Yıl 2018, Cilt 5, Sayı 1, Sayfalar 94 - 103 2018-04-04

Environmental Monitoring of Spatio-Temporal Changes in Northern Istanbul using Remote Sensing and GIS

Çiğdem Göksel [1] , Ruusa Magano David [2] , Ahmet Ozgur Dogru [3]

134 203

This study aims to evaluate the landscape transformation and the effect of the third Bosphorus Bridge construction works on the natural ecosystem over seven years’ time in two districts, Beykoz and Sariyer, located at the northern part of Asian and European Istanbul. The study applied supervised classification-maximum likelihood algorithm to monitor land cover changes using multi-temporal satellite data of Landsat covering study area for the years of 2009 and 2016. The overall classification accuracies are 92.36% with Kappa statistic of 0.89 for 2009 and 91.25% with Kappa statistic of 0.89 for the year 2016. The current study resulted with a rapid land cover change at the study area with approximately 4% and %1 decrease in forest and green area, 2% increase in both agricultural and urban/build up areas. Additionally, the destroyed area increased with approximately 1% of the study area in the 7 years period. 

Change detection, Land use/cover, Landsat 8 OLI
  • References
  • Wu, J. 2008. Land Use Changes: Economic, social, and environmental impacts. Choices., 23(4): 6–10.Zhu, Z.; Woodcock, CE. 2014. Continuous change detection and classification of land cover using all available Landsat data. Remote Sensing of Environment., 144, pp. 152–171.
  • Ibrahim, Mahmoud, M.; Duker, A.; Conrad, C.; Thiel, M.; Shaba, Ahmad, H. 2016. Analysis of settlement expansion and urban growth modelling using geoinformation for assessing potential impacts of urbanization on climate in Abuja City, Nigeria. Remote Sensing, 8(3), 220.
  • Rahman, MT. 2016. Detection of Land Use/Land Cover Changes and Urban Sprawl In Al-Khobar, Saudi Arabia: An Analysis of Multi-Temporal Remote Sensing Data. ISPRS International Journal of Geo-Information. 5(2), 15.
  • Coppin, PR.; Bauer, ME. 1996. Digital change detection in forest ecosystems with remote sensing imagery. Remote Sensing Reviews, 13(3–4), 207–234.
  • Woodcock, CE.; Macomber, SA.; Pax-Lenney, M.; Cohen, WB. 2001. Large area monitoring of temperate forest change using Landsat data: generalization across sensors, time and space.Remote Sensing of Environment. 78(1–2), 194–203.
  • Dogru, OA.; Bektas Balcik, F.; Goksel, C.; Ulugtekin, N.2006. Monitoring coastal dunes by using remote sensing and GIS integration in northwest Turkey: A case study of Kilyos dunes. Fresenius Environmental Bulletin PSP,Volume 15 – No 9b, pp 1216-1220.
  • Goksel, C.; Musaoglu, N.; Gurel, M.; Ulugtekin, N.; Tanik, A.; Seker, DZ. 2006. Determination of land-use change in an urbanized district of Istanbul via remote sensing analysis. Fresenius Environmental Bulletin (FEB), 15(8A), 798-805.
  • Seker D.Z., Tanık, A., Citil, E., Ozturk, I., Ovez, S., Baycan, T. 2016. Importance and Vulnerability Analyses for Functional Zoning in a Coastal District of Turkey. International Journal of Environment and Geoinformatics. 2016.Vol 3.,Issue3, 76-91.
  • Balik, Sanli, F.; Bektas, Balcik, F.; Goksel, C. 2008. Defining temporal spatial patterns of mega city Istanbul to see the impacts of increasing population. Environmental Monitoring and Assessment, 146:267–275 DOI 10.1007/s10661-007-0078-4
  • Kardoulas, NG.; Bird, AC.; Lawan, AI. 1996. Geometric correction of spot and Landsat imagery: A comparison of map- and GPS-derived control points. Photogrammetric Engineering and Remote Sensing, 62, pp 1173–1177.
  • Gong, P.; Xu, B. 2003. Remote sensing of forests over time: changes types, methods, and opportunities. In Remote Sensing of Forest Environments: Concepts and Case Studies, Woulder M, Franklin SE (ed), 301–333, Amsterdam: Kluwer Press.
  • Jensen, JR.. 2004. Introductory Digital Image Processing: A remote sensing perspective, (3rd ed.), Upper Saddle River, NJ: Prentice Hall.
  • Lunetta, RS.; Knight, JF.; Ediriwickrema, J.; Lyon, JG.; Worthy, LD. 2006. Land-cover change detection using multi-temporal MODIS NDVI data. Remote Sensing of Environment, , 105(2), pp 142–154.
  • Weber, R.M.; Dunno, G.A. 2001. Riparian vegetation mapping and image processing techniques, Hopi Indian Reservation. Photogrammetry Engineering Remote Sensing. 67(2), 179–186.
  • Smits, PC.; Dellepaine, SG.; Schowengerdt, RA. 1999. Quality assessment of image classification algorithms for land cover mapping: A review and a proposal for a cost based approach. International Journal of Remote Sensing, 1999, 20, 1461–1486.
  • Congalton, RG.; Green, K. (1999) Assessing the accuracy of remotely sensed data: principles and applications. Lewis Publishers, Boca Raton, Fla, 43-64.
Birincil Dil en
Konular Mühendislik ve Temel Bilimler
Dergi Bölümü Research Articles
Yazarlar

