MétaCan
Menu
Back to cohort

Introduction

2023· article· en· W4386442987 on OpenAlexaffabout
Tim Boyer, Ellen Bartow-Gillies, A. Abida, Melanie Ades, R. F. Adler, Susheel Adusumilli, William Agyakwah, Brandon Ahmasuk, Laura S. Aldeco, Mihai Alexe, Eric J. Alfaro, Richard P. Allan, Adam Allgood, Lincoln Muniz Alves, Jorge A. Amador, John Anderson, Bianca Ott Andrade, Orlane Anneville, Yasuyuki Aono, Anthony Argüez, Carlo Arosio, C. P. Atkinson, John Augustine, Grinia Ávalos, César Azorín-Molina, Stacia A. Backensto, Stephan Bader, Julián Baéz, Rebecca Baiman, Thomas J. Ballinger, Alison F. Banwell, M. Yu. Bardin, Jonathan Barichivich, John Barnes, Sandra Barreira, Rebecca L. Beadling, Hylke E. Beck, Emily Becker, E. Bekele, Guillem Martín Bellido, Nicolas Bellouin, Angela Benedetti, Rasmus Benestad, Christine Berne, Logan T. Berner, G. Bernhard, Uma S. Bhatt, Ahatesham Bhuiyan, Siiri Bigalke, Tiago Carrilho Biló, Peter Bissolli, W. Bjerke Jarle, Kevin Blagrave, Eric S. Blake, Stephen Blenkinsop, Jessica Blunden, Oliver Bochníček, Olivier Bock, Xavier Bodín, Michael G. Bosilovich, Oliviér Boucher, Deniz Bozkurt, Brian Brettschneider, Francis Bringas, Dennis E. Buechler, Stefan A. Buehler, Brandon Bukunt, Blanca Calderón, Suzana J. Camargo, Jayaka Campbell, Diego Campos, Laura Carrea, Brendan R. Carter, Ivona Cetinić, D. P. Chambers, Duo Chan, Elise Chandler, Kai‐Lan Chang, Hua Chen, Lin Chen, Lijing Cheng, Vincent Y. S. Cheng, Leah Chomiak, Hanne H. Christiansen, John R. Christy, Eui‐Seok Chung, Laura M. Ciasto, Leonardo A. Clarke, Kyle R. Clem, Scott Clingan, Caio A. S. Coelho, Judah Cohen, Melanie Coldewey‐Egbers, Steve Colwell, Owen R. Cooper, Richard Cornes, Kris Correa, Felipe Costa, Curt Covey, Lawrence Coy, Jean-François Créatux, Lenka Crhová, Theresa M. Crimmins, Meghan F. Cronin, Thomas Cropper, Molly Crotwell, Joshua Culpepper, Ana Paula Martins do Amaral Cunha, Diego Cusicanqui, Rajashree Tri Datta, Sean Davis, Veerle De Bock, Richard de Jeu, Jos de Laat, Bertrand Decharme, D. A. Degenstein, Reynald Delaloye, Mesut Demircan, Chris Derksen, Ricardo Deus, K. R. Dhurmea, Howard J. Diamond, S. Dirkse, Dmitry Divine, Martin T. Dokulil, Markus G. Donat, Shenfu Dong, Wouter Dorigo, Caroline Drost Jensen, Matthew L. Druckenmiller, Paula Drumond, Marcel du Plessis, Hilary A. Dugan, Dashkhuu Dulamsuren, Devon Dunmire, Robert Dunn, Imke Durre, G. S. Dutton, Grégory Duveiller, Mithat Ekici, Alesksandra Elias Chereque, M. ElKharrim, Howard E. Epstein, Jhan Carlo Espinoza, Thomas W. Estilow, Nicole Estrella, Nicolas Fauchereau, Robert S. Fausto, Richard A. Feely, Chris Fenimore, David Fereday, Xavier Fettweis, Vitali Fioletov, Johannes Flemming, Chris Fogarty, Ryan L. Fogt, Bruce C. Forbes, Michael J. Foster, Bryan A. Franz, Natalie M. Freeman, H. A. Fricker, S. M. Frith, Lucien Froidevaux, Gerald V. Frost, Steven Fuhrman, Martin Füllekrug, Catherine Ganter, Meng Gao, Alex Gardner, Judith Garforth, Jay Garg, Sebastian Gerland, Badin Gibbes, Sarah T. Gille, John Gilson, Karin Gleason, Nadine Gobron, S. J. Goetz, Stanley B. Goldenberg, Gustavo Goñi, Steven D. Goodman, Atsushi Goto, Jens‐Uwe Grooß, Alexander Gruber, Guojun Gu, Charles “Chip” P. Guard, Samson Hagos, Sebastian Hahn, Leopold