Abstract
This study was performed along the shorelines of Lake Salda in Turkey during the elapsed period from 1975 to 2019 in order to detect shoreline changes. Within this framework, geographic information system, digital shoreline analysis system, Modified Normalized Difference Water Index, and multi-temporal satellite images were utilized. The measurement of shoreline displacement was mainly divided into six analysis regions. In digital shoreline analysis system, several statistical parameters such as end point rate, linear regression rate, shoreline change envelope, and net shoreline movement were computed to measure the rates of shoreline displacement in terms of erosion and accretion. The maximum shoreline change between 1975 and 2019 was determined as 556.45 m by shoreline change envelope parameter. The maximum shoreline change was 16.35 m/year by end point rate parameter and 12.91 m/year by linear regression rate parameter. While erosion has been observed in 3rd, 4th and 6th segments, accretion has been observed in other segments. When all the transects were taken into consideration, an accretion observed. The results indicate that there is a decrease in area of the lake. Experiment results show that integrated use of multi-temporal satellite images and statistical parameters are very effective and useful for shoreline change analysis. It is thought that the structures such as irrigation pond and dam that are built on the streams that recharge the lake and average rainfall and average temperature conditions are the main reasons of the fluctuations and changes in the shorelines.
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References
Ahammed KB, Pandey AC (2019) Shoreline morphology changes along the eastern coast of India, Andhra Pradesh by using geospatial technology. J Coast Conserv 23(2):331–353
Amrouni O, Hzami A, Heggy E (2019) Photogrammetric assessment of shoreline retreat in North Africa: anthropogenic and natural drivers. ISPRS J Photogramm Remote Sens 157:73–92
Armenio E, De Serio F, Mossa M, Petrillo AF (2019) Coastline evolution based on statistical analysis and modeling. Nat Hazards Earth Syst Sci 19(9)
Asokan A, Anitha J (2019) Change detection techniques for remote sensing applications: a survey. Earth Sci Inf 12(2):143–160
Ataol M, Kale MM, Tekkanat IS (2019) Assessment of the changes in shoreline using digital shoreline analysis system: a case study of Kızılırmak Delta in northern Turkey from 1951 to 2017. Environ Earth Sci 78(19):579
Bacino GL, Dragani WC, Codignotto JO, Pescio AE, Farenga MO (2020) Shoreline change rates along Samborombón Bay, Río de la Plata estuary, Argentina. Estuar Coast Shelf Sci 106659
Baral R, Pradhan S, Samal RN, Mishra SK (2018) Shoreline change analysis at Chilika lagoon coast, India using digital shoreline analysis system. Journal of the Indian Society of Remote Sensing 46(10):1637–1644
Bouchahma M, Yan W (2012) Automatic measurement of shoreline change on Djerba Island of Tunisia. Computer and Information Science 5(5):17
Bouchahma M, Yan W (2014) Monitoring shoreline change on Djerba Island using GIS and multi-temporal satellite data. Arab J Geosci 7(9):3705–3713
Braithwaite CJR, Zedef V (1996) Hydromagnesite stromatolites and sediments in an alkaline lake, Salda Golu, Turkey. J Sediment Res 66(5):991–1002
Brönmark C, Hansson LA (2002) Environmental issues in lakes and ponds: current state and perspectives. Environ Conserv 29(3):290–307
Burningham H, French J (2017) Understanding coastal change using shoreline trend analysis supported by cluster-based segmentation. Geomorphology 282:131–149
Carpenter SR, Stanley EH, Vander Zanden MJ (2011) State of the world's freshwater ecosystems: physical, chemical, and biological changes. Annu Rev Environ Resour 36:75–99
Chen L, Jin Z, Michishita R, Cai J, Yue T, Chen B, Xu B (2014) Dynamic monitoring of wetland cover changes using time-series remote sensing imagery. Ecological Informatics 24:17–26
Choung YJ, Jo MH (2016) Shoreline change assessment for various types of coasts using multi-temporal Landsat imagery of the east coast of South Korea. Remote Sensing Letters 7(1):91–100
Ciritci D, Turk T (2019) Automatic detection of shoreline change by geographical information system (GIS) and remote sensing in the Göksu Delta, Turkey. Journal of the Indian Society of Remote Sensing 47(2):233–243
Çaldırak H, Kurtuluş B (2018) Evidence of possible recharge zones for Lake Salda (Turkey). Journal of the Indian Society of Remote Sensing 46(9):1353–1364
Danladi IB, Akçer-Ön S (2018) Solar forcing and climate variability during the past millennium as recorded in a high altitude Lake: lake Salda (SW Anatolia). Quat Int 486:185–198
