Faculty of Geoengineering, Mining and Geology, Wrocław University of Science and Technology, Wrocław, Poland
Submission date: 2024-12-22
Final revision date: 2025-07-15
Acceptance date: 2025-08-13
Online publication date: 2025-09-12
Publication date: 2025-09-12
Corresponding author
Paulina Modlińska
Faculty of Geoengineering, Mining and Geology, Wrocław University of Science and Technology, Wybrzeże Stanisława Wyspiańskiego 27, 50-370, Wrocław, Poland
Civil and Environmental Engineering Reports 2025;35(4):38-60
This study investigates the long-term dynamics of glacier fronts in the Hornsund Fjord (Svalbard) over a 30-year period (1992–2023), utilizing multispectral Landsat satellite imagery in conjunction with advanced GIS-based methods. While numerous studies have examined glacial retreat using photogrammetry or field measurements, this research addresses a semi-automated approach that integrates raster segmentation and supervised classification for precise front delineation and the calculation two types of indicators of curvature of glacial front (CfD and CfE).A distinguishing feature of this study is the comprehensive temporal coverage and standardized, reproducible method for analyzing glacier front positions. This facilitates interannual comparisons and supports the classification of glacier behavior into dynamic phases. The analysis reveals substantial interglacial variability, with average annual retreat rates ranging from 12 m/year (Körberbreen) to over 79 m/year (Storbreen), emphasizing the heterogeneous response of tidewater glaciers to climatic and environmental forcing. The proposed methodology demonstrates potential for extending glaciological monitoring in remote regions and for enhancing the understanding of glacier–climate interactions.
REFERENCES(49)
1.
Zemp, M, et al. 2019. Global glacier mass changes and their contributions to sea-level rise from 1961 to 2016. Nature 568, 382–386.
Niewiadomski, J 1982. Report on the activities of the research expedition of the Polish Academy of Sciences to Spitsbergen 1980/1981. Polish Polar Research 3, 123-127.
Andreassen, LM, Elvehøy, H and Kjøllmoen, B 2002. Using aerial photography to study glacier changes in Norway. Annals of Glaciology 34, 343–348. doi:10.3189/172756402781817626.
Gao, J and Liu, Y 2001. Applications of remote sensing, GIS and GPS in glaciology: a review. Progress in Physical Geography 25, 520 - 540. Accessed: 15.07.2025r. https://api.semanticscholar.or...
Cielos, RR, et al. 2016. Geomatic methods applied to the study of the front position changes of Johnsons and Hurd Glaciers, Livingston Island, Antarctica, between 1957 and 2013. Earth System Science Data 8(2), 341–353. https://doi.org/10.5194/essd-8....
Jóhannesson, T et al. 2013. Ice-volume changes, bias estimation of mass-balance measurements and changes in subglacial lakes derived by lidar mapping of the surface of Icelandic glaciers. Annals of Glaciology 54, 63–74.
Engeset, R and Weydahl, DJ 1998. Analysis of glaciers and geomorphology on Svalbard using multitemporal ERS-1 SAR images. IEEE Trans. Geosci. Remote. Sens. 36, 1879-1887. doi: 10.1109/36.729359
Schellenberger, T et al. 2015. Surface speed and frontal ablation of Kronebreen and Kongsbreen, NW Svalbard, from SAR offset tracking. The Cryosphere 9, 2339–2355. https://doi.org/10.5194/tc-9-2....
Strozzi, T et al. 2002. Glacier motion estimation using SAR offset-tracking procedures. IEEE Transactions on Geoscience and Remote Sensing 40, 2384–2391. doi: 10.1109/TGRS.2002.805079
Wen, M and Wang, T 2025. Review of SAR imaging geodesy for glacier velocity monitoring. Geodesy and Geodynamics 16(3), 262–274. https://doi.org/10.1016/j.geog....
Friedl, P, Seehaus, T and Braun, M 2021. Global time series and temporal mosaics of glacier surface velocities, derived from Sentinel-1 data. Earth System Science Data. https://doi.org/10.5194/essd-2...
Paul, F, Huggel, C and Kääb, A 2004. Combining satellite multispectral image data and a digital elevation model for mapping debris-covered glaciers. Remote Sensing of Environment 89(4), 510–518. https://doi.org/10.1016/j.rse....
Racoviteanu, AE, Williams, MW and Barry, RG 2008. Optical Remote Sensing of Glacier Characteristics: A Review with Focus on the Himalaya. Sensors 8(5), 3355-3383. https://doi.org/10.3390/s80533....
Arigony-Neto, J et al. 2014. Monitoring Glacier Changes on the Antarctic Peninsula, in: Kargel, JS, Leonard, GJ, Bishop, MP, Kääb, A, Raup, BH (Eds.), Global Land Ice Measurements from Space. Springer, Berlin, Heidelberg, pp. 717–741.
Paul, F et al. 2002. The new remote-sensing-derived Swiss glacier inventory: I. Methods. Annals of Glaciology 34, 355–361. https://doi.org/10.3189/172756....
Frey, H, Paul, F and Strozzi, T, 2012. Compilation of a glacier inventory for the western Himalayas from satellite data: Methods, challenges, and results. Remote Sensing of Environment 124, 832–843. https://doi.org/10.1016/j.rse....
