@conference{Herman
  title = {Spatiotemporal Causal Effect Estimation},
  author = { Herman, Rebecca Jean and Runge, Jakob },
  year = {2024},
},
@article{Herman
  title = {Drivers of low-frequency Sahel precipitation variability: comparing CMIP5 and CMIP6 ensemble means with observations},
  author = { Herman, Rebecca Jean and Biasutti, Michela and Kushnir, Yochanan },
  url = {https://link.springer.com/article/10.1007/s00382-023-06755-1},
  journal = {Climate Dynamics},
  volume = {61},
  pages = {4449-4470},
},
@article{Anne L. Morée
  title = {Impact of deoxygenation and warming on global marine species in the 21st century},
  author = { Anne L. Morée and Thomas L. Frölicher and Tayler M. Clarke and William W. L. Cheung },
  journal = {Biogeosciences},
},
@article{Hayashi
  title = {The contribution of climate change to increasing extreme ocean warming around Japan},
  author = { Hayashi, Michiya and Shiogama H. and Ogura T. },
  journal = {Geophysical Research Letters},
  volume = {49},
  pages = {e2022GL100785},
},
@article{Jaradat
  title = {Current and Future Distribution Modeling of Socotra Cormorants Using MaxEnt},
  author = { Jaradat, Areej and Ksiksi, Taoufik and Muzaffar, Sabir Bin },
  url = {https://www.mdpi.com/1424-2818/14/10/840},
  journal = {Other},
  volume = {14},
  pages = {840},
},
@article{Mackallah
  title = {ACCESS datasets for CMIP6: methodology and idealised experiments},
  author = { Mackallah, C. and Chamberlain, M. A. and Law, R. M. and Dix, M. and Ziehn, T. and Bi, D. and Bodman, R. and Brown, J. R. and Dobrohotoff, P. and Druken, K. and Evans, B. and Harman, I. N. and Hayashida, H. and Holmes, R. and Kiss, A. E. and Lenton, A. and Liu, Y. and Marsland, S. and Meissner, K. and Menviel, L. and O’Farrell, S. and Rashid, H. A. and Ridzwan, S. and Savita, A. and Srbinovsky, J. and Sullivan, A. and Trenham, C. and Vohralik, P. F. and Wang, Y.-P. and Williams, G. and Woodhouse, M. T. and Yeung, N. },
  url = {https://www.publish.csiro.au/?paper=ES21031},
  journal = {Journal of Southern Hemisphere Earth Systems Science},
},
@article{Kajtar
  title = {Tropical western and central Pacific marine heatwave data calculated from gridded sea surface temperature observations and CMIP6},
  author = { Kajtar, Jules B. and Hernaman, Vanessa and Holbrook, Neil J. and Petrelli, Paola },
  url = {https://linkinghub.elsevier.com/retrieve/pii/S2352340921009690},
  journal = {Data in Brief},
  volume = {40},
  pages = {107694},
},
@article{Worou
  title = {Weakened impact of the Atlantic Niño on the future equatorial Atlantic and Guinea Coast rainfall},
  author = { Worou, Koffi and Goosse, Hugues and Fichefet, Thierry and Kucharski, Fred },
  url = {https://esd.copernicus.org/articles/13/231/2022/},
  journal = {Earth System Dynamics},
  volume = {13},
  pages = {231-249},
},
@article{Holbrook
  title = {Impacts of marine heatwaves on tropical western and central Pacific Island nations and their communities},
  author = { Holbrook, Neil J. and Hernaman, Vanessa and Koshiba, Shirley and Lako, Jimaima and Kajtar, Jules B. and Amosa, Patila and Singh, Awnesh },
  url = {https://linkinghub.elsevier.com/retrieve/pii/S0921818121002654},
  journal = {Global and Planetary Change},
  volume = {208},
  pages = {103680},
},
