Skip to main content

Advertisement

Log in

Assessing Surface Water Quality and Its Relation with Urban Land Cover Changes in the Lake Calumet Area, Greater Chicago

  • Published:
Environmental Management Aims and scope Submit manuscript

Abstract

Urban land use and land cover change significantly affect spatial and temporal patterns of runoff, which in turn impacts surface water quality. With the exponential growth in urban areas over the past three decades, changes in land use and land cover to cater for the growth of cities has been a conspicuous spectacle in urban spaces. The main goal of this study was to assess the impacts of land cover change on runoff and surface water quality using a partial area hydrology framework. The study employed ArcHydro GIS extension and a modified version of Long-Term Hydrologic and Nonpoint Source Pollution model (L-THIA-NPS) in estimating runoff and nonpoint source pollutant concentration around Lake Calumet between 1992 and 2001. Data employed include National Land Cover Data set, rainfall data, digital elevation model (DEM), Soil Survey Geographic (SSURGO) data, and The United States Environmental Protection Agency’s STORET (storage and retrieval) water quality data. The model was able to predict surface water quality reasonably well over the study period. Sensitivity analysis facilitated a manual calibration of the model. Model validation was executed by comparing simulated results following calibration and observed water quality data for the study area. The study demonstrates that the level of concentration of nonpoint source pollutants in surface water within an urban watershed heavily depends on the spatiotemporal variations in areas that contribute towards runoff compared to the spatial extent of change in major land use/land cover.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11
Fig. 12
Fig. 13
Fig. 14
Fig. 15

Similar content being viewed by others

References

  • Anderson JR, Hardy E, Roach J and Witmer R (1976) A land-use and land-cover classification system for use with remote sensor data. Professional paper #964. U.S. Geological Survey, Washington, 28 p

  • Arnold C, Chester L, Paul J, Peter C (1982) Sawmill Brook: an example of rapid geomorphic change related to urbanization. Journal of Geology 90:155–166

    Article  Google Scholar 

  • Baird C and Jennings M (1996) Characterization of nonpoint sources and loadings to the Corpus Christi Bay National Estuary Program study area. Texas National Resource Conservation Commission

  • Basnyat P, Teeter L, Lockaby BG, Flynn K (2000) Land use characteristics and water quality: a methodology for valuing forested buffers. Environmental Management 26(2):153–161

    Article  Google Scholar 

  • Beighley RE, Dunne T, Melack JM (2008) Impacts of climate variability and land use alterations on frequency distributions of terrestrial runoff loading to coastal waters in Southern California. Journal of the American Water Resource Association 44(1):62–74

    Article  Google Scholar 

  • Betson RP (1964) What is watershed runoff? Journal of Geophysical Research 68:1541–1552

    Article  Google Scholar 

  • Bhaduri B, Grove M, Lowry C, Harbor J (1997) Assessing long-term hydrologic effects of land use change. American Water Works Association Journal 89(11):94–106

    CAS  Google Scholar 

  • Bolstad PV, Swank WT (1997) Cumulative impacts of land use on water quality in a Southern Appalachian watershed. Journal of the American Water Resources Association 33(3):519–533

    Article  CAS  Google Scholar 

  • Boughton WC (1990) Systematic procedure for evaluating partial areas of watershed runoff. Journal of Irrigation and Drainage Engineering 116(1):83–98

    Article  Google Scholar 

  • Carpenter SR, Caraco NF, Correll DL, Howarth RW, Sharpley AN, Smith VH (1998) Nonpoint pollution of surface water with phosphorus and nitrogen. Ecological Applications 8(3):559–568

    Article  Google Scholar 

  • Carter R (1961) Magnitude and frequency of floods in suburban areas. U.S. geological survey. Paper 424-B, B9-B11. U.S. Geological Survey, Washington, DC

  • Chicago Metropolitan Agency for Planning (2008) Land use inventory shapefiles

  • Choi J, Engel B, Muthukrishnan S, Harbor J (2003) GIS based long term hydrologic impact evaluation for watershed urbanization. Journal of the American Water Resources Association 39(3):623–635

    Article  Google Scholar 

  • City of Chicago Department of Environment (2002) The Calumet area ecological management strategy. Executive summary phase 1

  • Coats R, Larsen M, Heyvaert A, Thomas J, Luck M, Reuter J (2008) Nutrient and sediment production, watershed characteristics, and land use in the Tahoe basin, California-Nevada. Journal of the American Water Resources Association 44(3):754–770

    Article  CAS  Google Scholar 

  • Crabtree B, Dempsey P, Johnson I, Whitehead M (2008) The development of a risk-based approach to managing the ecological impact of pollutants in highway runoff. Water Science and Technology 57(10):1595–1600

