Abstract
In this study, forest cover change and urbanization in the borders of Regional Directorate of Trabzon Forestry (RDTF), which is located in NE of Turkey, was investigated during a 25 year period. Spatial and temporal changes in forest cover were also analyzed using Geographical Information System (GIS) and FRAGSTATS™. Forest cover changes were detected from a time series of satellite images of Landsat MSS in 1975, Landsat TM in 1987, and Landsat ETM+ in 2000 using Remote Sensing (RS) and GIS. The results showed a decrease in forest area, productive forest area and degraded forest area. Total forest area decreased in the first period (1975–1987), however increased during the second (1987–2000) period. 36 807 hectares (7% of the study area) mixed forest area converted to conifer forest. During the whole study period, the average annual deforestation rate was 977 ha year−1, equivalent to 0.42% year−1 using the compound-interest-rate formula. Total number of forest fragments decreased from 135,039 to 132,839 (1.6%) during a 25 year period. On the other hand, total population lived in the borders of Trabzon City increased from 1975 to 2000 even though the rural population decreased. According to the results, the decrease of forest areas may well be explained by increasing population and urbanization. The decrease of number of patches and degraded forest area can be disclosed by the fact that the decline of rural population has positively affected the development of forest areas.
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Abdullah, S. A., & Nakagoshi, N. (2006). Changes in landscape spatial pattern in the highly developing state of Selangor, peninsular Malaysia. Landscape and Urban Planning, 3, 263–275.
Acar, C., Acar, H., & Eroglu, E. (2007). Evaluation of ornamental plant resource to urban biodiversity and cultural changing: A case study of residential landscape in Trabzon city (Turkey). Building and Environment, 42, 218–229.
Altun, L. (1995). Maçka (Trabzon) Orman Işletmesi Ormanüstü Serisinde Orman Yetişme Ortamı Birimlerinim Ayrılması ve Haritalanması Üzerine Araştırmalar. Doktora Tezi, K.T.Ü., Fen Bilimleri Enstitüsü, Trabzon.
Antrop, M. (2000). Background concepts for integrated landscape analysis. Agriculture Ecosystem and Environment, 7, 17–28.
Armenteras, D., Gast, F., & Villareal, H. (2003). Andean forest fragmentation and the representativeness of protected natural areas in the eastern Andes, Colombia. Biological Conservation, 113, 245–256.
Başkent, E. Z., & Jordan, J. A. (1995a). Characterizing spatial structure of forest landscapes: A hierarchical approach. Canadian Journal of Forest Research, 25(11), 1830–1849.
Başkent, E. Z., & Jordan, J. A. (1995b). Designing forest management to control spatial structure of landscapes. Landscape Urban Planning, 34, 55–74.
Baskent, E. Z., Jordan, G. A., & Nurullah, A. M. M. (2000). Designing forest landscape (ecosystems) management. Forestry Chronicle, 76(5), 739–742.
Baskent, E. Z., & Keles, S. (2005). Spatial forest planning: A review. Ecological Modelling, 188, 145–173.
Cayuela, L., Rey Benayas, J. M., & Echeverria, C. (2006). Clearance and fragmentation of tropical montane forests in the Highlands of Chiapas, Mexico (1975–2000). Forest Ecology and Management, 226, 208–218.
Chen, L., Wang, J., Fu, B., & Qiu, Y. (2001). Land-use change in a small catchment of northern Loess Plateau, China. Agriculture, Ecosystems and Environment, 86, 163–172.
Cohen, J. (1960). A coefficient of agreement of nominal scales. Educational and Psychological Measurements, 20(1), 37–46.
Congalton, R. G., & Mead, R. A. (1983). A quantitative method to test for consistency and correctness in photo interpretation. Photogrammetric Engineering and Remote Sensing, 49, 69–71.
Doygun, H., & Alphan, H. (2006). Monitoring urbanization of Iskenderun, Turkey. And its negative implications. Environmental Monitoring and Assessment, 114, 145–155.
Echeverria, C., Coomes, D., Salas, J., Rey-Benayas, J. M., Lara, A., & Newton, A. (2006). Rapid deforestation and fragmentation of Chilean Temperate Forests. Biological Conservation, 130, 481–494.
Farina, A. (2002). Landscape ecology in action. The Netherlands: Kluwer.
Forman, R. T. T. (1995). Some general principles of landscape and regional ecology. Landscape Ecology, 10, 133–142.
Franklin, S. (2001). Remote sensing for sustainable forest management. Boca Raton, FL: Lewis.
Gautam, A. P., Webb, E. L., Shivakoti, G. P., & Zoebisch, M. A. (2003). Land use dynamics and landscape change pattern in a mountain watershed in Nepal. Agriculture, Ecosystems and Environment, 99, 83–96.
Güler, M., Yomralioğlu, T., & Reis, S. (2007). Using landsat data to determine land use/land cover changes in Samsun, Turkey. Environmental Monitoring Assessment, in press.
Hietala-Koivu, R. (1999). Agricultural landscape change: A case study in Ylane, southwest Finland. Landscape and Urban Planning, 46, 103–108.
Jensen, J. R. (1996). Introductory digital image processing (p. 318). Englewood Cliffs, NJ: Prentice-Hall.
Kilic, S., Evrendilek, F., Berberoğlu, S., & Demirkesen, A. C. (2004). Environmental monitoring of land-use and land-cover changes in Amik Plain, Turkey. In: Geo-Imagery Bridging Continents, XXth ISPRS Congress, Istanbul, Turkey.
