亲爱的研友该休息了!由于当前在线用户较少,发布求助请尽量完整的填写文献信息,科研通机器人24小时在线,伴您度过漫漫科研夜!身体可是革命的本钱,早点休息,好梦!

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
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
神勇的星星完成签到,获得积分10
刚刚
无限面包发布了新的文献求助30
13秒前
宝宝烤面包完成签到 ,获得积分10
15秒前
28秒前
泶1完成签到,获得积分10
28秒前
33秒前
明亮的初阳完成签到,获得积分10
34秒前
完美世界应助cofield采纳,获得10
34秒前
烟花应助科研通管家采纳,获得10
55秒前
55秒前
大力的如天完成签到,获得积分10
56秒前
谦让小松鼠完成签到,获得积分10
1分钟前
1分钟前
陶醉的烤鸡完成签到 ,获得积分10
1分钟前
科研通AI2S应助甜蜜笑阳采纳,获得10
1分钟前
二牛完成签到,获得积分10
1分钟前
Aurora发布了新的文献求助10
1分钟前
灰灰12138完成签到,获得积分10
1分钟前
天明完成签到 ,获得积分10
1分钟前
叶黄戍发布了新的文献求助10
1分钟前
qq驳回了小马甲应助
1分钟前
1分钟前
1分钟前
1分钟前
像个间谍发布了新的文献求助10
1分钟前
甜蜜笑阳发布了新的文献求助10
1分钟前
王二完成签到,获得积分10
1分钟前
领导范儿应助甜蜜笑阳采纳,获得10
2分钟前
kelien1205完成签到 ,获得积分10
2分钟前
Aurora完成签到,获得积分10
2分钟前
派大星发布了新的文献求助10
2分钟前
btsforever完成签到 ,获得积分10
2分钟前
2分钟前
Alan弟弟发布了新的文献求助10
2分钟前
浅浅发布了新的文献求助10
2分钟前
黑洞的秘密完成签到,获得积分10
2分钟前
chujun_cai完成签到 ,获得积分10
2分钟前
2分钟前
烟消云散完成签到,获得积分10
2分钟前
所所应助Alan弟弟采纳,获得10
2分钟前
高分求助中
Production Logging: Theoretical and Interpretive Elements 2500
Востребованный временем 2500
Agaricales of New Zealand 1: Pluteaceae - Entolomataceae 1040
Healthcare Finance: Modern Financial Analysis for Accelerating Biomedical Innovation 1000
Classics in Total Synthesis IV: New Targets, Strategies, Methods 1000
지식생태학: 생태학, 죽은 지식을 깨우다 600
ランス多機能化技術による溶鋼脱ガス処理の高効率化の研究 500
热门求助领域 (近24小时)
化学 医学 材料科学 生物 工程类 有机化学 生物化学 纳米技术 内科学 物理 化学工程 计算机科学 复合材料 基因 遗传学 物理化学 催化作用 细胞生物学 免疫学 电极
热门帖子
关注 科研通微信公众号,转发送积分 3460014
求助须知:如何正确求助?哪些是违规求助? 3054351
关于积分的说明 9041762
捐赠科研通 2743636
什么是DOI,文献DOI怎么找? 1505071
科研通“疑难数据库(出版商)”最低求助积分说明 695572
邀请新用户注册赠送积分活动 694860