Abstract
Quantifying and monitoring the spatial and temporal dynamics of the land use/land cover (LULC) in a given region are critical for better characterizing land use generally, including that for social, economic and environmental purposes. Urbanization plays a key role in modifying land cover and has a widespread impact on the environment, where uncontrolled urban sprawl also leads to disruption of landscapes and habitat and degradation in biodiversity. Monitoring continuous LULC changes can provide helpful insights for decision makers of future planning, in terms of establishing robust land use management planning. However, urban growth is very complex phenomenon and hard to control under unpredictable disasters such as earthquakes. Here, we have focused on Sakarya Province in order to assess LULC change in the city following the 1999 Kocaeli earthquake. For this purpose, three Landsat satellite images were used covering the last two decades. Segmentation process and supervised classification of images were also employed. In the whole study region following the 1999 destructive earthquake, the image analysis result shows that the significant transformation in land use developed in the settlement area from 1291.5 to 1516.3 ha (up to 17.4% in ratio) due to migration. According to the results, a decrease of 21.2% was recorded in forest areas from 3505.7 to 2761.3 ha and a decrease of 15.8% was recorded in inland wetlands from 120.5 to 101.0 ha. In contrast, we have estimated an increase in agricultural areas from 63.2 to 67.2 ha (6.3% in ratio) despite a slight decrease in the 2008–2016 periods. In conclusion, we have observed a northern urban sprawl in the area where the natural balance is estimated to deteriorate in the coming years.
Similar content being viewed by others
References
Belal, A. A., & Moghanm, F. S. (2011). Detecting urban growth using remote sensing and GIS techniques in Al Gharbiya governorate, Egypt. The Egyptian Journal of Remote Sensing and Space Science, 14(2), 73–79.
Berry, K. J., Johnston, J. E., & Mielke, P. W., Jr. (2014). A chronicle of permutation statistical methods. New York: Springer.
Butt, A., Shabbir, R., Ahmad, S. S., & Aziz, N. (2015). Land use change mapping and analysis using remote sensing and GIS: A case study of Simly watershed, Islamabad, Pakistan, Egypt. The Egyptian Journal of Remote Sensing and Space Science, 18(2), 251–259.
Campbell, J. B., & Wynne, R. H. (2011). Introduction to remote sensing (5th ed.). New York, NY: The Guilford Press.
Congalton, R. G., & Green, K. (1999). Assessing the accuracy of remotely sensed data: Principles and practices. Boca Raton: Lewis Publishers.
Eastman, J. R. (2012). IDRISI selva tutorial. Worcester, OH: IDRISI Production, Clarks Labs-Clark University.
Gencer, E. A. (2013). Natural disasters, urban vulnerability, and risk management: A theoretical overview. In The interplay between urban development, vulnerability, and risk management, (Vol. 7, pp. 7–43). New York: Springer. https://doi.org/10.1007/978-3-642-29470-9.
Haack, B. N., & Rafter, A. (2006). Urban growth analysis and modelling in the Kathmandu valley, Nepal. Habitat International, 30(4), 1056–1065.
Hasse, J. E., & Lathrop, R. G. (2003). Land resource impact indicators of urban sprawl. Applied Geography, 23(2), 159–175.
Heymann, Y., Steenmans, C., Croisille, G., Bossard, M., Lenco, M., Wyatt, B., Weber, J-L., O’Brian, C., Cornaert, M.-H., & Sifakis, N. (1994). CORINE land cover: Technical guide. Environment, nuclear safety and civil protection series, Commission of the European Communities, Office for Official Publications of the European Communities, Luxembourg, EUR 12585 (in English: ISBN 92-826-2578-8, in French: ISBN 92-826-2579-6).
Holzer, T. L. (2000). The August 17, 1999 Kocaeli, Turkey earthquake: A lesson for California? USGS Publications Warehouse, 53(6), 4–16. https://pubs.er.usgs.gov/publication/70073842.
Ikiel, C., Dutucu, A. A., Ustaoglu, B., & Kilic, D. E. (2012). Land use and land cover (LULC) classification using Spot-5 image in the Adapazari Plain and its surroundings, Turkey. The Online Journal of Science and Technology, 2(2), 37–42.
Ikiel, C., Ustaoglu, B., Dutucu, A. A., & Kilic, D. E. (2013). Remote sensing and GIS-based integrated analysis of land cover change in Duzce plain and its surroundings (NW Turkey). Environmental Monitoring and Assessment, 185, 1699–1709.
Jensen, J. R. (2004). Digital change detection. Introductory digital image processing: A remote sensing perspective (pp. 467–494). Englewood Cliffs, NJ: Prentice-Hall.
Knox, P. L. (1993). The restless urban landscape. Englewood Cliffs, NJ: Prentice-Hall.
