ANALYZING OF ENVIRONMENTAL DATA WITH GRNN AND GEOSTATISTICS (PREPRINT IBRAE-1999-07)

Preprint IBRAE-99-07

Grachev N.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 analysed. Effects of structure in initial data and Network configuration on model quality is studied. All models are applied to real radioactive pollution data in Briansk region. 

Bibliographical reference

Grachev N.S., Demyanov V.V., Kanevski M.F., Savelieva E.A., Timonin V.A., Chernov S.Y. ANALYZING OF ENVIRONMENTAL DATA WITH GRNN AND GEOSTATISTICS. Preprint IBRAE-99-07. Moscow: Nuclear Safety Institute. November 1999. 39 p. — Refs.: 14 items.