MAPPING OF SPATIAL DATA WITH MULTILAYER PERCEPTRON AND GEOSTATISTICS (PREPRINT IBRAE-1999-03)

Preprint IBRAE-99-03

Kravetski A.S., Demyanov V.V., Kanevski M.F., Savelieva E.A., Timonin V.A, Chernov S.Y. 

In this work methods of mapping spatial data by Neural Network and Geostatistic are analyzed. The effect of Network configuration on model quality is studied. The results are presented as maps of soil contamination. All models are applied to real radioactive pollution data in Briansk region. 

Bibliographical reference

Kravetski A.S., Demyanov V.V., Kanevski M.F., Savelieva E.A., Timonin V.A, Chernov S.Y. MAPPING OF SPATIAL DATA WITH MULTILAYER PERCEPTRON AND GEOSTATISTICS. Preprint IBRAE-99-03. Moscow: Nuclear Safety Institute. 1999. 41 p. — Refs.: 12 items.