@article{T.H.J. Hermans
  title = {The Effect of Wind Stress on Seasonal Sea-Level Change on the Northwestern European Shelf},
  author = { T.H.J. Hermans and C.A. Katsman and C.M.L. Camargo and G.G. Garner and R.E. Kopp and A.B.A. Slangen },
  url = {https://journals.ametsoc.org/view/journals/clim/35/6/JCLI-D-21-0636.1.xml?tab_body=supplementary-materials},
  journal = {Journal of Climate},
  volume = {35},
  pages = {1745-1759},
},
@misc{Kajtar
  title = {Tasmanian region daily sea surface temperature from observations and CMIP6 models},
  author = { Kajtar, Jules B. },
  year = {2021},
},
@article{Lyu
  title = {Projected ocean warming constrained by the ocean observational record},
  author = { Lyu, Kewei and Zhang, Xuebin and Church, John A. },
  url = {https://www.nature.com/articles/s41558-021-01151-1},
  journal = {Nature Climate Change},
  volume = {11},
  pages = {834-839},
},
@article{Martin Mohrmann
  title = {Southern Ocean polynyas in CMIP6 models},
  author = { Martin Mohrmann and Céline Heuzé and Sebastiaan Swart },
  journal = {The Cryosphere},
},
@article{Purich
  title = {Historical and Future Projected Warming of Antarctic Shelf Bottom Water in CMIP6 Models},
  author = { Purich, Ariaan and England, Matthew H. },
  url = {https://onlinelibrary.wiley.com/doi/10.1029/2021GL092752},
  journal = {Geophysical Research Letters},
  volume = {48},
},
@article{Sohail
  title = {Fifty Year Trends in Global Ocean Heat Content Traced to Surface Heat Fluxes in the Sub‐Polar Ocean},
  author = { Sohail, Taimoor and Irving, Damien B. and Zika, Jan D. and Holmes, Ryan M. and Church, John A. },
  url = {https://onlinelibrary.wiley.com/doi/10.1029/2020GL091439},
  journal = {Geophysical Research Letters},
  volume = {48},
},
@article{Melnikova
  title = {Carbon Cycle Response to Temperature Overshoot Beyond 2°C: An Analysis of CMIP6 Models},
  author = { Melnikova, I. and Boucher, O. and Cadule, P. and Ciais, P. and Gasser, T. and Quilcaille, Y. and Shiogama, H. and Tachiiri, K. and Yokohata, T. and Tanaka, K. },
  url = {https://onlinelibrary.wiley.com/doi/10.1029/2020EF001967},
  journal = {Other},
  volume = {9},
},
@article{Zanowski
  title = {Arctic Ocean freshwater in CMIP6 Ensembles: Declining Sea Ice, Increasing Ocean Storage and Export},
  author = { Zanowski, Hannah and Jahn, Alexandra and Holland, Marika M. },
  url = {https://onlinelibrary.wiley.com/doi/10.1029/2020JC016930},
  journal = {Journal of Geophysical Research: Oceans},
},
@article{Gillett
  title = {Constraining human contributions to observed warming since the pre-industrial period},
  author = { Gillett, Nathan P. and Kirchmeier-Young, Megan and Ribes, Aurélien and Shiogama, Hideo and Hegerl, Gabriele C. and Knutti, Reto and Gastineau, Guillaume and John, Jasmin G. and Li, Lijuan and Nazarenko, Larissa and Rosenbloom, Nan and Seland, Øyvind and Wu, Tongwen and Yukimoto, Seiji and Ziehn, Tilo },
  url = {https://www.nature.com/articles/s41558-020-00965-9},
  journal = {Nature Climate Change},
  volume = {11},
  pages = {207-212},
},
@article{Pak
  title = {Korea Institute of Ocean Science and Technology Earth System Model and Its Simulation Characteristics},
