Observation List
Get a list of Observation objects.
### Available end points:
- `/observations/` - Will list all Results in the database
- `/observations.json` - Will return all Results in json format. This can
also be achieved by using the accept header. `application/json`
- `/observations/<object_id>/` - Returns Results object with that id
### Available Methods:
- `GET`
- `HEAD`
### Available filters:
- `title`
- `uuid`
- `keywords`
- `status`
- `result_field`
- `discoveryKeywords`
- `updateFrequency`
- `nonGeographicFlag`
- `publicationState`
- `permissions`
### How to use filters:
These filters can be used like django query filters using __ for related model relationships.
- `/observations/?uuid=d594d53df2612bbd89c2e0e770b5c1a0`
- `/observations/?status=completed`
- `/observations/?results_field__dataPath__startswith=/neodc/esacci`
- `/observations/?discoveryKeywords__name=ESACCI`
- `/observations/?nonGeographicFlag=True`
Filters can be stacked to build an 'AND' relationship. E.g.
- `/observations/?publicationState__in=published,citable&nonGeographicFlag=True`
- `/observations/?publicationState__in=published,citable&discoveryKeyword__name=NDGO0003`
GET /api/v2/observations/?format=api&offset=7600
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The runs included the ensemble member: r1i1p2f1.\n\nCMIP6 was a global climate model intercomparison project, coordinated by PCMDI (Program For Climate Model Diagnosis and Intercomparison) on behalf of the WCRP and provided input for the Intergovernmental Panel on Climate Change (IPCC) 6th Assessment Report (AR6).\n\nThe official CMIP6 Citation, and its associated DOI, is provided as an online resource linked to this record.", "keywords": "CMIP6, WCRP, climate change, CCCma, CanESM5, piClim-histall, AERmon, AERmonZ, Amon, Eday, EdayZ, day, fx", "publicationState": "published", "dataPublishedTime": "2021-12-22T19:02:17.510156", "doiPublishedTime": null, "updateFrequency": "asNeeded", "status": "ongoing", "result_field": { "ob_id": "https://api.catalogue.ceda.ac.uk/api/v2/observations/34303/?format=api", "dataPath": "/badc/cmip6/data/CMIP6/RFMIP/CCCma/CanESM5/piClim-histall", "oldDataPath": [], "storageLocation": "internal", "storageStatus": "online", "volume": 186025283650, 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"https://api.catalogue.ceda.ac.uk/api/v2/phenomona/50445/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/phenomona/50468/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/phenomona/50475/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/phenomona/50496/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/phenomona/50498/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/phenomona/50554/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/phenomona/50555/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/phenomona/50556/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/phenomona/50557/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/phenomona/50566/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/phenomona/50580/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/phenomona/50589/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/phenomona/50591/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/phenomona/50596/?format=api", 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"https://api.catalogue.ceda.ac.uk/api/v2/rpis/159322/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/159323/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/159324/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/159325/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/159326/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/159328/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/159329/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/159327/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/164577/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/164578/?format=api" ], "procedureAcquisition": null, "procedureCompositeProcess": null, "procedureComputation": "https://api.catalogue.ceda.ac.uk/api/v2/computations/34304/?format=api", "permissions": [ { "ob_id": "https://api.catalogue.ceda.ac.uk/api/v2/observations/2520/?format=api", "useLimitation": null, "accessConstraints": null, "accessCategory": "public", "accessRoles": null, "label": "public: None group", "licenceURL": "https://artefacts.ceda.ac.uk/licences/specific_licences/CMIP6_Terms_of_Use.pdf", "licenceClassifications": "" } ], "discoveryKeywords": [ { "ob_id": 1138, "name": "NDGO0003" } ] }, { "ob_id": 34305, "uuid": "2252cb8ec2cf44859a60f3f09ee51432", "title": "WCRP CMIP6: Canadian Centre for Climate Modelling and Analysis (CCCma) CanESM5 model output for the \"piClim-histghg\" experiment", "abstract": "The World Climate Research Program (WCRP) Coupled Model Intercomparison Project, Phase 6 (CMIP6) data from the Canadian Centre for Climate Modelling and Analysis (CCCma) CanESM5 model output for the \"transient effective radiative forcing by greenhouse gases\" (piClim-histghg) experiment. These are available at the following frequencies: AERmon, AERmonZ, Amon, Eday, EdayZ, day and fx. The runs included the ensemble members: r1i1p2f1, r2i1p2f1 and r3i1p2f1.\n\nCMIP6 was a global climate model intercomparison project, coordinated by PCMDI (Program For Climate Model Diagnosis and Intercomparison) on behalf of the WCRP and provided input for the Intergovernmental Panel on Climate Change (IPCC) 6th Assessment Report (AR6).\n\nThe official CMIP6 Citation, and its associated DOI, is provided as an online resource linked to this record.", "keywords": "CMIP6, WCRP, climate change, CCCma, CanESM5, piClim-histghg, AERmon, AERmonZ, Amon, Eday, EdayZ, day, fx", "publicationState": "published", "dataPublishedTime": "2021-12-22T19:03:31.376898", "doiPublishedTime": null, "updateFrequency": "asNeeded", "status": "ongoing", "result_field": { "ob_id": "https://api.catalogue.ceda.ac.uk/api/v2/observations/34306/?format=api", "dataPath": "/badc/cmip6/data/CMIP6/RFMIP/CCCma/CanESM5/piClim-histghg", "oldDataPath": [], "storageLocation": "internal", "storageStatus": "online", "volume": 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"https://api.catalogue.ceda.ac.uk/api/v2/phenomona/50597/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/phenomona/50598/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/phenomona/50599/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/phenomona/50601/?format=api" ], "dataLineage": "Data were produced and verified by Canadian Centre for Climate Modelling and Analysis (CCCma) scientists before publication via the Earth Systems Grid Federation (ESGF) and a copy obtained by the Centre for Environmental Data Analysis (CEDA).", "removedDataTime": null, "removedDataReason": "", "language": "English", "identifier_set": [], "projects": [ "https://api.catalogue.ceda.ac.uk/api/v2/projects/28435/?format=api" ], "observationcollection_set": [ "https://api.catalogue.ceda.ac.uk/api/v2/observationcollections/28438/?format=api" ], "responsiblepartyinfo_set": [ "https://api.catalogue.ceda.ac.uk/api/v2/rpis/159335/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/159336/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/159337/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/159338/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/159339/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/159340/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/159341/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/159343/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/159344/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/159342/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/164579/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/164580/?format=api" ], "procedureAcquisition": null, "procedureCompositeProcess": null, "procedureComputation": "https://api.catalogue.ceda.ac.uk/api/v2/computations/34307/?format=api", "permissions": [ { "ob_id": "https://api.catalogue.ceda.ac.uk/api/v2/observations/2520/?format=api", "useLimitation": null, "accessConstraints": null, "accessCategory": "public", "accessRoles": null, "label": "public: None group", "licenceURL": "https://artefacts.ceda.ac.uk/licences/specific_licences/CMIP6_Terms_of_Use.pdf", "licenceClassifications": "" } ], "discoveryKeywords": [ { "ob_id": 1138, "name": "NDGO0003" } ] }, { "ob_id": 34308, "uuid": "d7756110fc4e4d8db69cacc265b23ed0", "title": "WCRP CMIP6: Canadian Centre for Climate Modelling and Analysis (CCCma) CanESM5 model output for the \"piClim-histnat\" experiment", "abstract": "The World Climate Research Program (WCRP) Coupled Model Intercomparison Project, Phase 6 (CMIP6) data from the Canadian Centre for Climate Modelling and Analysis (CCCma) CanESM5 model output for the \"transient effective radiative forcing by natural perturbations\" (piClim-histnat) experiment. These are available at the following frequencies: AERmon, AERmonZ, Amon, Eday, EdayZ, day and fx. The runs included the ensemble member: r1i1p2f1.