The Bristol <scp>CMIP6</scp> Data Hackathon

Mitchell, Dann; Stone, E. J.; Andrews, Oliver; Bamber, Jonathan; Bingham, Rory; Browse, Jo; Henry, Matthew; MacLeod, David; Morten, Joanne M.; Sauter, Christoph; Smith, Christopher J.; Thomas, James; Thomson, Stephen I.; Wilson, Jamie D.; Fung, Fai; Hall, Richard; Seviour, William J. M.; Holley, Patricia; Kuwertz, E. S.; Brown, Katharine Robson; Tanner, Al; Thurlby, Natalie; Grinsted, Aslak; Buzzard, Sammie; Ng, Kevin Tak‐Pan; Nias, Isabel; Weeks, Jennifer; Sheen, Katy; Baidu, Michael; Baker, Jessica C. A.; Fulton, J. D.; Guennec, Valérie Le; Harbord, Sophie; Harris, Bethan L.; Li, Xiaorong; Lo, Brian; Lord, Natalie S.; Masukwedza, Innocent; Walker, Erin; Watson, Peter; Adloff, Markus; Baker, Chelsey; Blackledge, Benedict; Death, Ros; Goldsworth, Fraser; Katavouta, Anna; Kennedy-Asser, Alan T.; Liu, Qian; Virissimo, Francisco de Mel; Sieradzan, Katie; Vosper, Emily; Ying, Rui; Chaudhri, Alex; Evans, Dafydd Gwyn; Hughes, Chris W.; Mecking, Jennifer; Rosser, Jonathan; Turner, C. W.; Turner, Katherine; Vishwakarma, Bramha Dutt; Worthington, Emma; Screen, James A.; Tomson, Stephen; Bilge, Tarkan; Clement, Louis; Hudson, Phoebe; Keel, Thomas; Mackie, Anna; Manning, Colin; O’Reilly, Christopher H.; Adhikari, Mira; Ball, Emily; Lo, Y. T. Eunice; Roesch, Carla; Avrutin, Sandy; Booth, Alice S.; Walsh, Amber; Collins, Matthew; Amos, Matt; Chen, Ying; Gouldsbrough, Lily; Heinrich, Viola; Kelly, Stephen M.; Hawkes, Lucy; Thurston, Will; Buchanan, Pearce; Glissenaar, Isolde; Williams, Daniel; Williams, Nicholas; Williams, Shannon Adair; Vogt‐Vincent, Noam; Zaforemska, Aleksandra; Smith, Chris; Brimicombe, Chloe; Burton, Lauren; Cole, Sebastian; Gohar, Laila; Hemani, Gibran; Lamboll, Robin; Napoli, Claudia Di; Simpson, C.; Taylor, Michael D.; Tunnicliffe, Rachel

doi:10.1002/wea.4161

Cited by 6 publications

(4 citation statements)

References 14 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…CMIP6 models (see Table 1 for details) were accessed through JASMIN during a hackathon event that ran from 2 to 4 June 2021 and was organised by the University of Bristol and Cabot Institute (Mitchell et al, 2022 ). All CMIP6 model output is freely available on the Earth System Grid Federation ( https://esgf.llnl.gov/ ), while the global ocean biogeochemistry hindcast simulations are available on the Copernicus Marine Database ( https://resources.marine.copernicus.eu/ ).…”

Section: Methodsmentioning

confidence: 99%

See 1 more Smart Citation

Global warming and arctic terns: Estimating climate change impacts on the world's longest migration

Morten

Buchanan

Egevang

et al. 2023

Global Change Biology

Self Cite

View full text Add to dashboard Cite

Climate change is one of the top three global threats to seabirds, particularly species that visit polar regions. Arctic terns migrate between both polar regions annually and rely on productive marine areas to forage, on sea ice for rest and foraging, and prevailing winds during flight. Here, we report 21st‐century trends in environmental variables affecting arctic terns at key locations along their Atlantic/Indian Ocean migratory flyway during the non‐breeding seasons, identified through tracking data. End‐of‐century climate change projections were derived from Earth System Models and multi‐model means calculated in two Shared Socioeconomic Pathways: ‘middle‐of‐the‐road’ and ‘fossil‐fuelled development’ scenarios. Declines in North Atlantic primary production emerge as a major impact to arctic terns likely to affect their foraging during the 21st century under a ‘fossil‐fuelled development’ scenario. Minimal changes are, however, projected at three other key regions visited by arctic terns (Benguela Upwelling, Subantarctic Indian Ocean and the Southern Ocean). Southern Ocean sea ice extent is likely to decline, but the magnitude of change and potential impacts on tern survival are uncertain. Small changes (<1 m s−1) in winds are projected in both scenarios, but with minimal likely impacts on migration routes and duration. However, Southern Ocean westerlies are likely to strengthen and contract closer to the continent, which may require arctic terns to shift routes or flight strategies. Overall, we find minor effects of climate change on the migration of arctic terns, with the exception of poorer foraging in the North Atlantic. However, given that arctic terns travel over huge spatial scales and live for decades, they integrate minor changes in conditions along their migration routes such that the sum effect may be greater than the parts. Meeting carbon emission targets is vital to slow these end‐of‐century climatic changes and minimise extinction risk for a suite of polar species.

show abstract

Section: Methodsmentioning

confidence: 99%

“…We thank the Reviewers for their comments that improved the manuscript. We acknowledge the support from the CMIP6 Data Hackathon hosted by the University of Bristol and Met Office Academic Partners (Mitchell et al, 2022 ). This work uses JASMIN, the UK collaborative data analysis facility.…”

Section: Acknowledgementsmentioning

confidence: 99%

Global warming and arctic terns: Estimating climate change impacts on the world's longest migration

Morten

Buchanan

Egevang

et al. 2023

Global Change Biology

Self Cite

View full text Add to dashboard Cite

show abstract

“…In addition to traditional scientific research and development, novel approaches can be helpful to explore climate data in new and exciting ways (Thomas et al, 2022). One such approach is through the concept of 'hackathons'; events where a range of collaborators come together and spend a dedicated, short period of time to approach and solve questions of particular interest (Crook et al, 2022;Fallon et al, 2022;Mitchell et al, 2022;Thomas et al, 2022).…”

Section: Introductionmentioning

confidence: 99%

Weather, Vol. 79, no. 6, June 2024, pp. 174‐204

2024

Weather

View full text Add to dashboard Cite

“…In addition to traditional scientific research and development, novel approaches can be helpful to explore climate data in new and exciting ways (Thomas et al ., 2022). One such approach is through the concept of ‘hackathons’; events where a range of collaborators come together and spend a dedicated, short period of time to approach and solve questions of particular interest (Crook et al ., 2022; Fallon et al ., 2022; Mitchell et al ., 2022; Thomas et al ., 2022).…”

Section: Introductionmentioning

confidence: 99%

A collaborative hackathon to investigate climate change and extreme weather impacts in justice and insurance settings

Macholl,

Roberts,

Steptoe

et al. 2024

Weather

View full text Add to dashboard Cite

The Bristol CMIP6 Data Hackathon

Cited by 6 publications

References 14 publications

Global warming and arctic terns: Estimating climate change impacts on the world's longest migration

Global warming and arctic terns: Estimating climate change impacts on the world's longest migration

Weather, Vol. 79, no. 6, June 2024, pp. 174‐204

A collaborative hackathon to investigate climate change and extreme weather impacts in justice and insurance settings

Contact Info

Product

Resources

About