[en] Abstract
Rain‐on‐snow (ROS) events in the Arctic can lead to major impacts on the snow cover, cryosphere and environment. During the last decades, these events have significantly increased, mostly due to climate change. Here, we use outputs from the regional climate model MAR (version 3.14) driven by the ERA5 reanalysis at 10‐km resolution over Greenland, in the period 1940–2023. MAR is used to simulate the climatological properties of summertime ROS events over Greenland, and their long‐term changes over the period. The analyses also focused on the years after 1979, when reanalyses are more reliable. We found that both the spatial extension, the frequency, and rainfall amounts associated with ROS events all strongly increased, especially along the West and East coasts of Greenland. These changes either appeared, or strongly accelerated, during the last 40 yrs. We also analyzed the synoptic configurations conducive to major ROS events (the top 10% in terms of size and amounts). Poleward advection of moisture and heat generally prevails but shows non‐negligible variability in their location, direction and strength of associated centers of action. About 10%–20% of those major ROS events correspond to atmospheric rivers, events that occur 1%–2% of the time but increase the probability of rainfall over Greenland by a factor 10 to nearly 40 locally, with respect to the climatology.
Centre/Unité de recherche :
SPHERES - ULiège
Disciplines :
Sciences de la terre & géographie physique
Auteur, co-auteur :
Frame, Emilie ; Centre de Recherches de Climatologie / Biogéosciences CNRS / Université Bourgogne Europe Dijon France ; Département de Géosciences Ecole Normale Supérieure‐PSL Paris France
Pohl, Benjamin ; Centre de Recherches de Climatologie / Biogéosciences CNRS / Université Bourgogne Europe Dijon France
Amory, Charles; Institut des Géosciences de L’Environnement CNRS/UGA/IRD/G‐INP Grenoble France
Fettweis, Xavier ; Université de Liège - ULiège > Département de géographie > Climatologie et Topoclimatologie
Buffet, Victoire ; Centre de Recherches de Climatologie / Biogéosciences CNRS / Université Bourgogne Europe Dijon France ; Institut des Géosciences de L’Environnement CNRS/UGA/IRD/G‐INP Grenoble France
Bernard, Eric ; UMR 6049 THEMA CNRS / Université Marie et Louis Pasteur Besançon France
Champagne, Olivier ; UR RiverLy Institut National de Recherche pour L'agriculture L'alimentation et L'environnement (INRAE) Villeurbanne France
Favier, Vincent ; Institut des Géosciences de L’Environnement CNRS/UGA/IRD/G‐INP Grenoble France
Langue du document :
Anglais
Titre :
Rainfall and Rain‐on‐Snow Events Over Greenland in Summer: Climatology, Trends, Synoptics
Date de publication/diffusion :
02 mars 2026
Titre du périodique :
Journal of Geophysical Research. Atmospheres
ISSN :
2169-897X
eISSN :
2169-8996
Maison d'édition :
American Geophysical Union (AGU)
Volume/Tome :
131
Fascicule/Saison :
5
Peer reviewed :
Peer reviewed vérifié par ORBi
Tags :
CÉCI : Consortium des Équipements de Calcul Intensif
Amory, C., Kittel, C., Le Toumelin, L., Agosta, C., Delhasse, A., Favier, V., & Fettweis, X. (2021). Performance of MAR (v3.11) in simulating the drifting-snow climate and surface mass balance of Adélie Land, East Antarctica. Geoscientific Model Development, 14(6), 3487–3510. https://doi.org/10.5194/gmd-14-3487-2021
Antwerpen, R. M., Tedesco, M., Fettweis, X., Alexander, P., & Van De Berg, W. J. (2022). Assessing bare-ice albedo simulated by MAR over the Greenland ice sheet (2000-2021) and implications for meltwater production estimates. The Cryosphere, 16(10), 4185–4199. https://doi.org/10.5194/tc-16-4185-2022
Armstrong McKay, D. I., Staal, A., Abrams, J. F., Winkelmann, R., Sakschewski, B., Loriani, S., et al. (2022). Exceeding 1.5°C global warming could trigger multiple climate tipping points. Science, 377(6611), eabn7950. https://doi.org/10.1126/science.abn7950
