Abstract
Ağrı ice cap is the biggest glacier in Turkey, but there are only a few published studies on Ağrı glacier. Many of them are focused on the spatial changes of the glacier detected by temporal data. In addition to the spatiotemporal changes of glacier, the main contribution of this study is to investigate the relation between Glacier Surface Temperature Anomalies (GSTA) and glacier retreat. The study was conducted in two steps by using Landsat TM 4–5 and Landsat 8 Oli satellite data. In the first step, the glacier boundaries were delineated with both band ratio technique and Normalize Difference Snow Index for each year and the spatiotemporal analysis is performed. In the second step, GSTA were calculated by using thermal infrared bands, and the areas with high anomalies were compared with the melting areas in the sequential years. According to results, a loss of 39% of glacier in the period of 28 years was determined. Furthermore, the relationship between GSTA and melting areas was exposed in both short- and long-term analysis. Hence, GSTA should be in consideration as a vital specification in the prediction of melting zones studies.
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References
Andreassen, L. M., Paul, F., Kääb, A., & Hausberg, J. E. (1930s). Landsat-derived glacier inventory for Jotunheimen, Norway and deduced glacier changes since the 1930s. The Cryosphere, 2(2), 131–145. https://doi.org/10.5194/tc-2-131-2008.
Artis, D. A., & Carnahan, W. H. (1982). Survey of emissivity variability in thermography of urban areas. Remote Sensing of Environment, 12(4), 313–329. https://doi.org/10.1016/0034-4257(82)90043-8.
Bayr, K. J., Hall, D. K., & Kovalick, W. M. (1994). Observations on glaciers in the eastern Austrian Alps using satellite data. International Journal of Remote Sensing, 15(9), 1733–1742. https://doi.org/10.1080/01431169408954205.
Caselles, V., Coll, C., Valor, E., & Rubio, E. (1995). Mapping land surface emissivity using AVHRR data: Application to La Mancha, Spain. Remote Sensing Reviews, 12, 311–3330. https://doi.org/10.1080/02757259509532289.
Gao, J., & Liu, Y. (2001). Applications of remote sensing, GIS and GPS in glaciology: a review. Progress in Physical Geography, 25(4), 520–540. https://doi.org/10.1177/030913330102500404.
Imhof, E. (1956). The ararat. Die Alpen, 32(1), 1–14. (in German).
Kaser, G., Fountain, A., & Jansson, P. (2003). A manual for monitoring the mass balance of mountain glaciers (p. 137). Paris: Unesco.
Khromova, T., Nosenko, G., Muraviev, A., Nikitin, S., Chernova, L., Zverkova, N. (2016). Mountain area glaciers of Russia in the 20th and the beginning of the 21st centuries. In: Shroder J, Greenwood G (eds.). Mountain ice and water: investigations of the hydrologic cycle in alpine environments, 1st edn. Developments in Earth Surface Processes, (Vol. 21, pp. 47–129), Elsevier: Amsterdam
Kruse, F. A., (2004). Comparison of ATREM, ACORN, and FLAASH Atmospheric Corrections using Low-Altitude AVIRIS Data of Boulder, Colorado. In proceedings 13th JPL Airborne Geoscience Workshop, 31 March 2 April, Pasedena, USA
Kurte, r A., Sungur, K., (1980). Present glaciation in Turkey. International Association of Hydrological Sciences, 126, 155–160.
Kurter, A. J. (1991). Glaciers of Turkey. Satellite Image Atlas of Glaciers of the World, US Geological Survey, Professional Paper, 1–30
Lillesand, M. T., Kiefer, W. R., & Chipman, J. W. (2004). Remote sensing and image interpretation. 5. Press, John Wiley and Sons, Inc., New York.
Liu, T., Kinouchi, T., & Ledezma, F. (2013). Characterization of recent glacier decline in the Cordillera Real by LANDSAT, ALOS, and ASTER data. Remote Sensing of Environment, 137, 158–172. https://doi.org/10.1016/j.rse.2013.06.010.
Ostrem, G., & Brugman, M. (1991). Glacier-mass balance measurements: a manual for field and office work; National Hydrology Research Institute: NHRI Science Report. Sask: Saskatoon.
