Trenberth, Okay. E., Smith, L., Qian, T., Dai, A. & Fasullo, J. Estimates of the worldwide water price range and its annual cycle utilizing observational and mannequin information. J. Hydrometeorol. 8, 758–769 (2007).
Google Scholar
Schanze, J. J., Schmitt, R. W. & Yu, L. L. The worldwide oceanic freshwater cycle: a state-of-the-art quantification. J. Mar. Res. 68, 569–595 (2010).
Google Scholar
Hegerl, G. C. et al. Challenges in quantifying modifications within the international water cycle. Bull. Am. Meteorol. Soc. 96, 1097–1115 (2015).
Google Scholar
Grist, J. P., Josey, S. A., Zika, J. D., Evans, D. G. & Skliris, N. Assessing current air-sea freshwater flux modifications utilizing a floor temperature-salinity area framework. J. Geophys. Res. Oceans 121, 8787–8806 (2016).
Google Scholar
Durack, P. J., Wijffels, S. E. & Boyer, T. P. In Ocean Circulation and Local weather: a twenty first Century Perspective Vol. 103 (eds Siedler, G. et al.) Ch. 28, 727–757 (2013).
Yu, L., Josey, S. A., Bingham, F. M. & Lee, T. Intensification of the worldwide water cycle and proof from ocean salinity: a synthesis evaluate. Ann. N. Y. Acad. Sci. 1472, 76–94 (2020).
Google Scholar
Durack, P. J., Wijffels, S. E. & Matear, R. J. Ocean salinities reveal sturdy international water cycle intensification throughout 1950 to 2000. Science 336, 455–458 (2012).
Google Scholar
Zika, J. D. et al. Improved estimates of water cycle change from ocean salinity: the important thing position of ocean warming. Environ. Res. Lett. 13, 074036 (2018).
Google Scholar
Helm, Okay. P., Bindoff, N. L. & Church, J. A. Adjustments within the international hydrological‐cycle inferred from ocean salinity. Geophys. Res. Lett. 37, L18701, (2010).
Skliris, N., Zika, J. D., Nurser, G., Josey, S. A. & Marsh, R. International water cycle amplifying at lower than the Clausius-Clapeyron price. Sci. Rep. 6, 38752 (2016).
Google Scholar
Held, I. M. & Soden, B. J. Strong responses of the hydrological cycle to international warming. J. Clim. 19, 5686–5699 (2006).
Google Scholar
Skliris, N. et al. Salinity modifications on this planet ocean since 1950 in relation to altering floor freshwater fluxes. Clim. Dyn. 43, 709–736 (2014).
Google Scholar
Allan, R. P. et al. Advances in understanding massive‐scale responses of the water cycle to local weather change. Ann. N. Y. Acad. Sci. 1472, 49–75 (2020).
Google Scholar
Cheng, L. et al. Improved estimates of modifications in higher ocean salinity and the hydrological cycle. J. Clim. 33, 10357–10381 (2020).
Google Scholar
Boyer, T. P., Levitus, S., Antonov, J. I., Locarnini, R. A. & Garcia, H. E. Linear tendencies in salinity for the world ocean, 1955–1998. Geophys. Res. Lett. https://doi.org/10.1029/2004gl021791 (2005).
Silvy, Y., Guilyardi, E., Sallée, J.-B. & Durack, P. J. Human-induced modifications to the worldwide ocean water plenty and their time of emergence. Nat. Clim. Change https://doi.org/10.1038/s41558-020-0878-x (2020).
Worthington, L. V. In Evolution of Bodily Oceanography: Scientific Surveys in Honor of Henry Stommel Vol. 1 (eds Warren, B. A. & Wunsch, C.) Ch. 2, 42–57 (MIT Press, 1981).
Zika, J. D. et al. Upkeep and broadening of the ocean’s salinity distribution by the water cycle. J. Clim. 28, 9550–9560 (2015).
Google Scholar
Bindoff, N. L. & McDougall, T. J. Diagnosing local weather change and ocean air flow utilizing hydrographic information. J. Phys. Oceanogr. 24, 1137–1152 (1994).
Google Scholar
Sohail, T., Irving, D. B., Zika, J. D., Holmes, R. M. & Church, J. A. Fifty 12 months tendencies in international ocean warmth content material traced to floor warmth fluxes within the sub‐polar ocean. Geophys. Res. Lett. 48, e2020GL091439 (2021).