Baiman, R., Winters, A. C., Pohl, B., Favier, V., Wille, J. D., & Clem, K. R. (2024). Synoptic and planetary-scale dynamics modulate antarctic atmospheric river precipitation intensity. Communications Earth & Environment, 5(1), 127. https://doi.org/10.1038/s43247-024-01307-9
Bintanja, R. (2018). The impact of Arctic warming on increased rainfall. Scientific Reports, 8(1), 16001. https://doi.org/10.1038/s41598-018-34450-3
Bintanja, R., & Andry, O. (2017). Towards a rain-dominated Arctic. Nature Climate Change, 7(4), 263–267. https://doi.org/10.1038/nclimate3240
Bjerke, J. W., Rune Karlsen, S., Arild Hogda, K., Malnes, E., Jepsen, J. U., Lovibond, S., et al. (2014). Record-low primary productivity and high plant damage in the Nordic Arctic Region in 2012 caused by multiple weather events and pest outbreaks. Environmental Research Letters, 9(8), 084006. https://doi.org/10.1088/1748-9326/9/8/084006
Box, J. E., Hubbard, A., Bahr, D. B., Colgan, W. T., Fettweis, X., Mankoff, K. D., et al. (2022). Greenland ice sheet climate disequilibrium and committed sea-level rise. Nature Climate Change, 12(9), 808–813. https://doi.org/10.1038/s41558-022-01441-2
Box, J. E., Nielsen, K. P., Yang, X., Niwano, M., Wehrlé, A., van As, D., et al. (2023). Greenland ice sheet rainfall climatology, extremes and atmospheric river rapids. Meteorological Applications, 30(4), e2134. https://doi.org/10.1002/met.2134
Box, J. E., Wehrlé, A., van As, D., Fausto, R. S., Kjeldsen, K. K., Dachauer, A., et al. (2022b). Greenland ice sheet rainfall, heat and Albedo feedback impacts from the Mid-August 2021 Atmospheric River. Geophysical Research Letters, 49, e2021GL097356. https://doi.org/10.1029/2021GL097356
Buffet, V., Pohl, B., Prince, H. D., Favier, V., Clem, K., Saucède, T., & Jomelli, V. (2025). Atmospheric Rivers at the kerguelen Islands: A story through weather types. Journal of Applied Meteorology and Climatology, 64(3), 299–315. https://doi.org/10.1175/JAMC-D-24-0018.1
Chadburn, S. E., Burke, E. J., Cox, P. M., Friedlingstein, P., Hugelius, G., & Westermann, S. (2017). An observation-based constraint on permafrost loss as a function of global warming. Nature Climate Change, 7(5), 340–344. https://doi.org/10.1038/nclimate3262
Champagne, O., Pohl, B., McKenzie, S., Buoncristiani, J.-F., Bernard, E., Joly, D., & Tolle, F. (2019). Atmospheric circulation modulates the spatial variability of temperature in the Atlantic–Arctic region. International Journal of Climatology, 39(8), 3619–3638. https://doi.org/10.1002/joc.6044
Cheng, X., & Wallace, J. M. (1993). Cluster analysis of the Northern hemisphere wintertime 500-hPa height field: Spatial patterns. Journal of the Atmospheric Sciences, 50(16), 2674–2696. https://doi.org/10.1175/1520-0469(1993)050<2674:caotnh>2.0.co;2
Delhasse, A., Kittel, C., Amory, C., Hofer, S., Van As, D., Fausto, R. S., & Fettweis, X. (2020). Brief communication: Evaluation of the near-surface climate in ERA5 over the Greenland Ice Sheet. The Cryosphere, 14(3), 957–965. https://doi.org/10.5194/tc-14-957-2020
Descamps, S., Aars, J., Fuglei, E., Kovacs, K. M., Lydersen, C., Pavlova, O., et al. (2017). Climate change impacts on wildlife in a High Arctic archipelago – Svalbard, Norway. Global Change Biology, 23(2), 490–502. https://doi.org/10.1111/gcb.13381
Dou, T. F., Pan, S. F., Bintanja, R., & Xiao, C. D. (2022). More frequent, intense, and extensive rainfall events in a strongly warming arctic. Earth's Future, 10, e2021EF002378. https://doi.org/10.1029/2021EF002378
Eckerstorfer, M., & Christiansen, H. H. (2011). Topographical and meteorological control on snow avalanching in the Longyearbyen area, central Svalbard 2006-2009. Geomorphology, 134(3–4), 186–196. https://doi.org/10.1016/j.geomorph.2011.07.001
England, M. R., Eisenman, I., Lutsko, N. J., & Wagner, T. J. W. (2021). The recent emergence of Arctic amplification. Geophysical Research Letters, 48(15), e2021GL094086. https://doi.org/10.1029/2021GL094086
