Year 2024,
, 41 - 49, 30.06.2024
Semih Kale
,
Selçuk Berber
,
Deniz Acarlı
Project Number
ÇOMÜBAP-FBA 2020-3193
References
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- Alesheikh, A.A., Ghorbanali, A., Nouri, N. (2007). Coastline change detection using remote sensing. International Journal of En-vironmental Science & Technology 4: 61-66. https://doi.org/10.1007/BF03325962
- Arkoc, O., Özşahin, B. (2018). Assess-ment of coastline change of lakes of Gala Lake National Park (NW Turkey) with mul-ti-temporal satellite images. Kırklareli Uni-versity Journal of Engineerig Science 4(1): 12-29.
- Bayram, B., Seker, D.Z., Acar, U., Yuksel, Y., Guner, H.A.A., Cetin, I. (2013). An integrated approach to temporal monitor-ing of the shoreline and basin of Terkos Lake. Journal of Coastal Research 29(6): 1427-1435.
- Braud, D.H., Feng, W. (1998). Semiau-tomated construction of the Louisiana coast-line digital land/water boundary using Land-sat Thematic Mapper satellite imagery. Loui-siana Applied Oil Spill Research and Devel-opment Program, OSRAPD Technical Re-port Series, Report No 97-002.
- Dolan, R., Fenster, M.S., Holme, S.J. (1991). Temporal analysis of shoreline reces-sion and accretion. Journal of Coastal Re-search 7(3): 723-744.
- DSI. (2020). Ayvacık Barajı. [cited 10 May 2024]. Available from http://www2.dsi.gov.tr/baraj/detay.cfm?BarajID=295
- Duru, U. (2017). Shoreline change as-sessment using multi–temporal satellite im-ages: a case study of Lake Sapanca, NW Turkey. Environmental Monitoring and As-sessment 189: 385. https://doi.org/10.1007/s10661-017-6112-2
- Ejder, T., Kale, S., Acar, S., Hisar, O., Mutlu, F. (2016a). Effects of climate change on annual streamflow of Kocabaş Stream (Çanakkale, Turkey). Journal of Scientific Research and Reports 11(4): 1-11.
- Ejder, T., Kale, S., Acar, S., Hisar, O., Mutlu, F. (2016b). Restricted effects of cli-mate change on annual streamflow of Sarıçay stream (Çanakkale, Turkey). Marine Science and Technology Bulletin 5(1): 7-11.
- Erener, A., Shirzad, M.R. (2016). Remote sensing and GIS application on change de-tection in coastal zone of Amu Darya at Emam Sahep District of Kunduz in North of Afghanistan. Proceedings of the 36th Asian Conference of Remote Sensing. Philippines. pp. 377-384.
- Feyisa, G.L., Meilby, H., Fensholt, R., Proud, S.R. (2014). Automated water ex-traction index: A new technique for surface water mapping using Landsat imagery. Re-mote Sensing of Environment 140: 23-35. https://doi.org/10.1016/j.rse.2013.08.029
- Frazier, P.S., Page, K.J. (2000). Water body detection and delineation with Land-sat TM data. Photogrammetric Engineering Remote Sensing 66(12): 1461-1467.
- Gao, B.C. (1996) NDWI–A normalized difference water index for remote sensing of vegetation liquid water from space. Remote Sensing of Environment 58(3): 257-266. https://doi.org/10.1016/S0034-4257(96)00067-3
- Kale, M.M. (2018). Historical shoreline change assessment using DSAS: A case study of Lake Akşehir, SW Turkey. In: Doğan, A., Gönüllü, G. (Eds.), Current De-bates in Sustainable Architecture, urban De-sign & Environmental Studies. London: IJOPEC Publication. pp. 187-196.
- Kale, S., Acarlı, D. (2019a). Spatial and temporal change monitoring in water surface area of Atikhisar Reservoir (Çanakkale, Tur-key) by using remote sensing and geographic information system techniques. Alinteri Journal of Agriculture Science 34(1): 47-56. https://doi.org/10.28955/alinterizbd.574361
- Kale, S., Acarlı, D. (2019b). Shoreline change monitoring in Atikhisar Reservoir by using remote sensing and geographic infor-mation system (GIS). Fresenius Environmen-tal Bulletin 28(5): 4329-4339.
