Hydrologic Analyses of the July 17–18, 1996, Flood in Chicago and the Role of Urbanization
Publication: Journal of Hydrologic Engineering
Volume 18, Issue 2
Abstract
On July 17–18, 1996, two mesoscale convective systems (MCSs) passed through northeastern Illinois, causing a record 440-mm total storm rainfall within a 24-h period at Aurora, Illinois, with values exceeding 200 mm throughout a broad area of the region. The storm caused flooding with a return period larger than 100 years at different USGS regional stream gauging locations. The Davenport, Iowa, Weather Surveillance Radar–1988 Doppler (WSR-88D) radar coverage allows high-quality characterization of the storm at fine spatial and temporal scales. Of particular interest is the inter- and intravariability in watershed response to the two pulses of intense rainfall. Spatial distribution of rainfall and the degree of urbanization of the individual basins are the dominant factors determining the magnitude of runoff response. These properties are highly dependent on the extent and history of urbanization. Examination of the annual maximum instantaneous peak discharge and the peaks-over-threshold (POT) time series at three stream gauging stations in Illinois (Blackberry Creek, DuPage River, and Sawmill Creek) over the past 50 years points to the large effect of urbanization on the flood peak distribution in the greater Chicago metropolitan area.
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Acknowledgments
This research was funded by the Willis Research Network, the National Oceanic and Atmospheric Administration Cooperative Institute for Climate Science, and the National Science Foundation (Grant No. CBET-1058027). Useful discussions with Dr. Nancy Westcott (Illinois State Water Survey) are acknowledged.
References
Akaike, H. (1974). “A new look at the statistical model identification.” IEEE Trans. Autom. Control, 19(6), 716–723.
Allen, H. E., Jr., and Bejcek, R. M. (1979). “Effects of urbanization on the magnitude and frequency of floods in Northeastern Illinois.” U.S. Geological Survey Water-Resources Investigations Rep. 79–36, USGS, Champaign, IL.
Angel, J. R., Huff, F. A., and Changnon, D. (1997). “Hydrometeorological characteristics.” The record rainstorm on July 17–18, 1996, in northern Illinois, D. Changnon, ed., Illinois State Water Survey, Champaign, Illinois, 74–120.
Baeck, M. L., and Smith, J. A. (1998). “Rainfall estimation by the WSR-88D for heavy rainfall events.” Weather Forecasting, 13(2), 416–436.
Bedient, P. B., Hoblit, B. C., Gladwell, D. C., and Vieux, B. E. (2000). “NEXRAD radar for flood prediction in Houston.” J. Hydrol. Eng., 5(3), 269–277.
Borga, M., Boscolo, P., Zanon, F., and Sangati, M. (2007). “Hydrometeorological analysis of the August 29, 2003 flash flood in the eastern Italian Alps.” J. Hydrometeorol., 8(5), 1049–1067.
Changnon, D., ed. (1997). The record rainstorm on July 17–18, 1996, in northern Illinois, Illinois State Water Survey, Champaign, Illinois.
Changnon, D., Fox, D., and Bork, S. (1996). “Differences in warm-season, rainstorm-generated stormflows for northeastern Illinois urbanized basins.” J. Am. Water Resour. Assoc., 32(6), 1307–1317.
Changnon, S. A. (1999). “Record flood-producing rainstorms of 17–18 July 1996 in the Chicago Metropolitan area. Part III: Impact and responses to the flash flooding.” J. Appl. Meteorol., 38(3), 273–280.
Changnon, S. A., and Demissie, M. (1996). “Detection of changes in streamflow and floods resulting from climate fluctuations and land use-drainage changes.” Clim. Change, 32(4), 411–421.
Changnon, S. A., and Kunkel, K. E. (1995). “Climate-related fluctuation in Midwestern floods during 1921–1985.” J. Water Resour. Plann. Manage., 121(4), 326–334.
Changnon, S. A., and Kunkel, K. E. (1999). “Record flood-producing rainstorms of 17–18 July 1996 in the Chicago Metropolitan area. Part I: Synoptic and mesoscale features.” J. Appl. Meteorol., 38(3), 257–265.
Ciach, G. J., Krajewski, W. F., and Villarini, G. (2007). “Product-error-driven uncertainty model for probabilistic precipitation estimation with NEXRAD data.” J. Hydrometeorol., 8(6), 1325–1347.
Coles, S. (2001). An introduction to statistical modeling of extreme values, Springer, London.
Davison, A. C., and Smith, R. L. (1990). “Models for exceedances over high thresholds.” J. R. Stat. Soc. Ser. B, 52(3), 393–442.
DeWalle, D. R., Swistock, B. R., Johnson, T. E., and McGuire, K. J. (2000). “Potential effects of climate change and urbanization on mean annual streamflow in the United States.” Water Resour. Res., 36(9), 2655–2664.