Espinoza, V., Waliser, D. E., Guan, B., Lavers, D. A., & Ralph, F. M. (2018). Global analysis of climate change projection effects on atmospheric Rivers. Geophysical Research Letters, 45(9), 4299–4308. https://doi.org/10.1029/2017GL076968
Fettweis, X., Box, J. E., Agosta, C., Amory, C., Kittel, C., Lang, C., et al. (2017). Reconstructions of the 1900-2015 Greenland ice sheet surface mass balance using the regional climate MAR model. The Cryosphere, 11(2), 1015–1033. https://doi.org/10.5194/tc-11-1015-2017
Fettweis, X., Hofer, S., Krebs-Kanzow, U., Amory, C., Aoki, T., Berends, C. J., et al. (2020). GrSMBMIP: Intercomparison of the modelled 1980-2012 surface mass balance over the Greenland Ice Sheet. The Cryosphere, 14(11), 3935–3958. https://doi.org/10.5194/tc-14-3935-2020
Forbes, B. C., Kumpula, T., Meschtyb, N., Laptander, R., Macias-Fauria, M., Zetterberg, P., et al. (2016). Sea ice, rain-on-snow and tundra reindeer nomadism in Arctic Russia. Biological Letters, 12(11), 20160466. https://doi.org/10.1098/rsbl.2016.0466
Franco, B., Fettweis, X., & Erpicum, M. (2013). Future projections of the Greenland ice sheet energy balance driving the surface melt. The Cryosphere, 7(1), 1–18. https://doi.org/10.5194/tc-7-1-2013
Gorodetskaya, I. V., Durán-Alarcón, C., González-Herrero, S., Clem, K. R., Zou, X., Rowe, P., et al. (2023). Record-high Antarctic Peninsula temperatures and surface melt in February 2022: A compound event with an intense atmospheric river. npj Climate and Atmospheric Science, 6(1), 202. https://doi.org/10.1038/s41612-023-00529-6
Grailet, J. F., Hogan, R. J., Ghilain, N., Bolsée, D., Fettweis, X., & Grégoire, M. (2025). Inclusion of the ECMWF ecRad radiation scheme (v1.5.0) in the MAR (v3.14), regional evaluation for Belgium, and assessment of surface shortwave spectral fluxes at Uccle. Geoscientific Model Development, 18(6), 1965–1988. https://doi.org/10.5194/gmd-18-1965-2025
Guan, B., & Waliser, D. E. (2019). Tracking atmospheric Rivers globally: Spatial distributions and temporal evolution of life cycle characteristics. Journal of Geophysical Research: Atmospheres, 124(23), 12523–12552. https://doi.org/10.1029/2019JD031205
Guan, B., Waliser, D. E., Ralph, F. M., Fetzer, E. J., & Neiman, P. J. (2016). Hydrometeorological characteristics of rain-on-snow events associated with atmospheric rivers. Geophysical Research Letters, 43(6), 2964–2973. https://doi.org/10.1002/2016GL067978
Hansen, B. B., Isaksen, K., Benestad, R. E., Kohler, J., Pedersen, Å., Loe, L. E., et al. (2014). Warmer and wetter winters: Characteristics and implications of an extreme weather event in the High Arctic. Environmental Research Letters, 9(11), 114021. https://doi.org/10.1088/1748-9326/9/11/114021
Hersbach, H., Bell, B., Berrisford, P., Hirahara, S., Horányi, A., Muñoz-Sabater, J., et al. (2020). The ERA5 global reanalysis [Dataset]. Quarterly Journal of the Royal Meteorological Society, 146(730), 1999–2049. https://doi.org/10.1002/qj.3803
Lambin, C., Fettweis, X., Kittel, C., Fonder, M., & Ernst, D. (2023). Assessment of future wind speed and wind power changes over South Greenland using the Modèle Atmosphérique Régional regional climate model. International Journal of Climatology, 43(1), 558–574. https://doi.org/10.1002/joc.7795
Leeson, A. A., Eastoe, E., & Fettweis, X. (2018). Extreme temperature events on Greenland in observations and the MAR regional climate model. The Cryosphere, 12(3), 1091–1102. https://doi.org/10.5194/tc-12-1091-2018
Li, L., Cannon, F., Mazloff, M. R., Subramanian, A. C., Wilson, A. M., & Ralph, F. M. (2024). Impact of atmospheric rivers on Arctic sea ice variations. The Cryosphere, 18(1), 121–137. https://doi.org/10.5194/tc-18-121-2024
Li, Z., & Ding, Q. (2024). A global poleward shift of atmospheric rivers. Science Advances, 10(41), eadq0604. https://doi.org/10.1126/sciadv.adq0604