    Article  CAS  Google Scholar 

  • Delleur JW (2001) New results and research needs on sediment movement in urban drainage. Journal of Water Resources Planning and Management 127(3):186–193

    Article  Google Scholar 

  • Engel BA, Srinivasan R, Arnold J, Rewerts C, Brown SJ (1993) Nonpoint source (NPS) pollution modeling using models integrated with geographic information systems (GIS). Water Science Technology 28(3–5):685–690

    CAS  Google Scholar 

  • Engel B, Storm D, White M, Arnold J, Arabi M (2007) A hydrologic/water quality model application protocol. Journal of the American Water Resource Association 43(5):1223–1236

    Article  Google Scholar 

  • Gan H, Zhuo M, Li D, Zhou Y (2008) Quality characterization and impact assessment of highway runoff in urban and rural area of Guangzhou, China. Environmental Monitoring and Assessment 140(1–3):147–159

    Article  CAS  Google Scholar 

  • Goonetilleke A, Thomas E, Ginn S, Gilbert D (2005) Understanding the role of land use in urban storm water quality management. Journal of Environmental Management 74(1):31–42

    CAS  Google Scholar 

  • Harbor J (1994) A practical method for estimating the impact of land-use change on surface runoff, groundwater recharge and wetland hydrology. Journal of the American Planning Association 60:95–108

    Article  Google Scholar 

  • He C (2003) Integration of geographic information systems and simulation model for watershed management. Environmental Modeling and Software 18:809–813

    Article  Google Scholar 

  • Homer C, Huang C, Yang L, Wylie B, Coan M (2004) Development of a 2001 national land-cover database for the United States. Photogrammetric Engineering and Remote Sensing 70(7):829–840

    Google Scholar 

  • Homer C, Dewitz J, Fry J, Coan M, Hossain N, Larson C, Herold N, McKerrow A, VanDriel J and Wickham J (2007) Completion of the 2001 national land cover database for the conterminous United States. Photogrammetric Engineering and Remote Sensing April 2007

  • Horton RE (1933) The role of infiltration in the hydrologic cycle; EOS. American Geophysical Union Transactions 14:446–460

    Google Scholar 

  • Illinois Department of Natural Resources (2002) The calumet area: ecological management strategy, executive summary: phase 1. City of Chicago Department of Environment

  • Im S, Brannan K, Mostaghimi S (2003) Simulating hydrologic and water quality impacts in an urbanizing watershed. Journal of the American Water Resources Association 39(6):1465–1479

    Article  CAS  Google Scholar 

  • Jenerette GD, Wu J (2001) Analysis and simulation of land-use change in the central Arizona-Phoenix region, USA. Landscape Ecology 16:611–626

    Article  Google Scholar 

  • Klein RD (1979) Urbanization and stream quality impairment. Journal of the American Water Resources Association 15(4):948–963

    Article  Google Scholar 

  • Krause P, Boyle DP, Base F (2005) Comparison of different efficiency criteria for hydrological model assessment. Advances in Geosciences 5:89–97

    Article  Google Scholar 

  • Lambin EF, Geist HJ (eds) (2006) Land-use and land cover change: local processes and global impacts. Springer, NY, 222 pp

    Google Scholar 

  • Lambin EF, Turner BL, Geist HJ, Agbola SB, Angelsen A, Bruce JW, Coomes OT, Dirzo R, Fischer G, Folke C, George PS, Homewood K, Imbernon J, Leemans R, Li X, Moran EF, Mortimore M, Ramakrishnan PS, Richards JF, Skanes H, Steffen W, Stone GD, Svedin U, Veldkamp TA, Vogel C, Xu J (2001) The causes of land-use and land-cover change: moving beyond the myths. Global Environmental Change 11:261–269

    Article  Google Scholar 

  • Leopold L (1968) Hydrology for urban planning, a guide book on the hydrologic effects of urban land use. U.S. Geological Survey Circular 554. U.S. Department of the Interior, Washington, DC

  • Loehr RC (1974) Characteristics and comparative magnitude of non-point sources. Journal of Water Pollution Control Federation 46(8):1849–1863

    CAS  Google Scholar 

  • Lopez E, Bocco G, Mendoza M, Duhau E (2001) Predicting land cover and land use change in the urban fringe: a case in Morelia city, Mexico. Landscape and Urban Planning 55(4):271–285

    Article  Google Scholar 

  • Lyon SW, Walter MT, Gerard-Marchant, Steenhuis TS (2004) Using a topographic index to distribute variable source area runoff predicted with the SCS curve number equation. Hydrological Processes 18:2757–2771

