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1. Artificial Intelligence for Prediction of Climate Extremes: State of the art, challenges and future perspectives

Author

Materia, Stefano, García, Lluís Palma, van Straaten, Chiem, O, Sungmin, Mamalakis, Antonios, Cavicchia, Leone, Coumou, Dim, De Luca, Paolo, Kretschmer, Marlene, and Donat, Markus G.

Subjects
Physics - Atmospheric and Oceanic Physics
Abstract

Scientific and technological advances in numerical modelling have improved the quality of climate predictions over recent decades, but predictive skill remains limited in many aspects. Extreme events such as heat and cold waves, droughts, heavy rain and storms are particularly challenging to predict accurately due to their rarity and non-linear chaotic nature, and because of model limitations. However, recent studies have shown that predictive skill of extremes can be increased when using more sophisticated approaches, indicating that there might be systemic predictability that is not being leveraged. Recently, numerous studies have been devoted to the exploitation of Artificial Intelligence (AI) to study the predictability and make predictions of weather and climate. AI techniques have shown great potential to improve the prediction of extreme events and uncover their links to large-scale and local drivers. Machine and deep learning, causal discovery, explainable AI, are only some of the approaches that have been tested to both improve our understanding of the processes underlying predictability and enhance prediction skill of extreme events. Results are promising, especially for hybrid predictions that combine the AI, which can reveal and exploit unknown spatio-temporal connections from data, and climate models, that provide the theoretical foundation and interpretability of the physical world. On the other hand, challenges are multiple in many aspects, from data curation to model uncertainty and generalizability, to the reproducibility of methods and workflows. A few best practices are identified to increase trust in these novel techniques, and future perspectives are envisaged for further scientific development., Comment: 20 pages, 4 figures, 2 tables

Published
2023

9. Observed Global Changes in Sector‐Relevant Climate Extremes Indices—An Extension to HadEX3.

Author

Dunn, Robert J. H., Herold, Nicholas, Alexander, Lisa V., Donat, Markus G., Allan, Rob, Bador, Margot, Brunet, Manola, Cheng, Vincent, Ibadullah, Wan Maisarah Wan, Ibrahim, Muhammad Khairul Izzat Bin, Kruger, Andries, Kubota, Hisayuki, Lippmann, Tanya J. R., Marengo, Jose, Mbatha, Sifiso, McGree, Simon, Ngwenya, Sandile, Pabon Caicedo, Jose Daniel, Ramos, Andrea, and Salinger, Jim

Subjects
CLIMATE extremes, HEAT waves (Meteorology), CLIMATE change, AGRICULTURAL water supply, RAINFALL, WATER in agriculture
Abstract

Global gridded data sets of observed extremes indices underpin assessments of changes in climate extremes. However, similar efforts to enable the assessment of indices relevant to different sectors of society have been missing. Here we present a data set of sector‐specific indices, based on daily station data, that extends the HadEX3 data set of climate extremes indices. These additional indices, which can be used singly or in combinations, have been recommended by the World Meteorological Organization and are intended to empower decision makers in different sectors with accurate historical information about how sector‐relevant measures of the climate are changing, especially in regions where in situ daily temperature and rainfall data are hard to come by. The annual and/or monthly indices have been interpolated on to a 1.875° × 1.25° longitude‐latitude grid for 1901–2018. We show changes in globally‐averaged time series of these indices in comparison with reanalysis products. Changes in temperature‐based indices are consistent with global scale warming, with days with Tmax > 30°C (TXge30) increasing virtually everywhere with potential impacts on crop fertility. At the other end of the scale, the number of days with Tmin < −2°C (TNltm2) are reducing, decreasing potential damage from frosts. Changes in heat wave characteristics show increases in the number, duration and intensity of these extreme events in most places. The gridded netCDF files and, where possible, the underlying station indices are available from https://www.metoffice.gov.uk/hadobs/hadex3 and https://www.climdex.org. Plain Language Summary: To be able to assess changes in extreme temperature and rainfall events across the globe, data sets which capture characteristics of these extreme events are required. The use of indices for these characteristics further enables both data sharing and the comparison of events across the world. Extreme events have impacts across human health, our infrastructure and the natural environment. So far there has not been a global product which presents indices which are relevant for different sectors of our society, including health, agriculture and water resources. In this work we present an extension to an existing data set of extremes indices, HadEX3, by including indices defined by the World Meteorological Organization which were developed with sector specific applications in mind. We have used the same approach and methodology, and where possible the same underlying daily temperature and rainfall observations. The temperature indices show changes consistent with global scale warming, with heat wave characteristics showing increases in the number, duration and intensity of these extreme events in most places. The data files are available for use by interested researchers in their work. Key Points: We present a sector specific extension to a data set of gridded temperature and precipitation extremesThis first quasi‐global product of these indices will support decision makers in a wide range of sectorsLong‐term changes show increases in intensity, frequency, and duration of warm extremes, and corresponding decreases in cool extremes [ABSTRACT FROM AUTHOR]

Published
2024
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10. Comparing regional precipitation and temperature extremes in climate model and reanalysis products

Author

Angélil, Oliver, Perkins-Kirkpatrick, Sarah, Alexander, Lisa V, Stone, Dáithí, Donat, Markus G, Wehner, Michael, Shiogama, Hideo, Ciavarella, Andrew, and Christidis, Nikolaos

Subjects
Earth Sciences, Atmospheric Sciences, Climate Change Science, Climate Action, Extremes, Evaluation, Event attribution, CAM5.1, MlROC5, HadGEM3-A-N216, MIROC5, Atmospheric sciences, Climate change science
Abstract

A growing field of research aims to characterise the contribution of anthropogenic emissions to the likelihood of extreme weather and climate events. These analyses can be sensitive to the shapes of the tails of simulated distributions. If tails are found to be unrealistically short or long, the anthropogenic signal emerges more or less clearly, respectively, from the noise of possible weather. Here we compare the chance of daily land-surface precipitation and near-surface temperature extremes generated by three Atmospheric Global Climate Models typically used for event attribution, with distributions from six reanalysis products. The likelihoods of extremes are compared for area-averages over grid cell and regional sized spatial domains. Results suggest a bias favouring overly strong attribution estimates for hot and cold events over many regions of Africa and Australia, and a bias favouring overly weak attribution estimates over regions of North America and Asia. For rainfall, results are more sensitive to geographic location. Although the three models show similar results over many regions, they do disagree over others. Equally, results highlight the discrepancy amongst reanalyses products. This emphasises the importance of using multiple reanalysis and/or observation products, as well as multiple models in event attribution studies.