\n\nCMIP6 was a global climate model intercomparison project, coordinated by PCMDI (Program For Climate Model Diagnosis and Intercomparison) on behalf of the WCRP and provided input for the Intergovernmental Panel on Climate Change (IPCC) 6th Assessment Report (AR6).\n\nThe official CMIP6 Citation, and its associated DOI, is provided as an online resource linked to this record.", "keywords": "CMIP6, WCRP, climate change, CCCma, CanESM5, piClim-histnat, AERmon, AERmonZ, Amon, Eday, EdayZ, day, fx", "publicationState": "published", "dataPublishedTime": "2021-12-22T19:04:48.336352", "doiPublishedTime": null, "updateFrequency": "asNeeded", "status": "ongoing", "result_field": { "ob_id": "https://api.catalogue.ceda.ac.uk/api/v2/observations/34309/?format=api", "dataPath": "/badc/cmip6/data/CMIP6/RFMIP/CCCma/CanESM5/piClim-histnat", "oldDataPath": [], "storageLocation": "internal", "storageStatus": "online", "volume": 186033392334, 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"removedDataReason": "", "language": "English", "identifier_set": [], "projects": [ "https://api.catalogue.ceda.ac.uk/api/v2/projects/28435/?format=api" ], "observationcollection_set": [ "https://api.catalogue.ceda.ac.uk/api/v2/observationcollections/28438/?format=api" ], "responsiblepartyinfo_set": [ "https://api.catalogue.ceda.ac.uk/api/v2/rpis/159350/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/159351/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/159352/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/159353/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/159354/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/159355/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/159356/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/159358/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/159359/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/159357/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/164581/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/164582/?format=api" ], "procedureAcquisition": null, "procedureCompositeProcess": null, "procedureComputation": "https://api.catalogue.ceda.ac.uk/api/v2/computations/34310/?format=api", "permissions": [ { "ob_id": "https://api.catalogue.ceda.ac.uk/api/v2/observations/2520/?format=api", "useLimitation": null, "accessConstraints": null, "accessCategory": "public", "accessRoles": null, "label": "public: None group", "licenceURL": "https://artefacts.ceda.ac.uk/licences/specific_licences/CMIP6_Terms_of_Use.pdf", "licenceClassifications": "" } ], "discoveryKeywords": [ { "ob_id": 1138, "name": "NDGO0003" } ] }, { "ob_id": 34311, "uuid": "2a57a8e781b7449c8f8955ee299e565a", "title": "WCRP CMIP6: Commonwealth Scientific and Industrial Research Organisation (CSIRO) ACCESS-ESM1-5 model output for the \"piClim-4xCO2\" experiment", "abstract": "The World Climate Research Program (WCRP) Coupled Model Intercomparison Project, Phase 6 (CMIP6) data from the Commonwealth Scientific and Industrial Research Organisation (CSIRO) ACCESS-ESM1-5 model output for the \"effective radiative forcing by 4xCO2\" (piClim-4xCO2) experiment. These are available at the following frequencies: Amon and fx. 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"https://api.catalogue.ceda.ac.uk/api/v2/rpis/163952/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/164745/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/163948/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/164746/?format=api" ], "procedureAcquisition": null, "procedureCompositeProcess": null, "procedureComputation": "https://api.catalogue.ceda.ac.uk/api/v2/computations/34556/?format=api", "permissions": [ { "ob_id": "https://api.catalogue.ceda.ac.uk/api/v2/observations/2520/?format=api", "useLimitation": null, "accessConstraints": null, "accessCategory": "public", "accessRoles": null, "label": "public: None group", "licenceURL": "https://artefacts.ceda.ac.uk/licences/specific_licences/CMIP6_Terms_of_Use.pdf", "licenceClassifications": "" } ], "discoveryKeywords": [ { "ob_id": 1138, "name": "NDGO0003" } ] }, { "ob_id": 34557, "uuid": "dc6c126c95b1445d8e66d6b9f62054d4", "title": "Summary for Policymakers of the Working Group I Contribution to the IPCC Sixth Assessment Report - data for Figure SPM.3 (v20221116)", "abstract": "Data for Figure SPM.3 from the Summary for Policymakers (SPM) of the Working Group I (WGI) Contribution to the Intergovernmental Panel on Climate Change (IPCC) Sixth Assessment Report (AR6).\r\n\r\nFigure SPM.3 shows the synthesis of assessed observed and attributable regional changes in hot extremes, heavy precipitation and agricultural and ecological droughts and confidence in human contribution to the observed changes in the world’s regions.\r\n---------------------------------------------------\r\nHow to cite this dataset\r\n---------------------------------------------------\r\nIPCC, 2021: Summary for Policymakers. In: Climate Change 2021: The Physical Science Basis. Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change [Masson-Delmotte, V., P. Zhai, A. Pirani, S.L. Connors, C. Péan, S. Berger, N. Caud, Y. Chen, L. Goldfarb, M.I. Gomis, M. Huang, K. Leitzell, E. Lonnoy, J.B.R. Matthews, T.K. Maycock, T. Waterfield, O. Yelekçi, R. Yu, and B. Zhou (eds.)]. Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, pp. 3−32, doi:10.1017/9781009157896.001.\r\n\r\n---------------------------------------------------\r\nFigure subpanels\r\n---------------------------------------------------\r\nThe figure has three panels, with data provided for all panels in subdirectories named panel_a, panel_b and panel_c.\r\n---------------------------------------------------\r\nList of data provided\r\n---------------------------------------------------\r\nPanel a: Synthesis of assessment of observed change in hot extremes and confidence in human contribution to the observed changes in the AR6 land-regions, excluding Antarctica.\r\n\r\nPanel b: Synthesis of assessment of observed change in heavy precipitation and confidence in human contribution to the observed changes in the AR6 land-regions, excluding Antarctica.\r\n\r\nPanel c: Synthesis of assessment of observed change in agricultural and ecological drought and confidence in human contribution to the observed changes in the AR6 land-regions, excluding Antarctica.\r\n---------------------------------------------------\r\nData provided in relation to figure\r\n---------------------------------------------------\r\n\r\n·\tData file: 'SPM3_panel_a.csv' (AR6 world regions, observed change in hot extremes, confidence in human contribution); middle entry relates to the colour of the map, showing [increase] (red), [decrease](blue),[low agreement in type of change](white/grey),[limited data and/or literature](grey) .\r\n\r\n·\tData file: 'SPM3_panel_b.csv' (AR6 world regions, observed change in heavy precipitation, confidence in human contribution); middle entry relates to the colour of the map, showing [increase] (green), [decrease](yellow),[low agreement in type of change](white/grey),[limited data and/or literature](grey) .\r\n\r\n·\tData file: 'SPM3_panel_c.csv' (AR6 world regions, observed change in agricultural and ecological drought, confidence in human contribution); middle entry relates to the colour of the map, showing [increase] (yellow), [decrease](green),[low agreement in type of change](white/grey),[limited data and/or literature](grey) \r\n\r\n---------------------------------------------------\r\nSources of additional information\r\n---------------------------------------------------\r\nThe data in the files is an assessment of section 11.9 in chapter 11 that is provided in the second first two columns of the tables in that section.