Capotondi, A., Rodrigues, R. R., Sen Gupta, A., Benthuysen, J. A., Deser, C., Frölicher, T. L., Lovenduski, N. S., Amaya, D. J., Le Grix, N., Xu, T., Hermes, J., Holbrook, N. J., Martinez-Villalobos, C., Masina, S., Roxy, M. K., Schaeffer, A., Schlegel, R. W., Smith, K. E., and Wang, C.: A global overview of marine heatwaves in a changing climate, Commun. Earth Environ., 5, 701, https://doi.org/10.1038/s43247-024-01806-9, 2024.
Chatzimentor, A., Doxa, A., Katsanevakis, S., and Mazaris, A. D.: Are Mediterranean marine threatened species at high ris
k by climate change?, Glob. Change Biol., 29, 1809–1821, https://doi.org/10.1111/gcb.16577, 2023.
Crisci, C., Bensoussan, N., Romano, J. C., and Garrabou, J.: Temperature Anomalies and Mortality Events in Marine Communities: Insights on Factors behind Differential Mortality Impacts in the NW Mediterranean, PLoS ONE, 6, e23814, https://doi.org/10.1371/journal.pone.0023814, 2011.
Darmaraki, S., Denaxa, D., Theodorou, I., Livanou, E., Rigatou, D., Raitsos E., D., Stavrakidis-zachou, O., Dimarchopoulou, D., Bonino, G., Mcadam, R., Organelli, E., Pitsouni, A., and Parasyris, A.: Marine Heatwaves in the Mediterranean Sea: A Literature Review, Mediterr. Mar. Sci., 25, 586–620, https://doi.org/10.12681/mms.38392, 2024.
EU Copernicus Marine Service Product: Mediterranean Sea – High Resolution L4 Sea Surface Temperature Reprocessed, Mercator Ocean International [data set], https://doi.org/10.48670/moi-00173, last access: 27 April 2024.
Fernández Álvarez, B.: Blanca-Fdez/Tracking_MHWs_Balearic_Sea: v01, Zenodo [code], https://doi.org/10.5281/zenodo.15632482, 2025.
Gleckler, P. J., Durack, P. J., Stouffer, R. J., Johnson, G. C., and Forest, C. E.: Industrial-era global ocean heat uptake doubles in recent decades, Nat. Clim. Change, 6, 394–398, https://doi.org/10.1038/nclimate2915, 2016.
Gruber, N., Clement, D., Carter, B. R., Feely, R. A., van Heuven, S., Hoppema, M., Ishii, M., Key, R. M., Kozyr, A., Lauvset, S. K., Lo Monaco, C., Mathis, J. T., Murata, A., Olsen, A., Perez, F. F., Sabine, C. L., Tanhua, T., and Wanninkhof, R.: The Oceanic Sink for Anthropogenic CO
2 from 1994 to 2007, Science, 363, 1193–1199, https://doi.org/10.1126/science.aau5153, 2019.
Hamdeno, M. and Alvera-Azcaráte, A.: Marine heatwaves characteristics in the Mediterranean Sea: Case study the 2019 heatwave events, Front. Mar. Sci., 10, 1093760, https://doi.org/10.3389/fmars.2023.1093760, 2023
Helsel, D. R., Hirsch, R. M., Ryberg, K. R., Archfield, S. A., and Gilroy, E. J.: Statistical methods in water resources: U.S. Geological Survey Techniques and Methods, Chap. 10, 458 pp., https://doi.org/10.3133/tm4a3, 2020.
Heslop, E. E., Ruiz, S., Allen, J., López-Jurado, J. L., Renault, L., and Tintoré, J.: Autonomous Underwater Gliders Monitoring Variability at “Choke Points” in Our Ocean System: A Case Study in the Western Mediterranean Sea, Geophys. Res. Lett., 39, https://doi.org/10.1029/2012gl053717, 2012.
