Abstract
This paper analyzes the distribution of landslides in southern Taiwan due to typhoon or rainstorm from 2009 to 2011. The genetic adaptive neural network (GANN) integrated with texture analysis and geographic information system (GIS) is applied to capture disaster records and surface information for interpretation and classification of satellite images, and then analysis of land use change. The multivariate hazards evaluation method (MHEH) is employed to quantify the weight of the disaster factors, and then build the landslide potential model. Furthermore, this paper also explores the correlation of rainfall events on slope land development, scale and regional characteristics. The results of this study will provide a reference for the development of subsequent slope development strategies and the evaluation of landslide.
| Original language | English |
|---|---|
| Title of host publication | Proceedings of the 28th International Ocean and Polar Engineering Conference, ISOPE 2018 |
| Publisher | International Society of Offshore and Polar Engineers |
| Pages | 732-738 |
| Number of pages | 7 |
| ISBN (Print) | 9781880653876 |
| Publication status | Published - 2018 Jan 1 |
| Event | 28th International Ocean and Polar Engineering Conference, ISOPE 2018 - Sapporo, Japan Duration: 2018 Jun 10 → 2018 Jun 15 |
Publication series
| Name | Proceedings of the International Offshore and Polar Engineering Conference |
|---|---|
| Volume | 2018-June |
| ISSN (Print) | 1098-6189 |
| ISSN (Electronic) | 1555-1792 |
Other
| Other | 28th International Ocean and Polar Engineering Conference, ISOPE 2018 |
|---|---|
| Country | Japan |
| City | Sapporo |
| Period | 18-06-10 → 18-06-15 |
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All Science Journal Classification (ASJC) codes
- Energy Engineering and Power Technology
- Ocean Engineering
- Mechanical Engineering
Cite this
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Assessment of the rainfall-induced landslide distribution. / Chen, Jing-Wen; Chen, Yie Ruey; Hsieh, Shun Chieh.
Proceedings of the 28th International Ocean and Polar Engineering Conference, ISOPE 2018. International Society of Offshore and Polar Engineers, 2018. p. 732-738 (Proceedings of the International Offshore and Polar Engineering Conference; Vol. 2018-June).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
TY - GEN
T1 - Assessment of the rainfall-induced landslide distribution
AU - Chen, Jing-Wen
AU - Chen, Yie Ruey
AU - Hsieh, Shun Chieh
PY - 2018/1/1
Y1 - 2018/1/1
N2 - This paper analyzes the distribution of landslides in southern Taiwan due to typhoon or rainstorm from 2009 to 2011. The genetic adaptive neural network (GANN) integrated with texture analysis and geographic information system (GIS) is applied to capture disaster records and surface information for interpretation and classification of satellite images, and then analysis of land use change. The multivariate hazards evaluation method (MHEH) is employed to quantify the weight of the disaster factors, and then build the landslide potential model. Furthermore, this paper also explores the correlation of rainfall events on slope land development, scale and regional characteristics. The results of this study will provide a reference for the development of subsequent slope development strategies and the evaluation of landslide.
AB - This paper analyzes the distribution of landslides in southern Taiwan due to typhoon or rainstorm from 2009 to 2011. The genetic adaptive neural network (GANN) integrated with texture analysis and geographic information system (GIS) is applied to capture disaster records and surface information for interpretation and classification of satellite images, and then analysis of land use change. The multivariate hazards evaluation method (MHEH) is employed to quantify the weight of the disaster factors, and then build the landslide potential model. Furthermore, this paper also explores the correlation of rainfall events on slope land development, scale and regional characteristics. The results of this study will provide a reference for the development of subsequent slope development strategies and the evaluation of landslide.
UR - http://www.scopus.com/inward/record.url?scp=85053471896&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85053471896&partnerID=8YFLogxK
M3 - Conference contribution
SN - 9781880653876
T3 - Proceedings of the International Offshore and Polar Engineering Conference
SP - 732
EP - 738
BT - Proceedings of the 28th International Ocean and Polar Engineering Conference, ISOPE 2018
PB - International Society of Offshore and Polar Engineers
ER -