| Adler, R. F., and Coauthors, 2018: The global precipitation climatology project (GPCP) monthly analysis (New Version 2.3) and a review of 2017 global precipitation. Atmosphere, 9(4), 138, https://doi.org/10.3390/atmos9040138. |
| Berrisford, P., P. Kållberg, S. Kobayashi, D. Dee, S. Uppala, A. J. Simmons, P. Poli, and H. Sato, 2011: Atmospheric conservation properties in ERA-Interim. Quart. J. Roy. Meteor. Soc., 137(659), 1381−1399, https://doi.org/10.1002/qj.864. |
| Bindoff, N. L., and Coauthors, 2019: Changing ocean, marine ecosystems, and dependent communities. IPCC Special Report on the Ocean and Cryosphere in a Changing Climate, H.-O. Pörtner et al., Eds., IPCC. Cambridge University Press, Cambridge, UK and New York, NY, USA, pp. 447-587. |
| Bingham, F. M., G. R. Foltz, and M. J. Mcphaden, 2010: Seasonal cycles of surface layer salinity in the Pacific Ocean. Ocean Science, 6(3), 775−787, https://doi.org/10.5194/os-6-775-2010. |
| Bingham, F. M., G. R. Foltz, and M. J. Mcphaden, 2012: Characteristics of the seasonal cycle of surface layer salinity in the global ocean. Ocean Science, 8(5), 915−929, https://doi.org/10.5194/os-8-915-2012. |
| Boyer, T. P., and S. Levitus, 2002: Harmonic analysis of climatological sea surface salinity. J. Geophys. Res., 107(C12), 8006, https://doi.org/10.1029/2001JC000829. |
| Bronselaer, B., and L. Zanna, 2020: Heat and carbon coupling reveals ocean warming due to circulation changes. Nature, 584, 227−233, https://doi.org/10.1038/s41586-020-2573-5. |
| Cheng, L. J., and Coauthors, 2020: Improved estimates of changes in upper ocean salinity and the hydrological cycle. J. Climate, 33(23), 10 357−10 381, |
| Curry, R., B. Dickson, and I. Yashayaev, 2003: A change in the freshwater balance of the Atlantic Ocean over the past four decades. Nature, 426, 826−829, https://doi.org/10.1038/nature02206. |
| Dai, A. G., T. T. Qian, K. E. Trenberth, and J. D. Milliman, 2009: Changes in continental freshwater discharge from 1948 to 2004,. J. Climate, 22, 2773−2792, https://doi.org/10.1175/2008JCLI2592.1. |
| Danabasoglu, G., S. G. Yeager, Y.-O. Kwon, J. J. Tribbia, A. S. Phillips, and J. W. Hurrell, 2012: Variability of the Atlantic meridional overturning circulation in CCSM4,. J. Climate, 25, 5153−5172, https://doi.org/10.1175/JCLI-D-11-00463.1. |
| Dee, D. P., and Coauthors, 2011: The ERA-interim reanalysis: Configuration and performance of the data assimilation system. Quart. J. Roy. Meteor. Soc., 137(656), 553−597, https://doi.org/10.1002/qj.828. |
| Delcroix, T., C. Henin, V. Porte, and P. Arkin, 1996: Precipitation and sea-surface salinity in the tropical Pacific Ocean. Deep Sea Research Part I: Oceanographic Research Papers, 43(7), 1123−1141, https://doi.org/10.1016/0967-0637(96)00048-9. |
| Delworth, T., S. Manabe, and R. J. Stouffer, 1993: Interdecadal variations of the thermohaline circulation in a coupled ocean-atmosphere model. J. Climate, 6, 1993−2011, https://doi.org/10.1175/1520-0442(1993)006<1993:IVOTTC>2.0.CO;2. |
| Delworth, T. L., and Coauthors, 2012: Simulated climate and climate change in the GFDL CM2.5 high-resolution coupled climate model. J. Climate, 25(8), 2755−2781, https://doi.org/10.1175/JCLI-D-11-00316.1. |
| Durack, P. J., S. E. Wijffels, and R. J. Matear, 2012: Ocean salinities reveal strong global water cycle intensification during 1950 to 2000,. Science, 336, 455−458, https://doi.org/10.1126/science.1212222. |
| Durack, P. J., S. E. Wijffels, and P. J. Gleckler, 2014: Long-term sea-level change revisited: The role of salinity. Environmental Research Letters, 9, 114017, https://doi.org/10.1088/1748-9326/9/11/114017. |
| Durack, P. J., P. J. Gleckler, S. G. Purkey, G. C. Johnson, J. M. Lyman, and T. P. Boyer, 2018: Ocean warming: From the surface to the deep in observations and models. J Oceanogr, 31(2), 41−51, https://doi.org/10.5670/oceanog.2018.227. |
