Evaluating the impact of climate change on fluvial flood risk in a mixed-use watershed. (December 2019)
- Record Type:
- Journal Article
- Title:
- Evaluating the impact of climate change on fluvial flood risk in a mixed-use watershed. (December 2019)
- Main Title:
- Evaluating the impact of climate change on fluvial flood risk in a mixed-use watershed
- Authors:
- Xu, Xin
Wang, Yu-Chen
Kalcic, Margaret
Muenich, Rebecca Logsdon
Yang, Y.C. Ethan
Scavia, Donald - Abstract:
- Abstract: Predicting flood risk is important for climate change adaptation. We quantify fluvial flood risk due to changing climate in a mixed-use watershed in Michigan, USA. We apply two approaches to project future climate change: an ensemble of temperature and precipitation perturbations on the historical record and an ensemble of global and regional climate models. We incorporate climate projections into the Soil and Water Assessment Tool (SWAT) to estimate daily streamflow, then quantify flood risk using indices related to flood probability, duration, magnitude, and frequency. Results indicate rising temperatures may counteract small increases in precipitation, likely due to increased evapotranspiration. Climate model data without bias correction used in SWAT produced reasonable future streamflow changes—similar to the perturbation of historical climate—therefore retaining the predicted change in the flood frequency distribution. This work advances the application of climate models in SWAT for flood risk evaluation at watershed scales. Highlights: Four flood indices were used to assess different aspects of flooding due to climate change. Driving a watershed model with climate model output that was not bias-corrected gave reliable hydrologic prediction. Rising temperatures counter-acted greater precipitation and led to reduced flood risk in the mid-century. A threshold of 10% increase in precipitation produced greater flood risk, and below rising temperatures had aAbstract: Predicting flood risk is important for climate change adaptation. We quantify fluvial flood risk due to changing climate in a mixed-use watershed in Michigan, USA. We apply two approaches to project future climate change: an ensemble of temperature and precipitation perturbations on the historical record and an ensemble of global and regional climate models. We incorporate climate projections into the Soil and Water Assessment Tool (SWAT) to estimate daily streamflow, then quantify flood risk using indices related to flood probability, duration, magnitude, and frequency. Results indicate rising temperatures may counteract small increases in precipitation, likely due to increased evapotranspiration. Climate model data without bias correction used in SWAT produced reasonable future streamflow changes—similar to the perturbation of historical climate—therefore retaining the predicted change in the flood frequency distribution. This work advances the application of climate models in SWAT for flood risk evaluation at watershed scales. Highlights: Four flood indices were used to assess different aspects of flooding due to climate change. Driving a watershed model with climate model output that was not bias-corrected gave reliable hydrologic prediction. Rising temperatures counter-acted greater precipitation and led to reduced flood risk in the mid-century. A threshold of 10% increase in precipitation produced greater flood risk, and below rising temperatures had a greater impact. The spatial variability in flood risk varied based on land use, soils, and slopes. … (more)
- Is Part Of:
- Environmental modelling & software. Volume 122(2019)
- Journal:
- Environmental modelling & software
- Issue:
- Volume 122(2019)
- Issue Display:
- Volume 122, Issue 2019 (2019)
- Year:
- 2019
- Volume:
- 122
- Issue:
- 2019
- Issue Sort Value:
- 2019-0122-2019-0000
- Page Start:
- Page End:
- Publication Date:
- 2019-12
- Subjects:
- Flood risk -- Climate change -- SWAT model
Environmental monitoring -- Computer programs -- Periodicals
Ecology -- Computer simulation -- Periodicals
Digital computer simulation -- Periodicals
Computer software -- Periodicals
Environmental Monitoring -- Periodicals
Computer Simulation -- Periodicals
Environnement -- Surveillance -- Logiciels -- Périodiques
Écologie -- Simulation, Méthodes de -- Périodiques
Simulation par ordinateur -- Périodiques
Logiciels -- Périodiques
Computer software
Digital computer simulation
Ecology -- Computer simulation
Environmental monitoring -- Computer programs
Periodicals
Electronic journals
363.70015118 - Journal URLs:
- http://www.sciencedirect.com/science/journal/13648152 ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.envsoft.2017.07.013 ↗
- Languages:
- English
- ISSNs:
- 1364-8152
- Deposit Type:
- Legaldeposit
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- Available online (eLD content is only available in our Reading Rooms) ↗
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