- Kale, S., Ejder, T., Hisar, O., Mutlu, F. (2016a). Effect of climate change on annual streamflow of Bakırçay River. Adıyaman University Journal of Science 6(2): 156-176.
- Kale, S., Ejder, T., Hisar, O., Mutlu, F. (2016b). Climate change impacts on stream-flow of Karamenderes River (Çanakkale, Turkey). Marine Science and Technology Bulletin 5(1-2): 1-6.
- Kale, S., Hisar, O., Sönmez, A.Y., Mutlu, F., Filho, W.L. (2018). An assessment of the effects of climate change on annual stream-flow in rivers in Western Turkey. Interna-tional Journal of Global Warming 15(2): 190-211. https://doi.org/10.1504/ijgw.2018.092901
- Kaya, İ. (2016). Temporal coastal erosion changes analysis using remote sensing in northern Terkos Lake. [master’s thesis]. [İs-tanbul (TR)]: Boğaziçi University.
- Kesikoglu, M.H., Cicekli, S.Y., Kaynak, T., Ozkan, C. (2017). The determination of coastline changes using artificial neural net-works in Yamula Dam Lake, Turkey. Pro-ceedings of the 8th International Conference on Information Technology. Jordan. pp. 737-740.
- Mahapatra, M., Ratheesh, S., Rajawat, A.S. (2013). Shoreline change monitoring along the south Gujarat coast using remote sensing and GIS techniques. International Journal of Geology, Earth & Environmental Sciences 3(2): 115-120.
- McFeeters, S.K. (1996). The use of the normalized difference water index (NDWI) in the delineation of open water features. International Journal of Remote Sensing 17(7): 1425-1432. https://doi.org/10.1080/01431169608948714
- Scott, D.B. (2005). Coastal changes, rap-id. In: Schwartz, M.L. (Ed.), Encyclopedia of Coastal Science. Springer. pp. 253-255.
- Sener, E., Davraz, A., Sener, S. (2010). Investigation of Aksehir and Eber Lakes (SW Turkey) coastline change with mul-titemporal satellite images. Water Resources Management 24(4): 727-745. https://doi.org/10.1007/s11269-009-9467-5
- Shen, L., Li, C. (2010). Water body ex-traction from Landsat ETM+ imagery using adaboost algorithm. Proceedings of 18th International Conference on Geoinformatics. China. pp. 1-4. https://doi.org/10.1109/GEOINFORMATICS.2010.5567762
- Temiz, F., Durduran, S.S. (2016). Moni-toring coastline change using remote sensing and GIS technology: A case study of Acıgöl Lake, Turkey. IOP Conference Series: Earth and Environmental Science 44(4): 042033. https://doi.org/10.1088/1755-1315/44/4/042033
- Thom, B.G., Cowell, P.J. (2005). Coastal changes, gradual. In: Schwartz, M.L. (Ed.),. Encyclopedia of Coastal Science. Springer. pp. 251-253.
- Xu, H. (2006). Modification of normal-ised difference water index (NDWI) to en-hance open water features in remotely sensed imagery. International Journal of Remote Sensing 27(14): 3025-3033. https://doi.org/10.1080/01431160600589179
- Yıldırım, Ü., Erdoğan, S., Uysal, M. (2011). Changes in the coastline and water level of the Akşehir and Eber Lakes between 1975 and 2009. Water Resources Manage-ment 25(3): 941-962. https://doi.org/10.1007/s11269-010-9735-4
Evaluating Shoreline Changes at Ayvacık Reservoir (Çanakkale, Türkiye) Through Remote Sensing and Geographic Information System Techniques: A Twelve-Year Assessment
Year 2024,
, 41 - 49, 30.06.2024
Semih Kale
,
Selçuk Berber
,
Deniz Acarlı
Abstract
This study aims to determine the spatial and temporal changes occurring along the shoreline of the Ayvacık Reservoir in Çanakkale, Türkiye. Landsat 8 OLI/TIRS and Landsat 7 ETM+ satellite images were analyzed using remote sensing and geographic information system techniques. The dataset used in the study covers the period between the completion of the dam construction in 2008 and 2019. Preprocessing of the remote sensing satellite images and digital image processing analyses were carried out using ENVI and ArcGIS software. The shoreline was determined through manual digitization. Consequently, it was found that the shoreline length was 14.994 km in 2008 and increased to 22.293 km in 2019. These values represent the observed minimum and maximum shoreline lengths, respectively. The study period revealed an increase in shoreline length. Given that this study is the first to elucidate shoreline changes occurring at the Ayvacık Reservoir, it is anticipated to provide essential insights for water resource managers by contributing significantly to the literature.