Mattingly, K. S., Mote, T. L., & Fettweis, X. (2018). Atmospheric River impacts on Greenland ice sheet surface mass balance. Journal of Geophysical Research: Atmospheres, 123(16), 8538–8560. https://doi.org/10.1029/2018JD028714
Mattingly, K. S., V Turton, J., Wille, J. D., Noël, B., Fettweis, X., Rennermalm, Å. K., & Mote, T. L. (2023). Increasing extreme melt in northeast Greenland linked to foehn winds and atmospheric rivers. Nature Communications, 14(1), 1743. https://doi.org/10.1038/s41467-023-37434-8
Morel, B., Pohl, B., Richard, Y., Bois, B., & Bessafi, M. (2014). Regionalizing rainfall at very high resolution over La Réunion island using a regional climate model. Monthly Weather Review, 142(8), 2665–2686. https://doi.org/10.1175/MWR-D-14-00009.1
Morgner, E., Elberling, B., Strebel, D., & Cooper, E. J. (2010). The importance of winter in annual ecosystem respiration in the high Arctic: Effects of snow depth in two vegetation types. Polar Research, 29(1), 58–74. https://doi.org/10.1111/j.1751-8369.2010.00151.x
Notz, D., & Community, S. (2020). Arctic Sea ice in CMIP6. Geophysical Research Letters, 47(10), e2019GL086749. https://doi.org/10.1029/2019GL086749
Park, S. W., Kim, J. S., & Kug, J. S. (2020). The intensification of Arctic warming as a result of CO2 physiological forcing. Nature Communications, 11(1), 2098. https://doi.org/10.1038/s41467-020-15924-3
Payne, A. E., Demory, M. E., Leung, L. R., Ramos, A. M., Shields, C. A., Rutz, J. J., et al. (2020). Responses and impacts of atmospheric rivers to climate change. Nature Reviews Earth & Environment, 1(3), 143–157. https://doi.org/10.1038/s43017-020-0030-5
Pohl, B., Favier, V., Wille, J., Udy, D. G., Vance, T. R., Pergaud, J., et al. (2021). Relationship between weather regimes and atmospheric Rivers in East Antarctica. Journal of Geophysical Research: Atmospheres, 126(24), e2021JD035294. https://doi.org/10.1029/2021JD035294
Pohl, B., Lorrey, A., Sturman, A., Quénol, H., Renwick, J., Fauchereau, N., & Pergaud, J. (2021). “Beyond weather regimes”: Descriptors monitoring atmospheric centers of action-a case study for aotearoa New Zealand. Journal of Climate, 34(20), 8341–8360. https://doi.org/10.1175/JCLI-D-21-0102.1
Poirier, M., Fauteux, D., Gauthier, G., Domine, F., & Lamarre, J.-F. (2021). Snow hardness impacts intranivean locomotion of arctic small mammals. Ecosphere, 12(11), e03835. https://doi.org/10.1002/ecs2.3835
Preece, J. R., Mote, T. L., Cohen, J., Wachowicz, L. J., Knox, J. A., Tedesco, M., & Kooperman, G. J. (2023). Summer atmospheric circulation over Greenland in response to Arctic amplification and diminished spring snow cover. Nature Communications, 14(1), 3759. https://doi.org/10.1038/s41467-023-39466-6
Previdi, M., Janoski, T. P., Chiodo, G., Smith, K. L., & Polvani, L. M. (2020). Arctic amplification: A rapid response to radiative forcing. Geophysical Research Letters, 47(17), e2020GL089933. https://doi.org/10.1029/2020GL089933
Previdi, M., Smith, K. L., & Polvani, L. M. (2021). Arctic amplification of climate change: A review of underlying mechanisms. Environmental Research Letters, 16(9), 093003. https://doi.org/10.1088/1748-9326/ac1c29
Rahmstorf, S., Box, J. E., Feulner, G., Mann, M. E., Robinson, A., Rutherford, S., & Schaffernicht, E. J. (2015). Exceptional twentieth-century slowdown in Atlantic Ocean overturning circulation. Nature Climate Change, 5(5), 475–480. https://doi.org/10.1038/nclimate2554
Rantanen, M., Karpechko, A. Y., Lipponen, A., Nordling, K., Hyvärinen, O., Ruosteenoja, K., et al. (2022). The Arctic has warmed nearly four times faster than the globe since 1979. Communications Earth & Environment, 3(1), 168. https://doi.org/10.1038/s43247-022-00498-3
Scholz, S. R., & Lora, J. M. (2024). Atmospheric rivers cause warm winters and extreme heat events. Nature, 636(8043), 640–646. https://doi.org/10.1038/s41586-024-08238-7
