TY - GEN
T1 - Open source point process modeling of earthquake
AU - Ye, Xinyue
AU - Yu, Jiefan
AU - Wu, Ling
AU - Li, Shengwen
AU - Li, Jingjing
N1 - Publisher Copyright:
© Springer-Verlag Berlin Heidelberg 2015.
PY - 2015
Y1 - 2015
N2 - As the most destructive natural disaster, earthquake may cause catastrophic demolition which leads to devastating outcomes. Earthquake’s hypocenter is a point associated with spatial footprint, occurrence time, and magnitude. Open source point process modeling is adopted to detect the possible interactions among earthquakes with spatial features, temporal characteristics and effect of the other covariates. Integration of geologic variables in the point process models is suggested for the investigation of the magnitude 6.1 earthquake and the aftershocks occurred on Jun 30, 1975 in Yellowstone National Park. A Multitype Strauss Process Model is utilized, and it successfully captures the spatial pattern of epicenters under the effect of interaction radii among different types of earthquakes. In addition, the distance to faults and earthquake focal depths are implemented as the geologic variables in explaining the seismic pattern.
AB - As the most destructive natural disaster, earthquake may cause catastrophic demolition which leads to devastating outcomes. Earthquake’s hypocenter is a point associated with spatial footprint, occurrence time, and magnitude. Open source point process modeling is adopted to detect the possible interactions among earthquakes with spatial features, temporal characteristics and effect of the other covariates. Integration of geologic variables in the point process models is suggested for the investigation of the magnitude 6.1 earthquake and the aftershocks occurred on Jun 30, 1975 in Yellowstone National Park. A Multitype Strauss Process Model is utilized, and it successfully captures the spatial pattern of epicenters under the effect of interaction radii among different types of earthquakes. In addition, the distance to faults and earthquake focal depths are implemented as the geologic variables in explaining the seismic pattern.
KW - Earthquakes
KW - Multitype Strauss Process Model
KW - Open source
KW - Point process modeling
UR - http://www.scopus.com/inward/record.url?scp=84922384926&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84922384926&partnerID=8YFLogxK
U2 - 10.1007/978-3-662-45737-5_54
DO - 10.1007/978-3-662-45737-5_54
M3 - Conference contribution
AN - SCOPUS:84922384926
T3 - Communications in Computer and Information Science
SP - 548
EP - 557
BT - Geo-Informatics in Resource Management and Sustainable Ecosystem - 2nd International Conference, GRMSE 2014, Proceedings
A2 - Bian, Fuling
A2 - Xie, Yichun
PB - Springer Verlag
T2 - 2nd International Conference on Geo-Informatics in Resource Management and Sustainable Ecosystem, GRMSE 2014
Y2 - 3 October 2014 through 5 October 2014
ER -