Abstract
Abrupt changes at decadal time scale are recurrent events in the modern climate system. Using multiple trend-change detection methods, here we report such an abrupt trend change in the early 2010s in the altimetry-based global mean sea level record, as well as in its thermal and mass components. Abrupt trend change in the mass component is mostly due to terrestrial water storage and to a lesser extent to ice sheet melting. The linear rate of rise of the global mean sea level increases abruptly from 2.9 ± 0.22 mm yr−1 over 1993–2011 to 4.1 ± 0.25 mm yr−1 over 2012–2024. Abrupt trend changes in numerous climate parameters have also been reported in the early 2010s, suggesting a more global phenomenon. Internal climate variability is likely the main driver of the early 2010s sharp change observed in sea level and components, although one cannot totally exclude any additional contribution from increased radiative forcing.
Similar content being viewed by others
Data availability
The DT2024 gridded altimetry data set is available from the Copernicus web site (https://climate.copernicus.eu (https://doi.org/10.24381/cds.4c328c78)). The DT2021 global mean sea level time series is available at https://www.aviso.altimetry.fr/en/data/products/ocean-indicators-products/mean-sea-level/data-acces.html. The Argo data are available from the https://sio-argo.ucsd.edu and https://apdrc.soest.hawaii.edu/projects/argo websites. The OHC data are available from Magellium/LEGOS at https://doi.org/10.24400/527896/A01-2020.003. The glacier mass balance data are available from Copernicus at https://doi.org/10.24381/CDS.BA597449. The IMBIE ice sheet mass balance is available at https://doi.org/10.5285/77B64C55-7166-4A06-9DEF-2E400398E452.
References
IPCC. Climate Change 2021—The Physical Science Basis: Working Group I Contribution to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change. https://doi.org/10.1017/9781009157896 (Cambridge University Press, 2021).
Leclercq, L. et al. Spatio-temporal changes in interannual sea level along the world coastlines. Glob. Planet. Chang. 253, 104972 (2025).
Dangendorf, S. et al. Acceleration of U.S. Southeast and Gulf Coast sea-level rise amplified by internal climate variability. Nat. Commun. 14, 1935 (2023).
Yin, J. Rapid decadal acceleration of sea level rise along the US East and Gulf coasts during 2010–22 and its impact on hurricane-induced storm surge. J. Clim. 36, 4511–4529 (2023).
Steinberg, J. M., Piecuch, C. G., Hamlington, B. D., Thompson, P. R. & Coats, S. Influence of deep-ocean warming on coastal sea-level decadal trends in the Gulf of Mexico. J. Geophys. Res. Oceans 129, e2023JC019681 (2024).
Leclercq, L. et al. Coastal sea level rise at altimetry-based virtual stations in the Gulf of Mexico. Adv. Space Res. 75, 1636–165275 (2025).
Cheng, X. et al. Regime shift of the sea level trend in the South China Sea modulated by the tropical Pacific decadal variability. Geophys. Res. Lett. 50, e2022GL102708 (2023).
Zhao, K. et al. Detecting change-point, trend, and seasonality in satellite time series data to track abrupt changes and nonlinear dynamics: a Bayesian ensemble algorithm. Remote Sens. Environ. 232, 111181 (2019).
Oelsmann, J. et al. Bayesian modelling of piecewise trends and discontinuities to improve the estimation of coastal vertical land motion: DiscoTimeS: a method to detect change points in GNSS, satellite altimetry, tide gauge and other geophysical time series. J. Geod. 96, 62 (2022).
Dieng, H. B., Cazenave, A., Meyssignac, B. & Ablain, M. New estimate of the current rate of sea level rise from a sea level budget approach. Geophys. Res. Lett. 44, 3744–3751 (2017).
Nerem, R. S. et al. Climate-change–driven accelerated sea-level rise detected in the altimeter era. Proc. Natl. Acad. Sci. 115, 2022–2025 (2018).
Guérou, A. et al. Current observed global mean sea level rise and acceleration estimated from satellite altimetry and the associated measurement uncertainty. Ocean Sci. 19, 431–451 (2023).
Hamlington, B. D. et al. The rate of global sea level rise doubled during the past three decades. Commun. Earth Environ. 5, 1–4 (2024).
Dangendorf, S. et al. Persistent acceleration in global sea-level rise since the 1960s. Nat. Clim. Change 9, 705–710 (2019).
Akaike, H. Information Theory and an Extension of the Maximum Likelihood Principle. in Selected Papers of Hirotugu Akaike (eds Parzen, E., Tanabe, K. & Kitagawa, G.) 199–213 (Springer, 1998).
Schwarz, G. Estimating the dimension of a model. Ann. Stat. 6, 461–464 (1978).
