Monitoring and Mapping Temporal and Spatial Land Use/Land Cover Change: A Case Study from Inebolu (Türkiye)

Authors

DOI:

https://doi.org/10.5281/zenodo.10250846

Keywords:

geographic information systems, land cover/land use, deforestation, agriculture, urbanization, land degradation, landscape

Abstract

Land use/land cover (LULC) change affects forest ecosystem health and ecosystem services, and therefore, identifying and monitoring LULC is essential for ecosystem continuity. This study aims to determine the temporal and spatial changes in land use/land cover between 1999 and 2011 in the Inebolu Forest Enterprise (FE) located in the Western Black Sea Region and to reveal the reasons for these changes using Geographic Information Systems (GIS). The results showed that the forest area increased by 9362.6 ha, and the productive forest area increased by 15333.4 ha between 1999 and 2011. It was predicted that the main reason for the increase in forest area was afforestation activities and population decreases due to migration from villages to cities. Rehabilitation studies can be recognized as a significant contribution to expanding productive forest areas. Additionally, it was determined that 2039.0 ha and 3607.2 ha of agricultural land were converted into CF and BF, respectively.

References

R. A. Houghton, “The Worldwide Extent of Land-Use Change,” Bioscience, vol. 44, no. 5, pp. 305–313, May 1994, doi: 10.2307/1312380.

R. Wang, A. Derdouri, and Y. Murayama, “Spatiotemporal Simulation of Future Land Use/Cover Change Scenarios in the Tokyo Metropolitan Area,” Sustainability, vol. 10, no. 6, p. 2056, Jun. 2018, doi: 10.3390/su10062056.

H. Aksoy and S. Kaptan, “Simulation of future forest and land use/cover changes (2019–2039) using the cellular automa-ta-Markov model,” Geocarto Int, vol. 37, no. 4, pp. 1183–1202, Feb. 2022, doi: 10.1080/10106049.2020.1778102.

E. W. Sanderson, M. Jaiteh, M. A. Levy, K. H. Redford, A. V. Wannebo, and G. Woolmer, “The human footprint and the last of the wild: the human footprint is a global map of human influence on the land surface, which suggests that human beings are stewards of nature, whether we like it or not,” Bioscience, vol. 52, no. 10, pp. 891–904, 2002.

F. Sivrikaya, G. Çakir, A. İ. Kadioğullari, S. Keleş, E. Z. Başkent, and S. Terzioğlu, “Evaluating land use/land cover changes and fragmentation in the Camili forest planning unit of northeastern Turkey from 1972 to 2005,” Land Degrad Dev, vol. 18, no. 4, pp. 383–396, Jul. 2007, doi: 10.1002/ldr.782.

J. Pongratz, C. Reick, T. Raddatz, and M. Claussen, “A reconstruction of global agricultural areas and land cover for the last millennium,” Global Biogeochem Cycles, vol. 22, no. 3, Sep. 2008, doi: 10.1029/2007GB003153.

M. W. A. Halmy, P. E. Gessler, J. A. Hicke, and B. B. Salem, “Land use/land cover change detection and prediction in the north-western coastal desert of Egypt using Markov-CA,” Applied Geography, vol. 63, pp. 101–112, Sep. 2015, doi: 10.1016/j.apgeog.2015.06.015.

H. Aksoy, S. Kaptan, T. Varol, M. Cetin, and H. B. Ozel, “Exploring land use/land cover change by using density analysis method in yenice,” International Journal of Environmental Science and Technology, vol. 19, no. 10, pp. 10257–10274, Oct. 2022, doi: 10.1007/s13762-021-03847-5.

P. M. Vitousek, H. A. Mooney, J. Lubchenco, and J. M. Melillo, “Human Domination of Earth’s Ecosystems,” Science (1979), vol. 277, no. 5325, pp. 494–499, Jul. 1997, doi: 10.1126/science.277.5325.494.

A. S. Mather and C. L. Needle, “The forest transition: a theoretical basis,” Area, vol. 30, no. 2, pp. 117–124, Jun. 1998, doi: 10.1111/j.1475-4762.1998.tb00055.x.

