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Random forest as a generic framework for predictive modeling of spatial and spatio-temporal variables

PeerJ (San Francisco, CA), 2018-08, Vol.6, p.e5518-e5518, Article e5518

2018

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Soil resources and element stocks in drylands to face global issues

Scientific reports, 2018-09, Vol.8 (1), p.13788-8, Article 13788

2018

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Optimizing the detection of emerging infections using mobility-based spatial sampling

International journal of applied earth observation and geoinformation, 2024-07, Vol.131, p.103949, Article 103949

2024

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Optimization of rain gauge sampling density for river discharge prediction using Bayesian calibration

PeerJ (San Francisco, CA), 2020-07, Vol.8, p.e9558-e9558, Article e9558

2020

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Random forest machine learning for maize yield and agronomic efficiency prediction in Ghana

Heliyon, 2024-09, Vol.10 (17), p.e37065, Article e37065

2024

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Bayesian area-to-point kriging using expert knowledge as informative priors

International journal of applied earth observation and geoinformation, 2014-08, Vol.30, p.128-138

2014

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Latin Hypercube Sampling of Gaussian Random Fields

Technometrics, 1999-11, Vol.41 (4), p.303-312

1999

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Fusion of pan-tropical biomass maps using weighted averaging and regional calibration data

ITC journal, 2014-09, Vol.31, p.13-24

2014

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Effect of the sampling design of ground control points on the geometric correction of remotely sensed imagery

ITC journal, 2012-08, Vol.18, p.91-100

2012

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Using Linear Integer Programming for Multi‐Site Land‐Use Allocation

Geographical analysis, 2003-04, Vol.35 (2), p.148-169

2003

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The effect of acquisition error and level of detail on the accuracy of spatial analyses

Cartography and geographic information science, 2018-03, Vol.45 (2), p.156-176

2018

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Deriving temporally continuous soil moisture estimations at fine resolution by downscaling remotely sensed product

International journal of applied earth observation and geoinformation, 2018-06, Vol.68, p.8-19

2018

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Space-time geostatistics for geography: a case study of radiation monitoring across parts of Germany

Geographical analysis, 2010-04, Vol.42 (2)

2010

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Spatio-temporal interpolation of daily temperatures for global land areas at 1km resolution

Journal of geophysical research. Atmospheres, 2014-03, Vol.119 (5), p.2294-2313

2014

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Uncertainty quantification of soil property maps with statistical expert elicitation

Geoderma, 2013, Vol.202-03, p.142-152

2013

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Refining a reconnaissance soil map by calibrating regression models with data from the same map (Normandy, France)

Geoderma Regional, 2014-09, Vol.1 (septembre 2014), p.21-30

2014

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Spatial statistics for mapping the environment

International journal of applied earth observation and geoinformation, 2013-06, Vol.22, p.1-2

2013

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Soil type mapping using the generalised linear geostatistical model: A case study in a Dutch cultivated peatland

Geoderma, 2012, Vol.189-90, p.540-553

2012

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Managing uncertainty in integrated environmental modelling: The UncertWeb framework: Thematic Issue on the Future of Integrated Modeling Science and Technology

Environmental modelling & software : with environment data news, 2013, Vol.39, p.116-134

2013

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Space–Time Geostatistics for Geography: A Case Study of Radiation Monitoring Across Parts of Germany. 地理学的时空地统计学：横跨德国部分区域的辐射监测的案例研究

Geographical analysis, 2010-04, Vol.42 (2), p.161-179

2010

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Using Linear Integer Programming for Multi-Site Land-Use Allocation

Geographical analysis, 2003, Vol.35 (2), p.148-169

2003

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Accounting for Spatial Uncertainty in Optimization with Spatial Decision Support Systems

Transactions in GIS, 2003-03, Vol.7 (2), p.211-230

2003

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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. Price £59.99. Hardback

International journal of geographical information science : IJGIS, 2003-12, Vol.17 (8), p.816-818

Heuvelink, Gerard B. M.

2003

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INTAMAP: The design and implementation of an interoperable automated interpolation web service: Geoinformatics for Environmental Surveillance

Computers & geosciences, 2011, Vol.37 (3), p.343-352

2011

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About regression-kriging : From equations to case studies: Spatial analysis

Computers & geosciences, 2007, Vol.33 (10), p.1301-1315

2007

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Random forest as a generic framework for predictive modeling of spatial and spatio-temporal variables

Soil resources and element stocks in drylands to face global issues

Optimizing the detection of emerging infections using mobility-based spatial sampling

Optimization of rain gauge sampling density for river discharge prediction using Bayesian calibration

Random forest machine learning for maize yield and agronomic efficiency prediction in Ghana

Bayesian area-to-point kriging using expert knowledge as informative priors

Latin Hypercube Sampling of Gaussian Random Fields

Fusion of pan-tropical biomass maps using weighted averaging and regional calibration data

Effect of the sampling design of ground control points on the geometric correction of remotely sensed imagery

Using Linear Integer Programming for Multi‐Site Land‐Use Allocation

The effect of acquisition error and level of detail on the accuracy of spatial analyses

Deriving temporally continuous soil moisture estimations at fine resolution by downscaling remotely sensed product

Space-time geostatistics for geography: a case study of radiation monitoring across parts of Germany

Spatio-temporal interpolation of daily temperatures for global land areas at 1km resolution

Uncertainty quantification of soil property maps with statistical expert elicitation

Refining a reconnaissance soil map by calibrating regression models with data from the same map (Normandy, France)

Spatial statistics for mapping the environment

Soil type mapping using the generalised linear geostatistical model: A case study in a Dutch cultivated peatland

Managing uncertainty in integrated environmental modelling: The UncertWeb framework: Thematic Issue on the Future of Integrated Modeling Science and Technology

Space–Time Geostatistics for Geography: A Case Study of Radiation Monitoring Across Parts of Germany. 地理学的时空地统计学：横跨德国部分区域的辐射监测的案例研究

Using Linear Integer Programming for Multi-Site Land-Use Allocation

Accounting for Spatial Uncertainty in Optimization with Spatial Decision Support Systems

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. Price £59.99. Hardback

INTAMAP: The design and implementation of an interoperable automated interpolation web service: Geoinformatics for Environmental Surveillance

About regression-kriging : From equations to case studies: Spatial analysis

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