Cristea, A., Van Houtte, J., and Doulgeris, A. P.: Integrating incidence angle dependencies into the Clustering-Based Segmentation of SAR images, IEEE J. Sel. Top. Appl. Earth Obs., 13, 2925–2939, https://doi.org/10.1109/jstars.2020.2993067, 2020.
Dahlke, S., Hughes, N., Wagner, P, Gerland, S., Wawrzyniak, T., Ivanov, B., and Maturilli, M.: The observed recent surface air temperature development across Svalbard and concurring footprints in local sea ice cover, Int. J. Climatol., 40, 5246–5265, https://doi.org/10.1002/joc.6517, 2020.
Dobiński, W. and Kasprzak, M.: Permafrost base degradation: characteristics and unknown thread with specific example from Hornsund, Svalbard, Front. Earth Sci., 10, https://doi.org/10.3389/feart.2022.802157, 2022.
Dong, Y., Xiao, P., Zhang, X. Ge, D., Yu, J., Chen, Y., Wu, Q., Ma, Y., Liu, R., Luan, W., Liu, H., and Bai, J.: Increased vulnerability of Arctic potential ice roads under climate change, Commun. Earth Environ., 6, 37, https://doi.org/10.1038/s43247-025-02011-y, 2025.
Frank, L., Jonassen, M. O., Skogseth, R., and Vihma, T.: Atmospheric climatologies over Isfjorden, Svalbard, J. Geophys. Res.-Atmos., 128, https://doi.org/10.1029/2022jd038011, 2023.
Fraser, N. J., Skogseth, R., Nilsen, F., and Inall, M. E.: Circulation and exchange in a broad Arctic fjord using glider-based observations, Polar Res., 37, 1485417, https://doi.org/10.1080/17518369.2018.1485417, 2018.
Galley, R. J., Else, B. G. T., Howell, S. E. L., Lukovich, J. V., and Barber, D. G.: Landfast Sea Ice Conditions in the Canadian Arctic: 1983–2009, Arctic, 65, 133–144, https://doi.org/10.14430/arctic4195, 2012.
Graham, R. M., Itkin, P., Meyer, A., Sundfjord, A., Spreen, G., Smedsrud, L. H., Liston, G. E., Cheng, B., Cohen, L., Divine, D., Fer, I., Fransson, A., Gerland, S., Haapala, J., Hudson, S. R, Johansson, A. M., King, J., Merkouriadi, I., Peterson, A. K., Provost, C., Randelhoff, A., Rinke, A., Rösel, A., Sennéchael, N., Walden, V. P., Duarte, P., Assmy, P., Steen, H., and Granskog, M. A.: Winter storms accelerate the demise of sea ice in the Atlantic sector of the Arctic Ocean, Sci. Rep., 9, 9222, https://doi.org/10.1038/s41598-019-45574-5, 2019.
Gupta, K., Mukhopadhyay, A., Babb, D. G., Barber, D. G., and Ehn, J. K.: Landfast sea ice in Hudson Bay and James Bay: Annual cycle, variability and trends, 2000–2019, Elementa Science of the Anthropocene, 10, 00073, https://doi.org/10.1525/elementa.2021.00073, 2022.
Herman, A., Wojtysiak, K., and Moskalik, M.: Wind wave variability in Hornsund fjord, west Spitsbergen, Estuar. Coast. Shelf S., 217, 96–109, https://doi.org/10.1016/j.ecss.2018.11.001, 2019.
Herman, A., Swirad, Z. M., and Moskalik, M.: Increased exposure of the shores of Hornsund (Svalbard) to wave action due to a rapid shift in sea ice conditions, Elementa Science of the Anthropocene, 13, https://doi.org/10.1525/elementa.2024.00067, 2025.
Hersbach, H., Bell, B., Berrisford, P., Biavati, G., Horányi, A., Muñoz Sabater, J., Nicolas, J., Peubey, C., Radu, R., Rozum, I., Schepers, D., Simmons, A., Soci, C., Dee, D., and Thépaut, J.-N.: ERA5 hourly data on single levels from 1940 to present, Copernicus Climate Change Service Climate Data Store (CDS) [data set], https://doi.org/10.24381/cds.adbb2d47 (last access: 8 October 2025), 2023.