P. Watcharaanantapong, Factors Influencing Greenhouse Gas Emissions from Land Use, Land-use Change, and Forest Activi-ties. 2016.

T. K. Rudel et al., “Forest transitions: towards a global understanding of land use change,” Global Environmental Change, vol. 15, no. 1, pp. 23–31, Apr. 2005, doi: 10.1016/j.gloenvcha.2004.11.001.

S. K. Singh, Sk. Mustak, P. K. Srivastava, S. Szabó, and T. Islam, “Predicting Spatial and Decadal LULC Changes Through Cellu-lar Automata Markov Chain Models Using Earth Observation Datasets and Geo-information,” Environmental Processes, vol. 2, no. 1, pp. 61–78, Mar. 2015, doi: 10.1007/s40710-015-0062-x.

FAO, “Land Use Statistics and Indicators Statistics. Global, Regional and Country Trends, 1990–2019,” FAOSTAT Analytical Brief Series No.28, https://www.fao.org/3/cb6033en/cb6033en. Rome, 2021.

M. Yılmaz, “Türkiye’de kırsal nüfusun değişimi ve ilere göre dağılımı (1980-2012),” Doğu Coğrafya Dergisi, vol. 20, no. 33, p. 161, Jan. 2015, doi: 10.17295/dcd.71070.

TSI, “Turkish Statistical Institute,” https://www.tuik.gov.tr/ [Accessed: October 14, 2023].

GDF, “Türkiye Orman Varlığı 2020.” General Directorate of Forestry Ofset, Ankara, 2021.

A. Günlü, F. Sivrikaya, E. Baskent, S. Keles, G. Çakir, and A. Kadiogullari, “Estimation of Stand Type Parameters and Land Cover Using Landsat-7 ETM Image: A Case Study from Turkey,” Sensors, vol. 8, no. 4, pp. 2509–2525, Apr. 2008, doi: 10.3390/s8042509.

A. W. Degife, F. Zabel, and W. Mauser, “Assessing land use and land cover changes and agricultural farmland expansions in Gambella Region, Ethiopia, using Landsat 5 and Sentinel 2a multispectral data,” Heliyon, vol. 4, no. 11, p. e00919, Nov. 2018, doi: 10.1016/j.heliyon.2018.e00919.

Y. Ren, Y. Lü, A. Comber, B. Fu, P. Harris, and L. Wu, “Spatially explicit simulation of land use/land cover changes: Current coverage and future prospects,” Earth Sci Rev, vol. 190, pp. 398–415, Mar. 2019, doi: 10.1016/j.earscirev.2019.01.001.

H. Aksoy and S. Kaptan, “Monitoring of land use/land cover changes using GIS and CA-Markov modeling techniques: a study in Northern Turkey,” Environ Monit Assess, vol. 193, no. 8, p. 507, Aug. 2021, doi: 10.1007/s10661-021-09281-x.

S. Bulut, “Evaluating kernel functions of support vector machines for supervised classification of land use classes,” Interconti-nental Geoinformation Days, , vol. 5, pp. 37–40, 2022.

G. Çakir, C. Ün, E. Z. Baskent, S. Köse, F. Sivrikaya, and S. Keleş, “Evaluating urbanization, fragmentation and land use/land cover change pattern in Istanbul city, Turkey from 1971 TO 2002,” Land Degrad Dev, vol. 19, no. 6, pp. 663–675, Nov. 2008, doi: 10.1002/ldr.859.

F. Sivrikaya, G. Çakır, and A. E. Akay, “Factors of land use/cover change: A case study from Turkey,” Scientific Research and Essays, vol. 6, no. 17, pp. 3684–3696, Aug. 2011, doi: 10.5897/SRE11.308.

S. Bulut and A. Günlü, “Arazi Kullanım Sınıfları İçin Farklı Kontrollü Sınıflandırma Algoritmalarının Karşılaştırılması,” Kastamonu Üniversitesi Orman Fakültesi Dergisi, vol. 16, no. 2, Dec. 2016, doi: 10.17475/kastorman.289762.

