Determining the breaking points of the trend in long-term changes of air temperature in Barentsburg (Svalbard)

Vol.13,No.2(2023)

Abstract

Changes in the average annual surface air temperature (SAT) in Barentsburg (Svalbard) for the period 1899-2022 are considered. The SAT increases at an average rate of 0.34°C/10 years. The warming process is not continuous and consists of two periods of cooling and two periods of warming. Statistical methods have been used to establish the most probable position of the breaking points of the SAT trend: 1917, 1938, and 1968. The recent (“modern”) warming in the region began in the late 1960s, but since 1988, its intensity has doubled.


Keywords:
High Arctic; climate series; climate changes
References

Demin, V. I., Ivanov, B. V. and Revina, A. D. (2020): Reconstruction of air temperature series at Russian Station in Barentsburg (Svalbard). Russian Arctic, 9: 30-40. (In Russian).

Førland, E. J., Benestad, R. E. and Flatøy, F. (2009): Climate development in North Norway and the Svalbard region during 1900–2100. Norwegian Polar Institute Report, 128, 44 p.

Førland, E. J., Benestad, R., Hanssen-Bauer, I., Haugen, J. E. and Skaugen, T. E. (2011): Temperature and precipitation development at Svalbard 1900-2100. Advances in Meteorology, 893790. doi: 10.1155/2011/893790

Hanssen-Bauer, I., Førland, E. J., Hisdal, H., Mayer, S., Sandø, A. B. and Sorteberg, A. (eds.)(2019): Climate in Svalbard 2100 - a knowledge base for climate adaptation. NCCS report 1/2019. https://hdl.handle.net/1956/19136

Hastie, T. J., Tibshirani, R. J. (1990): Generalized additive models. New York. Routledge, 352 p.

Ivanov, B. V. (2019): Comparing the «earlier» and the «modern» warming in West Arctic on example of Svalbard. IOP Conference Series: Earth and Environmental Science. Turbulence, Atmosphere and Climate Dynamics, 231: 012023. doi: 10.1088/1755-1315/231/1/012023

Jackson, B., Sargle, J., Barnes, D., Arabhi, S., Alt, A., Gioumousis, P., Gwin, E., Sangtrakulcharoen, P., Tan, L. and Tsai, T. T. (2005): An algorithm for optimal partitioning of data on an interval. IEEE, Signal Processing Letters, 12(2): 105-106.

Karandasheva, T. K., Demin, V. I., Ivanov, B. V. and Revina, A. D. (2021): Air temperature changes in Barentsburg (Svalbard) in XX–XXI centuries. Justification for introducing a new climate standard. Russian Arctic, 13: 26-39. (In Russian). doi: 10.24412/2658-4255-2021-2-26-39

Karl, T. R., Knight, R. W. and Baker, B. (2000): The record breaking global temperatures of 1997 and 1998: evidence for an increase in the rate of global warming? Geophysical Research Letters, 27: 719-722.

Killick, R., Fearnhead, P. and Eckley, I. A. (2012): Optimal detection of changepoints with a linear computational cost. Journal of the American Statistical Association,107(500):1590-1598. doi: 10.1080/01621459.2012.737745

Kim, S.-J., Koh, K., Boyd, S. and Gorinevsky, D. (2009): ℓ1 Trend Filtering. SIAM Review, 51(2): 339-360. doi: 10.1137/070690274

Muggeo, V. M. R. (2003): Estimating regression models with unknown break-points. Statistics in Medicine, 22: 3055-3071. doi: 10.1002/sim.1545

Muggeo, V. M. R. (2008): Segmented: An R package to fit regression models with Broken-Line Relationships. R News, 8: 20-25.

Nordli, Ø., Wyszyński, P., Gjelten, H. M., Isaksen, K., Łupikasza, E., Niedźwiedź, T. and Przybylak, R. (2020): Revisiting the extended Svalbard Airport monthly temperature series, and the compiled corresponding daily series 1898–2018. Polar Research, 39. doi: 10.33265/polar.v39.3614

Rodionov, S. N. (2004): A sequential algorithm for testing climate regime shifts. Geophysical Research Letters, 31: L09204. doi: 10.1029/2004GL019448

Zuo, B., Li, J., Sun, C. and Zhou, X. (2019): A new statistical method for detecting trend turning. Theoretical and Applied Climatology, 138: 201-213. doi: 10.1007/s00704-019-02817-9

Web sources / Other sources

[1] ACIA (2005): Arctic Climate Impact Assessment. ACIA Overview report. Cambridge University Press, 1020 p.

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