  author = { Pak, Gyundo and Noh, Yign and Lee, Myong-In and Yeh, Sang-Wook and Kim, Daehyun and Kim, Sang-Yeob and Lee, Joon-Lee and Lee, Ho Jin and Hyun, Seung-Hwon and Lee, Kwang-Yeon and Lee, Jae-Hak and Park, Young-Gyu and Jin, Hyunkeun and Park, Hyukmin and Kim, Young Ho },
  url = {https://link.springer.com/article/10.1007/s12601-021-00001-7},
  journal = {Ocean Science Journal},
  volume = {56},
  pages = {18-45},
},
@article{Nicholls
  title = {Regionally aggregated, stitched and de‐drifted CMIP‐climate data, processed with netCDF‐SCM v2.0.0},
  author = { Nicholls, Zebedee and Lewis, Jared and Makin, Melissa and Nattala, Usha and Zhang, Geordie Z. and Mutch, Simon J. and Tescari, Edoardo and Meinshausen, Malte },
  url = {https://onlinelibrary.wiley.com/doi/10.1002/gdj3.113},
  journal = {Geoscience Data Journal},
},
@article{Bock
  title = {Evaluation of ocean dimethylsulfide concentration and emission in CMIP6 models},
  author = { Bock, Josué and Michou, Martine and Nabat, Pierre and Abe, Manabu and Mulcahy, Jane P. and Olivié, Dirk J. L. and Schwinger, Jörg and Suntharalingam, Parvadha and Tjiputra, Jerry and van Hulten, Marco and Watanabe, Michio and Yool, Andrew and Séférian, Roland },
  url = {https://bg.copernicus.org/preprints/bg-2020-463/},
  journal = {Other},
},
@article{Hayashi
  title = {The northwestern Pacific warming record in August 2020 occurred under anthropogenic forcing},
  author = { Hayashi, Michiya and Shiogama H. and Emori S. and Ogura T. and Hirota N. },
  url = {https://agupubs.onlinelibrary.wiley.com/doi/full/10.1029/2020GL090956},
  journal = {Geophysical Research Letters},
  volume = {48},
  pages = {e2020GL090956},
},
@article{Hobbs
  title = {Anthropogenic Temperature and Salinity Changes in the Southern Ocean},
  author = { Hobbs, William R. and Roach, Christopher and Roy, Tilla and Sallée, Jean-Baptiste and Bindoff, Nathaniel },
  url = {https://journals.ametsoc.org/view/journals/clim/34/1/jcliD200454.xml},
  journal = {Journal of Climate},
  volume = {34},
  pages = {215-228},
},
@article{Halder
  title = {Assessment of CMIP6 models' skill for tropical Indian Ocean sea surface temperature variability},
  author = { Halder, Subrota and Parekh, Anant and Chowdary, Jasti S. and Gnanaseelan, Chellappan and Kulkarni, Ashwini },
  url = {https://onlinelibrary.wiley.com/doi/10.1002/joc.6975},
  journal = {International Journal of Climatology},
},
@article{van Noije
  title = {EC-Earth3-AerChem, a global climate model with interactive aerosolsand atmospheric chemistry participating in CMIP6},
  author = { van Noije, Twan and Bergman, Tommi and Le Sager, Philippe and O'Donnell, Declan and Makkonen, Risto and Gonçalves-Ageitos, María and Döscher, Ralf and Fladrich, Uwe and von Hardenberg, Jost and Keskinen, Jukka-Pekka and Korhonen, Hannele and Laakso, Anton and Myriokefalitakis, Stelios and Ollinaho, Pirkka and Pérez García-Pando, Carlos and Reerink, Thomas and Schrödner, Roland and Wyser, Klaus and Yang, Shuting },
  url = {https://gmd.copernicus.org/preprints/gmd-2020-413/},
  journal = {Geoscientific Model Development},
},
@article{Xin
  title = {Comparison of CMIP6 and CMIP5 simulations of precipitation in China and the East Asian summer monsoon},
  author = { Xin, Xiaoge and Wu, Tongwen and Zhang, Jie and Yao, Junchen and Fang, Yongjie },
  url = {https://onlinelibrary.wiley.com/doi/10.1002/joc.6590},
