TY - JOUR
T1 - Topographical Characteristics of Frequent Inland Water Flooding Areas in Tangerang City, Indonesia
AU - Djamres, Eilif Kurnia Deda
AU - Komori, Daisuke
AU - Kazama, So
N1 - Funding Information:
For this study, inundation area maps were provided as a crucially important material by the Tangerang Municipality Government. Funding. This research was conducted with support by the Professional Human Resources Development-IV, Ministry of National Development Planning Republic of Indonesia, and International Post-Graduate Program in Human Security, Tohoku University.
Publisher Copyright:
Copyright © 2021 Djamres, Komori and Kazama.
PY - 2021/8/13
Y1 - 2021/8/13
N2 - The methodology examined for this study was based on statistical analyses and GIS computations of frequent inland water flooding areas in Tangerang city, Indonesia during 2008–2015. Primary data used for this study were inland water flooding records from Tangerang city government and an approximately 90 m Merit DEM. We extracted the topographical characteristics of frequent inland water flooding areas and used principal component analysis to find its main characteristics. Results show that frequent inland water flooding areas in Tangerang emerged because of a slope in the upstream condition, the correlation between concave and flow length conditions, correlation of the slope condition and distance to a river, and relations among flow length in upstream characteristics and distance to a pond. Furthermore, a principal component score of frequent inland water flooding areas and other areas in the city was compared with measure similarity. This method correctly identified 71% of frequent inland water flooding areas. Also, 74% of one-time inland water flooding areas were classified as locations with high topographical similarity. Furthermore, field surveys indicated that the remaining 29% of frequent inland water flooding areas had low topographical similarity because of anthropogenic factors.
AB - The methodology examined for this study was based on statistical analyses and GIS computations of frequent inland water flooding areas in Tangerang city, Indonesia during 2008–2015. Primary data used for this study were inland water flooding records from Tangerang city government and an approximately 90 m Merit DEM. We extracted the topographical characteristics of frequent inland water flooding areas and used principal component analysis to find its main characteristics. Results show that frequent inland water flooding areas in Tangerang emerged because of a slope in the upstream condition, the correlation between concave and flow length conditions, correlation of the slope condition and distance to a river, and relations among flow length in upstream characteristics and distance to a pond. Furthermore, a principal component score of frequent inland water flooding areas and other areas in the city was compared with measure similarity. This method correctly identified 71% of frequent inland water flooding areas. Also, 74% of one-time inland water flooding areas were classified as locations with high topographical similarity. Furthermore, field surveys indicated that the remaining 29% of frequent inland water flooding areas had low topographical similarity because of anthropogenic factors.
KW - GIS computation
KW - frequent inland water flooding
KW - principal component analysis
KW - statistical analysis
KW - topographical analysis
UR - http://www.scopus.com/inward/record.url?scp=85119694720&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85119694720&partnerID=8YFLogxK
U2 - 10.3389/frwa.2021.661299
DO - 10.3389/frwa.2021.661299
M3 - Article
AN - SCOPUS:85119694720
SN - 2624-9375
VL - 3
JO - Frontiers in Water
JF - Frontiers in Water
M1 - 661299
ER -