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 [MDPI AG]
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
更新
PDF的下载单位、IP信息已删除 (2025-6-4)

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
wz完成签到,获得积分20
刚刚
蔺亦丝发布了新的文献求助10
1秒前
Magicer发布了新的文献求助10
2秒前
Joshua完成签到,获得积分10
2秒前
QQQ完成签到,获得积分10
3秒前
小王子完成签到,获得积分10
3秒前
3秒前
3秒前
所所应助包容的以彤采纳,获得10
4秒前
4秒前
聚义发布了新的文献求助10
4秒前
嗷嗷嗷完成签到 ,获得积分10
4秒前
Siri发布了新的文献求助10
4秒前
4秒前
11122发布了新的文献求助10
4秒前
5秒前
小昭发布了新的文献求助10
6秒前
半岛完成签到,获得积分10
6秒前
风清扬发布了新的文献求助10
7秒前
喵布可盐发布了新的文献求助10
7秒前
水逆消退发布了新的文献求助10
7秒前
小二郎应助229采纳,获得30
8秒前
温柔的幻露完成签到,获得积分10
8秒前
冷酷的水香完成签到,获得积分10
8秒前
韩恩轩完成签到,获得积分10
8秒前
万能图书馆应助Fu采纳,获得10
8秒前
liuenbang完成签到,获得积分20
9秒前
FUJIE完成签到,获得积分10
9秒前
科研通AI6应助小哪吒采纳,获得10
9秒前
量子星尘发布了新的文献求助10
10秒前
在水一方应助郭素玲采纳,获得10
10秒前
10秒前
英俊的铭应助Magicer采纳,获得10
10秒前
11秒前
小遇完成签到 ,获得积分10
12秒前
12秒前
岑晓冰完成签到 ,获得积分10
12秒前
11122完成签到,获得积分10
12秒前
二号宋完成签到 ,获得积分10
12秒前
呆鸥完成签到,获得积分10
14秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Iron toxicity and hematopoietic cell transplantation: do we understand why iron affects transplant outcome? 2000
List of 1,091 Public Pension Profiles by Region 1021
Teacher Wellbeing: Noticing, Nurturing, Sustaining, and Flourishing in Schools 800
Efficacy of sirolimus in Klippel-Trenaunay syndrome 500
上海破产法庭破产实务案例精选(2019-2024) 500
EEG in Childhood Epilepsy: Initial Presentation & Long-Term Follow-Up 500
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 生物化学 物理 纳米技术 计算机科学 内科学 化学工程 复合材料 物理化学 基因 遗传学 催化作用 冶金 量子力学 光电子学
热门帖子
关注 科研通微信公众号,转发送积分 5478020
求助须知:如何正确求助?哪些是违规求助? 4579793
关于积分的说明 14370768
捐赠科研通 4508017
什么是DOI,文献DOI怎么找? 2470377
邀请新用户注册赠送积分活动 1457252
关于科研通互助平台的介绍 1431244