Evaluation of climate change impact on future flood in the Bagmati river basin, Nepal using CMIP6 climate projections and HEC-RAS modeling

IF 8.7 Q1 Environmental Science
Sushmita Malla (Doctor Course Student) , Koichiro Ohgushi (Doctor of Engineering,Professor)
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引用次数: 0

Abstract

The unpredictability of hydrological patterns attributed to climate change has led to significant alterations in weather patterns, precipitation irregularities, and temperature extremes. These changes have resulted in natural calamities, prompting an examination of the impact of climate change on evolving flood patterns. This study investigates the potential effects of projected future precipitation in the Bagmati River Basin, Nepal, on flood inundation extent during three different time periods in this century. Two General Circulation Models (GCMs) climate scenarios under the Coupled Model Inter-comparison Project Phase 6 (CMIP 6) framework were employed to project future conditions. The Hydrologic Engineering Center's River Analysis System (HEC-RAS) was utilized to simulate flood events and generate maps for these climate scenarios. The findings suggest that i) precipitation levels are anticipated to increase in both models under the Shared Socioeconomic Pathways (SSP) 2–4.5 and 5–8.5 scenarios, with the most pronounced increase projected between 2071 and 2100 under the EC-EARTH3 SSP5-8.5 scenario, indicating a 120% rise from the reference period, and ii) flood inundation areas are expected to expand relative to the simulated reference period, with the most extreme scenario under SSP5-8.5 forecasting potential inundation of 359 km2 and 342 km2 in the ACCESS-CM2 and EC-EARTH3 models, respectively. By examining these future scenarios, this study aims to enhance the understanding of the long-term impacts of climate change on flooding events and support the development of effective strategies for mitigation and adaptation. These findings are crucial for policymakers, urban planners, and disaster management professionals to prepare for and address the challenges posed by climate-induced flooding in the coming decades.

Abstract Image

利用CMIP6气候预估和HEC-RAS模型评估气候变化对尼泊尔Bagmati河流域未来洪水的影响
气候变化引起的水文模式的不可预测性导致了天气模式、降水不规则和极端温度的重大变化。这些变化导致了自然灾害,促使人们研究气候变化对不断演变的洪水模式的影响。本研究探讨了尼泊尔Bagmati河流域未来预估降水在本世纪三个不同时期对洪水淹没程度的潜在影响。采用耦合模式比对项目第6阶段(CMIP 6)框架下的两个大气环流模式(GCMs)气候情景对未来条件进行了预估。利用水文工程中心的河流分析系统(HEC-RAS)来模拟洪水事件并生成这些气候情景的地图。结果表明:1)在共享社会经济路径(SSP) 2-4.5和5-8.5情景下,两种模式的降水水平预计都将增加,其中EC-EARTH3 SSP5-8.5情景下预测的2071 - 2100年降水水平增幅最大,较参考期增加120%;2)相对于模拟参考期,洪水淹没面积预计将扩大。在SSP5-8.5最极端情景下,ACCESS-CM2和EC-EARTH3模式预测潜在淹没面积分别为359 km2和342 km2。通过研究这些未来情景,本研究旨在加强对气候变化对洪水事件的长期影响的理解,并支持制定有效的缓解和适应战略。这些发现对于政策制定者、城市规划者和灾害管理专业人员准备和应对未来几十年气候引发的洪水带来的挑战至关重要。
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来源期刊
Water Cycle
Water Cycle Engineering-Engineering (miscellaneous)
CiteScore
9.20
自引率
0.00%
发文量
20
审稿时长
45 days
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