├── .gitignore ├── data ├── anthropogenic_warming │ ├── Gillett_GMST_rates.csv │ ├── Assessment-Extrapolation-2025_GMST_headlines.csv │ ├── assessment_6thIPCC_headlines.csv │ ├── Ribes_GMST_rates.csv │ ├── Assessment-Update-2024_GMST_headlines.csv │ ├── Gillett_GMST_timeseries.metadata.yml │ ├── Ribes_GMST_rates.metadata.yml │ ├── Walsh_GMST_rates.metadata.yml │ ├── Ribes_GMST_headlines.metadata.yml │ ├── Ribes_GMST_timeseries.metadata.yml │ ├── Walsh_GMST_headlines.metadata.yml │ ├── Walsh_GMST_timeseries.metadata.yml │ ├── Assessment-Extrapolation-2025_GMST_headlines.metadata.yml │ ├── Gillett_GSAT_headlines.csv │ ├── Gillett_GSAT_headlines.metadata.yml │ ├── Assessment-Update-2024_GMST_headlines.metadata.yml │ ├── assessment_6thIPCC_headlines.metadata.yml │ ├── Gillett_GMST_headlines.csv │ ├── Gillett_GMST_rates.metadata.yml │ ├── Gillett_GMST_headlines.metadata.yml │ ├── Ribes_GMST_headlines.csv │ ├── Walsh_GMST_headlines.csv │ ├── Walsh_GMST_rates.csv │ └── Ribes_GMST_timeseries.csv ├── extreme_temperatures │ ├── txx_decadal_means.csv │ ├── txx_decadal_means.metadata.yml │ ├── txx_timeseries.metadata.yml │ └── txx_timeseries.csv ├── global_mean_temperatures │ ├── annual_averages.metadata.yml │ ├── decadal_averages.metadata.yml │ ├── decadal_averages.csv │ └── annual_averages.csv ├── greenhouse_gas_emissions │ ├── greenhouse_gas_emissions_co2eq.metadata.yml │ └── greehouse_gas_emissions_co2eq.csv ├── sea_level_rise │ ├── IGCC_GMSL_ensemble.metadata.yml │ ├── altimetry_ens.metadata.yml │ ├── altimetry_indiv_estimates.metadata.yml │ ├── AR6_GMSL_altimeter_FGD.metadata.yml │ ├── AR6_GMSL_TG_ensemble_FGD.metadata.yml │ ├── AR6_GMSL_reconstructions_FGD.metadata.yml │ ├── AR6_GMSL_altimeter_FGD.csv │ ├── altimetry_ens.csv │ ├── altimetry_indiv_estimates.csv │ ├── IGCC_GMSL_ensemble.csv │ ├── AR6_GMSL_TG_ensemble_FGD.csv │ └── AR6_GMSL_reconstructions_FGD.csv ├── effective_radiative_forcing │ ├── ERF_best_1750-2024.metadata.yml │ ├── ERF_best_aggregates_1750-2024.metadata.yml │ ├── ERF_p05_aggregates_1750-2024.metadata.yml │ └── ERF_p95_aggregates_1750-2024.metadata.yml ├── earth_energy_imbalance │ ├── earth_energy_imbalance.metadata.yml │ └── earth_energy_imbalance.csv ├── greenhouse_gas_concentrations │ └── ghg_concentrations.metadata.yml └── carbon_budget │ ├── budget_normal_magicc_True_fair_False_esf_7.1pm26.7_likeli_0.6827_nonCO2pc50.0_GtCO2_permaf_False_zecsd_0.0_asym_False_hdT_1.24NonlinNonCO2_all_None_recEm204.csv │ └── budget_normal_magicc_True_fair_True_esf_7.1pm26.7_likeli_0.6827_nonCO2pc50.0_GtCO2_permaf_False_zecsd_0.19_asym_False_hdT_1.24NonlinNonCO2_all_None_recEm204.csv ├── CITATION.cff ├── README.md └── LICENSE /.gitignore: -------------------------------------------------------------------------------- 1 | *.DS_Store 2 | -------------------------------------------------------------------------------- /data/anthropogenic_warming/Gillett_GMST_rates.csv: -------------------------------------------------------------------------------- 1 | time,timebound_lower,timebound_upper,anthropogenic_p05,anthropogenic_p50,anthropogenic_p95 2 | 2015,2010,2020,0.017,0.027,0.038 3 | 2020,2015,2025,0.025,0.042,0.059 4 | -------------------------------------------------------------------------------- /data/anthropogenic_warming/Assessment-Extrapolation-2025_GMST_headlines.csv: -------------------------------------------------------------------------------- 1 | time,timebound_lower,timebound_upper,anthropogenic_p05,anthropogenic_p50,anthropogenic_p95 2 | 2024.5,2024,2025,1.1,1.37,1.8 3 | 2020,2015,2025,1,1.22,1.5 4 | 2025.5,2025,2026,1.1,1.41,1.9 5 | 2021,2016,2026,1,1.26,1.5 6 | -------------------------------------------------------------------------------- /data/extreme_temperatures/txx_decadal_means.csv: -------------------------------------------------------------------------------- 1 | time,timebound_lower,timebound_upper,HadEX3,Berkeley_Earth,ERA5 2 | 2005,2000,2010,1.23,1.18,1.21 3 | 2009,2004,2014,1.32,1.27,1.35 4 | 2010,2005,2015,1.37,1.31,1.4 5 | 2014,2009,2019,1.52,1.41,1.54 6 | 2015,2010,2020,,1.46,1.62 7 | 2016,2011,2021,,1.45,1.63 8 | 2017,2012,2022,,1.5,1.69 9 | 2018,2013,2023,,1.52,1.72 10 | 2019,2014,2024,,1.6,1.81 11 | 2020,2015,2025,,,1.9 12 | -------------------------------------------------------------------------------- /data/anthropogenic_warming/assessment_6thIPCC_headlines.csv: -------------------------------------------------------------------------------- 1 | time,timebound_lower,timebound_upper,total_p05,total_p50,total_p95,anthropogenic_p05,anthropogenic_p50,anthropogenic_p95,ghg_p05,ghg_p50,ghg_p95,natural_p05,natural_p50,natural_p95,other_human_forcing_p05,other_human_forcing_p50,other_human_forcing_p95,internal_variability_p05,internal_variability_p50,internal_variability_p95 2 | 2015,2010,2020,0.88,1.06,1.21,0.8,1.07,1.3,1,1.4,2,-0.1,0.03,0.1,-0.8,-0.32,0,-0.2,0,0.2 3 | 2017.5,2017,2018,,,,0.8,1,1.2,,,,,,,,,,,, -------------------------------------------------------------------------------- /data/global_mean_temperatures/annual_averages.metadata.yml: -------------------------------------------------------------------------------- 1 | # SFM https://github.com/ClimateIndicator/Simple-File-Metadata-Format 2 | file_name: annual_averages.csv 3 | file_type: csv 4 | file_size: 6653 5 | created_date: 2023-04-20 6 | last_modified_date: 2025-05-02 7 | expires_date: 2026-04-30 8 | hash_md5_value: D6807D296EE2A0850041D70C4570563D 9 | code_repository_url: 10 | authors: 11 | - author_name: Blair Trewin 12 | author_email: blair.trewin@bom.gov.au 13 | data_description: Annual mean global mean surface temperatures. Units are anomaly in K since 1850-1900. 14 | data_license: CC-BY-4.0 15 | -------------------------------------------------------------------------------- /data/global_mean_temperatures/decadal_averages.metadata.yml: -------------------------------------------------------------------------------- 1 | # SFM https://github.com/ClimateIndicator/Simple-File-Metadata-Format 2 | file_name: decadal_averages.csv 3 | file_type: csv 4 | file_size: 5766 5 | created_date: 2023-04-20 6 | last_modified_date: 2025-05-02 7 | expires_date: 2025-04-30 8 | hash_md5_value: CC9728B00654C5897782D57F03F62B61 9 | code_repository_url: 10 | authors: 11 | - author_name: Blair Trewin 12 | author_email: blair.trewin@bom.gov.au 13 | data_description: Decadal mean global mean surface temperatures. Units are anomaly in K since 1850-1900. 14 | data_license: CC-BY-4.0 15 | -------------------------------------------------------------------------------- /data/greenhouse_gas_emissions/greenhouse_gas_emissions_co2eq.metadata.yml: -------------------------------------------------------------------------------- 1 | # SFM https://github.com/ClimateIndicator/Simple-File-Metadata-Format 2 | file_name: greenhouse_gas_emissions_co2eq.csv 3 | file_type: csv 4 | file_size: 16673 5 | created_date: 2023-04-21 6 | last_modified_date: 2025-06-10 7 | expires_date: 2026-04-30 8 | hash_md5_value: ea334183f16a3862edbb76eb7214f623 9 | code_repository_url: https://github.com/ClimateIndicator/GHG-Emissions-Assessment 10 | authors: 11 | - author_name: William Lamb 12 | author_email: william.lamb@pik-potsdam.de 13 | data_description: Greenhouse gas emissions expressed as GWP100 (AR6). 14 | data_license: CC-BY-4.0 15 | -------------------------------------------------------------------------------- /data/sea_level_rise/IGCC_GMSL_ensemble.metadata.yml: -------------------------------------------------------------------------------- 1 | # SFM https://github.com/ClimateIndicator/Simple-File-Metadata-Format 2 | file_name: IGCC_GMSL_ensemble_FGD.csv 3 | file_type: csv 4 | file_size: 5339 5 | created_date: 2025-06-07 6 | last_modified_date: 2025-06-25 7 | expires_date: 2026-04-30 8 | hash_md5_value: 841250db17ecc6837777017f54061061 9 | code_repository_url: https://github.com/AimeeSlangen/IGCC24_SL 10 | authors: 11 | - author_name: Matt Palmer 12 | author_email: m.d.palmer@bristol.ac.uk 13 | - author_name: Aimée Slangen 14 | author_email: Aimee.Slangen@nioz.nl 15 | data_description: combined sea level rise estimate relative to 1995-2014 mean. 16 | data_license: CC-BY-4.0 17 | -------------------------------------------------------------------------------- /data/sea_level_rise/altimetry_ens.metadata.yml: -------------------------------------------------------------------------------- 1 | # SFM https://github.com/ClimateIndicator/Simple-File-Metadata-Format 2 | file_name: altimetry_ens.csv 3 | file_type: csv 4 | file_size: 1394 5 | created_date: 2025-06-07 6 | last_modified_date: 2025-06-07 7 | expires_date: 2026-04-30 8 | hash_md5_value: 921bafd52945854428a91957ae7e3e62 9 | code_repository_url: https://github.com/AimeeSlangen/IGCC24_SL 10 | authors: 11 | - author_name: Matt Palmer 12 | author_email: m.d.palmer@bristol.ac.uk 13 | - author_name: Aimée Slangen 14 | author_email: Aimee.Slangen@nioz.nl 15 | data_description: Altimetry ensemble of sea level rise (mean and standard deviation), relative to 1995-2014 mean. 16 | data_license: CC-BY-4.0 17 | -------------------------------------------------------------------------------- /data/anthropogenic_warming/Ribes_GMST_rates.csv: -------------------------------------------------------------------------------- 1 | time,timebound_lower,timebound_upper,natural_p05,natural_p17,natural_p50,natural_p83,natural_p95,ghg_p05,ghg_p17,ghg_p50,ghg_p83,ghg_p95,other_human_forcing_p05,other_human_forcing_p17,other_human_forcing_p50,other_human_forcing_p83,other_human_forcing_p95,total_p05,total_p17,total_p50,total_p83,total_p95,anthropogenic_p05,anthropogenic_p17,anthropogenic_p50,anthropogenic_p83,anthropogenic_p95 2 | 2015,2010,2020,-0.001,0,0,0,0,0.017,0.02,0.024,0.027,0.029,-0.004,-0.001,0.002,0.006,0.008,0.021,0.023,0.026,0.028,0.03,0.021,0.023,0.026,0.029,0.031 3 | 2020,2015,2025,-0.004,-0.004,-0.003,-0.003,-0.002,0.017,0.02,0.024,0.027,0.029,-0.003,0,0.004,0.007,0.009,0.019,0.021,0.024,0.027,0.029,0.022,0.024,0.027,0.03,0.032 4 | -------------------------------------------------------------------------------- /data/anthropogenic_warming/Assessment-Update-2024_GMST_headlines.csv: -------------------------------------------------------------------------------- 1 | time,timebound_lower,timebound_upper,anthropogenic_p05,anthropogenic_p50,anthropogenic_p95,ghg_p05,ghg_p50,ghg_p95,other_human_forcing_p05,other_human_forcing_p50,other_human_forcing_p95,natural_p05,natural_p50,natural_p95,notes 2 | 2015,2010,2020,0.9,1.09,1.3,1,1.4,1.9,-0.8,-0.3,0.1,-0.1,0.05,0.2, 3 | 2020,2015,2025,1,1.22,1.5,1,1.51,2,-0.8,-0.28,0.1,-0.1,0.05,0.2, 4 | 2017.5,2017,2018,0.9,1.15,1.4,1,1.46,1.9,-0.8,-0.29,0.1,-0.1,0.05,0.2, 5 | 2024.5,2024,2025,1.1,1.37,1.8,1.1,1.62,2.1,-0.8,-0.26,0.1,-0.1,0.04,0.2, 6 | 2017.5,2017,2018,0.9,1.13,1.3,1,1.45,1.9,-0.8,-0.31,0.1,-0.1,0.05,0.2,SR15 definition 7 | 2024.5,2024,2025,1.1,1.36,1.7,1.1,1.62,2.1,-0.8,-0.26,0.1,-0.1,0.04,0.2,SR15 definition 8 | -------------------------------------------------------------------------------- /data/anthropogenic_warming/Gillett_GMST_timeseries.metadata.yml: -------------------------------------------------------------------------------- 1 | # SFM https://github.com/ClimateIndicator/Simple-File-Metadata-Format 2 | file_name: Gillett_GMST_timeseries.csv 3 | file_type: csv 4 | file_size: 46444 5 | created_date: 2023-05-01 6 | last_modified_date: 2025-05-02 7 | expires_date: 2026-04-30 8 | hash_md5_value: BEFF8DBEA0D06CAC4CD207E48AFDE29F 9 | code_repository_url: https://github.com/ClimateIndicator/anthropogenic-warming-assessment 10 | authors: 11 | - author_name: Nathan Gillett 12 | author_email: Nathan.Gillett@ec.gc.ca 13 | data_description: Attribution of historical warming by component. 