IPCC. Special Report on the Ocean and Cryosphere in a Changing Climate (eds Pörtner, H.-O. et al.) 755 (Cambridge University Press, Cambridge, UK and New York, NY, USA, 2019).
Rodionov, S. N. A sequential algorithm for testing climate regime shifts. Geophys. Res. Lett. 31, L09204 (2004).
Overland, J., Rodionov, S., Minobe, S. & Bond, N. North Pacific regime shifts: definitions, issues and recent transitions. Prog. Oceanogr. 77, 92–102 (2008).
Buzzanga, B., Hamlington, B., Fasullo, J., Landerer, F. & Peidou, A. Interdecadal variability of terrestrial water storage since 2003. Commun. Earth Environ. 6, 1–9 (2025).
Zhang, X. et al. Understanding the shift in drivers of terrestrial water storage decline in the central Inner Mongolian steppe over the past two decades. J. Hydrol. 636, 131312 (2024).
Sun, N. et al. Amplified extreme floods and shifting flood mechanisms in the Delaware River Basin in future climates. Earth’s. Future 12, e2023EF003868 (2024).
Subrahmanyam, K. V. et al. Regional shift in the peak time of maximum Indian summer monsoon rainfall in recent decades. Geophys. Res. Lett. 52, e2024GL112697 (2025).
Preece, J. R. et al. Summer atmospheric circulation over Greenland in response to Arctic amplification and diminished spring snow cover. Nat. Commun. 14, 3759 (2023).
Graversen, R. G., Heiskanen, T., Bintanja, R. & Goelzer, H. Abrupt increase in Greenland melt enhanced by atmospheric wave changes. Clim. Dyn. 62, 7171–7183 (2024).
Nghiem, S. V. et al. The extreme melt across the Greenland ice sheet in 2012. Geophys. Res. Lett. 39, L20502 (2012).
Lee, S.-K. et al. A pause in the weakening of the Atlantic meridional overturning circulation since the early 2010s. Nat. Commun. 15, 10642 (2024).
Xiao, D. & Ren, H.-L. A regime shift in North Pacific annual mean sea surface temperature in 2013/14. Front. Earth Sci. 10, 2022 (2023).
Merchant, C. J., Allan, R. P. & Embury, O. Quantifying the acceleration of multidecadal global sea surface warming driven by Earth’s energy imbalance. Environ. Res. Lett. 20, 024037 (2025).
Wang, L. et al. Recent shift in the warming of the southern oceans modulated by decadal climate variability. Geophys. Res. Lett. 48, e2020GL090889 (2021).
Jouanno, J., Berthet, S., Muller-Karger, F., Aumont, O. & Sheinbaum, J. An extreme North Atlantic Oscillation event drove the pelagic Sargassum tipping point. Commun. Earth Environ. 6, 1–11 (2025).
Loeb, N. G. et al. Satellite and ocean data reveal marked increase in Earth’s heating rate. Geophys. Res. Lett. 48, e2021GL093047 (2021).
Kramer, R. J. et al. Observational evidence of increasing global radiative forcing. Geophys. Res. Lett. 48, e2020GL091585 (2021).
Jenkins, S. et al. Is Anthropogenic global warming accelerating?. J. Clim. 35, 7873–7890 (2022).
Hakuba, M. Z. et al. Trends and variability in Earth’s energy imbalance and ocean heat uptake since 2005. Surv. Geophys 45, 1721–1756 (2024).
Trenberth, K. E. & Fasullo, J. T. An apparent hiatus in global warming. Earth’s. Future 1, 19–32 (2013).
Smith, D. Has global warming stalled. Nat. Clim. Chang. 3, 618–619 (2013).
Fyfe, J. C. et al. Making sense of the early-2000s warming slowdown. Nat. Clim. Chang. 6, 224–228 (2016).
Meehl, G. A., Arblaster, J. M., Fasullo, J. T., Hu, A. & Trenberth, K. E. Model-based evidence of deep-ocean heat uptake during surface-temperature hiatus periods. Nat. Clim. Chang. 1, 360–364 (2011).
Kosaka, Y. & Xie, S.-P. Recent global-warming hiatus tied to equatorial Pacific surface cooling. Nature 501, 403–407 (2013).
Watanabe, M. et al. Strengthening of ocean heat uptake efficiency associated with the recent climate hiatus. Geophys. Res. Lett. 40, 3175–3179 (2013).
England, M. H. et al. Recent intensification of wind-driven circulation in the Pacific and the ongoing warming hiatus. Nat. Clim. Change 4, 222–227 (2014).
Nieves, V., Willis, J. K. & Patzert, W. C. Recent hiatus caused by decadal shift in Indo-Pacific heating. Science 349, 532–535 (2015).