Published
2016

13. Introduction

Author

Boyer, Tim, primary, Bartow-Gillies, Ellen, additional, Abida, A., additional, Ades, Melanie, additional, Adler, Robert, additional, Adusumilli, Susheel, additional, Agyakwah, W., additional, Ahmasuk, Brandon, additional, Aldeco, Laura S., additional, Alexe, Mihai, additional, Alfaro, Eric J., additional, Allan, Richard P., additional, Allgood, Adam, additional, Alves, Lincoln. M., additional, Amador, Jorge A., additional, Anderson, John, additional, Andrade, B., additional, Anneville, Orlane, additional, Aono, Yasuyuki, additional, Arguez, Anthony, additional, Arosio, Carlo, additional, Atkinson, C., additional, Augustine, John A., additional, Avalos, Grinia, additional, Azorin-Molina, Cesar, additional, Backensto, Stacia A., additional, Bader, Stephan, additional, Baez, Julian, additional, Baiman, Rebecca, additional, Ballinger, Thomas J., additional, Banwell, Alison F., additional, Bardin, M. Yu, additional, Barichivich, Jonathan, additional, Barnes, John E., additional, Barreira, Sandra, additional, Beadling, Rebecca L., additional, Beck, Hylke E., additional, Becker, Emily J., additional, Bekele, E., additional, Bellido, Guillem Martín, additional, Bellouin, Nicolas, additional, Benedetti, Angela, additional, Benestad, Rasmus, additional, Berne, Christine, additional, Berner, Logan. T., additional, Bernhard, Germar H., additional, Bhatt, Uma S., additional, Bhuiyan, A. E., additional, Bigalke, Siiri, additional, Biló, Tiago, additional, Bissolli, Peter, additional, Bjerke Jarle, W., additional, Blagrave, Kevin, additional, Blake, Eric S., additional, Blenkinsop, Stephen, additional, Blunden, Jessica, additional, Bochníček, Oliver, additional, Bock, Olivier, additional, Bodenstein, Barbara, additional, Bodin, Xavier, additional, Bosilovich, Michael, additional, Boucher, Olivier, additional, Bozkurt, Deniz, additional, Brettschneider, Brian, additional, Bringas, Francis G., additional, Bringas, Francis, additional, Buechler, Dennis, additional, Buehler, Stefan A., additional, Bukunt, Brandon, additional, Calderón, Blanca, additional, Camargo, Suzana J., additional, Campbell, Jayaka, additional, Campos, Diego, additional, Carrea, Laura, additional, Carter, Brendan R., additional, Cetinić, Ivona, additional, Chambers, Don P., additional, Chan, Duo, additional, Chandler, Elise, additional, Chang, Kai-Lan, additional, Chen, Hua, additional, Chen, Lin, additional, Cheng, Lijing, additional, Cheng, Vincent Y. S., additional, Chomiak, Leah, additional, Christiansen, Hanne H., additional, Christy, John R., additional, Chung, Eui-Seok, additional, Ciasto, Laura M., additional, Clarke, Leonardo, additional, Clem, Kyle R., additional, Clingan, Scott, additional, Coelho, Caio A.S., additional, Cohen, Judah L., additional, Coldewey-Egbers, Melanie, additional, Colwell, Steve, additional, Cooper, Owen R., additional, Cornes, Richard C., additional, Correa, Kris, additional, Costa, Felipe, additional, Covey, Curt, additional, Coy, Lawrence, additional, Créatux, Jean-François, additional, Crhova, Lenka, additional, Crimmins, Theresa, additional, Cronin, Meghan F., additional, Cropper, Thomas, additional, Crotwell, Molly, additional, Culpepper, Joshua, additional, Cunha, Ana P., additional, Cusicanqui, Diego, additional, Datta, Rajashree T., additional, Davis, Sean M., additional, De Bock, Veerle, additional, de Jeu, Richard A. M., additional, De Laat, Jos, additional, Decharme, Bertrand, additional, Degenstein, Doug, additional, Delaloye, Reynald, additional, Demircan, Mesut, additional, Derksen, Chris, additional, Deus, Ricardo, additional, Dhurmea, K. R., additional, Diamond, Howard J., additional, Dirkse, S., additional, Divine, Dmitry, additional, Dokulil, Martin T., additional, Donat, Markus G., additional, Dong, Shenfu, additional, Dorigo, Wouter A., additional, Drost Jensen, Caroline, additional, Druckenmiller, Matthew L., additional, Drumond, Paula, additional, du Plessis, Marcel, additional, Dugan, Hilary A., additional, Dulamsuren, Dashkhuu, additional, Dunmire, Devon, additional, Dunn, Robert J. H., additional, Durre, Imke, additional, Dusek, Robert, additional, Dutton, Geoff, additional, Duveiller, Gregory, additional, Ekici, Mithat, additional, Elias Chereque, Alesksandra, additional, ElKharrim, M., additional, Epstein, Howard E., additional, Espinoza, Jhan-Carlo, additional, Estilow, Thomas W., additional, Estrella, Nicole, additional, Fauchereau, Nicolas, additional, Fausto, Robert S., additional, Feely, Richard A., additional, Fenimore, Chris, additional, Fereday, David, additional, Fettweis, Xavier, additional, Fioletov, vitali E., additional, Flemming, Johannes, additional, Fogarty, Chris, additional, Fogt, Ryan L., additional, Forbes, Bruce C., additional, Foster, Michael J., additional, Franz, Bryan A., additional, Freeman, Natalie M., additional, Fricker, Helen A., additional, Frith, Stacey M., additional, Froidevaux, Lucien, additional, Frost, Gerald V. (JJ), additional, Fuhrman, Steven, additional, Füllekrug, Martin, additional, Ganter, Catherine, additional, Gao, Meng, additional, Gardner, Alex S., additional, Garforth, Judith, additional, Garg, Jay, additional, Gerland, Sebastian, additional, Gibbes, Badin, additional, Gille, Sarah T., additional, Gilson, John, additional, Gleason, Karin, additional, Gobron, Nadine, additional, Goetz, Scott J., additional, Goldenberg, Stanley B., additional, Goni, Gustavo, additional, Goodman, Steven, additional, Goto, Atsushi, additional, Grooß, Jens-Uwe, additional, Gruber, Alexander, additional, Gu, Guojun, additional, Guard, Charles “Chip” P., additional, Hagos, S., additional, Hahn, Sebastian, additional, Haimberger, Leopold, additional, Hall, Bradley D., additional, Hamlington, Benjamin D., additional, Hanna, Edward, additional, Hanssen-Bauer, Inger, additional, Harnos, Daniel S., additional, Harris, Ian, additional, He, Qiong, additional, Heim, Richard R., additional, Hellström, Sverker, additional, Hemming, Deborah L., additional, Hendricks, Stefan, additional, Hicks, J., additional, Hidalgo, Hugo G., additional, Hirschi, Martin, additional, Ho, Shu-peng (Ben), additional, Hobbs, W., additional, Holmes, Robert M., additional, Holzworth, Robert, additional, Hrbáček, Filip, additional, Hu, Guojie, additional, Hu, Zeng-Zhen, additional, Huang, Boyin, additional, Huang, Hongjie, additional, Hurst, Dale F., additional, Ialongo, Iolanda, additional, Inness, Antje, additional, Isaksen, Ketil, additional, Ishii, Masayoshi, additional, Jadra, Gerardo, additional, Jevrejeva, Svetlana, additional, John, Viju O., additional, Johns, W., additional, Johnsen, Bjørn, additional, Johnson, Bryan, additional, Johnson, Gregory C., additional, Jones, Philip D., additional, Jones, Timothy, additional, Josey, Simon A., additional, Jumaux, G., additional, Junod, Robert, additional, Kääb, Andreas, additional, Kabidi, K., additional, Kaiser, Johannes W., additional, Kaler, Robb S.A., additional, Kaleschke, Lars, additional, Kaufmann, Viktor, additional, Kazemi, Amin Fazl, additional, Keller, Linda M., additional, Kellerer-Pirklbauer, Andreas, additional, Kendon, Mike, additional, Kennedy, John, additional, Kent, Elizabeth C., additional, Kerr, Kenneth, additional, Khan, Valentina, additional, Khiem, Mai Van, additional, Kidd, Richard, additional, Kim, Mi Ju, additional, Kim, Seong-Joong, additional, Kipling, Zak, additional, Klotzbach, Philip J., additional, Knaff, John A., additional, Koppa, Akash, additional, Korshunova, Natalia N., additional, Kraemer, Benjamin M., additional, Kramarova, Natalya A., additional, Kruger, A. C., additional, Kruger, Andries, additional, Kumar, Arun, additional, L’Heureux, Michelle, additional, La Fuente, Sofia, additional, Laas, Alo, additional, Labe, Zachary M., additional, Lader, Rick, additional, Lakatos, Mónika, additional, Lakkala, Kaisa, additional, Lam, Hoang Phuc, additional, Lan, Xin, additional, Landschützer, Peter, additional, Landsea, Chris W., additional, Lang, Timothy, additional, Lankhorst, Matthias, additional, Lantz, Kathleen O., additional, Lara, Mark J., additional, Lavado-Casimiro, Waldo, additional, Lavers, David A., additional, Lazzara, Matthew A., additional, Leblanc, Thierry, additional, Lee, Tsz-Cheung, additional, Leibensperger, Eric M., additional, Lennard, Chris, additional, Leuliette, Eric, additional, Leung, Kinson H. Y., additional, Lieser, Jan L., additional, Likso, Tanja, additional, Lin, I-I., additional, Lindsey, Jackie, additional, Liu, Yakun, additional, Locarnini, Ricardo, additional, Loeb, Norman G., additional, Loomis, Bryant D., additional, Lorrey, Andrew M., additional, Loyola, Diego, additional, Lu, Rui, additional, Lumpkin, Rick, additional, Luo, Jing-Jia, additional, Luojus, Kari, additional, Lyman, John M., additional, Maberly, Stephen C., additional, Macander, Matthew J., additional, MacFerrin, Michael, additional, MacGilchrist, Graeme A., additional, MacLennan, Michelle L., additional, Madelon, Remi, additional, Magee, Andrew D., additional, Magnin, Florence, additional, Mamen, Jostein, additional, Mankoff, Ken D., additional, Manney, Gloria L., additional, Marcinonienė, Izolda, additional, Marengo, Jose A., additional, Marjan, Mohammadi, additional, Martínez, Ana E., additional, Massom, Robert A., additional, Matsuzaki, Shin-Ichiro, additional, May, Linda, additional, Mayer, Michael, additional, Mazloff, Matthew R., additional, McAfee, Stephanie A., additional, McBride, C., additional, McCabe, Matthew F., additional, McClelland, James W., additional, McPhaden, Michael J., additional, Mcvicar, Tim R., additional, Mears, Carl A., additional, Meier, Walter N., additional, Mekonnen, A., additional, Menzel, Annette, additional, Merchant, Christopher J., additional, Merrifield, Mark A., additional, Meyer, Michael F., additional, Meyers, Tristan, additional, Mikolajczyk, David E., additional, Miller, John B., additional, Miralles, Diego G., additional, Misevicius, Noelia, additional, Mishonov, Alexey, additional, Mitchum, Gary T., additional, Moat, Ben I., additional, Moesinger, Leander, additional, Moise, Aurel, additional, Molina-Carpio, Jorge, additional, Monet, Ghislaine, additional, Montzka, Stephan A., additional, Moon, Twila A., additional, Moore, G. W. K., additional, Mora, Natali, additional, Morán, Johnny, additional, Morehen, Claire, additional, Morice, Colin, additional, Mostafa, A. E., additional, Mote, Thomas L., additional, Mrekaj, Ivan, additional, Mudryk, Lawrence, additional, Mühle, Jens, additional, Müller, Rolf, additional, Nance, David, additional, Nash, Eric R., additional, Nerem, R. Steven, additional, Newman, Paul A., additional, Nicolas, Julien P., additional, Nieto, Juan J., additional, Noetzli, Jeannette, additional, Noll, Ben, additional, Norton, Taylor, additional, Nyland, Kelsey E., additional, O’Keefe, John, additional, Ochwat, Naomi, additional, Oikawa, Yoshinori, additional, Okunaka, Yuka, additional, Osborn, Timothy J., additional, Overland, James E., additional, Park, Taejin, additional, Parrington, Mark, additional, Parrish, Julia K., additional, Pasch, Richard J., additional, Pascual Ramírez, Reynaldo, additional, Pellet, Cécile, additional, Pelto, Mauri S., additional, Perčec Tadić, Melita, additional, Perovich, Donald K., additional, Petersen, Guðrún Nína, additional, Petersen, Kyle, additional, Petropavlovskikh, Irina, additional, Petty, Alek, additional, Pezza, Alexandre B., additional, Pezzi, Luciano P., additional, Phillips, Coda, additional, Phoenix, Gareth K., additional, Pierson, Don, additional, Pinto, Izidine, additional, Pires, Vanda, additional, Pitts, Michael, additional, Po-Chedley, Stephen, additional, Pogliotti, Paolo, additional, Poinar, Kristin, additional, Polvani, Lorenzo, additional, Preimesberger, Wolfgang, additional, Price, Colin, additional, Pulkkanen, Merja, additional, Purkey, Sarah G., additional, Qiu, Bo, additional, Quisbert, Kenny, additional, Quispe, Willy R., additional, Rajeevan, M., additional, Ramos, Andrea M., additional, Randel, William J., additional, Rantanen, Mika, additional, Raphael, Marilyn N., additional, Reagan, James, additional, Recalde, Cristina, additional, Reid, Phillip, additional, Rémy, Samuel, additional, Reyes Kohler, Alejandra J., additional, Ricciardulli, Lucrezia, additional, Richardson, Andrew D., additional, Ricker, Robert, additional, Robinson, David A., additional, Robjhon, M., additional, Rocha, Willy, additional, Rodell, Matthew, additional, Rodriguez Guisado, Esteban, additional, Rodriguez-Fernandez, Nemesio, additional, Romanovsky, Vladimir E., additional, Ronchail, Josyane, additional, Rosencrans, Matthew, additional, Rosenlof, Karen H., additional, Rösner, Benjamin, additional, Rösner, Henrieke, additional, Rozanov, Alexei, additional, Rozkošný, Jozef, additional, Rubek, Frans, additional, Rusanovskaya, Olga O., additional, Rutishauser, This, additional, Sabeerali, C. T., additional, Salinas, Roberto, additional, Sánchez-Lugo, Ahira, additional, Santee, Michelle L., additional, Santini, Marcelo, additional, Sato, Katsunari, additional, Sawaengphokhai, Parnchai, additional, Sayouri, A., additional, Scambos, Theodore, additional, Schenzinger, Verena, additional, Schimanke, Semjon, additional, Schlegel, Robert W., additional, Schmid, Claudia, additional, Schmid, Martin, additional, Schneider, Udo, additional, Schreck, Carl J., additional, Schultz, Cristina, additional, _, _, additional, Segele, Z. T., additional, Sensoy, Serhat, additional, Serbin, Shawn P., additional, Serreze, Mark C., additional, Setiawan, Amsari Mudzakir, additional, Sezaki, Fumi, additional, Sharma, Sapna, additional, Sharp, Jonathan D., additional, Sheffield, Gay, additional, Shi, Jia-Rui, additional, Shi, Lei, additional, Shiklomanov, Alexander I., additional, Shiklomanov, Nikolay I., additional, Shimaraeva, Svetlana V., additional, Shukla, R., additional, Siegel, David A., additional, Silow, Eugene A., additional, Sima, F., additional, Simmons, Adrian J., additional, Smeed, David A., additional, Smith, Adam, additional, Smith, Matthew M., additional, Smith, Sharon L., additional, Soden, Brian J., additional, Sofieva, Viktoria, additional, Souza, Everaldo, additional, Sparks, Tim H., additional, Spence-Hemmings, Jacqueline, additional, Spencer, Robert G. M., additional, Spillane, Sandra, additional, Sreejith, O. P., additional, Srivastava, A. K., additional, Stackhouse, Paul W., additional, Stammerjohn, Sharon, additional, Stauffer, Ryan, additional, Steinbrecht, Wolfgang, additional, Steiner, Andrea K., additional, Stella, Jose L., additional, Stephenson, Tannecia S., additional, Stradiotti, Pietro, additional, Strahan, Susan E., additional, Streletskiy, Dmitry A., additional, Surendran, Divya E., additional, Suslova, Anya, additional, Svendby, Tove, additional, Sweet, William, additional, Takahashi, Kiyotoshi, additional, Takemura, Kazuto, additional, Tank, Suzanne E., additional, Taylor, Michael A., additional, Tedesco, Marco, additional, Thackeray, Stephen J., additional, Thiaw, W. M., additional, Thibert, Emmanuel, additional, Thoman, Richard L., additional, Thompson, Andrew F., additional, Thompson, Philip R., additional, Tian-Kunze, Xiangshan, additional, Timmermans, Mary-Louise, additional, Timofeyev, Maxim A., additional, Tobin, Skie, additional, Tømmervik, Hans, additional, Tourpali, Kleareti, additional, Trescilo, Lidia, additional, Tretiakov, Mikhail, additional, Trewin, Blair C., additional, Triñanes, Joaquin A., additional, Trotman, Adrian, additional, Truchelut, Ryan E., additional, Trusel, Luke D., additional, Tye, Mari R., additional, van der A, Ronald, additional, van der Schalie, Robin, additional, van der Schrier, Gerard, additional, Van Hemert, Caroline, additional, Van Meerbeeck, Cedric J., additional, van vliet, Arnold J.H., additional, Vazife, Ahad, additional, Verburg, Piet, additional, Vernier, Jean-Paul, additional, Vimont, Isaac J., additional, Virts, Katrina, additional, Vivero, Sebastián, additional, Volkov, Denis L., additional, Vömel, Holger, additional, Vose, Russell S., additional, Walker, Donald (Skip) A., additional, Walsh, John E., additional, Wang, Bin, additional, Wang, Hui, additional, Wang, Muyin, additional, Wang, Ray H. J., additional, Wang, Xinyue, additional, Wanninkhof, Rik, additional, Warnock, Taran, additional, Weber, Mark, additional, Webster, Melinda, additional, Wehrlé, Adrian, additional, Wen, Caihong, additional, Westberry, Toby K., additional, Widlansky, Matthew J., additional, Wiese, David N., additional, Wild, Jeannette D., additional, Wille, Jonathan D., additional, Willems, An, additional, Willett, Kate M., additional, Williams, Earle, additional, Willis, J., additional, Wong, Takmeng, additional, Wood, Kimberly M., additional, Woolway, Richard Iestyn, additional, Xie, Ping-Ping, additional, Yang, Daqing, additional, Yin, Xungang, additional, Yin, Ziqi, additional, Zeng, Zhenzhong, additional, Zhang, Huai-min, additional, Zhang, Li, additional, Zhang, Peiqun, additional, Zhao, Lin, additional, Zhou, Xinjia, additional, Zhu, Zhiwei, additional, Ziemke, Jerry R., additional, Ziese, Markus, additional, Zolkos, Scott, additional, Zotta, Ruxandra M., additional, Zou, Cheng-Zhi, additional, Allen, Jessicca, additional, Camper, Amy V., additional, Haley, Bridgette O., additional, Hammer, Gregory, additional, Love-Brotak, S. Elizabeth, additional, Ohlmann, Laura, additional, Noguchi, Lukas, additional, Riddle, Deborah B., additional, and Veasey, Sara W., additional

