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Using remote sensing and GIS to detect and monitor land use and land cover change in Dhaka Metropolitan of Bangladesh during 1960–2005

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Abstract

This paper illustrates the result of land use/cover change in Dhaka Metropolitan of Bangladesh using topographic maps and multi-temporal remotely sensed data from 1960 to 2005. The Maximum likelihood supervised classification technique was used to extract information from satellite data, and post-classification change detection method was employed to detect and monitor land use/cover change. Derived land use/cover maps were further validated by using high resolution images such as SPOT, IRS, IKONOS and field data. The overall accuracy of land cover change maps, generated from Landsat and IRS-1D data, ranged from 85% to 90%. The analysis indicated that the urban expansion of Dhaka Metropolitan resulted in the considerable reduction of wetlands, cultivated land, vegetation and water bodies. The maps showed that between 1960 and 2005 built-up areas increased approximately 15,924 ha, while agricultural land decreased 7,614 ha, vegetation decreased 2,336 ha, wetland/lowland decreased 6,385 ha, and water bodies decreased about 864 ha. The amount of urban land increased from 11% (in 1960) to 344% in 2005. Similarly, the growth of landfill/bare soils category was about 256% in the same period. Much of the city’s rapid growth in population has been accommodated in informal settlements with little attempt being made to limit the risk of environmental impairments. The study quantified the patterns of land use/cover change for the last 45 years for Dhaka Metropolitan that forms valuable resources for urban planners and decision makers to devise sustainable land use and environmental planning.

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References

  • Abduallah, S. A., & Nakagoshi, N. (2005). Changes in landscape spatial pattern in the highly developing state of Selangor, Peninsular Malaysia. Landscape and Urban Planning, 77(3), 263–275.

    Article  Google Scholar 

  • Ali, A. M. S. (2006). Rice to shrimp: land use/land covers changes and soil degradation in southwestern Bangladesh. Land Use Policy, 23(4), 421–435.

    Article  Google Scholar 

  • Alphan, H. (2003). Land use change and urbanization in Adana, Turkey. Land Degradation and Development, 14(6), 575–586.

    Article  Google Scholar 

  • Alves, D. S., & Skole, D. L. (1996). Characterizing land cover dynamics using multi-temporal imagery. International Journal of Remote Sensing, 17(4), 835–839.

    Article  Google Scholar 

  • Anderson, R., Hardy, E. E., Roach, J. T., & Witmer, R. E. (1976). A land use and land cover classification system for use with remote sensor data. Sioux Falls, USA: USGS Professional Paper 964.

  • Azad, A. K., & Kitada, T. (1998). Characteristics of the air pollution in the city of Dhaka, Bangladesh in winter. Atmospheric Environment, 32(11), 1991–2005.

    Article  CAS  Google Scholar 

  • Bangladesh Bureau of Statistics (BBS) (1996). Agricultural Census of Bangladesh. Dhaka: Ministry of Planning.

    Google Scholar 

  • Bangladesh Bureau of Statistics (BBS) (2001). Population Census 2001. Dhaka: Ministry of Planning.

    Google Scholar 

  • Bolstad, P. V., & Lillesand, T. D. (1991). Rapid Maximum Likelihood classification. Photogrammetric Engineering & Remote Sensing, 57, 67–74.

    Google Scholar 

  • Center for Urban Studies (CUS) (1975). Generalized land use map of Dhaka City. Dhaka: CUS.

    Google Scholar 

  • Center for Urban Studies (CUS)National Institute of Population, Research and Training (NIPORT) & Measure Evaluation (2006). Slums in Urban Bangladesh: Mapping and Census, 2005. Dhaka: CUS.

    Google Scholar 

  • Chowdhury, A. M., & Faruqui, S. (1989). Physical growth of Dhaka City. In S.U. Ahmed (Ed.) Dhaka: past, present and future (pp. 43–61). Dhaka: The Asiatic Society of Bangladesh.

    Google Scholar 

  • Chowdhury, J. U., Rahman, R., Bala Islam, S. K., & Saiful, A. K. M. (1998). Impact of 1998 flood on Dhaka City and performance of flood control works. Dhaka: Institute of Flood Control and Drainage Research.

    Google Scholar 

  • Coppin, P., Jonckheere, I., Nackaerts, K., Muys, B., & Lambin, E. (2004). Digital change detection methods in ecosystem monitoring: a review. International Journal of Remote Sensing, 25(9), 1565–1596.

    Article  Google Scholar 

  • Dewan, A. M., & Yamaguchi, Y. (2007). GIS and remote sensing for mapping and monitoring the effect of land use/cover changes on flooding in Greater Dhaka of Bangladesh. Poster presented at the Annual Meeting of the Remote Sensing and Photogrammetry Society 2007, Newcastle, the UK, September.

  • Dewan, A. M., Islam, M. M., Kumamoto, T., & Nishigaki, M. (2007a). Evaluating flood hazard for land-use planning in Greater Dhaka of Bangladesh using remote sensing and GIS techniques. Water Resources Management, 21(9), 1601–1612.