Hobday, A. J., Alexander, L. V., Perkins, S. E., Smale, D. A., Straub, S. C., Oliver, E. C. J., Benthuysen, J. A., Burrows, M. T., Donat, M. G., Feng, M., Holbrook, N. J., Moore, P. J., Scannell, H. A., Sen Gupta, A., and Wernberg, T.: A hierarchical approach to defining marine heatwaves, Prog. Oceanogr., 141, 227–238, https://doi.org/10.1016/j.pocean.2015.12.014, 2016.
Hobday, A. J., Oliver, E. C. J., Sen Gupta, A., Benthuysen, J. A., Burrows, M. T., Donat, M. G., Holbrook, N. J., Moore, P. J., Thomsen, M. S., Wernberg, T., and Smale, D. A.: Categorizing and naming marine heatwaves, Oceanography, 31, 162–173, https://doi.org/10.5670/oceanog.2018.205, 2018.
Holbrook, N. J., Scannell, H. A., Sen Gupta, A., Benthuysen, J. A., Feng, M., Oliver, E. C. J., Alexander, L. v., Burrows, M. T., Donat, M. G., Hobday, A. J., Moore, P. J., Perkins-Kirkpatrick, S. E., Smale, D. A., Straub, S. C., and Wernberg, T.: A global assessment of marine heatwaves and their drivers, Nat. Commun., 10, 2624, https://doi.org/10.1038/s41467-019-10206-z, 2019.
Ibrahim, O., Mohamed, B., and Nagy, H.: Spatial Variability and Trends of Marine Heat Waves in the Eastern Mediterranean Sea over 39 Years, J. Mar. Sci. Eng., 9, 643, https://doi.org/10.3390/jmse9060643, 2021.
IPCC: Changing Ocean, Marine Ecosystems, and Dependent Communities, The Ocean and Cryosphere in a Changing Climate, 447–588, https://doi.org/10.1017/9781009157964.007, 2022
Jacox, M. G.: Marine heatwaves in a changing climate, Nature, 571, 485–487, https://doi.org/10.1038/d41586-019-02196-1, 2019.
James, G., Witten, D., Hastie, T., Tibshirani, R., and Taylor, J.: An Introduction to Statistical Learning: with Applications in Python, Springer,
https://www.statlearning.com/ (last access: 10 Novwmber 2024), 2023.
Juza, M., Fernández-Mora, A., and Tintoré, J.: Sub-Regional Marine Heat Waves in the Mediterranean Sea From Observations: Long-Term Surface Changes, Sub-Surface and Coastal Responses, Front. Mar. Sci., 9, 785771, https://doi.org/10.3389/fmars.2022.785771, 2022.
Juza, M., De Alfonso, M., and Fernández-Mora, Á.: Coastal ocean response during the unprecedented marine heatwaves in the western Mediterranean in 2022, State Planet, 4-osr8, 1–11, https://doi.org/10.5194/sp-4-osr8-14-2024, 2024.
Juza, M. and Tintoré, J.: Multivariate Sub-Regional Ocean Indicators in the Mediterranean Sea: From Event Detection to Climate Change Estimations, Front. Mar. Sci., 8, 610589, https://doi.org/10.3389/fmars.2021.610589, 2021.
Lionello, P. and Scarascia, L.: The relation between climate change in the Mediterranean region and global warming, Reg. Environ. Change, 18, 1481–1493, https://doi.org/10.1007/s10113-018-1290-1, 2018.
Marbà, N., Jordà, G., Agustí, S., Girard, C., and Duarte, C. M.: Footprints of climate change on Mediterranean Sea biota, Front. Mar. Sci., 2, 155437, https://doi.org/10.3389/fmars.2015.00056, 2015.
Marcos, M., Amores, A., Agulles, M., Robson, J., and Feng, X.: Global warming drives a threefold increase in persistence and 1 °C rise in intensity of marine heatwaves, P. Natl. Acad. Sci. USA, 122, e2413505122, https://doi.org/10.1073/pnas.2413505122, 2025.
Martínez, J., Leonelli, F. E., García-Ladona, E., Garrabou, J., Kersting, D. K., Bensoussan, N., and Pisano, A.: Evolution of marine heatwaves in warming seas: the Mediterranean Sea case study, Front. Mar. Sci., 10, 1193164, https://doi.org/10.3389/fmars.2023.1193164, 2023.