Haimberger, B. D. Hall, B. D. Hamlington, Edward Hanna, Inger Hanssen‐Bauer, Daniel S. Harnos, Ian Harris, Qiong He, Richard R. Heim, Sverker Hellström, Deborah Hemming, Stefan Hendricks, Jessica Hicks, Hugo G. Hidalgo, Martin Hirschi, Shu‐peng Ho, Will Hobbs, R. M. Holmes, R. H. Holzworth, Filip Hrbáček, Guojie Hu, Zeng‐Zhen Hu, Boyin Huang, Hongjie Huang, D. F. Hurst, Iolanda Ialongo, Antje Inness, Ketil Isaksen, Masayoshi Ishii, Gerardo Jadra, Svetlana Jevrejeva, Viju O. John, William E. Johns, Bjørn Johnsen, B. J. Johnson, Gregory C. Johnson, P. D. Jones, T. Todd Jones, Simon A. Josey, Guillaume Jumaux, Robert Junod, Andreas Kääb, K. Kabidi, Johannes W. Kaiser, Robb S. A. Kaler, Lars Kaleschke, Viktor Kaufmann, Amin Fazl Kazemi, Linda M. Keller, Andreas Kellerer‐Pirklbauer, Mike Kendon, John Kennedy, Elizabeth C. Kent, Kenneth D. Kerr, V. M. Khan, Mai Van Khiem, Richard Kidd, Mi Ju Kim, Seong‐Joong Kim, Zak Kipling, Philip J. Klotzbach, John A. Knaff, Akash Koppa, Natalia N. Korshunova, Benjamin M. Kraemer, N. A. Kramarova, Andries Kruger, Arun Kumar, Michelle L’Heureux, Sofia La Fuente, Alo Laas, Zachary M. Labe, Rick Lader, Mónika Lakatos, Kaisa Lakkala, Hoang Phuc Lam, Xin Lan, Peter Landschützer, Chris Landsea, Timothy J. Lang, Matthias Lankhorst, Kathleen Lantz, Mark J. Lara, Waldo Lavado‐Casimiro, David A. Lavers, Matthew A. Lazzara, Thierry Leblanc, Tsz‐Cheung Lee, Eric M. Leibensperger, Chris Lennard, E. W. Leuliette, Kinson H. Y. Leung, JL Lieser, Tanja Likso, I.‐I. Lin, Jackie Lindsey, Yakun Liu, Ricardo Locarnini, Norman G. Loeb, Bryant Loomis, Andrew M. Lorrey, Diego Loyola, Rui Lü, Rick Lumpkin, Jing‐Jia Luo, Kari Luojus, John M. Lyman, Stephen C. Maberly, Matthew J. Macander, Michael MacFerrin, Graeme A. MacGilchrist, Michelle Maclennan, Rémi Madelon, Andrew D. Magee, Florence Magnin, Jostein Mamen, Kenneth D. Mankoff, G. L. Manney, Izolda Marcinonienė, José A. Marengo, Marjan Mohammadi, Ana E. Martínez, Robert A. Massom, Shin‐ichiro S. Matsuzaki, Linda May, Michael Mayer, Matthew R. Mazloff, Stephanie A. McAfee, Chris McBride, Matthew F. McCabe, J. W. McClelland, Michael J. McPhaden, Tim R. McVicar, Carl A. Mears, Walter N. Meier, Ademe Mekonnen, Annette Menzel, Christopher J. Merchant, M. A. Merrifield, Michael F. Meyer, Tristan Meyers, David E. Mikolajczyk, J. B. Miller, Diego G. Miralles, Noelia Misevicius, Alexey Mishonov, Gary T. Mitchum, Ben Moat, Leander Moesinger, Aurel Moise, Jorge Molina‐Carpio, Ghislaine Monet, Stephan A. Montzka, Twila Moon, G. W. K. Moore, Natali Mora, Johnny Morán, Claire Morehen, Colin Morice, A. E. Mostafa, Thomas L. Mote, Ivan Mrekaj, Lawrence Mudryk, Jens Mühle, Rolf Müller, David Nance, Eric R. Nash, R. S. Nerem, Paul A. Newman, Julien P. Nicolas, Juan J. Nieto, Jeannette Noetzli, Ben Noll, Taylor Norton, Kelsey E. Nyland, John O’Keefe, Naomi Ochwat, Yoshinori Oikawa, Yuka Okunaka, Timothy J. Osborn, James E. Overland, Taejin Park, Mark Parrington, Julia K. Parrish, Richard J. Pasch, Reynaldo Pascual Ramírez, Cécile Pellet, Mauri Pelto, Melita Perčec Tadić, Donald K. Perovich, Guðrún Nína Petersen, Kyle Petersen, Irina Petropavlovskikh, Alek Petty, Alexandre Bernardes Pezza, Luciano Ponzi Pezzi, Coda Phillips, Gareth K. Phoenix, Donald C. Pierson, Izidine Pinto, Vanda