Trenberth, K. E. Has there been a hiatus. Science 349, 691–692 (2015).
Quaas, J. et al. Robust evidence for reversal of the trend in aerosol effective climate forcing. Atmos. Chem. Phys. 22, 12221–12239 (2022).
Hodnebrog, O. et al. Recent reductions in aerosol emissions have increased Earth’s energy imbalance. Commun. Earth Environ. 5, 166 (2024).
Liu, L., Wen, Z., Liu, S., Zhang, X. & Liu, X. Decline in atmospheric nitrogen deposition in China between 2010 and 2020. Nat. Geosci. 17, 733–736 (2024).
Pan, D. et al. Regime shift in secondary inorganic aerosol formation and nitrogen deposition in the rural United States. Nat. Geosci. 17, 617–623 (2024).
Allan, R. P. & Merchant, C. J. Reconciling Earth’s growing energy imbalance with ocean warming. Environ. Res. Lett. 20, 044002 (2025).
Forster, P. M. et al. Indicators of Global Climate Change 2022: annual update of large-scale indicators of the state of the climate system and human influence. Earth Syst. Sci. Data 15, 2295–2327 (2023).
Fraedrich, K., Gerstengarbe, F.-W. & Werner, P. C. Climate Shifts during the Last Century. Clim. Chang. 50, 405–417 (2001).
Miller, A. J., Cayan, D. R., Barnett, T. P., Graham, N. E. & Oberhuber, J. M. The 1976-77 climate shift of the Pacific ocean. Oceanography 7, 21–26 (1994).
Trenberth, K. E. & Hurrell, J. W. Decadal atmosphere-ocean variations in the Pacific. Clim. Dyn. 9, 303–319 (1994).
Wu, L., Lee, D. E. & Liu, Z. The 1976/77 North Pacific climate regime shift: the role of subtropical ocean adjustment and coupled ocean–atmosphere feedbacks. J. Clim. 18, 5125–5140 (2005).
Hartmann, B. & Wendler, G. The significance of the 1976 Pacific climate shift in the climatology of Alaska. J. Clim. 18, 4824–4839 (2005).
Xavier, A. K., Varikoden, H., Babu, C. A. & Reshma, T. Influence of PDO and ENSO with Indian summer monsoon rainfall and its changing relationship before and after 1976 climate shift. Clim. Dyn. 61, 5465–5482 (2023).
Xiao, D. Spatial–temporal characteristics of the atmospheric decadal abrupt changes around 2013 and their differences from those in the late 1970s. Clim. Dyn. 63, 118 (2025).
Dangendorf, S. et al. Probabilistic reconstruction of sea-level changes and their causes since 1900. Earth Syst. Sci. Data 16, 3471–3494 (2024).
Kocha, C. et al. 30 years of sea level anomaly reprocessed to improve climate and mesoscale satellite data record, https://ostst.aviso.altimetry.fr/programs/2023-ostst-complete-program, https://doi.org/10.24400/527896/a03-2023.3804 (2023).
Peltier, W.R., Argus, D. F. & Drummond, R. Comment on “An assessment of the ICE-6G_C (VM5a) glacial isostatic adjustment model” by Purcell et al. J. Geophys. Res. Solid Earth 123, 2019–2028 (2018).
Brown, S., Willis, J. K. & Fournier, S. Jason-3 wet path delay correction. Ver. F. PO.DAAC, CA, USA, https://doi.org/10.5067/J3L2G-PDCOR (2023).
Prandi, P. et al. Local sea level trends, accelerations and uncertainties over 1993–2019. Sci. Data 8, 1 (2021).
Roemmich, D. & Gilson, J. The 2004–2008 mean and annual cycle of temperature, salinity, and steric height in the global ocean from the Argo Program. Prog. Oceanogr. 82, 81–100 (2009).
Hosoda, S., Ohira, T. & Nakamura, T. A monthly mean dataset of global oceanic temperature and salinity derived from Argo float observations. JAMSTEC Rep. Res. Dev. 8, 47–59 (2008).
Good, S. A., Martin, M. J. & Rayner, N. A. EN4: quality controlled ocean temperature and salinity profiles and monthly objective analyses with uncertainty estimates. J. Geophys. Res. Oceans 118, 6704–6716 (2013).
Gaillard, F., Reynaud, T., Thierry, V., Kolodziejczyk, N. & von Schuckmann, K. In situ–based reanalysis of the global ocean temperature and salinity with ISAS: variability of the heat content and steric height. J. Clim. 29, 1305–1323 (2016).
Kolodziejczyk, N., Prigent-Mazella, A. & Gaillard, F. ISAS temperature, salinity, dissolved oxygen gridded fields, SEANOE, https://doi.org/10.17882/52367 (2023).