\r\n\r\n- Link to the figure on the IPCC AR6 website\r\n- Link to the report component containing the figure (IPCC Report SPM)\r\n- Link to related publication for input data\r\n- Link to the webpage of the WGI report", "keywords": "IPCC-DDC, IPCC, AR6, WG1, WGI, SPM, Sixth Assessment Report, Working Group I, Physical Science Basis, Summary for Policymakers, Figure SPM.3, Extremes, Chapter 11.", "publicationState": "citable", "dataPublishedTime": "2023-02-22T10:26:25", "doiPublishedTime": "2023-07-03T12:08:39.605336", "updateFrequency": "notPlanned", "status": "completed", "result_field": { "ob_id": "https://api.catalogue.ceda.ac.uk/api/v2/observations/39204/?format=api", "dataPath": "/badc/ar6_wg1/data/spm/spm_03/v20221116", "oldDataPath": [], "storageLocation": "internal", "storageStatus": "online", "volume": 17234, "numberOfFiles": 6, "fileFormat": "csv" }, "timePeriod": "https://api.catalogue.ceda.ac.uk/api/v2/times/9132/?format=api", "geographicExtent": "https://api.catalogue.ceda.ac.uk/api/v2/bboxes/529/?format=api", "nonGeographicFlag": false, "phenomena": [ "https://api.catalogue.ceda.ac.uk/api/v2/phenomona/65386/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/phenomona/65387/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/phenomona/65388/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/phenomona/86919/?format=api" ], "dataLineage": "Data produced by Intergovernmental Panel on Climate Change (IPCC) authors and supplied for archiving at the Centre for Environmental Data Analysis (CEDA) by the Technical Support Unit (TSU) for IPCC Working Group I (WGI).\r\nData curated on behalf of the IPCC Data Distribution Centre (IPCC-DDC).", "removedDataTime": null, "removedDataReason": "", "language": "English", "identifier_set": [ "https://api.catalogue.ceda.ac.uk/api/v2/identifiers/12562/?format=api" ], "projects": [ "https://api.catalogue.ceda.ac.uk/api/v2/projects/32705/?format=api" ], "observationcollection_set": [ "https://api.catalogue.ceda.ac.uk/api/v2/observationcollections/32729/?format=api" ], "responsiblepartyinfo_set": [ "https://api.catalogue.ceda.ac.uk/api/v2/rpis/163961/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/163962/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/163963/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/163964/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/163965/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/163966/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/163967/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/163968/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/163969/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/190879/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/163970/?format=api" ], "procedureAcquisition": null, "procedureCompositeProcess": null, "procedureComputation": "https://api.catalogue.ceda.ac.uk/api/v2/computations/33238/?format=api", "permissions": [ { "ob_id": "https://api.catalogue.ceda.ac.uk/api/v2/observations/2528/?format=api", "useLimitation": null, "accessConstraints": null, "accessCategory": "public", "accessRoles": null, "label": "public: None group", "licenceURL": "http://creativecommons.org/licenses/by/4.0/", "licenceClassifications": "any" } ], "discoveryKeywords": [] }, { "ob_id": 34559, "uuid": "678ee967fe114a34a6d1f7d50e4aa7ee", "title": "Chapter 3 of the Working Group I Contribution to the IPCC Sixth Assessment Report - data for Figure 3.34 (v20220104)", "abstract": "Data for Figure 3.34 from Chapter 3 of the Working Group I (WGI) Contribution to the Intergovernmental Panel on Climate Change (IPCC) Sixth Assessment Report (AR6).\r\n\r\n\r\nFigure 3.34 shows attribution of observed seasonal trends in the annular modes to forcings. \r\n\r\n\r\n---------------------------------------------------\r\n How to cite this dataset\r\n ---------------------------------------------------\r\n When citing this dataset, please include both the data citation below (under 'Citable as') and the following citation for the report component from which the figure originates:\r\nEyring, V., N.P. Gillett, K.M. Achuta Rao, R. Barimalala, M. Barreiro Parrillo, N. Bellouin, C. Cassou, P.J. Durack, Y. Kosaka, S. McGregor, S. Min, O. Morgenstern, and Y. Sun, 2021: Human Influence on the Climate System. In Climate Change 2021: The Physical Science Basis. Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change [Masson-Delmotte, V., P. Zhai, A. Pirani, S.L. Connors, C. Péan, S. Berger, N. Caud, Y. Chen, L. Goldfarb, M.I. Gomis, M. Huang, K. Leitzell, E. Lonnoy, J.B.R. Matthews, T.K. Maycock, T. Waterfield, O. Yelekçi, R. Yu, and B. Zhou (eds.)]. Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, pp. 423–552, doi:10.1017/9781009157896.005.\r\n\r\n---------------------------------------------------\r\n Figure subpanels\r\n ---------------------------------------------------\r\n The figure has 3 panels, and all the data are provided in a single file named NAM_SAM_detection_attribution.nc.\r\n\r\n---------------------------------------------------\r\n List of data provided\r\n ---------------------------------------------------\r\n This dataset contains\r\n \r\n - Observed and simulated DJF NAM trends for 1958-2019\r\n - Observed and simulated JJA NAM trends for 1958-2019\r\n - Observed and simulated DJF SAM trends for 1979-2019\r\n - Observed and simulated JJA SAM trends for 1979-2019\r\n - Observed and simulated DJF SAM trends for 2000-2019\r\n - Observed and simulated JJA SAM trends for 2000-2019\r\n Simulations are from CMIP6 historical, hist-GHG, hist-aer, hist-nat, and hist-stratO3 simulations, and from equivalent time segments from CMIP6 piControl simulations (one segment from one model).\r\n\r\nNAM: Northern Annular Mode \r\nSAM: Southern Annular Mode\r\nGHG: greenhouse gas\r\nJJA: June, July, August\r\nDJF: December, January, February\r\n\r\n---------------------------------------------------\r\n Data provided in relation to figure\r\n ---------------------------------------------------\r\n Panel a:\r\n - NAM_obs_DJF_1958_2019: grey horizontal lines in the left\r\n -->ERA5: obs_dataset = 0\\n\r\n -->JRA-55: obs_dataset = 1\\n\r\n - NAM_piControl_DJF_62yrs: multimodel ensemble mean and percentiles for blue open box-whisker in the left\r\n - NAM_hist_DJF_1958_2019: multimodel ensemble mean and percentiles for red open box-whisker in the left, and multimodel ensemble mean and confidence interval for red filled box, with ensemble means of individual models for black dots, in the left\r\n - NAM_GHG_DJF_1958_2019: multimodel ensemble mean and confidence interval for brown filled box, with ensemble means of individual models for black dots, in the left\r\n - NAM_aer_DJF_1958_2019: multimodel ensemble mean and confidence interval for light blue filled box, with ensemble means of individual models for black dots, in the left\r\n - NAM_stratO3_DJF_1958_2019: multimodel ensemble mean and confidence interval for purple filled box, with ensemble means of individual models for black dots, in the left\r\n - NAM_nat_DJF_1958_2019: multimodel ensemble mean and confidence interval for green filled box, with ensemble means of individual models for black dots, in the left\r\n - NAM_obs_JJA_1958_2019: grey horizontal lines in the right\r\n -->ERA5: obs_dataset = 0\\n\r\n -->JRA-55: obs_dataset = 1\\n\r\n - NAM_piControl_JJA_62yrs: multimodel ensemble mean and percentiles for blue open box-whisker in the right\r\n - NAM_hist_JJA_1958_2019: multimodel ensemble mean and percentiles for red open box-whisker in the right, and multimodel ensemble mean and confidence interval for red filled box, with ensemble means of individual models for black dots, in the right\r\n - NAM_GHG_JJA_1958_2019: multimodel ensemble mean and confidence interval for brown filled box, with ensemble means of individual models for black dots, in the right\r\n - NAM_aer_JJA_1958_2019: multimodel ensemble mean and confidence interval for light blue filled box, with ensemble means of individual models for black dots, in the right\r\n - NAM_stratO3_JJA_1958_2019: multimodel ensemble mean and confidence interval for purple filled box, with ensemble means of individual models for black dots, in the right\r\n - NAM_nat_JJA_1958_2019: multimodel ensemble mean and confidence interval for green filled box, with ensemble means of individual models for black dots, in the right\r\n \r\n Panel b:\r\n - SAM_obs_DJF_1979_2019: grey horizontal lines in the left\r\n -->ERA5: obs_dataset = 0\\n\r\n -->JRA-55: obs_dataset = 1\\n\r\n - SAM_piControl_DJF_41yrs: multimodel ensemble mean and percentiles for blue open box-whisker in the left\r\n - SAM_hist_DJF_1979_2019: multimodel ensemble mean and percentiles for red open box-whisker