    Article  Google Scholar 

  • Dewan, A. M., Kabir, M. H., Islam, M. M., Kumamoto, T., & Nishigaki, M. (2007b). Delineating flood risk areas in Greater Dhaka of Bangladesh using Geoinformatics. Georisk: assessment and management of risk for engineered systems and geohazards, 1(4), 190–201.

    Article  Google Scholar 

  • Dewan, A. M., Yeboah, K. K., & Nishigaki, M. (2005). Flood mapping and damage evaluation in Greater Dhaka, Bangladesh with remote sensing. Asian Profile, 33(5), 495–512.

    Google Scholar 

  • Dewan, A. M., Yeboah, K. K., & Nishigaki, M. (2006). Flood hazard delineation in Greater Dhaka, Bangladesh using an integrated GIS and remote sensing approach. Geocarto International, 21(2), 33–38.

    Article  Google Scholar 

  • Dewan, A. M., Nishigaki, M., & Komatsu, M. (2004). DEM based flood extent delineation in Dhaka City, Bangladesh. Journal of Environmental Science and Technology, 9, 99–110.

    Google Scholar 

  • Dong, Y., Forster, B., & Ticehurst, C. (1997). Radar backscatter analysis for urban environments. International Journal of Remote Sensing, 18(6), 1351–1364.

    Article  Google Scholar 

  • Environmental System Research Institute (2005). Using ArcGIS. Redlands, USA: ESRI.

    Google Scholar 

  • Flood Action Plan (FAP) 8A (1991). Master Plan Study for Greater Dhaka Protection Project. Dhaka: Japan International Cooperation Agency.

    Google Scholar 

  • Green, K., Kempka, D., & Lackey, L. (1994). Using remote sensing to detect and monitor land cover and land use change. Photogrammetric Engineering & Remote Sensing, 60(3), 331–337.

    Google Scholar 

  • Haack, B. (1987). An assessment of Landsat MSS and TM for urban and near-urban digital classification. Remote Sensing of Environment, 21(2), 201–213.

    Article  Google Scholar 

  • Harris, P. M., & Ventura, S. J. (1995). The integration of geographic data with remotely sensed imagery to improve classification in an urban area. Photogrammetric Engineering & Remote Sensing, 61(8), 993–998.

    Google Scholar 

  • Hasan, S., & Mulamoottil, G. (1994). Environmental problems of Dhaka City: a study of mismanagement. Cities, 11(3), 195–200.

    Article  Google Scholar 

  • Howarth, P. J., & Wickware, G. M. (1981). Procedures for change detection using Landsat digital data. International Journal of Remote Sensing, 2(3), 277–291.

    Article  Google Scholar 

  • Islam, N. (1996). Dhaka from city to megacity: perspectives on people, places, planning and development issues. Dhaka: Urban Studies Program.

    Google Scholar 

  • Islam, N. (2005). Dhaka now: contemporary development. Dhaka: The Bangladesh Geographical Society.

    Google Scholar 

  • Jat, M. K., Garg, P. K., & Khare, D. (2008). Monitoring and modeling of urban sprawl using remote sensing and GIS techniques. International Journal of Applied Earth Observation and Geoinformation, 10(1), 26–43.

    Google Scholar 

  • Jensen, I. R., & Ramsey, E. W. (1987). Inland wetland change detection using Aircraft MSS data. Photogrammetric Engineering & Remote Sensing, 53(5), 521–529.

    Google Scholar 

  • Jensen, J. R. (1996). Introductory digital image processing: a remote sensing perspective. Upper Saddle, NJ: Prentice-Hall.

    Google Scholar 

  • Kamal, A. S. M. M., & Midorikawa, S. (2004). GIS-based geomorphological mapping using remote sensing data and supplementary geoinformation: a case study of the Dhaka City area, Bangladesh. International Journal of Applied Earth Observation and Geoinformation, 6(2), 111–125.

    Article  Google Scholar 

  • Karim, M. M. (1999). Traffic pollution inventories and modeling in metropolitan Dhaka, Bangladesh. Transportation Research Part D, 4(5), 291–312.

    Article  Google Scholar 

  • Karn, S. K., & Harada, H. (2001). Surface water pollution in three urban territories of Nepal, India and Bangladesh. Environmental Management, 28(4), 483–496.

    Article  CAS  Google Scholar 

  • Khan, F. K., & Islam, N. (1964). High class residential areas in Dhaka city, 1608–1962. Oriental Geographer, January, 1–40.

  • Lambin, E. F. (1997). Modeling and monitoring land-cover change processes in tropical regions. Progress in Physical Geography, 21(3), 375–393.

    Article  Google Scholar 

  • Leica Geosystems (2006). Erdas Imagine Tour Guides. USA: Leica Geosystems Geospatial Imaging.