Marti, F. et al. Monitoring the ocean heat content change and the Earth energy imbalance from space altimetry and space gravimetry. Earth Syst. Sci. Data 14, 229–249 (2022).
Blazquez, A. et al. Exploring the uncertainty in GRACE estimates of the mass redistributions at the Earth surface: implications for the global water and sea level budgets. Geophys. J. Int. 215, 415–430 (2018).
Horwath, M. et al. Global sea-level budget and ocean-mass budget, with a focus on advanced data products and uncertainty characterisation. Earth Syst. Sci. Data 14, 411–447 (2022).
Magellium/LEGOS. OHC/EEI from space: climate indicators: Ocean heat content and Earth energy imbalance. https://doi.org/10.24400/527896/A01-2020.003 (2023).
Shepherd, A. et al. Antarctic and Greenland Ice Sheet mass balance 1992-2020 for IPCC AR6. https://doi.org/10.5285/77B64C55-7166-4A06-9DEF-2E400398E452 (2021).
Otosaka, I. N. et al. Mass balance of the Greenland and Antarctic ice sheets from 1992 to 2020. Earth Syst. Sci. Data 15, 1597–1616 (2023).
Copernicus Climate Change Service. Glacier mass change gridded data from 1976 to present derived from the Fluctuations of Glaciers Database. https://doi.org/10.24381/CDS.BA597449 (2023).
Boergens, E., Dobslaw, H. & Dill, R. GFZ GravIS RL06 Continental Water Storage Anomalies. https://doi.org/10.5880/GFZ.GRAVIS_06_L3_TWS (2019).
Boergens, E. et al. Uncertainties of GRACE-based terrestrial water storage anomalies for arbitrary averaging regions. J. Geophys. Res. Solid Earth 127, e2021JB022081 (2022).
Dahle, C. & Murböck, M. Post-processed GRACE/GRACE-FO Geopotential GSM Coefficients GFZ RL06 (Level-2B Product). https://doi.org/10.5880/GFZ.GRAVIS_06_L2B (2019).
Legates, D. R. & Outcalt, S. I. Detection of climate transitions and discontinuities by Hurst rescaling. Int. J. Climatol. 42, 4753–4772 (2022).
Beaugrand, G. Theoretical basis for predicting climate-induced abrupt shifts in the oceans. Philos. Trans. R. Soc. B Biol. Sci. 370, 20130264 (2015).
Maeng, H. & Fryzlewicz, P. Detecting linear trend changes in data sequences. Stat. Pap. 65, 1645–1675 (2024).
Gupta, M., Wadhvani, R. & Rasool, A. Comprehensive analysis of change-point dynamics detection in time series data: a review. Expert Syst. Appl. 248, 123342 (2024).
Li, J., Li, Z.-L., Wu, H. & You, N. Trend, seasonality, and abrupt change detection method for land surface temperature time-series analysis: evaluation and improvement. Remote Sens. Environ. 280, 113222 (2022).
Hoffman, M. D. & Gelman, A. The No-U-Turn sampler: adaptively setting path lengths in Hamiltonian Monte Carlo. J. Mach. Learn. Res. 15, 1593–1623 (2014).
Vehtari, A., Gelman, A. & Gabry, J. Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC. Stat. Comput. 27, 1413–1432 (2017).
Acknowledgements
This study is partly funded by the ESA Climate Change Initiative Sea Level project (https://climate.esa.int/en/projects/sea-level). L.L. is supported by this project (grant number 4000126561/19/I-NB).
Author information
Authors and Affiliations
Contributions
A.C. and L.L. designed the study. L.L. and J.O. analyzed the data. A.C., L.L., and J.O. wrote a first version of the manuscript. All co-authors, A.C., L.L., J.O., M.P., S.J., S.C., J.F.L., F.B., R.A., contributed to discussing the results, to editing and final writing of the manuscript.
Corresponding author
Ethics declarations
Competing interests
The authors declare no competing interests
Peer review
Peer review information
Communications Earth and Environment thanks John Church, Christian Franzke and the other, anonymous, reviewer(s) for their contribution to the peer review of this work. Primary Handling Editors: Nicole Khan and Alice Drinkwater. [A peer review file is available].
Additional information
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary information
Rights and permissions
Open Access This article is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License, which permits any non-commercial use, sharing, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if you modified the licensed material. You do not have permission under this licence to share adapted material derived from this article or parts of it. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by-nc-nd/4.0/.
About this article
Cite this article
Leclercq, L., Oelsmann, J., Cazenave, A. et al. Abrupt trend change in global mean sea level and its components in the early 2010s. Commun Earth Environ (2026). https://doi.org/10.1038/s43247-025-03149-5
Received:
Accepted:
Published:
DOI: https://doi.org/10.1038/s43247-025-03149-5


