Implementation Self Organizing Map for Cluster Flood Disaster Risk

Indi Febriana Suhriani, Lalu Mutawalli, Chumairoh, Baiq Rina Ari Widiami

2018

Abstract

Floods have devastating effects on human, economic, and environmental life. The flood risk can't be avoided completely so it must be managed. Flood disaster management does not seek to eliminate the danger of flooding, but to cope with it. Thus, this study aims to (1) classify the provinces in Indonesia based on the results of flood risk analysis; (2) Identify flood risk characteristics in each group; and (3) Analysist the flood risk level of each province in Indonesia. The research method used in this research is the method of Self Organizing Map (SOM) by using software R. This research conducted cluster class based on flood risk variables, i.e. province, number of incidents, a victim, houses and damages. The results showed the grouping divided into 6 clusters with members of each cluster are; cluster 1 (central of java and east java), cluster 2 (west java), cluster 3 (Aceh, North Sumatra, West Sumatera, Riau, Jambi, South Sumatra, Bengkulu, Lampung, Bangka Belitung, Kepulauan Riau, DKI Jakarta, Bali, Nusa Tenggara Barat, East Kalimantan, North Sulawesi and Papua), cluster 4 (Banten, West Papua), cluster 5 (South Kalimantan), and cluster 6 (central).

Paper Citation

in Harvard Style

Suhriani I., Mutawalli L., Widiami B. and Chumairoh. (2018). Implementation Self Organizing Map for Cluster Flood Disaster Risk.In Proceedings of the International Conference on Mathematics and Islam - Volume 1: ICMIs, ISBN 978-989-758-407-7, pages 405-409. DOI: 10.5220/0008522604050409

in Bibtex Style

@conference{icmis18,
author={Indi Febriana Suhriani and Lalu Mutawalli and Baiq Rina Ari Widiami and Chumairoh},
title={Implementation Self Organizing Map for Cluster Flood Disaster Risk},
booktitle={Proceedings of the International Conference on Mathematics and Islam - Volume 1: ICMIs,},
year={2018},
pages={405-409},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0008522604050409},
isbn={978-989-758-407-7},
}

in EndNote Style

TY - CONF

JO - Proceedings of the International Conference on Mathematics and Islam - Volume 1: ICMIs,
TI - Implementation Self Organizing Map for Cluster Flood Disaster Risk
SN - 978-989-758-407-7
AU - Suhriani I.
AU - Mutawalli L.
AU - Widiami B.
AU - Chumairoh.
PY - 2018
SP - 405
EP - 409
DO - 10.5220/0008522604050409