Serreze, M. C., & Barry, R. G. (2011). Processes and impacts of Arctic amplification: A research synthesis. Global and Planetary Change, 77(1–2), 85–96. https://doi.org/10.1016/j.gloplacha.2011.03.004
Serreze, M. C., Gustafson, J., Barrett, A. P., Druckenmiller, M. L., Fox, S., Voveris, J., et al. (2021). Arctic rain on snow events: Bridging observations to understand environmental and livelihood impacts. Environmental Research Letters, 16(10), 105009. https://doi.org/10.1088/1748-9326/ac269b
Sgubin, G., Swingedouw, D., Drijfhout, S., Mary, Y., & Bennabi, A. (2017). Abrupt cooling over the North Atlantic in modern climate models. Nature Communications, 8(1), 14375. https://doi.org/10.1038/ncomms14375
Soci, C., Hersbach, H., Simmons, A., Poli, P., Bell, B., Berrisford, P., et al. (2024). The ERA5 global reanalysis from 1940 to 2022 [Dataset]. Quarterly Journal of the Royal Meteorological Society, 150(764), 4014–4048. https://doi.org/10.1002/qj.4803
The Firn Symposium Team. (2024). Firn on ice sheets. Nature Reviews Earth & Environment. https://doi.org/10.1038/s43017-023-00507-9
Vincent, W. F. (2020). Arctic climate change: Local impacts, global consequences, and Policy implications BT. In K. S. Coates & C. Holroyd (Eds.), The palgrave handbook of arctic policy and politics (pp. 507–526). Springer International Publishing.
Voveris, J., & Serreze, M. (2023). A tale of two events: Arctic rain-on-snow meteorological drivers. Annals of Glaciology, 64(92), 1–12. https://doi.org/10.1017/aog.2023.25
Ward, J. H. J. (1963). Hierarchical grouping to optimize an objective function. Journal of the American Statistical Association, 58(301), 236–244. https://doi.org/10.1080/01621459.1963.10500845
Wendisch, M., Brückner, M., Crewell, S., Ehrlich, A., Notholt, J., Lüpkes, C., et al. (2023). Atmospheric and surface processes, and feedback mechanisms determining arctic amplification. Bulletin of the American Meteorological Society, 104(1), E208–E242. https://doi.org/10.1175/BAMS-D-21-0218.1
Wille, J. D., Alexander, S. P., Amory, C., Baiman, R., Barthélemy, L., Bergstrom, D. M., et al. (2024). The extraordinary March 2022 East Antarctica “Heat” wave. Part II: Impacts on the antarctic ice sheet. Journal of Climate, 37(3), 779–799. https://doi.org/10.1175/JCLI-D-23-0176.1
Wille, J. D., Favier, V., Gorodetskaya, I. V., Agosta, C., Baiman, R., Barrett, J. E., et al. (2025). Atmospheric rivers in Antarctica. Nature Reviews Earth & Environment, 6(3), 178–192. https://doi.org/10.1038/s43017-024-00638-7
Wille, J. D., Favier, V., Jourdain, N. C., Kittel, C., Turton, J. V., Agosta, C., et al. (2022). Intense atmospheric rivers can weaken ice shelf stability at the Antarctic Peninsula. Communications Earth & Environment, 3(1), 90. https://doi.org/10.1038/s43247-022-00422-9
Wille, J. D., Favier, V., V Gorodetskaya, I., Agosta, C., Kittel, C., Beeman, J. C., et al. (2021). Antarctic Atmospheric River climatology and precipitation impacts. Journal of Geophysical Research: Atmospheres, 126(8), e2020JD033788. https://doi.org/10.1029/2020jd033788
Wille, J. D., Pohl, B., Favier, V., Winters, A. C., Baiman, R., Cavallo, S. M., et al. (2024). Examining atmospheric River life cycles in East Antarctica. Journal of Geophysical Research: Atmospheres, 129(8), e2023JD039970. https://doi.org/10.1029/2023JD039970
Wunderling, N., Winkelmann, R., Rockström, J., Loriani, S., Armstrong McKay, D. I., Ritchie, P. D. L., et al. (2023). Global warming overshoots increase risks of climate tipping cascades in a network model. Nature Climate Change, 13(1), 75–82. https://doi.org/10.1038/s41558-022-01545-9
Zhang, P., Chen, G., Ting, M., Leung, L. R., Ruby Leung, L., Guan, B., & Li, L. (2023). More frequent atmospheric rivers slow the seasonal recovery of Arctic sea ice. Nature Climate Change, 13(3), 266–273. https://doi.org/10.1038/s41558-023-01599-3
Zhu, Y., & Newell, R. E. (1994). Atmospheric rivers and bombs. Geophysical Research Letters, 21(18), 1999–2002. https://doi.org/10.1029/94GL01710