Estimating the prediction performance of spatial models via spatial k-fold cross validation

Predictability of boreal forest soil bearing capacity by machine learning

(2016) J. Pohjankukka et al.   JOURNAL OF TERRAMECHANICS

Spatial leave-one-out cross-validation for variable selection in the presence of spatial autocorrelation

(2014) Kévin Le Rest et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

Cross-validation of species distribution models: removing spatial sorting bias and calibration with a null model

(2012) Robert J. Hijmans   ECOLOGY

Regression analysis of spatial data

(2010) Colin M. Beale et al.   ECOLOGY LETTERS

Comment on “Methods to account for spatial autocorrelation in the analysis of species distributional data: a review”

(2009) Matthew G. Betts et al.   ECOGRAPHY

Kriging and cross-validation for massive spatial data

(2009) Hao Zhang et al.   ENVIRONMETRICS