Technical Papers
Mar 17, 2020

Ice-Jam Flood Risk Assessment and Hazard Mapping under Future Climate

Publication: Journal of Water Resources Planning and Management
Volume 146, Issue 6

Abstract

In cold-region environments, ice-jam floods (IJFs) can result in high water levels in rivers to overtop levees, leading to devastating floods. Since climatic conditions play an important role in ice-jam flooding, there is a growing concern among property developers, insurance companies, government agencies, and communities on future IJF probabilities, especially in the context of changing climate. This study presents a stochastic framework for future IJF risk assessment and hazard mapping. Future hydrological conditions derived from a physically based hydrological model (forced with meteorological inputs from the Canadian regional climate model driven by two atmospheric-ocean general circulation climate models) were coupled to a fully dynamic hydraulic river-ice model to evaluate ice-jam scenarios and subsequent backwater-level profiles for the 2041–2070 period along the Athabasca River at Fort McMurray in Alberta, Canada. The modeling results show that future IJF risk will be lower and flood inundations less severe due to projected changes in climate, hydrology, and ice phenology in the 2041–2070 period compared to the baseline period of 1971–2000. However, extreme IJF events are still probable and can flood a considerable area of the town.

Get full access to this article

View all available purchase options and get full access to this article.

Data Availability Statement

The historical hydrometric and meteorological data are available from Environment and Climate Change Canada. The model simulated data and code are available from the corresponding author upon reasonable request.

Acknowledgments

The authors thank the Natural Sciences and Engineering Research Council of Canada (NSERC), the Global Institute for Water Security (GIWS), and the University of Saskatchewan for their funding support of this research. They are also grateful to Dr. Spyros Beltaos from Environment and Climate Change Canada for his valuable feedback and comments on a draft of the manuscript.

