Title :
Preparation of Complex Landslide Simulation Results with Clustering Approaches for Decision Support and Early Warning
Author :
Nuhn, Eva ; Kropat, Erik ; Reinhardt, Wolfgang ; Pickl, Stefan
Author_Institution :
Geoinf. Res. Group (AGIS), Univ. of the Bundeswehr Munich, Neubiberg, Germany
Abstract :
Recent catastrophic landslide events caused large human and material damages. This shows again, that there is still not enough protection against such kinds of natural hazards. In an ongoing research project a new approach to improve early warning systems of landslides is pursued: complex simulations of landslides are coupled with geoinformation systems (GIS). This allows on the one hand for a detailed investigation of unstable slopes with the help of the simulation and on the other hand for a user friendly preparation of the complex simulation results in the GIS for decision support. In this paper the interconnection between a GIS and a simulation system is briefly introduced and the main focus is put on cluster methods for the processing of the complex simulation results in a suitable way to support the user in the decision support and in the learning system, respectively.
Keywords :
alarm systems; decision support systems; digital simulation; disasters; geographic information systems; geomorphology; human computer interaction; learning systems; pattern clustering; GIS; catastrophic landslide events; clustering approach; complex landslide simulation; decision support system; early warning systems; geoinformation systems; learning system; material damages; natural hazard protection; user friendly preparation; Clustering algorithms; Computer science; Data models; Learning systems; Simulation; Terrain factors; Vectors; Landslide simulation; clustering; decision support; early warning; fuzzy clustering; geoinformation system;
Conference_Titel :
System Science (HICSS), 2012 45th Hawaii International Conference on
Conference_Location :
Maui, HI
Print_ISBN :
978-1-4577-1925-7
Electronic_ISBN :
1530-1605
DOI :
10.1109/HICSS.2012.484