5th, 17th, 50th, 83rd, 95th percentile in each case. CMIP6 DAMIP models HadCRUT5-masked blended mean GMST 14 | data_license: CC-BY-4.0 15 | -------------------------------------------------------------------------------- /data/anthropogenic_warming/Ribes_GMST_rates.metadata.yml: -------------------------------------------------------------------------------- 1 | # SFM https://github.com/ClimateIndicator/Simple-File-Metadata-Format 2 | file_name: Ribes_GMST_rates.csv 3 | file_type: csv 4 | file_size: 718 5 | created_date: 2024-04-24 6 | last_modified_date: 2025-05-02 7 | expires_date: 2026-04-30 8 | hash_md5_value: DA2151F29711E021A5D5377B6EDE8709 9 | code_repository_url: https://github.com/ClimateIndicator/anthropogenic-warming-assessment 10 | authors: 11 | - author_name: Aurélien Ribes 12 | author_email: aurelien.ribes@meteo.fr 13 | data_description: Attribution of historical warming by component. Suffix _p05, _p17, _p50, _p83, _p95 represents 5th, 17th, 50th, 83rd and 95th percentiles of the uncertainty distribution. 14 | data_license: CC-BY-4.0 15 | -------------------------------------------------------------------------------- /data/effective_radiative_forcing/ERF_best_1750-2024.metadata.yml: -------------------------------------------------------------------------------- 1 | # SFM https://github.com/ClimateIndicator/Simple-File-Metadata-Format 2 | file_name: ERF_best_1750-2024.csv 3 | file_type: csv 4 | file_size: 104444 5 | created_date: 2025-04-30 6 | last_modified_date: 2025-06-10 7 | expires_date: 2026-04-30 8 | hash_md5_value: fe859c65e5bd8cebaa2343207e104fa6 9 | code_repository_url: https://github.com/ClimateIndicator/forcing-timeseries 10 | authors: 11 | - author_name: Chris Smith 12 | author_email: c.j.smith1@leeds.ac.uk 13 | data_description: Effective radiative forcing for all anthropogenic and natural components contributing to contemporary climate change. Data are annual mean best estimate values reported in W m-2. 14 | data_license: CC-BY-4.0 15 | -------------------------------------------------------------------------------- /data/sea_level_rise/altimetry_indiv_estimates.metadata.yml: -------------------------------------------------------------------------------- 1 | # SFM https://github.com/ClimateIndicator/Simple-File-Metadata-Format 2 | file_name: altimetry_indiv_estimates.csv 3 | file_type: csv 4 | file_size: 1807 5 | created_date: 2025-06-07 6 | last_modified_date: 2025-06-07 7 | expires_date: 2026-04-30 8 | hash_md5_value: 6a2c0146a020cafd8056826d566740de 9 | code_repository_url: https://github.com/AimeeSlangen/IGCC24_SL 10 | authors: 11 | - author_name: Matt Palmer 12 | author_email: m.d.palmer@bristol.ac.uk 13 | - author_name: Aimée Slangen 14 | author_email: Aimee.Slangen@nioz.nl 15 | data_description: Altimetry individual estimates of sea level rise (mean and standard deviation), relative to 1995-2014 mean. 16 | data_license: CC-BY-4.0 17 | -------------------------------------------------------------------------------- /data/anthropogenic_warming/Walsh_GMST_rates.metadata.yml: -------------------------------------------------------------------------------- 1 | # SFM https://github.com/ClimateIndicator/Simple-File-Metadata-Format 2 | file_name: Walsh_GMST_rates.csv 3 | file_type: csv 4 | file_size: 28972 5 | created_date: 2023-05-01 6 | last_modified_date: 2025-06-11 7 | expires_date: 2026-04-30 8 | hash_md5_value: 826287ee7b606585fcb65c4ed9ef9e5e 9 | code_repository_url: https://github.com/ClimateIndicator/anthropogenic-warming-assessment 10 | authors: 11 | - author_name: Tristram Walsh 12 | author_email: tristram.walsh@ouce.ox.ac.uk 13 | data_description: Attribution of historical warming by component. Suffix _p05, _p17, _p50, _p83, _p95 represents 5th, 17th, 50th, 83rd and 95th percentiles of the uncertainty distribution. 14 | data_license: CC-BY-4.0 15 | -------------------------------------------------------------------------------- /data/anthropogenic_warming/Ribes_GMST_headlines.metadata.yml: -------------------------------------------------------------------------------- 1 | # SFM https://github.com/ClimateIndicator/Simple-File-Metadata-Format 2 | file_name: Ribes_GMST_headlines.csv 3 | file_type: csv 4 | file_size: 1446 5 | created_date: 2023-05-01 6 | last_modified_date: 2025-05-02 7 | expires_date: 2026-04-30 8 | hash_md5_value: 55EC9537F5AD19337F66868C55E6267E 9 | code_repository_url: https://github.com/ClimateIndicator/anthropogenic-warming-assessment 10 | authors: 11 | - author_name: Aurélien Ribes 12 | author_email: aurelien.ribes@meteo.fr 13 | data_description: Attribution of historical warming by component. Suffix _p05, _p17, _p50, _p83, _p95 represents 5th, 17th, 50th, 83rd and 95th percentiles of the uncertainty distribution. 14 | data_license: CC-BY-4.0 15 | -------------------------------------------------------------------------------- /data/anthropogenic_warming/Ribes_GMST_timeseries.metadata.yml: -------------------------------------------------------------------------------- 1 | # SFM https://github.com/ClimateIndicator/Simple-File-Metadata-Format 2 | file_name: Ribes_GMST_timeseries.csv 3 | file_type: csv 4 | file_size: 30663 5 | created_date: 2023-05-01 6 | last_modified_date: 2025-05-02 7 | expires_date: 2026-04-30 8 | hash_md5_value: DA151B5375AC0AA5E78BAE691658DED9 9 | code_repository_url: https://github.com/ClimateIndicator/anthropogenic-warming-assessment 10 | authors: 11 | - author_name: Aurélien Ribes 12 | author_email: aurelien.ribes@meteo.fr 13 | data_description: Attribution of historical warming by component. Suffix _p05, _p17, _p50, _p83, _p95 represents 5th, 17th, 50th, 83rd and 95th percentiles of the uncertainty distribution. 14 | data_license: CC-BY-4.0 15 | -------------------------------------------------------------------------------- /data/sea_level_rise/AR6_GMSL_altimeter_FGD.metadata.yml: -------------------------------------------------------------------------------- 1 | # SFM https://github.com/ClimateIndicator/Simple-File-Metadata-Format 2 | file_name: AR6_GMSL_altimeter_FGD.csv 3 | file_type: csv 4 | file_size: 1201 5 | created_date: 2025-06-07 6 | last_modified_date: 2025-06-07 7 | expires_date: 9999-12-31 8 | hash_md5_value: 4fd866827dbeb1c009898c07261c27df 9 | code_repository_url: https://github.com/AimeeSlangen/IGCC24_SL 10 | authors: 11 | - author_name: Matt Palmer 12 | author_email: m.d.palmer@bristol.ac.uk 13 | - author_name: Aimée Slangen 14 | author_email: Aimee.Slangen@nioz.nl 15 | data_description: Altimeter estimate of sea level rise as reported in the IPCC AR6 (mean and standard deviation), relative to 1995-2014 mean. 16 | data_license: CC-BY-4.0 17 | -------------------------------------------------------------------------------- /data/anthropogenic_warming/Walsh_GMST_headlines.metadata.yml: -------------------------------------------------------------------------------- 1 | # SFM https://github.com/ClimateIndicator/Simple-File-Metadata-Format 2 | file_name: Walsh_GMST_headlines.csv 3 | file_type: csv 4 | file_size: 2789 5 | created_date: 2023-05-01 6 | last_modified_date: 2025-06-11 7 | expires_date: 2026-04-30 8 | hash_md5_value: ec3e60c3d77e4e2fa68f062ef3b9d2cc 9 | code_repository_url: https://github.com/ClimateIndicator/anthropogenic-warming-assessment 10 | authors: 11 | - author_name: Tristram Walsh 12 | author_email: tristram.walsh@ouce.ox.ac.uk 13 | data_description: Attribution of historical warming by component. Suffix _p05, _p17, _p50, _p83, _p95 represents 5th, 17th, 50th, 83rd and 95th percentiles of the uncertainty distribution. 14 | data_license: CC-BY-4.0 15 | -------------------------------------------------------------------------------- /data/anthropogenic_warming/Walsh_GMST_timeseries.metadata.yml: -------------------------------------------------------------------------------- 1 | # SFM https://github.com/ClimateIndicator/Simple-File-Metadata-Format 2 | file_name: Walsh_GMST_timeseries_6048000.csv 3 | file_type: csv 4 | file_size: 67755 5 | created_date: 2023-05-01 6 | last_modified_date: 2025-06-11 7 | expires_date: 2026-04-30 8 | hash_md5_value: b26ddbc862d9a1b666291d88bf195e5f 9 | code_repository_url: https://github.com/ClimateIndicator/anthropogenic-warming-assessment 10 | authors: 11 | - author_name: Tristram Walsh 12 | author_email: tristram.walsh@ouce.ox.ac.uk 13 | data_description: Attribution of historical warming by component. Suffix _p05, _p17, _p50, _p83, _p95 represents 5th, 17th, 50th, 83rd and 95th percentiles of the uncertainty distribution. 14 | data_license: CC-BY-4.0 15 | -------------------------------------------------------------------------------- /data/anthropogenic_warming/Assessment-Extrapolation-2025_GMST_headlines.metadata.yml: -------------------------------------------------------------------------------- 1 | # SFM https://github.com/ClimateIndicator/Simple-File-Metadata-Format 2 | file_name: Assessment-Extrapolation-2025_GMST_headlines.csv 3 | file_type: csv 4 | file_size: 208 5 | created_date: 2025-04-30 6 | last_modified_date: 2025-04-30 7 | expires_date: 2026-04-30 8 | hash_md5_value: 31A7427524AD24108A02C0525517355B 9 | code_repository_url: https://github.com/ClimateIndicator/anthropogenic-warming-assessment 10 | authors: 11 | - author_name: Tristram Walsh 12 | author_email: tristram.walsh@ouce.ox.ac.uk 13 | data_description: Anthropogenic warming with an extension to 2025. Suffix _p05, _p50, _p95 represents 5th, 50th and 95th percentiles of the uncertainty distribution. 