References

Aaltonen, J., and M. Huokuna. 2017. “Flood mapping of river ice breakup jams in River Kyrönjoki delta.” In Proc., 18th Workshop on the Hydraulics of Ice Covered Rivers. Whitehorse, YT, Canada: Committee on River Ice Processes and the Environment, Canadian Geophysical Union-Hydrology Section.
Ahopelto, L., M. Huokuna, J. Aaltonen, and J. J. Koskela. 2015. “Flood frequencies in places prone to ice jams, case city of Tornio.” In Proc., 18th Workshop on the Hydraulics of Ice Covered Rivers. Quebec: Committee on River Ice Processes and the Environment, Canadian Geophysical Union-Hydrology Section.
Andres, D., and P. Doyle. 1984. “Analysis of breakup and ice jams on the Athabasca River at Fort McMurray, Alberta.” Can. J. Civ. Eng. 11 (3): 444–458. https://doi.org/10.1139/l84-065.
Bawden, A. J., H. C. Linton, D. H. Burn, and T. D. Prowse. 2014. “A spatiotemporal analysis of hydrological trends and variability in the Athabasca River region, Canada.” J. Hydrol. 509 (Feb): 333–342. https://doi.org/10.1016/j.jhydrol.2013.11.051.
Beltaos, S. 1995. River ice jams. Highlands Ranch, CO: Water Resources Publication.
Beltaos, S. 2003. “Numerical modelling of ice-jam flooding on the Peace-Athabasca delta.” Hydrol. Processes 17 (18): 3685–3702. https://doi.org/10.1002/hyp.1355.
Beltaos, S. 2008. “Progress in the study and management of river ice jams.” Cold Reg. Sci. Technol. 51 (1): 2–19. https://doi.org/10.1016/j.coldregions.2007.09.001.
Beltaos, S., and B. C. Burrell. 2003. “Climatic change and river ice breakup.” Can. J. Civ. Eng. 30 (1): 145–155. https://doi.org/10.1139/l02-042.
Beltaos, S., and T. Carter. 2009. “Field studies of ice breakup and jamming in lower Peace River, Canada.” Cold Reg. Sci. Technol. 56 (2–3): 102–114. https://doi.org/10.1016/j.coldregions.2008.11.002.
Beltaos, S., and B. Krishnappan. 1982. “Surges from ice jam releases: A case study.” Can. J. Civ. Eng. 9 (2): 276–284. https://doi.org/10.1139/l82-029.
Beltaos, S., and T. Prowse. 2009. “River-ice hydrology in a shrinking cryosphere.” Hydrol. Processes 23 (1): 122–144. https://doi.org/10.1002/hyp.7165.
Beltaos, S., T. Prowse, B. Bonsal, T. Carter, R. MacKay, L. Romolo, A. Pietroniro, and B. Toth. 2008. “Climate impacts on ice-jam floods in a Regulated Northern River.” In Cold region atmospheric and hydrologic studies. The Mackenzie GEWEX experience: Volume 2: Hydrologic processes, edited by M.-K. Woo. Berlin: Springer.
Beltaos, S., T. Prowse, B. Bonsal, R. MacKay, L. Romolo, A. Pietroniro, and B. Toth. 2006a. “Climatic effects on ice-jam flooding of the Peace-Athabasca delta.” Hydrol. Processes 20 (19): 4031–4050. https://doi.org/10.1002/hyp.6418.
Beltaos, S., and T. D. Prowse. 2001. “Climate impacts on extreme ice-jam events in Canadian rivers.” Hydrol. Sci. J. 46 (1): 157–181. https://doi.org/10.1080/02626660109492807.
Beltaos, S., T. D. Prowse, and T. Carter. 2006b. “Ice regime of the lower Peace River and ice-jam flooding of the Peace-Athabasca delta.” Hydrol. Processes 20 (19): 4009–4029. https://doi.org/10.1002/hyp.6417.
Beltaos, S., P. Tang, and R. Rowsell. 2012. “Ice jam modelling and field data collection for flood forecasting in the Saint John River, Canada.” Hydrol. Processes 26 (17): 2535–2545. https://doi.org/10.1002/hyp.9293.
Burrell, B., M. Huokuna, S. Beltaos, N. Kovachis, B. Turcotte, and M. Jasek. 2015. “Flood hazard and risk delineation of Ice-related floods: Present status and outlook.” In Proc., 18th CGU-HS CRIPE Workshop on the Hydraulics of Ice Covered Rivers. Quebec: Committee on River Ice Processes and the Environment, Canadian Geophysical Union-Hydrology Section.
Buzin, V. A., and N. Y. D’yachenko. 2011. “Forecasting the intrawater ice formation and ice jams in the Neva River.” Russ. Meteorol. Hydrol. 36 (11): 770–775. https://doi.org/10.3103/S1068373911110082.
Das, A., M. Reed, and K.-E. Lindenschmidt. 2018. “Sustainable ice-jam flood management for socio-economic and socio-ecological systems.” Water 10 (2): 135. https://doi.org/10.3390/w10020135.
Das, A., P. Rokaya, and K. E. Lindenschmidt. 2017. “Assessing the impacts of climate change on ice jams along the Athabasca River at Fort McMurray, Alberta, Canada.” In Proc., 19th CRIPE Workshop on the Hydraulics of Ice Covered Rivers. Whitehorse, YT, Canada: Committee on River Ice Processes and the Environment, Canadian Geophysical Union-Hydrology Section.
De Munck, S., Y. Gauthier, M. Bernier, K. Chokmani, and S. Légaré. 2017. “River predisposition to ice jams: A simplified geospatial model.” Nat. Hazards Earth Syst. Sci. 17 (7): 1033. https://doi.org/10.5194/nhess-17-1033-2017.
Dibike, Y., H.-I. Eum, and T. Prowse. 2018a. “Modelling the Athabasca watershed snow response to a changing climate.” J. Hydrol.: Reg. Stud. 15 (Feb): 134–148. https://doi.org/10.1016/j.ejrh.2018.01.003.
Dibike, Y., A. Shakibaeinia, H. I. Eum, T. Prowse, and I. Droppo. 2018b. “Effects of projected climate on the hydrodynamic and sediment transport regime of the lower Athabasca River in Alberta, Canada.” River Res. Appl. 34 (5): 417–429. https://doi.org/10.1002/rra.3273.
Environment Canada. 2013. “RIVICE—User’s manual.” Accessed December 30, 2019. http://giws.usask.ca/rivice/Manual/RIVICE_Manual_2013-01-11.pdf.
Garver, J. I. 2018. “Ice Jam flooding on the lower Mohawk River and the 2018 mid-winter ice jam event.” In Cockburn, JMH and Garver, JI, Proc., 2018 Mohawk Watershed Symp. Schenectady NY: Union College.
Koegel, M., A. Das, W. Marszelewski, D. Carstensen, and K.-E. Lindenschmidt. 2017. “Feasibility study for forecasting ice jams along the river Oder.” Wasserwirtschaft 107 (5): 20–28.
Kowalczyk, T., and F. Hicks. 2003. “Observations of dynamic ice jam release on the Athabasca River at Fort McMurray, AB.” In Proc., 12th Workshop on River Ice, 18–20. Edmonton, AB, Canada: Committee on River Ice Processes and the Environment, Canadian Geophysical Union-Hydrology Section.
Lier, Ø. E. 2002. “Modeling of ice dams in the Karasjohka River.” In Proc., 16th IAHR Int. Symp. on Ice, Dunedin, New Zealand: International Association for Hydro-Environment Engineering and Research.