Paul, F. (2000). Evaluation of different methods for glacier mapping using landsat TM. Workshop on Land Ice and Snow, Dresden/FRG, 16, 17.
Paul, F., Huggel, C., Kääb, A., Kellenberger, T., & Maisch, M. (2002). Comparison of TM-derived glacier areas with higher resolution data sets. EARSeL Workshop on remote sensing of land ice and snow, Bern, 11(13), 3.
Qin, Z., Karnieli, A., & Berliner, P. (2001). A mono-window algorithm for retrieving land surface temperature from Landsat TM data and its application to the Israel-Egypt border region. International Journal of Remote Sensing, 22(18), 3719–3746. https://doi.org/10.1080/01431160010006971.
Racoviteanu, A. E., Williams, M. W., & Barry, R. G. (2008). Optical remote sensing of glacier characteristics: a review with focus on the Himalaya. Sensors, 8(5), 3355–3383. https://doi.org/10.3390/s8053355.
Rees, G. W. (2006). Remote sensing of snow and ice. Boca Raton: CRC Press Taylor and Francis Group.
Rees, G. W. (Ed.) (2009). Remote sensing of glaciers: techniques for topographic, spatial and thematic mapping of glaciers: Taylor and Francis.
Sarıkaya, M. A. (2012). Recession of the ice cap on Mount Ağrı (Ararat), Turkey, from 1976 to 2011 and its climatic significance. Journal of Asian Earth Sciences, 46, 190–194. https://doi.org/10.1016/j.jseaes.2011.12.009.
Tangborn, W. V., Krimmel, R. M., & Meier, M. F. (1975). A comparison of glacier mass balance by glaciological, hydrological and mapping methods, South Cascade Glacier, Washington. International Association of Hydrological Sciences Publication, 104, 185–196.
Ugur, M. A., Polat, N. (2016). An Investigation of the Relationship between Land Surface Temperature (LST) and Land Use/Cover in Sanliurfa Province, Turkey. Selcuk International Scientific Conference on Applied Sciences, Antalya.
Wan, Z., & Zhang, T. (1999). MODIS UCSB Emissivity Library. https://www.icess.ucsb.edu/modis/EMIS/html/em.html
Warner, T. A., Nellis, M. D., & Foody, G. M. (2009). The Sage Handbook of Remote Sensing: SAGE Publications Ltd., London.
Weng, Q., Lu, D., & Schubring, J. (2004). Estimation of land surface temperature–vegetation abundance relationship for urban heat island studies. Remote sensing of Environment, 89(4), 467–483. https://doi.org/10.1016/j.rse.2003.11.005.
Yalcin, M., Ugur, M. A., Polat, N., & Dereli, M. A. (2017). GIS-Based temporal analysis of glacier changes on agri mountain using landsat data. In 17th International Multidisciplinary Scientific GeoConference SGEM 2017, Albena, Bulgaria, 17 (23), ISSN: 1314–2704.
Yavasli, D. D., Tucker, C. J., & Melocik, K. A. (2015). Change in the glacier extent in Turkey during the Landsat Era. Remote Sensing of Environment, 163, 32–41. https://doi.org/10.1016/j.rse.2015.03.002.
Zhang, J., Wang, Y., & Li, Y. (2006). A C++ program for retrieving land surface temperature from the data of Landsat TM/ETM+ band 6. Computers and Geosciences, 32(10), 1796–1805. https://doi.org/10.1016/j.cageo.2006.05.001.
Zhou, Y., Li, Z., & Li, J. I. A. (1970s). Slight glacier mass loss in the Karakoram region during the 1970s to 2000 revealed by KH-9 images and SRTM DEM. Journal of Glaciology, 63(238), 331–342. https://doi.org/10.1017/jog.2016.142.
Acknowledgments
This study has been supported by Afyon Kocatepe University Scientific Research Projects Coordination Department with the Project No. of 16. KARIYER.170.
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Yalcin, M., Polat, N. The Impact of Glacier Surface Temperature on the Glacier Retreat of Ağrı Mountain. J Indian Soc Remote Sens 48, 1433–1441 (2020). https://doi.org/10.1007/s12524-020-01167-8
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DOI: https://doi.org/10.1007/s12524-020-01167-8