| Abraham, J., L. J. Cheng, M. E. Mann, K. Trenberth, and K. von Schuckmann, 2022: The ocean response to climate change guides both adaptation and mitigation efforts. Atmospheric and Oceanic Science Letters, 15, 100221, https://doi.org/10.1016/j.aosl.2022.100221. |
| Abraham, J., and Coauthors, 2013: A review of global ocean temperature observations: Implications for ocean heat content estimates and climate change. Rev. Geophys., 51, 450−483, https://doi.org/10.1002/rog.20022. |
| Argo, 2022: Argo Float Data and Metadata from Global Data Assembly Centre (Argo GDAC). SEANOE, |
| Armour, K. C., J. Marshall, J. R. Scott, A. Donohoe, and E. R. Newsom, 2016: Southern Ocean warming delayed by circumpolar upwelling and equatorward transport. Nature Geoscience, 9, 549−554, https://doi.org/10.1038/ngeo2731. |
| Boyer, T. P., and Coauthors, 2018: World Ocean Database 2018. A. V. Mishonov, Technical Editor, NOAA Atlas NESDIS 87. |
| Cheng, L., and Coauthors, 2022a: Past and future ocean warming. Nature Reviews Earth & Environment, 3, 776−794, https://doi.org/10.1038/s43017-022-00345-1. |
| Cheng, L. J., J. Zhu, R. Cowley, T. Boyer, and S. Wijffels, 2014: Time, probe type, and temperature variable bias corrections to historical expendable bathythermograph observations. J. Atmos. Oceanic Technol., 31(8), 1793−1825, https://doi.org/10.1175/JTECH-D-13-00197.1. |
| Cheng, L. J., G. Foster, Z. Hausfather, K. E. Trenberth, and J. Abraham, 2022b: Improved quantification of the rate of ocean warming. J. Climate, 35, 4827−4840, https://doi.org/10.1175/JCLI-D-21-0895.1. |
| Cheng, L. J., K. E. Trenberth, J. Fasullo, T. Boyer, J. Abraham, and J. Zhu, 2017a: Improved estimates of ocean heat content from 1960 to 2015. Science Advances, 3, e1601545, https://doi.org/10.1126/sciadv.1601545. |
| Cheng, L. J., K. E. Trenberth, J. T. Fasullo, M. Mayer, M. Balmaseda, and J. Zhu, 2019: Evolution of ocean heat content related to ENSO. J. Climate, 32, 3529−3556, https://doi.org/10.1175/JCLI-D-18-0607.1. |
| Cheng, L. J., K. E. Trenberth, J. T. Fasullo, J. P. Abraham, T. P. Boyer, K. von Schuckmann, and J. Zhu, 2017b: Taking the pulse of the planet. EOS, 98, 14−15, https://doi.org/10.1029/2017EO081839. |
| Cheng, L., K. E. Trenberth, N. Gruber, J. P. Abraham,J. T. Fasullo, G. Li, M. E. Mann, X. Zhao, and J. Zhu, 2020: Improved estimates of changes in upper ocean salinity and the hydrological cycle. J. Clim., 33, 10357−10381, https://doi.org/10.1175/JCLI-D-20-0366.1. |
| Cowley R., and Coauthors, 2021: International Quality-Controlled Ocean Database (IQuOD) v0.1: The Temperature Uncertainty Specification. Front. Mar. Sci., 8: 689695. https://doi.org/10.3389/fmars.2021.689695. |
| Ding, Q. H., E. J. Steig, D. S. Battisti, and M. Küttel, 2011: Winter warming in West Antarctica caused by central tropical Pacific warming. Nature Geoscience, 4, 398−403, https://doi.org/10.1038/ngeo1129. |
| Durack, P. J., 2015: Ocean salinity and the global water cycle. Oceanography, 28, 20−31, https://doi.org/10.5670/oceanog.2015.03. |
| Escudier, R., and Coauthors, 2020: Mediterranean Sea Physical Reanalysis (CMEMS MED-Currents) (Version 1) [Data set]. Copernicus Monitoring Environment Marine Service (CMEMS). https://doi.org/10.25423/CMCC/MEDSEA_MU LTIYEAR_PHY_006_004_E3R1. |
| Escudier, R., and Coauthors, 2021: A High Resolution Reanalysis for the Mediterranean Sea. Front. Earth Sci. 9:702285. https:/doi.org/10.3389/feart.2021.702285. |
| Fasullo, J. T., and R. S. Nerem, 2018: Altimeter-era emergence of the patterns of forced sea-level rise in climate models and implications for the future. Proceedings of the National Academy of Sciences of the United States of America, 115, 12 944−12 949, |
| Fasullo, J. T., N. Rosenbloom, R. R. Buchholz, G. Danabasoglu, D. M. Lawrence, and J.-F. Lamarque, 2021: Coupled Climate Responses to Recent Australian Wildfire and COVID-19 Emissions Anomalies Estimated in CESM2, Geo. Res. Lett., |
