Abstract
Climatic features in the Alaskan Arctic have typically been analyzed using data from the limited National Weather Service stations. However, the increasing availability of in situ data in this area allows a more comprehensive understanding of recent changes. This study used newly collected data from 41 stations to investigate climatic features and recent changes in the Alaskan Arctic from the mid-1940s to 2018. We found that the mean annual air temperature (MAAT) ranged from –11.0 to –6.4 ∘C, annual amplitude of air temperature (AAAT) ranged from 16 to 22 ∘C, annual precipitation ranged from 85 to 300 mm, and annual mean snow depth ranged from 13.5 to 34.5 cm during 2007–2012. Compared with data since the late 1980s, MAAT increased by \(\sim \)2 ∘C near the coastline whereas AAAT did not significantly change. Changes in annual precipitation were complex among stations but showed a considerable increase in precipitation, snowfall, and snow depth during the cold months. The number of snow cover days declined, whereas the number of snowfall days increased at both Barrow and Kuparuk. This increase in snowfall events may be attributed to the declining sea ice concentration, which may enhance hydrological cycles. The observed bulk density of fresh snow was around 40–80 kg/m3 and declined from the mid-1980s to the late-1990s, then increased until the end of the study period. This expanded in situ dataset provides a more comprehensive understanding of climatic conditions in the Alaskan Arctic and confirms rapid changes during recent decades. This study may also serve to validate and benchmark high-resolution climate models.
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References
AMAP (2017) Snow, water, ice and permafrost in the arctic (swipa) 2017. Arctic Monitoring and Assessment Programme (AMAP), Oslo, Norway
Bieniek PA, Walsh JE, Thoman RL, Bhatt US (2014) Using climate divisions to analyze variations and trends in Alaska temperature and precipitation. J Clim 27(8):2800–2818. https://doi.org/10.1175/jcli-d-13-00342.1
Bintanja R (2018) The impact of Arctic warming on increased rainfall. Sci Rep 8(1):16001. https://doi.org/10.1038/s41598-018-34450-3
Biskaborn BK, Smith SL, Noetzli J, Matthes H, Vieira G, Streletskiy DA, Schoeneich P, Romanovsky VE, Lewkowicz AG, Abramov A, Allard M, Boike J, Cable WL, Christiansen HH, Delaloye R, Diekmann B, Drozdov D, Etzelmuller B, Grosse G, Guglielmin M, Ingeman-Nielsen T, Isaksen K, Ishikawa M, Johansson M, Johannsson H, Joo A, Kaverin D, Kholodov A, Konstantinov P, Kroger T, Lambiel C, Lanckman JP, Luo DL, Malkova G, Meiklejohn I, Moskalenko N, Oliva M, Phillips M, Ramos M, Sannel A BK, Sergeev D, Seybold C, Skryabin P, Vasiliev A, Wu QB, Yoshikawa K, Zheleznyak M, Lantuit H (2019) Permafrost is warming at a global scale. Nat Commun 10:1–11
Bring A, Shiklomanov A, Lammers RB (2017) Pan-arctic river discharge: Prioritizing monitoring of future climate change hot spots. Earth’s Future 5(1):72–92. https://doi.org/10.1002/2016ef000434
Callaghan TV, Johansson M, Brown RD, Groisman PY, Labba N, Radionov V, Barry RG, Bulygina ON, Essery RichardLH, Frolov DM (2011) The changing face of Arctic snow cover: A synthesis of observed and projected changes. AMBIO: A Journal of the Human Environment 40(sup 1):17–31
Curtis J, Wendler G, Stone R, Dutton E (1998) Precipitation decrease in the western arctic, with special emphasis on barrow and barter island, alaska. Int J Climatol 18(15):1687–1707. https://doi.org/10.1002/(SICI)1097-0088(199812)18:15<1687::AID-JOC341>3.0.CO;2-2
Emmerton CA, StLouis VL, Humphreys ER, Gamon JA, Barker JD, Pastorello GZ (2016) Net ecosystem exchange of CO2 with rapidly changing high Arctic landscapes. Glob Chang Biol 22 (3):1185–200. https://doi.org/10.1111/gcb.13064
Euskirchen ES, McGuire AD, Chapin FS (2007) Energy feedbacks of northern high-latitude ecosystems to the climate system due to reduced snow cover during 20th century warming. Glob Chang Biol 13 (11):2425–2438. https://doi.org/10.1111/j.1365-2486.2007.01450.x
Fisher JB, Sikka M, Oechel WC, Huntzinger DN, Melton JR, Koven CD, Ahlström A, Arain MA, Baker I, Chen JM, Ciais P, Davidson C, Dietze M, El-Masri B, Hayes D, Huntingford C, Jain AK, Levy PE, Lomas MR, Poulter B, Price D, Sahoo AK, Schaefer K, Tian H, Tomelleri E, Verbeeck H, Viovy N, Wania R, Zeng N, Miller CE (2014) Carbon cycle uncertainty in the Alaskan Arctic. Biogeosciences 11(15):4271–4288. https://doi.org/10.5194/bg-11-4271-2014
