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Comparing sampling patterns for kriging the spatial mean temporal trend
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Ter Braak C.J.F., Brus D.J., Pebesma E.J. Comparing sampling patterns for kriging the spatial mean temporal trend. Journal of Agricultural, Biological, and Environmental Statistics 2008, 13:159-176.
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Ter Braak, C.J.F.1
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Design-based versus model-based estimates of spatial means. Theory and application in environmental soil science
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Brus D.J., de Gruijter J.J. Design-based versus model-based estimates of spatial means. Theory and application in environmental soil science. Environmetrics 1993, 4:123-152.
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Random sampling or geostatistical modelling? Choosing between design-based and model-based sampling strategies for soil (with discussion)
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Brus D.J., de Gruijter J.J. Random sampling or geostatistical modelling? Choosing between design-based and model-based sampling strategies for soil (with discussion). Geoderma 1997, 80:1-59.
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Design-based Generalized Least Squares estimation of status and trend of soil properties from monitoring data
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Brus D.J., de Gruijter J.J. Design-based Generalized Least Squares estimation of status and trend of soil properties from monitoring data. Geoderma 2011, 164:172-180.
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Optimization of sample patterns for universal kriging of environmental variables
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Brus D.J., Heuvelink G.B.M. Optimization of sample patterns for universal kriging of environmental variables. Geoderma 2007, 138:86-95.
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Sampling design for compliance monitoring of surface water quality: a case study in a polder area
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Brus D.J., Knotters M. Sampling design for compliance monitoring of surface water quality: a case study in a polder area. Water Resources Research 2008, 44:W11410.
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A sampling scheme for estimating the mean extractable phosphorus concentration of fields for environmental regulation
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Brus D.J., Spätjens L.E.E.M., de Gruijter J.J. A sampling scheme for estimating the mean extractable phosphorus concentration of fields for environmental regulation. Geoderma 1999, 89:129-148.
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Constrained optimisation of soil sampling for minimisation of the kriging variance
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Model-free estimation from spatial samples: a reappraisal of classical sampling theory
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Springer, Berlin
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de Gruijter J.J., Brus D.J., Bierkens M.F.P., Knotters M. Sampling for Natural Resource Monitoring 2006, Springer, Berlin.
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Sampling for Natural Resource Monitoring
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Estimating variograms of soil properties by the method-of-moments and maximum likelihood
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Lark R.M. Estimating variograms of soil properties by the method-of-moments and maximum likelihood. European Journal of Soil Science 2000, 51:717-728.
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On spatial prediction of soil properties in the presence of a spatial trend: the empirical best linear unbiased predictor E-BLUP with REML
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Lark R.M., Cullis B.R., Welham S.J. On spatial prediction of soil properties in the presence of a spatial trend: the empirical best linear unbiased predictor E-BLUP with REML. European Journal of Soil Science 2006, 57:787-799.
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Estimating temporal change in soil monitoring: I. Statistical theory
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An R package for spatial coverage sampling and random sampling from compact geographical strata by k-means
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Walvoort D.J.J., Brus D.J., de Gruijter J.J. An R package for spatial coverage sampling and random sampling from compact geographical strata by k-means. Computers and Geosciences 2010, 36:1261-1267.
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Computers and Geosciences
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Walvoort, D.J.J.1
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Sample adequately to estimate variograms of soil properties
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