in the left, and multimodel ensemble mean and confidence interval for red filled box, with ensemble means of individual models for black dots, in the left\r\n - SAM_GHG_DJF_1979_2019: multimodel ensemble mean and confidence interval for brown filled box, with ensemble means of individual models for black dots, in the left\r\n - SAM_aer_DJF_1979_2019: multimodel ensemble mean and confidence interval for light blue filled box, with ensemble means of individual models for black dots, in the left\r\n - SAM_stratO3_DJF_1979_2019: multimodel ensemble mean and confidence interval for purple filled box, with ensemble means of individual models for black dots, in the left\r\n - SAM_nat_DJF_1979_2019: multimodel ensemble mean and confidence interval for green filled box, with ensemble means of individual models for black dots, in the left\r\n - SAM_obs_JJA_1979_2019: grey horizontal lines in the right\r\n -->ERA5: obs_dataset = 0\\n\r\n -->JRA-55: obs_dataset = 1\\n\r\n - SAM_piControl_JJA_41yrs: multimodel ensemble mean and percentiles for blue open box-whisker in the right\r\n - SAM_hist_JJA_1979_2019: multimodel ensemble mean and percentiles for red open box-whisker in the right, and multimodel ensemble mean and confidence interval for red filled box, with ensemble means of individual models for black dots, in the right\r\n - SAM_GHG_JJA_1979_2019: multimodel ensemble mean and confidence interval for brown filled box, with ensemble means of individual models for black dots, in the right\r\n - SAM_aer_JJA_1979_2019: multimodel ensemble mean and confidence interval for light blue filled box, with ensemble means of individual models for black dots, in the right\r\n - SAM_stratO3_JJA_1979_2019: multimodel ensemble mean and confidence interval for purple filled box, with ensemble means of individual models for black dots, in the right\r\n - SAM_nat_JJA_1979_2019: multimodel ensemble mean and confidence interval for green filled box, with ensemble means of individual models for black dots, in the right\r\n \r\n Panel c:\r\n - SAM_obs_DJF_2000_2019: grey horizontal lines in the left\r\n -->ERA5: obs_dataset = 0\\n\r\n -->JRA-55: obs_dataset = 1\\n\r\n - SAM_piControl_DJF_20yrs: multimodel ensemble mean and percentiles for blue open box-whisker in the left\r\n - SAM_hist_DJF_2000_2019: multimodel ensemble mean and percentiles for red open box-whisker in the left, and multimodel ensemble mean and confidence interval for red filled box, with ensemble means of individual models for black dots, in the left\r\n - SAM_GHG_DJF_2000_2019: multimodel ensemble mean and confidence interval for brown filled box, with ensemble means of individual models for black dots, in the left\r\n - SAM_aer_DJF_2000_2019: multimodel ensemble mean and confidence interval for light blue filled box, with ensemble means of individual models for black dots, in the left\r\n - SAM_stratO3_DJF_2000_2019: multimodel ensemble mean and confidence interval for purple filled box, with ensemble means of individual models for black dots, in the left\r\n - SAM_nat_DJF_2000_2019: multimodel ensemble mean and confidence interval for green filled box, with ensemble means of individual models for black dots, in the left\r\n - SAM_obs_JJA_2000_2019: grey horizontal lines in the right\r\n -->ERA5: obs_dataset = 0\\n\r\n -->JRA-55: obs_dataset = 1\\n\r\n - SAM_piControl_JJA_20yrs: multimodel ensemble mean and percentiles for blue open box-whisker in the right\r\n - SAM_hist_JJA_2000_2019: multimodel ensemble mean and percentiles for red open box-whisker in the right, and multimodel ensemble mean and confidence interval for red filled box, with ensemble means of individual models for black dots, in the right\r\n - SAM_GHG_JJA_2000_2019: multimodel ensemble mean and confidence interval for brown filled box, with ensemble means of individual models for black dots, in the right\r\n - SAM_aer_JJA_2000_2019: multimodel ensemble mean and confidence interval for light blue filled box, with ensemble means of individual models for black dots, in the right\r\n - SAM_stratO3_JJA_2000_2019: multimodel ensemble mean and confidence interval for purple filled box, with ensemble means of individual models for black dots, in the right\r\n - SAM_nat_JJA_2000_2019: multimodel ensemble mean and confidence interval for green filled box, with ensemble means of individual models for black dots, in the right\r\n\r\n---------------------------------------------------\r\n Notes on reproducing the figure from the provided data\r\n ---------------------------------------------------\r\nMultimodel ensemble means, interquartile ranges and 5th and 95th percentiles of historical and hist-* simulations are calculated after weighting individual members with the inverse of the ensemble size of the same model. The weight is given as the weight attribute of each variable. The weighting is not applied to piControl simulations.\r\n\r\nFilled boxes and black dots are evaluated based on the models with minimum 3 ensemble members. ensemble_assign attribute in each variable provides the model number to which each ensemble member belongs. For the confidence interval, first the ensemble average of individual models (with minimum 3 ensemble members) are calculated and then the confidence interval is evaluated based on t statistic.\r\n\r\n---------------------------------------------------\r\n Sources of additional information\r\n ---------------------------------------------------\r\n The following weblinks are provided in the Related Documents section of this catalogue record:\r\n - Link to the report component containing the figure (Chapter 3)\r\n - Link to the Supplementary Material for Chapter 3, which contains supporting information on the figure in Section and details on the input data used in Table 3.SM.1\r\n - Link to the code for the figure, archived on Zenodo\r\n - Link to the figure on the IPCC AR6 website", "keywords": "IPCC-DDC, IPCC, AR6, WG1, WGI, Sixth Assessment Report, Working Group I, Physical Science Basis, Chapter 3, Human influence, large-scale indicators, Natural variability, anthropogenically-forced change, observed changes, Figure 3.17, Global monsoon domain, monsoon precipitation, monsoon circulation, global land monsoon precipitation, Northern Hemisphere summer monsoon circulation index, CMIP5, CMIP6, AMIP, Figure 3.34, Annular Modes, NAM, SAM, modes of variability, CMIP6, DAMIP, detection and attribution", "publicationState": "citable", "dataPublishedTime": "2022-05-09T17:30:32", "doiPublishedTime": "2023-02-08T19:22:45.065870", "updateFrequency": "notPlanned", "status": "completed", "result_field": { "ob_id": "https://api.catalogue.ceda.ac.uk/api/v2/observations/37615/?format=api", "dataPath": "/badc/ar6_wg1/data/ch_03/ch3_fig34/v20220404", "oldDataPath": [], "storageLocation": "internal", "storageStatus": "online", "volume": 53398, "numberOfFiles": 4, "fileFormat": "txt, netCDF" }, "timePeriod": "https://api.catalogue.ceda.ac.uk/api/v2/times/9579/?format=api", "geographicExtent": "https://api.catalogue.ceda.ac.uk/api/v2/bboxes/529/?format=api", 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These are available at the following frequency: Amon. The runs included the ensemble member: r1i1p1f1.\n\nCMIP6 was a global climate model intercomparison project, coordinated by PCMDI (Program For Climate Model Diagnosis and Intercomparison) on behalf of the WCRP and provided input for the Intergovernmental Panel on Climate Change (IPCC) 6th Assessment Report (AR6).