14 | data_license: CC-BY-4.0 15 | -------------------------------------------------------------------------------- /data/anthropogenic_warming/Gillett_GSAT_headlines.csv: -------------------------------------------------------------------------------- 1 | time,timebound_lower,timebound_upper,anthropogenic_p05,anthropogenic_p17,anthropogenic_p50,anthropogenic_p83,anthropogenic_p95,natural_p05,natural_p17,natural_p50,natural_p83,natural_p95,ghg_p05,ghg_p17,ghg_p50,ghg_p83,ghg_p95,other_human_forcing_p05,other_human_forcing_p17,other_human_forcing_p50,other_human_forcing_p83,other_human_forcing_p95,notes 2 | 2015,2010,2020,1.05,,1.18,,1.32,-0.02,,0.02,,0.05,1.25,,1.46,,1.68,-0.46,,-0.26,,-0.07, 3 | 2020,2015,2025,1.19,,1.35,,1.5,-0.03,,0.01,,0.05,1.37,,1.6,,1.84,-0.44,,-0.25,,-0.06, 4 | 2017.5,2017,2018,1.09,,1.22,,1.36,-0.02,,0.02,,0.05,1.29,,1.51,,1.74,-0.48,,-0.27,,-0.07,SR15 definition 5 | 2024.5,2024,2025,1.33,,1.51,,1.69,-0.04,,0.01,,0.05,1.47,,1.72,,1.98,-0.41,,-0.23,,-0.05,SR15 definition 6 | -------------------------------------------------------------------------------- /data/sea_level_rise/AR6_GMSL_TG_ensemble_FGD.metadata.yml: -------------------------------------------------------------------------------- 1 | # SFM https://github.com/ClimateIndicator/Simple-File-Metadata-Format 2 | file_name: AR6_GMSL_TG_ensemble_FGD.csv 3 | file_type: csv 4 | file_size: 8321 5 | created_date: 2025-06-07 6 | last_modified_date: 2025-06-07 7 | expires_date: 9999-12-31 8 | hash_md5_value: b42bc9adfc9c7b36877a239550607aa2 9 | code_repository_url: https://github.com/AimeeSlangen/IGCC24_SL 10 | authors: 11 | - author_name: Matt Palmer 12 | author_email: m.d.palmer@bristol.ac.uk 13 | - author_name: Aimée Slangen 14 | author_email: Aimee.Slangen@nioz.nl 15 | data_description: Change in global mean sea level (GMSL) in millimeters compared to 1995-2014 mean from tidal gauge estimates. Uncertainties are one standard deviation. 16 | data_license: CC-BY-4.0 17 | -------------------------------------------------------------------------------- /data/effective_radiative_forcing/ERF_best_aggregates_1750-2024.metadata.yml: -------------------------------------------------------------------------------- 1 | # SFM https://github.com/ClimateIndicator/Simple-File-Metadata-Format 2 | file_name: ERF_best_aggregates_1750-2024.csv 3 | file_type: csv 4 | file_size: 63103 5 | created_date: 2025-04-30 6 | last_modified_date: 2025-06-10 7 | expires_date: 2026-04-30 8 | hash_md5_value: bfcf3fd9fe02415625a9c7fcb489f5e1 9 | code_repository_url: https://github.com/ClimateIndicator/forcing-timeseries 10 | authors: 11 | - author_name: Chris Smith 12 | author_email: c.j.smith1@leeds.ac.uk 13 | data_description: Effective radiative forcing for aggregated categories of anthropogenic and natural components contributing to contemporary climate change. Data are annual mean best estimate values reported in W m-2. 14 | data_license: CC-BY-4.0 15 | -------------------------------------------------------------------------------- /data/earth_energy_imbalance/earth_energy_imbalance.metadata.yml: -------------------------------------------------------------------------------- 1 | # SFM https://github.com/ClimateIndicator/Simple-File-Metadata-Format 2 | file_name: earth_energy_imbalance.csv 3 | file_type: csv 4 | file_size: 7565 5 | created_date: 2024-04-24 6 | last_modified_date: 2025-05-02 7 | expires_date: 2026-04-30 8 | hash_md5_value: B19C8E61EAC3E8065A7041D4041FAFBD 9 | code_repository_url: https://github.com/ClimateIndicator/ocean-heat-content 10 | authors: 11 | - author_name: Matt Palmer 12 | author_email: m.d.palmer@bristol.ac.uk 13 | - author_name: Karina von Schuckmann 14 | author_email: kvonschuckmann@mercator-ocean.fr 15 | data_description: Components of the Earth's energy imbalance 1971 to 2023. All values are in ZJ. Uncertainties (columns headed *_error) are one standard deviation ranges. 16 | data_license: CC-BY-4.0 17 | -------------------------------------------------------------------------------- /data/effective_radiative_forcing/ERF_p05_aggregates_1750-2024.metadata.yml: -------------------------------------------------------------------------------- 1 | # SFM https://github.com/ClimateIndicator/Simple-File-Metadata-Format 2 | file_name: ERF_p05_aggregates_1750-2024.csv 3 | file_type: csv 4 | file_size: 62839 5 | created_date: 2025-04-30 6 | last_modified_date: 2025-06-10 7 | expires_date: 2026-04-30 8 | hash_md5_value: 756d46b1013e9c11aa74d45439979c03 9 | code_repository_url: https://github.com/ClimateIndicator/forcing-timeseries 10 | authors: 11 | - author_name: Chris Smith 12 | author_email: c.j.smith1@leeds.ac.uk 13 | data_description: Effective radiative forcing for 5th percentile (across 100000 ensemble members) of aggregated categories of anthropogenic and natural components contributing to contemporary climate change. Data are annual mean values reported in W m-2. 14 | data_license: CC-BY-4.0 15 | -------------------------------------------------------------------------------- /data/effective_radiative_forcing/ERF_p95_aggregates_1750-2024.metadata.yml: -------------------------------------------------------------------------------- 1 | # SFM https://github.com/ClimateIndicator/Simple-File-Metadata-Format 2 | file_name: ERF_p95_aggregates_1750-2024.csv 3 | file_type: csv 4 | file_size: 62528 5 | created_date: 2025-04-30 6 | last_modified_date: 2025-06-10 7 | expires_date: 2026-04-30 8 | hash_md5_value: c822f9726bcf3f7967dbeb85f7e2d61b 9 | code_repository_url: https://github.com/ClimateIndicator/forcing-timeseries 10 | authors: 11 | - author_name: Chris Smith 12 | author_email: c.j.smith1@leeds.ac.uk 13 | data_description: Effective radiative forcing for 95th percentile (across 100000 ensemble members) of aggregated categories of anthropogenic and natural components contributing to contemporary climate change. Data are annual mean values reported in W m-2. 14 | data_license: CC-BY-4.0 15 | -------------------------------------------------------------------------------- /data/anthropogenic_warming/Gillett_GSAT_headlines.metadata.yml: -------------------------------------------------------------------------------- 1 | # SFM https://github.com/ClimateIndicator/Simple-File-Metadata-Format 2 | file_name: Gillett_GSAT_headlines.csv 3 | file_type: csv 4 | file_size: 745 5 | created_date: 2023-05-01 6 | last_modified_date: 2025-05-02 7 | expires_date: 2026-04-30 8 | hash_md5_value: 8AF7F926AB452FE8ED4B88A6A0A2D116 9 | code_repository_url: https://github.com/ClimateIndicator/anthropogenic-warming-assessment 10 | authors: 11 | - author_name: Nathan Gillett 12 | author_email: Nathan.Gillett@ec.gc.ca 13 | data_description: Attribution of historical warming by component. Suffix _p05, _p50, _p95 represents 5th, 50th and 95th percentiles of the uncertainty distribution. GSAT, HadCRUT5, well-mixed GHGs vs Oant, based on obs to Feb 2023, 5-yr means, CanESM5, IPSL-CM6A-LR, MIROC6 14 | data_license: CC-BY-4.0 15 | -------------------------------------------------------------------------------- /data/sea_level_rise/AR6_GMSL_reconstructions_FGD.metadata.yml: -------------------------------------------------------------------------------- 1 | # SFM https://github.com/ClimateIndicator/Simple-File-Metadata-Format 2 | file_name: AR6_GMSL_reconstructions_FGD.csv 3 | file_type: csv 4 | file_size: 13841 5 | created_date: 2025-06-07 6 | last_modified_date: 2025-06-07 7 | expires_date: 9999-12-31 8 | hash_md5_value: 50f7760b06b23d46030e43010f9a6838 9 | code_repository_url: https://github.com/AimeeSlangen/IGCC24_SL 10 | authors: 11 | - author_name: Matt Palmer 12 | author_email: m.d.palmer@bristol.ac.uk 13 | - author_name: Aimée Slangen 14 | author_email: Aimee.Slangen@nioz.nl 15 | data_description: Changes in global mean sea level (GMSL) in millimeters compared to 1995-2014 mean. Note that we have computed symmetric uncertainties for FR2020 based on their 5th to 95th percentile range and converted to 1-sigma. 16 | data_license: CC-BY-4.0 17 | -------------------------------------------------------------------------------- /data/anthropogenic_warming/Assessment-Update-2024_GMST_headlines.metadata.yml: -------------------------------------------------------------------------------- 1 | # SFM https://github.com/ClimateIndicator/Simple-File-Metadata-Format 2 | file_name: Assessment-Update-2024_GMST_headlines.csv 3 | file_type: csv 4 | file_size: 686 5 | created_date: 2025-05-02 6 | last_modified_date: 2025-06-11 7 | expires_date: 2026-04-30 8 | hash_md5_value: 6ecee570ff402b38f5762e3a5e7a5f6d 9 | code_repository_url: https://github.com/ClimateIndicator/anthropogenic-warming-assessment 10 | authors: 11 | - author_name: Tristram Walsh 12 | author_email: tristram.walsh@ouce.ox.ac.uk 13 | data_description: Attribution of historical warming by component. Suffix _p05, _p50, _p95 represents 5th, 50th and 95th percentiles of the uncertainty distribution. 2017 values for anthropogenic warming represent the IPCC Special Report on 1.5°C assessment; 2010-2019 values for all components represent IPCC Sixth Assessment Report Working Group 1 assessment. 14 | data_license: CC-BY-4.0 15 | -------------------------------------------------------------------------------- /data/extreme_temperatures/txx_decadal_means.metadata.yml: -------------------------------------------------------------------------------- 1 | # SFM https://github.com/ClimateIndicator/Simple-File-Metadata-Format 2 | file_name: txx_decadal_means.csv 3 | file_type: csv 4 | file_size: 343 5 | created_date: 2024-04-24 6 | last_modified_date: 2025-05-02 7 | expires_date: 2026-04-30 8 | hash_md5_value: 131ECDEF200907EBA04201CDBA0C5BC3 9 | code_repository_url: https://github.com/ClimateIndicator/cip_extremes 10 | authors: 11 | - author_name: Mathias Hauser 12 | author_email: mathias.hauser@env.ethz.ch 13 | - author_name: Dominik Schumacher 14 | author_email: dominik.schumacher@env.ethz.ch 15 | - author_name: Sonia Seneviratne 16 | author_email: sonia.seneviratne@ethz.ch 17 | data_description: 18 | - units: K 19 | - anomalies with respect 1850-1900 20 | - NOTE: using this data requires attributing the climate indicator project and the data providers. See https://github.com/ClimateIndicator/cip_extremes#data 21 | data_license: CC-BY-4.0 22 | -------------------------------------------------------------------------------- /data/anthropogenic_warming/assessment_6thIPCC_headlines.metadata.yml: -------------------------------------------------------------------------------- 1 | # SFM https://github.com/ClimateIndicator/Simple-File-Metadata-Format 2 | file_name: assessment_6thIPCC_headlines.csv 3 | file_type: csv 4 | file_size: 460 5 | created_date: 2023-05-01 6 | last_modified_date: 2023-05-01 7 | expires_date: 9999-12-31 # note this is just the AR6 and SR15 numbers so does not expire. 