IPCC: Climate Change 2023: Synthesis Report. Contribution of Working Groups I, II and III to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change, edited by: Core Writing Team, Lee, H., and Romero, J., IPCC, Geneva, Switzerland, 184 pp., https://doi.org/10.59327/IPCC/AR6-9789291691647, 2023.
Itkin, P., Losch, M., and Gerdes, R.: Landfast ice affects the stability of the Arctic halocline: Evidence from a numerical model, J. Geophys. Res.-Oceans, 120, 2622–2635, https://doi.org/10.1002/2014jc010353, 2015.
Jakacki, J., Przyborska, A., Kosecki, S., Sundfjord, A., and Albretsen, J.: Modelling of the Svalbard fjord Hornsund, Oceanologia, 59, 473–495, https://doi.org/10.1016/j.oceano.2017.04.004, 2017.
Jansen, E., Christensen, J. H., Dokken, T., Nisancioglu, K. H., Vinther, B. M., Capron, E., Guo, C., Jensen, M. F., Langen, P. L., Pedersen, R. A., Yang, S., Bentsen, M., Kjær, H. A., Sadatzki, H., Sessford, E., and Stendel, M.: Past perspectives on the present era of abrupt Arctic climate change, Nat. Clim. Change, 10, 714–721, https://doi.org/10.1038/s41558-020-0860-7, 2020.
Jensen, D., Mahoney, A., and Resler, L.: The annual cycle of landfast ice in the eastern Bering Sea, Cold Reg. Sci. Technol., 14, 103059, https://doi.org/10.1016/j.coldregions.2020.103059, 2020.
Johansson, A. M., Malnes, E., Gerland, S., Cristea, A., Doulgeris, A. P., Divine, D. V., Pavlova, O., and Lauknes, T. R.: Consistent ice and open water classification combining historical synthetic aperture radar satellite images from ERS-1/2, Envisat ASAR, RADARSAT-2 and Sentinel-1A/B, Ann. Glaciol., 61, 40–50, https://doi.org/10.1017/aog.2019.52, 2020.
Korhonen, M., Moskalik, M., Głowacki, O., and Jain, V.: Oceanographic monitoring in Hornsund fjord, Svalbard, Earth Syst. Sci. Data, 16, 4511–4527, https://doi.org/10.5194/essd-16-4511-2024, 2024.
Kowalik, Z., Marchenko, A., Brazhnikov, D., and Marchenko, N.: Tidal currents in the western Svalbard Fjords, Oceanologia, 57, 318–327, https://doi.org/10.1016/j.oceano.2015.06.003, 2015.
Kwok, R.: Contrasts in sea ice deformation and production in the Arctic seasonal and perennial ice zones,J. Geophys. Res., 111, C11S22, https://doi.org/10.1029/2005JC003246, 2006.
Larsen, Y., Engen, G., Lauknes, T., Malnes, E., and Høgda, K.: A generic differential interferometric SAR processing system, with applications to land subsidence and snow-water equivalent retrieval, Fringe 2005 Workshop, 610, ISBN 92-9092-921-9, 2006.
Lebedev, V.: Rost l'da v arkticheskikh rekakh i moriakh v zavisimosti ot otritsatel'nykh temperatur vozdukha, Problemy Arktiki, 5, 9–25, 1938.
Lei, R., Leppäranta, M., Cheng, B., Heil, P., and Li, Z.: Changes in ice-season characteristics of a European Arctic lake from 1964 to 2008, Clim. Change, 115, 725–739, https://doi.org/10.1007/s10584-012-0489-2, 2012.
Li, T., Hofer, S., Moholdt, G., Igneczi, A., Heidler, K., Zhu, X. X., and Bamber, J.: Pervasive glacier retreats across Svalbard from 1985 to 2023, Nat. Commun., 16, 705, https://doi.org/10.1038/s41467-025-55948-1, 2025.
Mahoney, A. R. and Einhorn, A. H.: The Evolving Decline of Landfast Sea Ice in Northern Alaska and Adjacent Waters: Results from an Updated Climatology, J. Geophys. Res.-Oceans, 131, e2025JC022464, https://doi.org/10.1029/2025JC022464, 2026.
Mahoney, A. R., Eicken, H., Gaylord, A. G., and Gens, R.: Landfast sea ice extent in the Chukchi and Beaufort Seas: The annual cycle and decadal variability, Cold Reg. Sci. Technol., 103, 41–56, https://doi.org/10.1016/j.coldregions.2014.03.003. 2014.