Lindenschmidt, K.-E. 2017a. “RIVICE—A non-proprietary, open-source, one-dimensional river-ice model.” Water 9 (5): 314. https://doi.org/10.3390/w9050314.
Lindenschmidt, K.-E. 2017b. “Using stage frequency distributions as objective functions for model calibration and global sensitivity analyses.” Environ. Modell. Software 92 (Jun): 169–175. https://doi.org/10.1016/j.envsoft.2017.02.027.
Lindenschmidt, K.-E. 2019. River ice processes and ice flood forecasting: A guide for practitioners and students, 267. Cham, Switzerland: Springer. https://doi.org/10.1007/978-3-030-28679-8.
Lindenschmidt, K.-E., A. Das, P. Rokaya, and T. Chu. 2016. “Ice-jam flood risk assessment and mapping.” Hydrol. Processes 30 (21): 3754–3769. https://doi.org/10.1002/hyp.10853.
Lindenschmidt, K.-E., M. Huokuna, B. C. Burrell, and S. Beltaos. 2018. “Lessons learned from past ice-jam floods concerning the challenges of flood mapping.” Int. J. River Basin Manage. 16 (4): 457–468. https://doi.org/10.1080/15715124.2018.1439496.
Lindenschmidt, K.-E., S. Maurice, C. Rick, and H. Robert. 2012. “Ice jam modelling of the Lower Red River.” J. Water Resour. Prot. 4 (Jan): 1–11. https://doi.org/10.4236/jwarp.2012.41001.
Lindenschmidt, K.-E., P. Rokaya, A. Das, Z. Li, and D. Richard. 2019. “A novel stochastic modelling approach for operational real-time ice-jam flood forecasting.” J. Hydrol. 575 (Aug): 381–394. https://doi.org/10.1016/j.jhydrol.2019.05.048.
Mahabir, C., F. Hicks, and A. R. Fayek. 2006. “Neuro-fuzzy river ice breakup forecasting system.” Cold Reg. Sci. Technol. 46 (2): 100–112. https://doi.org/10.1016/j.coldregions.2006.08.009.
Mearns, L. O., R. Arritt, S. Biner, M. S. Bukovsky, S. McGinnis, S. Sain, and W. Gutowski. 2012. “The North American regional climate change assessment program: Overview of Phase I results.” Bull. Am. Meteorol. Soc. 93 (9): 1337–1362. https://doi.org/10.1175/BAMS-D-11-00223.1.
Mearns, L. O., W. Gutowski, R. Jones, R. Leung, S. McGinnis, A. Nunes, and Y. Qian. 2009. “A regional climate change assessment program for North America.” Eos 90 (36): 311. https://doi.org/10.1029/2009EO360002.
Morales-Marin, L. A., P. Sanyal, H. Kadowaki, Z. Li, P. Rokaya, and K. E. Lindenschmidt. 2019. “A hydrological and water temperature modelling framework to simulate the timing of river freeze-up and ice-cover breakup in large-scale catchments.” Environ. Modell. Software 114 (Apr): 49–63. https://doi.org/10.1016/j.envsoft.2019.01.009.
NARCCAP (North American Regional Climate Change Assessment Program). 2016. “The A2 emissions scenario.” Accessed July 8, 2016. http://www.narccap.ucar.edu/about/emissions.html.
Pietroniro, A., et al. 2007. “Development of the MESH modelling system for hydrological ensemble forecasting of the Laurentian Great Lakes at the regional scale.” Hydrol. Earth Syst. Sci. 11 (4): 1279–1294. https://doi.org/10.5194/hess-11-1279-2007.
Randall, D. A., A. Pitman, J. Shukla, J. Srinivasan, R. J. Stouffer, A. Sumi, and K. E. Taylor. 2007. Climate models and their evaluation. Climate change 2007: The physical science basis contribution of Working Group I to the fourth assessment report of the Intergovernmental Panel on Climate Change, 589–662. Cambridge, UK: Cambridge University Press.
Robichaud, C. 2004. “Hydrometeorological factors influencing breakup ice jam occurrence at Fort McMurray, Alberta.” M.Sc. thesis, Dept. of Civil and Environmental Engineering, Univ. of Alberta.
Rokaya, P., S. Budhathoki, and K. E. Lindenschmidt. 2018a. “Trends in the timing and magnitude of ice-jam floods in Canada.” Sci. Rep. 8 (1): 5834. https://doi.org/10.1038/s41598-018-24057-z.
Rokaya, P., L. Morales-Marín, B. Bonsal, H. Wheater, and K. E. Lindenschmidt. 2019. “Climatic effects on ice phenology and ice-jam flooding of the Athabasca River in western Canada.” Hydrol. Sci. J. 64 (11): 1265–1278. https://doi.org/10.1080/02626667.2019.1638927.
Rokaya, P., H. Wheater, and K. E. Lindenschmidt. 2018b. “Promoting sustainable ice-jam flood management along the Peace River and Peace-Athabasca delta.” J. Water Resour. Plann. Manage. 145 (1): 04018085. https://doi.org/10.1061/(ASCE)WR.1943-5452.0001021.
She, Y., R. Andrishak, F. Hicks, B. Morse, E. Stander, C. Krath, D. Keller, N. Abarca, S. Nolin, and F. N. Tanekou. 2009. “Athabasca River ice jam formation and release events in 2006 and 2007.” Cold Reg. Sci. Technol. 55 (2): 249–261. https://doi.org/10.1016/j.coldregions.2008.02.004.
Simonovic, S. P., and L. Li. 2003. “Methodology for assessment of climate change impacts on large-scale flood protection system.” J. Water Resour. Plann. Manage. 129 (5): 361–371. https://doi.org/10.1061/(ASCE)0733-9496(2003)129:5(361).
Thompson, S. A. 1999. Hydrology for water management, 362. London: Taylor & Francis.
Turcotte, B., B. C. Burrell, and S. Beltaos. 2019. “The Impact of Climate Change on Breakup Ice Jams in Canada: State of knowledge and research approaches.” In Proc., 20th CGU-HS CRIPE Workshop on the Hydraulics of Ice Covered Rivers. Ottawa: Committee on River Ice Processes and the Environment, Canadian Geophysical Union-Hydrology Section.
Unterschultz, K., J. Van der Sanden, and F. Hicks. 2009. “Potential of RADARSAT-1 for the monitoring of river ice: Results of a case study on the Athabasca River at Fort McMurray, Canada.” Cold Reg. Sci. Technol. 55 (2): 238–248. https://doi.org/10.1016/j.coldregions.2008.02.003.
USACE. 1998. Ice jams in Montana. Hanover, NH: US Army Cold Regions Research and Engineering Laboratory.
Vogel, R. M., and J. R. Stedinger. 1984. “Flood-plain delineation in ice jam prone regions.” J. Water Resour. Plann. Manage. 110 (2): 206–219. https://doi.org/10.1061/(ASCE)0733-9496(1984)110:2(206).
Wang, C. 2018. Numerical modelling of ice floods in the Ning-Meng reach of the Yellow River Basin. London: CRC Press.
Yoe, C. E. 1984. “Ice related flood damage estimation.” J. Water Resour. Plann. Manage. 110 (2): 141–152. https://doi.org/10.1061/(ASCE)0733-9496(1984)110:2(141).