Pires, M. C. Pitts, Stephen Po–Chedley, Paolo Pogliotti, Kristin Poinar, Lorenzo M. Polvani, Wolfgang Preimesberger, Colin Price, Merja Pulkkanen, Sarah G. Purkey, Bo Qiu, Kenny Quisbert, Willy R. Quispe, M. Rajeevan, Andrea M. Ramos, William J. Randel, Mika Rantanen, Marilyn Raphael, James Reagan, Cristina Recalde, Phillip Reid, Samuel Rémy, Alejandra J. Reyes Kohler, Lucrezia Ricciardulli, Andrew D. Richardson, Robert Ricker, David A. Robinson, M. Robjhon, Willy Rocha, Matthew Rodell, Estéban Rodríguez Guisado, Nemesio Rodríguez-Fernández, V. E. Romanovsky, Josyane Ronchail, Matthew Rosencrans, Karen H. Rosenlof, Benjamin Rösner, Henrieke Rösner, Alexei Rozanov, Jozef Rozkošný, F. Rubek, Оlga O. Rusanovskaya, This Rutishauser, C. T. Sabeerali, Roberto Salinas, Ahira Sánchez-Lugo, M. L. Santee, Marcelo Freitas Santini, Katsunari Sato, P. Sawaengphokhai, A. Sayouri, Verena Schenzinger, Semjon Schimanke, Robert W. Schlegel, Claudia Schmid, Martin Schmid, Udo Schneider, Carl J. Schreck, Cristina Schultz, Zewdu Segele, Serhat Şensoy, Shawn Serbin, Mark C. Serreze, Amsari Mudzakir Setiawan, Fumi Sezaki, Sapna Sharma, Jonathan D. Sharp, Gay Sheffield, Jia‐Rui Shi, Lei Shi, A. I. Shiklomanov, N. I. Shiklomanov, Svetlana V. Shimaraeva, Raghunandan Shukla, David A. Siegel, Eugene A. Silow, F. Sima, A. J. Simmons, David Smeed, Adam Smith, Sharon L. Smith, Brian J. Soden, Viktoria Sofieva, Everaldo Barreiros de Souza, Tim H. Sparks, Jacqueline Spence-Hemmings, Robert G. M. Spencer, Sandra Spillane, O. P. Sreejith, Arvind K. Srivastava, Paul W. Stackhouse, Sharon Stammerjohn, Ryan M. Stauffer, Wolfgang Steinbrecht, Andrea K. Steiner, José Luis Stella, Tannecia S. Stephenson, Pietro Stradiotti, S. E. Strahan, D. A. Streletskiy, Divya E. Surendran, Anya Suslova, Tove Svendby, William Sweet, Kiyotoshi Takahashi, Kazuto Takemura, Suzanne E. Tank, Michael A. Taylor, Marco Tedesco, Stephen J. Thackeray, Wassila M. Thiaw, Emmanuel Thibert, Richard Thoman, Andrew F. Thompson, Philip R. Thompson, Xiangshan Tian‐Kunze, Mary‐Louise Timmermans, Maxim Timofeyev, Skie Tobin, Hans Tømmervik, Kleareti Tourpali, Lidia Trescilo, Mikhail Tretiakov, Blair Trewin, Joaquín Triñanes, Adrian Trotman, Ryan E. Truchelut, Luke D. Trusel, Mari R. Tye, Ronald van der A, Robin van der Schalie, Gerard van der Schrier, Cédric J. Van Meerbeeck, A.J.H. van Vliet, Ahad Vazife, Piet Verburg, Jean‐Paul Vernier, Isaac Vimont, Katrina S. Virts, Sebastián Vivero, Denis L. Volkov, Holger Vömel, Russell S. Vose, Donald A. Walker, John E. Walsh, Bin Wang, Hui Wang, Muyin Wang, Ray H. J. Wang, Xinyue Wang, Rik Wanninkhof, Taran Warnock, Mark Weber, Melinda Webster, Adrian Wehrlé, Caihong Wen, Toby K. Westberry, Matthew J. Widlansky, D. N. Wiese, Jeannette Wild, Jonathan Wille, An Willems, Kate M. Willett, Earle Williams, J. K. Willis, Takmeng Wong, Kimberly M. Wood, R. Iestyn Woolway, Pingping Xie, Dedi Yang, Xungang Yin, Ziqi Yin, Zhenzhong Zeng, Huai‐Min Zhang, Li Zhang, Peiqun Zhang, Lin Zhao, Xinjia Zhou, Zhiwei Zhu, J. R. Ziemke, Markus Ziese, Scott Zolkos, Ruxandra-Maria Zotta, Cheng‐Zhi Zou, Jessicca Allen, Amy V. Camper, Bridgette O. Haley, Gregory Hammer, S. Elizabeth Love-Brotak, Laura Ohlmann, Lukas Noguchi, Deborah B. Riddle, Sara W. Veasey