8 | hash_md5_value: e7ecb42a4124b44d39c9575ba2f029ec 9 | code_repository_url: https://github.com/ClimateIndicator/anthropogenic-warming-assessment 10 | authors: 11 | - author_name: Tristram Walsh 12 | author_email: tristram.walsh@ouce.ox.ac.uk 13 | data_description: Attribution of historical warming by component. Suffix _p05, _p50, _p95 represents 5th, 50th and 95th percentiles of the uncertainty distribution. 2017 values for anthropogenic warming represent the IPCC Special Report on 1.5°C assessment; 2010-2019 values for all components represent IPCC Sixth Assessment Report Working Group 1 assessment. 14 | data_license: CC-BY-4.0 15 | -------------------------------------------------------------------------------- /data/anthropogenic_warming/Gillett_GMST_headlines.csv: -------------------------------------------------------------------------------- 1 | time,timebound_lower,timebound_upper,anthropogenic_p05,anthropogenic_p17,anthropogenic_p50,anthropogenic_p83,anthropogenic_p95,natural_p05,natural_p17,natural_p50,natural_p83,natural_p95,ghg_p05,ghg_p17,ghg_p50,ghg_p83,ghg_p95,other_human_forcing_p05,other_human_forcing_p17,other_human_forcing_p50,other_human_forcing_p83,other_human_forcing_p95,notes 2 | 2017.5,2017,2018,1.04,1.11,1.2,1.29,1.35,-0.03,-0.01,0.01,0.04,0.05,1.24,1.34,1.47,1.6,1.69,-0.46,-0.37,-0.25,-0.14,-0.05, 3 | 2024.5,2024,2025,1.19,1.32,1.5,1.68,1.8,-0.04,-0.02,0,0.03,0.05,1.41,1.52,1.66,1.81,1.92,-0.42,-0.33,-0.19,-0.06,0.04, 4 | 2017.5,2017,2018,1.03,,1.16,,1.3,-0.02,,0.02,,0.05,1.24,,1.45,,1.67,-0.47,,-0.27,,-0.07,SR15 definition 5 | 2024.5,2024,2025,1.27,,1.44,,1.61,-0.04,,0.01,,0.05,1.41,,1.65,,1.89,-0.4,,-0.22,,-0.05,SR15 definition 6 | 2015,2010,2020,1,,1.13,,1.25,-0.02,,0.02,,0.05,1.2,,1.41,,1.61,-0.45,,-0.26,,-0.07, 7 | 2020,2015,2025,1.13,,1.28,,1.43,-0.03,,0.01,,0.05,1.31,,1.53,,1.76,-0.43,,-0.24,,-0.06, 8 | -------------------------------------------------------------------------------- /data/extreme_temperatures/txx_timeseries.metadata.yml: -------------------------------------------------------------------------------- 1 | # SFM https://github.com/ClimateIndicator/Simple-File-Metadata-Format 2 | file_name: txx_timeseries.csv 3 | file_type: csv 4 | file_size: 2484 5 | created_date: 2023-04-20 6 | last_modified_date: 2024-04-24 7 | expires_date: 2025-03-31 8 | hash_md5_value: 5689AF0FF8614B158B89F34544358619 9 | code_repository_url: https://github.com/ClimateIndicator/cip_extremes 10 | authors: 11 | - author_name: Mathias Hauser 12 | author_email: mathias.hauser@env.ethz.ch 13 | - author_name: Dominik Schumacher 14 | author_email: dominik.schumacher@env.ethz.ch 15 | - author_name: Sonia Seneviratne 16 | author_email: sonia.seneviratne@ethz.ch 17 | data_description: 18 | - units: K 19 | - anomalies with respect to 1961-1990 20 | - to obtain values relative to 1850-1900 please add offset 0.52K 21 | - NOTE: using this data requires attributing the climate indicator project and the data providers. See https://github.com/ClimateIndicator/cip_extremes#data 22 | data_license: CC-BY-4.0 23 | -------------------------------------------------------------------------------- /data/anthropogenic_warming/Gillett_GMST_rates.metadata.yml: -------------------------------------------------------------------------------- 1 | # SFM https://github.com/ClimateIndicator/Simple-File-Metadata-Format 2 | file_name: Gillett_GMST_rates.csv 3 | file_type: csv 4 | file_size: 160 5 | created_date: 2024-04-24 6 | last_modified_date: 2025-05-02 7 | expires_date: 2025-04-30 8 | hash_md5_value: 2160523DF03F1105D3B5DE5DF868C08E 9 | 10 | code_repository_url: 11 | - https://github.com/ClimateIndicator/anthropogenic-warming-assessment # f.e. https://github.io/example-repo 12 | - https://github.com/ESMValGroup/ESMValTool/tree/forster23 13 | 14 | # Authors responsible for the file, use for notifications 15 | authors: 16 | - author_name: Nathan Gillett 17 | author_email: Nathan.Gillett@ec.gc.ca 18 | data_description: Attribution of historical warming by component. Suffix _p05, _p50, _p95 represents 5th, 50th and 95th percentiles of the uncertainty distribution. Globally-complete GMST, HadCRUT5, well-mixed GHGs vs Oant, based on obs to Feb 2023, 5-yr means, CanESM5, IPSL-CM6A-LR, MIROC6. 19 | data_license: CC-BY-4.0 20 | -------------------------------------------------------------------------------- /data/anthropogenic_warming/Gillett_GMST_headlines.metadata.yml: -------------------------------------------------------------------------------- 1 | # SFM https://github.com/ClimateIndicator/Simple-File-Metadata-Format 2 | file_name: Gillett_GMST_headlines.csv 3 | file_type: csv 4 | file_size: 985 5 | created_date: 2023-05-01 6 | last_modified_date: 2025-05-02 7 | expires_date: 2026-04-30 8 | hash_md5_value: AD39B5004384A6BD64224D018794C774 9 | 10 | code_repository_url: 11 | - https://github.com/ClimateIndicator/anthropogenic-warming-assessment # f.e. https://github.io/example-repo 12 | - https://github.com/ESMValGroup/ESMValTool/tree/forster23 13 | 14 | # Authors responsible for the file, use for notifications 15 | authors: 16 | - author_name: Nathan Gillett 17 | author_email: Nathan.Gillett@ec.gc.ca 18 | data_description: Attribution of historical warming by component. Suffix _p05, _p50, _p95 represents 5th, 50th and 95th percentiles of the uncertainty distribution. Globally-complete GMST, HadCRUT5, well-mixed GHGs vs Oant, based on obs to Feb 2023, 5-yr means, CanESM5, IPSL-CM6A-LR, MIROC6. 19 | data_license: CC-BY-4.0 20 | -------------------------------------------------------------------------------- /data/greenhouse_gas_concentrations/ghg_concentrations.metadata.yml: -------------------------------------------------------------------------------- 1 | # SFM https://github.com/ClimateIndicator/Simple-File-Metadata-Format 2 | file_name: ghg_concentrations.csv 3 | file_type: csv 4 | file_size: 57451 5 | created_date: 2023-04-20 6 | last_modified_date: 2025-06-10 7 | expires_date: 2026-04-30 8 | hash_md5_value: 742b7e02c807dafc69dda58ab9961228 9 | code_repository_url: https://github.com/ClimateIndicator/forcing-timeseries 10 | authors: 11 | - author_name: Chris Smith 12 | author_email: c.j.smith1@leeds.ac.uk 13 | - author_name: Jens Muhle 14 | author_email: jmuhle@ucsd.edu 15 | - author_name: Paul Krummel 16 | author_email: paul.krummel@csiro.au 17 | - author name: Luke Western 18 | author email: luke.western@bristol.ac.uk 19 | - author name: Matt Rigby 20 | author email: matt.rigby@bristol.ac.uk 21 | data_description: Greenhouse gas concentrations for 52 species. Values are global annual mean volume mixing ratios. CO2 is in parts per million volume (ppm). CH4 and N2O are in parts per billion volume (ppb = 10 to the power of -9). All other gases are in parts per trillion volume (ppt = 10 to the power of -12). 22 | data_license: CC-BY-4.0 23 | -------------------------------------------------------------------------------- /data/sea_level_rise/AR6_GMSL_altimeter_FGD.csv: -------------------------------------------------------------------------------- 1 | time,timebound_lower,timebound_upper,central_estimate,std 2 | 1993.5,1993,1994,-32.26608106,4.813026379 3 | 1994.5,1994,1995,-29.69319131,4.277991287 4 | 1995.5,1995,1996,-26.55547311,3.787329988 5 | 1996.5,1996,1997,-23.82036656,3.405472951 6 | 1997.5,1997,1998,-20.46749385,3.127318269 7 | 1998.5,1998,1999,-19.14536901,3.009640065 8 | 1999.5,1999,2000,-18.07533287,2.65716289 9 | 2000.5,2000,2001,-14.91553932,2.551733886 10 | 2001.5,2001,2002,-9.97201099,2.469381056 11 | 2002.5,2002,2003,-6.767325207,2.304795016 12 | 2003.5,2003,2004,-3.894802801,2.260720756 13 | 2004.5,2004,2005,-1.594632126,2.231048019 14 | 2005.5,2005,2006,2.60468461,2.214626499 15 | 2006.5,2006,2007,4.616563402,2.199211555 16 | 2007.5,2007,2008,4.98064739,2.196262932 17 | 2008.5,2008,2009,8.897700957,2.146772953 18 | 2009.5,2009,2010,13.18675514,2.076651007 19 | 2010.5,2010,2011,14.83182458,2.115526647 20 | 2011.5,2011,2012,14.05466155,2.154187607 21 | 2012.5,2012,2013,24.54432774,2.209282806 22 | 2013.5,2013,2014,27.16441711,2.260059887 23 | 2014.5,2014,2015,30.32676336,2.349045822 24 | 2015.5,2015,2016,40.12167204,2.441775817 25 | 2016.5,2016,2017,43.56798947,2.507052974 26 | 2017.5,2017,2018,45.00748797,2.636350533 27 | 2018.5,2018,2019,48.90478054,2.698641756 28 | 2019.5,2019,2020,55.64674089,2.698641756 29 | -------------------------------------------------------------------------------- /data/anthropogenic_warming/Ribes_GMST_headlines.csv: -------------------------------------------------------------------------------- 1 | time,timebound_lower,timebound_upper,natural_p05,natural_p17,natural_p50,natural_p83,natural_p95,ghg_p05,ghg_p17,ghg_p50,ghg_p83,ghg_p95,other_human_forcing_p05,other_human_forcing_p17,other_human_forcing_p50,other_human_forcing_p83,other_human_forcing_p95,total_p05,total_p17,total_p50,total_p83,total_p95,anthropogenic_p05,anthropogenic_p17,anthropogenic_p50,anthropogenic_p83,anthropogenic_p95, 2 | 2017.5,2017,2018,0.041,0.049,0.059,0.071,0.08,1.213,1.371,1.556,1.723,1.877,-0.719,-0.577,-0.426,-0.256,-0.128,1.05,1.107,1.189,1.264,1.317,0.989,1.047,1.13,1.202,1.258, 3 | 2024.5,2024,2025,0.031,0.037,0.045,0.053,0.06,1.332,1.52,1.721,1.907,2.081,-0.713,-0.567,-0.4,-0.217,-0.077,1.204,1.274,1.365,1.45,1.519,1.158,1.23,1.321,1.405,1.477, 4 | 2017.5,2017,2018,0.042,0.05,0.06,0.072,0.081,1.213,1.371,1.556,1.723,1.877,-0.724,-0.582,-0.431,-0.262,-0.132,1.048,1.104,1.186,1.261,1.313,0.983,1.043,1.125,1.197,1.254,SR15 definition 5 | 2024.5,2024,2025,0.029,0.035,0.043,0.051,0.057,1.332,1.52,1.721,1.907,2.081,-0.716,-0.57,-0.403,-0.219,-0.082,1.198,1.27,1.36,1.444,1.513,1.156,1.226,1.317,1.402,1.473,SR15 definition 6 | 2015,2010,2020,0.041,0.049,0.06,0.071,0.08,1.17,1.32,1.497,1.656,1.805,-0.717,-0.58,-0.432,-0.269,-0.143,0.991,1.045,1.125,1.198,1.252,0.928,0.988,1.065,1.136,1.19, 7 | 2020,2015,2025,0.035,0.042,0.051,0.061,0.068,1.255,1.424,1.615,1.786,1.948,-0.718,-0.575,-0.417,-0.24,-0.11,1.102,1.165,1.249,1.324,1.386,1.048,1.113,1.198,1.275,1.336, 8 | -------------------------------------------------------------------------------- /data/sea_level_rise/altimetry_ens.csv: -------------------------------------------------------------------------------- 1 | time,timebound_lower,timebound_upper,mean,std 2 | 1993.5,1993,1994,-34.71932025,1.303673471 3 | 1994.5,1994,1995,-31.32099486,2.233957053 4 | 1995.5,1995,1996,-27.27935812,2.923621504 5 | 1996.5,1996,1997,-24.66407872,2.222548843 6 | 1997.5,1997,1998,-20.38733179,2.170451858 7 | 1998.5,1998,1999,-20.02796638,0.477537399 8 | 1999.5,1999,2000,-19.00131127,0.969015979 9 | 