Dixon, M., and Wiener, G. (1993). “TITAN: Thunderstorm Identification, Tracking, Analysis, and Nowcasting—a radar-based methodology.” J. Atmos. Oceanic Technol., 10(6), 785–797.
Dobson, A. J. (2001). An introduction to generalized linear models, 2nd Ed., CRC Press, Boca Raton, FL.
Dow, C. L., and DeWalle, D. R. (2000). “Trends in evaporation and Bowen ratio on urbanizing watersheds in the eastern United States.” Water Resour. Res., 36(7), 1835–1843.
El Adlouni, S., Bobeé, B., and Ouarda, T. B. M. J. (2008). “On the tails of extreme event distributions in hydrology.” J. Hydrol. (Amsterdam), 355(1–4), 16–33.
Fulton, R. (1999). “Sensitivity of the WSR-88D rainfall estimates to the rain-rate threshold and rain gauge adjustment: A flash flood case study.” Weather Forecasting, 14, 604–624.
Fulton, R., Breidenbach, J. P., Seo, D. J., Miller, D. A., and O'Bannon, T. (1998). “The WSR-88D rainfall algorithm.” Weather Forecasting, 13(2), 377–398.
Gluck, W. R., and McCuen, R. H. (1975). “Estimating land use characteristics for hydrologic models.” Water Resour. Res., 11(1), 177–179.
Graf, W. L. (1977). “Network characteristics in suburbanizing streams.” Water Resour. Res., 13(2), 459–463.
Hastie, T. J., and Tibshirani, R. J. (1990). Generalized additive models, Chapman and Hall, London.
Hejazi, M. I., and Markus, M. (2009). “Impacts of urbanization and climate variability on floods in northeastern Illinois.” J. Hydrol. Eng., 14(6), 606–616.
Helsel, D. R., and Hirsch, R. M. (1993). Statistical methods in water resources, Elsevier, Amsterdam, the Netherlands.
Hollis, G. E. (1975). “The effect of urbanization on floods of different recurrence intervals.” Water Resour. Res., 11(3), 431–435.
Kitchen, M., and Blackall, R. M. (1992). “Representativeness errors in comparisons between radar and gauge measurements of rainfall.” J. Hydrol. (Amsterdam), 134(1–4), 13–33.
Kitchen, M., and Jackson, P. M. (1993). “Weather radar performance at long range—Simulated and observed.” J. Appl. Meteorol., 32(5), 975–985.
Krajewski, W. F., et al. (2011). “Towards better utilization of NEXRAD data in hydrology: An overview of Hydro-NEXRAD.” J. Hydroinf., 13(2), 255–266.
Kruger, A., Krajewski, W. F., Domaszczynski, P., and Smith, J. A. (2011). “Hydro-NEXRAD: Metadata computation and use.” J. Hydroinf., 13(2), 267–276.
Lang, M., Ouarda, T. B. M. J., and Bobeé, B. (1999). “Towards operational guidelines for over-threshold modeling.” J. Hydrol. (Amsterdam), 225(3–4), 103–117.
Leopold, L. B. (1968). “Hydrology for urban planning—a guidebook on the hydrologic effects of urban land use.” Circular 554, U.S. Geological Survey, Washington, DC.
Markus, M., Angel, J. R., Yang, L., and Hejazi, M. I. (2007). “Changing estimates of design precipitation in northeastern Illinois: Comparison between different sources and sensitivity analysis.” J. Hydrol. (Amsterdam), 347(1–2), 211–222.
Mejía, A. I., and Moglen, G. E. (2010). “Spatial distribution of impervious and space-time variability of rainfall, runoff generation, and routing.” Water Resour. Res., 46, W07509.
Over, T. M., Murphy, E. A., Ortel, T. W., and Ishii, A. L. (2007). Comparisons between NEXRAD radar and tipping-bucket gage rainfall data: A case study for DuPage County, Illinois, ASCE, Reston, VA.
Pettitt, A. N. (1979). “A non-parametric approach to the change-point problem.” Appl. Statist., 28(2), 126–135.
Sauer, V. B., Thomas, W. O., Stricker, V. A., and Wilson, K. V. (1983). “Flood characteristics of urban watersheds in the United States.”, USGS, Alexandria, VA.
Schwarz, G. (1978). “Estimating the dimension of a model.” Ann. Stat., 6(2), 461–464.
Sen, P. K. (1968). “Estimates of the regression coefficient based on Kendall’s tau.” J. Am. Stat. Assoc., 63(324), 1379–1389.
Seo, B. C., Krajewski, W. F., Kruger, A., Domaszczynski, P., Smith, J. A., and Steiner, M. (2011). “Radar-rainfall estimation algorithms of Hydro-NEXRAD.” J. Hydroinf., 13(2), 277–291.
Silberberg, S. R. (1997). “Meteorological analysis.” The record rainstorm on July 17–18, 1996, in northern Illinois, D. Changnon, ed., Illinois State Water Survey, Champaign, IL, 5–42.
