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soil science (5) 5
geology (4) 4
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analysis (3) 3
geostatistics (3) 3
kriging (3) 3
soils (3) 3
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Geoderma, ISSN 0016-7061, 10/2019, Volume 351, pp. 59 - 70
Digital soil mapping (DSM) techniques are widely employed to generate soil maps. Soil properties are typically predicted individually, while ignoring the... 
Uncertainty quantification | Prediction intervals | LUCAS | Pedometrics | Convolutional neural network | Machine learning | Bodemgeografie en Landschap | Soil Geography and Landscape | SOIL SCIENCE | RESOLUTION | SIZE | Soils | Usage | Carbon content | Neural networks | Analysis
Journal Article
Geoderma, ISSN 0016-7061, 12/2019, Volume 355, p. 113913
Machine learning techniques are widely employed to generate digital soil maps. The map accuracy is partly determined by the number and spatial locations of the... 
Spatial simulated annealing | k-means | Random forest | LUCAS | Uncertainty assessment | Pedometrics | Conditioned Latin Hypercube | Spatial coverage | Optimal design | FIELDS | SCHEME | SOIL SCIENCE | CONSTRAINED OPTIMIZATION
Journal Article
European Journal of Soil Science, ISSN 1351-0754, 11/2019
Journal Article
Geoderma, ISSN 0016-7061, 08/2018, Volume 324, pp. 138 - 147
Simple and ordinary kriging assume a constant mean and variance of the soil variable of interest. This assumption is often implausible because the mean and/or... 
Uncertainty assessment | Pedometrics | REML | Kriging | Geostatistics | Non-stationarity | SOIL SCIENCE | CLASSIFICATION | OPTIMIZATION | Geology | Analysis | Statistical methods
Journal Article
European Journal of Soil Science, ISSN 1351-0754, 2019, Volume 70, Issue 5, pp. 975 - 989
Journal Article
Advances in Water Resources, ISSN 0309-1708, 09/2017, Volume 107, pp. 126 - 138
The accuracy of spatial predictions of rainfall by merging rain-gauge and radar data is partly determined by the sampling design of the rain-gauge network.... 
Sampling design optimisation | Radar-gauge merging | Geostatistics | Non-stationary variance | Rainfall | Spatial Simulated Annealing | Kriging | RADAR | INFORMATION | WATER RESOURCES | MERGING TECHNIQUES | INFERENCE | INTERPOLATION | GAUGE MEASUREMENTS | VARIOGRAM | SOIL | VARIABLES | CONSTRAINED OPTIMIZATION | Case studies | Geology | Analysis | Weather forecasting | Models | Statistical methods | Rain and rainfall
Journal Article
SOIL, ISSN 2199-3971, 03/2019, Volume 5, Issue 1, pp. 107 - 119
Journal Article
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