Mioduszewski, J., Vavrus, S., and Wang, M.: Diminishing Arctic Sea ice promotes stronger surface winds, J. Climate, 31, 8101–8119, https://doi.org/10.1175/jcli-d-18-0109.1, 2018.
Muckenhuber, S., Nilsen, F., Korosov, A., and Sandven, S.: Sea ice cover in Isfjorden and Hornsund, Svalbard (2000–2014) from remote sensing data, The Cryosphere, 10, 149–158, https://doi.org/10.5194/tc-10-149-2016, 2016.
NOAA: National Centers for Environmental Information, Climate at a Glance: Global Time Series,
https://www.ncdc.noaa.gov/cag/, last access: 15 June 2025.
NPI: Kartdata Svalbard
1:100 000 (S100 Kartdata)/Map Data, Norwegian Polar Institute [data set], https://doi.org/10.21334/npolar.2014.645336c7, 2014.
Onarheim, I. H., Smedsrud, L. H., Ingvaldsen, R. B., and Nilsen, F.: Loss of sea ice during winter north of Svalbard, Tellus, 66A, 23933, https://doi.org/10.3402/tellusa.v66.23933, 2014.
Papin, V., Swirad, Z. M., Johansson, A. M., and Malnes, E.: Ice distribution in Hornsund fjord, Svalbard from Envisat ASAR (2002–2012), PANGAEA [data set], https://doi.org/10.1594/pangaea.986427, 2025a.
Papin, V., Swirad, Z. M., Johansson, A. M., and Malnes, E.: Ice distribution in Hornsund fjord, Svalbard from Sentinel-1A (2023–2025), PANGAEA [data set], https://doi.org/10.1594/PANGAEA.987853, 2025b.
Park, J.-W., Korosov, A. A., Babiker, M., Won, J.-S., Hansen, M. W., and Kim, H.-C.: Classification of sea ice types in Sentinel-1 synthetic aperture radar images, The Cryosphere, 14, 2629–2645, https://doi.org/10.5194/tc-14-2629-2020, 2020.
Pavlova, O., Gerland, S., and Hop, H.: Changes in sea ice extent and thickness in Kongsfjorden, Svalbard (2003–2016), in: The Ecosystem of Kongsfjorden, Svalbard, edited by: Hop, H. and Wiencke, C., Advances in Polar Ecology, 2, Springer, Cham, 105–136, https://doi.org/10.1007/978-3-319-46425-1_4, 2019.
Promińska, A., Falck, E., and Walczowski, W.: Interannual variability in hydrography and water mass distribution in Hornsund, an Arctic fjord in Svalbard, Polar Res., 37, 1495546, https://doi.org/10.1080/17518369.2018.1495546, 2018.
Rinke, A., Maturilli, M., Graham, R. M., Matthes, H., Handorf, D., Cohen, L., Hudson, S. R., and Moore, J. C.: Extreme cyclone events in the Arctic: Wintertime variability and trends, Environ. Res. Lett., 12, 094006, https://doi.org/10.1088/1748-9326/aa7def, 2017.
Sauser, C., Angelier, F., Blévin, P., Chastel, O., Gabrielsen, G. W., Jouanneau, W., Kato, A., Moe, B., Ramírez, F., Tartu, S., and Descamps, S.: Demographic responses of Arctic seabirds to spring sea-ice variations, Front. Ecol. Evol., 11, 1107992, https://doi.org/10.3389/fevo.2023.1107992, 2023.
Selyuzhenok, V., Mahoney, A., Krumpen, T., Castellani, G., and Gerdes, R.: Mechanisms of fast-ice development in the south-eastern Laptev Sea: a case study for winter of 2007/08 and 2009/10, Polar Res., 36, 1411140, https://doi.org/10.1080/17518369.2017.1411140, 2017.
Smith, T. G. and Lydersen, C.: Availability of suitable land-fast ice and predation as factors limiting ringed seal populations, Phoca hispida, in Svalbard, Polar Res., 10, 585–594. https://doi.org/10.3402/polar.v10i2.6769, 1991.
Stocker, A. N., Renner, A. H. H., and Knol-Kauffman, M.: Sea ice variability and maritime activity around Svalbard in the period 2012–2019, Sci. Rep., 10, 17043, https://doi.org/10.1038/s41598-020-74064-2, 2020.