2000.5,2000,2001,-14.65427016,1.081512137 10 | 2001.5,2001,2002,-9.24918835,1.489327415 11 | 2002.5,2002,2003,-7.341431796,1.426823456 12 | 2003.5,2003,2004,-4.546061346,0.980295882 13 | 2004.5,2004,2005,-2.533102108,1.258996125 14 | 2005.5,2005,2006,1.652581897,1.92037872 15 | 2006.5,2006,2007,3.717180476,1.680671048 16 | 2007.5,2007,2008,4.324483742,2.217935005 17 | 2008.5,2008,2009,7.529591561,1.859465355 18 | 2009.5,2009,2010,11.9052336,2.259366238 19 | 2010.5,2010,2011,13.38479969,2.389312771 20 | 2011.5,2011,2012,12.38250216,2.84130801 21 | 2012.5,2012,2013,22.97580124,2.904655822 22 | 2013.5,2013,2014,25.4290689,3.03160312 23 | 2014.5,2014,2015,28.57342446,3.094886461 24 | 2015.5,2015,2016,38.17775996,3.712034522 25 | 2016.5,2016,2017,41.10707098,3.629221988 26 | 2017.5,2017,2018,41.97554192,3.813011092 27 | 2018.5,2018,2019,45.32968545,4.24233936 28 | 2019.5,2019,2020,52.19814771,4.431164585 29 | 2020.5,2020,2021,54.2095469,4.391978982 30 | 2021.5,2021,2022,58.68204556,4.681300468 31 | 2022.5,2022,2023,61.30407303,4.764680423 32 | 2023.5,2023,2024,67.82944491,4.841157996 33 | 2024.5,2024,2025,71.5763305,4.843549522 34 | -------------------------------------------------------------------------------- /data/sea_level_rise/altimetry_indiv_estimates.csv: -------------------------------------------------------------------------------- 1 | time,timebound_lower,timebound_upper,AVISO,NASA,NOAA 2 | 1993.5,1993,1994,-34.94342258,-33.02244089,-36.19209727 3 | 1994.5,1994,1995,-33.94075166,-28.48190035,-31.54033256 4 | 1995.5,1995,1996,-31.33398622,-24.55108954,-25.95299859 5 | 1996.5,1996,1997,-27.73698525,-23.69991837,-22.55533256 6 | 1997.5,1997,1998,-23.4428643,-19.11271116,-18.6064199 7 | 1998.5,1998,1999,-20.01724146,-20.61811657,-19.44854112 8 | 1999.5,1999,2000,-17.98283714,-18.71649494,-20.30460172 9 | 2000.5,2000,2001,-14.36801795,-13.49622467,-16.09856785 10 | 2001.5,2001,2002,-9.76237065,-7.223521971,-10.76167243 11 | 2002.5,2002,2003,-7.137384441,-5.704918367,-9.18199258 12 | 2003.5,2003,2004,-3.871884434,-3.834062511,-5.932237093 13 | 2004.5,2004,2005,-1.653587137,-1.63217062,-4.313548568 14 | 2005.5,2005,2006,3.011808269,3.009180732,-1.063243311 15 | 2006.5,2006,2007,5.389521114,4.343692744,1.41832757 16 | 2007.5,2007,2008,6.647774755,4.98782938,1.33784709 17 | 2008.5,2008,2009,9.913026979,7.300081633,5.375666072 18 | 2009.5,2009,2010,14.40734827,12.37512668,8.933225849 19 | 2010.5,2010,2011,16.1745334,13.64107262,10.33879304 20 | 2011.5,2011,2012,15.55869043,12.92593749,8.66287856 21 | 2012.5,2012,2013,25.91428503,23.99242397,19.02069472 22 | 2013.5,2013,2014,28.65233584,26.26566722,21.36920364 23 | 2014.5,2014,2015,31.37797528,30.08119274,24.26110535 24 | 2015.5,2015,2016,40.75922503,40.84566722,32.92838763 25 | 2016.5,2016,2017,44.66908503,42.52620776,36.12592016 26 | 2017.5,2017,2018,46.33218935,42.54918073,37.04525567 27 | 2018.5,2018,2019,50.11905557,46.06431587,39.80568493 28 | 2019.5,2019,2020,56.75714503,53.6421537,46.19514439 29 | 2020.5,2020,2021,59.63345223,54.11869274,48.87649574 30 | 2021.5,2021,2022,64.69521476,58.0740456,53.27687632 31 | 2022.5,2022,2023,67.49800692,60.50485641,55.90935576 32 | 2023.5,2023,2024,73.53955016,68.24566722,61.70311736 33 | 2024.5,2024,2025,76.78980151,72.81728884,65.12190114 34 | -------------------------------------------------------------------------------- /CITATION.cff: -------------------------------------------------------------------------------- 1 | cff-version: 1.2.0 2 | message: "" 3 | authors: 4 | - family-names: Smith 5 | given-names: Chris 6 | orcid: https://orcid.org/0000-0003-0599-4633 7 | - family-names: "Walsh" 8 | given-names: "Tristram" 9 | orcid: "https://orcid.org/0000-0002-5227-9432" 10 | - family-names: "Gillett" 11 | given-names: "Nathan" 12 | orcid: "https://orcid.org/0000-0002-2957-0002" 13 | - family-names: "Hauser" 14 | given-names: "Mattias" 15 | orcid: "https://orcid.org/0000-0002-0057-4878" 16 | - family-names: "Krummel" 17 | given-names: "Paul" 18 | - family-names: "Lamb" 19 | given-names: "William" 20 | orcid: "https://orcid.org/0000-0003-3273-7878" 21 | - family-names: "Lamboll" 22 | given-names: "Robin" 23 | orcid: "https://orcid.org/0000-0002-8410-037X" 24 | - family-names: "Mühle" 25 | given-names: "Jens" 26 | orcid: "https://orcid.org/0000-0001-9776-3642" 27 | - family-names: "Palmer" 28 | given-names: "Matthew" 29 | orcid: "https://orcid.org/0000-0001-7422-198X" 30 | - family-names: "Ribes" 31 | given-names: "Aurélien" 32 | orcid: "https://orcid.org/0000-0001-5102-7885" 33 | - family-names: "Schumacher" 34 | given-names: "Dominik" 35 | orcid: "https://orcid.org/0000-0003-2699-2880" 36 | - family-names: "Seneviratne" 37 | given-names: "Sonia" 38 | orcid: "https://orcid.org/0000-0001-9528-2917" 39 | - family-names: "Slangen" 40 | given-names: "Aimée" 41 | orcid: "https://orcid.org/0000-0001-6268-6683" 42 | - family-names: "Trewin" 43 | given-names: "Blair" 44 | orcid: "https://orcid.org/0000-0001-8186-7885" 45 | - family-names: "von Schuckmann" 46 | given-names: "Karina" 47 | orcid: "https://orcid.org/0000-0002-9922-8528" 48 | - family-names: "Forster" 49 | given-names: "Piers" 50 | orcid: "https://orcid.org/0000-0002-6078-0171" 51 | title: "Indicators of Global Climate Change 2024" 52 | version: 2025.05.01 53 | identifiers: 54 | - type: doi 55 | value: 10.5281/zenodo.7883757 56 | date-released: 2025-05-01 57 | -------------------------------------------------------------------------------- /data/extreme_temperatures/txx_timeseries.csv: -------------------------------------------------------------------------------- 1 | time,timebound_lower,timebound_upper,ERA5,Berkeley,HadEX3 2 | 1950.5,1950,1951,-0.89,, 3 | 1951.5,1951,1952,-0.47,, 4 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time,timebound_lower,timebound_upper,ghg_p05,ghg_p17,ghg_p50,ghg_p83,ghg_p95,natural_p05,natural_p17,natural_p50,natural_p83,natural_p95,other_human_forcing_p05,other_human_forcing_p17,other_human_forcing_p50,other_human_forcing_p83,other_human_forcing_p95,anthropogenic_p05,anthropogenic_p17,anthropogenic_p50,anthropogenic_p83,anthropogenic_p95,total_p05,total_p17,total_p50,total_p83,total_p95,residual_p05,residual_p17,residual_p50,residual_p83,residual_p95,notes 2 | 2017.5,2017,2018,1.039385214,1.201094752,1.342340963,1.486718462,1.617798473,0.021043224,0.045384225,0.076872744,0.110738002,0.138900318,-0.464247316,-0.33942511,-0.205827676,-0.09217376,0.054139528,1.008127941,1.062495538,1.132761555,1.199031748,1.243672969,1.099699205,1.139639542,1.192369137,1.23810482,1.272861415,-0.070910165,-0.036214419,0.009631891,0.062174397,0.101959761, 3 | 2024.5,2024,2025,1.152453159,1.331867607,1.489200822,1.649975152,1.795546718,0.024412519,0.052902392,0.088764632,0.126268021,0.15743371,-0.484002421,-0.327062113,-0.178519778,-0.06296839,0.089958144,1.147397171,1.216670425,1.301689012,1.377854691,1.42886254,1.245160389,1.302660099,1.372154278,1.432720545,1.477122156,0.057489131,0.101993794,0.162800775,0.232046447,0.289478812, 4 | 2017.5,2017,2018,1.0354147,1.196450931,1.337198585,1.481148847,1.611824263,0.020768732,0.044777431,0.07587917,0.109544036,0.137937772,-0.480497173,-0.354060153,-0.218059262,-0.101829539,0.047489306,0.992787504,1.045925749,1.115269582,1.181245001,1.225752586,1.084137778,1.122818331,1.174199353,1.219007271,1.252063108,-0.102210551,-0.069039265,-0.025351967,0.02545323,0.063097735,SR15 definition 5 | 2024.5,2024,2025,1.149630267,1.328599162,1.485509711,1.645851893,1.791025375,0.021612981,0.046656516,0.078921197,0.113944644,0.143662274,-0.452320589,-0.31139708,-0.170763452,-0.057832689,0.095655476,1.161484709,1.226932776,1.309261604,1.383674297,1.434238313,1.25076582,1.303688716,1.37018789,1.42954069,1.471757618,-0.080241806,-0.038571232,0.019504394,0.084945735,0.136812263,SR15 definition 6 | 2015,2010,2020,1.001162876,1.156873717,1.292770837,1.431712585,1.557984034,0.020637316,0.044557354,0.075281746,0.108096605,0.135289713,-0.480087174,-0.355672719,-0.22160984,-0.107240901,0.036203145,0.948433501,0.999471457,1.066652605,1.130825488,1.174118539,1.040099841,1.07581266,1.124850801,1.167162572,1.198207227,-0.106355875,-0.074761261,-0.033745091,0.015178161,0.049306994, 7 | 2020,2015,2025,1.079483071,1.247466941,1.394412083,1.544609328,1.680823715,0.020903441,0.045098637,0.076355429,0.110141406,0.138515514,-0.464012281,-0.331521863,-0.194340119,-0.081062585,0.066807755,1.063356857,1.121167123,1.194918811,1.263408769,1.309422819,1.152704817,1.196954642,1.254239304,1.303385683,1.340022668,-0.079884812,-0.042979358,0.004173626,0.060654048,0.103858855, 8 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Data repository for Indicators of Global Climate Change 2 | 3 | [![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.7883757.svg)](https://doi.org/10.5281/zenodo.7883757) 4 | 5 | This repository contains standardised data for figures and results used in the 6 | Indicators of Global Climate Change 2024 paper, submitted to Earth System Science Data. 7 | 8 | The below table details the author(s) of each dataset contained within the repository, and their homepages. 9 | 10 | | Dataset | Author(s) | Original code location(s) | 11 | | ------- | --------- | ------------------------ | 12 | | Attribution of historical warming 1850-2024 | [Tristram Walsh](https://www.torch.ox.ac.uk/people/tristram-walsh),
[Aurélien Ribes](https://www.umr-cnrm.fr/spip.php?article23&lang=en),
[Nathan Gillett](https://profils-profiles.science.gc.ca/en/profile/dr-nathan-gillett),
[Chris Smith](https://cjsmith.be) | https://github.com/ClimateIndicator/anthropogenic-warming-assessment | 13 | | Earth's energy uptake 1971-2024 | [Matthew Palmer](https://www.metoffice.gov.uk/research/people/matt-palmer),
[Karina von Schuckmann](http://kvonschuckmann.com/) | https://github.com/ClimateIndicator/ocean-heat-content | 14 | | Effective radiative forcing 1750-2024 | [Chris Smith](https://cjsmith.be),
[Piers Forster](https://environment.leeds.ac.uk/see/staff/1267/professor-piers-forster) | https://github.com/ClimateIndicator/forcing-timeseries | 15 | | Global mean surface temperature anomalies 1850-2024 | [Blair Trewin](https://community.wmo.int/en/contacts/mr-blair-trewin) | https://github.com/ClimateIndicator/GMST | 16 | | Global temperature extreme anomalies 1950-2024 | [Mathias Hauser](https://iac.ethz.ch/people-iac/person-detail.html?persid=146568),
[Dominik Schumacher](https://usys.ethz.ch/en/people/profile.MTcwNDMx.TGlzdC82MzcsMzIwMTk3MjIy.html),
[Sonia Seneviratne](https://iac.ethz.ch/people-iac/person-detail.NTQ3Nzg=.TGlzdC82MzcsLTE5NDE2NTk2NTg=.html) | https://github.com/ClimateIndicator/cip_extremes | 17 | | Greenhouse gas concentrations 1750-2024 | [Chris Smith](https://cjsmith.be),