Marullo, S., Serva, F., Iacono, R., Napolitano, E., di Sarra, A., Meloni, D., Monteleone, F., Sferlazzo, D., de Silvestri, L., de Toma, V., Pisano, A., Bellacicco, M., Landolfi, A., Organelli, E., Yang, C., and Santoleri, R.: Record-breaking persistence of the 2022/23 marine heatwave in the Mediterranean Sea, Environ. Res. Lett., 18, 114041, https://doi.org/10.1088/1748-9326/ad02ae, 2023.
McAdam, R., Bonino, G., Clementi, E., and Masina, S.: Forecasting the Mediterranean Sea marine heatwave of summer 2022, State Planet, 4-osr8, 1–10, https://doi.org/10.5194/sp-4-osr8-13-2024, 2024.
Merchant, C. J., Embury, O., Bulgin, C. E., Block, T., Corlett, G. K., Fiedler, E., Good, S. A., Mittaz, J., Rayner, N. A., Berry, D., Eastwood, S., Taylor, M., Tsushima, Y., Waterfall, A., Wilson, R., and Donlon, C.: Satellite-Based Time-Series of Sea-Surface Temperature since 1981 for Climate Applications, Sci. Data, 6, 223, https://doi.org/10.1038/s41597-019-0236-x, 2019.
Mohamed, B., Ibrahim, O., and Nagy, H.: Sea Surface Temperature Variability and Marine Heatwaves in the Black Sea, Remote Sens., 14, 2383, https://doi.org/10.3390/rs14102383, 2022.
Mohamed, B., Barth, A., and Alvera-Azcárate, A.: Extreme marine heatwaves and cold-spells events in the Southern North Sea: classifications, patterns, and trends, Front. Mar. Sci., 10, https://doi.org/10.3389/fmars.2023.1258117, 2023.
Oliver, E. C. J.: Mean warming not variability drives marine heatwave trends, Clim. Dynam., 53, 1653–1659, https://doi.org/10.1007/s00382-019-04707-2, 2019.
Oliver, E. C. J., Donat, M. G., Burrows, M. T., Moore, P. J., Smale, D. A., Alexander, L. v., Benthuysen, J. A., Feng, M., sen Gupta, A., Hobday, A. J., Holbrook, N. J., Perkins-Kirkpatrick, S. E., Scannell, H. A., Straub, S. C., and Wernberg, T.: Longer and More Frequent Marine Heatwaves over the Past Century, Nat. Commun., 9, 1324, https://doi.org/10.1038/s41467-018-03732-9, 2018.
Oliver, E. C. J., Benthuysen, J. A., Darmaraki, S., Donat, M. G., Hobday, A. J., Holbrook, N. J., Schlegel, R. W., and Sen Gupta, A.: Marine Heatwaves, Annu. Rev. Mar. Sci., 13, 313–342, https://doi.org/10.1146/annurev-marine-032720-095144, 2021.
Pascual, A. and Macías, D.: Ocean Science Challenges for 2030, Vol. 13, Madrid, Consejo Superior de Investigaciones Científicas (Eds.), Editorial CSIC, Madrid, Spain, 201 pp., ISBN 978-84-00-10762-8, 2021.
Pastor, F., Valiente, J. A., and Khodayar, S.: A Warming Mediterranean: 38 Years of Increasing Sea Surface Temperature, Remote Sens., 12, 2687, https://doi.org/10.3390/rs12172687, 2020.
Pearce, A. F., Lenanton, R., Jackson, G., Moore, J., Feng, M., and Gaughan D.: The “marine heat wave” off Western Australia during the summer of 2010/11, Western Australian Fisheries and Marine Research Laboratories, North Beach, Australia,
https://fish.gov.au/Archived-Reports/Documents/Pearce_et_al_2011.pdf (last access: 9 September 2025), 2011.