Strzelewicz, A., Przyborska, A., and Walczowski, W.: Increased presence of Atlantic Water on the shelf south-west of Spitsbergen with implications for the Arctic fjord Hornsund, Prog. Oceanogr., 200, 102714, https://doi.org/10.1016/j.pocean.2021.102714, 2021.
Su, H. and Wang, Y.: Using MODIS data to estimate sea ice thickness in the Bohai Sea (China) in the 2009–2010 winter, J. Geophys. Res., 117, C10018, https://doi.org/10.1029/2012JC008251, 2012.
Svendsen, H., Beszczynska-Møller, A., Hagen, J. O., Lefauconnier, B., Tverberg, V., Gerland, S., Ørbæk, J. B., Bischof, K., Papucci, C., Zajaczkowski, M., Azzolini, R., Bruland, O., and Wiencke, C.: The physical environment of Kongsfjorden–Krossfjorden, an Arctic fjord system in Svalbard, Polar Res., 21, 133–166, https://doi.org/10.3402/polar.v21i1.6479, 2002.
Swerpel, S.: The Hornsund Fiord: water masses, Pol. Polar Res., 6, 475–496, 1985.
Swirad, Z. M.: Correction to the “Ice distribution in Hornsund fjord, Svalbard from Sentinel-1A/B (2014–2023)” dataset, Zenodo [data set], https://doi.org/10.5281/zenodo.17350297, 2025.
Swirad, Z. M., Moskalik, M., and Herman, A.: Wind wave and water level dataset for Hornsund, Svalbard (2013–2021), Earth Syst. Sci. Data, 15, 2623–2633, https://doi.org/10.5194/essd-15-2623-2023, 2023b.
Swirad, Z. M., Johansson, A. M., and Malnes, E.: Extent, duration and timing of the sea ice cover in Hornsund, Svalbard, from 2014–2023, The Cryosphere, 18, 895–910, https://doi.org/10.5194/tc-18-895-2024, 2024a.
Swirad, Z., Herman, A., and Moskalik, M.: Sub-monthly to inter-annual Arctic gravel beach change and controlling factors, EGU General Assembly 2026, Vienna, Austria, 3–8 May 2026, EGU26-2311, https://doi.org/10.5194/egusphere-egu26-2311, 2026a.
Swirad, Z. M., Johansson, A. M., and Malnes, E.: Distribution of landfast, drift and glacier ice in Hornsund, Svalbard, The Cryosphere, 20, 113–134, https://doi.org/10.5194/tc-20-113-2026, 2026b.
van den Broek, D., Urbancic, G. H., Rantanen, M., and Vihma, T.: Svalbard's record‐breaking arctic summer 2024: Anomalies beyond climatological warming trends, Geophys. Res. Lett., 52, e2025GL115015, https://doi.org/10.1029/2025GL115015, 2025.
Wakabayashi, H., Matsuoka, T., Nakamura, K., and Nishio, F.: Polarimetric Characteristics of sea ice in the sea of Okhotsk observed by airborne L-band SAR, IEEE T. Geosci. Remote, 42, 2412–2425, https://doi.org/10.1109/TGRS.2004.836259, 2004.
Wawrzyniak, T. and Osuch, M.: A 40-year High Arctic climatological dataset of the Polish Polar Station Hornsund (SW Spitsbergen, Svalbard), Earth Syst. Sci. Data, 12, 805–815, https://doi.org/10.5194/essd-12-805-2020, 2020.
Wojtysiak, K., Herman, A., and Moskalik, M.: Wind wave climate of west Spitsbergen: seasonal variability and extreme events, Oceanologia, 60, 331–343, https://doi.org/10.1016/j.oceano.2018.01.002, 2018.
Zagórski, P., Rodzik, J., Moskalik, M., Strzelecki, M. C., Lim, M., Błaszczyk, M., Promińska, A., Kruszewski, G., Styszyńska, A., and Malczewski, A.: Multidecadal (1960–2011) shoreline changes in Isbjørnhamna (Hornsund, Svalbard), Pol. Polar Res., 36, 369–390, 2015.
Zakhvatkina, N., Korosov, A., Muckenhuber, S., Sandven, S., and Babiker, M.: Operational algorithm for ice–water classification on dual-polarized RADARSAT-2 images, The Cryosphere, 11, 33–46, https://doi.org/10.5194/tc-11-33-2017, 2017.