Paul, F et al. 2013. On the accuracy of glacier outlines derived from remote-sensing data. Annals of Glaciology, 54(63), 171–182. doi:10.3189/2013AoG63A296.
Baumhoer, CA, Dietz, AJ, Dech, S and Kuenzer, C 2018. Remote Sensing of Antarctic Glacier and Ice-Shelf Front Dynamics—A Review. Remote Sensing 10(9), 1445. https://doi.org/10.3390/rs1009....
Sood, S et al. 2022. Mapping Samudra Tapu glacier: A holistic approach utilizing radar and optical remote sensing data for glacier radar facies mapping and velocity estimation. Advances in Space Research 70(12), 3975–3999. https://doi.org/10.1016/j.asr.....
Vieli, A, Jania, J and Kolondra, L 2002. The retreat of a tidewater glacier: observations and model calculations on Hansbreen, Spitsbergen. Journal of Glaciology 48(163), s. 592–600. doi:10.3189/172756502781831089.
Strozzi, T, Kääb, A and Schellenberger, T 2017. Frontal destabilization of Stonebreen, Edgeøya, Svalbard. The Cryosphere 11, 553–566. https://doi.org/10.5194/tc-11-....
Rees, WG and Arnold, NS 2007. Mass balance and dynamics of a valley glacier measured by high-resolution LiDAR, Polar Record 43(4), pp. 311–319. doi:10.1017/S0032247407006419.
Błaszczyk, M, Jania, JA, Kolondra, L 2013. Fluctuations of tidewater glaciers in Hornsund Fjord (Southern Svalbard) since the beginning of the 20th century. Polish Polar Research 34, 327–352.
Ciepły, M, Ignatiuk, D, Moskalik, M et al. 2023. Seasonal changes in submarine melting mechanisms controlling frontal ablation of Hansbreen, Svalbard. Journal of Glaciology 69(278), 1886-1899. doi:10.1017/jog.2023.69.
Strzelecki, MC et al. 2020. New fjords, new coasts, new landscapes: The geomorphology of paraglacial coasts formed after recent glacier retreat in Brepollen (Hornsund, southern Svalbard). Earth Surface Processes and Landforms 45, 1325–1334.
Ziaja, W, Ostafin, K 2015. Landscape-seascape dynamics in the isthmus between Sørkapp Land and the rest of Spitsbergen : Will a new big Arctic island form? AMBIO 44(4). https://doi.org/10.1007/s13280....
Wawrzyniak, T, Osuch, M 2020. A 40-year High Arctic climatological dataset of the Polish Polar Station Hornsund (SW Spitsbergen, Svalbard). Earth System Science Data 12, 805–815.
Hall, DK, Riggs, GA and Salomonson, VV 1995. Development of methods for mapping global snow cover using Moderate Resolution Imaging Spectroradiometer (MODIS) data. Remote Sensing of Environment 54(2), 127–140. https://doi.org/10.1016/0034-4...
Ahmed, M, Seraj, R and Islam, SMS 2020. The k-means Algorithm: A Comprehensive Survey and Performance Evaluation. Electronics 9(8), 1295. https://doi.org/10.3390/electr....
Wacker, AG, Landgrebe, DA 1972. Minimum distance classification in remote sensing. Presented at the Canadian Symposium for Remote Sensing, 7-9 February 1972, Ottawa.
Camps-Valls, G 2009. Machine learning in remote sensing data processing, 2009 IEEE International Workshop on Machine Learning for Signal Processing, IEEE, Grenoble, France, 1-4 September 2009, 1–6.
Mountrakis, G, Im, J and Ogole, C 2011. Support vector machines in remote sensing: A review. ISPRS Journal of Photogrammetry and Remote Sensing 66(3), 247–259. https://doi.org/10.1016/j.ispr...
Belgiu, M and Drăguţ, L 2016. Random forest in remote sensing: A review of applications and future directions. ISPRS Journal of Photogrammetry and Remote Sensing 114, 24–31. https://doi.org/10.1016/j.ispr....
Błaszczyk, M, Jania, JA, Hagen, JO 2009. Tidewater glaciers of Svalbard: Recent changes and estimates of calving fluxes. Polish Polar Research 30, 85-142.
Sund, M, Eiken, T, Rolstad Denby, C 2011. Velocity structure, front position changes and calving of the tidewater glacier Kronebreen, Svalbard. The Cryosphere Discussions 5, 41–73.
Moskalik, M, Błaszczyk, M, Jania, J 2014. Statistical analysis of Brepollen bathymetry as a key to determine average depths on a glacier foreland. Geomorphology 206, 262–270.
Błaszczyk, M et al. 2023. The Response of Tidewater Glacier Termini Positions in Hornsund (Svalbard) to Climate Forcing, 1992–2020. Journal of Geophysical Research: Earth Surface 128, e2022JF006911.
Jania, J 1988. Dynamiczne procesy glacjalne na południowym Spitzbergenie: w świetle badań fotointerpretacyjnych i fotogrametrycznych [Dynamic glacial processes in southern Spitsbergen: in the light of photointerpretation and photogrammetric studies]. Katowice: Wydawnictwo Uniwersytetu Śląskiego.
Dudek, J and Pętlicki, M 2023. Unlocking archival maps of the Hornsund fjord area for monitoring glaciers of the Sørkapp Land peninsula, Svalbard. Earth System Science Data 15(9), 3869–3889. https://doi.org/10.5194/essd-1...
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