Determination of Water Surface and Vegetation Change in Akkaya Reservoir Basin Using Remote Sensing Method

In the study, the temporal change analysis of Akkaya Reservoir in Niğde was made. The Reservoir was established in 1964. The change of reservoir between 1999, 2009 and 2019 was analyzed using remote sensing method. Satellite images used in the study belong to August (1999, 2009, 2019). MNDWI (Modified Normalized Difference Water Index) analysis was used. With the results of this analysis; the amount of water surfaces in the reservoir basin was calculated by years. After this analysis, NDVI (Normalized Difference Vegetation Index) analysis was used and land cover types were determined by CORINE. It has been determined that the water surface map of 2009 covers a larger area compared to other years. When only the area where the reservoir is located is evaluated by the polynomial equation (2nd degree), there may be a decrease of approximately 26% in the reservoir water surface area within 15 years. As a result of the study, it has been determined that Landsat satellite data can be used to determine the water surface amounts. If study in smaller areas will be done, use the lower resolution satellite images are suggested. In this study, MNDWI analysis was found more successful than NDVI analysis to find water surface area. Multi-band satellite images provide important qualitative information in evaluating the functions used in ecosystembased planning studies.

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Alaş A, Çil OŞ. 2002. Aksaray İline İçme Suyu Sağlayan Bazı Kaynaklarda Su Kalite Parametrelerinin İncelenmesi. Ekoloji Dergisi, 11(42): 40-44.

Anim DO, Kabo-Bah AT, Nkrumah PN, Murava RT. 2013. Evaluation of NDVI using SPOT-5 satellite data for northern Ghana. Environ Manage Sustainable Dev. 2:167–182.

Büyüksalih İ. 2016. Landsat Images Classification and Change Analysis of Land Cover/Use in Istanbul. International Journal of Environment and Geoinformatics, 3(2), 56-65.

CORINE. 2020 2020. https://corinecbs.tarimorman.gov.tr/corine (Accessed: 01.03.2020)

Çulha ST, Erdoğuş M. 2018. Investigations on Some Physicochemical Parameters of Demirköprü Dam Lake (Manisa, Turkey). Turkish Journal of Agriculture-Food Science and Technology, 6(9): 1267-1273.

Estoque RC, Murayama Y, Myint SW. 2017. Effects of landscape composition and pattern on land surface temperature: An urban heat island study in the megacities of Southeast Asia. Science of the Total Environment, 577: 349-359.

Gülci S, Gülci N, Yüksel K. 2019. Aslantaş Baraj Gölü ve Çevresinin Su Yüzey Alanı ve Arazi Örtüsü Değişiminin Landsat Uydu Görüntüleri Kullanılarak İzlenmesi. Iğdır Üniversitesi Fen Bilimleri Enstitüsü Dergisi, 9(1): 100-110.

Ji L, Zhang L, Wylie B. 2009. Analysis of dynamic thresholds for the normalized difference water index. Photogramm Eng Remote Sens. 75: 1307–1317.

Kaptan H, Özan ST. 2014. Eğirdir Gölü'nün (Isparta) suyunda, sedimentinde ve gölde yaşayan sazan'ın (Cyprinus carpio L., 1758) bazı doku ve organlarındaki ağır metal düzeylerinin belirlenmesi. Süleyman Demirel Üniversitesi Fen Edebiyat Fakültesi Fen Dergisi, 9(2): 44-60.

Küçükyılmaz M, Örnekçi GN, Uslu AA, Özbay N, Şeker T, Birici N, Yıldız N, Koçer MAT. 2014. Işıktepe Baraj Gölü (Maden, Elazığ) Kıyı Bölgesi Fizikokimyasal Su Kalitesi Üzerine İlk Bulgular, Yunus Araştırma Bülteni, 2: 55-63

Lira J. 2006. Segmentation and morphology of open water bodies from multispectral images. Int J Remote Sens. 27:4015–4038.

Mendoza GA, Martins H. 2006. Multi-criteria decision analysis in natural resource management: A critical review of methods and new modelling paradigms. Forest ecology and management, 230(1-3): 1-22.

Mutlu E, Aydın Uncumusaoğlu A. 2016. Physicochemical analysis of water quality of Brook Kuruçay. Turkish Journal of Agriculture-Food Science and Technology, 4(11): 991- 998.

Mutlu E, Kutlu B, Demir T. 2016. Assessment of Çinarli Stream (Hafik-Sivas)'S Water Quality via Physico-Chemical Methods, Turkish Journal of Agriculture-Food Science and Technology 4 (4): 267-278

Mutlu E, Emin Güzel A. 2019. Evaluation of Some Physicochemical Water Quality Parameters of Gümüşsuyu Pond (Sinop-Erfelek), Turkish Journal of Agriculture-Food Science and Technology 7(sp3): 72-77

Naiman RJ, Decamps H. 1997. The ecology of interfaces: riparian zones. Annual review of Ecology and Systematics, 28(1): 621-658.

Olgun R. 2018. Determination of Strategic Objectives and Development to Planning Strategies Open and Green Spaces of Niğde. Akdeniz University, Landscape Architecture Department Doctoral Thesis, Antalya, Turkey, 320 p.

Ouma YO, Tateishi R. 2006. A water index for rapid mapping of shoreline changes of five east african rift valley lakes: an empirical analysis using LANDSAT TM and ETM + DATA. Int J Remote Sens. 27: 3153–3181.

Rouse JW, Haas RH, Schell JA, Deering DW. 1973. Monitoring vegetation systems in the great plains with ERTS (Earth Resources Technology Satellite). In Proceedings of Third Earth Resources Technology Satellite Symposium, Greenbelt, Canada, 10–14 December; SP-351, pp 309–317.

Uncumusaoğlu AA, Mutlu C, Kayış İ. 2016. Determining the Sediment Quality of Yağlıdere Stream (Giresun). Turkish Journal of Agriculture-Food Science and Technology, 4(12): 1221-1227.

USGS. 2020. https://earthexplorer.usgs.gov. (Accessed: 11.01.2020)

Xu H. 2006. Modification of normalised difference water index (NDWI) to enhance open water features in remotely sensed imagery. Int J Remote Sens. 27: 3025–3033.

Xu H. 2007. Extraction of urban built-up land features from Landsat imagery using a thematic-oriented index combination technique. Photogramm Eng Remote Sens. 73: 1381.

Yıldız NE, Erzurumlu GS. 2020. Ecological Impact Assessment in Urban Development Areas: The Case of Niğde Orhan Batı and Tevfik Streets. Turkish Journal of Agriculture-Food Science and Technology, 8(2): 270-278.