Davraz A, Varol S, Sener E, Sener S, Aksever F, Kırkan B, Tokgözlü A (2019) Assessment of water quality and hydrogeochemical processes of Salda alkaline lake (Burdur, Turkey). Environ Monit Assess 191(11):701
Dörnhöfer K, Oppelt N (2016) Remote sensing for lake research and monitoring–recent advances. Ecol Indic 64:105–122
Dudgeon D, Arthington AH, Gessner MO, Kawabata ZI, Knowler DJ, Lévêque C et al (2006) Freshwater biodiversity: importance, threats, status and conservation challenges. Biol Rev 81(2):163–182
Duru U (2017) Shoreline change assessment using multi-temporal satellite images: a case study of Lake Sapanca, NW Turkey. Environ Monit Assess 189(8):385
Edwards HG, Villar SEJ, Jehlicka J, Munshi T (2005) FT–Raman spectroscopic study of calcium-rich and magnesium-rich carbonate minerals. Spectrochim Acta A Mol Biomol Spectrosc 61(10):2273–2280
Egghe L, Leydesdorff L (2009) The relation between Pearson's correlation coefficient r and Salton's cosine measure. J Am Soc Inf Sci Technol 60(5):1027–1036
Esmail M, Mahmod WE, Fath H (2019) Assessment and prediction of shoreline change using multi-temporal satellite images and statistics: case study of Damietta coast, Egypt. Appl Ocean Res 82:274–282
Goumehei E, Tolpekin V, Stein A, Yan W (2019) Surface water body detection in polarimetric SAR data using contextual complex Wishart classification. Water Resour Res 55(8):7047–7059
Helvaci C, Mordogan H, Çolak M, Gündogan I (2004) Presence and distribution of lithium in borate deposits and some recent lake waters of west-Central Turkey. Int Geol Rev 46(2):177–190
Joevivek V, Saravanan S, Chandrasekar N (2019) Assessing the shoreline trend changes in southern tip of India. J Coast Conserv 23(2):283–292
Jonah FE, Boateng I, Osman A, Shimba MJ, Mensah EA, Adu-Boahen K, Chuku EO, Effah E (2016) Shoreline change analysis using end point rate and net shoreline movement statistics: an application to Elmina, Cape Coast and Moree section of Ghana’s coast. Reg Stud Mar Sci 7:19–31
Kaiser J, Ön B, Arz HW, Akçer-Ön S (2016) Sedimentary lipid biomarkers in the magnesium rich and highly alkaline Lake Salda (South-Western Anatolia). J Limnol 75(3)
Kale MM, Ataol M, Tekkanat IS (2019) Assessment of shoreline alterations using a digital shoreline analysis system: a case study of changes in the Yeşilırmak Delta in northern Turkey from 1953 to 2017. Environ Monit Assess 191(6):398
Kazanci N, Girgin S, Dügel M (2004) On the limnology of Salda Lake, a large and deep soda lake in southwestern Turkey: future management proposals. Aquat Conserv Mar Freshwat Ecosyst 14(2):151–162
Kermani S, Boutiba M, Guendouz M, Guettouche MS, Khelfani D (2016) Detection and analysis of shoreline changes using geospatial tools and automatic computation: case of jijelian sandy coast (East Algeria). Ocean & Coastal Management 132:46–58
Kesici E (2018) Sustainability of Salda Lake protected areas. Voice of Nature 1:3–11 (In Turkish)
Lin Y, Zheng M, Ye C (2017) Hydromagnesite precipitation in the alkaline Lake Dujiali, Central Qinghai-Tibetan plateau: constraints on hydromagnesite precipitation from hydrochemistry and stable isotopes. Appl Geochem 78:139–148
Liu T, Yang X (2015) Monitoring land changes in an urban area using satellite imagery, GIS and landscape metrics. Appl Geogr 56:42–54
Louati M, Saïdi H, Zargouni F (2015) Shoreline change assessment using remote sensing and GIS techniques: a case study of the Medjerda delta coast, Tunisia. Arab J Geosci 8(6):4239–4255
Mishra VN, Prasad R, Rai PK, Vishwakarma AK, Arora A (2019) Performance evaluation of textural features in improving land use/land cover classification accuracy of heterogeneous landscape using multi-sensor remote sensing data. Earth Sci Inf 12(1):71–86
Mitra SS, Mitra D, Santra A (2017) Performance testing of selected automated coastline detection techniques applied on multispectral satellite imageries. Earth Sci Inf 10(3):321–330
Mohsen A, Elshemy M, Zeidan BA (2018) Change detection for Lake Burullus, Egypt using remote sensing and GIS approaches. Environ Sci Pollut Res 25(31):30763–30771
Moss B (2012) Cogs in the endless machine: lakes, climate change and nutrient cycles: a review. Sci Total Environ 434:130–142
Mullick MRA, Islam KA, Tanim AH (2019) Shoreline change assessment using geospatial tools: a study on the Ganges deltaic coast of Bangladesh. Earth Sci Inf 1–18
Nassar K, Mahmod WE, Fath H, Masria A, Nadaoka K, Negm A (2019) Shoreline change detection using DSAS technique: case of North Sinai coast, Egypt. Marine Georesources & Geotechnology 37(1):81–95
