Date of Award
2023
Document Type
Open Access Master's Thesis
Degree Name
Master of Science in Environmental Engineering (MS)
Administrative Home Department
Department of Civil, Environmental, and Geospatial Engineering
Advisor 1
Pengfei Xue
Committee Member 1
William Pringle
Committee Member 2
Jiali Wang
Committee Member 3
Yi Liu
Abstract
A compound flooding event occurs when there is a combination of two or more extreme factors that happen simultaneously or in quick succession and can lead to flooding. In the Great Lakes region, it is common for a compound flooding event to occur with a high lake water level and heavy rainfall. With the potential of increasing water levels and an increase in precipitation under climate change, the Great Lakes coastal regions could be at risk for more frequent and severe flooding. The City of Chicago which is located on Lake Michigan has a high population and dense infrastructure and is very vulnerable to a compound flooding event, even with the implementation of its water control structures. For this case study, annual maximum precipitation and corresponding lake water level data were analyzed to examine the bivariate return period of a compound flood event using a copula function. The results show that under climate change if the water level were to rise by 0.2, 0.45, or 0.8 m, compound flooding events due to heavy precipitation and high water level will be more likely in the future. By documenting the joint risk of potential compound flooding in this area, preventative measures and planning can be implemented.
Recommended Citation
Holey, Anna Li, "Joint Probability Analysis of Extreme Precipitation and Water Level for Chicago, Illinois", Open Access Master's Thesis, Michigan Technological University, 2023.
Included in
Climate Commons, Environmental Engineering Commons, Probability Commons, Statistical Methodology Commons