Orcid: 0000-0001-8480-1435
Yazar: Çiğdem Göksel
Kurum: İSTANBUL TEKNİK ÜNİVERSİTESİ
Ülke: Turkey


Yazar: Ruusa Magano David
Kurum: İSTANBUL TEKNİK ÜNİVERSİTESİ
Ülke: Turkey


Yazar: Ahmet Ozgur Dogru

Bibtex @araştırma makalesi { ijegeo410943, journal = {International Journal of Environment and Geoinformatics}, issn = {}, eissn = {2148-9173}, address = {Cem GAZİOĞLU}, year = {2018}, volume = {5}, pages = {94 - 103}, doi = {10.30897/ijegeo.410943}, title = {Environmental Monitoring of Spatio-Temporal Changes in Northern Istanbul using Remote Sensing and GIS}, key = {cite}, author = {Göksel, Çiğdem and David, Ruusa Magano and Dogru, Ahmet Ozgur} }
APA Göksel, Ç , David, R , Dogru, A . (2018). Environmental Monitoring of Spatio-Temporal Changes in Northern Istanbul using Remote Sensing and GIS. International Journal of Environment and Geoinformatics, 5 (1), 94-103. DOI: 10.30897/ijegeo.410943
MLA Göksel, Ç , David, R , Dogru, A . "Environmental Monitoring of Spatio-Temporal Changes in Northern Istanbul using Remote Sensing and GIS". International Journal of Environment and Geoinformatics 5 (2018): 94-103 <http://dergipark.gov.tr/ijegeo/issue/36423/410943>
Chicago Göksel, Ç , David, R , Dogru, A . "Environmental Monitoring of Spatio-Temporal Changes in Northern Istanbul using Remote Sensing and GIS". International Journal of Environment and Geoinformatics 5 (2018): 94-103
RIS TY - JOUR T1 - Environmental Monitoring of Spatio-Temporal Changes in Northern Istanbul using Remote Sensing and GIS AU - Çiğdem Göksel , Ruusa Magano David , Ahmet Ozgur Dogru Y1 - 2018 PY - 2018 N1 - doi: 10.30897/ijegeo.410943 DO - 10.30897/ijegeo.410943 T2 - International Journal of Environment and Geoinformatics JF - Journal JO - JOR SP - 94 EP - 103 VL - 5 IS - 1 SN - -2148-9173 M3 - doi: 10.30897/ijegeo.410943 UR - http://dx.doi.org/10.30897/ijegeo.410943 Y2 - 2018 ER -
EndNote %0 International Journal of Environment and Geoinformatics Environmental Monitoring of Spatio-Temporal Changes in Northern Istanbul using Remote Sensing and GIS %A Çiğdem Göksel , Ruusa Magano David , Ahmet Ozgur Dogru %T Environmental Monitoring of Spatio-Temporal Changes in Northern Istanbul using Remote Sensing and GIS %D 2018 %J International Journal of Environment and Geoinformatics %P -2148-9173 %V 5 %N 1 %R doi: 10.30897/ijegeo.410943 %U 10.30897/ijegeo.410943
ISNAD Göksel, Çiğdem , David, Ruusa Magano , Dogru, Ahmet Ozgur . "Environmental Monitoring of Spatio-Temporal Changes in Northern Istanbul using Remote Sensing and GIS". International Journal of Environment and Geoinformatics 5 / 1 (Nisan 2018): 94-103. http://dx.doi.org/10.30897/ijegeo.410943