Abstract
This research investigates urban sprawl in the Greater Toronto Area (GTA) between 1985 and 2005 and the nature of the resulting landscape fragmentation, particularly with regard to the Oak Ridges Moraine (ORM), an ecologically important area for the region. Six scenes of Landsat TM imagery were acquired in summer of 1985, 1995, and 2005. These images and their texture measures were classified into eight land cover classes with very satisfactory final overall accuracies (93–95 %). Analysis of the classifications indicated that urban areas grew by 20 % between 1985 and 1995 and by 15 % between 1995 and 2005. Landscape fragmentation due to spatio-temporal land cover changes was evaluated using urban compactness indicators and landscape metrics, and results from the latter were used to draw conclusions about probable environmental impact. The indicator results showed that urban proportions increased in nearly all areas outside of the metropolitan center, including on portions of the ORM. The landscape metrics reveal that low density urban areas increased significantly in the GTA between 1985 and 2005, mainly at the expense of agricultural land. The metric results indicate increased vulnerability and exposure to adverse effects for natural and semi-natural land cover through greater contrast and lowered connectivity. The degree of urban perimeter increased around most environmentally significant areas in the region. Changes like these negatively impact species and the regional water supply in the GTA. Further investigation into specific environmental impacts of urban expansion in the region and which areas on the ORM are most at risk is recommended.
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References
Alberti M (2005) The effects of urban patterns on ecosystem function. Int Reg Sci Rev 28(2):168–192
Ban Y, Hu H, Rangel IM (2010) Fusion of Quickbird MS and RADARSAT SAR data for urban land-cover mapping: object-based and knowledge-based approach. Int J Remote Sens 31(6):1391–1410
Betts MG, Franklin SE, Taylor R (2003) Interpretation of landscape pattern and habitat change for local indicator species using satellite imagery and geographic information system data in New Brunswick, Canada. Can J Forest Res 33:1821–1831
De Martino M, Causa F, Serpico SB (2003) Classification of optical high resolution images in urban environment using spectral and textural information. In: Proceedings of the IEEE international conference on geoscience and remote sensing symposium, 2003 (IGARSS '03), pp 467–469
Forman RTT (1995) Land mosaics: the ecology of landscapes and regions. Cambridge University Press, New York
Forman RTT, Godron M (1986) Landscape ecology. Wiley, New York
Franklin SE, Dickson EE, Farr DR, Hansen MJ, Moskal LM (2000) Quantification of landscape change from satellite remote sensing. Forest Chron 76(6):877–886
Gergel SE, Turner MG, Miller JR, Melack JM, Stanley EH (2002) Landscape indicators of human impacts to riverine systems. Aquat Sci 64:118–128
Government of Canada (ed.) and Ontario Ministry of Natural Resources (comp.) 2002. Ontario Land Cover—National-Scale (1:250,000) Version. http://www.geogratis.ca/geogratis/en/collection/detail.do?id=B79E255A-D35E-944E-C0C8-4E73E4CAA14C. Accessed 17 May 2012
Grannemann NG, Hunt RJ, Nicholas JR, Reilly TE, Winter TC (2000) The importance of ground water in the great lakes region. Michigan: United States Geological Survey, Water-Resources Investigations Report 00–4008. http://water.usgs.gov/ogw/pubs/WRI004008/WRIR_00-4008.pdf. Accessed 20 March 2012
Hansen MJ, Franklin SE, Woudsma CG, Peterson M (2001) Caribou habitat mapping and fragmentation analysis using Landsat MSS, TM, and GIS data in North Columbia Mountains, British Columbia, Canada. Remote Sens Environ 77(1):50–65
Haralick RM, Shanmugam K, Dinstein I (1973) Textural features for image classification. IEEE Trans Syst Man Cybern Smc-3(6):610–621
Herold M, Liu XH, Clarke KC (2003) Spatial metrics and image texture for mapping urban land use. Photogramm Eng Remote Sens 2003:991–1001
Howard KWF, Livingstone SJ, Salvatori SL (1993) Road salt impacts on ground water quality-the worst is still to come! GSA Today 3(12):318–321
Howard KWF, Eyles N, Smart PJ, Boyce JI, Gerber RE, Salvatori SL, Doughty M (1995) The Oak Ridges Moraine of Southern Ontario: a ground-water resource at risk. Geosci Can 22(3):101–120
International Association for Great Lakes Research (IAGLR) (2002) Linking science & policy for urban nonpoint source pollution in the Great Lakes Region, V. Case study: the oak ridges moraine. http://www.iaglr.org/scipolicy/nps/oakridges.php. Accessed 22 February 2012