Bibliographic record

VenueBulletin of the American Meteorological Society · 2023
Typearticle
Languageen
FieldEnvironmental Science
TopicAtmospheric and Environmental Gas Dynamics
Canadian institutionsUniversity of AlbertaUniversity of SaskatchewanNatural Resources CanadaUniversity of TorontoGeological Survey of CanadaEnvironment and Climate Change CanadaYork University
FundersNational Centers for Environmental Information
KeywordsNorthern HemisphereEnvironmental scienceSouthern HemisphereClimatologyGreenhouse gasAtmosphere (unit)Global temperatureGlobal warmingCarbon dioxide in Earth's atmosphereSea surface temperatureTroposphereAtmospheric methaneAtmospheric sciencesClimate changeOceanographyGeographyMeteorologyGeology

Abstract

fetched live from OpenAlex

Abstract —J. BLUNDEN, T. BOYER, AND E. BARTOW-GILLIES Earth’s global climate system is vast, complex, and intricately interrelated. Many areas are influenced by global-scale phenomena, including the “triple dip” La Niña conditions that prevailed in the eastern Pacific Ocean nearly continuously from mid-2020 through all of 2022; by regional phenomena such as the positive winter and summer North Atlantic Oscillation that impacted weather in parts the Northern Hemisphere and the negative Indian Ocean dipole that impacted weather in parts of the Southern Hemisphere; and by more localized systems such as high-pressure heat domes that caused extreme heat in different areas of the world. Underlying all these natural short-term variabilities are long-term climate trends due to continuous increases since the beginning of the Industrial Revolution in the atmospheric concentrations of Earth’s major greenhouse gases. In 2022, the annual global average carbon dioxide concentration in the atmosphere rose to 417.1±0.1 ppm, which is 50% greater than the pre-industrial level. Global mean tropospheric methane abundance was 165% higher than its pre-industrial level, and nitrous oxide was 24% higher. All three gases set new record-high atmospheric concentration levels in 2022. Sea-surface temperature patterns in the tropical Pacific characteristic of La Niña and attendant atmospheric patterns tend to mitigate atmospheric heat gain at the global scale, but the annual global surface temperature across land and oceans was still among the six highest in records dating as far back as the mid-1800s. It was the warmest La Niña year on record. Many areas observed record or near-record heat. Europe as a whole observed its second-warmest year on record, with sixteen individual countries observing record warmth at the national scale. Records were shattered across the continent during the summer months as heatwaves plagued the region. On 18 July, 104 stations in France broke their all-time records. One day later, England recorded a temperature of 40°C for the first time ever. China experienced its second-warmest year and warmest summer on record. In the Southern Hemisphere, the average temperature across New Zealand reached a record high for the second year in a row. While Australia’s annual temperature was slightly below the 1991–2020 average, Onslow Airport in Western Australia reached 50.7°C on 13 January, equaling Australia's highest temperature on record. While fewer in number and locations than record-high temperatures, record cold was also observed during the year. Southern Africa had its coldest August on record, with minimum temperatures as much as 5°C below normal over Angola, western Zambia, and northern Namibia. Cold outbreaks in the first half of December led to many record-low daily minimum temperature records in eastern Australia. The effects of rising temperatures and extreme heat were apparent across the Northern Hemisphere, where snow-cover extent by June 2022 was the third smallest in the 56-year record, and the seasonal duration of lake ice cover was the fourth shortest since 1980. More frequent and intense heatwaves contributed to the second-greatest average mass balance loss for Alpine glaciers around the world since the start of the record in 1970. Glaciers in the Swiss Alps lost a record 6% of their volume. In South America, the combination of drought and heat left many central Andean glaciers snow free by mid-summer in early 2022; glacial ice has a much lower albedo than snow, leading to accelerated heating of the glacier. Across the global cryosphere, permafrost temperatures continued to reach record highs at many high-latitude and mountain locations. In the high northern latitudes, the annual surface-air temperature across the Arctic was the fifth highest in the 123-year record. The seasonal Arctic minimum sea-ice extent, typically reached in September, was the 11th-smallest in the 43-year record; however, the amount of multiyear ice—ice that survives at least one summer melt season—remaining in the Arctic continued to decline. Since 2012, the Arctic has been nearly devoid of ice more than four years old. In Antarctica, an unusually large amount of snow and ice fell over the continent in 2022 due to several landfalling atmospheric rivers, which contributed to the