| Eyring, V., S. Bony, G. A. Meehl, C. A. Senior, B. Stevens, R. J. Stouffer, and K. E. Taylor, 2016: Overview of the Coupled Model Intercomparison Project Phase 6 (CMIP6) experimental design and organization. Geoscientific Model Development, 9(5), 1937−1958, https://doi.org/10.5194/gmd-9-1937-2016. |
| Eyring, V., and Coauthors, 2021: Human influence on the climate system. Climate Change 2021: The Physical Science Basis. Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change, V. Masson-Delmotte et al., Eds., Cambridge University Press. In Press. |
| Fathrio, I., A. Manda, S. Iizuka, Y. M. Kodama, S. Ishida, 2017: Evaluation of CMIP5 models on sea surface salinity in the Indian Ocean. IOP Conference Series: Earth and Environmental Science, 54(1), 012039, https://doi.org/10.1088/1755-1315/54/1/012039. |
| Flato, G., and Coauthors, 2013: Evaluation of Climate Models. 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, 741−886. |
| Good, S. A., M. J. Martin, and N. A. Rayner, 2013: EN4: Quality controlled ocean temperature and salinity profiles and monthly objective analyses with uncertainty estimates. J. Geophys. Res., 118(12), 6704−6716, https://doi.org/10.1002/2013jc009067. |
| IPCC, 2013: Climate Change 2013: The Physical Science Basis. Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press. |
| IPCC, 2021: Summary for policymakers. Climate Change 2021: The Physical Science Basis. Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change, V. Masson-Delmotte et al., Eds., Cambridge University Press. in press. |
| Ishii, M., Y. Fukuda, S. Hirahara, S. Yasui, T. Suzuki and K. Sato, 2017: Accuracy of global upper ocean heat ccontent estimation expected from present observational data sets. SOLA, 13, 163−167, |
| Khosravi, N., Q. Wang, N. V. Koldunov, C. Hinrichs, T. Semmler, S. Danilov, and T. Jung, 2021: The Arctic Ocean in CMIP6 models: Biases and projected changes in temperature and salinity. Earth’s Future, 10, e2021EF002282, https://doi.org/10.1029/2021EF002282. |
| Kido, S., T. Tozuka, and W. Q. Han, 2019: Experimental assessments on impacts of salinity anomalies on the positive Indian Ocean Dipole. J. Geophys. Res., 124, 9462−9486, https://doi.org/10.1029/2019JC015479. |
| Kwon, Y. O., and C. Frankignoul, 2012: Stochastically-driven multidecadal variability of the Atlantic meridional overturning circulation in CCSM3,. Climate Dyn., 38, 859−876, https://doi.org/10.1007/s00382-011-1040-2. |
| Lagerloef, G., R. Schmitt, J. Schanze, and H.-Y. Kao, 2010: The Ocean and the global water cycle. Oceanography, 23, 82−93, https://doi.org/10.5670/oceanog.2010.07. |
| Li, H., F. H. Xu, W. Zhou, D. X. Wang, J. S. Wright, Z. H. Liu, and Y. L. Lin., 2017: Development of a global gridded Argo data set with Barnes successive corrections. J. Geophys. Res., 122, 866−889, https://doi.org/10.1002/2016JC012285. |
| Lin, J. L., 2007: The double-ITCZ problem in IPCC AR4 Coupled GCMs: Ocean-atmosphere feedback analysis. J. Climate, 20, 4497−4525, https://doi.org/10.1175/JCLI4272.1. |
| Liu, W., A. V. Fedorov, S. P. Xie, and S. N. Hu, 2020: Climate impacts of a weakened Atlantic Meridional Overturning Circulation in a warming climate. Science Advances, 6(26), eaaz4876, https://doi.org/10.1126/sciadv.aaz4876. |
| Liu, Y. X., L. J. Cheng, Y. Y. Pan, J. Abraham, B. Zhang, J. Zhu, and J. Q. Song, 2021: Climatological seasonal variation of the upper ocean salinity. International Journal of Climatology, 1−12, https://doi.org/10.1002/joc.7428. |
| Meehl, G. A., C. Covey, T. Delworth, M. Latif, B. McAvaney, J. F. B. Mitchell, R. J. Stouffer, and K. E. Taylor, 2007: The WCRP CMIP3 multimodel dataset: A new era in climate change research. Bull. Amer. Meteor. Soc., 88, 1383−1394, https://doi.org/10.1175/BAMS-88-9-1383. |
