Books Krivoruchko K. (2011) Spatial Statistical Data Analysis for GIS Users. ESRI Press download. Johnston, K., Ver Hoef J. M., Krivoruchko K., and Lucas N. (2001). Using ArcGIS Geostatistical Analyst. ESRI Press.


Krivoruchko K. and Gribov A. (2019) Evaluation of the empirical Bayesian kriging methodology. Spatial Statistics. Volume 32, August 2019. Link: Bivand R. and Krivoruchko K. (2018) Big data sampling and spatial analysis: “which of the two ladles, of fig- wood or gold, is appropriate to the soup and the pot?” Statistics and Probability Letters (Special Issue on the role of Statistics in the era of big data), Volume 136; pp. 87 – 91. Krivoruchko K. and Gribov A. (2014) Pragmatic Bayesian kriging for non-stationary and moderately non- Gaussian data. In Mathematics of Planet Earth. Proceedings of the 15th Annual Conference of the International Association for Mathematical Geosciences. Eds: Pardo-Igúzquiza, E.; Guardiola-Albert, C.; Heredia, J.; Moreno-Merino, L.; Durán, J.J.; Vargas-Guzmán, J.A. Springer,, pp. 61-64. Download. Gribov A. and Krivoruchko K. (2012). New Flexible Non-parametric Data Transformation for Trans-Gaussian Kriging. Geostatistics Oslo 2012, Quantitative Geology and Geostatistics, Volume 17, Part 1, pp. 51-65, Springer Netherlands. Download. Krivoruchko K., Gribov A., and Krause E. (2011) Multivariate Areal Interpolation for Continuous and Count Data. Procedia Environmental Sciences. Volume 3, 2011, Pages 14-19. 1st Conference on Spatial Statistics 2011 – Mapping Global Change. Download full version. Krivoruchko K. (2011) GIS, spatial statistics and two accidents at the nuclear power plants. Proceedings of International Symposium on Earth Science and Technology, pp 5-12, Kyushi University, Fukuoka, Japan, December 6-7, 2011. Download short version or full version. Krivoruchko K., Gribov A. and Ver Hoef J.M. (2006) A new method for handling the nugget effect in kriging. In T.C. Coburn, J.M. Yarus, and R.L. Chambers, eds., Stochastic modeling and geostatistics: Principles, methods, and Case Studies, Volume II: AAPG Computer Applications in Geology 5, p. 81 – 89. Download. Gribov A. and Krivoruchko K. (2004) Geostatistical Mapping with Continuous Moving Neighborhood. Mathematical Geology, Volume 36, Issue 2, pp 267-281. Download.

Submitted papers

Gribov A. and Krivoruchko K. Empirical Bayesian kriging implementation and usage. Krivoruchko K. and Gribov A. Distance metrics for data interpolation over large areas on Earth's surface

Statistical papers for multi-disciplinary audiences

Krivoruchko K. and Fraczek W. (2016) Interpolation of Data Collected along Lines. Krivoruchko K. and Wood N. (2014) Using multivariate interpolation for estimating well performance. ArcUser Summer 2014, pp.8-11. for-estimating-well-performance Krivoruchko K. and Butler K. (2013) Unequal Probability-Based Spatial Sampling. ArcUser Spring 2013, pp.10-17. Krivoruchko K. (2012) Empirical Bayesian Kriging. ArcUser Fall 2012, pp. 6-10. Krivoruchko K. (2012) Modeling Contamination Using Empirical Bayesian Kriging. ArcUser Fall 2012, .
Konstantin Krivoruchko

Selected Publications