Published
2023
Full Text
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14. Global Climate

Author

Dunn, Robert J. H., primary, Miller, John B., additional, Willett, Kate M., additional, Gobron, Nadine, additional, Ades, Melanie, additional, Adler, Robert, additional, Alexe, Mihai, additional, Allan, Richard P., additional, Anderson, John, additional, Anneville, Orlane, additional, Aono, Yasuyuki, additional, Arguez, Anthony, additional, Arosio, Carlo, additional, Augustine, John A., additional, Azorin-Molina, Cesar, additional, Barichivich, Jonathan, additional, Barnes, John E., additional, Beck, Hylke E., additional, Bellouin, Nicolas, additional, Benedetti, Angela, additional, Blagrave, Kevin, additional, Blenkinsop, Stephen, additional, Bock, Olivier, additional, Bodin, Xavier, additional, Bosilovich, Michael, additional, Boucher, Olivier, additional, Buechler, Dennis, additional, Buehler, Stefan A., additional, Campos, Diego, additional, Carrea, Laura, additional, Chang, Kai-Lan, additional, Christiansen, Hanne H., additional, Christy, John R., additional, Chung, Eui-Seok, additional, Ciasto, Laura M., additional, Clingan, Scott, additional, Coldewey-Egbers, Melanie, additional, Cooper, Owen R., additional, Cornes, Richard C., additional, Covey, Curt, additional, Créatux, Jean-François, additional, Crimmins, Theresa, additional, Cropper, Thomas, additional, Crotwell, Molly, additional, Culpepper, Joshua, additional, Cusicanqui, Diego, additional, Davis, Sean M., additional, de Jeu, Richard A. M., additional, Degenstein, Doug, additional, Delaloye, Reynald, additional, Dokulil, Martin T., additional, Donat, Markus G., additional, Dorigo, Wouter A., additional, Dugan, Hilary A., additional, Durre, Imke, additional, Dutton, Geoff, additional, Duveiller, Gregory, additional, Estilow, Thomas W., additional, Estrella, Nicole, additional, Fereday, David, additional, Fioletov, Vitali E., additional, Flemming, Johannes, additional, Foster, Michael J., additional, Franz, Bryan, additional, Frith, Stacey M., additional, Froidevaux, Lucien, additional, Füllekrug, Martin, additional, Garforth, Judith, additional, Garg, Jay, additional, Gibbes, Badin, additional, Goodman, Steven, additional, Goto, Atsushi, additional, Gruber, Alexander, additional, Gu, Guojun, additional, Hahn, Sebastian, additional, Haimberger, Leopold, additional, Hall, Bradley D., additional, Harris, Ian, additional, Hemming, Deborah L., additional, Hirschi, Martin, additional, Ho, Shu-peng, additional, Holzworth, Robert, additional, Hrbáček, Filip, additional, Hu, Guojie, additional, Hurst, Dale F., additional, Inness, Antje, additional, Isaksen, Ketil, additional, John, Viju O., additional, Jones, Philip D., additional, Junod, Robert, additional, Kääb, Andreas, additional, Kaiser, Johannes W., additional, Kaufmann, Viktor, additional, Kellerer-Pirklbauer, Andreas, additional, Kent, Elizabeth C., additional, Kidd, Richard, additional, Kipling, Zak, additional, Koppa, Akash, additional, Kraemer, Benjamin M., additional, Kramarova, Natalya, additional, Kruger, Andries, additional, La Fuente, Sofia, additional, Laas, Alo, additional, Lan, Xin, additional, Lang, Timothy, additional, Lantz, Kathleen O., additional, Lavers, David A., additional, Leblanc, Thierry, additional, Leibensperger, Eric M., additional, Lennard, Chris, additional, Liu, Yakun, additional, Loeb, Norman G., additional, Loyola, Diego, additional, Maberly, Stephen C., additional, Madelon, Remi, additional, Magnin, Florence, additional, Matsuzaki, Shin-Ichiro, additional, May, Linda, additional, Mayer, Michael, additional, McCabe, Matthew F., additional, McVicar, Tim R., additional, Mears, Carl A., additional, Menzel, Annette, additional, Merchant, Christopher J., additional, Meyer, Michael F., additional, Miralles, Diego G., additional, Moesinger, Leander, additional, Monet, Ghislaine, additional, Montzka, Stephan A., additional, Morice, Colin, additional, Mrekaj, Ivan, additional, Mühle, Jens, additional, Nance, David, additional, Nicolas, Julien P., additional, Noetzli, Jeannette, additional, Noll, Ben, additional, O’Keefe, John, additional, Osborn, Timothy J., additional, Park, Taejin, additional, Parrington, Mark, additional, Pellet, Cécile, additional, Pelto, Mauri S., additional, Petersen, Kyle, additional, Phillips, Coda, additional, Pierson, Don, additional, Pinto, Izidine, additional, Po-Chedley, Stephen, additional, Pogliotti, Paolo, additional, Polvani, Lorenzo, additional, Preimesberger, Wolfgang, additional, Price, Colin, additional, Pulkkanen, Merja, additional, Randel, William J., additional, Rémy, Samuel, additional, Ricciardulli, Lucrezia, additional, Richardson, Andrew D., additional, Robinson, David A., additional, Rocha, Willy, additional, Rodell, Matthew, additional, Rodriguez-Fernandez, Nemesio, additional, Rosenlof, Karen H., additional, Rozanov, Alexei, additional, Rozkošný, Jozef, additional, Rusanovskaya, Olga O., additional, Rutishauser, This, additional, Sabeerali, C. T., additional, Sánchez-Lugo, Ahira, additional, Sawaengphokhai, Parnchai, additional, Schenzinger, Verena, additional, Schlegel, Robert W., additional, Schmid, Martin, additional, Schneider, Udo, additional, Sezaki, Fumi, additional, Sharma, Sapna, additional, Shi, Lei, additional, Shimaraeva, Svetlana V., additional, Silow, Eugene A., additional, Simmons, Adrian J., additional, Smith, Sharon L., additional, Soden, Brian J., additional, Sofieva, Viktoria, additional, Sparks, Tim H., additional, Sreejith, O.P., additional, Stackhouse, Paul W., additional, Stauffer, Ryan, additional, Steinbrecht, Wolfgang, additional, Steiner, Andrea K., additional, Stradiotti, Pietro, additional, Streletskiy, Dmitry A., additional, Surendran, Divya E., additional, Thackeray, Stephen J., additional, Thibert, Emmanuel, additional, Timofeyev, Maxim A., additional, Tourpali, Kleareti, additional, Tye, Mari R., additional, van der A, Ronald, additional, van der Schalie, Robin, additional, van der Schrier, Gerard, additional, van Vliet, Arnold J.H., additional, Verburg, Piet, additional, Vernier, Jean-Paul, additional, Vimont, Isaac J., additional, Virts, Katrina, additional, Vivero, Sebastián, additional, Vömel, Holger, additional, Vose, Russell S., additional, Wang, Ray H. J., additional, Wang, Xinyue, additional, Warnock, Taran, additional, Weber, Mark, additional, Wiese, David N., additional, Wild, Jeannette D., additional, Williams, Earle, additional, Wong, Takmeng, additional, Woolway, Richard Iestyn, additional, Yin, Xungang, additional, Zeng, Zhenzhong, additional, Zhao, Lin, additional, Zhou, Xinjia, additional, Ziemke, Jerry R., additional, Ziese, Markus, additional, Zotta, Ruxandra M., additional, Zou, Cheng-Zhi, additional, Allen, Jessicca, additional, Camper, Amy V., additional, Haley, Bridgette O., additional, Hammer, Gregory, additional, Love-Brotak, S. Elizabeth, additional, Ohlmann, Laura, additional, Noguchi, Lukas, additional, Riddle, Deborah B., additional, and Veasey, Sara W., additional