Kamusoko C, Aniya M (2007) Land use/cover change and landscape fragmentation analysis in the Bindura District, Zimbabwe. Land Degrad Dev 18:221–233
Kasanko M, Sagris V, Lavalle C (2007a). Analysing the compactness of urban areas by using indicators derived from data acquired by remote sensing. IEEE: 2007 Urban Remote Sensing Joint Event. http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=4234438. Accessed 30 June 2011
Kasanko M, Sagris V, Lavalle C, Barredo JI, Petrov L, Steinnocher K, Loibl W, Hoffmann C (2007b). GEOLAND spatial planning observatory: how remote sensing data can serve the needs of urban and regional planning. IEEE: 2007 Urban Remote Sensing Joint Event. http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=4234404. Accessed 30 June 2011
Leitao AB, Ahern J (2002) Applying landscape ecological concepts and metrics in sustainable landscape planning. Landscape Urban Plan 59(2002):65–93
Leitao AB, Miller J, Ahern J, McGarigal K (2006) Measuring landscapes: a planner’s handbook. Island Press, Washington
Li H, Reynolds JF (1994) A simulation experiment to quantify spatial heterogeneity in categorical maps. Ecology 75:2446–2455
Li H, Wu J (2004) Use and misuse of landscape indices. Landscape Ecol 19:389–399
Li S, Sui Y, Sun Z, Wang F, Li Y (2005) Landscape pattern and fragmentation of natural secondary forests in the eastern mountainous region, northeast China: a case study of Mao’ershan forests in Heilongjiang Province. J Forest Res 16(1):35–38
Lindenmayer DB, Fischer J (2006) Habitat fragmentation and landscape change. Island Press, Washington
McGarigal K, Marks BJ (1995) FRAGSTATS: spatial pattern analysis program for quantifying landscape structure. USDA Forest Ser Gen Tech Report, PNW-351
Narumalani S, Mishra DR, Rothwell RG (2004) Change detection and landscape metrics for inferring anthropogenic processes in the greater EFMO area. Remote Sens Environ 91(3–4):478–489
Natural Resources Canada (NRC) (2007) Geoscape Toronto: Oak Ridges Moraine. Government of Canada. http://geoscape.nrcan.gc.ca/toronto/moraine_e.php. Accessed 17 May 2012
Ontario Ministry of Municipal Affairs and Housing (OMMAH) (2008) North Pickering land exchange. http://www.mah.gov.on.ca/Page326.aspx. Accessed 20 March 2012
Parliamentary Commissioner for the Environment (PCE) (2003) Superb or Suburb? International case studies in management of icon landscapes. Wellington, New Zealand. ISBN: 1-877274-07-0. http://www.pce.parliament.nz/assets/Uploads/Reports/pdf/suburb_full.pdf. Accessed 22 February 2012
Riiters KH, O’Neill RV, Hunsaker CT, Wickham JD, Yankee DH, Timmins SP, Jones KB, Jackson BL (1995) A factor analysis of landscape pattern and structure metrics. Landscape Ecol 10(1):23–39
The Metropolitan Toronto and Region Conservation Authority (MTRCA) (1982) Environmentally significant areas study. Available upon request from the TRCA, http://trca.on.ca/contact/. Accessed 26 August 2009
The Metropolitan Toronto and Region Conservation Authority (MTRCA) (1993) Criteria for the designation of environmentally significant areas within the MTRCA jurisdiction. Available upon request from the TRCA, http://trca.on.ca/contact/. Accessed 26 August 2009
Toronto and Region Conservation Authority (TRCA) (2007a) Terrestrial natural heritage system strategy. http://trca.on.ca/dotAsset/26746.pdf. Accessed 20 March 2012
Toronto and Region Conservation Authority (TRCA) (2007b) Terrestrial natural heritage system strategy, Appendix E: evaluating and designing terrestrial natural heritage systems. http://www.trca.on.ca/dotAsset/26734.pdf. Accessed 20 March 2012
Toronto and Region Conservation Authority (TRCA) (2008) Terrestrial volunteer monitoring program results 2002–2007. http://www.trca.on.ca/dotAsset/17217.pdf. Accessed 22 February 2012
Turner MG (1989) Landscape ecology: the effect of pattern on process. Annu Rev Ecol Syst 20:171–197
Acknowledgments
This research is supported by the Swedish Research Council for Environment, Agricultural Sciences and Spatial Planning (FORMAS) (Grant Holder: Prof. Yifang Ban). The authors would like to thank the Geological Survey of Canada for providing ORM boundary GIS data and the Toronto Region and Conservation Authority for providing regional watershed and ESA GIS data and documentation.
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Furberg, D., Ban, Y. Satellite Monitoring of Urban Sprawl and Assessment of its Potential Environmental Impact in the Greater Toronto Area Between 1985 and 2005. Environmental Management 50, 1068–1088 (2012). https://doi.org/10.1007/s00267-012-9944-0
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DOI: https://doi.org/10.1007/s00267-012-9944-0