Orimoloye IR, Mazinyo SP, Kalumba AM, Nel W, Adigun AI, Ololade OO (2019) Wetland shift monitoring using remote sensing and GIS techniques: landscape dynamics and its implications on Isimangaliso Wetland Park, South Africa. Earth Sci Inf 12(4):553–563
Oyedotun TDT, Ruiz-Luna A, Navarro-Hernández AG (2018) Contemporary shoreline changes and consequences at a tropical coastal domain. Geology, Ecology, and Landscapes 2(2):104–114
Ozturk D, Sesli FA (2015) Shoreline change analysis of the Kizilirmak lagoon series. Ocean & Coastal Management 118:290–308
Raj N, Gurugnanam B, Sudhakar V, Francis PG (2019) Estuarine shoreline change analysis along the Ennore river mouth, south east coast of India, using digital shoreline analysis system. Geodesy and Geodynamics 10(3):205–212
Rezaee M, Golshani A, Mousavizadegan H (2019) A new methodology to analysis and predict shoreline changes due to human interventions (case study: Javad Al-Aemmeh port, Iran). International Journal of Maritime Technology 12:9–23
Rokni K, Ahmad A, Solaimani K, Hazini S (2015) A new approach for surface water change detection: integration of pixel level image fusion and image classification techniques. Int J Appl Earth Obs Geoinf 34:226–234
Roy S, Mahapatra M, Chakraborty A (2018) Shoreline change detection along the coast of Odisha, India using digital shoreline analysis system. Spat Inf Res 26(5):563–571
Ruiz-Beltran AP, Astorga-Moar A, Salles P, Appendini CM (2019) Short-term shoreline trend detection patterns using SPOT-5 image fusion in the northwest of Yucatan, Mexico. Estuar Coasts 42:1761–1773
Russell MJ, Ingham JK, Zedef V, Maktav D, Sunar F, Hall AJ, Fallick AE (1999) Search for signs of ancient life on Mars: expectations from hydromagnesite microbialites, Salda Lake, Turkey. J Geol Soc 156(5):869–888
Sarp G, Ozcelik M (2017) Water body extraction and change detection using time series: a case study of Lake Burdur, Turkey. Journal of Taibah University for Science 11(3):381–391
Sener E, Davraz A, Sener S (2010) Investigation of Aksehir and Eber Lakes (SW Turkey) coastline change with multitemporal satellite images. Water Resour Manag 24(4):727–745
Sewnet A, Abebe G (2018) Land use and land cover change and implication to watershed degradation by using GIS and remote sensing in the Koga watershed, North Western Ethiopia. Earth Sci Inf 11(1):99–108
Singh KV, Setia R, Sahoo S, Prasad A, Pateriya B (2015) Evaluation of NDWI and MNDWI for assessment of waterlogging by integrating digital elevation model and groundwater level. Geocarto International 30(6):650–661
Song C, Huang B, Ke L, Richards KS (2014) Remote sensing of alpine lake water environment changes on the Tibetan plateau and surroundings: a review. ISPRS J Photogramm Remote Sens 92:26–37
Sunder S, Ramsankaran RAAJ, Ramakrishnan B (2017) Inter-comparison of remote sensing sensing-based shoreline mapping techniques at different coastal stretches of India. Environ Monit Assess 189(6):290
Thieler ER, Himmelstoss EA, Zichichi JL, Ergul A (2009) Digital Shoreline Analysis System (DSAS) version 4.0-an ArcGIS extension for calculating shoreline change: U.S. Geological Survey Open-File Report 2008–1278
Valderrama-Landeros L, y Correa MB, Flores-Verdugo F, Álvarez-Sánchez LF, Flores-de-Santiago F (2020) Spatiotemporal shoreline dynamics of Marismas Nacionales, Pacific coast of Mexico, based on a remote sensing and GIS mapping approach. Environ Monit Assess 192(2):1–12
Varol S, Davraz A, Sener S, Sener E, Aksever F, Kırkan B, Tokgözlü A (2018) Application of a conceptual water budget model for Salda Lake, (Burdur/Turkey). Journal of Engineering Sciences 6(1):29–37
Xu H (2006) Modification of normalised difference water index (NDWI) to enhance open water features in remotely sensed imagery. Int J Remote Sens 27(14):3025–3033
Xu H, Deng Y (2017) Dependent evidence combination based on shearman coefficient and Pearson coefficient. IEEE Access 6:11634–11640
Zedef V, Russell MJ, Fallick AE, Hall AJ (2000) Genesis of vein stockwork and sedimentary magnesite and hydromagnesite deposits in the ultramafic terranes of southwestern Turkey: a stable isotope study. Econ Geol 95(2):429–445
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The authors thank to General Directorate of State Hydraulic Works, Turkish State Meteorological Service.
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Dereli, M.A., Tercan, E. Assessment of Shoreline Changes using Historical Satellite Images and Geospatial Analysis along the Lake Salda in Turkey. Earth Sci Inform 13, 709–718 (2020). https://doi.org/10.1007/s12145-020-00460-x
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DOI: https://doi.org/10.1007/s12145-020-00460-x