Environmental, climatic, and situational factors influencing the probability of fatality or injury occurrence in flash flooding: a rare event logistic regression predictive model

Author:

Chang ShiORCID,Wilkho Rohan Singh,Gharaibeh Nasir,Sansom Garett,Meyer Michelle,Olivera Francisco,Zou Lei

Funder

National Science Foundation

Publisher

Springer Science and Business Media LLC

Subject

Earth and Planetary Sciences (miscellaneous),Atmospheric Science,Water Science and Technology

Reference55 articles.

1. Ahmadalipour A, Moradkhani H (2019) A data-driven analysis of flash flood hazard, fatalities, and damages over the CONUS during 1996–2017. J Hydrol 578:124106

2. Albert A, Anderson JA (1984) On the existence of maximum likelihood estimates in logistic regression models. Biometrika 71(1):1–10

3. Anderson DG (1970) Effects of urban development on floods in northern Virginia. US Government Printing Office, p 22

4. Ashley ST, Ashley WS (2008) Flood fatalities in the United States. J Appl Meteorol Climatol 47(3):805–818

5. Bailey JF (1989) Estimation of flood-frequency characteristics and the effects of urbanization for streams in the Philadelphia, Pennsylvania area. Department of the Interior, US Geological Survey, pp 87–4194

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