\n\nThe official CMIP6 Citation, and its associated DOI, is provided as an online resource linked to this record.", "keywords": "CMIP6, WCRP, climate change, CAMS, CAMS-CSM1-0, highresSST-present, Amon", "publicationState": "published", "dataPublishedTime": "2022-01-05T16:51:24.849676", "doiPublishedTime": null, "updateFrequency": "asNeeded", "status": "ongoing", "result_field": { "ob_id": "https://api.catalogue.ceda.ac.uk/api/v2/observations/34581/?format=api", "dataPath": "/badc/cmip6/data/CMIP6/HighResMIP/CAMS/CAMS-CSM1-0/highresSST-present", "oldDataPath": [], "storageLocation": "internal", "storageStatus": "online", "volume": 920186038, "numberOfFiles": 2, "fileFormat": "Data are netCDF formatted." }, "timePeriod": "https://api.catalogue.ceda.ac.uk/api/v2/times/9585/?format=api", "geographicExtent": "https://api.catalogue.ceda.ac.uk/api/v2/bboxes/529/?format=api", "nonGeographicFlag": false, "phenomena": [ "https://api.catalogue.ceda.ac.uk/api/v2/phenomona/6021/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/phenomona/6022/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/phenomona/6023/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/phenomona/50415/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/phenomona/50417/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/phenomona/50468/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/phenomona/60438/?format=api" ], "dataLineage": "Data were produced and verified by Chinese Academy of Meteorological Sciences (CAMS) scientists before publication via the Earth Systems Grid Federation (ESGF) and a copy obtained by the Centre for Environmental Data Analysis (CEDA).", "removedDataTime": null, "removedDataReason": "", "language": "English", "identifier_set": [], "projects": [ "https://api.catalogue.ceda.ac.uk/api/v2/projects/34579/?format=api" ], "observationcollection_set": [ "https://api.catalogue.ceda.ac.uk/api/v2/observationcollections/34582/?format=api" ], "responsiblepartyinfo_set": [ "https://api.catalogue.ceda.ac.uk/api/v2/rpis/164087/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/164080/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/164081/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/164082/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/164083/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/164084/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/164079/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/164086/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/164085/?format=api" ], "procedureAcquisition": null, "procedureCompositeProcess": null, "procedureComputation": "https://api.catalogue.ceda.ac.uk/api/v2/computations/34583/?format=api", "permissions": [ { "ob_id": "https://api.catalogue.ceda.ac.uk/api/v2/observations/2520/?format=api", "useLimitation": null, "accessConstraints": null, "accessCategory": "public", "accessRoles": null, "label": "public: None group", "licenceURL": "https://artefacts.ceda.ac.uk/licences/specific_licences/CMIP6_Terms_of_Use.pdf", "licenceClassifications": "" } ], "discoveryKeywords": [ { "ob_id": 1138, "name": "NDGO0003" } ] }, { "ob_id": 34584, "uuid": "4e80c4a2933344259a3f423715771952", "title": "Chapter 3 of the Working Group I Contribution to the IPCC Sixth Assessment Report - data for Figure 3.16 (v20220105)", "abstract": "Data for Figure 3.16 from Chapter 3 of the Working Group I (WGI) Contribution to the Intergovernmental Panel on Climate Change (IPCC) Sixth Assessment Report (AR6).\r\n\r\n\r\nFigure 3.16 shows observed and simulated changes in Hadley cell extent and Walker circulation strength.\r\n\r\n\r\n---------------------------------------------------\r\n How to cite this dataset\r\n ---------------------------------------------------\r\n When citing this dataset, please include both the data citation below (under 'Citable as') and the following citation for the report component from which the figure originates:\r\nEyring, V., N.P. Gillett, K.M. Achuta Rao, R. Barimalala, M. Barreiro Parrillo, N. Bellouin, C. Cassou, P.J. Durack, Y. Kosaka, S. McGregor, S. Min, O. Morgenstern, and Y. Sun, 2021: Human Influence on the Climate System. In Climate Change 2021: The Physical Science Basis. Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change [Masson-Delmotte, V., P. Zhai, A. Pirani, S.L. Connors, C. Péan, S. Berger, N. Caud, Y. Chen, L. Goldfarb, M.I. Gomis, M. Huang, K. Leitzell, E. Lonnoy, J.B.R. Matthews, T.K. Maycock, T. Waterfield, O. Yelekçi, R. Yu, and B. Zhou (eds.)]. Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, pp. 423–552, doi:10.1017/9781009157896.005.\r\n \r\n---------------------------------------------------\r\n Figure subpanels\r\n ---------------------------------------------------\r\n The figure has six panels, with data provided for all panels in subdirectories named panel_a, panel_b, panel_c, panel_d, panel_e and panel_f.\r\n\r\n---------------------------------------------------\r\n List of data provided\r\n ---------------------------------------------------\r\n This dataset contains:\r\n \r\n - Modelled and observed trends of the Northern Hemisphere annual-mean subtropical edge latitude of the Hadley cell for 1980-2014\r\n - Modelled and observed trends of the Southern Hemisphere annual-mean subtropical edge latitude of the Hadley cell for 1980-2014\r\n - Modelled and observed trends of the Southern Hemisphere December-January-February subtropical edge latitude of the Hadley cell for 1981-2000\r\n - Modelled and observed trends of the annual-mean Walker circulation strength for 1901-2010\r\n - Modelled and observed trends of the annual-mean Walker circulation strength for 1951-2010\r\n - Modelled and observed trends of the annual-mean Walker circulation strength for 1980-2014\r\n\r\n---------------------------------------------------\r\n Data provided in relation to figure\r\n ---------------------------------------------------\r\n Panel a:\r\n - lat in panel_a/NHedge_ANN_1980-2014_ERA-Interim.nc; black dotted line\r\n - lat in panel_a/NHedge_ANN_1980-2014_ERA5.nc; black solid line\r\n - lat in panel_a/NHedge_ANN_1980-2014_JRA-55.nc; black dash-dotted line\r\n - lat in panel_a/NHedge_ANN_1980-2014_MERRA2.nc; black dashed line\r\n - lat in panel_a/NHedge_ANN_1980-2014_cmip5hist.nc; multimodel ensemble mean and percentiles for red open box-whisker\r\n - lat in panel_a/NHedge_ANN_1980-2014_cmip6GHG.nc; multimodel ensemble mean and confidence interval for brown filled box, with ensemble means of individual models for black dots\r\n - lat in panel_a/NHedge_ANN_1980-2014_cmip6aer.nc; multimodel ensemble mean and confidence interval for light blue filled box, with ensemble means of individual models for black dots\r\n - lat in panel_a/NHedge_ANN_1980-2014_cmip6amip.nc; multimodel ensemble mean and percentiles for orange open box-whisker\r\n - lat in panel_a/NHedge_ANN_1980-2014_cmip6hist.nc; multimodel ensemble mean and percentiles for red open box-whisker, and multimodel ensemble mean and confidence interval for red filled box, with ensemble means of individual models for black dots\r\n - lat in panel_a/NHedge_ANN_1980-2014_cmip6nat.nc; multimodel ensemble mean and confidence interval for green filled box, with ensemble means of individual models for black dots\r\n - lat in panel_a/NHedge_ANN_1980-2014_cmip6stratO3.nc; multimodel ensemble mean and confidence interval for purple filled box, with ensemble means of individual models for black dots\r\n - lat in panel_a/NHedge_ANN_35yrs_cmip6pi.nc; multimodel ensemble mean and percentiles for blue open box-whisker\r\n \r\n Panel b: As Panel a, but with\r\n - lat in panel_b/SHedge_ANN_1980-2014_ERA-Interim.nc\r\n - lat in panel_b/SHedge_ANN_1980-2014_ERA5.nc\r\n - lat in panel_b/SHedge_ANN_1980-2014_JRA-55.nc\r\n - lat in panel_b/SHedge_ANN_1980-2014_MERRA2.nc\r\n - lat in panel_b/SHedge_ANN_1980-2014_cmip5hist.nc\r\n - lat in panel_b/SHedge_ANN_1980-2014_cmip6GHG.nc\r\n - lat in panel_b/SHedge_ANN_1980-2014_cmip6aer.nc\r\n - lat in panel_b/SHedge_ANN_1980-2014_cmip6amip.nc\r\n - lat in panel_b/SHedge_ANN_1980-2014_cmip6hist.nc\r\n - lat in panel_b/SHedge_ANN_1980-2014_cmip6nat.nc\r\n - lat in panel_b/SHedge_ANN_1980-2014_cmip6stratO3.nc\r\n - lat in panel_b/SHedge_ANN_35yrs_cmip6pi.nc\r\n \r\n Panel c: As Panel a, but with\r\n - lat in panel_c/SHedge_DJF_1981-2000_ERA-Interim.nc; ERA-Interim\r\n - lat in panel_c/SHedge_DJF_1981-2000_ERA5.nc; ERA5\r\n - lat in panel_c/SHedge_DJF_1981-2000_JRA-55.nc; JRA-55\r\n - lat in panel_c/SHedge_DJF_1981-2000_MERRA2.ncl MERRA2\r\n - lat in panel_c/SHedge_DJF_1981-2000_cmip5hist.nc; CMIP5 historical-RCP4.5\r\n - lat in panel_c/SHedge_DJF_1981-2000_cmip6GHG.nc; CMIP6 hist-GHG\r\n - lat in panel_c/SHedge_DJF_1981-2000_cmip6aer.nc; CMIP6 hist-aer\r\n - lat in panel_c/SHedge_DJF_1981-2000_cmip6amip.nc; CMIP6 AMIP\r\n - lat in panel_c/SHedge_DJF_1981-2000_cmip6hist.nc; CMIP6 historical\r\n - lat in panel_c/SHedge_DJF_1981-2000_cmip6nat.nc; CMIP6 hist-nat\r\n - lat in panel_c/SHedge_DJF_1981-2000_cmip6stratO3.nc; CMIP6 hist-stratO3\r\n - lat in panel_c/SHedge_DJF_20yrs_cmip6pi.nc; CMIP6 piControl\r\n \r\n Panel d:\r\n - dslp in panel_d/WalkerStrength_ANN_1901-2010_20CRv3.nc; max-min range for grey diagonal hatching\r\n - dslp in panel_d/WalkerStrength_ANN_1901-2010_CERA-20C.nc; max-min range for grey vertical hatching\r\n - dslp in panel_d/WalkerStrength_ANN_1901-2010_ERA-20C.nc; grey dashed line\r\n - dslp in panel_d/WalkerStrength_ANN_1901-2010_HadSLP2.nc; grey solid line\r\n - dslp