Burke, K. D., Williams, J. W., Chandler, M. A., Haywood, A. M., Lunt, D. J., and Otto-Bliesner, B. L.: Pliocene and Eocene provide best analogs for near-future climates, P. Natl. Acad. Sci. USA, 115, 13288–13293, https://doi.org/10.1073/pnas.1809600115, 2018.
Caballero, R. and Huber, M.: State-dependent climate sensitivity in past warm climates and its implications for future climate projections, P. Natl. Acad. Sci. USA, 110, 14162–14167, 2013.
Chandra, R., Cripps, S., Butterworth, N., and Muller, R. D.: Precipitation reconstruction from climate-sensitive lithologies using Bayesian machine learning, Environ. Model. Softw., 139, 105002, https://doi.org/10.1016/j.envsoft.2021.105002, 2021.
Cramwinckel, M. J., Huber, M., Kocken, I. J., Agnini, C., Bijl, P. K., Bohaty, S. M., Frieling, J., Goldner, A., Hilgen, F. J., Kip, E. L., Peterse, F., van der Ploeg, R., Röhl, U., Schouten, S., and Sluijs, A.: Synchronous tropical and polar temperature evolution in the eocene, Nature, 559, 382–386, https://doi.org/10.1038/s41586-018-0272-2, 2018.
Davies, A., Hunter, S. J., Gréselle, B., Haywood, A. M., and Robson, C.: Evidence for seasonality in early Eocene high latitude sea-surface temperatures, Earth Planet. Sc. Lett., 519, 274–283, 2019.
Eichenseer, K. and Jones, L. A.: Bayesian multi-proxy reconstruction of early Eocene latitudinal temperature gradients, Zenodo [data set and code], https://doi.org/10.5281/zenodo.8402530, 2023.
Evans, D., Sagoo, N., Renema, W., Cotton, L. J., Müller, W., Todd, J. A., Saraswati, P. K., Stassen, P., Ziegler, M., Pearson, P. N., Valdes, P. J., and Hagit, P. A.: Eocene greenhouse climate revealed by coupled clumped isotope-mg/ca thermometry, P. Natl. Acad. Sci. USA, 115, 1174–1179, 2018.
Fauquette, S., Suc, J., Jiménez-Moreno, G., Micheels, A., and JOSTS, A.: Latitudinal climatic gradients in the western european and mediterranean regions from the mid-miocene (c. 15
ma) to the, in: Deep-time perspectives on climate change: marrying the signal from computer models and biological proxies, edited by: Williams, M., Haywood, A. M., Gregory, F. J., and Schmidt, D. N., Geological Society of London, London, UK, https://doi.org/10.1144/TMS002.22, 2007.
Frakes, L. A., Francis, J. E., and Syktus, J. I.: Climate modes of the Phanerozoic, Cambridge University Press, Cambridge, UK, https://doi.org/10.1017/CBO9780511628948, 1992.
Gelman, A., Carlin, J. B., Stern, H. S., Dunson, D. B., Vehtari, A., and Rubin, D. B.: Bayesian data analysis, Chapman and Hall/CRC, New York, USA, https://doi.org/10.1201/b16018, 2013.
Gilks, W. R., Richardson, S., and Spiegelhalter, D.: Markov chain monte carlo in practice, Chapman and Hall/CRC, New York, USA, https://doi.org/10.1201/b14835, 1995.
Greenwood, D., Keefe, R., Reichgelt, T., and Webb, J.: Eocene paleobotanical altimetry of victoria's eastern uplands, Aust. J. Earth Sci., 64, 625–637, 2017.
Greenwood, D. R. and Wing, S. L.: Eocene continental climates and latitudinal temperature gradients, Geology, 23, 1044, https://doi.org/10.1130/0091-7613(1995)023<1044:ECCALT>2.3.CO;2, 1995.
Hansen, J., Sato, M., Russell, G., and Kharecha, P.: Climate sensitivity, sea level and atmospheric carbon dioxide, Philos. T. Roy. Soc. A, 371, 20120294, https://doi.org/10.1098/rsta.2012.0294, 2013.
Hoegh-Guldberg, O.: Coral reef ecosystems and anthropogenic climate change, Reg. Environ. Change, 11, 215–227, 2011.