Pirro, A., Martellucci, R., Gallo, A., Kubin, E., Mauri, E., Juza, M., Notarstefano, G., Pacciaroni, M., Bussani, A., and Menna, M.: Subsurface warming derived from Argo floats during the 2022 Mediterranean marine heat wave, State Planet, 4-osr8, 1–12, https://doi.org/10.5194/sp-4-osr8-18-2024, 2024.
Pisano, A., Marullo, S., Artale, V., Falcini, F., Yang, C., Leonelli, F. E., Santoleri, R., and Nardelli, B. B.: New Evidence of Mediterranean Climate Change and Variability from Sea Surface Temperature Observations, Remote Sens., 12, 132, https://doi.org/10.3390/rs12010132, 2020.
Reglero, P., Ortega, A., Balbín, R., Abascal, F. J., Medina, A., Blanco, E., de la Gándara, F., Alvarez-Berastegui, D., Hidalgo, M., Rasmuson, L., Alemany, F., and Fiksen, Ø: Atlantic bluefin tuna spawn at suboptimal temperatures for their offspring, P. Roy. Soc. B-Biol. Sci., 285, 20171405, https://doi.org/10.1098/rspb.2017.1405, 2018.
Rosselló, P.: canagrisa/MHW_moving_fixed: MHW Mediterranean Sea moving-fixed baseline v1.0, Zenodo [code], https://doi.org/10.5281/zenodo.7908932, 2023.
Rosselló, P., Pascual, A., and Combes, V.: Assessing Marine Heat Waves in the Mediterranean Sea: A Comparison of Fixed and Moving Baseline Methods, Front. Mar. Sci., 10, 1168368, https://doi.org/10.3389/fmars.2023.1168368, 2023.
Schiaparelli, S., Castellano, M., Povero, P., Sartoni, G., and Cattaneo-Vietti, R.: A benthic mucilage event in North-Western Mediterranean Sea and its possible relationships with the summer 2003 European heatwave: short term effects on littoral rocky assemblages, Mar. Ecol., 28, 341–353, https://doi.org/10.1111/j.1439-0485.2007.00155.x, 2007.
Shaltout, M. and Omstedt, A.: Recent Sea Surface Temperature Trends and Future Scenarios for the Mediterranean Sea, Oceanologia, 56, 411–443, https://doi.org/10.5697/oc.56-3.411, 2014.
Simon, A., Plecha, S. M., Russo, A., Teles-Machado, A., Donat, M. G., Auger, P.-A., and Trigo, R. M.: Hot and cold marine extrem
e events in the Mediterranean over the period 1982–2021, Front. Mar. Sci., 9, https://doi.org/10.3389/fmars.2022.892201, 2022.
Simon, A., Pires, C., Frölicher, T. L., and Russo, A.: Long-term warming and interannual variability contributions' to marine heatwaves in the Mediterranean, Weather and Climate Extremes, 42, 100619, https://doi.org/10.1016/j.wace.2023.100619, 2023.
Smith, K. E., Sen Gupta, A., Amaya, D., Benthuysen, J. A., Burrows, M. T., Capotondi, A., Filbee-Dexter, K., Frölicher, T. L., Hobday, A. J., Holbrook, N. J., Malan, N., Moore, P. J., Oliver, E. C. J., Richaud, B., Salcedo-Castro, J., Smale, D. A., Thomsen, M., and Wernberg, T.: Baseline matters: Challenges and implications of different marine heatwave baselines, Prog. Oceanogr., 231, 103404, https://doi.org/10.1016/j.pocean.2024.103404, 2025.
Trigo, R. M., Barriopedro, D., Garrido-Perez, J. M., Simon, A., Plecha, S. M., Teles-Machado, A., Russo, A., and Garcia-Herrera, R.: The outstanding European and Mediterranean heatwave activity during summer 2022, Atmos. Res., 323, 108195, https://doi.org/10.1016/j.atmosres.2025.108195, 2025.
Yue, S. and Wang, C.: The Mann-Kendall Test Modified by Effective Sample Size to Detect Trend in Serially Correlated Hydrological Series, Water. Resour. Manag., 18, 201–218, https://doi.org/10.1023/B:WARM.0000043140.61082.60, 2004.
