ANALYSIS OF VARIATIONS IN SNOW COVER IN THE TRANSCARPATHIAN REGION BETWEEN 1961 AND 2010 USING GIS METHODS

Authors

DOI:

https://doi.org/10.32782/2786-5843/2026-2-4

Keywords:

climate change, snow cover, Transcarpathia, linear trends, kriging, GIS

Abstract

Relevance of the study: Climate warming and related phenomena, such as changes in snow cover, have become among the most important environmental problems of our time at both global and regional scales. Subject of the study: Changes in the duration of snow cover in the Transcarpathian region over recent decades. Aim of the study – to reveal the regional characteristics of snow-cover changes in Transcarpathia during 1961–2010 and to identify their possible causes. Methods: The study primarily applied mathematical and statistical methods, with an emphasis on trend analysis; cartographic methods of visualization and spatial analysis also played a significant role. Results: Trend analysis for the study period revealed a statistically significant linear trend primarily in the timing of spring snowmelt, with melt dates occurring markedly earlier in mountainous areas. In contrast, the autumn onset of the first snow cover did not change significantly. Although the number of snow-cover days changed substantially, this change was not statistically significant across most of the study area, which may be attributable to strong interannual variability. Practical significance: The findings contribute to a better understanding of the impacts of climate change – particularly snow-cover change – and may support improved forecasting and adaptation. Conclusions: The number of days with snow cover is changing in Transcarpathia region, but the changes may differ substantially across space and time. Future research directions: The results provide a basis for further analyses, including assessments of snow depth, and for extending the study in both spatial and temporal scope.

References

IPCC. Summary for Policymakers. In: Climate Change 2007: The Physical Science Basis. Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change / S. Solomon, D. Qin, M. Manning et al. (eds.). Cambridge; New York : Cambridge University Press, 2007.

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 / Core Writing Team ; H. Lee, J. Romero (eds.). Geneva : IPCC, 2023. 184 p. DOI: 10.59327/IPCC/AR6-9789291691647

Olefs M., Koch R., Schöner W., Marke T. Changes in snow depth, snow cover duration, and potential snowmaking conditions in Austria, 1961–2020 – a model based approach. Atmosphere. 2020. Vol. 11. No. 12. Art. 1330. DOI: 10.3390/atmos11121330

Cohen J., Rind D. The effect of snow cover on the climate. Journal of Climate. 1991. Vol. 4. P. 689–706. DOI: 10.1175/1520-0442(1991)004<0689:TEOSCO>2.0.CO;2

Dyrrdal A.V., Saloranta T., Skaugen T.T., Stranden H.B. Changes in snow depth in Norway during the period 1961–2010. Hydrology Research. 2013. Vol. 44. No. 1. P. 169–179. DOI: 10.2166/nh.2012.064

Eythorsson D., Gardarsson S.M., Ahmad S.K., Sveinsson O.G.B. Climate change and snow cover trends in Iceland. Hydrology and Earth System Sciences. 2019. P. 1–17. DOI: 10.5194/hess-2019-564

Chen X., Liang S., Cao Y. Satellite observed changes in the Northern Hemisphere snow cover phenology and the associated radiative forcing and feedback between 1982 and 2013. Environmental Research Letters. 2016. Vol. 11. Art. 084002. DOI: 10.1088/1748-9326/11/8/084002

Connolly R., Connolly M., Soon W. et al. Northern hemisphere snow-cover trends (1967–2018): a comparison between climate models and observations. Geosciences. 2019. Vol. 9. Art. 135. DOI: 10.3390/geosciences9030135

Fontrodona Bach A., van der Schrier G., Melsen L.A. et al. Widespread and accelerated decrease of observed mean and extreme snow depth over Europe. Geophysical Research Letters. 2018. Vol. 45. P. 12 312–12 319. DOI: 10.1029/2018GL079799

Szwed M., Pińskwar I., Kundzewicz Z.W., Graczyk D., Mezghani A. Changes of snow cover in Poland. Acta Geophysica. 2017. Vol. 65. P. 65–76. DOI: 10.1007/s11600-017-0007-z

Vyshnevskyi V.I. Climate change in Ukraine and its consequences. Journal of Landscape Ecology. 2025. Vol. 18. No. 4. P. 150–174. DOI: 10.2478/jlecol-2025-0032

Szyga-Pluta K. Changes in snow cover occurrence and the atmospheric circulation impact in Poznan (Poland). Theoretical and Applied Climatology. 2022. Vol. 147. P. 925–940. DOI: 10.1007/s00704-021-03875-8

Notarnicola C. Hotspots of snow cover changes in global mountain regions over 2000–2018. Remote Sensing of Environment. 2020. Vol. 243. Art. 111781. DOI: 10.1016/j.rse.2020.111781