  journal = {International Journal of Climatology},
  volume = {40},
  pages = {6423-6440},
},
@article{Dunne
  title = {The GFDL Earth System Model Version 4.1 (GFDL‐ESM 4.1): Overall Coupled Model Description and Simulation Characteristics},
  author = { Dunne, J. P. and Horowitz, L. W. and Adcroft, A. J. and Ginoux, P. and Held, I. M. and John, J. G. and Krasting, J. P. and Malyshev, S. and Naik, V. and Paulot, F. and Shevliakova, E. and Stock, C. A. and Zadeh, N. and Balaji, V. and Blanton, C. and Dunne, K. A. and Dupuis, C. and Durachta, J. and Dussin, R. and Gauthier, P. P. G. and Griffies, S. M. and Guo, H. and Hallberg, R. W. and Harrison, M. and He, J. and Hurlin, W. and McHugh, C. and Menzel, R. and Milly, P. C. D. and Nikonov, S. and Paynter, D. J. and Ploshay, J. and Radhakrishnan, A. and Rand, K. and Reichl, B. G. and Robinson, T. and Schwarzkopf, D. M. and Sentman, L. T. and Underwood, S. and Vahlenkamp, H. and Winton, M. and Wittenberg, A. T. and Wyman, B. and Zeng, Y. and Zhao, M. },
  url = {https://onlinelibrary.wiley.com/doi/10.1029/2019MS002015},
  journal = {Journal of Advances in Modeling Earth Systems},
  volume = {12},
},
@article{Li
  title = {The Flexible Global Ocean‐Atmosphere‐Land System Model Grid‐Point Version 3 (FGOALS‐g3): Description and Evaluation},
  author = { Li, Lijuan and Yu, Yongqiang and Tang, Yanli and Lin, Pengfei and Xie, Jinbo and Song, Mirong and Dong, Li and Zhou, Tianjun and Liu, Li and Wang, Lu and Pu, Ye and Chen, Xiaolong and Chen, Lin and Xie, Zhenghui and Liu, Hongbo and Zhang, Lixia and Huang, Xin and Feng, Tao and Zheng, Weipeng and Xia, Kun and Liu, Hailong and Liu, Jiping and Wang, Yan and Wang, Longhuan and Jia, Binghao and Xie, Feng and Wang, Bin and Zhao, Shuwen and Yu, Zipeng and Zhao, Bowen and Wei, Jilin },
  url = {https://onlinelibrary.wiley.com/doi/10.1029/2019MS002012},
  journal = {Journal of Advances in Modeling Earth Systems},
  volume = {12},
},
@article{Hayashi
  title = {Dynamics for El Niño-La Niña asymmetry constrain equatorial-Pacific warming pattern},
  author = { Hayashi, Michiya and Jin, Fei-Fei and Stuecker, Malte F. },
  url = {https://www.nature.com/articles/s41467-020-17983-y},
  journal = {Other},
  volume = {11},
  pages = {4230},
},
@article{Irving
  title = {A Mass and Energy Conservation Analysis of Drift in the CMIP6 Ensemble},
  author = { Irving, Damien and Hobbs, Will and Church, John and Zika, Jan },
  url = {https://journals.ametsoc.org/doi/10.1175/JCLI-D-20-0281.1},
  journal = {Journal of Climate},
  pages = {1-43},
},
@article{Séférian
  title = {Tracking Improvement in Simulated Marine Biogeochemistry Between CMIP5 and CMIP6},
  author = { Séférian, Roland and Berthet, Sarah and Yool, Andrew and Palmiéri, Julien and Bopp, Laurent and Tagliabue, Alessandro and Kwiatkowski, Lester and Aumont, Olivier and Christian, James and Dunne, John and Gehlen, Marion and Ilyina, Tatiana and John, Jasmin G. and Li, Hongmei and Long, Matthew C. and Luo, Jessica Y. and Nakano, Hideyuki and Romanou, Anastasia and Schwinger, Jörg and Stock, Charles and Santana-Falcón, Yeray and Takano, Yohei and Tjiputra, Jerry and Tsujino, Hiroyuki and Watanabe, Michio and Wu, Tongwen and Wu, Fanghua and Yamamoto, Akitomo },
  url = {https://link.springer.com/article/10.1007/s40641-020-00160-0},