Hartmann B, Wendler G (2005) The significance of the 1976 pacific climate shift in the climatology of alaska. J Clim 18(22):4824–4839. https://doi.org/10.1175/JCLI3532.1
Hinzman LD, Bettez ND, Bolton WR, Chapin FS, Dyurgerov MB, Fastie CL, Griffith B, Hollister RD, Hope A, Huntington HP, Jensen AM, Jia GJ, Jorgenson T, Kane DL, Klein DR, Kofinas G, Lynch AH, Lloyd AH, McGuire AD, Nelson FE, Oechel WC, Osterkamp TE, Racine CH, Romanovsky VE, Stone RS, Stow DA, Sturm M, Tweedie CE, Vourlitis GL, Walker MD, Walker DA, Webber PJ, Welker JM, Winker KS, Yoshikawa K (2005) Evidence and implications of recent climate change in northern Alaska and other Arctic regions. Clim Chang 72 (3):251–298. https://doi.org/10.1007/s10584-005-5352-2
Judson A, Doesken N (2000) Density of freshly fallen snow in the central rocky mountains. Bull Am Meteorol Soc 81(7):1577–1588. https://doi.org/10.1175/1520-0477(2000)081<1577:DOFFSI>2.3.CO;2
Kittel T GF, Baker BB, Higgins JV, Haney JC (2011) Climate vulnerability of ecosystems and landscapes on alaska’s north slope. Reg Environ Chang 11(1):249–264. https://doi.org/10.1007/s10113-010-0180-y
Kopec BG, Feng X, Michel FA, Posmentier ES (2016) Influence of sea ice on Arctic precipitation. Proceedings of the National Academy of Sciences 113(1):46–51. https://doi.org/10.1073/pnas.1504633113
Liljedahl AK, Boike J, Daanen RP, Fedorov AN, Frost GV, Grosse G, Hinzman LD, Iijma Y, Jorgenson JC, Matveyeva N, Necsoiu M, Raynolds MK, Romanovsky VE, Schulla J, Tape KD, Walker DA, Wilson CJ, Yabuki H, Zona D (2016) Pan-arctic ice-wedge degradation in warming permafrost and its influence on tundra hydrology. Nat Geosci 9(4):312–318. https://doi.org/10.1038/ngeo2674
Livensperger C, Steltzer H, Darrouzet-Nardi A, Sullivan PF, Wallenstein M, Weintraub MN (2016) Earlier snowmelt and warming lead to earlier but not necessarily more plant growth. AoB Plants 8:plw021–plw021
Löwe H, Egli L, Bartlett S, Guala M, Manes C (2007) On the evolution of the snow surface during snowfall. Geophys Res Lett 34(21):1–5. https://doi.org/10.1029/2007GL031637
McGuire AD, Lawrence DM, Koven C, Clein JS, Burke E, Chen G, Jafarov E, MacDougall AH, Marchenko S, Nicolsky D, Peng S, Rinke A, Ciais P, Gouttevin I, Hayes DJ, Ji D, Krinner G, Moore JC, Romanovsky V, Schadel C, Schaefer K, Schuur E AG, Zhuang Q (2018) Dependence of the evolution of carbon dynamics in the northern permafrost region on the trajectory of climate change. Proc Natl Acad Sci USA 115(15):3882–3887. https://doi.org/10.1073/pnas.1719903115
Nelson FE, Outcalt SI (1987) A computational method for prediction and regionalization of permafrost. Arct Alp Res 19(3):279–288. https://doi.org/10.1080/00040851.1987.12002602
Obrist D, Agnan Y, Jiskra M, Olson CL, Colegrove DP, Hueber J, Moore CW, Sonke JE, Helmig D (2017) Tundra uptake of atmospheric elemental mercury drives Arctic mercury pollution. Nature 547(7662):201–204. https://doi.org/10.1038/nature22997
Osterkamp TE (2007) Characteristics of the recent warming of permafrost in Alaska. J Geophys Res 112(F2):F02S02–F02S02. https://doi.org/10.1029/2006jf000578
Overeem I, Jafarov E, Wang K, Schaefer K, Stewart S, Clow G, Piper M, Elshorbany Y (2018) A modeling toolbox for permafrost landscapes. EOS, Transactions American Geophysical Union (Online), 99. https://doi.org/10.1029/2018EO105155
Pattison RR, Jorgenson JC, Raynolds MK, Welker JM (2015) Trends in NDVI and tundra community composition in the Arctic of NE Alaska between 1984 and 2009. Ecosystems 18(4):707–719. https://doi.org/10.1007/s10021-015-9858-9
Roebber PJ, Bruening SL, Schultz DM, Cortinas JV (2003) Improving snowfall forecasting by diagnosing snow density. Weather Forecast 18(2):264–287. https://doi.org/10.1175/1520-0434(2003)018<0264:ISFBDS>2.0.CO;2
Rogers AN, Bromwich DH, Sinclair EN, Cullather RI (2001) The atmospheric hydrologic cycle over the arctic basin from reanalyses. part ii: Interannual variability. J Clim 14(11):2414–2429. https://doi.org/10.1175/1520-0442(2001)014<2414:TAHCOT>2.0.CO;2