Published
2023
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18. Categorizing and Naming MARINE HEATWAVES

Author

Hobday, Alistair J., Oliver, Eric C. J., Gupta, Alex Sen, Benthuysen, Jessica A., Burrows, Michael T., Donat, Markus G., Holbrook, Neil J., Moore, Pippa J., Thomsen, Mads S., Wernberg, Thomas, and Smale, Dan A.

Published
2018

21. Drivers and impacts of the most extreme marine heatwave events

Author

Sen Gupta, Alex, Thomsen, Mads, Benthuysen, Jessica A., Hobday, Alistair J., Oliver, Eric, Alexander, Lisa V., Burrows, Michael T., Donat, Markus G., Feng, Ming, Holbrook, Neil J., Perkins-Kirkpatrick, Sarah, Moore, Pippa J., Rodrigues, Regina R., Scannell, Hillary A., Taschetto, Andréa S., Ummenhofer, Caroline C., Wernberg, Thomas, and Smale, Dan A.

Published
2020
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23. Explaining and Predicting Earth System Change: A World Climate Research Programme Call to Action

Author

Findell, Kirsten L., primary, Sutton, Rowan, additional, Caltabiano, Nico, additional, Brookshaw, Anca, additional, Heimbach, Patrick, additional, Kimoto, Masahide, additional, Osprey, Scott, additional, Smith, Doug, additional, Risbey, James S., additional, Wang, Zhuo, additional, Cheng, Lijing, additional, Diaz, Leandro B., additional, Donat, Markus G., additional, Ek, Michael, additional, Lee, June-Yi, additional, Minobe, Shoshiro, additional, Rusticucci, Matilde, additional, Vitart, Frederic, additional, and Wang, Lin, additional

Published
2023
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25. A global assessment of marine heatwaves and their drivers

Author

Holbrook, Neil J., Scannell, Hillary A., Sen Gupta, Alexander, Benthuysen, Jessica A., Feng, Ming, Oliver, Eric C. J., Alexander, Lisa V., Burrows, Michael T., Donat, Markus G., Hobday, Alistair J., Moore, Pippa J., Perkins-Kirkpatrick, Sarah E., Smale, Dan A., Straub, Sandra C., and Wernberg, Thomas

Published
2019
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27. Projected Changes in Hot, Dry, and Compound Hot‐Dry Extremes Over Global Land Regions.

Author

De Luca, Paolo and Donat, Markus G.

Subjects
*EFFECT of human beings on climate change, *CLIMATE change mitigation, *ATMOSPHERIC models, *DROUGHTS, *ENERGY futures, *HEAT waves (Meteorology), *CLIMATE change
Abstract

The impacts of hot, dry, and compound hot‐dry extremes are significant for societies, economies, and ecosystems worldwide. Such events therefore need to be assessed in the light of anthropogenic climate change so that suitable adaptation measures can be implemented by governments and stakeholders. Here we show a comprehensive analysis of hot, dry, and compound hot‐dry extremes over global land regions using 25 Coupled Model Intercomparison Project Phase 6 models and four future emissions scenarios from 1950 to 2100. Hot, dry, and compound hot‐dry extremes are projected to increase over large parts of the globe by the end of the 21st century. Hot and compound hot‐dry extremes show the most widespread increases and dry extreme changes are sensitive to the index used. Many regional changes depend on the strength of greenhouse‐gas forcing, which highlights the potential to limit the changes with strong mitigation efforts. Plain Language Summary: Heatwaves, drought and their joint occurrences can negatively impact populations, economies, and natural systems worldwide. It is therefore of paramount importance that governments and stakeholders assess the risk from such events and adapt accordingly. In this study we use 25 climate models and four emission scenarios from 1950 to 2100 to assess how hot, dry, and compound hot‐dry extremes are expected to change in the future when compared to current climate conditions. We find that such extremes are projected to increase by the end of the 21st century over large parts of global land areas under the highest‐emission, no‐policy, climate change scenario. Hot and compound hot‐dry extremes show the most widespread increases, whereas dry extreme changes are sensitive and more regionally limited depending on the method by which they are computed. Most of the regional changes in hot, dry, and compound hot‐dry extremes can be reduced with strong climate change mitigation efforts to limit future green‐house gas emissions. Key Points: Hot extremes are projected to increase in frequency and intensity over almost all land areas by the end of the 21st centuryDrought changes depend on measure but increase robustly over central and northern South America, the Mediterranean, and southern AfricaCompound hot and dry extremes are sensitive to the drought measure but projected to increase in most regions globally [ABSTRACT FROM AUTHOR]

Published
2023
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29. Use of expert elicitation to assign weights to climate and hydrological models in climate impact studies

Author

Sebok, Eva, primary, Henriksen, Hans Jørgen, additional, Pastén-Zapata, Ernesto, additional, Berg, Peter, additional, Thirel, Guillaume, additional, Lemoine, Anthony, additional, Lira-Loarca, Andrea, additional, Photiadou, Christiana, additional, Pimentel, Rafael, additional, Royer-Gaspard, Paul, additional, Kjellström, Erik, additional, Christensen, Jens Hesselbjerg, additional, Vidal, Jean Philippe, additional, Lucas-Picher, Philippe, additional, Donat, Markus G., additional, Besio, Giovanni, additional, Polo, María José, additional, Stisen, Simon, additional, Caballero, Yvan, additional, Pechlivanidis, Ilias G., additional, Troldborg, Lars, additional, and Refsgaard, Jens Christian, additional

Published
2022
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32. Global Climate:STATE OF THE CLIMATE IN 2021

Author

Ades, Melanie, Adler, Robert, Aldred, Freya, Allan, R. P., Anderson, John, Anneville, Orlane, Aono, Yasuyuki, Argüez, Anthony, Arosio, Carlo, Augustine, John A., Azorin-Molina, Cesar, Barichivich, Jonathan, Basu, Aman, Beck, Hylke E., Bellouin, Nicolas, Benedetti, Angela, Blagrave, Kevin, Blenkinsop, Stephen, Bock, Olivier, Bodin, Xavier, Bosilovich, Michael G., Boucher, Olivier, Bove, Gerald, Buechler, Dennis, Buehler, Stefan A., Carrea, Laura, Chang, Kai Lan, Christiansen, Hanne H., Christy, John R., Chung, Eui Seok, Ciasto, Laura M., Coldewey-Egbers, Melanie, Cooper, Owen R., Cornes, Richard C., Covey, Curt, Cropper, Thomas, Crotwell, Molly, Cusicanqui, Diego, Davis, Sean M., de Jeu, Richard A.M., Degenstein, Doug, Delaloye, Reynald, Donat, Markus G., Dorigo, Wouter A., Dunn, Robert J.H., Durre, Imke, Dutton, Geoff S., Duveiller, Gregory, Elkins, James W., Estilow, Thomas W., Fedaeff, Nava, Fereday, David, Fioletov, Vitali E., Flemming, Johannes, Foster, Michael J., Frith, Stacey M., Froidevaux, Lucien, Füllekrug, Martin, Garforth, Judith, Garg, Jay, Gentry, Matthew, Gobron, Nadine, Goodman, Steven, Gou, Qiqi, Granin, Nikolay, Guglielmin, Mauro, Hahn, Sebastian, Haimberger, Leopold, Hall, Brad D., Harris, Ian, Hemming, Debbie L., Hirschi, Martin, Ho, Shu Pen, Holzworth, Robert, Hrbáček, Filip, Hubert, Daan, Hulsman, Petra, Hurst, Dale F., Inness, Antje, Isaksen, Ketil, John, Viju O., Jones, Philip D., Junod, Robert, Kääb, Andreas, Kaiser, Johannes W., Kaufmann, Viktor, Kellerer-Pirklbauer, Andreas, Kent, Elizabeth C., Kidd, Richard, Kim, Hyungiun, Kipling, Zak, Koppa, Akash, L'Abée-Lund, Jan Henning, Lan, Xin, Lantz, Kathleen O., Lavers, David, Loeb, Norman G., Loyola, Diego, Madelon, Remi, Malmquist, Hilmar J., Marszelewski, Wlodzimierz, Mayer, Michael, McCabe, Matthew F., McVicar, Tim R., Mears, Carl A., Menzel, Annette, Merchant, Christopher J., Miller, John B., Miralles, Diego G., Montzka, Stephen A., Morice, Colin, Mösinger, Leander, Mühle, Jens, Nicolas, Julien P., Noetzli, Jeannette, Nõges, Tiina, Noll, Ben, O'Keefe, John, Osborn, Tim J., Park, Taejin, Pellet, Cecile, Pelto, Maury S., Perkins-Kirkpatrick, Sarah E., Phillips, Coda, Po-Chedley, Stephen, Polvani, Lorenzo, Preimesberger, Wolfgang, Price, Colin, Pulkkanen, Merja, Rains, Dominik G., Randel, William J., Rémy, Samuel, Ricciardulli, Lucrezia, Richardson, Andrew D., Robinson, David A., Rodell, Matthew, Rodríguez-Fernández, Nemesio J., Rosenlof, Karen H., Roth, Chris, Rozanov, Alexei, Rutishäuser, This, Sánchez-Lugo, Ahira, Sawaengphokhai, Parnchai, Schenzinger, Verena, Schlegel, Robert W., Schneider, Udo, Sharma, Sapna, Shi, Lei, Simmons, Adrian J., Siso, Carolina, Smith, Sharon L., Soden, Brian J., Sofieva, Viktoria, Sparks, Tim H., Stackhouse, Paul W., Stauffer, Ryan, Steinbrecht, Wolfgang, Steiner, Andrea K., Stewart, Kenton, Stradiotti, Pietro, Streletskiy, Dimitri A., Telg, Hagen, Thackeray, Stephen J., Thibert, Emmanuel, Todt, Michael, Tokuda, Daisuke, Tourpali, Kleareti, Tye, Mari R., Van Der, A. Ronald, van der Schalie, Robin, van der Schrier, Gerard, van der Vliet, Mendy, van der Werf, Guido R., van Vliet, Arnold, Vernier, Jean Paul, Vimont, Isaac J., Virts, Katrina, Vivero, Sebastiàn, Vömel, Holger, Vose, Russell S., Wang, Ray H.J., Weber, Markus, Wiese, David, Wild, Jeanette D., Willett, Kate M., Williams, Earle, Wong, Takmeng, Woolway, R. I., Yin, Xungang, Yuan, Ye, Zhao, Lin, Zhou, Xinjia, Ziemke, Jerry R., Ziese, Markus, Zotta, Ruxandra M., Allen, Jessicca, Camper, Amy, Hammer, Gregory, Love-Brotak, S. Elizabeth, Misch, Deborah J., Ohlmann, Laura, Riddle, Deborah B., Veasey, Sara W., Earth and Climate, Earth Sciences, and Amsterdam Sustainability Institute