Cheval S., Birsan M.-V., Dumitrescu A. Climate variability in the Carpathian Mountains Region over 1961–2010. Global and Planetary Change. 2014. Vol. 118. P. 85–96. DOI: 10.1016/j.gloplacha.2014.04.005

Vyshnevskyi V.I., Donich O.A. Climate change in the Ukrainian Carpathians and its possible impact on river runoff. Acta Hydrologica Slovaca. 2021. Vol. 22. No. 1. P. 3–14. DOI: 10.31577/ahs-2021-0022.01.0001

Vyshnevskyi V.I., Donich O.A. Snow cover in the Ukrainian Carpathians. Acta Hydrologica Slovaca. 2021. Vol. 22. No. 2. P. 284–293. DOI: 10.31577/ahs-2021-0022.02.0032

Amihaesei V.-A., Micu D.-M., Cheval S. et al. Changes in snow cover climatology and its elevation dependency over Romania (1961–2020). Journal of Hydrology: Regional Studies. 2024. Art. 101637. DOI: 10.1016/j.ejrh.2023.101637

Colombo N., Valt M., Romano E. et al. Long-term trend of snow water equivalent in the Italian Alps. Journal of Hydrology. 2022. Vol. 614. Art. 128532. DOI: 10.1016/j.jhydrol.2022.128532

Elsasser H., Messerli P. The vulnerability of the snow industry in the Swiss Alps. Mountain Research and Development. 2001. Vol. 21. No. 4. P. 335–339. DOI: 10.1659/0276

Durand Y., Giraud G., Laternser M. et al. Reanalysis of 47 years of climate in the French Alps (1958–2005): climatology and trends for snow cover. Journal of Applied Meteorology and Climatology. 2009. Vol. 48. P. 2487–2512. DOI: 10.1175/2009JAMC1810.1

Peng S., Piao S., Ciais P. et al. Change in snow phenology and its potential feedback to temperature in the Northern Hemisphere over the last three decades. Environmental Research Letters. 2013. Vol. 8. Art. 014008. DOI: 10.1088/1748-9326/8/1/014008

CARPATCLIM adatbázis © Európai Bizottság – JRC. 2013.

Szalai S., Auer I., Hiebl J. et al. Climate of the Greater Carpathian Region. Final Technical Report. 2013. URL: www.carpatclim-eu.org

Spinoni J., Szalai S., Szentimrey T. et al. Climate of the Carpathian Region in the period 1961–2010: climatologies and trends of 10 variables. International Journal of Climatology. 2015. Vol. 35. No. 7. P. 1322–1341. DOI: 10.1002/joc.4059

Szentimrey T. Multiple analysis of series for homogenization (MASH). Fourth Seminar for Homogenization and Quality Control in Climatological Databases. WMO/TD No. 962. 1999.

Szentimrey T. Applications of homogenization methods for climate data. Időjárás. 2008. Vol. 112. No. 1. P. 1–12.

Szentimrey T., Bihari Z. Mathematical background of the MISH interpolation method. COST Action 719 Final Report. European Meteorological Services Network, 2007.

Bihari Z., Bartholy J., Pongrácz R., Szentimrey T. Development of a meteorological interpolation model based on surface homogenized data basis (MISH). Időjárás. 2007. Vol. 111. No. 1. P. 1–20.

Feki H., Slimani M., Cudennec C. Incorporating elevation in rainfall interpolation in Tunisia using geostatistical methods. Hydrological Sciences Journal. 2012. Vol. 57. No. 7. P. 1294–1314. DOI: 10.1080/02626667.2012.710334

EarthExplorer (USGS). URL: earthexplorer.usgs.gov (Last accessed: 02.12.2025).

NASA Open Data Portal. Shuttle Radar Topography Mission 1-arc second Global. 2025. URL: data. nasa.gov (Last accessed: 02.12.2025).

Molnár J., Kovács A. A léghőmérséklet módosulása a Kárpát-medencében az 1981–2020-as időszak során. Acta Academiae Beregsasiensis: Geographica et Recreatio. 2025. No. 1. P. 37–48. DOI: 10.32782/2786-5843/2025-1-4

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Published

2026-05-01

How to Cite

Molnár, Y. Y., Molnár D, S. S., & Sabov, B. F. (2026). ANALYSIS OF VARIATIONS IN SNOW COVER IN THE TRANSCARPATHIAN REGION BETWEEN 1961 AND 2010 USING GIS METHODS. Acta Academiae Beregsasiensis: Geographica Et Recreatio, (2), 39–54. https://doi.org/10.32782/2786-5843/2026-2-4