Ethical Statement
Ethics committee approval is not required.
Supporting Institution
Çanakkale Onsekiz Mart University the Scientific Research Coordination Unit
Project Number
ÇOMÜBAP-FBA 2020-3193
Thanks
The authors are thankful to Çanakkale Onsekiz Mart University the Scientific Research Coordination Unit for their financial support.
References
- Aedla, R., Dwarakish, G.S., Venkat Reddy, D. (2015). Automatic shoreline de-tection and change detection analysis of Netravati-Gurpur rivermouth using histo-gram equalization and adaptive thresholding techniques. Aquatic Procedia 4: 563-570. https://doi.org/10.1016/j.aqpro.2015.02.073
- Alesheikh, A.A., Ghorbanali, A., Nouri, N. (2007). Coastline change detection using remote sensing. International Journal of En-vironmental Science & Technology 4: 61-66. https://doi.org/10.1007/BF03325962
- Arkoc, O., Özşahin, B. (2018). Assess-ment of coastline change of lakes of Gala Lake National Park (NW Turkey) with mul-ti-temporal satellite images. Kırklareli Uni-versity Journal of Engineerig Science 4(1): 12-29.
- Bayram, B., Seker, D.Z., Acar, U., Yuksel, Y., Guner, H.A.A., Cetin, I. (2013). An integrated approach to temporal monitor-ing of the shoreline and basin of Terkos Lake. Journal of Coastal Research 29(6): 1427-1435.
- Braud, D.H., Feng, W. (1998). Semiau-tomated construction of the Louisiana coast-line digital land/water boundary using Land-sat Thematic Mapper satellite imagery. Loui-siana Applied Oil Spill Research and Devel-opment Program, OSRAPD Technical Re-port Series, Report No 97-002.
- Dolan, R., Fenster, M.S., Holme, S.J. (1991). Temporal analysis of shoreline reces-sion and accretion. Journal of Coastal Re-search 7(3): 723-744.
- DSI. (2020). Ayvacık Barajı. [cited 10 May 2024]. Available from http://www2.dsi.gov.tr/baraj/detay.cfm?BarajID=295
- Duru, U. (2017). Shoreline change as-sessment using multi–temporal satellite im-ages: a case study of Lake Sapanca, NW Turkey. Environmental Monitoring and As-sessment 189: 385. https://doi.org/10.1007/s10661-017-6112-2
- Ejder, T., Kale, S., Acar, S., Hisar, O., Mutlu, F. (2016a). Effects of climate change on annual streamflow of Kocabaş Stream (Çanakkale, Turkey). Journal of Scientific Research and Reports 11(4): 1-11.
- Ejder, T., Kale, S., Acar, S., Hisar, O., Mutlu, F. (2016b). Restricted effects of cli-mate change on annual streamflow of Sarıçay stream (Çanakkale, Turkey). Marine Science and Technology Bulletin 5(1): 7-11.
- Erener, A., Shirzad, M.R. (2016). Remote sensing and GIS application on change de-tection in coastal zone of Amu Darya at Emam Sahep District of Kunduz in North of Afghanistan. Proceedings of the 36th Asian Conference of Remote Sensing. Philippines. pp. 377-384.
- Feyisa, G.L., Meilby, H., Fensholt, R., Proud, S.R. (2014). Automated water ex-traction index: A new technique for surface water mapping using Landsat imagery. Re-mote Sensing of Environment 140: 23-35. https://doi.org/10.1016/j.rse.2013.08.029
- Frazier, P.S., Page, K.J. (2000). Water body detection and delineation with Land-sat TM data. Photogrammetric Engineering Remote Sensing 66(12): 1461-1467.