Rutter N, Essery R, Pomeroy J, Altimir N, Andreadis K, Baker I, Barr A, Bartlett P, Boone A, Deng H, Douville H, Dutra E, Elder K, Ellis C, Feng X, Gelfan A, Goodbody A, Gusev Y, Gustafsson D, Hellström R, Hirabayashi Y, Hirota T, Jonas T, Koren V, Kuragina A, Lettenmaier D, Li W-P, Luce C, Martin E, Nasonova O, Pumpanen J, Pyles RD, Samuelsson P, Sandells M, Schädler G, Shmakin A, Smirnova TG, Stähli M, Stöckli R, Strasser U, Su H, Suzuki K, Takata K, Tanaka K, Thompson E, Vesala T, Viterbo P, Wiltshire A, Xia K, Xue Y, Yamazaki T (2009) Evaluation of forest snow processes models (snowmip2). Journal of Geophysical Research: Atmospheres, 114(D6). https://doi.org/10.1029/2008JD011063
Schuster PF, Schaefer KM, Aiken GR, Antweiler RC, Dewild JF, Gryziec JD, Gusmeroli A, Hugelius G, Jafarov E, Krabbenhoft DP (2018) Permafrost stores a globally significant amount of mercury. Geophys Res Lett 45(3):1463–1471
Sonke JE, Teisserenc R, Heimburger-Boavida LE, Petrova MV, Marusczak N, LeDantec T, Chupakov AV, Li C, Thackray CP, Sunderland EM, Tananaev N, Pokrovsky OS (2018) Eurasian river spring flood observations support net Arctic Ocean mercury export to the atmosphere and atlantic ocean. Proc Natl Acad Sci USA 115(50):E11586–E11594. https://doi.org/10.1073/pnas.1811957115
Stafford JM, Wendler G, Curtis J (2000) Temperature and precipitation of Alaska: 50 year trend analysis. Theor Appl Climatol 67(1-2):33–44. https://doi.org/10.1007/s007040070014
Stone RS, Dutton EG, Harris JM, Longenecker D (2002) Earlier spring snowmelt in northern Alaska as an indicator of climate change. Journal of Geophysical Research: Atmospheres 107(D10):ACL 10–1–ACL 10–13. https://doi.org/10.1029/2000jd000286
Wang K, Jafarov E, Overeem I, Romanovsky V, Schaefer K, Clow G, Urban F, Cable W, Piper M, Schwalm C, Zhang T, Kholodov A, Sousanes P, Loso M, Hill K (2018) A synthesis dataset of permafrost-affected soil thermal conditions for Alaska, USA. Earth System Science Data 10 (4):2311–2328. https://doi.org/10.5194/essd-10-2311-2018
Wang K, Zhang T, Zhang X, Clow GD, Jafarov EE, Overeem I, Romanovsky V, Peng X, Cao B (2017) Continuously amplified warming in the Alaskan Arctic: Implications for estimating global warming hiatus. Geophys Res Lett 44(17):9029–9038. https://doi.org/10.1002/2017gl074232
Wendler G, Shulski M, Moore B (2010) Changes in the climate of the alaskan north slope and the ice concentration of the adjacent beaufort sea. Theor Appl Climatol 99(1):67–74. https://doi.org/10.1007/s00704-009-0127-8
Yang D, Zhao Y, Armstrong R, Robinson D, Brodzik M-J (2007) Streamflow response to seasonal snow cover mass changes over large Siberian watersheds. J Geophys Res: Earth Surface, 112(F2). https://doi.org/10.1029/2006jf000518
Zhang T, Osterkamp TE, Stamnes K (1996) Some characteristics of the climate in northern Alaska, USA. Arct Alp Res 28(4 ):509–518
Zhang X, Walsh JE, Zhang J, Bhatt US, Ikeda M (2004) Climatology and interannual variability of arctic cyclone activity: 19482002. J Clim 17(12):2300–2317. https://doi.org/10.1175/1520-0442(2004)017<2300:CAIVOA>2.0.CO;2
Acknowledgments
We thank the data sources and research teams for producing and making their data available. We also appreciate the reviewers and editor for their insightful comments and suggestions that improved the manuscript. PermaModel is a package developed with Python, which is available at https://github.com/permamodel/permamodel. The nonlinear least squares method in Python was implemented by scipy.optimize.curve_fit.
Funding
This study was funded by the National Research and Development Program of China (2019YFC1509100 and 2019YFA0607003), the Strategic Priority Research Program of the Chinese Academy of Sciences (XDA2010030805), and the U.S. National Science Foundation (grant No. 1503559).
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All authors contributed to the study conception and design. Material preparation, data collection, and analysis were performed by Kang Wang and Tingjun Zhang. The first draft of the manuscript was written by Tingjun Zhang and all authors commented on previous versions of the manuscript. All authors read and approved the final manuscript.
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Wang, K., Zhang, T. Revisiting climatic features in the Alaskan Arctic using newly collected data. Theor Appl Climatol 143, 1251–1259 (2021). https://doi.org/10.1007/s00704-020-03495-8
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DOI: https://doi.org/10.1007/s00704-020-03495-8