Published
2022

34. Global Climate

Author

Dunn, Robert J. H., primary, Aldred, Freya, additional, Gobron, Nadine, additional, Miller, John B., additional, Willett, Kate M., additional, Ades, Melanie, additional, Adler, Robert, additional, Allan, R. P., additional, Anderson, John, additional, Anneville, Orlane, additional, Aono, Yasuyuki, additional, Argüez, Anthony, additional, Arosio, Carlo, additional, Augustine, John A., additional, Azorin-Molina, Cesar, additional, Barichivich, Jonathan, additional, Basu, Aman, additional, Beck, Hylke E., additional, Bellouin, Nicolas, additional, Benedetti, Angela, additional, Blagrave, Kevin, additional, Blenkinsop, Stephen, additional, Bock, Olivier, additional, Bodin, Xavier, additional, Bosilovich, Michael G., additional, Boucher, Olivier, additional, Bove, Gerald, additional, Buechler, Dennis, additional, Buehler, Stefan A., additional, Carrea, Laura, additional, Chang, Kai-Lan, additional, Christiansen, Hanne H., additional, Christy, John R., additional, Chung, Eui-Seok, additional, Ciasto, Laura M., additional, Coldewey-Egbers, Melanie, additional, Cooper, Owen R., additional, Cornes, Richard C., additional, Covey, Curt, additional, Cropper, Thomas, additional, Crotwell, Molly, additional, Cusicanqui, Diego, additional, Davis, Sean M., additional, de Jeu, Richard A. M., additional, Degenstein, Doug, additional, Delaloye, Reynald, additional, Donat, Markus G., additional, Dorigo, Wouter A., additional, Durre, Imke, additional, Dutton, Geoff S., additional, Duveiller, Gregory, additional, Elkins, James W., additional, Estilow, Thomas W., additional, Fedaeff, Nava, additional, Fereday, David, additional, Fioletov, Vitali E., additional, Flemming, Johannes, additional, Foster, Michael J., additional, Frith, Stacey M., additional, Froidevaux, Lucien, additional, Füllekrug, Martin, additional, Garforth, Judith, additional, Garg, Jay, additional, Gentry, Matthew, additional, Goodman, Steven, additional, Gou, Qiqi, additional, Granin, Nikolay, additional, Guglielmin, Mauro, additional, Hahn, Sebastian, additional, Haimberger, Leopold, additional, Hall, Brad D., additional, Harris, Ian, additional, Hemming, Debbie L., additional, Hirschi, Martin, additional, Ho, Shu-pen (Ben), additional, Holzworth, Robert, additional, Hrbáček, Filip, additional, Hubert, Daan, additional, Hulsman, Petra, additional, Hurst, Dale F., additional, Inness, Antje, additional, Isaksen, Ketil, additional, John, Viju O., additional, Jones, Philip D., additional, Junod, Robert, additional, Kääb, Andreas, additional, Kaiser, Johannes W., additional, Kaufmann, Viktor, additional, Kellerer-Pirklbauer, Andreas, additional, Kent, Elizabeth C., additional, Kidd, Richard, additional, Kim, Hyungiun, additional, Kipling, Zak, additional, Koppa, Akash, additional, L’Abée-Lund, Jan Henning, additional, Lan, Xin, additional, Lantz, Kathleen O., additional, Lavers, David, additional, Loeb, Norman G., additional, Loyola, Diego, additional, Madelon, Remi, additional, Malmquist, Hilmar J., additional, Marszelewski, Wlodzimierz, additional, Mayer, Michael, additional, McCabe, Matthew F., additional, McVicar, Tim R., additional, Mears, Carl A., additional, Menzel, Annette, additional, Merchant, Christopher J., additional, Miralles, Diego G., additional, Montzka, Stephen A., additional, Morice, Colin, additional, Mösinger, Leander, additional, Mühle, Jens, additional, Nicolas, Julien P., additional, Noetzli, Jeannette, additional, Nõges, Tiina, additional, Noll, Ben, additional, O’Keefe, John, additional, Osborn, Tim J., additional, Park, Taejin, additional, Pellet, Cecile, additional, Pelto, Maury S., additional, Perkins-Kirkpatrick, Sarah E., additional, Phillips, Coda, additional, Po-Chedley, Stephen, additional, Polvani, Lorenzo, additional, Preimesberger, Wolfgang, additional, Price, Colin, additional, Pulkkanen, Merja, additional, Rains, Dominik G., additional, Randel, William J., additional, Rémy, Samuel, additional, Ricciardulli, Lucrezia, additional, Richardson, Andrew D., additional, Robinson, David A., additional, Rodell, Matthew, additional, Rodríguez-Fernández, Nemesio J., additional, Rosenlof, Karen H., additional, Roth, Chris, additional, Rozanov, Alexei, additional, Rutishäuser, This, additional, Sánchez-Lugo, Ahira, additional, Sawaengphokhai, Parnchai, additional, Schenzinger, Verena, additional, Schlegel, Robert W., additional, Schneider, Udo, additional, Sharma, Sapna, additional, Shi, Lei, additional, Simmons, Adrian J., additional, Siso, Carolina, additional, Smith, Sharon L., additional, Soden, Brian J., additional, Sofieva, Viktoria, additional, Sparks, Tim H., additional, Stackhouse, Paul W., additional, Stauffer, Ryan, additional, Steinbrecht, Wolfgang, additional, Steiner, Andrea K., additional, Stewart, Kenton, additional, Stradiotti, Pietro, additional, Streletskiy, Dimitri A., additional, Telg, Hagen, additional, Thackeray, Stephen J., additional, Thibert, Emmanuel, additional, Todt, Michael, additional, Tokuda, Daisuke, additional, Tourpali, Kleareti, additional, Tye, Mari R., additional, van der A, Ronald, additional, van der Schalie, Robin, additional, van der Schrier, Gerard, additional, van der Vliet, Mendy, additional, van der Werf, Guido R., additional, van Vliet, Arnold., additional, Vernier, Jean-Paul, additional, Vimont, Isaac J., additional, Virts, Katrina, additional, Vivero, Sebastiàn, additional, Vömel, Holger, additional, Vose, Russell S., additional, Wang, Ray H. J., additional, Weber, Markus, additional, Wiese, David, additional, Wild, Jeanette D., additional, Williams, Earle, additional, Wong, Takmeng, additional, Woolway, R. I., additional, Yin, Xungang, additional, Yuan, Ye, additional, Zhao, Lin, additional, Zhou, Xinjia, additional, Ziemke, Jerry R., additional, Ziese, Markus, additional, and Zotta, Ruxandra M., additional

Published
2022
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37. Allowable CO.sub.2 emissions based on regional and impact-related climate targets

Author

Seneviratne, Sonia I., Donat, Markus G., Pitman, Andy J., Knutti, Reto, and Wilby, Robert L.

Subjects
Greenhouse gases -- Environmental aspects, Atmospheric carbon dioxide -- Environmental aspects, Air quality management, Environmental issues, Science and technology, Zoology and wildlife conservation
Abstract

Global temperature targets, such as the widely accepted limit of an increase above pre-industrial temperatures of two degrees Celsius, may fail to communicate the urgency of reducing carbon dioxide (CO.sub.2) emissions. The translation of CO.sub.2 emissions into regional- and impact-related climate targets could be more powerful because such targets are more directly aligned with individual national interests. We illustrate this approach using regional changes in extreme temperatures and precipitation. These scale robustly with global temperature across scenarios, and thus with cumulative CO.sub.2 emissions. This is particularly relevant for changes in regional extreme temperatures on land, which are much greater than changes in the associated global mean. Targets for reducing atmospheric carbon dioxide are related to regional changes in climate extremes rather than to changes in global mean temperature, in order to convey their urgency better to individual countries. Regional climate mediation targets A major theme in the fifth assessment report of the Intergovernmental Panel on Climate Change was that global mean surface temperature scales linearly with cumulative emissions of greenhouse gases. Sonia Seneviratne et al. show that a similar scaling exists between cumulative emissions and regional changes in the occurrence of extremes in precipitation and temperatures. The presentation of targets regionally, rather than globally, has the advantage of conveying their urgency better to individual countries., Author(s): Sonia I. Seneviratne [sup.1] , Markus G. Donat [sup.2] [sup.3] , Andy J. Pitman [sup.2] [sup.3] , Reto Knutti [sup.1] , Robert L. Wilby [sup.4] Author Affiliations: (1) Department [...]