- Gao, B.C. (1996) NDWI–A normalized difference water index for remote sensing of vegetation liquid water from space. Remote Sensing of Environment 58(3): 257-266. https://doi.org/10.1016/S0034-4257(96)00067-3
- Kale, M.M. (2018). Historical shoreline change assessment using DSAS: A case study of Lake Akşehir, SW Turkey. In: Doğan, A., Gönüllü, G. (Eds.), Current De-bates in Sustainable Architecture, urban De-sign & Environmental Studies. London: IJOPEC Publication. pp. 187-196.
- Kale, S., Acarlı, D. (2019a). Spatial and temporal change monitoring in water surface area of Atikhisar Reservoir (Çanakkale, Tur-key) by using remote sensing and geographic information system techniques. Alinteri Journal of Agriculture Science 34(1): 47-56. https://doi.org/10.28955/alinterizbd.574361
- Kale, S., Acarlı, D. (2019b). Shoreline change monitoring in Atikhisar Reservoir by using remote sensing and geographic infor-mation system (GIS). Fresenius Environmen-tal Bulletin 28(5): 4329-4339.
- Kale, S., Ejder, T., Hisar, O., Mutlu, F. (2016a). Effect of climate change on annual streamflow of Bakırçay River. Adıyaman University Journal of Science 6(2): 156-176.
- Kale, S., Ejder, T., Hisar, O., Mutlu, F. (2016b). Climate change impacts on stream-flow of Karamenderes River (Çanakkale, Turkey). Marine Science and Technology Bulletin 5(1-2): 1-6.
- Kale, S., Hisar, O., Sönmez, A.Y., Mutlu, F., Filho, W.L. (2018). An assessment of the effects of climate change on annual stream-flow in rivers in Western Turkey. Interna-tional Journal of Global Warming 15(2): 190-211. https://doi.org/10.1504/ijgw.2018.092901
- Kaya, İ. (2016). Temporal coastal erosion changes analysis using remote sensing in northern Terkos Lake. [master’s thesis]. [İs-tanbul (TR)]: Boğaziçi University.
- Kesikoglu, M.H., Cicekli, S.Y., Kaynak, T., Ozkan, C. (2017). The determination of coastline changes using artificial neural net-works in Yamula Dam Lake, Turkey. Pro-ceedings of the 8th International Conference on Information Technology. Jordan. pp. 737-740.
- Mahapatra, M., Ratheesh, S., Rajawat, A.S. (2013). Shoreline change monitoring along the south Gujarat coast using remote sensing and GIS techniques. International Journal of Geology, Earth & Environmental Sciences 3(2): 115-120.
- McFeeters, S.K. (1996). The use of the normalized difference water index (NDWI) in the delineation of open water features. International Journal of Remote Sensing 17(7): 1425-1432. https://doi.org/10.1080/01431169608948714
- Scott, D.B. (2005). Coastal changes, rap-id. In: Schwartz, M.L. (Ed.), Encyclopedia of Coastal Science. Springer. pp. 253-255.
- Sener, E., Davraz, A., Sener, S. (2010). Investigation of Aksehir and Eber Lakes (SW Turkey) coastline change with mul-titemporal satellite images. Water Resources Management 24(4): 727-745. https://doi.org/10.1007/s11269-009-9467-5
- Shen, L., Li, C. (2010). Water body ex-traction from Landsat ETM+ imagery using adaboost algorithm. Proceedings of 18th International Conference on Geoinformatics. China. pp. 1-4. https://doi.org/10.1109/GEOINFORMATICS.2010.5567762
- Temiz, F., Durduran, S.S. (2016). Moni-toring coastline change using remote sensing and GIS technology: A case study of Acıgöl Lake, Turkey. IOP Conference Series: Earth and Environmental Science 44(4): 042033. https://doi.org/10.1088/1755-1315/44/4/042033
- Thom, B.G., Cowell, P.J. (2005). Coastal changes, gradual. In: Schwartz, M.L. (Ed.),. Encyclopedia of Coastal Science. Springer. pp. 251-253.
- Xu, H. (2006). Modification of normal-ised difference water index (NDWI) to en-hance open water features in remotely sensed imagery. International Journal of Remote Sensing 27(14): 3025-3033. https://doi.org/10.1080/01431160600589179
- Yıldırım, Ü., Erdoğan, S., Uysal, M. (2011). Changes in the coastline and water level of the Akşehir and Eber Lakes between 1975 and 2009. Water Resources Manage-ment 25(3): 941-962. https://doi.org/10.1007/s11269-010-9735-4