Hollis, C. J., Dunkley Jones, T., Anagnostou, E., Bijl, P. K., Cramwinckel, M. J., Cui, Y., Dickens, G. R., Edgar, K. M., Eley, Y., Evans, D., Foster, G. L., Frieling, J., Inglis, G. N., Kennedy, E. M., Kozdon, R., Lauretano, V., Lear, C. H., Littler, K., Lourens, L., Meckler, A. N., Naafs, B. D. A., Pälike, H., Pancost, R. D., Pearson, P. N., Röhl, U., Royer, D. L., Salzmann, U., Schubert, B. A., Seebeck, H., Sluijs, A., Speijer, R. P., Stassen, P., Tierney, J., Tripati, A., Wade, B., Westerhold, T., Witkowski, C., Zachos, J. C., Zhang, Y. G., Huber, M., and Lunt, D. J.: The DeepMIP contribution to PMIP4: methodologies for selection, compilation and analysis of latest Paleocene and early Eocene climate proxy data, incorporating version 0.1 of the DeepMIP database, Geosci. Model Dev., 12, 3149–3206, https://doi.org/10.5194/gmd-12-3149-2019, 2019.
Huber, M. and Caballero, R.: The early Eocene equable climate problem revisited, Clim. Past, 7, 603–633, https://doi.org/10.5194/cp-7-603-2011, 2011.
Inglis, G. N., Bragg, F., Burls, N. J., Cramwinckel, M. J., Evans, D., Foster, G. L., Huber, M., Lunt, D. J., Siler, N., Steinig, S., Tierney, J. E., Wilkinson, R., Anagnostou, E., de Boer, A. M., Dunkley Jones, T., Edgar, K. M., Hollis, C. J., Hutchinson, D. K., and Pancost, R. D.: Global mean surface temperature and climate sensitivity of the early Eocene Climatic Optimum (EECO), Paleocene–Eocene Thermal Maximum (PETM), and latest Paleocene, Clim. Past, 16, 1953–1968, https://doi.org/10.5194/cp-16-1953-2020, 2020.
Johannes, R., Wiebe, W., Crossland, C., Rimmer, D., and Smith, S.: Latitudinal limits of coral reef growth, Marine ecology progress series, Oldendorf, 11, 105–111, https://doi.org/10.3354/meps011105, 1983.
Jones, L. A. and Eichenseer, K.: Uneven spatial sampling distorts reconstructions of Phanerozoic seawater temperature, Geology, 50, 238–242, https://doi.org/10.1130/G49132.1, 2022.
Jones, L. A., Mannion, P. D., Farnsworth, A., Bragg, F., and Lunt, D. J.: Climatic and tectonic drivers shaped the tropical distribution of coral reefs, Nat. Commun., 13, 1–10, 2022.
Jones, L. A., Gearty, W., Allen, B. J., Eichenseer, K., Dean, C. D., Galván, S., Kouvari, M., Godoy, P. L., Nicholl, C., Buffan, L., Flannery-Sutherland, J. T., Dillon, E. M., and Chiarenza, A. A.: palaeoverse: a community-driven R package to support palaeobiological analysis, Earth ArXiv, https://doi.org/10.31223/X5Z94Q, 2023.
Judd, E. J., Bhattacharya, T., and Ivany, L. C.: A Dynamical Framework for Interpreting Ancient Sea Surface Temperatures, Geophys. Res. Lett., 47, e2020GL089044, https://doi.org/10.1029/2020GL089044, 2020.
Judd, E. J., Tierney, J. E., Huber, B. T., Wing, S. L., Lunt, D. J., Ford, H. L., Inglis, G. N., McClymont, E. L., O'Brien, C. L., Rattanasriampaipong, R., and Si, W.: The PhanSST global database of phanerozoic sea surface temperature proxy data, Sci. Data, 9, 753, https://doi.org/10.1038/s41597-022-01826-0, 2022.
Keating-Bitonti, C. R., Ivany, L. C., Affek, H. P., Douglas, P., and Samson, S. D.: Warm, not super-hot, temperatures in the early Eocene subtropics, Geology, 39, 771–774, https://doi.org/10.1130/G32054.1, 2011.
Kiessling, W.: Paleoclimatic significance of Phanerozoic reefs, Geology, 29, 751–754, 2001.
Lunt, D. J., Bragg, F., Chan, W.-L., Hutchinson, D. K., Ladant, J.-B., Morozova, P., Niezgodzki, I., Steinig, S., Zhang, Z., Zhu, J., Abe-Ouchi, A., Anagnostou, E., de Boer, A. M., Coxall, H. K., Donnadieu, Y., Foster, G., Inglis, G. N., Knorr, G., Langebroek, P. M., Lear, C. H., Lohmann, G., Poulsen, C. J., Sepulchre, P., Tierney, J. E., Valdes, P. J., Volodin, E. M., Dunkley Jones, T., Hollis, C. J., Huber, M., and Otto-Bliesner, B. L.: DeepMIP: model intercomparison of early Eocene climatic optimum (EECO) large-scale climate features and comparison with proxy data, Clim. Past, 17, 203–227, https://doi.org/10.5194/cp-17-203-2021, 2021.