[Jens Muhle](https://jmuhle.scrippsprofiles.ucsd.edu/),
[Paul Krummel](https://people.csiro.au/k/p/paul-krummel) | https://github.com/ClimateIndicator/forcing-timeseries | 18 | | Greenhouse gas emissions 1750-2023| [William Lamb](https://www.mcc-berlin.net/en/about/team/lamb-william.html) | https://github.com/ClimateIndicator/GHG-Emissions-Assessment | 19 | | Remaining carbon budgets in 0.1°C increments | [Robin Lamboll](https://www.imperial.ac.uk/people/r.lamboll) | https://github.com/Rlamboll/CarbonBudget | 20 | | Seal leve rise | [Aimée Slangen](https://www.nioz.nl/en/about/organisation/staff/aimee-slangen),
[Matthew Palmer](https://www.metoffice.gov.uk/research/people/matt-palmer) | https://github.com/AimeeSlangen/IGCC24_SL | 21 | 22 | Each data file has associated metadata in YML format with details on the contact author 23 | and original repository of the source code (note no code is retained on this data 24 | repository). The metadata files include additional information about each dataset, including short descriptions, file sizes and MD5 hashes. 25 | 26 | .md and YML format files can be opened by any text editor (Notepad etc.). 27 | -------------------------------------------------------------------------------- /data/sea_level_rise/IGCC_GMSL_ensemble.csv: -------------------------------------------------------------------------------- 1 | time,timebound_lower,timebound_upper,mean,std 2 | 1901.5,1901,1902,-156.3033598,38.40168698 3 | 1902.5,1902,1903,-157.8716792,47.7343869 4 | 1903.5,1903,1904,-151.714301,49.35704427 5 | 1904.5,1904,1905,-153.9539361,47.09305675 6 | 1905.5,1905,1906,-152.5049443,47.85150891 7 | 1906.5,1906,1907,-155.051779,46.66993467 8 | 1907.5,1907,1908,-152.6758755,47.0638542 9 | 1908.5,1908,1909,-157.9041932,48.08063686 10 | 1909.5,1909,1910,-154.7364518,47.07878167 11 | 1910.5,1910,1911,-153.9266258,46.93391046 12 | 1911.5,1911,1912,-145.0367684,46.33612854 13 | 1912.5,1912,1913,-143.2329816,46.86248017 14 | 1913.5,1913,1914,-139.7437681,46.66555632 15 | 1914.5,1914,1915,-136.5662268,47.29512324 16 | 1915.5,1915,1916,-132.1574678,46.17506864 17 | 1916.5,1916,1917,-141.8165649,46.24712343 18 | 1917.5,1917,1918,-139.7802948,46.74100563 19 | 1918.5,1918,1919,-138.0493142,45.98722369 20 | 1919.5,1919,1920,-135.0162027,46.15903415 21 | 1920.5,1920,1921,-131.7765759,46.02427477 22 | 1921.5,1921,1922,-131.1887914,45.72059156 23 | 1922.5,1922,1923,-131.2844078,45.95549775 24 | 1923.5,1923,1924,-135.5327105,45.31318162 25 | 1924.5,1924,1925,-136.1135264,46.14880201 26 | 1925.5,1925,1926,-136.5411897,45.75503178 27 | 1926.5,1926,1927,-134.5440914,45.08032217 28 | 1927.5,1927,1928,-132.389486,45.07400087 29 | 1928.5,1928,1929,-133.8875192,45.46088058 30 | 1929.5,1929,1930,-132.8542666,45.54986276 31 | 1930.5,1930,1931,-129.4214557,45.21985296 32 | 1931.5,1931,1932,-129.5200521,45.33232731 33 | 1932.5,1932,1933,-122.3726748,45.24405829 34 | 1933.5,1933,1934,-122.5461762,44.75992032 35 | 1934.5,1934,1935,-128.0406128,45.85811818 36 | 1935.5,1935,1936,-120.9335652,45.17420286 37 | 1936.5,1936,1937,-123.6344879,45.69684954 38 | 1937.5,1937,1938,-118.1107414,45.26539379 39 | 1938.5,1938,1939,-113.4004877,45.2835754 40 | 1939.5,1939,1940,-109.2657366,44.88155978 41 | 1940.5,1940,1941,-113.9250532,46.60167761 42 | 1941.5,1941,1942,-103.9576327,45.08098712 43 | 1942.5,1942,1943,-103.3622326,44.82301299 44 | 1943.5,1943,1944,-100.8794289,45.13492563 45 | 1944.5,1944,1945,-105.0851616,45.91948491 46 | 1945.5,1945,1946,-103.6323545,45.72507799 47 | 1946.5,1946,1947,-95.0179706,45.05775578 48 | 1947.5,1947,1948,-96.16677035,44.54309468 49 | 1948.5,1948,1949,-91.58029261,44.15337289 50 | 1949.5,1949,1950,-87.28471827,45.03047596 51 | 1950.5,1950,1951,-87.51504458,44.86934135 52 | 1951.5,1951,1952,-80.4165143,43.95037483 53 | 1952.5,1952,1953,-80.41494273,44.29297424 54 | 1953.5,1953,1954,-76.97374008,44.15005623 55 | 1954.5,1954,1955,-81.04049795,44.22719543 56 | 1955.5,1955,1956,-79.65047996,44.09141747 57 | 1956.5,1956,1957,-85.29954675,44.3854019 58 | 1957.5,1957,1958,-74.56160416,42.9883336 59 | 1958.5,1958,1959,-74.74817426,42.63921235 60 | 1959.5,1959,1960,-73.52433454,42.63879846 61 | 1960.5,1960,1961,-70.36446457,42.53636341 62 | 1961.5,1961,1962,-68.64660258,42.06183364 63 | 1962.5,1962,1963,-70.96787235,42.25808152 64 | 1963.5,1963,1964,-71.20824852,43.09293511 65 | 1964.5,1964,1965,-75.33125205,43.42708747 66 | 1965.5,1965,1966,-68.38794381,42.98147603 67 | 1966.5,1966,1967,-72.16109252,42.22845186 68 | 1967.5,1967,1968,-72.36956153,42.09499069 69 | 1968.5,1968,1969,-72.09580698,41.91943183 70 | 1969.5,1969,1970,-68.83779024,41.63207738 71 | 1970.5,1970,1971,-69.98759226,41.62593826 72 | 1971.5,1971,1972,-64.07604468,41.57144299 73 | 1972.5,1972,1973,-62.29880612,41.15444734 74 | 1973.5,1973,1974,-65.82347949,41.21856201 75 | 1974.5,1974,1975,-59.59021396,41.29689811 76 | 1975.5,1975,1976,-56.94029378,41.14824767 77 | 1976.5,1976,1977,-59.78196653,41.05817952 78 | 1977.5,1977,1978,-58.26482911,41.32536165 79 | 1978.5,1978,1979,-57.09850281,40.97524545 80 | 1979.5,1979,1980,-55.02642611,41.18748721 81 | 1980.5,1980,1981,-52.85473551,40.95505072 82 | 1981.5,1981,1982,-43.13334762,41.32893885 83 | 1982.5,1982,1983,-46.95307903,41.13355069 84 | 1983.5,1983,1984,-43.11057184,40.97988711 85 | 1984.5,1984,1985,-42.29237492,41.0129151 86 | 1985.5,1985,1986,-47.14249459,41.037567 87 | 1986.5,1986,1987,-44.01989092,41.33520202 88 | 1987.5,1987,1988,-44.11191601,42.56380994 89 | 1988.5,1988,1989,-43.76951105,41.34258363 90 | 1989.5,1989,1990,-39.77698512,41.06649144 91 | 1990.5,1990,1991,-36.24227251,41.09032759 92 | 1991.5,1991,1992,-36.59121568,41.21996163 93 | 1992.5,1992,1993,-36.15227266,41.16432932 94 | 1993.5,1993,1994,-35.62011548,38.70212896 95 | 1994.5,1994,1995,-33.04722573,38.63923877 96 | 1995.5,1995,1996,-29.90950753,38.58799595 97 | 1996.5,1996,1997,-27.17440098,38.55239045 98 | 1997.5,1997,1998,-23.82152827,38.52881626 99 | 1998.5,1998,1999,-22.49940343,38.51944309 100 | 1999.5,1999,2000,-21.42936729,38.49350695 101 | 2000.5,2000,2001,-18.26957374,38.48637303 102 | 2001.5,2001,2002,-13.32604541,38.48100058 103 | 2002.5,2002,2003,-10.12135963,38.47078948 104 | 2003.5,2003,2004,-7.24883722,38.46817414 105 | 2004.5,2004,2005,-4.948666546,38.46644172 106 | 2005.5,2005,2006,-0.74934981,38.46549276 107 | 2006.5,2006,2007,1.262528982,38.46460834 108 | 2007.5,2007,2008,1.626612971,38.46443986 109 | 2008.5,2008,2009,5.543666538,38.46164579 110 | 2009.5,2009,2010,9.832720724,38.4577956 111 | 2010.5,2010,2011,11.47779017,38.4599144 112 | 2011.5,2011,2012,10.70062714,38.46206036 113 | 2012.5,2012,2013,21.19029332,38.46518547 114 | 2013.5,2013,2014,23.8103827,38.4681353 115 | 2014.5,2014,2015,26.97272895,38.47346591 116 | 2015.5,2015,2016,36.76763762,38.47923898 117 | 2016.5,2016,2017,40.21395505,38.48343641 118 | 2017.5,2017,2018,41.65345355,38.4920759 119 | 2018.5,2018,2019,45.55074612,38.49639243 120 | 2019.5,2019,2020,52.29270647,38.49639243 121 | 2020.5,2020,2021,54.30410567,38.49639243 122 | 2021.5,2021,2022,58.77660433,38.49639243 123 | 2022.5,2022,2023,61.3986318,38.49639243 124 | 2023.5,2023,2024,67.92400368,38.49639243 125 | 2024.5,2024,2025,71.67088927,38.49639243 126 | -------------------------------------------------------------------------------- /data/global_mean_temperatures/decadal_averages.csv: -------------------------------------------------------------------------------- 1 | time,timebound_lower,timebound_upper,GMST,Land,Ocean 2 | 1855,1850,1860,0.012,0.048,0.001 3 | 1856,1851,1861,0.011,0.042,0.004 4 | 1857,1852,1862,-0.005,0.008,-0.005 5 | 1858,1853,1863,-0.032,-0.042,-0.022 6 | 1859,1854,1864,-0.04,-0.043,-0.032 7 | 1860,1855,1865,-0.05,-0.075,-0.034 8 | 1861,1856,1866,-0.052,-0.078,-0.033 9 | 1862,1857,1867,-0.047,-0.074,-0.025 10 | 1863,1858,1868,-0.03,-0.059,-0.008 11 | 1864,1859,1869,-0.022,-0.06,0.005 12 | 1865,1860,1870,-0.022,-0.062,0.005 13 | 1866,1861,1871,-0.014,-0.043,0.009 14 | 1867,1862,1872,-0.003,-0.028,0.018 15 | 1868,1863,1873,0.018,0.013,0.03 16 | 1869,1864,1874,0.022,0.02,0.032 17 | 1870,1865,1875,0.023,0.041,0.024 18 | 1871,1866,1876,0.018,0.011,0.026 19 | 1872,1867,1877,0.01,-0.002,0.017 20 | 1873,1868,1878,0.037,0.029,0.042 21 | 1874,1869,1879,0.068,0.088,0.061 22 | 1875,1870,1880,0.069,0.076,0.068 23 | 1876,1871,1881,0.07,0.071,0.069 24 | 1877,1872,1882,0.084,0.094,0.077 25 | 1878,1873,1883,0.086,0.09,0.081 26 | 1879,1874,1884,0.086,0.07,0.088 27 | 1880,1875,1885,0.077,0.037,0.089 28 | 1881,1876,1886,0.067,0.044,0.072 29 | 1882,1877,1887,0.06,0.039,0.064 30 | 1883,1878,1888,0.013,-0.017,0.02 31 | 1884,1879,1889,-0.022,-0.076,-0.007 32 | 1885,1880,1890,-0.017,-0.062,-0.007 33 | 1886,1881,1891,-0.036,-0.075,-0.027 34 | 1887,1882,1892,-0.053,-0.103,-0.041 35 | 1888,1883,1893,-0.07,-0.113,-0.061 36 | 1889,1884,1894,-0.084,-0.115,-0.079 37 | 1890,1885,1895,-0.083,-0.097,-0.087 38 | 1891,1886,1896,-0.077,-0.084,-0.083 39 | 1892,1887,1897,-0.057,-0.066,-0.064 40 | 1893,1888,1898,-0.032,-0.028,-0.042 41 | 1894,1889,1899,-0.045,-0.029,-0.058 42 | 1895,1890,1900,-0.055,-0.03,-0.072 43 | 1896,1891,1901,-0.027,0.018,-0.052 44 | 1897,1892,1902,-0.015,0.066,-0.054 45 | 1898,1893,1903,-0.01,0.093,-0.057 46 | 1899,1894,1904,-0.016,0.109,-0.072 47 | 1900,1895,1905,-0.027,0.106,-0.087 48 | 1901,1896,1906,-0.028,0.117,-0.092 49 | 1902,1897,1907,-0.032,0.137,-0.106 50 | 1903,1898,1908,-0.055,0.103,-0.126 51 | 1904,1899,1909,-0.061,0.103,-0.135 52 | 1905,1900,1910,-0.085,0.087,-0.163 53 | 1906,1901,1911,-0.115,0.064,-0.196 54 | 1907,1902,1912,-0.143,0.027,-0.22 55 | 1908,1903,1913,-0.149,0.014,-0.222 56 | 1909,1904,1914,-0.141,0.024,-0.215 57 | 1910,1905,1915,-0.108,0.074,-0.189 58 | 1911,1906,1916,-0.088,0.109,-0.175 59 | 1912,1907,1917,-0.099,0.088,-0.182 60 | 1913,1908,1918,-0.104,0.088,-0.19 61 | 1914,1909,1919,-0.092,0.084,-0.171 62 | 1915,1910,1920,-0.07,0.101,-0.146 63 | 1916,1911,1921,-0.047,0.111,-0.119 64 | 1917,1912,1922,-0.018,0.147,-0.093 65 | 1918,1913,1923,-0.006,0.164,-0.083 66 | 1919,1914,1924,0.007,0.172,-0.068 67 | 1920,1915,1925,0,0.155,-0.071 68 | 1921,1916,1926,-0.008,0.139,-0.075 69 | 1922,1917,1927,0.019,0.179,-0.053 70 | 1923,1918,1928,0.048,0.222,-0.029 71 | 1924,1919,1929,0.063,0.264,-0.024 72 | 1925,1920,1930,0.055,0.243,-0.027 73 | 1926,1921,1931,0.065,0.261,-0.019 74 | 1927,1922,1932,0.078,0.27,-0.005 75 | 1928,1923,1933,0.094,0.294,0.008 76 | 1929,1924,1934,0.091,0.282,0.008 77 | 1930,1925,1935,0.104,0.293,0.021 78 | 1931,1926,1936,0.108,0.294,0.026 79 | 1932,1927,1937,0.104,0.278,0.025 80 | 1933,1928,1938,0.124,0.292,0.048 81 | 1934,1929,1939,0.144,0.313,0.066 82 | 1935,1930,1940,0.179,0.367,0.093 