Cheng, L. & Zhu, J. Advantages of CMIP5 multimodel ensemble in reconstructing historic ocean subsurface temperature variations. J. Clim. 29, 5393–5416 (2016).
Google Scholar
Ishii, M., Shouji, A., Sugimoto, S. & Matsumoto, T. Goal analyses of sea‐floor temperature and marine meteorological variables for the twentieth century utilizing ICOADS and the Kobe Assortment. Int. J. Climatol. 25, 865–879 (2005).
Google Scholar
Good, S. A., Martin, M. J. & Rayner, N. A. EN4: high quality managed ocean temperature and salinity profiles and month-to-month goal analyses with uncertainty estimates. J. Geophys. Res. Oceans 118, 6704–6716 (2013).
Google Scholar
Eyring, V. et al. Overview of the Coupled Mannequin Intercomparison Challenge Section 6 (CMIP6) experimental design and group. Geosci. Mannequin Dev. 9, 1937–1958 (2016).
Google Scholar
Gillett, N. P. et al. The Detection and Attribution Mannequin Intercomparison Challenge (DAMIP v1.0) contribution to CMIP6. Geosci. Mannequin Dev. 9, 3685–3697 (2016).
Google Scholar
Hersbach, H. et al. The ERA5 international reanalysis. Q. J. R. Meteorolog. Soc. 146, 1999–2049 (2020).
Google Scholar
Irving, D., Hobbs, W., Church, J. & Zika, J. A mass and vitality conservation evaluation of drift within the CMIP6 ensemble. J. Clim. 34, 3157–3170 (2020).
Google Scholar
Cai, W., Cowan, T., Arblaster, J. M. & Wijffels, S. On potential causes for an underneath‐estimated international ocean warmth content material development in CMIP3 fashions. Geophys. Res. Lett. 37, L17709 (2010).
Gouretski, V. & Reseghetti, F. On depth and temperature biases in bathythermograph information: growth of a brand new correction scheme primarily based on evaluation of a worldwide ocean database. Deep Sea Res. I 57, 812–833 (2010).
Google Scholar
Graham, F. S. & McDougall, T. J. Quantifying the nonconservative manufacturing of conservative temperature, potential temperature, and entropy. J. Phys. Oceanogr. 43, 838–862 (2013).
Google Scholar
McDougall, T. J. Potential enthalpy: a conservative oceanic variable for evaluating warmth content material and warmth fluxes. J. Phys. Oceanogr. 33, 945–963 (2003).
Google Scholar
McDougall, T. J. & Barker, P. M. Getting Began with TEOS-10 and the Gibbs Seawater (GSW) Oceanographic Toolbox (SCOR/IAPSO WG127, 2011); https://www.teos-10.org/pubs/Getting_Started.pdf
McDougall, T. J. et al. The interpretation of temperature and salinity variables in numerical ocean mannequin output, and the calculation of warmth fluxes and warmth content material. Geosci. Mannequin Dev. 14, 6445–6466 (2021).
Google Scholar
Dix, M. et al. CSIRO-ARCCSS ACCESS-CM2 Mannequin Output Ready for CMIP6 CMIP (Earth System Grid Federation, 2019); https://doi.org/10.22033/esgf/cmip6.2281
Ziehn, T. et al. CSIRO ACCESS-ESM1.5 Mannequin Output Ready for CMIP6 CMIP (Earth System Grid Federation, 2019); https://doi.org/10.22033/esgf/cmip6.2288
Swart, N. C. et al. CCCma CanESM5 Mannequin Output Ready for CMIP6 CMIP (Earth System Grid Federation, 2019); https://doi.org/10.22033/esgf/cmip6.1303
Swart, N. C. et al. CCCma CanESM5-CanOE Mannequin Output Ready for CMIP6 CMIP (Earth System Grid Federation, 2019), https://doi.org/10.22033/esgf/cmip6.10205
Lovato, T. & Peano, D. CMCC CMCC-CM2-SR5 Mannequin Output Ready for CMIP6 CMIP (Earth System Grid Federation, 2020); https://doi.org/10.22033/esgf/cmip6.1362