Markwick, P.: The palaeogeographic and palaeoclimatic significance of climate, in: Deep-time perspectives on climate change: marrying the signal from computer models and biological proxies, edited by: Williams, M., Haywood, A. M., Gregory, F. J., and Schmidt, D. N., Geological Society of London, London, UK, https://doi.org/10.1144/TMS002.13, 2007.
Markwick, P. J.: “Equability,” continentality, and tertiary “climate”: The crocodilian perspective, Geology, 22, 613–616, 1994.
McElreath, R.: Statistical rethinking: A bayesian course with examples in R and Stan, Chapman and Hall/CRC, https://doi.org/10.1201/9781315372495, 2018.
Merdith, A. S., Williams, S. E., Collins, A. S., Tetley, M. G., Mulder, J. A., Blades, M. L., Young, A., Armistead, S. E., Cannon, J., Zahirovic, S., and Müller, R. D.: Extending full-plate tectonic models into deep time: Linking the neoproterozoic and the phanerozoic, Earth-Sci. Rev., 214, 103477, https://doi.org/10.1016/j.earscirev.2020.103477, 2021.
Muir, P. R., Wallace, C. C., Done, T., and Aguirre, J. D.: Limited scope for latitudinal extension of reef corals, Science, 348, 1135–1138, 2015.
Peppe, D. J., Royer, D. L., Cariglino, B., Oliver, S. Y., Newman, S., Leight, E., Enikolopov, G., Fernandez-Burgos, M., Herrera, F., Adams, J. M., and Correa, E.: Sensitivity of leaf size and shape to climate: Global patterns and paleoclimatic applications, New Phytol., 190, 724–739, 2011.
Popescu, S.-M., Suc, J.-P., Fauquette, S., Bessedik, M., Jiménez-Moreno, G., Robin, C., and Labrousse, L.: Mangrove distribution and diversity during three Cenozoic thermal maxima in the Northern Hemisphere (pollen records from the Arctic regions), J. Biogeogr., 48, 2771–2784, https://doi.org/10.1111/jbi.14238, 2021.
Pross, J., Contreras, L., Bijl, P. K., Greenwood, D. R., Bohaty, S. M., Schouten, S., Bendle, J. A., Röhl, U., Tauxe, L., Raine, J. I., Huck, C. E., van de Flierdt, T., Jamieson, S. S. R., Stickley, C. E., van de Schootbrugge, B., Escutia, C., and Brinkhuis, H.: Persistent near-tropical warmth on the Antarctic continent during the early Eocene epoch, Nature, 488, 73–77, https://doi.org/10.1038/nature11300, 2012.
Quisthoudt, K., Schmitz, N., Randin, C. F., Dahdouh-Guebas, F., Robert, E. M. R., and Koedam, N.: Temperature variation among mangrove latitudinal range limits worldwide, Trees, 26, 1919–1931, https://doi.org/10.1007/s00468-012-0760-1, 2012.
Rahmstorf, S.: Ocean circulation and climate during the past 120,000 years, Nature, 419, 207–214, 2002.
R Core Team: R: A language and environment for statistical computing, R Foundation for Statistical Computing, Vienna, Austria,
https://www.R-project.org/ (last access: 3 October 2023), 2023.
Royer, D. L.: Climate reconstruction from leaf size and shape: New developments and challenges, Paleontological Society Papers, 18, 195–212, 2012.
Royer, D. L., Berner, R. A., Montañez, I. P., Tabor, N. J., and Beerling, D. J.:
CO2 as a primary driver of phanerozoic climate, GSA Today, 14, 4–10, 2004.
Salonen, J. S., Korpela, M., Williams, J. W., and Luoto, M.: Machine-learning based reconstructions of primary and secondary climate variables from north american and european fossil pollen data, Sci. Rep.-UK, 9, 15805, https://doi.org/10.1038/s41598-019-52293-4, 2019.
Schrag, D. P.: Effects of diagenesis on the isotopic record of late paleogene tropical sea surface temperatures, Chem. Geol., 161, 215–224, 1999.
Schwartz, S. E.: Uncertainty in climate sensitivity: Causes, consequences, challenges, Energ. Environ. Sci., 1, 430–453, 2008.