Leitao, A. B., & Ahern, J. (2002). Applying landscape ecological concepts and metrics in sustainable landscape planning. Landscape and Urban Planning, 59, 65–93.
Mander, Ü., Mikk, M., & Külvik, M. (1999). Ecological and low intensity agriculture as contributors to landscape and biological diversity. Landscape and Urban Planning, 46, 169–177.
Matsushita, B., Xu, M., & Fukushima, T. (2006). Characterizing the changes in landscape structure in the Lake Kasumigaura Basin, Japan using a high-quality GIS dataset. Landscape and Urban Planning, 78(3), 241–250.
McGarigal, K., Cushman, S. A., Neel, M. C., & Ene, E. (2002). FRAGSTATS: Spatial pattern analysis program for categorical maps. Computer software program produced by the authors at the University of Massachusetts, Amherst, Available at: http://www.umass.edu/landeco/research/fragstats/fragstats.html.
McGarigal, K., & Marks, B. J. (1995). FRAGSTATS: Spatial pattern analysis program for quantifying landscape structure. U.S. forest Service General Technical Report PNW 351. Science, 260, 1905–1910.
Millington, A. C., Velez-Liendo, X. M., & Bradley, A. V. (2003). Scale dependence in multitemporal mapping of forest fragmentation in Bolivia: Implications for explaining temporal trends in landscape ecology and applications to biodiversity conservation. Journal of Photogrammetry and Remote Sensing, 57, 289–299.
Nagashima, K., Sands, R., Whyte, A. G. D., Bilek, E. M., & Nakagoshi, N. (2002). Regional landscape change as a consequence of plantation forestry expansion: an example in the Nelson region, New Zealand. Forest Ecology and Management, 163, 245–261.
Nagendra, H., Munroe, D. K., & Southworth, J. (2004). From pattern to process: Landscape fragmentation and the analysis of land use/land cover change. Agriculture Ecosystem and Environment, 101, 111–115.
Özhatay, N., Byfield, A., & Atay, S. (2003). Important plant areas of Turkey. Istanbul: WWF Türkiye, MAS Press.
Prakash, A., & Gupta, R. P. (1998). Land-use mapping and change detection in a coal mining area, a case study in the Jharia Coalfield, India. International Journal of Remote Sensing, 19, 391–410.
Puyravaud, J. P. (2003). Standardizing the calculation of the annual rate of deforestation. Forest Ecology and Management, 177, 593–596.
Raines, G. L. (2002). Description and comparison of geologic maps with FRAGSTATS – A spatial statistics program. Computer & Geosciences, 28, 169–177.
Reis, S. (2003). Çevresel planlamalara altlık bir coğrafi bilgi sistemi tasarımı ve uygulaması: Trabzon İl Bilgi Sistemi (TİBİS) modeli. Doktora Tezi, K.T.Ü., Fen Bilimleri Enstitüsü, Trabzon.
Reis, S., Nişanci, R., Uzun, B., Yalçin, A., İnan, H., & Yomralioğlu, T. (2003). Monitoring land-use changes by GIS and remote sensing techniques: Case study of Trabzon. In: 2nd FIG Regional Conference, Marrakech, Morocco.
Republic of Turkey (1970–2000). Changing of Demographic Issues 1950–2000. Turkey: State Institute of Statistics.
Richards, J. A. (1994). Remote sensing digital image analysis: An introduction. Second, Revised and Enlarged Edition. Berlin Heidelberg New York: Springer.
Skole, D., & Tucker, C. (1993). Tropical deforestation and habitat fragmentation in the Amazon: Satellite data from 1978 to 1988. Science, 260, 1905–1909.
Turner, M. G., & Gardner, R. H. (1991). Quantitative methods in landscape ecology. Berlin Heidelberg New York: Springer.
Turner, D. P., Lee, J. J., Koerper, G. J., & Barker, J. R. (1993). The forest sector carbon budget of the United States: Carbon pools and flux under alternative policy options (p. 202). Corvallis, OR: Environmental Protection Agency.
Turner, D. P., Koerper, G. J., Harmon, M. E., & Lee, J. J. (1995). A carbon budget for forests of the conterminous United States. Ecological Applications, 5, 421–436.
Turner, M. G., Pearson, S. M., Bolstad, P., & Wear, D. N. (2003). Effects of land-cover change on spatial pattern of forest communities in the Southern Appalachian Mountains (USA). Landscape Ecology, 13, 449–464.
Verburg, P. H., Veldkamp, A., & Bouma, J. (1999). Land-use change under conditions of high population pressure: The case of Java. Global Environmental Change, 9, 303–312.
Wakeel, A., Rao, K. S., Maikhuri, R. K., & Saxena, K. G. (2005). Forest management and land use/cover changes in a typical micro watershed in the mid elevation zone of Central Himalaya, India. Forest Ecology and Management, 213, 229–242.
Wang, Z., Zhang, B., Zhang, S., Li, X., Liu, D., Song, K., et al. (2006). Changes of land use and of ecosystem service values in Sanjiang Plain, North China. Environmental Monitoring and Assessment, 112, 69–91.
Zhao, B., Nakagoshi, N., Chen, J. K., & Kong, L. Y. (2003). The impact of urban planning on land use and land cover in Pudong of Shanghai, China. Journal of Environmental Science, 15, 205–214.
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Keleş, S., Sivrikaya, F., Çakir, G. et al. Urbanization and forest cover change in regional directorate of Trabzon forestry from 1975 to 2000 using landsat data. Environ Monit Assess 140, 1–14 (2008). https://doi.org/10.1007/s10661-007-9845-5
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DOI: https://doi.org/10.1007/s10661-007-9845-5