    Google Scholar 

  • Lillesand, T. M., & Kiefer, R. W. (1999). Remote Sensing and Image Interpretation. New York: John Wiley and Sons.

    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 

  • Maathuis, B. H. P., Mannaerts, C. M. M., & Khan, N. I. (1999). Evaluating urban storm water drainage using GIS and RS techniques — a case study of Dhaka City, Bangladesh. Geocarto International, 14(4), 21–32.

    Article  Google Scholar 

  • Miah, M. M., & Bazlee, B. L. (1968). Some aspects of geomorphology of the Madhupur Tract. Oriental Geographer, 12, 39–48.

    Google Scholar 

  • Mohit, M. A. (1991). Institutional arrangement for the development of Dhaka Metropolitan Area: Problems and Issues. In N. Islam, & A. I. Chowdhury (Eds.) Urban Land Management in Bangladesh. Dhaka: Ministry of Land.

    Google Scholar 

  • Mundia, C. N., & Aniya, M. (2006). Dynamics of land use/cover changes and degradation of Nairobi City, Kenya. Land Degradation and Development, 17(1), 97–108.

    Article  Google Scholar 

  • Muttitanon, W., & Tripathi, N. K. (2005). Land use/cover changes in the coastal zone of Bay Don Bay, Thailand using Landsat 5 TM data. International Journal of Remote Sensing, 26(11), 2311–2323.

    Article  Google Scholar 

  • Rashid, S. F. (2000). The urban poor in Dhaka city: their struggles and coping strategies during the floods of 1998. Disasters, 24(3), 240–253.

    Article  CAS  Google Scholar 

  • Shalaby, A., & Tateishi, R. (2007). Remote sensing and GIS for mapping and monitoring land cover and land use changes in the Northwestern coastal zone of Egypt. Applied Geography, 27(1), 28–41.

    Article  Google Scholar 

  • Siddiqui, K., Ahmed, J., Awal, A., & Ahmed, M. (2000). Overcoming the Governance Crisis in Dhaka City. Dhaka: University Press Limited.

    Google Scholar 

  • Singh, A. (1989). Digital change detection techniques using remotely sensed data. International Journal of Remote Sensing, 10(6), 989–1003.

    Article  Google Scholar 

  • The World Bank (2007). Dhaka: improving living conditions for the urban poor. Sustainable Development Unit: South Asia Region.

  • Townshend, J. R. G., Justice, C. O., Gurney, C., & Mcmanus, J. (1992). The impact of misregistration on change detection. IEEE Transactions on Geosciences and Remote Sensing, 30, 1054–1060.

    Article  Google Scholar 

  • UN-Habitat (2003). The challenges of slums: global report on human settlements. London: Earthscan Publication.

    Google Scholar 

  • Yamagata, Y., Sugita, S., & Yasuoka, Y. (1997). Development of Vegetation–Soil–Water Index algorithms and applications. Journal of Remote Sensing Society of Japan, 17(1), 54–64.

    Google Scholar 

  • Yang, X. (2002). Satellite monitoring of urban spatial growth in the Atlanta metropolitan area. Photogrammetric Engineering & Remote Sensing, 68(7), 725–734.

    Google Scholar 

  • Yang, X., & Lo, C. P. (2002). Using a time series of satellite imagery to detect land use and cover changes in the Atlanta, Georgia. International Journal of Remote Sensing, 23(9), 1775–1798.

    Article  Google Scholar 

  • Yuan, F., Sawaya, K. E., Loeffelholz, B. C., & Bauer, M. E. (2005). Land cover classification and change analysis of the Twin Cities (Minnesota) Metropolitan Area by multi-temporal Landsat remote sensing. Remote Sensing of Environment, 98(2&3), 317–328.

    Article  Google Scholar 

  • Zhang, Q., Wang, J., Peng, X., & Shi, P. (2002). Urban built-up change detection with road density and spectral information from multi-temporal Landsat TM data. International Journal of Remote Sensing, 23(15), 3057–3078.

    Article  Google Scholar 

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Authors and Affiliations

  1. Department of Earth and Environmental Sciences, Nagoya University, Furo-cho, Chikusa-ku, Nagoya, 464-8601, Japan

    Ashraf M. Dewan

  2. Graduate School of Environmental Studies, Nagoya University, Furo-cho, Chikusa-ku, Nagoya, 464-8601, Japan

    Yasushi Yamaguchi

  3. Department of Geography and Environment, University of Dhaka, Ramna, Dhaka, 1000, Bangladesh

    Ashraf M. Dewan

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  1. Ashraf M. Dewan
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  2. Yasushi Yamaguchi
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Correspondence to Ashraf M. Dewan.

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Dewan, A.M., Yamaguchi, Y. Using remote sensing and GIS to detect and monitor land use and land cover change in Dhaka Metropolitan of Bangladesh during 1960–2005. Environ Monit Assess 150, 237–249 (2009). https://doi.org/10.1007/s10661-008-0226-5

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  • DOI: https://doi.org/10.1007/s10661-008-0226-5

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