| Feng, M., H. H. Hendon, S. P. Xie, A. G. Marshall, A. Schiller, Y. Kosaka, N. Caputi, and A. Pearce, 2015: Decadal increase in Ningaloo Niño since the late 1990s. Geophys. Res. Lett., 42, 104−112, https://doi.org/10.1002/2014GL062509. |
| Fischer, E. M., S. Sippel, and R. Knutti, 2021: Increasing probability of record-shattering climate extremes. Nature Climate Change, 11, 689−695, https://doi.org/10.1038/s41558-021-01092-9. |
| Gouretski, V., and L. J. Cheng, 2020: Correction for systematic errors in the global dataset of temperature profiles from mechanical bathythermographs. J. Atmos. Oceanic Technol., 37(5), 841−855, https://doi.org/10.1175/JTECH-D-19-0205.1. |
| Gouretski, V., L. J. Cheng, and T. Boyer, 2022: On the consistency of the bottle and CTD profile data. J. Atmos. Oceanic Technol., 39(12), 1869−1887, https://doi.org/10.1175/JTECH-D-22-0004.1. |
| Hansen, J., M. Sato, P. Kharecha, and K. von Schuckmann, 2011: Earth's energy imbalance and implications. Atmospheric Chemistry and Physics, 11, 13 421−13 449, |
| Huang, R. X., L. S. Yu, and S. Q. Zhou, 2018: New definition of potential spicity by the least square method. J. Geophys. Res.: Oceans, 123(10), 7351−7365, https://doi.org/10.1029/2018JC014306. |
| Ishii, M., and M. Kimoto, 2009: Reevaluation of historical ocean heat content variations with time-varying XBT and MBT depth bias corrections. Journal Oceanography, 65, 287−299, https://doi.org/10.1007/s10872-009-0027-7. |
| Johnson, G., and Coauthors, 2018: Ocean heat content [in State of the Climate in 2017]. Bull. Amer. Meteor. Soc., 99, S72−S77. |
| Levitus, S., J. I. Antonov, T. P. Boyer, R. A. Locarnini, H. E. Garcia, and A. V. Mishonov, 2009: Global ocean heat content 1955-2008 in light of recently revealed instrumentation problems. Geophys. Res. Lett., 36, L07608, https://doi.org/10.1029/2008GL037155. |
| Levitus, S., and Coauthors, 2012: World ocean heat content and thermosteric sea level change (0−2000 m), 1955−2010. Geophys. Res. Lett., 39, L10603, https://doi.org/10.1029/2012GL051106. |
| Li, G. C., L. J. Cheng, J. Zhu, K. E. Trenberth, M. E. Mann, and J. P. Abraham, 2020a: Increasing ocean stratification over the past half-century. Nature Climate Change, 10, 1116−1123, https://doi.org/10.1038/s41558-020-00918-2. |
| Li, X. C., and Coauthors, 2021: Tropical teleconnection impacts on Antarctic climate changes. Nature Reviews Earth & Environment, 2, 680−698, https://doi.org/10.1038/S43017-021-00204-5. |
| Li, Y. L., W. Q. Han, and L. Zhang, 2017: Enhanced decadal warming of the southeast Indian Ocean during the recent global surface warming slowdown. Geophys. Res. Lett., 44, 9876−9884, https://doi.org/10.1002/2017GL075050. |
| Li, Y. L., W. Q. Han, F. Wang, L. Zhang, and J. Duan, 2020b: Vertical structure of the upper-Indian Ocean thermal variability. J. Climate, 33, 7233−7253, https://doi.org/10.1175/JCLI-D-19-0851.1. |
| McPhaden, M. J., 2012: A 21st century shift in the relationship between ENSO SST and warm water volume anomalies. Geophys. Res. Lett., 39, L09706, https://doi.org/10.1029/2012GL051826. |
| Murakami, H., 2022: Substantial global influence of anthropogenic aerosols on tropical cyclones over the past 40 years. Science Advances, 8, eabn9493, https://doi.org/10.1126/sciadv.abn9493. |
| Nguyen, P. L., S. K. Min, and Y. H. Kim, 2021: Combined impacts of the El Niño‐Southern Oscillation and Pacific decadal oscillation on global droughts assessed using the standardized precipitation evapotranspiration index. International Journal of Climatology, 41, E1645−E1662, https://doi.org/10.1002/joc.6796. |
| Nigam, T., and Coauthors, 2021: Mediterranean Sea Physical Reanalysis INTERIM (CMEMS MED-Currents, E3R1i system) (Version 1) [Data set]. Copernicus Monitoring Environment Marine Service (CMEMS). https://doi.org/10.25423/ CMCC/MEDSEA_MULTIYEAR_PHY_006_004_E3R1I. |
| Rahmstorf, S., J. E. Box, G. Feulner, M. E. Mann, A. Robinson, S. Rutherford, and E. J. Schaffernicht, 2015: Exceptional twentieth-Century slowdown in Atlantic Ocean overturning circulation. Nature Climate Change, 5, 475−480, https://doi.org/10.1038/nclimate2554. |