highest annual surface mass balance, 15% to 16% above the 1991–2020 normal, since the start of two reanalyses records dating to 1980. It was the second-warmest year on record for all five of the long-term staffed weather stations on the Antarctic Peninsula. In East Antarctica, a heatwave event led to a new all-time record-high temperature of −9.4°C—44°C above the March average—on 18 March at Dome C. This was followed by the collapse of the critically unstable Conger Ice Shelf. More than 100 daily low sea-ice extent and sea-ice area records were set in 2022, including two new all-time annual record lows in net sea-ice extent and area in February. Across the world’s oceans, global mean sea level was record high for the 11th consecutive year, reaching 101.2 mm above the 1993 average when satellite altimetry measurements began, an increase of 3.3±0.7 over 2021. Globally-averaged ocean heat content was also record high in 2022, while the global sea-surface temperature was the sixth highest on record, equal with 2018. Approximately 58% of the ocean surface experienced at least one marine heatwave in 2022. In the Bay of Plenty, New Zealand’s longest continuous marine heatwave was recorded. A total of 85 named tropical storms were observed during the Northern and Southern Hemisphere storm seasons, close to the 1991–2020 average of 87. There were three Category 5 tropical cyclones across the globe—two in the western North Pacific and one in the North Atlantic. This was the fewest Category 5 storms globally since 2017. Globally, the accumulated cyclone energy was the lowest since reliable records began in 1981. Regardless, some storms caused massive damage. In the North Atlantic, Hurricane Fiona became the most intense and most destructive tropical or post-tropical cyclone in Atlantic Canada’s history, while major Hurricane Ian killed more than 100 people and became the third costliest disaster in the United States, causing damage estimated at $113 billion U.S. dollars. In the South Indian Ocean, Tropical Cyclone Batsirai dropped 2044 mm of rain at Commerson Crater in Réunion. The storm also impacted Madagascar, where 121 fatalities were reported. As is typical, some areas around the world were notably dry in 2022 and some were notably wet. In August, record high areas of land across the globe (6.2%) were experiencing extreme drought. Overall, 29% of land experienced moderate or worse categories of drought during the year. The largest drought footprint in the contiguous United States since 2012 (63%) was observed in late October. The record-breaking megadrought of central Chile continued in its 13th consecutive year, and 80-year record-low river levels in northern Argentina and Paraguay disrupted fluvial transport. In China, the Yangtze River reached record-low values. Much of equatorial eastern Africa had five consecutive below-normal rainy seasons by the end of 2022, with some areas receiving record-low precipitation totals for the year. This ongoing 2.5-year drought is the most extensive and persistent drought event in decades, and led to crop failure, millions of livestock deaths, water scarcity, and inflated prices for staple food items. In South Asia, Pakistan received around three times its normal volume of monsoon precipitation in August, with some regions receiving up to eight times their expected monthly totals. Resulting floods affected over 30 million people, caused over 1700 fatalities, led to major crop and property losses, and was recorded as one of the world’s costliest natural disasters of all time. Near Rio de Janeiro, Brazil, Petrópolis received 530 mm in 24 hours on 15 February, about 2.5 times the monthly February average, leading to the worst disaster in the city since 1931 with over 230 fatalities. On 14–15 January, the Hunga Tonga-Hunga Ha'apai submarine volcano in the South Pacific erupted multiple times. The injection of water into the atmosphere was unprecedented in both magnitude—far exceeding any previous values in the 17-year satellite record—and altitude as it penetrated into the mesosphere. The amount of water injected into the stratosphere is estimated to be 146±5 Terragrams, or ∼10% of the total amount in the stratosphere. It may take several years for the water plume to dissipate, and it is currently unknown whether this eruption will have any long-term climate effect.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.527
Threshold uncertainty score0.675

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0020.001
Scholarly communication0.0050.003
Open science0.0020.003
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.5270.401

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.006
GPT teacher head0.201
Teacher spread0.195 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

Study designNot applicable
Domainnot available
GenreOther

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2023
Admission routes2
Has abstractyes

Explore more

Same venueBulletin of the American Meteorological SocietySame topicAtmospheric and Environmental Gas DynamicsFrench-language works237,207