in panel_d/WalkerStrength_ANN_1901-2010_cmip5hist.nc; multimodel ensemble mean and percentiles for red open box-whisker\r\n - dslp in panel_d/WalkerStrength_ANN_1901-2010_cmip6GHG.nc; multimodel ensemble mean and confidence interval for brown filled box, with ensemble means of individual models for black dots\r\n - dslp in panel_d/WalkerStrength_ANN_1901-2010_cmip6aer.nc; multimodel ensemble mean and confidence interval for light blue filled box, with ensemble means of individual models for black dots\r\n - dslp in panel_d/WalkerStrength_ANN_1901-2010_cmip6amip-hist.nc; multimodel ensemble mean and percentiles for orange open box-whisker\r\n - dslp in panel_d/WalkerStrength_ANN_1901-2010_cmip6hist.nc; multimodel ensemble mean and percentiles for red open box-whisker, and multimodel ensemble mean and confidence interval for red filled box, with ensemble means of individual models for black dots\r\n - dslp in panel_d/WalkerStrength_ANN_1901-2010_cmip6nat.nc; multimodel ensemble mean and confidence interval for green filled box, with ensemble means of individual models for black dots\r\n - dslp in panel_d/WalkerStrength_ANN_1901-2010_cmip6stratO3.nc; multimodel ensemble mean and confidence interval for purple filled box, with ensemble means of individual models for black dots\r\n - dslp in panel_d/WalkerStrength_ANN_110yrs_cmip6pi.nc; multimodel ensemble mean and percentiles for blue open box-whisker\r\n \r\n Panel e: As Panel d, but with\r\n - dslp in panel_e/WalkerStrength_ANN_1951-2010_20CRv3.nc\r\n - dslp in panel_e/WalkerStrength_ANN_1951-2010_CERA-20C.nc\r\n - dslp in panel_e/WalkerStrength_ANN_1951-2010_ERA-20C.nc\r\n - dslp in panel_e/WalkerStrength_ANN_1951-2010_HadSLP2.nc\r\n - dslp in panel_e/WalkerStrength_ANN_1951-2010_cmip5hist.nc\r\n - dslp in panel_e/WalkerStrength_ANN_1951-2010_cmip6GHG.nc\r\n - dslp in panel_e/WalkerStrength_ANN_1951-2010_cmip6aer.nc\r\n - dslp in panel_e/WalkerStrength_ANN_1951-2010_cmip6amip-hist.nc\r\n - dslp in panel_e/WalkerStrength_ANN_1951-2010_cmip6hist.nc\r\n - dslp in panel_e/WalkerStrength_ANN_1951-2010_cmip6nat.nc\r\n - dslp in panel_e/WalkerStrength_ANN_1951-2010_cmip6stratO3.nc\r\n - dslp in panel_e/WalkerStrength_ANN_60yrs_cmip6pi.nc\r\n \r\n Panel f: As Panel d, but with\r\n - dslp in panel_f/WalkerStrength_ANN_1980-2014_20CRv3.nc\r\n - dslp in panel_f/WalkerStrength_ANN_1980-2014_ERA-Interim.nc; black dotted line\r\n - dslp in panel_f/WalkerStrength_ANN_1980-2014_ERA5.nc; black solid line\r\n - dslp in panel_f/WalkerStrength_ANN_1980-2014_JRA-55.nc; black dashed-dotted line\r\n - dslp in panel_f/WalkerStrength_ANN_1980-2014_MERRA2.nc; black dashed line\r\n - dslp in panel_f/WalkerStrength_ANN_1980-2014_cmip5hist.nc\r\n - dslp in panel_f/WalkerStrength_ANN_1980-2014_cmip6GHG.nc\r\n - dslp in panel_f/WalkerStrength_ANN_1980-2014_cmip6aer.nc\r\n - dslp in panel_f/WalkerStrength_ANN_1980-2014_cmip6amip-hist.nc\r\n - dslp in panel_f/WalkerStrength_ANN_1980-2014_cmip6hist.nc\r\n - dslp in panel_f/WalkerStrength_ANN_1980-2014_cmip6nat.nc\r\n - dslp in panel_f/WalkerStrength_ANN_1980-2014_cmip6stratO3.nc\r\n - dslp in panel_f/WalkerStrength_ANN_35yrs_cmip6pi.nc\r\n\r\nAcroynms: \r\nAnn - Annual GHG - Greenhouse gas, aer - aerosol, CMIP - Coupled Model Intercomparison Project, 20CRv3 - NOAA-CIRES-DOE Twentieth Century Reanalysis (V3), CERA-20C - Coupled climate reanalyses of the 20th century, HadSLP2 - Hadley Centre Sea Level Pressure dataset (HadSLP2), AMIP - Atmospheric Model Intercomparison Project (AMIP), JRA - The Japanese 55-year Reanalysis (JRA-55), MERRA-2 - Global Modeling and Assimilation Office - NASA.\r\n\r\n---------------------------------------------------\r\n Notes on reproducing the figure from the provided data\r\n ---------------------------------------------------\r\n Ensemble mean, interquartile ranges and 5th and 95th percentiles are calculated after weighting individual members with the inverse of the ensemble size of the same model, i.e. the inverse of the numbers given as the esize attribute in each variable.\r\n \r\nSuppose X(i) is the array of lat, and w(i) is the corresponding weight.\r\n\r\n- Mean should be suｍ_i(X(i) * w(i)) / sum_i(w(i))\r\n- For percentile values, \r\n 1. Sort X and w so that X is in the ascending order\r\n 2. Accumulate w until i = j so that accumulated(w)/sum_i(w(i)) equals or exceeds the specified percentile level (e.g. 0.05)\r\n 3. Use X(j) or (X(j) + X(j - 1))/2 as the percentile value\r\n- Finally, multiply by 10 all numbers for unit conversion.\r\n \r\nFilled boxes and black dots are evaluated based on the models with minimum 3 ensemble members. Model ID of each ensemble member is given as the model_id attribute in each variable. For the confidence interval, first the ensemble average of individual models (with minimum 3 ensemble members) are calculated and then the confidence interval is evaluated based on t statistic.\r\n\r\n---------------------------------------------------\r\n Sources of additional information\r\n ---------------------------------------------------\r\n The following weblinks are provided in the Related Documents section of this catalogue record:\r\n - Link to the report component containing the figure (Chapter 3)\r\n - Link to the Supplementary Material for Chapter 3, which contains details on the input data used in Table 3.SM.1\r\n - Link to the code for the figure, archived on Zenodo", "keywords": "IPCC-DDC, IPCC, AR6, WG1, WGI, Sixth Assessment Report, Working Group I, Physical Science Basis, Chapter 3, Figure 3.16, Human influence, large-scale indicators, Natural variability, anthropogenically-forced change, observed changes, Figure 3.17, Global monsoon domain, monsoon precipitation, monsoon circulation, global land monsoon precipitation, Northern Hemisphere summer monsoon circulation index, CMIP5, CMIP6, AMIP, Hadley cell extent, Walker circulation strength, CMIP5, CMIP6, DAMIP", "publicationState": "citable", "dataPublishedTime": "2022-03-11T13:37:02", "doiPublishedTime": "2023-02-08T18:00:11.116602", "updateFrequency": "notPlanned", "status": "completed", "result_field": { "ob_id": "https://api.catalogue.ceda.ac.uk/api/v2/observations/36810/?format=api", "dataPath": "/badc/ar6_wg1/data/ch_03/ch3_fig16/v20220105", "oldDataPath": [], "storageLocation": "internal", "storageStatus": "online", "volume": 150391, "numberOfFiles": 25, "fileFormat": "NetCDF" }, "timePeriod": "https://api.catalogue.ceda.ac.uk/api/v2/times/9586/?format=api", "geographicExtent": "https://api.catalogue.ceda.ac.uk/api/v2/bboxes/529/?format=api", "nonGeographicFlag": false, "phenomena": [ "https://api.catalogue.ceda.ac.uk/api/v2/phenomona/60501/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/phenomona/60502/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/phenomona/60503/?format=api" ], "dataLineage": "Data produced by Intergovernmental Panel on Climate Change (IPCC) authors and supplied for archiving at the Centre for Environmental Data Analysis (CEDA) by the Technical Support Unit (TSU) for IPCC Working Group I (WGI).\r\n Data curated on behalf of the IPCC Data Distribution Centre (IPCC-DDC).", "removedDataTime": null, "removedDataReason": "", "language": "English", "identifier_set": [ "https://api.catalogue.ceda.ac.uk/api/v2/identifiers/12362/?format=api" ], "projects": [ "https://api.catalogue.ceda.ac.uk/api/v2/projects/32705/?format=api" ], "observationcollection_set": [ "https://api.catalogue.ceda.ac.uk/api/v2/observationcollections/32718/?format=api" ], "responsiblepartyinfo_set": [ "https://api.catalogue.ceda.ac.uk/api/v2/rpis/164108/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/164103/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/164104/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/164105/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/164106/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/164107/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/164109/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/164102/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/164110/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/164111/?format=api" ], "procedureAcquisition": null, "procedureCompositeProcess": null, "procedureComputation": "https://api.catalogue.ceda.ac.uk/api/v2/computations/34587/?format=api", "permissions": [ { "ob_id": "https://api.catalogue.ceda.ac.uk/api/v2/observations/2528/?format=api", "useLimitation": null, "accessConstraints": null, "accessCategory": "public", "accessRoles": null, "label": "public: None group", "licenceURL": "http://creativecommons.org/licenses/by/4.0/", "licenceClassifications": "any" } ], "discoveryKeywords": [ { "ob_id": 1138, "name": "NDGO0003" } ] }, { "ob_id": 34591, "uuid": "e1ff6e07cd624c59a7e7983ce60add44", "title": "Summary for Policymakers of the Working Group I Contribution to the IPCC Sixth Assessment Report - data for Figure SPM.9 (v20220105)", "abstract": "Data for Figure SPM.9 from the Summary for Policymakers (SPM) of the Working Group I (WGI) Contribution to the Intergovernmental Panel on Climate Change (IPCC) Sixth Assessment Report (AR6).