Model Specifications. SDH Daniel A. Griffith, Gerard B. M. Heuvelink
2010	J	`jnl`	Optimization of mobile radioactivity monitoring networks. Int. J. Geogr. Inf. Sci. Gerard B. M. Heuvelink, Z. Jiang, Sytze de Bruin, Chris J. W. Twenhöfel
2009	—	`conf`	EUFAR goes hyperspectral in FP7. WHISPERS Ils Reusen, Martin Bachmann, Johan Beekhuizen, Eyal Ben-Dor, Jan Biesemans, J.-L. Brenguier, P. Brown, Sabine Chabrillat, Andreas Eisele, J. A. Gomez-Sanchez, Michael G. Grant, Steven L. Groom, Jan Hanus, Gerard B. M. Heuvelink, Stefanie Holzwarth, Andreas Hueni, Hermann Kaufmann, Els Knaeps, Mathias Kneubühler, Timothy J. Malthus, Koen Meuleman, E. de Miguel Llanes, Andreas Müller, A. Pimstein, Elena Prado Ortega, P. Purcell, Thomas Ruhtz, M. Schaale, Michael E. Schaepman, Manfred Wendisch
2009	J	`jnl`	Real-time automatic interpolation of ambient gamma dose rates from the Dutch radioactivity monitoring network. Comput. Geosci. Paul H. Hiemstra, Edzer J. Pebesma, Chris J. W. Twenhöfel, Gerard B. M. Heuvelink
2009	—	`conf`	Uncertainty Propagation Analysis of the airborne hyperspectral data processing chain. WHISPERS Johan Beekhuizen, Gerard B. M. Heuvelink, Ils Reusen, Jan Biesemans
2008	J	`jnl`	Automatic real-time interpolation of radiation hazards: a prototype and system architecture considerations. Int. J. Spatial Data Infrastructures Res. Paul H. Hiemstra, Edzer J. Pebesma, Chris J. W. Twenhöfel, Gerard B. M. Heuvelink
2008	—	`conf`	Sampling Optimization Trade-Offs for Long-Term Monitoring of Gamma Dose Rates. ICCSA (1) S. J. Melles, Gerard B. M. Heuvelink, Chris J. W. Twenhöfel, Ulrich Stöhlker
2008	—	`ch.`	Uncertain Environmental Variables in GIS. Encyclopedia of GIS Gerard B. M. Heuvelink, James D. Brown
2007	J	`jnl`	A probabilistic framework for representing and simulating uncertain environmental variables. Int. J. Geogr. Inf. Sci. Gerard B. M. Heuvelink, James D. Brown, E. Emiel van Loon
2007	J	`jnl`	About regression-kriging: From equations to case studies. Comput. Geosci. Tomislav Hengl, Gerard B. M. Heuvelink, David G. Rossiter
2007	J	`jnl`	The Data Uncertainty Engine (DUE): A software tool for assessing and simulating uncertain environmental variables. Comput. Geosci. James D. Brown, Gerard B. M. Heuvelink
2004	J	`jnl`	Effect of support size on the accuracy of a distributed rockfall model. Int. J. Geogr. Inf. Sci. L. K. A. Dorren, Gerard B. M. Heuvelink
2003	J	`jnl`	Accounting for Spatial Uncertainty in Optimization with Spatial Decision Support Systems. Trans. GIS Jeroen C. J. H. Aerts, Michael F. Goodchild, Gerard B. M. Heuvelink
2003	J	`jnl`	Spatial Data Quality. Edited by Wenzhong Shi, Peter F. Fisher and Michael F. Goodchild (London: Taylor & Francis, 2002) [Pp. xx+313]. ISBN: 0-415-25835-9. Hardback. Int. J. Geogr. Inf. Sci. Gerard B. M. Heuvelink
2002	J	`jnl`	Developments in statistical approaches to spatial uncertainty and its propagation. Int. J. Geogr. Inf. Sci. Gerard B. M. Heuvelink, Peter A. Burrough
2002	J	`jnl`	Using simulated annealing for resource allocation. Int. J. Geogr. Inf. Sci. Jeroen C. J. H. Aerts, Gerard B. M. Heuvelink
1999	J	`jnl`	Latin Hypercube Sampling of Gaussian Random Fields. Technometrics Edzer J. Pebesma, Gerard B. M. Heuvelink
1996	J	`jnl`	Identification of Field Attribute Error Under Different Models of Spatial Variation. Int. J. Geogr. Inf. Sci. Gerard B. M. Heuvelink
1993	J	`jnl`	Error Propagation in Cartographic Modelling Using Boolean Logic and Continuous Classification. Int. J. Geogr. Inf. Sci. Gerard B. M. Heuvelink, Peter A. Burrough
1989	J	`jnl`	Propagation of errors in spatial modelling with GIS. Int. J. Geogr. Inf. Sci. Gerard B. M. Heuvelink, Peter A. Burrough, Alfred Stein