| Roemmich, D., and J. Gilson, 2009: The 2004–2008 mean and annual cycle of temperature, salinity, and steric height in the global ocean from the Argo Program. Progress in Oceanography, 82, 81−100, https://doi.org/10.1016/j.pocean.2009.03.004. |
| Roemmich, D., M. Morris, W. R. Young, and J. R. Donguy, 1994: Fresh equatorial jets. J. Phys. Oceanogr., 24, 540−558, https://doi.org/10.1175/1520-0485(1994)024<0540:FEJ>2.0.CO;2. |
| Roemmich, D., and Coauthors, 2019: On the future of Argo: A global, full-depth, multi-disciplinary array. Frontiers in Marine Science, 6, 439, |
| Sallée, J.-B., E. Shuckburgh, N. Bruneau, A. J. S. Meijers, T. J. Bracegirdle, Z. Wang, and T. Roy, 2013: Assessment of Southern Ocean water mass circulation and characteristics in CMIP5 models: Historical bias and forcing response. J. Geophys. Res., 118(4), 1830−1844, https://doi.org/10.1002/jgrc.20135. |
| Schmitt, R. W., 2008: Salinity and the global water cycle. Oceanography, 21, 12−19, https://doi.org/10.5670/oceanog.2008.63. |
| Talley, L. D., 2008: Freshwater transport estimates and the global overturning circulation: Shallow, deep and throughflow components. Progress in Oceanography, 78(4), 257−303, https://doi.org/10.1016/j.pocean.2008.05.001. |
| Taylor, K. E., R. J. Stouffer, and G. A. Meehl, 2012: An overview of CMIP5 and the experiment design. Bull. Amer. Meteor. Soc., 93, 485−498, https://doi.org/10.1175/BAMS-D-11-00094.1. |
| Tian, B. J., and X. Y. Dong, 2020: The double-ITCZ Bias in CMIP3, CMIP5, and CMIP6 models based on annual mean precipitation. Geophys. Res. Lett., 47, e2020GL087232, https://doi.org/10.1029/2020GL087232. |
| Trenberth, K. E., L. Smith, T. T. Qian, A. G. Dai, and J. Fasullo, 2007: Estimates of the global water budget and Its annual cycle using observational and model data. Journal of Hydrometeorology, 8, 758−769, https://doi.org/10.1175/jhm600.1. |
| Van Vuuren, D. P., and Coauthors, 2011: The representative concentration pathways: An overview. Climatic Change, 109, 5−31, https://doi.org/10.1007/s10584-011-0148-z. |
| Yu, L. S., 2011: A global relationship between the ocean water cycle and near-surface salinity. J. Geophys. Res., 116(C10), C10025, https://doi.org/10.1029/2010JC006937. |
| Yu, L. S. and R. A. Weller, 2007: Objectively analyzed air–sea heat fluxes for the global ice-free oceans (1981–2005). Bull. Amer. Meteor. Soc., 88(4), 527−540, https://doi.org/10.1175/BAMS-88-4-527. |
| 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. |
| Yu, L. S., F. M. Bingham, T. Lee, E. P. Dinnat, S. Fournier, O. Melnichenko, W. Q. Tang, and S. H. Yueh, 2021: Revisiting the global patterns of seasonal cycle in sea surface salinity. J. Geophys. Res., 126, e2020JC016789, https://doi.org/10.1029/2020JC016789. |
| Zhang, R. H., and A. J. Busalacchi, 2009: Freshwater flux (FWF)-induced oceanic feedback in a hybrid coupled model of the tropical Pacific. J. Climate, 22, 853−879, https://doi.org/10.1175/2008JCLI2543.1. |
| Zhang, Y. H., Y. Du, and T. D. Qu, 2016: A sea surface salinity dipole mode in the tropical Indian Ocean. Climate Dyn., 47, 2573−2585, https://doi.org/10.1007/s00382-016-2984-z. |
| Zhou, T. J., W. X. Zhang, L. X. Zhang, X. B. Zhang, Y. Qian, D. D. Peng, S. M. Ma, and B. W. Dong, 2020: The dynamic and thermodynamic processes dominating the reduction of global land monsoon precipitation driven by anthropogenic aerosols emission. Science China Earth Sciences, 63(7), 919−933, https://doi.org/10.1007/s11430-019-9613-9. |
| Zhu, J. S., B. H. Huang, R.-H. Zhang, Z.-Z. Hu, A. Kumar, M. A. Balmaseda, L. Marx, and J. L. Kinter III, 2014: Salinity anomaly as a trigger for ENSO events. Scientific Reports, 4, 6821, https://doi.org/10.1038/srep06821. |