\r\n\r\n\r\nFigure SPM.9 provides a synthesis of the number of AR6 WGI reference regions where climatic impact-drivers are projected to change.\r\n\r\n\r\n---------------------------------------------------\r\n How to cite this dataset\r\n ---------------------------------------------------\r\n When citing this dataset, please include both the data citation below (under 'Citable as') and the following citation for the report component from which the figure originates:\r\n\r\nIPCC, 2021: Summary for Policymakers. In: Climate Change 2021: The Physical Science Basis. Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change [Masson-Delmotte, V., P. Zhai, A. Pirani, S.L. Connors, C. Péan, S. Berger, N. Caud, Y. Chen, L. Goldfarb, M.I. Gomis, M. Huang, K. Leitzell, E. Lonnoy, J.B.R. Matthews, T.K. Maycock, T. Waterfield, O. Yelekçi, R. Yu, and B. Zhou (eds.)]. Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, pp. 3−32, doi:10.1017/9781009157896.001.\r\n\r\n\r\n---------------------------------------------------\r\nTemporal range\r\n---------------------------------------------------\r\n\r\nNumber of land & coastal regions and open-ocean regions where each Climatic Impact-Drivers (CID) is projected to increase or decrease with high confidence or medium confidence. Changes refer to a 20–30 year period centred around 2050 and/or consistent with 2°C global warming compared to a similar period within 1960-2014, except for hydrological drought and agricultural and ecological drought which is compared to 1850-1900. \r\n\r\n---------------------------------------------------\r\n Figure subpanels\r\n ---------------------------------------------------\r\n The figure has two panels, with data provided for all panels in a single file named consolidated_data_figure_SPM9.csv\r\n\r\n\r\n---------------------------------------------------\r\n List of data provided\r\n ---------------------------------------------------\r\nThis dataset contains the number of AR6 WGI regions where climatic impact-drivers are projected to change if a global warming level of 2°C is reached compared to a climatological reference period included within 1960-2014.\r\n\r\n---------------------------------------------------\r\n Data provided in relation to figure\r\n ---------------------------------------------------\r\nData file: consolidated_data_figure_SPM.9.csv (count of regions with increasing or decreasing changes in climatic impact-drivers); relates to panel (a) and panel (b) and it's shown by the bars in the figure. The first row of data relates to the darker purple bars, the second row to the lighter purple bars, the third row to the lighter brown bars and the fourth row to the darker brown bars. Row 5 represents the maximum number of regions for which each climatic impact-driver is relevant. It is shown on the figure as the lighter-shaded ‘envelope’.\r\n\r\n---------------------------------------------------\r\n Sources of additional information\r\n ---------------------------------------------------\r\n The following weblinks are provided in the Related Documents section of this catalogue record:\r\n\r\n - Link to origin of figure (IPCC WG1 Summary for Policy Makers)\r\n - Link to the report webpage, which includes the report component containing the figure (Summary for Policymakers)\r\n - Link to the Interactive Atlas webpage\r\n - Link to the figure on the IPCC AR6 website", "keywords": "IPCC-DDC, IPCC, AR6, WG1, WGI, SPM, Sixth Assessment Report, Working Group I, Physical Science Basis, Summary for Policymakers, Figure SPM.9, climatic impact-drivers, projection, AR6 regions", "publicationState": "citable", "dataPublishedTime": "2023-02-22T12:25:08", "doiPublishedTime": "2023-07-03T12:21:53.313318", "updateFrequency": "notPlanned", "status": "completed", "result_field": { "ob_id": "https://api.catalogue.ceda.ac.uk/api/v2/observations/34592/?format=api", "dataPath": "/badc/ar6_wg1/data/spm/spm_09/v20220105", "oldDataPath": [], "storageLocation": "internal", "storageStatus": "online", "volume": 6562, "numberOfFiles": 4, "fileFormat": "Data are netCDF formatted." }, "timePeriod": null, "geographicExtent": "https://api.catalogue.ceda.ac.uk/api/v2/bboxes/529/?format=api", "nonGeographicFlag": false, "phenomena": [], "dataLineage": "Data produced by Intergovernmental Panel on Climate Change (IPCC) authors and supplied for archiving at the Centre for Environmental Data Analysis (CEDA) by the Technical Support Unit (TSU) for IPCC Working Group I (WGI).\r\nData curated on behalf of the IPCC Data Distribution Centre (IPCC-DDC).", "removedDataTime": null, "removedDataReason": "", "language": "English", "identifier_set": [ "https://api.catalogue.ceda.ac.uk/api/v2/identifiers/12564/?format=api" ], "projects": [ "https://api.catalogue.ceda.ac.uk/api/v2/projects/32705/?format=api" ], "observationcollection_set": [ "https://api.catalogue.ceda.ac.uk/api/v2/observationcollections/32729/?format=api" ], "responsiblepartyinfo_set": [ "https://api.catalogue.ceda.ac.uk/api/v2/rpis/164126/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/164127/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/164128/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/164129/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/164130/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/164131/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/164132/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/164133/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/164134/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/164135/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/164136/?format=api" ], "procedureAcquisition": null, "procedureCompositeProcess": null, "procedureComputation": "https://api.catalogue.ceda.ac.uk/api/v2/computations/32915/?format=api", "permissions": [ { "ob_id": "https://api.catalogue.ceda.ac.uk/api/v2/observations/2528/?format=api", "useLimitation": null, "accessConstraints": null, "accessCategory": "public", "accessRoles": null, "label": "public: None group", "licenceURL": "http://creativecommons.org/licenses/by/4.0/", "licenceClassifications": "any" } ], "discoveryKeywords": [] }, { "ob_id": 34596, "uuid": "44864a906fb14075bf81db6f0bf068e7", "title": "Chapter 2 of the Working Group I Contribution to the IPCC Sixth Assessment Report - data for CCB 2.3, Figure 1 (v20221115)", "abstract": "Data for CCB 2.3, Figure 1 from Chapter 2 of the Working Group I (WGI) Contribution to the Intergovernmental Panel on Climate Change (IPCC) Sixth Assessment Report (AR6).\r\n\r\n\r\nThis figure shows changes in the assessment of observed global surface temperature between AR5 and AR6.\r\n\r\n\r\n---------------------------------------------------\r\n How to cite this dataset\r\n ---------------------------------------------------\r\n When citing this dataset, please include both the data citation below (under 'Citable as') and the following citation for the report component from which the figure originates:\r\nGulev, S.K., P.W. Thorne, J. Ahn, F.J. Dentener, C.M. Domingues, S. Gerland, D. Gong, D.S. Kaufman, H.C. Nnamchi, J. Quaas, J.A. Rivera, S. Sathyendranath, S.L. Smith, B. Trewin, K. von Schuckmann, and R.S. Vose, 2021: Changing State of the Climate System. In Climate Change 2021: The Physical Science Basis. Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change[Masson-Delmotte, V., P. Zhai, A. Pirani, S.L. Connors, C. Péan, S. Berger, N. Caud, Y. Chen, L. Goldfarb, M.I. Gomis, M. Huang, K. Leitzell, E. Lonnoy, J.B.R. Matthews, T.K. Maycock, T. Waterfield, O. Yelekçi, R. Yu, and B. Zhou (eds.)]. Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, pp. 287–422, doi:10.1017/9781009157896.004.\r\n\r\n\r\n---------------------------------------------------\r\n Figure subpanels\r\n ---------------------------------------------------\r\n The figure has two panels with data provided for all panels.