    Article  Google Scholar 

  • Mattikalli NM, Richards KS (1996) Estimation of surface water quality changes in response to land use change: application of the export coefficient model using remote sensing and geographic information system. Journal of Environmental Management 48:263–282

    Article  Google Scholar 

  • McConnel WJ, Keys E (2005) Meta-analysis of agricultural change. In: Moran EF, Ostrom E (eds) Seeing the forest and the trees: human-environment interactions in forest ecosystems. MIT Press, Cambridge London, pp 325–353

    Google Scholar 

  • McCuen RH (2003) Modeling hydrologic change: statistical methods. Lewis Publishers, Boca Raton, FL 433, pp

    Google Scholar 

  • Meyer WB, Turner BL (1992) Human population growth and global land-use/cover change. Annual Reviews in Ecology and Systematics 23:39–61

    Article  Google Scholar 

  • Osborne L, Wiley M (1998) Empirical relationship between landuse/cover and stream water quality in an agricultural watershed. Journal of Environmental Management 26(1):9–27

    Google Scholar 

  • Ren W, Zhong Y, Meligrana J, Anderson B, Watt W, Chen J, Lueng H (2003) Urbanization, landuse, and water quality in Shanghai 1947–1996. Environment International 29(5):649–659

    Article  CAS  Google Scholar 

  • Ross PE, Burnett LC, Henebry MS (1989) Chemical and toxicological analysis of Lake Calumet (Cook County Illinois) sediments. Illinois State Natural History Survey

  • Soil Conservation Services (1972) Estimation of direct runoff from storm rainfall, chapter 10. In: National engineering handbook, soil conservation survey

  • Steenhuis TS, Winchell M, Rossing J, Zollweg JA, Walter MF (1995) SCS runoff equation revisited for variable-source runoff areas. Journal of Irrigation and Drainage Engineering 121(3):234–238

    Article  Google Scholar 

  • Thompson NR, McBeanl EA, Snodgrass W, Monstrenko IB (1997) Highway storm water runoff quality: development of surrogate parameter relationship. Water, Air, and Soil pollution 94:307–347

    Google Scholar 

  • Tong S, Chen W (2002) Modeling the relationship between land use and surface water quality. Journal of Environmental Management 66(4):377–393

    Article  Google Scholar 

  • United States Census Bureau online (2008) Census of population 1990 and 2000 Summary File 2, 100 percent data. http://factfinder.census.gov/servlet/DatasetMainPageServlet?_ds_name=DEC_2000_SF4_U&_program=DEC&_lang=en. Accessed 8 July 2008

  • United States Department of Agriculture NRCS online (2008) Soil Survey geographic (SSURGO) database. http://soils.usda.gov/survey/geography/ssurgo/. Accessed 24 Aug 2008

  • United States Environmental Protection Agency online (2009) STORET (storage and retrieval) water quality database. http://www.epa.gov/storet/dbtop.html. Accessed 28 June 2009

  • United States Geological Survey online (2008) National elevation dataset. http://edcsns17.cr.usgs.gov/helpdocs/categorylink/elevation.html. Accessed 2 Nov 2008

  • United States Geological Survey online (2008) National land cover data. http://landcover.usgs.gov/index.php. Accessed 12 Aug 2008

  • Van De Griend AA, Engman ET (1985) Partial area hydrology and remote sensing. Journal of Hydrology 81:211–251

    Article  Google Scholar 

  • Wang L, Lyons J, Kanehl P (2001) Impacts of urbanization on stream habitat and fish across multiple spatial scales. Environmental Management 28(2):255–266

    Article  CAS  Google Scholar 

  • Wear DN, Turner MG, Naiman RJ (1998) Land cover along an urban-rural gradient: implications for water quality. Ecological Applications 8(3):619–630

    Google Scholar 

  • Weng Q (2001a) Modeling urban growth effects on surface runoff with the integration of remote sensing and GIS. Environmental Management 28(6):737–748

    Article  CAS  Google Scholar 

  • Weng Q (2001b) A remote sensing-GIS evaluation of urban expansion and its impact on surface temperature in the Zhujiang Delta, China. International Journal of Remote Sensing 22(10):1999–2014

    Google Scholar 

Download references

Acknowledgment

We are grateful for two anonymous reviewers for their constructive comments and suggestions on an earlier version of the manuscript.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Qihao Weng.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Wilson, C., Weng, Q. Assessing Surface Water Quality and Its Relation with Urban Land Cover Changes in the Lake Calumet Area, Greater Chicago. Environmental Management 45, 1096–1111 (2010). https://doi.org/10.1007/s00267-010-9482-6

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00267-010-9482-6

Keywords

Navigation