Information & Authors

Information

Published In

Go to Journal of Water Resources Planning and Management
Journal of Water Resources Planning and Management
Volume 146Issue 6June 2020

History

Received: Feb 12, 2019
Accepted: Sep 5, 2019
Published online: Mar 17, 2020
Published in print: Jun 1, 2020
Discussion open until: Aug 17, 2020

Permissions

Request permissions for this article.

Authors

Affiliations

Ph.D. Candidate, Global Institute for Water Security and School of Environment and Sustainability, Univ. of Saskatchewan, 11 Innovation Blvd., Saskatoon, SK, Canada S7N 3H5 (corresponding author). ORCID: https://orcid.org/0000-0002-4431-8593. Email: [email protected]
Research Hydrologist, Global Institute for Water Security and School of Environment and Sustainability, Univ. of Saskatchewan, 11 Innovation Blvd., Saskatoon, SK, Canada S7N 3H5. ORCID: https://orcid.org/0000-0003-1999-495X. Email: [email protected]
Karl-Erich Lindenschmidt, Ph.D. [email protected]
P.Eng.
Associate Professor, Global Institute for Water Security and School of Environment and Sustainability, Univ. of Saskatchewan, 11 Innovation Blvd., Saskatoon, SK, Canada S7N 3H5. Email: [email protected]

Metrics & Citations

Metrics

Citations

Download citation

If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.

Cited by

View Options

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Media

Figures

Other

Tables

Share

Share

Copy the content Link

Share with email

Email a colleague

Share