\r\n\r\n\r\n---------------------------------------------------\r\n List of data provided\r\n ---------------------------------------------------\r\n - The upper panel provides a graphical summary of the text in CCB2.3 which describes how the assessment of observed global surface temperature change has changed between AR5 and AR6.\r\n - The lower panel shows observed global mean surface temperature from 1850 to the latest date available, as assessed in AR5 (finishes 2012) and AR6 (finishes 2020).\r\n\r\n\r\n---------------------------------------------------\r\n Data provided in relation to figure\r\n ---------------------------------------------------\r\n Upper panel: \r\n \r\n - Data file: CCB_2_3_upper_panel_data_file.csv, column 2: Lower bound\r\n - Data file: CCB_2_3_upper_panel_data_file.csv, column 3: Central estimate\r\n - Data file: CCB_2_3_upper_panel_data_file.csv, column 4: Upper bound\r\n\r\n\r\nLower panel: \r\n \r\n - Data file: CCB_2_3_lower_panel_data_file.csv, column 2: blue line\r\n - Data file: CCB_2_3_lower_panel_data_file.csv, column 3: orange line (1880-2012)\r\n - Data file: CCB_2_3_lower_panel_data_file.csv, column 4: dotted blue line\r\n - Data file: CCB_2_3_lower_panel_data_file.csv, column 5: faint orange line (1850-1880)\r\n\r\n\r\n---------------------------------------------------\r\n Sources of additional information\r\n ---------------------------------------------------\r\n The following weblinks are provided in the Related Documents section of this catalogue record:\r\n - Link to the figure on the IPCC AR6 website\r\n - Link to the report component containing the figure (Chapter 2)\r\n - Link to the Supplementary Material for Chapter 2, which contains details on the input data used in Table 2.SM.1", "keywords": "IPCC-DDC, IPCC, AR6, WG1, WGI, Sixth Assessment Report, Working Group I, Physical Science Basis, Chapter 2, Changing state, Multi-millennial context, pre-industrial, Natural forcing, anthropogenic forcing, Radiative forcing, Large-scale indicators, observed changes, Modes of variability, Figure CCB 2.3, global temperature", "publicationState": "citable", "dataPublishedTime": "2023-05-15T12:35:13", "doiPublishedTime": "2023-07-03T20:28:43", "updateFrequency": "notPlanned", "status": "ongoing", "result_field": { "ob_id": "https://api.catalogue.ceda.ac.uk/api/v2/observations/39193/?format=api", "dataPath": "/badc/ar6_wg1/data/ch_02/ch2_ccb2_3_1/v20221115", "oldDataPath": [], "storageLocation": "internal", "storageStatus": "online", "volume": 79003, "numberOfFiles": 6, "fileFormat": "csv, txt" }, "timePeriod": "https://api.catalogue.ceda.ac.uk/api/v2/times/9589/?format=api", "geographicExtent": "https://api.catalogue.ceda.ac.uk/api/v2/bboxes/529/?format=api", "nonGeographicFlag": false, "phenomena": [], "dataLineage": "Data produced by Intergovernmental Panel on Climate Change (IPCC) authors and supplied for archiving at the Centre for Environmental Data Analysis (CEDA) by the Technical Support Unit (TSU) for IPCC Working Group I (WGI).\r\nData curated on behalf of the IPCC Data Distribution Centre (IPCC-DDC).", "removedDataTime": null, "removedDataReason": "", "language": "English", "identifier_set": [ "https://api.catalogue.ceda.ac.uk/api/v2/identifiers/12622/?format=api" ], "projects": [ "https://api.catalogue.ceda.ac.uk/api/v2/projects/32705/?format=api" ], "observationcollection_set": [ "https://api.catalogue.ceda.ac.uk/api/v2/observationcollections/32717/?format=api" ], "responsiblepartyinfo_set": [ "https://api.catalogue.ceda.ac.uk/api/v2/rpis/164150/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/164151/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/164152/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/164153/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/164154/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/164155/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/164156/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/164157/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/164158/?format=api", "https://api.catalogue.ceda.ac.uk/api/v2/rpis/196265/?format=api" ], "procedureAcquisition": null, "procedureCompositeProcess": null, "procedureComputation": "https://api.catalogue.ceda.ac.uk/api/v2/computations/34598/?format=api", "permissions": [ { "ob_id": "https://api.catalogue.ceda.ac.uk/api/v2/observations/2528/?format=api", "useLimitation": null, "accessConstraints": null, "accessCategory": "public", "accessRoles": null, "label": "public: None group", "licenceURL": "http://creativecommons.org/licenses/by/4.0/", "licenceClassifications": "any" } ], "discoveryKeywords": [] }, { "ob_id": 34599, "uuid": "c6f19b27f8e74e98968c17c8e1f74c60", "title": "Chapter 2 of the Working Group I Contribution to the IPCC Sixth Assessment Report - data for Figure 2.5 (v20221116)", "abstract": "Data for Figure 2.5 from Chapter 2 of the Working Group I (WGI) Contribution to the Intergovernmental Panel on Climate Change (IPCC) Sixth Assessment Report (AR6).\r\n\r\n\r\nFigure 2.5 shows globally-averaged dry-air mole fractions of CO2, CH4, and N2O derived from surface observations.\r\n\r\n\r\n---------------------------------------------------\r\n How to cite this dataset\r\n ---------------------------------------------------\r\n When citing this dataset, please include both the data citation below (under 'Citable as') and the following citation for the report component from which the figure originates:\r\nGulev, S.K., P.W. Thorne, J. Ahn, F.J. Dentener, C.M. Domingues, S. Gerland, D. Gong, D.S. Kaufman, H.C. Nnamchi, J. Quaas, J.A. Rivera, S. Sathyendranath, S.L. Smith, B. Trewin, K. von Schuckmann, and R.S. Vose, 2021: Changing State of the Climate System. In Climate Change 2021: The Physical Science Basis. Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change[Masson-Delmotte, V., P. Zhai, A. Pirani, S.L. Connors, C. Péan, S. Berger, N. Caud, Y. Chen, L. Goldfarb, M.I. Gomis, M. Huang, K. Leitzell, E. Lonnoy, J.B.R. Matthews, T.K. Maycock, T. Waterfield, O. Yelekçi, R. Yu, and B. Zhou (eds.)]. Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, pp. 287–422, doi:10.1017/9781009157896.004.\r\n\r\n\r\n---------------------------------------------------\r\n Figure subpanels\r\n ---------------------------------------------------\r\n The figure has three panels (a, b, c), and each panel contains an insert. Data provided for all panels in one single file (Data_Figure_2_5.csv).\r\n\r\n\r\n---------------------------------------------------\r\n List of data provided\r\n ---------------------------------------------------\r\n This dataset contains time series for:\r\n \r\n - Observed atmospheric global carbon dioxide (CO2) (1958-2019).\r\n - Observed atmospheric global methane (CH4) (1979-2019).\r\n - Observed atmospheric global nitrous oxide (N2O) (1979-2019).\r\n\r\n\r\n---------------------------------------------------\r\n Data provided in relation to figure\r\n ---------------------------------------------------\r\n Panel a:\r\n \r\n - Data file Data_Figure_2_5.csv, column 2, grey line.\r\n - Data file Data_Figure_2_5.csv, column 17, cyan line.\r\n - Data file Data_Figure_2_5.csv, column 29, yellow line.\r\n\r\n\r\nInset panel a:\r\n \r\n - Data file Data_Figure_2_5.csv, column 3, grey line.\r\n - Data file Data_Figure_2_5.csv, column 18, cyan line.\r\n - Data file Data_Figure_2_5.csv, column 30, yellow line.\r\n\r\n\r\nPanel b:\r\n \r\n - Data file Data_Figure_2_5.csv, column 5, grey line.\r\n - Data file Data_Figure_2_5.csv, column 20, cyan line.\r\n - Data file Data_Figure_2_5.csv, column 11, red line.\r\n - Data file Data_Figure_2_5.csv, column 26, green circles.\r\n\r\n\r\nInset panel b:\r\n \r\n - Data file Data_Figure_2_5.csv, column 6, grey line.\r\n - Data file Data_Figure_2_5.csv, column 21, cyan line.\r\n - Data file Data_Figure_2_5.csv, column 12, red line.\r\n - Data file Data_Figure_2_5.csv, column 27, green line.\r\n\r\n\r\nPanel c:\r\n \r\n - Data file Data_Figure_2_5.csv, column 8, grey line.\r\n - Data file Data_Figure_2_5.csv, column 23, cyan line.\r\n - Data file Data_Figure_2_5.csv, column 14, red line.\r\n\r\n\r\nInset panel c:\r\n \r\n - Data file Data_Figure_2_5.csv, column 9, grey line.\r\n - Data file Data_Figure_2_5.csv, column 24, cyan line.\r\n - Data file Data_Figure_2_5.csv, column 15, red line.\r\n\r\n\r\nAcronyms: \r\nNOAA - National Oceanic and Atmospheric Administration\r\nAGAGE - Advanced Global Atmospheric Gases Experiment\r\nCSIRO - 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