Predictive seismically-induced landslide hazard mapping in oregon using a maximum entropy model (MaxEnt)

NCEE 2014 - 10th U.S. National Conference on Earthquake Engineering: Frontiers of Earthquake Engineering

Volumn , Issue , 2014, Pages

  O'Banion, M S ^a   Olsen, M J ^a  

^a Oregon State University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CLIMATE MODELS; EARTHQUAKES; ENGINEERING GEOLOGY; ENTROPY; HAZARDS; LITHOLOGY; PROBABILITY DISTRIBUTIONS; REMOTE SENSING; SAFETY ENGINEERING; SEISMOLOGY; TRANSPORTATION ROUTES;

ANNUAL MEAN PRECIPITATION; DIGITAL ELEVATION MODEL; LANDSLIDE SUSCEPTIBILITY; MAXIMUM ENTROPY MODELING; NORMALIZED DIFFERENCE VEGETATION INDEX DATUM; SEISMICALLY INDUCED LANDSLIDE; SPECIES DISTRIBUTION MODELING; STATISTICAL METHODOLOGIES;

LANDSLIDES;

EID: 84929011757     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.4231/D3C24QN8T     Document Type: Conference Paper

References (10)

1. Phillips SJ, Dudik M, Schapire RE. A maximum entropy approach to species distribution modeling. Proceedings of the Twenty-First International Conference on Machine Learning, 2004; 665-662.
2. Felicisimo A, Cuartero A, et al. Mapping landslide susceptibility with logistic regression, multiple adaptive regression splines, classification and regression trees, and maximum entropy methods: a comparative study. Landslides, 2011; 10: 175-189.
3. Convertino M, Troccoli A, Catani F. Detecting fingerprints of landslide drivers: A MaxEnt model. Journal of Geophysical Research: Earth Surface, 2013; 118: 1-20.
4. Burns WJ, Mickelson KA, Saint-Pierre EC. Statewide Landslide Information Database for Oregon, release 2 (SLIDO-2), Oregon Department of Geology and Mineral Industries, 2008.
5. Madin IP, Burns WJ. Ground Motion, Ground Deformation, Tsunami Inundation, Coseismic Subsidence, and Damage Potential Maps for the 2012 Oregon Resilience Plan for Cascadia Subduction Zone Earthquakes. Oregon Department of Geology and Mineral Industries Open-File Report O-13-06, 2013.
6. Phillips SJ A Brief Tutorial on MaxEnt. , 2010.
7. BlueSpray GIS Software, 2013, SchoonerTurtles, Inc. , 2013.
8. Yackulic CB, Chandler RC, et al. Presence-only modelling using MAXENT: when can we trust the inferences?. Methods in Ecology and Evolution, 2012; 4: 236-243.
9. Olsen MJ, Ashford SA, et al. Impacts of Potential Seismic Landslides on Lifeline Corridors. Final Report SPR 740, Oregon Department of Transportation, 2013, Under Review.
10. Wartman J, Dunham L, et al. Landslides in Eastern Honshu Induced by the 2011 Tohoku Earthquake. Seismological Society of America, 2012