Japanese early-warning for debris flows and slope failures using rainfall indices with Radial Basis Function Network

Author:

Osanai Nobutomo,Shimizu Takeshi,Kuramoto Kazumasa,Kojima Shinichi,Noro Tomoyuki

Publisher

Springer Science and Business Media LLC

Subject

Geotechnical Engineering and Engineering Geology

Reference14 articles.

1. Department of Erosion and Sediment Control (DESC), Ministry of Land, Infrastructure, Transport and Tourism (MLIT) and Japan Meteorological Agency (JMA) and National Institute for Land and Infrastructure Management (NILIM), (2005). Manual for the method of setting mass-movement disasters warning criterion based on rainfall indices (Draft), p.21 (in Japanese)

2. Er MJ, Wu S, Lu J, Toh HL (2002) Face Recognition With Radial Basis Function (RBF) Neural Networks. IEEE Trans Neural Netw 13(3):697–710

3. Glade T, Crozier MJ, Smith P (2000) Applying probability determination to refine landslide-triggering rainfall thereshols using an empirical “Antecedent Daily Rainfall Model”. Pure Appl Geophys 157(6/8):1059–1079

4. Haykin S (1999) Neural networks: a comprehensive foundation 2nd ed. Prentice-Hall, Inc., pp 256-257

5. Kuramoto K, Noro T, Osanai N, Kobayashi M, Okada K (2005) A study on rainfall indexes for giving early warning information for sediment-related disasters, Proceedings of Annual Research Meeting in 2005, pp.186-187, Japan Society of Erosion Control Engineering (in Japanese)

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