Published
2016
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38. Extreme Precipitation on Consecutive Days Occurs More Often in a Warming Climate

Author

Du, Haibo, primary, Donat, Markus G., additional, Zong, Shengwei, additional, Alexander, Lisa V., additional, Manzanas, Rodrigo, additional, Kruger, Andries, additional, Choi, Gwangyong, additional, Salinger, Jim, additional, He, Hong S., additional, Li, Mai-He, additional, Fujibe, Fumiaki, additional, Nandintsetseg, Banzragch, additional, Rehman, Shafiqur, additional, Abbas, Farhat, additional, Rusticucci, Matilde, additional, Srivastava, Arvind, additional, Zhai, Panmao, additional, Lippmann, Tanya, additional, Yabi, Ibouraïma, additional, Stambaugh, Michael C., additional, Wang, Shengzhong, additional, Batbold, Altangerel, additional, Oliveira, Priscilla Teles de, additional, Adrees, Muhammad, additional, Hou, Wei, additional, Silva, Claudio Moises Santos e, additional, Lucio, Paulo Sergio, additional, and Wu, Zhengfang, additional

Published
2022
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42. Global Climate

Author

Dunn, Robert J. H., primary, Aldred, F., additional, Gobron, Nadine, additional, Miller, John B., additional, Willett, Kate M., additional, Ades, M., additional, Adler, Robert, additional, Allan, Richard, P., additional, Allan, Rob, additional, Anderson, J., additional, Argüez, Anthony, additional, Arosio, C., additional, Augustine, John A., additional, Azorin-Molina, C., additional, Barichivich, J., additional, Beck, H. E., additional, Becker, Andreas, additional, Bellouin, Nicolas, additional, Benedetti, Angela, additional, Berry, David I., additional, Blenkinsop, Stephen, additional, Bock, Olivier, additional, Bodin, X., additional, Bosilovich, Michael G., additional, Boucher, Olivier, additional, Buehler, S. A., additional, Calmettes, B., additional, Carrea, Laura, additional, Castia, Laura, additional, Christiansen, Hanne H., additional, Christy, John R., additional, Chung, E.-S., additional, Coldewey-Egbers, Melanie, additional, Cooper, Owen R., additional, Cornes, Richard C., additional, Covey, Curt, additional, Cretaux, J.-F., additional, Crotwell, M., additional, Davis, Sean M., additional, de Jeu, Richard A. M., additional, Degenstein, Doug, additional, Delaloye, R., additional, Di Girolamo, Larry, additional, Donat, Markus G., additional, Dorigo, Wouter A., additional, Durre, Imke, additional, Dutton, Geoff S., additional, Duveiller, Gregory, additional, Elkins, James W., additional, Fioletov, Vitali E., additional, Flemming, Johannes, additional, Foster, Michael J., additional, Frith, Stacey M., additional, Froidevaux, Lucien, additional, Garforth, J., additional, Gentry, Matthew, additional, Gupta, S. K., additional, Hahn, S., additional, Haimberger, Leopold, additional, Hall, Brad D., additional, Harris, Ian, additional, Hemming, D. L., additional, Hirschi, M., additional, Ho, Shu-pen (Ben), additional, Hrbacek, F., additional, Hubert, Daan, additional, Hurst, Dale F., additional, Inness, Antje, additional, Isaksen, K., additional, John, Viju O., additional, Jones, Philip D., additional, Junod, Robert, additional, Kaiser, J. W., additional, Kaufmann, V., additional, Kellerer-Pirklbauer, A., additional, Kent, Elizabeth C., additional, Kidd, R., additional, Kim, Hyungjun, additional, Kipling, Z., additional, Koppa, A., additional, Kraemer, B. M., additional, Kratz, D. P., additional, Lan, Xin, additional, Lantz, Kathleen O., additional, Lavers, D., additional, Loeb, Norman G., additional, Loyola, Diego, additional, Madelon, R., additional, Mayer, Michael, additional, McCabe, M. F., additional, McVicar, Tim R., additional, Mears, Carl A., additional, Merchant, Christopher J., additional, Miralles, Diego G., additional, Moesinger, L., additional, Montzka, Stephen A., additional, Morice, Colin, additional, Mösinger, L., additional, Mühle, Jens, additional, Nicolas, Julien P., additional, Noetzli, Jeannette, additional, Noll, Ben, additional, O’Keefe, J., additional, Osborn, Tim J., additional, Park, T., additional, Pasik, A. J., additional, Pellet, C., additional, Pelto, Maury S., additional, Perkins-Kirkpatrick, S. E., additional, Petron, G., additional, Phillips, Coda, additional, Po-Chedley, S., additional, Polvani, L., additional, Preimesberger, W., additional, Rains, D. G., additional, Randel, W. J., additional, Rayner, Nick A., additional, Rémy, Samuel, additional, Ricciardulli, L., additional, Richardson, A. D., additional, Robinson, David A., additional, Rodell, Matthew, additional, Rodríguez-Fernández, N. J., additional, Rosenlof, K.H., additional, Roth, C., additional, Rozanov, A., additional, Rutishäuser, T., additional, Sánchez-Lugo, Ahira, additional, Sawaengphokhai, P., additional, Scanlon, T., additional, Schenzinger, Verena, additional, Schlegel, R. W., additional, Sharma, S., additional, Shi, Lei, additional, Simmons, Adrian J., additional, Siso, Carolina, additional, Smith, Sharon L., additional, Soden, B. J., additional, Sofieva, Viktoria, additional, Sparks, T. H., additional, Stackhouse, Paul W., additional, Steinbrecht, Wolfgang, additional, Stengel, Martin, additional, Streletskiy, Dimitri A., additional, Sun-Mack, Sunny, additional, Tans, P., additional, Thackeray, S. J., additional, Thibert, E., additional, Tokuda, D., additional, Tourpali, Kleareti, additional, Tye, Mari R., additional, van der A, Ronald, additional, van der Schalie, Robin, additional, van der Schrier, Gerard, additional, van der Vliet, M., additional, van der Werf, Guido R., additional, Vance, A., additional, Vernier, Jean-Paul, additional, Vimont, Isaac J., additional, Vömel, Holger, additional, Vose, Russell S., additional, Wang, Ray, additional, Weber, Markus, additional, Wiese, David, additional, Wilber, Anne C., additional, Wild, Jeanette D., additional, Wong, Takmeng, additional, Woolway, R. Iestyn, additional, Zhou, Xinjia, additional, Yin, Xungang, additional, Zhao, Guangyu, additional, Zhao, Lin, additional, Ziemke, Jerry R., additional, Ziese, Markus, additional, and Zotta, R. M., additional

Published
2021
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43. Toward Consistent Observational Constraints in Climate Predictions and Projections

Author

Hegerl, Gabriele C., primary, Ballinger, Andrew P., additional, Booth, Ben B. B., additional, Borchert, Leonard F., additional, Brunner, Lukas, additional, Donat, Markus G., additional, Doblas-Reyes, Francisco J., additional, Harris, Glen R., additional, Lowe, Jason, additional, Mahmood, Rashed, additional, Mignot, Juliette, additional, Murphy, James M., additional, Swingedouw, Didier, additional, and Weisheimer, Antje, additional

Published
2021
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44. Constraining low-frequency variability in climate projections to predict climate on decadal to multi-decadal time scales - a 'poor-man' initialized prediction system.

Author

Mahmood, Rashed, Donat, Markus G., Ortega, Pablo, Doblas-Reyes, Francisco J., Delgado-Torres, Carlos, Samsó, Margarida, and Bretonnière, Pierre-Antoine

Subjects
*GLOBAL temperature changes, *GLOBAL warming, *OCEAN temperature, *CLIMATE change, *VARIANCES, *FORECASTING
Abstract

Near-term projections of climate change are subject to substantial uncertainty from internal climate variability. Here we present an approach to reduce this uncertainty by sub-selecting those ensemble members that more closely resemble observed patterns of ocean temperature variability immediately prior to a certain start date. This constraint aligns the observed and simulated variability phases and is conceptually similar to initialization in seasonal to decadal climate predictions. We apply this variability constraint to large multi-model projection ensembles from the Coupled Model Intercomparison Project phase 6 (CMIP6), consisting of more than 200 ensemble members, and evaluate the skill of the constrained ensemble in predicting the observed near-surface temperature, sea-level pressure and precipitation on decadal to multi-decadal time scales. We find that the constrained projections show significant skill in predicting the climate of the following ten to twenty years, and added value over the ensemble of unconstrained projections. For the first decade after applying the constraint, the global patterns of skill are very similar and can even outperform those of the multi-model ensemble mean of initialized decadal hindcasts from the CMIP6 Decadal Climate Prediction Project (DCPP). In particular for temperature, larger areas show added skill in the constrained projections compared to DCPP, mainly in the Pacific and some neighboring land regions. Temperature and sea-level pressure in several regions are predictable multiple decades ahead, and show significant added value over the unconstrained projections for forecasting the first two decades and the 20-year averages. We further demonstrate the suitability of regional constraints to attribute predictability to certain ocean regions. On the example of global average temperature changes, we confirm the role of Pacific variability in modulating the reduced rate of global warming in the early 2000s, and demonstrate the predictability of reduced global warming rates over the following 15 years based on the climate conditions leading up to 1998. Our results illustrate that constraining internal variability can significantly improve the accuracy of near-term climate change estimates for the next few decades. [ABSTRACT FROM AUTHOR]

Published
2022
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45. Extreme Precipitation on Consecutive Days Occurs More Often in a Warming Climate.

Author

Haibo Du, Donat, Markus G., Shengwei Zong, Alexander, Lisa V., Manzanas, Rodrigo, Kruger, Andries, Gwangyong Choi, Salinger, Jim, He, Hong S., Mai-He Li, Fumiaki Fujibe, Nandintsetseg, Banzragch, Rehman, Shafiqur, Abbas, Farhat, Rusticucci, Matilde, Srivastava, Arvind, Panmao Zhai, Lippmann, Tanya, Yabi, Ibouraïma, and Stambaugh, Michael C.