A. M. Marangoz, A. Sekertekin, and H. Akçin, “Analysis of land use land cover classification results derived from sentinel-2 image,” in Proceedings of the 17th International Multidisciplinary Scientific GeoConference Surveying Geology and Mining Ecology Man-agement, SGEM, Jun. 2017, pp. 25–32. doi: 10.5593/sgem2017/23/S10.004.

C. Göl, A. Günlü, S. Ediş, and A. Küçükdöngül, “The effects of catchment melioration on land use types and land cover (LULC) between 1990 - 2014 in Çorum - Osmancık - Emine Creek watersheds,” Turkish Journal of Forestry | Türkiye Ormancılık Dergisi, pp. 149–155, Jul. 2018, doi: 10.18182/tjf.393474.

S. Kaptan, A. Durkaya, and B. Durkaya, “Investigation of land cover changes and social pressures in forest areas in Turkey: the case of Drahna Forest Planning Unit,” Arabian Journal of Geosciences, vol. 14, no. 23, p. 2647, Dec. 2021, doi: 10.1007/s12517-021-08872-9.

A. Aydın and R. Eker, “Future land use/land cover scenarios considering natural hazards using Dyna-CLUE in Uzungöl Nature Conservation Area (Trabzon-NE Türkiye),” Natural Hazards, vol. 114, no. 3, pp. 2683–2707, Dec. 2022, doi: 10.1007/s11069-022-05485-7.

E. K. Sandal, F. Adıgüzel, and N. Karademir, “Changes in land use between 1990-2018 in Mersin province based on the CORINE (Coordination of Information on The Envi-ronment) System,” Kastamonu University Journal of Engineering and Sciences, vol. 6, no. 1, pp. 8–18, 2020.

R. Sauti and U. Karahalil, “Investigating the spatiotemporal changes of land use/land cover and its implications for ecosystem services between 1972 and 2015 in Yuvacık,” Environ Monit Assess, vol. 194, no. 4, p. 311, Apr. 2022, doi: 10.1007/s10661-022-09912-x.

S. Tariq, Ö. Zeydan, H. Nawaz, U. Mehmood, and Z. ul-Haq, “Impact of land use/land cover (LULC) changes on latent/sensible heat flux and precipitation over Türkiye,” Theor Appl Climatol, vol. 153, no. 3–4, pp. 1237–1256, Aug. 2023, doi: 10.1007/s00704-023-04535-9.

J.-P. Puyravaud, “Standardizing the calculation of the annual rate of deforestation,” For Ecol Manage, vol. 177, no. 1–3, pp. 593–596, Apr. 2003, doi: 10.1016/S0378-1127(02)00335-3.

G. Şen and E. Güngör, “Analysis of land use/land cover changes following population movements and agricultural activities: a case study in northern Turkey,” Appl Ecol Environ Res, vol. 16, no. 2, pp. 2073–2088, 2018, doi: 10.15666/aeer/1602_20732088.

S. Doğan and E. Buğday, “Arazi Örtüsü ve Kullanımının Zamansal ve Mekânsal Değişiminin Yapay Sinir Ağları ile Modellenmesi: Kastamonu Örneği,” Journal of Bartin Faculty of Forestry, vol. 20, no. 3, pp. 653–663, 2018.

S. Ö. Turan, A. İ. Kadıoğulları, and G. Alkan, “Spatial and temporal dynamics of land use pattern response to urbanization in Kastamonu,” Afr J Biotechnol, vol. 9, no. 5, pp. 640–647, Feb. 2010, doi: 10.5897/AJB09.1478.

T. Aydin and M. Aydin, “Determination of the Impact of Population Change on the Terrain Usage via GIS (Kastamonu-Küre Case),” in International Symposium on Environmental Protection and Planning: Geographic Information Systems (GIS) and Remote Sensing (RS) Applications Proceedings Book, Cevre Koruma ve Arastirma Vakfi, 2012, pp. 119–124. doi: 10.5053/isepp.2011.4-7.

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Published

24.12.2023

How to Cite

Demirel, D., & Sivrikaya, F. (2023). Monitoring and Mapping Temporal and Spatial Land Use/Land Cover Change: A Case Study from Inebolu (Türkiye). Journal of Green Technology and Environment, 1(2), 13–21. https://doi.org/10.5281/zenodo.10250846

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Research Articles