  journal = {Other},
},
@article{Andrews
  title = {Historical Simulations With HadGEM3‐GC3.1 for CMIP6},
  author = { Andrews, Martin B. and Ridley, Jeff K. and Wood, Richard A. and Andrews, Timothy and Blockley, Edward W. and Booth, Ben and Burke, Eleanor and Dittus, Andrea J. and Florek, Piotr and Gray, Lesley J. and Haddad, Stephen and Hardiman, Steven C. and Hermanson, Leon and Hodson, Dan and Hogan, Emma and Jones, Gareth S. and Knight, Jeff R. and Kuhlbrodt, Till and Misios, Stergios and Mizielinski, Matthew S. and Ringer, Mark A. and Robson, Jon and Sutton, Rowan T. },
  url = {https://onlinelibrary.wiley.com/doi/abs/10.1029/2019MS001995},
  journal = {Journal of Advances in Modeling Earth Systems},
  volume = {12},
},
@article{Séférian
  title = {Evaluation of CNRM Earth System Model, CNRM‐ESM2‐1: Role of Earth System Processes in Present‐Day and Future Climate},
  author = { Séférian, Roland and Nabat, Pierre and Michou, Martine and Saint‐Martin, David and Voldoire, Aurore and Colin, Jeanne and Decharme, Bertrand and Delire, Christine and Berthet, Sarah and Chevallier, Matthieu and Sénési, Stephane and Franchisteguy, Laurent and Vial, Jessica and Mallet, Marc and Joetzjer, Emilie and Geoffroy, Olivier and Guérémy, Jean‐François and Moine, Marie‐Pierre and Msadek, Rym and Ribes, Aurélien and Rocher, Matthias and Roehrig, Romain and Salas‐y‐Mélia, David and Sanchez, Emilia and Terray, Laurent and Valcke, Sophie and Waldman, Robin and Aumont, Olivier and Bopp, Laurent and Deshayes, Julie and Éthé, Christian and Madec, Gurvan },
  url = {https://onlinelibrary.wiley.com/doi/abs/10.1029/2019MS001791},
  journal = {Journal of Advances in Modeling Earth Systems},
  volume = {11},
  pages = {4182-4227},
},
@article{Voldoire
  title = {Evaluation of CMIP6 DECK Experiments With CNRM‐CM6‐1},
  author = { Voldoire, A. and Saint‐Martin, D. and Sénési, S. and Decharme, B. and Alias, A. and Chevallier, M. and Colin, J. and Guérémy, J.‐F. and Michou, M. and Moine, M.‐P. and Nabat, P. and Roehrig, R. and Salas y Mélia, D. and Séférian, R. and Valcke, S. and Beau, I. and Belamari, S. and Berthet, S. and Cassou, C. and Cattiaux, J. and Deshayes, J. and Douville, H. and Ethé, C. and Franchistéguy, L. and Geoffroy, O. and Lévy, C. and Madec, G. and Meurdesoif, Y. and Msadek, R. and Ribes, A. and Sanchez‐Gomez, E. and Terray, L. and Waldman, R. },
  url = {https://onlinelibrary.wiley.com/doi/abs/10.1029/2019MS001683},
  journal = {Journal of Advances in Modeling Earth Systems},
  volume = {11},
  pages = {2177-2213},
},
@article{Irving
  title = {Anthropogenic Aerosols, Greenhouse Gases, and the Uptake, Transport, and Storage of Excess Heat in the Climate System},
  author = { Irving, Damien. B. and Wijffels, Susan. and Church, John. A. },
  url = {https://onlinelibrary.wiley.com/doi/abs/10.1029/2019GL082015},
  journal = {Geophysical Research Letters},
  volume = {46},
  pages = {4894-4903},
},
@article{Watanabe
  title = {Remote effects of mixed layer development on ocean acidification in the subsurface layers of the North Pacific},
  author = { Watanabe, Michio and Kawamiya, Michio },
  url = {https://link.springer.com/article/10.1007/s10872-017-0431-3},
  journal = {Other},
  volume = {73},
  pages = {771-784},
},