Subjects
*ATMOSPHERIC models, *LATITUDE, *CLIMATE change, *SIMULATION methods & models
Abstract

Extreme precipitation occurring on consecutive days may substantially increase the risk of related impacts, but changes in such events have not been studied at a global scale. Here we use a unique global dataset based on in situ observations and multimodel historical and future simulations to analyze the changes in the frequency of extreme precipitation on consecutive days (EPCD). We further disentangle the relative contributions of variations in precipitation intensity and temporal correlation of extreme precipitation to understand the processes that drive the changes in EPCD. Observations and climate model simulations show that the frequency of EPCD is increasing in most land regions, in particular, in North America, Europe, and the Northern Hemisphere high latitudes. These increases are primarily a consequence of increasing precipitation intensity, but changes in the temporal correlation of extreme precipitation regionally amplify or reduce the effects of intensity changes. Changes are larger in simulations with a stronger warming signal, suggesting that further increases in EPCD are expected for the future under continued climate warming. [ABSTRACT FROM AUTHOR]

Published
2022
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46. Observed data for publication 'More frequent temporally clustered extreme precipitation events in a warming world'

Author

Du, Haibo, Donat, Markus G., Zong, Shengwei, Alexander, Lisa V., Manzanas, Rodrigo, Kruger, Andries, Choi, Gwangyong, Salinger, Jim, He, Hong S., Li, Mai-He, Fujibe, Fumiaki, Nandintsetseg, Banzragch, Rehman, Shafiqur, Abbas, Farhat, Rusticucci, Matilde, Srivastava, Arvind, Zhai, Panmao, Lippmann, Tanya, Yabi, Ibouraïma, Stambaugh, Michael C., Wang, Shengzhong, Batbold, Altangerel, de Oliveira, Priscilla T., Adrees, Muhammad, Hou, Wei, Santos e Silva, Claudio M., Lucio, Paulo S., and Wu, Zhengfang

Abstract

Changes in precipitation, and in particular heavy precipitation extremes, have wide-ranging implications for society particularly in a changing climate. However, the impacts of these changes can be sensitive to how precipitation accumulates over time and, for example, large-scale disastrous flooding is often associated with extreme precipitation persisting over several days. Little is known about how the temporal sequencing of precipitation is expected to change under global warming. This lack of knowledge is alarming given the link between multi-day extreme precipitation and flooding catastrophes.We address this gap, and focus on a previously neglected aspect of precipitation, by studying changes in temporally clustered extreme precipitation (that is, extreme precipitation occurring on consecutive days), based on a unique quasi-global database of observational records (5989 high-quality stations with long-term daily precipitation during 1961-2010) and climate model simulations. We now share the calculated monthly/seasonal/annual indices of precipitation so that our results can be easily be verified with these opened observationaldata. The specific definition and calculation of these indices could be found in the paper. Researchers who use these data are required to cite our paper.

Published
2020
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47. Global Climate [in 'State of the Climate in 2019']

Author

Dunn, Robert J. H., Stanitski, Diane M., Gobron, Nadine, Willett, Kate M., Ades, M., Adler, R., Allan, R. P., Anderson, J., Argüez, Anthony, Arosio, C., Augustine, J. A., Azorin-Molina, C., Barichivich, J., Barnes, J., Beck, H. E., Becker, Andreas, Bellouin, Nicolas, Benedetti, Angela, Berry, David I., Blenkinsop, Stephen, Bock, Olivier, Bosilovich, Michael G., Boucher, Olivier, Buehler, S. A., Carrea, Laura, Christiansen, Hanne H., Chouza, F., Christy, John R., Chung, E.-S., Coldewey-Egbers, Melanie, Compo, Gil P., Cooper, Owen R., Covey, Curt, Crotwell, A., Davis, Sean M., Eyto, Elvira De, de Jeu, Richard A. M., Degasperi, Curtis L., Degenstein, Doug, Di Girolamo, Larry, Dokulil, Martin T., Donat, Markus G., Dorigo, Wouter A., Durre, Imke, Dutton, Geoff S., Duveiller, G., Elkins, James W., Fioletov, Vitali E., Flemming, Johannes, Foster, Michael J., Frey, Richard A., Frith, Stacey M., Froidevaux, Lucien, Garforth, J., Gupta, S. K., Haimberger, Leopold, Hall, Brad D., Harris, Ian, Heidinger, Andrew K., Hemming, D. L., Ho, Shu-Peng (ben), Hubert, Daan, Hurst, Dale F., Hüser, I., Inness, Antje, Isaksen, K., John, Viju, Jones, Philip D., Kaiser, J. W., Kelly, S., Khaykin, Sergey, Kidd, R., Kim, Hyungiun, Kipling, Z., Kraemer, B. M., Kratz, D. P., Fuente, R. S. La, Lan, Xin, Lantz, Kathleen O., Leblanc, Thierry, Li, Bailing, Loeb, Norman G., Long, Craig S., Loyola, Diego, Marszelewski, Wlodzimierz, Martens, B., May, Linda, Mayer, Michael, Mccabe, M. F., Mcvicar, Tim R., Mears, Carl A., Menzel, W. Paul, Merchant, Christopher J., Miller, Ben R., Miralles, Diego G., Montzka, Stephen A., Morice, Colin, Mühle, Jens, Myneni, R., Nicolas, Julien P., Noetzli, Jeannette, Osborn, Tim J., Park, T., Pasik, A., Paterson, Andrew M., Pelto, Mauri S., Perkins-Kirkpatrick, S., Petron, G., Phillips, C., Pinty, Bernard, Po-Chedley, S., Polvani, L., Preimesberger, W., Pulkkanen, M., Randel, W. J., Remy, Samuel, Ricciardulli, L., Richardson, A. D., Rieger, L., Robinson, David A., Rodell, Matthew, Rosenlof, Karen H., Roth, Chris, Rozanov, A., Rusak, James A., Rusanovskaya, O., Rutishäuser, T., Sánchez-Lugo, Ahira, Sawaengphokhai, P., Scanlon, T., Schenzinger, Verena, Schladow, S. Geoffey, Schlegel, R. W, Schmid, Martin, Selkirk, H. B., Sharma, S., Shi, Lei, Shimaraeva, S. V., Silow, E. A., Simmons, Adrian J., Smith, C. A., Smith, Sharon L, Soden, B. J., Sofieva, Viktoria, Sparks, T. H., Jr., Paul W. Stackhouse, Steinbrecht, Wolfgang, Streletskiy, Dimitri A., Taha, G., Telg, Hagen, Thackeray, S. J., Timofeyev, M. A., Tourpali, Kleareti, Tye, Mari R., A, Ronald J. van Der, van Der Schalie, Robin, van Der Schrier, Gerard, van Der Werf, Guido R., Verburg, Piet, Vernier, Jean-Paul, Vömel, Holger, Vose, Russell S., Wang, Ray, Watanabe, Shohei G., Weber, Mark, Weyhenmeyer, Gesa A., Wiese, David, Wilber, Anne C., Wild, Jeanette D., Wong, Takmeng, Woolway, R. Iestyn, Yin, Xungang, Zhao, Lin, Zhao, Guanguo, Zhou, Xinjia, Ziemke, Jerry R., Ziese, Markus, Met Office Hadley Centre for Climate Change (MOHC), United Kingdom Met Office [Exeter], NOAA Earth System Research Laboratory (ESRL), National Oceanic and Atmospheric Administration (NOAA), European Commission - Joint Research Centre [Ispra] (JRC), European Centre for Medium-Range Weather Forecasts (ECMWF), University of Maryland [College Park], University of Maryland System, University of Reading (UOR), Department of Atmospheric and Planetary Sciences [Hampton] (APS), Hampton University, NOAA National Environmental Satellite, Data, and Information Service (NESDIS), Universität Bremen, Centro de Investigaciones sobre Desertificacion (CIDE), Consejo Superior de Investigaciones Científicas [Madrid] (CSIC), Pontificia Universidad Católica de Valparaíso (PUCV), Department of Civil and Environmental Engineering [Princeton], Princeton University, Deutscher Wetterdienst [Offenbach] (DWD), Department of Meteorology [Reading], National Oceanography Centre [Southampton] (NOC), University of Southampton, Newcastle University [Newcastle], Institut de Physique du Globe de Paris (IPGP), Institut national des sciences de l'Univers (INSU - CNRS)-IPG PARIS-Université de La Réunion (UR)-Centre National de la Recherche Scientifique (CNRS)-Université de Paris (UP), École nationale des sciences géographiques (ENSG), Institut National de l'Information Géographique et Forestière [IGN] (IGN)-Université Gustave Eiffel, Global Modeling and Assimilation Office (GMAO), NASA Goddard Space Flight Center (GSFC), Sorbonne Université (SU), Universität Hamburg (UHH), The University Centre in Svalbard (UNIS), Jet Propulsion Laboratory (JPL), California Institute of Technology (CALTECH)-NASA, University of Alabama in Huntsville (UAH), IBS Center for Climate Physics, Pusan National University, Deutsches Zentrum für Luft- und Raumfahrt [Oberpfaffenhofen-Wessling] (DLR), Cooperative Institute for Research in Environmental Sciences (CIRES), University of Colorado [Boulder]-National Oceanic and Atmospheric Administration (NOAA), Lawrence Livermore National Laboratory (LLNL), Marine Institute [Ireland], VanderSat B.V., King County Water and Land Resources Division, Institute of Space and Atmospheric Studies [Saskatoon] (ISAS), Department of Physics and Engineering Physics [Saskatoon], University of Saskatchewan [Saskatoon] (U of S)-University of Saskatchewan [Saskatoon] (U of S), University of Illinois at Urbana-Champaign [Urbana], University of Illinois System, University of Innsbruck, Barcelona Supercomputing Center - Centro Nacional de Supercomputacion (BSC - CNS), Department of Geodesy and Geoinformation [Wien], Vienna University of Technology (TU Wien), Environment and Climate Change Canada, Cooperative Institute for Meteorological Satellite Studies (CIMSS), National Oceanic and Atmospheric Administration (NOAA)-University of Wisconsin-Madison-NASA, Science Systems and Applications, Inc. [Lanham] (SSAI), Woodland Trust, Science Systems and Applications, Inc. [Hampton] (SSAI), Department of Meteorology and Geophysics [Vienna], Universität Wien, School of Environmental Sciences [Norwich], University of East Anglia [Norwich] (UEA), Belgian Institute for Space Aeronomy / Institut d'Aéronomie Spatiale de Belgique (BIRA-IASB), ESRL Global Monitoring Laboratory [Boulder] (GML), National Oceanic and Atmospheric Administration (NOAA)-National Oceanic and Atmospheric Administration (NOAA), Norwegian Meteorological Institute [Oslo] (MET), European Organisation for the Exploitation of Meteorological Satellites (EUMETSAT), Dundalk Institute of Technology (DkIT), TROPO - LATMOS, Laboratoire Atmosphères, Milieux, Observations Spatiales (LATMOS), Sorbonne Université (SU)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Centre National de la Recherche Scientifique (CNRS)-Institut national des sciences de l'Univers (INSU - CNRS)-Sorbonne Université (SU)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Centre National de la Recherche Scientifique (CNRS)-Institut national des sciences de l'Univers (INSU - CNRS), Earth Observation Data Centre GmbH (EODC), Institute of Industrial Science (IIS), The University of Tokyo (UTokyo), Leibniz-Institut für Gewässerökologie und Binnenfischerei (IGB), Leibniz Association, NASA Langley Research Center [Hampton] (LaRC), GSFC Hydrological Sciences Laboratory, Earth Science System Interdisciplinary Center [College Park] (ESSIC), College of Computer, Mathematical, and Natural Sciences [College Park], University of Maryland System-University of Maryland System-University of Maryland [College Park], University of Maryland System-University of Maryland System, NOAA National Weather Service (NWS), DLR Institut für Methodik der Fernerkundung / DLR Remote Sensing Technology Institute (IMF), Department of Hydrology and Water Resources Management, Nicolaus Copernicus University [Toruń], Hydro-Climate Extremes Laboratory (H-CEL), Universiteit Gent = Ghent University [Belgium] (UGENT), Centre for Ecology and Hydrology [Edinburgh] (CEH), Natural Environment Research Council (NERC), King Abdullah University of Science and Technology (KAUST), CSIRO Land and Water, Commonwealth Scientific and Industrial Research Organisation [Canberra] (CSIRO), Remote Sensing Systems [Santa Rosa] (RSS), Space Science and Engineering Center [Madison] (SSEC), University of Wisconsin-Madison, NERC National Centre for Earth Observation (NCEO), Scripps Institution of Oceanography (SIO), University of California [San Diego] (UC San Diego), University of California-University of California, Department of Environmental, Earth and Ocean Sciences [Boston] (EEOS), University of Massachusetts [Boston] (UMass Boston), University of Massachusetts System (UMASS)-University of Massachusetts System (UMASS), Swiss Federal Institute for Forest, Snow and Landscape Research WSL, NASA Ames Research Center (ARC), Dorset Environmental Science Centre, Ontario Ministry of the Environment and Climate Change, Nichols College Dudley, University of New South Wales [Sydney] (UNSW), Department of Atmospheric and Oceanic Sciences [Madison], Columbia University [New York], Finnish Meteorological Institute (FMI), National Center for Atmospheric Research [Boulder] (NCAR), Institut Pierre-Simon-Laplace (IPSL (FR_636)), École normale supérieure - Paris (ENS Paris), Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Institut national des sciences de l'Univers (INSU - CNRS)-École polytechnique (X)-Centre National d'Études Spatiales [Toulouse] (CNES)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Université de Paris (UP), School of Informatics, Computing, and Cyber Systems (SICCS), Northern Arizona University [Flagstaff], Center for Ecosystem Science and Society (ECOSS), University of Saskatchewan [Saskatoon] (U of S), Department of Geography [Piscataway], Rutgers, The State University of New Jersey [New Brunswick] (RU), Rutgers University System (Rutgers)-Rutgers University System (Rutgers), Irkutsk State University (ISU), Institute of Geography [Bern], University of Bern, UC Davis Tahoe Environmental Research Center, University of California [Davis] (UC Davis), Department of Physical Oceanography [Woods Hole], Woods Hole Oceanographic Institution (WHOI), Swiss Federal Insitute of Aquatic Science and Technology [Dübendorf] (EAWAG), York University [Toronto], Geological Survey of Canada [Ottawa] (GSC Central & Northern Canada), Geological Survey of Canada - Office (GSC), Natural Resources Canada (NRCan)-Natural Resources Canada (NRCan), Rosenstiel School of Marine and Atmospheric Science (RSMAS), University of Miami [Coral Gables], Poznan University of Life Sciences (Uniwersytet Przyrodniczy w Poznaniu) (PULS), Meteorologisches Observatorium Hohenpeißenberg (MOHp), Department of Geography [Washington], The George Washington University (GW), Goddard Earth Sciences and Technology and Research (GESTAR), Universities Space Research Association (USRA)-NASA, Centre for Ecology and Hydrology [Lancaster] (CEH), Laboratory of Atmospheric Physics [Thessaloniki], Aristotle University of Thessaloniki, Capacity Center for Climate and Weather Extremes (C3WE), Royal Netherlands Meteorological Institute (KNMI), Vrije Universiteit Amsterdam [Amsterdam] (VU), National Institute of Water and Atmosphere [Hamilton] (NIWA), Earth Observing Laboratory [Boulder] (EOL), National Center for Atmospheric Research [Boulder] (NCAR)-University Corporation for Atmospheric Research (UCAR), School of Earth and Atmospheric Sciences [Atlanta], Georgia Institute of Technology [Atlanta], Nanjing University of Information Science and Technology (NUIST), Institut de Physique du Globe de Paris (IPGP (UMR_7154)), Institut national des sciences de l'Univers (INSU - CNRS)-Université de La Réunion (UR)-Institut de Physique du Globe de Paris (IPG Paris)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Cité (UPCité), NASA-California Institute of Technology (CALTECH), Leopold Franzens Universität Innsbruck - University of Innsbruck, University of Wisconsin-Madison-NASA-National Oceanic and Atmospheric Administration (NOAA), Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Institut national des sciences de l'Univers (INSU - CNRS)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Institut national des sciences de l'Univers (INSU - CNRS)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS), Universiteit Gent = Ghent University (UGENT), Scripps Institution of Oceanography (SIO - UC San Diego), University of California (UC)-University of California (UC), École normale supérieure - Paris (ENS-PSL), Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Institut national des sciences de l'Univers (INSU - CNRS)-École polytechnique (X)-Centre National d'Études Spatiales [Toulouse] (CNES)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Cité (UPCité), and NASA-Universities Space Research Association (USRA)