Voldoire, A. CNRM-CERFACS CNRM-CM6-1 Mannequin Output Ready for CMIP6 CMIP (Earth System Grid Federation, 2018); https://doi.org/10.22033/esgf/cmip6.1375
Seferian, R. CNRM-CERFACS CNRM-ESM2-1 Mannequin Output Ready for CMIP6 CMIP (Earth System Grid Federation, 2018); https://doi.org/10.22033/esgf/cmip6.1391
EC-Earth Consortium. EC-Earth-Consortium EC-Earth3 mannequin Output Ready for CMIP6 CMIP (Earth System Grid Federation, 2019); https://doi.org/10.22033/esgf/cmip6.181
EC-Earth Consortium. EC-Earth-Consortium EC-Earth3-Veg Mannequin Output Ready for CMIP6 CMIP (Earth System Grid Federation, 2019); https://doi.org/10.22033/esgf/cmip6.642
EC-Earth Consortium. EC-Earth-Consortium EC-Earth3-Veg-LR Mannequin Output Ready for CMIP6 CMIP (Earth System Grid Federation, 2020); https://doi.org/10.22033/esgf/cmip6.643
Yu, Y. CAS FGOALS-f3-L Mannequin Output Ready for CMIP6 CMIP (Earth System Grid Federation, 2018); https://doi.org/10.22033/esgf/cmip6.1782
Ridley, J., Menary, M., Kuhlbrodt, T., Andrews, M. & Andrews, T. MOHC HadGEM3-GC31-LL Mannequin Output Ready for CMIP6 CMIP (Earth System Grid Federation, 2018); https://doi.org/10.22033/esgf/cmip6.419
Boucher, O. et al. IPSL IPSL-CM6A-LR Mannequin Output Ready for CMIP6 CMIP (Earth System Grid Federation, 2018); https://doi.org/10.22033/esgf/cmip6.1534
Hajima, T. et al. MIROC MIROC-ES2L Mannequin Output Ready for CMIP6 CMIP (Earth System Grid Federation, 2019); https://doi.org/10.22033/esgf/cmip6.902
Neubauer, D. et al. HAMMOZ-Consortium MPI-ESM1.2-HAM Mannequin Output Ready for CMIP6 CMIP (Earth System Grid Federation, 2019); https://doi.org/10.22033/esgf/cmip6.1622
Jungclaus, J. et al. MPI-M MPIESM1.2-HR mannequin Output Ready for CMIP6 CMIP (Earth System Grid Federation, 2019); https://doi.org/10.22033/esgf/cmip6.741
Wieners, Okay.-H. et al. MPI-M MPIESM1.2-LR Mannequin Output Ready for CMIP6 CMIP (Earth System Grid Federation, 2019); https://doi.org/10.22033/esgf/cmip6.742
Seland, O. et al. NCC NorESM2-LM Mannequin Output Ready for CMIP6 CMIP (Earth System Grid Federation, 2019); https://doi.org/10.22033/esgf/cmip6.502
Bentsen, M. et al. NCC NorESM2-MM Mannequin Output Ready for CMIP6 CMIP (Earth System Grid Federation, 2019); https://doi.org/10.22033/esgf/cmip6.506
Tang, Y. et al. OHC UKESM1.0-LL Mannequin Output Ready for CMIP6 CMIP (Earth System Grid Federation, 2019); https://doi.org/10.22033/esgf/cmip6.1569
Dix, M. et al. ACCESS-CM2 Mannequin Output Ready for CMIP6 underneath ‘DAMIP’. v1. CSIRO (Service Assortment, 2020); http://hdl.deal with.internet/102.100.100/422726?index=1
Ziehn, T. et al. CSIRO ACCESS-ESM1.5 Mannequin Output Ready for CMIP6 DAMIP (Earth System Grid Federation, 2019); https://doi.org/10.22033/esgf/cmip6.14362
Swart, N. C. et al. CCCma CanESM5 Mannequin Output Ready for CMIP6 DAMIP (Earth System Grid Federation, 2019); https://doi.org/10.22033/esgf/cmip6.1305
Voldoire, A. CNRM-CERFACS CNRM-CM6-1 Mannequin Output Ready for CMIP6 DAMIP (Earth System Grid Federation, 2019); https://doi.org/10.22033/esgf/cmip6.1376
Jones, G. MOHC HadGEM3-GC31-LL Mannequin Output Ready for CMIP6 DAMIP (Earth System Grid Federation, 2019); https://doi.org/10.22033/esgf/cmip6.471
Boucher, O. et al. IPSL IPSL-CM6A-LR Mannequin Output Ready for CMIP6 DAMIP (Earth System Grid Federation, 2018); https://doi.org/10.22033/esgf/cmip6.13801