Scotese, C. R., Song, H., Mills, B. J. W., and van der Meer, D. G.: Phanerozoic paleotemperatures: The earth's changing climate during the last 540 million years, Earth-Sci. Rev., 215, 103503, https://doi.org/10.1016/j.earscirev.2021.103503, 2021.
Song, H., Wignall, P. B., Song, H., Dai, X., and Chu, D.: Seawater Temperature and Dissolved Oxygen over the Past 500 Million Years, J. Earth Sci., 30, 236–243, https://doi.org/10.1007/s12583-018-1002-2, 2019.
Suan, G., Popescu, S.-M., Suc, J.-P., Schnyder, J., Fauquette, S., Baudin, F., Yoon, D., Piepjohn, K., Sobolev, N. N., and Labrousse, L.: Subtropical climate conditions and mangrove growth in Arctic Siberia during the early Eocene, Geology, 45, 539–542, https://doi.org/10.1130/G38547.1, 2017.
Taylor, S. P., Haywood, A. M., Valdes, P. J., and Sellwood, B. W.: An evaluation of two spatial interpolation techniques in global sea-surface temperature reconstructions: Last Glacial Maximum and Pliocene case studies, Quaternary Sci. Rev., 23, 1041–1051, https://doi.org/10.1016/j.quascirev.2003.12.003, 2004.
Tierney, J. E., Sinninghe Damsté, J. S., Pancost, R. D., Sluijs, A., and Zachos, J. C.: Eocene temperature gradients, Nat. Geosci., 10, 538–539, 2017.
Tierney, J. E., Poulsen, C. J., Montañez, I. P., Bhattacharya, T., Feng, R., Ford, H. L., Hönisch, B., Inglis, G. N., Petersen, S. V., Sagoo, N., and Tabor, C. R.:: Past climates inform our future, Science, 370, eaay3701, https://doi.org/10.1126/science.aay3701, 2020.
Veizer, J. and Prokoph, A.: Temperatures and oxygen isotopic composition of Phanerozoic oceans, Earth-Sci. Rev., 146, 92–104, https://doi.org/10.1016/j.earscirev.2015.03.008, 2015.
Vickers, M. L., Bernasconi, S. M., Ullmann, C. V., Lode, S., Looser, N., Morales, L. G., Price, G. D., Wilby, P. R., Hougård, I. W., Hesselbo, S. P., and Korte, C.: Marine temperatures underestimated for past greenhouse climate, Sci. Rep., 11, 1–9, 2021.
Weitzel, N., Hense, A., and Ohlwein, C.: Combining a pollen and macrofossil synthesis with climate simulations for spatial reconstructions of European climate using Bayesian filtering, Clim. Past, 15, 1275–1301, https://doi.org/10.5194/cp-15-1275-2019, 2019.
Westerhold, T., Röhl, U., Donner, B., and Zachos, J. C.: Global extent of early Eocene hyperthermal events: A new pacific benthic foraminiferal isotope record from Shatsky rise (ODP site 1209), Paleoceanogr. Paleocl., 33, 626–642, 2018.
Yamano, H., Hori, K., Yamauchi, M., Yamagawa, O., and Ohmura, A.: Highest-latitude coral reef at Iki Island, Japan, Coral Reefs, 105, 9–12, 2001.
Yang, D. and Bowen, G. J.: Integrating plant wax abundance and isotopes for paleo-vegetation and paleoclimate reconstructions: a multi-source mixing model using a Bayesian framework, Clim. Past, 18, 2181–2210, https://doi.org/10.5194/cp-18-2181-2022, 2022.
Zamagni, J., Mutti, M., and Košir, A.: The evolution of mid Paleocene–early Eocene coral communities: How to survive during rapid global warming, Palaeogeogr. Palaeocl., 317, 48–65, 2012.
Zhang, L., Hay, W. W., Wang, C., and Gu, X.: The evolution of latitudinal temperature gradients from the latest Cretaceous through the Present, Earth-Sci. Rev., 189, 147–158, https://doi.org/10.1016/j.earscirev.2019.01.025, 2019.
Zhu, J., Poulsen, C. J., and Tierney, J. E.: Simulation of eocene extreme warmth and high climate sensitivity through cloud feedbacks, Sci. Adv., 5, eaax1874, https://doi.org/10.1126/sciadv.aax1874, 2019.
Ziegler, A., Hulver, M., Lottes, A., and Schmachtenberg, W.: Uniformitarianism and palaeoclimates: Inferences from the distribution of carbonate rocks, Geol. J., Special issue, 3–25, 1984.