Subjects
[SDU.STU.CL]Sciences of the Universe [physics]/Earth Sciences/Climatology
Abstract

International audience; Global Climate is one chapter from the State of the Climate in 2019 annual report and is avail- able from https://doi.org/10.1175/BAMS-D-20-0104.1 Compiled by NOAA’s National Centers for Environmental Information, State of the Climate in 2019 is based on contributions from scien- tists from around the world. It provides a detailed update on global climate indicators, notable weather events, and other data collected by environmental monitoring stations and instru- ments located on land, water, ice, and in space.The full report is available from https://doi.org/10.1175/2020BAMSStateoftheClimate.1.

Published
2020

48. Global Climate

Author

Ades, M., additional, Adler, R., additional, Allan, Rob, additional, Allan, R. P., additional, Anderson, J., additional, Argüez, Anthony, additional, Arosio, C., additional, Augustine, J. A., additional, Azorin-Molina, C., additional, Barichivich, J., additional, Barnes, J., additional, Beck, H. E., additional, Becker, Andreas, additional, Bellouin, Nicolas, additional, Benedetti, Angela, additional, Berry, David I., additional, Blenkinsop, Stephen, additional, Bock, Olivier., additional, Bosilovich, Michael G., additional, Boucher, Olivier., additional, Buehler, S. A., additional, Carrea, Laura., additional, Christiansen, Hanne H., additional, Chouza, F., additional, Christy, John R., additional, Chung, E.-S., additional, Coldewey-Egbers, Melanie, additional, Compo, Gil P., additional, Cooper, Owen R., additional, Covey, Curt, additional, Crotwell, A., additional, Davis, Sean M., additional, de Eyto, Elvira, additional, de Jeu, Richard A. M, additional, VanderSat, B.V., additional, DeGasperi, Curtis L., additional, Degenstein, Doug, additional, Di Girolamo, Larry, additional, Dokulil, Martin T., additional, Donat, Markus G., additional, Dorigo, Wouter A., additional, Durre, Imke, additional, Dutton, Geoff S., additional, Duveiller, G., additional, Elkins, James W., additional, Fioletov, Vitali E., additional, Flemming, Johannes, additional, Foster, Michael J., additional, Frey, Richard A., additional, Frith, Stacey M., additional, Froidevaux, Lucien, additional, Garforth, J., additional, Gupta, S. K., additional, Haimberger, Leopold, additional, Hall, Brad D., additional, Harris, Ian, additional, Heidinger, Andrew K, additional, Hemming, D. L., additional, Ho, Shu-peng (Ben), additional, Hubert, Daan, additional, Hurst, Dale F., additional, Hüser, I., additional, Inness, Antje, additional, Isaksen, K., additional, John, Viju, additional, Jones, Philip D., additional, Kaiser, J. W., additional, Kelly, S., additional, Khaykin, S., additional, Kidd, R., additional, Kim, Hyungiun, additional, Kipling, Z., additional, Kraemer, B. M., additional, Kratz, D. P., additional, La Fuente, R. S., additional, Lan, Xin, additional, Lantz, Kathleen O., additional, Leblanc, T., additional, Li, Bailing, additional, Loeb, Norman G, additional, Long, Craig S., additional, Loyola, Diego, additional, Marszelewski, Wlodzimierz, additional, Martens, B., additional, May, Linda, additional, Mayer, Michael, additional, McCabe, M. F., additional, McVicar, Tim R., additional, Mears, Carl A., additional, Menzel, W. Paul, additional, Merchant, Christopher J., additional, Miller, Ben R., additional, Miralles, Diego G., additional, Montzka, Stephen A., additional, Morice, Colin, additional, Mühle, Jens, additional, Myneni, R., additional, Nicolas, Julien P., additional, Noetzli, Jeannette, additional, Osborn, Tim J., additional, Park, T., additional, Pasik, A., additional, Paterson, Andrew M., additional, Pelto, Mauri S., additional, Perkins-Kirkpatrick, S., additional, Pétron, G., additional, Phillips, C., additional, Pinty, Bernard, additional, Po-Chedley, S., additional, Polvani, L., additional, Preimesberger, W., additional, Pulkkanen, M., additional, Randel, W. J., additional, Rémy, Samuel, additional, Ricciardulli, L., additional, Richardson, A. 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Published
2020
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