Komazawa, M., Morikawa, H., Nakamura, K., Akamatsu, J., Nishimura, K., Sawada, S., et al. (2002). Bedrock structure in Adapazari, Turkey: A possible cause of severe damage by the 1999 Kociaeli earthquake. Soil Dynamics and Earthquake Engineering, 22(9–12), 829–836.
Lambin, E. F., & Ehrlich, D. (1997). Land cover changes in sub-Saharan Africa (1982–1991): Application of a change index based on remotely sensed surface temperature and vegetation indices at a continental scale. Remote Sensing of Environment, 61(2), 181–200.
Lewis-Gonzales, S. L. (2015). Accuracy of supervised classification of cropland in sub-Saharan Africa. Master’s thesis, University of Tennessee.
Lillesand, T. M., & Kiefer, R. W. (1999). Remote sensing and image interpretation. New York, NY: Wiley.
Lo, C. P., & Yang, X. (2002). Drivers of land-use/land-cover changes and dynamic modelling for the Atlanta, Georgia Metropolitan Area. Photogrammetric Engineering and Remote Sensing, 68(10), 1062–1073.
Masser, I. (2001). Managing our urban future: The role of remote sensing and geographic information systems. Habitat International, 25(4), 503–512.
Mosammam, H. M., Nia, J. T., Khani, H., Teymouri, A., & Kazemi, M. (2017). Monitoring land use change and measuring urban sprawl based on its spatial forms: The case of Qom city. The Egyptian Journal of Remote Sensing and Space Sciences, 20, 103–116.
Paul, M. J., & Meyer, J. L. (2001). Streams in the urban landscape. Annual Review of Ecology and Systematics, 32, 333–365.
Roshan, G. R., Shahraki, S. Z., Sauri, D., & Borna, R. (2010). Urban sprawl and climatic changes in Tehran. Journal of Environmental Health Science & Engineering, 7(1), 43–52.
Simmons, C. (2007). Ecological footprint analysis: A useful method for exploring the interaction between lifestyles and the built environment (pp. 223–235). London: Routledge, Sustainable Urban Development.
Stein, R. S., Barka, A. A., & Dieterich, J. H. (1997). Progressive failure on the North Anatolian fault since 1939 by earthquake stress triggering. Geophysical Journal International, 128(3), 594–604.
Sudhira, H. S., Ramachandra, T. V., & Jagadish, K. S. (2004). Urban sprawl: Metrics, dynamics and modelling using GIS. International Journal of Applied Earth Observation and Geoinformation, 5, 29–39.
Sunbul, A. B. (2010). The parametrical investigation of structures with shallow foundation under seismic effects. Ph.D. thesis, University of Sakarya.
Sunbul, F., Nalbant, S., Simão, N., & Steacy, S. (2016). Investigating viscoelastic post seismic deformation due to large earthquakes in East Anatolia, Turkey. Journal of Geodynamics, 94–95, 50–58.
UNISDR. (2011). Annual report 2011. www.unisdr.org/files/27627_ar2011v2.pdf. Accessed 2 Dec 2018.
USGS. (2000). Implications for earthquake risk reduction in the United States from the Kocaeli, Turkey, Earthquake of August 17, 1999, U.S. Geological Survey Circular 1193 Report.
Utkucu, M., Kanbur, Z., Alptekin, O., & Sunbul, F. (2009). Seismic behaviour of the North Anatolian Fault beneath the Sea of Marmara (NW Turkey): Implications for earthquake recurrence times and future seismic hazard. Natural Hazards, 50, 45–71.
Yang, X., & Liu, Z. (2005). Use of satellite derived landscape imperviousness index to characterize urban spatial growth. Computers, Environment and Urban Systems, 29, 524–540.
Yang, X., & Lo, P. C. (2003). Modelling urban growth and landscape changes in the Atlanta metropolitan area. International Journal of Geographical Information Science, 17, 463–488.
Yildiz, S., & Doker, M. F. (2016). Monitoring urban growth by using segmentation-classification of multispectral Landsat images in Izmit, Turkey. Environmental Monitoring and Assessment, 188, 393.
Yuan, F., Sawaya, K. E., Loeffelholz, B., & Bauer, M. E. (2005). Land cover classification and change analysis of the twin cities (Minnesota) metropolitan areas by multitemporal Landsat remote sensing. Remote Sensing of Environment, 98, 317–328.
Author information
Authors and Affiliations
Corresponding author
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
About this article
Cite this article
Sunbul, F. An Assessment of Urban Sprawl in Northern Sakarya Province Following the 1999 Earthquake, NW Turkey. J Indian Soc Remote Sens 47, 1487–1496 (2019). https://doi.org/10.1007/s12524-019-00988-6
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s12524-019-00988-6