Assessment of Red Sea temperatures in CMIP5 models for present and future climate

Author Contributions Conceptualization: Gabriel Jordà, Carlos M. Duarte. Data curation: Miguel Agulles, Ibrahim Hoteit. Formal analysis: Miguel Agulles. Funding acquisition: Carlos M. Duarte. Investigation: Miguel Agulles, Gabriel Jordà, Carlos M. Duarte. Methodology: Miguel Agulles, Gabriel Jordà. Resources: Carlos M. Duarte. Supervision: Gabriel Jordà. Validation: Miguel Agulles. Writing – original draft: Miguel Agulles. Writing – review & editing: Gabriel Jordà, Ibrahim Hoteit, Susana Agustı´, Carlos M. Duarte. References 1. Thorne K. S., Wheeler J. A., Francisco S., Wieman C. E., Ertmer W., Schleich W. P. et al: References and Notes 1., 327(June), 1543–1548, https://doi.org/10.1126/science.1206034, 2010. PMID: 22053051 2. Hughes T. P., Anderson K. D., Connolly S. R., Heron S. F., Kerry J. T., Lough J. et al: Spatial and tem- poral patterns of mass bleaching of corals in the Anthropocene, Science (80-.)., 359(6371), 80–83, https://doi.org/10.1126/science.aan8048, 2018. PMID: 29302011 3. Monroe A. A., Ziegler M., Roik A., Ro¨ thig T., Hardenstine R. S., Emms M. A., et al: In situ observations of coral bleaching in the central Saudi Arabian Red Sea during the 2015/2016 global coral bleaching event, PLoS One, 13(4), 1–13, https://doi.org/10.1371/journal.pone.0195814, 2018. PMID: 29672556 4. Osman E. O., Smith D. J., Ziegler M., Ku¨ rten B., Conrad C., El-Haddad K. M., et al: Thermal refugia against coral bleaching throughout the northern Red Sea, Glob. Chang. Biol., 24(2), e474–e484, https://doi.org/10.1111/gcb.13895, 2018. PMID: 29044761

5. Poloczanska E. S., Burrows M. T., Brown C. J., Garcı´a Molinos J., Halpern B. S., Hoegh-Guldberg O. et al: Responses of Marine Organisms to Climate Change across Oceans, Front. Mar. Sci., 3(May), 1– 21, https://doi.org/10.3389/fmars.2016.00062, 2016. 6. Gittings et al.: Mass spawning and reproductive viability of reef corals at the East Flower Garden Bank, northwest Gulf of Mexico, Bull. Mar. Sci., 51(3), 420–428, 1992. 7. Oliver E. C. J.: Mean warming not variability drives marine heatwave trends, Clim. Dyn., 53(3–4), 1653–1659, 2019. https://doi.org/10.1016/j.scitotenv.2019.135992 PMID: 31841928 8. Oliver E. C. J., Donat M. G., Burrows M. T., Moore P. J., Smale D. A., Alexander L. V, et al: Longer and more frequent marine heatwaves over the past century, Nat. Commun., 9(1), 1–12, https://doi.org/10. 1038/s41467-017-02088-w, 2018. PMID: 29317637 9. Chaidez V., Dreano D., Agusti S., Duarte C. M. and Hoteit I.: Decadal trends in Red Sea maximum sur- face temperature, Sci. Rep., 7(1), 1–8, https://doi.org/10.1038/s41598-016-0028-x, 2017. PMID: 28127051 10. Burrows M. T., Schoeman D. S., Buckley L. B., Moore P., Poloczanska E. S., Brander K. M., et al: The pace of shifting climate in marine and terrestrial ecosystems, Science (80-.)., 334(6056), 652–655, https://doi.org/10.1126/science.1210288, 2011. PMID: 22053045 11. Zenetos A.; C¸ inar M.E.; Pancucci-Papadopoulou M.A.; Harmelin J.G.; Furnari G.; Andaloro F., et al; and Zibrowius H.: Annotated list of marine alien species in the Mediterranean with records ot the worst invasive species, 4, 57–66, 2005.

12. Cantin N. E., Cohen A. L., Karnauskas K. B., Tarrant A. M., & McCorkle D. C. (2010). Ocean warming slows coral growth in the central Red Sea. Science, 329(5989), 322–325. https://doi.org/10.1126/ science.1190182 PMID: 20647466 13. Shaltout M.: Recent sea surface temperature trends and future scenarios for the Red Sea, Oceanolo- gia, 61(4), 484–504, https://doi.org/10.1016/j.oceano.2019.05.002, 2019. PLOS ONE Assessment of Red Sea temperatures in CMIP5 models for present and future climate PLOS ONE | https://doi.org/10.1371/journal.pone.0255505 July 30, 2021 24 / 26