| Ren, Q. P., Y.-O. Kwon, J. Y. Yang, R.-X. Huang, Y. L. Li, and F. Wang, 2022: Increasing inhomogeneity of the global oceans. Geophys. Res. Lett., 49, e2021GL097598, https://doi.org/10.1029/2021GL097598. |
| Rhein, M., and Coauthors, 2013: Observations: Ocean. Climate Change 2013: The Physical Science Basis. Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change, T. F. Stocker et al., Eds., Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA. |
| Scannell, H. A., G. C. Johnson, L. Thompson, J. M. Lyman, and S. C. Riser, 2020: Subsurface evolution and persistence of marine heatwaves in the Northeast Pacific. Geophys. Res. Lett., 47, e2020GL090548, https://doi.org/10.1029/2020GL090548. |
| Schmitt, R. W., 1995: The ocean component of the global water cycle. Rev. Geophys., 33(Suppl. 2), 1395−1409, |
| Simoncelli, S., and Coauthors., 2022: A collaborative framework among data producers, managers, and users. In: Manzella, G., Novellino, A. (Eds.), Ocean Science Data: Collection, Management, Networking and Services. Elsevier, pp. 197–280. |
| Trenberth, K. E., and J. T. Fasullo, 2013: An apparent hiatus in global warming? Earth’s Future, 1, 19−32, https://doi.org/10.1002/2013EF000165. |
| Trenberth, K. E., J. T. Fasullo, and J. Kiehl, 2009: Earth’s global energy budget. Bull. Amer. Meteor. Soc., 90, 311−324, https://doi.org/10.1175/2008BAMS2634.1. |
| Trenberth, K. E., J. T. Fasullo, and M. A. Balmaseda, 2014: Earth's energy imbalance. J. Climate, 27, 3129−3144, https://doi.org/10.1175/JCLI-D-13-00294.1. |
| Trenberth, K. E., L. J. Cheng, P. Jacobs, Y. X. Zhang, and J. Fasullo, 2018: Hurricane Harvey links to ocean heat content and climate change adaptation. Earth's Future, 6, 730−744, https://doi.org/10.1029/2018EF000825. |
| Truchelut, R. E., P. J. Klotzbach, E. M. Staehling, K. M. Wood, D. J. Halperin, C. J. Schreck, and E. S. Blake, 2022: Earlier onset of North Atlantic hurricane season with warming oceans. Nature Communications, 13, 4646, https://doi.org/10.1038/s41467-022-31821-3. |
| Vecchi, G. A., C. Landsea, W. Zhang, G. Villarini, and T. Knutson, 2021: Changes in Atlantic major hurricane frequency since the late-19th century. Nature Communications, 12, 4054, https://doi.org/10.1038/s41467-021-24268-5. |
| Volkov, D. L., S.-K. Lee, A. L. Gordon, and M. Rudko, 2020: Unprecedented reduction and quick recovery of the South Indian Ocean heat content and sea level in 2014–2018. Science Advances, 6, eabc1151, https://doi.org/10.1126/sciadv.abc1151. |
| von Schuckmann, K., and Coauthors, 2016: An imperative to monitor Earth’s energy imbalance. Nature Climate Change, 6, 138−144, https://doi.org/10.1038/nclimate2876. |
| von Schuckmann, K., and Coauthors, 2020: Heat stored in the Earth system: Where does the energy go? Earth System Science Data, 12, 2013−2041, https://doi.org/10.5194/essd-12-2013-2020. |
| Wang, G. J., and Coauthors, 2022: Future Southern Ocean warming linked to projected ENSO variability. Nature Climate Change, 12, 649−654, https://doi.org/10.1038/s41558-022-01398-2. |
| Wernberg, T., D. A. Smale, F. Tuya, M. S. Thomsen, T. J. Langlois, T. De Bettignies, S. Bennett, and C. S. Rousseaux, 2013: An extreme climatic event alters marine ecosystem structure in a global biodiversity hotspot. Nature Climate Change, 3, 78−82, https://doi.org/10.1038/nclimate1627. |
| Yu, L. S., S. A. Josey, F. M. Bingham, and T. Lee, 2020: Intensification of the global water cycle and evidence from ocean salinity: A synthesis review. Annals of the New York Academy of Sciences, 1472, 76−94, https://doi.org/10.1111/nyas.14354. |
| Zika, J. D., N. Skliris, A. T. Blaker, R. Marsh, A. J. G. Nurser, and S. A. Josey, 2018: Improved estimates of water cycle change from ocean salinity: The key role of ocean warming. Environmental Research Letters, 13, 074036, https://doi.org/10.1088/1748-9326/aace42. |