Landslide hazard zoning using genetic programming

Auteur :
LITSCHERT, S.

Description :
Genetic programming (GP) is presented as a technique to induce models that can be used with GIS data to map landslides hazard zones. This study explores the use of GP to discover causative or associative factors most important to landslides and to induce a model for landslide hazard zoning using readily available data. The hazard maps are compared, both quantitatively and qualitatively, to a landslide-hazard map of the same area previously created by USGS (United States Geological Survey) scientists.


Type de document :
Article de périodique

Source :
Physical geography, issn : 0272-3646, 2004, vol. 25, n°. 2, p. 130-151, nombre de pages : 22, Collation : Illustration, Références bibliographiques : 46 ref.

Date :
2004

Editeur :
Pays édition : Royaume-Uni, Abingdon, Taylor and Francis