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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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Propagation of positional error in 3D GIS: estimation of the solar irradiation of building roofs

International journal of geographical information science : IJGIS, 2015-12, Vol.29 (12), p.2269-2294

2015

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Multivariate autoregressive modelling and conditional simulation for temporal uncertainty analysis of an urban water system in Luxembourg

Hydrology and earth system sciences, 2021-01, Vol.25 (1), p.193-216

2021

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BIS-4D: mapping soil properties and their uncertainties at 25 m resolution in the Netherlands

Earth system science data, 2024-06, Vol.16 (6), p.2941-2970

2024

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Transfer function-noise modeling and spatial interpolation to evaluate the risk of extreme (shallow) water-table levels in the Brazilian Cerrados

Hydrogeology journal, 2010-12, Vol.18 (8), p.1927-1937

2010

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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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Real-time automatic interpolation of ambient gamma dose rates from the Dutch radioactivity monitoring network

Computers & geosciences, 2009-08, Vol.35 (8), p.1711-1721

2009

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Geostatistical upscaling of rain gauge data to support uncertainty analysis of lumped urban hydrological models

Hydrology and earth system sciences, 2017-02, Vol.21 (2), p.1077-1091

2017

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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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Sampling design optimisation for rainfall prediction using a non-stationary geostatistical model

Advances in water resources, 2017-09, Vol.107, p.126-138

2017

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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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Using simulated annealing for resource allocation

International journal of geographical information science : IJGIS, 2002-09, Vol.16 (6), p.571-587

2002

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The Data Uncertainty Engine (DUE): A software tool for assessing and simulating uncertain environmental variables

Computers & geosciences, 2007-02, Vol.33 (2), p.172-190

2007

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INTAMAP: The design and implementation of an interoperable automated interpolation web service

Computers & geosciences, 2011-03, Vol.37 (3), p.343-352

2011

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

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

2014

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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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Sparse regression interaction models for spatial prediction of soil properties in 3D

Computers & geosciences, 2018-09, Vol.118, p.1-13

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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Web-based tool for expert elicitation of the variogram

Computers & geosciences, 2013-02, Vol.51, p.390-399

2013

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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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Spatial Uncertainty Propagation Analysis with the spup R Package

The R journal, 2019, Vol.10 (2), p.180

2019

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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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Optimizing the spatial pattern of networks for monitoring radioactive releases

Computers & geosciences, 2011-03, Vol.37 (3), p.280-288

2011

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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

Propagation of positional error in 3D GIS: estimation of the solar irradiation of building roofs

Multivariate autoregressive modelling and conditional simulation for temporal uncertainty analysis of an urban water system in Luxembourg

BIS-4D: mapping soil properties and their uncertainties at 25 m resolution in the Netherlands

Transfer function-noise modeling and spatial interpolation to evaluate the risk of extreme (shallow) water-table levels in the Brazilian Cerrados

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

Real-time automatic interpolation of ambient gamma dose rates from the Dutch radioactivity monitoring network

Geostatistical upscaling of rain gauge data to support uncertainty analysis of lumped urban hydrological models

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

Sampling design optimisation for rainfall prediction using a non-stationary geostatistical model

Latin Hypercube Sampling of Gaussian Random Fields

Using simulated annealing for resource allocation

The Data Uncertainty Engine (DUE): A software tool for assessing and simulating uncertain environmental variables

INTAMAP: The design and implementation of an interoperable automated interpolation web service

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

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

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

Sparse regression interaction models for spatial prediction of soil properties in 3D

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

Web-based tool for expert elicitation of the variogram

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

Spatial Uncertainty Propagation Analysis with the spup R Package

Uncertainty quantification of soil property maps with statistical expert elicitation

Optimizing the spatial pattern of networks for monitoring radioactive releases

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