A Comparative Analysis of Weighting Methods in Geospatial Flood Risk Assessment: A Trinidad Case Study

小岛屿发展中国家 大洪水 洪水(心理学) 地理 加权 风险评估 洪水风险评估 脆弱性(计算) 脆弱性评估 地理空间分析 环境资源管理 环境规划 气候变化 地图学 环境科学 计算机科学 心理弹性 生态学 考古 放射科 生物 计算机安全 心理学 心理治疗师 医学
作者
Cassie Roopnarine,Bheshem Ramlal,Ronald Roopnarine
出处
期刊:Land [Multidisciplinary Digital Publishing Institute]
卷期号:11 (10): 1649-1649 被引量:9
标识
DOI:10.3390/land11101649
摘要

The Republic of Trinidad and Tobago is an archipelagic Small Island Developing State (SIDS), situated on the southern end of the chain of Caribbean islands. Several factors such as climate, topography, and hydrological characteristics increase its susceptibility and vulnerability to flooding which results in adverse socio-economic impacts. Many Caribbean islands, including Trinidad and Tobago lack a flood risk assessment tool which is essential for a proactive mitigation approach to floods, specifically in the Caribbean due to the incommensurate flooding events that occur because of the inherent characteristics of SIDS. This research focuses on the problem of flooding using susceptibility analysis, vulnerability analysis and risk assessment for the island of Trinidad, whilst also presenting a repeatable and appropriate methodology to assess these risks in regions that have similar characteristics to Trinidad. This is especially useful in Caribbean countries because of a lack of internal human capacity to support such efforts. Flood hazard indexes (FHI) and vulnerability indexes (VI) were generated for this study using subjective and objective weighting technique models to identify regions that are affected by flooding. These models were Analytical Hierarchy Process (AHP), Frequency Ratio (FR) and Shannon’s Entropy (SE). Comparative analyses of the three models were conducted to assess the efficacy and accuracy of each to determine which is most suitable. These were used to conduct a risk assessment to identify risks associated with each Regional Corporation of Trinidad. Results indicate that FR is the most accurate weighting technique model to assess flood susceptibility and risk assessment in Trinidad, with an Area Under the Curve (AUC) of 0.76 and 0.64 respectively. This study provides an understanding of the most appropriate weighting techniques that can be used in regions where there are challenges in accessing comprehensive data sets and limitations as it relates to access to advanced technology and technical expertise. The results also provide reasonably accurate outcomes that can assist in identifying priority areas where further quantitative assessments may be required and where mitigation and management efforts should be focused. This is critical for SIDS where vulnerability to flooding is high while access to financial and human resources is limited.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
陶一淘完成签到 ,获得积分10
1秒前
3秒前
淡然冬灵发布了新的文献求助10
4秒前
今后应助科研通管家采纳,获得10
5秒前
Noel应助科研通管家采纳,获得10
5秒前
5秒前
不倦应助科研通管家采纳,获得10
5秒前
科研通AI5应助科研通管家采纳,获得10
5秒前
852应助科研通管家采纳,获得10
5秒前
科研通AI5应助Jadon采纳,获得10
6秒前
lql发布了新的文献求助10
6秒前
CipherSage应助ardejiang采纳,获得10
6秒前
权志龙完成签到,获得积分10
6秒前
7秒前
sy完成签到,获得积分10
8秒前
小马甲应助安详忆梅采纳,获得10
8秒前
alpha完成签到,获得积分10
9秒前
dada完成签到 ,获得积分10
11秒前
12秒前
淡墨花笺完成签到 ,获得积分20
12秒前
李爱国应助infinity采纳,获得10
13秒前
15秒前
Jadon发布了新的文献求助10
17秒前
wangyy65完成签到 ,获得积分10
18秒前
20秒前
21秒前
健康幸福平安完成签到,获得积分10
22秒前
田様应助lql采纳,获得30
22秒前
Sevi完成签到,获得积分10
22秒前
liuxshan完成签到,获得积分10
24秒前
26秒前
安详忆梅发布了新的文献求助10
27秒前
qinzx完成签到,获得积分10
28秒前
lin完成签到,获得积分10
28秒前
28秒前
pluto应助飞翔采纳,获得10
29秒前
32秒前
shineedou发布了新的文献求助30
32秒前
ww发布了新的文献求助10
32秒前
神勇的砖头完成签到,获得积分10
37秒前
高分求助中
Les Mantodea de Guyane Insecta, Polyneoptera 2500
Nucleophilic substitution in azasydnone-modified dinitroanisoles 500
Technologies supporting mass customization of apparel: A pilot project 450
Brain and Heart The Triumphs and Struggles of a Pediatric Neurosurgeon 400
Cybersecurity Blueprint – Transitioning to Tech 400
Mixing the elements of mass customisation 400
Периодизация спортивной тренировки. Общая теория и её практическое применение 310
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 有机化学 物理 生物化学 纳米技术 计算机科学 化学工程 内科学 复合材料 物理化学 电极 遗传学 量子力学 基因 冶金 催化作用
热门帖子
关注 科研通微信公众号,转发送积分 3783844
求助须知:如何正确求助?哪些是违规求助? 3329096
关于积分的说明 10239905
捐赠科研通 3044513
什么是DOI,文献DOI怎么找? 1671069
邀请新用户注册赠送积分活动 800142
科研通“疑难数据库(出版商)”最低求助积分说明 759192