Smith, J. A., Baeck, M. L., Meierdiercks, K. L., Nelson, P. A., Miller, A. J., and Holland, E. J. (2005a). “Field studies of the storm event hydrologic response in an urbanizing watershed.” Water Resour. Res., 41(10), W10413.
Smith, J. A., Baeck, M. L., Morrison, J. E., Sturdevant-Rees, P., Turner-Gillespie, D. F., and Bates, P. D. (2002). “The regional hydrology of extreme floods in an urbanizing drainage basin.” J. Hydrometeorol., 3(3), 267–282.
Smith, J. A., Baeck, M. L., Ntelekos, A. A., Villarini, G., and Steiner, M. (2011). “Extreme rainfall and flooding from orographic thunderstorms in the Central Appalachians.” Water Resour. Res., 47, W04514.
Smith, J. A., and Krajewski, W. F. (1993). “A modeling study of rainfall rate reflectivity relationships.” Water Resour. Res., 29(8), 2505–2514.
Smith, J. A., Miller, A. J., Baeck, M. L., Nelson, P. A., Fisher, G. T., and Meierdiercks, K. L. (2005b). “Extraordinary flood response of a small urban watershed to short duration convective rainfall.” J. Hydrometeorol., 6(5), 599–617.
Smith, J. A., Seo, D. J., Baeck, M. L., and Hudlow, M. D. (1996). “An intercomparison study of NEXRAD precipitation estimates.” Water Resour. Res., 32(7), 2035–2045.
Stankowski, S. J. (1972). “Population density as an indirect indicator of urban and suburban land-surface modifications.”, USGS, Washington, DC.
Steiner, M., and Smith, J. A. (2002). “Use of three-dimensional structure for automated detection and removal of non precipitating echoes in radar data.” J. Atmos. Oceanic Technol., 19(5), 673–686.
Vieux, B. E., and Bedient, P. B. (1998). “Estimation of rainfall for flood prediction from WSR-88D reflectivity: A case study, 17–18 October 1994.” Weather Forecasting, 13(2), 407–415.
Villarini, G., and Krajewski, W. F. (2008). “Empirically-based modeling of spatial sampling uncertainties associated with rainfall measurements by rain gauges.” Adv. Water Resour., 31(7), 1015–1023.
Villarini, G., and Krajewski, W. F. (2010a). “Review of the different sources of uncertainty in single-polarization radar-based estimates of rainfall.” Surv. Geophys., 31(1), 107–129.
Villarini, G., and Krajewski, W. F. (2010b). “Sensitivity studies of the models of radar-rainfall uncertainties.” J. Appl. Meteorol. Climatol., 49(2), 288–309.
Villarini, G., Mandapaka, P. V., Krajewski, W. F., and Moore, R. J. (2008). “Rainfall and sampling uncertainties: A rain gauge perspective.” J. Geophys. Res., 113, D11102.
Villarini, G., Serinaldi, F., Smith, J. A., and Krajewski, W. F. (2009a). “On the stationarity of annual flood peaks in the continental United States during the 20th century.” Water Resour. Res., 45, W08417.
Villarini, G., and Smith, J. A. (2010). “Flood peak distributions for the eastern United States.” Water Resour. Res., 46, W06504.
Villarini, G., Smith, J. A., Baeck, M. L., and Krajewski, W. F. (2011). “Examining flood frequency distributions in the Midwest U.S.” J. Am. Water Resour. Assoc., 47(3), 447–463.
Villarini, G., Smith, J. A., Baeck, M. L., Sturdevant-Rees, P., and Krajewski, W. F. (2010). “Radar analyses of extreme rainfall and flooding in urban drainage basins.” J. Hydrol. (Amsterdam), 381(3–4), 266–286.
Villarini, G., Smith, J. A., Serinaldi, F., Bales, J., Bates, P. D., and Krajewski, W. F. (2009b). “Flood frequency analysis for nonstationary annual peak records in an urban drainage basin.” Adv. Water Res., 32(8), 1255–1266.
Westcott, N. E. (1997). “Comparison of the storm rainfall as measured by radar and raingages.” The record rainstorm on July 17–18, 1996, in northern Illinois, D. Changnon, ed., Illinois State Water Survey, Champaign, IL, 141–160.
Westcott, N. E., Knapp, H. V., and Hilberg, S. D. (2008). “Comparison of gage and multi-sensor precipitation estimates over a range of spatial and temporal scales in the Midwestern United States.” J. Hydrol. (Amsterdam), 351(1–2), 1–12.
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Published In
Journal of Hydrologic Engineering
Volume 18 • Issue 2 • February 2013
Pages: 250 - 259
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© 2013 American Society of Civil Engineers.
History
Received: Dec 15, 2010
Accepted: Jun 10, 2011
Published online: Jun 14, 2011
Published in print: Feb 1, 2013
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