83 | 1936,1931,1941,0.202,0.38,0.12 84 | 1937,1932,1942,0.218,0.387,0.138 85 | 1938,1933,1943,0.234,0.39,0.159 86 | 1939,1934,1944,0.27,0.429,0.195 87 | 1940,1935,1945,0.304,0.454,0.233 88 | 1941,1936,1946,0.331,0.46,0.267 89 | 1942,1937,1947,0.336,0.469,0.272 90 | 1943,1938,1948,0.333,0.478,0.263 91 | 1944,1939,1949,0.322,0.465,0.253 92 | 1945,1940,1950,0.312,0.446,0.247 93 | 1946,1941,1951,0.284,0.407,0.225 94 | 1947,1942,1952,0.274,0.391,0.216 95 | 1948,1943,1953,0.275,0.385,0.221 96 | 1949,1944,1954,0.278,0.398,0.22 97 | 1950,1945,1955,0.249,0.367,0.192 98 | 1951,1946,1956,0.228,0.366,0.161 99 | 1952,1947,1957,0.215,0.328,0.159 100 | 1953,1948,1958,0.22,0.317,0.171 101 | 1954,1949,1959,0.233,0.321,0.188 102 | 1955,1950,1960,0.246,0.335,0.2 103 | 1956,1951,1961,0.259,0.356,0.21 104 | 1957,1952,1962,0.265,0.375,0.211 105 | 1958,1953,1963,0.259,0.386,0.199 106 | 1959,1954,1964,0.25,0.385,0.186 107 | 1960,1955,1965,0.235,0.372,0.172 108 | 1961,1956,1966,0.236,0.368,0.175 109 | 1962,1957,1967,0.248,0.402,0.179 110 | 1963,1958,1968,0.242,0.407,0.168 111 | 1964,1959,1969,0.228,0.384,0.157 112 | 1965,1960,1970,0.23,0.371,0.166 113 | 1966,1961,1971,0.233,0.384,0.165 114 | 1967,1962,1972,0.217,0.367,0.149 115 | 1968,1963,1973,0.217,0.342,0.157 116 | 1969,1964,1974,0.227,0.354,0.167 117 | 1970,1965,1975,0.241,0.36,0.182 118 | 1971,1966,1976,0.249,0.382,0.185 119 | 1972,1967,1977,0.243,0.359,0.186 120 | 1973,1968,1978,0.265,0.378,0.209 121 | 1974,1969,1979,0.283,0.397,0.226 122 | 1975,1970,1980,0.293,0.414,0.235 123 | 1976,1971,1981,0.321,0.444,0.26 124 | 1977,1972,1982,0.365,0.502,0.299 125 | 1978,1973,1983,0.377,0.521,0.309 126 | 1979,1974,1984,0.394,0.533,0.328 127 | 1980,1975,1985,0.416,0.557,0.349 128 | 1981,1976,1986,0.432,0.552,0.373 129 | 1982,1977,1987,0.462,0.604,0.394 130 | 1983,1978,1988,0.474,0.62,0.405 131 | 1984,1979,1989,0.502,0.672,0.424 132 | 1985,1980,1990,0.511,0.694,0.427 133 | 1986,1981,1991,0.526,0.719,0.438 134 | 1987,1982,1992,0.534,0.722,0.449 135 | 1988,1983,1993,0.543,0.739,0.454 136 | 1989,1984,1994,0.538,0.723,0.454 137 | 1990,1985,1995,0.556,0.76,0.465 138 | 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2017,2012,2022,1.121,1.612,0.915 165 | 2018,2013,2023,1.144,1.641,0.936 166 | 2019,2014,2024,1.193,1.704,0.98 167 | 2020,2015,2025,1.244,1.785,1.019 168 | -------------------------------------------------------------------------------- /data/sea_level_rise/AR6_GMSL_TG_ensemble_FGD.csv: -------------------------------------------------------------------------------- 1 | time,timebound_lower,timebound_upper,central_estimate,structural_uncertainty,internal_uncertainty,total_uncertainty 2 | 1900.5,1900,1901,-158.0177265,9.546351468,25.32,27.05984528 3 | 1901.5,1901,1902,-156.3033598,10.18900788,25.17,27.15409327 4 | 1902.5,1902,1903,-157.8716792,13.35597356,25.01,28.3528152 5 | 1903.5,1903,1904,-151.714301,18.53128856,24.86,31.00690658 6 | 1904.5,1904,1905,-153.9539361,10.63279978,25.1,27.25924488 7 | 1905.5,1905,1906,-152.5049443,14.57308622,24.55,28.5495594 8 | 1906.5,1906,1907,-155.051779,10.39390395,24.4,26.52156178 9 | 1907.5,1907,1908,-152.6758755,12.3391373,24.25,27.20876346 10 | 1908.5,1908,1909,-157.9041932,16.00775055,24.1,28.93195599 11 | 1909.5,1909,1910,-154.7364518,12.96609504,23.95,27.23457583 12 | 1910.5,1910,1911,-153.9266258,12.71465251,23.8,26.98337244 13 | 1911.5,1911,1912,-145.0367684,10.63130966,23.65,25.92965956 14 | 1912.5,1912,1913,-143.2329816,12.98777828,23.51,26.85893677 15 | 1913.5,1913,1914,-139.7437681,12.54172968,23.36,26.51385644 16 | 1914.5,1914,1915,-136.5662268,14.94774296,23.21,27.60686726 17 | 1915.5,1915,1916,-132.1574678,11.19028602,23.07,25.64073714 18 | 1916.5,1916,1917,-141.8165649,11.780512,22.92,25.77027091 19 | 1917.5,1917,1918,-139.7802948,13.8404893,22.77,26.64642648 20 | 1918.5,1918,1919,-138.0493142,11.33449513,22.62,25.30089287 21 | 1919.5,1919,1920,-135.0162027,12.27259023,22.48,25.61185021 22 | 1920.5,1920,1921,-131.7765759,12.03808146,22.33,25.36817505 23 | 1921.5,1921,1922,-131.1887914,11.12342257,22.18,24.81295891 24 | 1922.5,1922,1923,-131.2844078,12.30677093,22.04,25.24318147 25 | 1923.5,1923,1924,-135.5327105,9.971096501,21.89,24.05399895 26 | 1924.5,1924,1925,-136.1135264,13.50536056,21.74,25.59340469 27 | 1925.5,1925,1926,-136.5411897,12.35739739,21.59,24.87636168 28 | 1926.5,1926,1927,-134.5440914,9.893042213,21.44,23.61240954 29 | 1927.5,1927,1928,-132.389486,10.18390356,21.29,23.6003388 30 | 1928.5,1928,1929,-133.8875192,12.04584992,21.14,24.33109328 31 | 1929.5,1929,1930,-132.8542666,12.63013597,20.99,24.49694746 32 | 1930.5,1930,1931,-129.4214557,11.54710089,20.9,23.87772056 33 | 1931.5,1931,1932,-129.5200521,11.97999734,20.9,24.09004642 34 | 1932.5,1932,1933,-122.3726748,11.64153117,20.9,23.92352917 35 | 1933.5,1933,1934,-122.5461762,9.589103391,20.9,22.99480167 36 | 1934.5,1934,1935,-128.0406128,13.83717601,20.9,25.06546309 37 | 1935.5,1935,1936,-120.9335652,11.90206037,20.6,23.79115468 38 | 1936.5,1936,1937,-123.6344879,14.47420099,20.1,24.76918437 39 | 1937.5,1937,1938,-118.1107414,12.73484637,20.3,23.96385428 40 | 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1953.5,1953,1954,-76.97374008,11.81727134,18.3,21.78389088 56 | 1954.5,1954,1955,-81.04049795,12.25215299,18.2,21.93980977 57 | 1955.5,1955,1956,-79.65047996,11.59627233,18.3,21.66479937 58 | 1956.5,1956,1957,-85.29954675,12.66824136,18.3,22.25700652 59 | 1957.5,1957,1958,-74.56160416,8.994290579,17.1,19.32116102 60 | 1958.5,1958,1959,-74.74817426,8.532899088,16.45,18.53140218 61 | 1959.5,1959,1960,-73.52433454,8.850941832,16.28,18.53044984 62 | 1960.5,1960,1961,-70.36446457,8.64859808,16.12,18.29351384 63 | 1961.5,1961,1962,-68.64660258,6.307668813,15.96,17.16124372 64 | 1962.5,1962,1963,-70.96787235,7.836829125,15.8,17.63677665 65 | 1963.5,1963,1964,-71.20824852,8.919164383,17.4,19.55278735 66 | 1964.5,1964,1965,-75.33125205,10.74161829,17.2,20.27861838 67 | 1965.5,1965,1966,-68.38794381,7.708937598,17.7,19.30589855 68 | 1966.5,1966,1967,-72.16109252,8.923882779,15.13,17.56566491 69 | 1967.5,1967,1968,-72.36956153,8.590470194,14.95,17.24235129 70 | 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1998.5,1998,1999,-21.93911054,4.754993257,13.1,13.93628218 101 | 1999.5,1999,2000,-17.52036003,3.641546858,13.3,13.78952006 102 | 2000.5,2000,2001,-15.26400568,5.802804552,13.8,14.97038879 103 | 2001.5,2001,2002,-11.51336793,1.486757867,13.3,13.38284159 104 | 2002.5,2002,2003,-6.218300527,5.940807506,13.4,14.65787139 105 | 2003.5,2003,2004,-1.058279381,4.382834306,13.2,13.90860297 106 | 2004.5,2004,2005,-4.976914764,3.3157475,13.1,13.51311147 107 | 2005.5,2005,2006,-1.798679588,2.394484199,13.1,13.31704001 108 | 2006.5,2006,2007,3.994496288,1.968079008,13.6,13.7416642 109 | 2007.5,2007,2008,3.426433319,3.21107692,13.1,13.48780987 110 | 2008.5,2008,2009,10.00401185,1.444102303,13.1,13.17935626 111 | 2009.5,2009,2010,14.09451066,3.338402597,13.3,13.71258298 112 | 2010.5,2010,2011,18.67515584,6.158749793,13.3,14.65674585 113 | -------------------------------------------------------------------------------- /data/global_mean_temperatures/annual_averages.csv: 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1916.5,1916,1917,-0.074,0.055,-0.138, 69 | 1917.5,1917,1918,-0.197,-0.173,-0.219, 70 | 1918.5,1918,1919,-0.057,-0.045,-0.072, 71 | 1919.5,1919,1920,0.013,0.190,-0.068, 72 | 1920.5,1920,1921,0.046,0.166,-0.008, 73 | 1921.5,1921,1922,0.086,0.338,-0.025, 74 | 1922.5,1922,1923,0.001,0.178,-0.075, 75 | 1923.5,1923,1924,0.021,0.187,-0.051, 76 | 1924.5,1924,1925,0.021,0.232,-0.072, 77 | 1925.5,1925,1926,0.058,0.262,-0.027, 78 | 1926.5,1926,1927,0.196,0.456,0.085, 79 | 1927.5,1927,1928,0.093,0.262,0.018, 80 | 1928.5,1928,1929,0.096,0.372,-0.018, 81 | 1929.5,1929,1930,-0.069,-0.026,-0.093, 82 | 1930.5,1930,1931,0.148,0.350,0.065, 83 | 1931.5,1931,1932,0.211,0.428,0.115, 84 | 1932.5,1932,1933,0.161,0.414,0.053, 85 | 1933.5,1933,1934,-0.002,0.072,-0.044, 86 | 1934.5,1934,1935,0.143,0.343,0.052, 87 | 1935.5,1935,1936,0.103,0.270,0.027, 88 | 1936.5,1936,1937,0.151,0.297,0.080, 89 | 1937.5,1937,1938,0.298,0.402,0.243, 90 | 1938.5,1938,1939,0.291,0.579,0.166, 91 | 1939.5,1939,1940,0.283,0.510,0.175, 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116 | 1964.5,1964,1965,0.048,0.150,0.004, 117 | 1965.5,1965,1966,0.156,0.280,0.097, 118 | 1966.5,1966,1967,0.208,0.345,0.144, 119 | 1967.5,1967,1968,0.243,0.434,0.156, 120 | 1968.5,1968,1969,0.178,0.263,0.135, 121 | 1969.5,1969,1970,0.323,0.321,0.318, 122 | 1970.5,1970,1971,0.276,0.446,0.198, 123 | 1971.5,1971,1972,0.158,0.354,0.067, 124 | 1972.5,1972,1973,0.271,0.240,0.269, 125 | 1973.5,1973,1974,0.408,0.706,0.279, 126 | 1974.5,1974,1975,0.183,0.211,0.159, 127 | 1975.5,1975,1976,0.243,0.504,0.128, 128 | 1976.5,1976,1977,0.148,0.116,0.154, 129 | 1977.5,1977,1978,0.461,0.618,0.388, 130 | 1978.5,1978,1979,0.353,0.452,0.302, 131 | 1979.5,1979,1980,0.431,0.490,0.404, 132 | 1980.5,1980,1981,0.551,0.750,0.453, 133 | 1981.5,1981,1982,0.598,0.930,0.453, 134 | 1982.5,1982,1983,0.396,0.433,0.372, 135 | 1983.5,1983,1984,0.576,0.826,0.467, 136 | 1984.5,1984,1985,0.403,0.453,0.372, 137 | 1985.5,1985,1986,0.398,0.452,0.366, 138 | 1986.5,1986,1987,0.448,0.631,0.364, 139 | 1987.5,1987,1988,0.583,0.783,0.499, 140 | 1988.5,1988,1989,0.631,0.973,0.486, 141 | 1989.5,1989,1990,0.521,0.706,0.434, 142 | 1990.5,1990,1991,0.701,1.006,0.569, 143 | 1991.5,1991,1992,0.683,0.958,0.556, 144 | 1992.5,1992,1993,0.481,0.604,0.423, 145 | 1993.5,1993,1994,0.528,0.659,0.467, 146 | 1994.5,1994,1995,0.583,0.827,0.482, 147 | 1995.5,1995,1996,0.736,1.128,0.570, 148 | 1996.5,1996,1997,0.621,0.801,0.536, 149 | 1997.5,1997,1998,0.761,0.989,0.668, 150 | 1998.5,1998,1999,0.913,1.325,0.743, 151 | 1999.5,1999,2000,0.666,1.078,0.499, 152 | 2000.5,2000,2001,0.671,0.978,0.540, 153 | 2001.5,2001,2002,0.818,1.212,0.649, 154 | 2002.5,2002,2003,0.893,1.347,0.702, 155 | 2003.5,2003,2004,0.886,1.312,0.713, 156 | 2004.5,2004,2005,0.811,1.145,0.673, 157 | 2005.5,2005,2006,0.958,1.486,0.734, 158 | 2006.5,2006,2007,0.911,1.353,0.729, 159 | 2007.5,2007,2008,0.923,1.539,0.662, 160 | 2008.5,2008,2009,0.806,1.248,0.617, 161 | 2009.5,2009,2010,0.936,1.333,0.765, 162 | 2010.5,2010,2011,1.008,1.535,0.786, 163 | 2011.5,2011,2012,0.886,1.332,0.690, 164 | 2012.5,2012,2013,0.916,1.321,0.743, 165 | 2013.5,2013,2014,0.943,1.419,0.746, 166 | 2014.5,2014,2015,1.013,1.384,0.855, 167 | 2015.5,2015,2016,1.161,1.670,0.948, 168 | 2016.5,2016,2017,1.273,1.837,1.043, 169 | 2017.5,2017,2018,1.181,1.712,0.960, 170 | 2018.5,2018,2019,1.108,1.531,0.923, 171 | 2019.5,2019,2020,1.236,1.728,1.026, 172 | 2020.5,2020,2021,1.266,1.883,1.008, 173 | 2021.5,2021,2022,1.108,1.637,0.893, 174 | 2022.5,2022,2023,1.148,1.614,0.954, 175 | 2023.5,2023,2024,1.438,2.041,1.191, 176 | 2024.5,2024,2025,1.523,2.197,1.246, 177 | -------------------------------------------------------------------------------- /data/earth_energy_imbalance/earth_energy_imbalance.csv: -------------------------------------------------------------------------------- 1 | time,timebound_lower,timebound_upper,atmosphere,cryosphere,land,ocean_0-700m,ocean_0-700m_error,ocean_700-2000m,ocean_700-2000m_error,ocean_2000-6000m,ocean_2000-6000m_error,ocean_full-depth,ocean_full-depth_error,total 2 | 1971.5,1971,1972,-1.062903404,0,2.603889227,0,46.41261059,0,19.51685665,0,0,0,65.92946724,1.540985823 3 | 1972.5,1972,1973,-0.447639078,0,2.702835083,9.8,46.51104851,-0.236976667,19.611621,0,0,9.563023333,66.1226695,11.81821934 4 | 1973.5,1973,1974,0.633661568,0,3.028850555,4.5,50.61395447,-3.998696667,21.01816651,0,0,0.501303333,71.63212098,4.163815457 5 | 1974.5,1974,1975,-0.707725108,0,3.249931812,11.6,52.57455611,1.489253333,21.10951077,0,0,13.08925333,73.68406688,15.63146004 6 | 1975.5,1975,1976,-0.390759856,0,3.39523387,4.4,53.77774563,4.34993,21.5366482,0,0,8.74993,75.31439383,11.75440401 7 | 1976.5,1976,1977,-1.171748161,0,3.649062157,19,53.70705218,7.710283333,20.4135651,0,0,26.71028333,74.12061728,29.18759733 8 | 1977.5,1977,1978,0.209143028,0,3.895997763,18.1,52.83040204,5.983394667,20.20370197,0,0,24.08339467,73.034104,28.18853546 9 | 1978.5,1978,1979,0.34001413,0,4.335044384,35,49.13829662,4.365554667,19.22637483,0,0,39.36555467,68.36467144,44.04061318 10 | 1979.5,1979,1980,1.040690422,0,4.689095497,46.7,47.9396883,7.385084667,18.18992998,0,0,54.08508467,66.12961829,59.81487059 11 | 1980.5,1980,1981,1.359339118,0.750944316,4.959939957,65.2,46.95783913,9.477206667,16.99105905,0,0,74.67720667,63.94889819,81.74743006 12 | 1981.5,1981,1982,1.273944736,0.965331018,5.330621719,74.5,50.3084168,8.807286667,16.26936553,0,0,83.30728667,66.57778233,90.87718414 13 | 1982.5,1982,1983,0.38209191,1.718229532,5.516084671,64,48.61875713,6.101233333,15.97479152,0,0,70.10123333,64.59354865,77.71763945 14 | 1983.5,1983,1984,0.559769809,1.40614903,5.910233498,50.9,45.50933535,6.016923333,15.90733303,0,0,56.91692333,61.41666838,64.79307567 15 | 1984.5,1984,1985,-0.07859458,1.183537841,6.176280975,41,42.95578213,11.13085667,15.99649073,0,0,52.13085667,58.95227286,59.4120809 16 | 1985.5,1985,1986,-0.231167465,1.111755252,6.380438328,48.1,42.2537237,16.21257667,15.82074012,0,0,64.31257667,58.07446382,71.57360278 17 | 1986.5,1986,1987,-5.69E-05,1.364644408,6.769113541,57.6,40.24853851,16.71713333,15.40960536,0,0,74.31713333,55.65814386,82.45083438 18 | 1987.5,1987,1988,0.703177691,0.759063184,7.076949596,76.8,39.33874588,17.7832,13.6977236,0,0,94.5832,53.03646947,103.1223905 19 | 1988.5,1988,1989,2.055093527,1.21845901,7.535487652,88.2,38.39246813,17.64093333,12.34392511,0,0,105.8409333,50.73639324,116.6499735 20 | 1989.5,1989,1990,1.338855743,1.521971226,7.980367661,97.3,35.71675968,19.89907,11.5850574,0,0,117.19907,47.30181708,128.0402646 21 | 1990.5,1990,1991,1.874283671,1.616564155,8.324044228,100.1,33.05698427,21.07487,11.80244199,0,0,121.17487,44.85942627,132.9897621 22 | 1991.5,1991,1992,1.664012194,1.932585716,8.796988487,92.7,30.03280516,26.03483667,11.62367031,0,0,118.7348367,41.65647547,131.1284231 23 | 1992.5,1992,1993,-0.482214481,2.125200033,9.045731544,93.3,25.78294299,33.75520333,11.02703863,1.15,0.346504559,128.2052033,37.15648618,138.8939204 24 | 1993.5,1993,1994,-0.417896807,1.782895803,9.460097313,90,23.96813522,40.33723667,10.45154196,2.3,0.693009119,132.6372367,35.11268629,143.462333 25 | 1994.5,1994,1995,0.157290146,2.266470671,9.94570446,90.4,23.00162096,37.70800333,10.51946566,3.45,1.039513678,131.5580033,34.56060029,143.9274686 26 | 1995.5,1995,1996,0.529696703,2.609434128,10.4730072,97.5,23.5260614,36.84603667,10.91351861,4.6,1.386018237,138.9460367,35.82559825,152.5581747 27 | 1996.5,1996,1997,0.613957405,3.368393183,10.80238914,107.1,25.17581593,38.25910333,11.29795222,5.75,1.732522796,151.1091033,38.20629095,165.8938431 28 | 1997.5,1997,1998,0.428708941,2.986387253,11.27895164,107.2,22.72798044,38.27733667,11.45587267,6.9,2.079027356,152.3773367,36.26288047,167.0713845 29 | 1998.5,1998,1999,2.830653667,3.308448076,11.75268459,97.5,20.52050332,39.08757,11.12219745,8.05,2.425531915,144.63757,34.06823268,162.5293563 30 | 1999.5,1999,2000,1.349210739,3.871855736,12.12087727,96.6,22.37770696,36.52703667,11.50573516,9.2,2.772036474,142.3270367,36.65547859,159.6689804 31 | 2000.5,2000,2001,0.752449095,4.229232311,12.69586849,107.2,25.19049016,42.42090333,10.53041772,10.35,3.118541033,159.9709033,38.83944891,177.6484532 32 | 2001.5,2001,2002,1.593533039,4.374501705,13.11235523,127.2,25.77113676,46.03580333,9.718440869,11.5,3.465045593,184.7358033,38.95462322,203.8161933 33 | 2002.5,2002,2003,1.943597555,4.641828537,13.68869019,134.2,24.06879442,54.57227,8.715503228,12.65,3.811550152,201.42227,36.5958478,221.6963863 34 | 2003.5,2003,2004,1.469211459,4.843053341,14.18549824,146.9,20.07820547,60.47170333,7.175849775,13.8,4.158054711,221.1717033,31.41210996,241.6694664 35 | 2004.5,2004,2005,1.26721859,5.5180583,14.64979172,152.3,15.37020425,66.45900333,6.599668766,14.95,4.504559271,233.7090033,26.47443229,255.1440719 36 | 2005.5,2005,2006,1.976019263,6.097259045,15.3306694,162.1,11.85450446,70.90137,6.394148288,16.1,4.85106383,249.10137,23.09971657,272.5053177 37 | 2006.5,2006,2007,2.280093193,6.769983768,15.85329628,167.1,11.13476136,73.63607,6.070357738,17.25,5.197568389,257.98607,22.40268749,282.8894432 38 | 2007.5,2007,2008,2.041799068,7.450166225,16.52696991,174,11.15145199,75.68687,5.625474225,18.4,5.544072948,268.08687,22.32099916,294.1058052 39 | 2008.5,2008,2009,1.716006279,7.755377769,17.01062775,183,11.41432672,76.92710333,5.453254416,19.55,5.890577508,279.4771033,22.75815864,305.9591151 40 | 2009.5,2009,2010,2.420847178,8.183549881,17.5023632,189.3,11.32437803,80.34343667,5.379836662,20.7,6.237082067,290.3434367,22.94129676,318.4501969 41 | 2010.5,2010,2011,3.730097771,8.862941742,17.94437218,194.1,11.20093569,84.85480333,5.444301124,21.85,6.583586626,300.8048033,23.22882344,331.342215 42 | 2011.5,2011,2012,2.464513779,9.904348373,18.60798645,198.1,11.41131169,89.69597,5.59806324,23,6.930091185,310.79597,23.93946612,341.7728186 43 | 2012.5,2012,2013,2.464887857,10.33620548,19.13958359,205.6,11.53639827,97.01093667,6.019584071,24.15,7.276595745,326.7609367,24.83257808,358.7016136 44 | 2013.5,2013,2014,3.030651331,10.49171925,19.68041992,211.3,11.58727158,103.54877,6.098479254,25.3,7.623100304,340.14877,25.30885114,373.3515605 45 | 2014.5,2014,2015,3.046893358,9.911222458,20.36899757,218.9,11.32173145,110.1462367,6.576572241,26.45,7.969604863,355.4962367,25.86790856,388.8233501 46 | 2015.5,2015,2016,3.098042727,10.45294762,20.9947834,227.4,11.65388248,113.1062367,6.624448153,27.6,8.316109422,368.1062367,26.59444005,402.6520104 47 | 2016.5,2016,2017,4.399416924,11.90538883,21.63846207,236.8,11.63106247,117.1882367,6.888259482,28.75,8.662613982,382.7382367,27.18193593,420.6815045 48 | 2017.5,2017,2018,4.68491888,12.40889168,22.13474083,238.3,11.06102835,118.9209033,7.154884074,29.9,9.009118541,387.1209033,27.22503096,426.3494547 49 | 2018.5,2018,2019,4.156961441,12.32738113,22.87495804,246.1,10.83398389,123.2569033,7.454839966,31.05,9.3556231,400.4069033,27.64444695,439.7662039 50 | 2019.5,2019,2020,4.69767189,12.58578396,23.37070847,253.8,11.163071,125.9142367,7.743384781,32.2,9.70212766,411.9142367,28.60858345,452.568401 51 | 2020.5,2020,2021,5.558245182,13.19370461,23.91607285,270.2,12.0396407,131.5549033,8.10618391,33.35,10.04863222,435.1049033,30.19445683,477.772926 52 | 2021.5,2021,2022,,,,282.9,13.07247576,136.22157,8.814377701,34.5,10.39513678,453.62157,32.28199024, 53 | 2022.5,2022,2023,,,,298.5,14.30190254,137.8789033,8.924761644,35.65,10.74164134,472.0289033,33.96830553, 54 | 2023.5,2023,2024,,,,312.2,15.37849406,138.6709033,8.820582814,36.8,11.0881459,487.6709033,35.28722277, 55 | 2024.5,2024,2025,,,,324.4,16.48530958,139.46357,8.240869189,37.95,11.43465046,501.81357,36.16082922, 56 | -------------------------------------------------------------------------------- /data/sea_level_rise/AR6_GMSL_reconstructions_FGD.csv: -------------------------------------------------------------------------------- 1 | time,timebound_lower,timebound_upper,CW2011,HA2015,DA2017,DA2019,FR2020,CW2011_std,HA2015_std,DA2017_std,DA2019_std,FR2020_std 2 | 1880.5,1880,1881,-198.8777778,,,,,24.2,,,, 3 | 1881.5,1881,1882,-193.2777778,,,,,24.2,,,, 4 | 1882.5,1882,1883,-210.0777778,,,,,23,,,, 5 | 1883.5,1883,1884,-204.7777778,,,,,22.8,,,, 6 | 1884.5,1884,1885,-183.8777778,,,,,22.2,,,, 7 | 1885.5,1885,1886,-185.3777778,,,,,21.9,,,, 8 | 1886.5,1886,1887,-187.7777778,,,,,20.8,,,, 9 | 1887.5,1887,1888,-193.3777778,,,,,20.8,,,, 10 | 1888.5,1888,1889,-191.2777778,,,,,20.8,,,, 11 | 1889.5,1889,1890,-189.6777778,,,,,20.8,,,, 12 | 1890.5,1890,1891,-187.6777778,,,,,20.7,,,, 13 | 1891.5,1891,1892,-189.3777778,,,,,20.7,,,, 14 | 1892.5,1892,1893,-186.1777778,,,,,20.7,,,, 15 | 1893.5,1893,1894,-181.4777778,,,,,20.3,,,, 16 | 1894.5,1894,1895,-191.1777778,,,,,21.6,,,, 17 | 1895.5,1895,1896,-179.3777778,,,,,21.6,,,, 18 | 1896.5,1896,1897,-186.9777778,,,,,21.2,,,, 19 | 1897.5,1897,1898,-181.7777778,,,,,20.8,,,, 20 | 1898.5,1898,1899,-172.3777778,,,,,19.7,,,, 21 | 1899.5,1899,1900,-164.8777778,,,,,19.4,,,, 22 | 1900.5,1900,1901,-170.2777778,-145.285,,-148.9316667,-154.8437351,18.3,25.32,,21.55833333,19.6101125 23 | 1901.5,1901,1902,-170.6777778,-144.635,,-147.8483333,-150.3839683,17.6,25.17,,21.40833333,20.00247181 24 | 1902.5,1902,1903,-166.0777778,-143.905,-129.13125,-145.565,-161.97226,17.3,25.01,24.8,21.31666667,19.55996532 25 | 1903.5,1903,1904,-158.0777778,-142.985,-105.13125,-145.215,-151.8501253,17,24.86,24.8,21.14166667,19.05003893 26 | 1904.5,1904,1905,-168.3777778,-142.235,-138.53125,-143.1816667,-150.3023639,16.9,24.7,25.1,21.01666667,19.00908723 27 | 1905.5,1905,1906,-173.8777778,-141.695,-130.83125,-141.0733333,-142.5637217,15.4,24.55,22.1,20.875,18.62004738 28 | 1906.5,1906,1907,-167.0777778,-140.605,-144.93125,-140.89,-157.1875593,14.7,24.4,22,20.75,18.91543502 29 | 1907.5,1907,1908,-168.4777778,-139.225,-134.43125,-138.6983333,-150.8515155,14.9,24.25,22,20.65833333,17.81635974 30 | 1908.5,1908,1909,-170.9777778,-138.125,-132.93125,-137.04,-165.6948018,14.5,24.1,21.9,20.50833333,19.15783409 31 | 1909.5,1909,1910,-166.4777778,-136.745,-137.53125,-137.4233333,-160.3082444,14.6,23.95,21.6,20.38333333,19.59093693 32 | 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1934.5,1934,1935,-142.2777778,-108.695,-112.33125,-109.1316667,-132.7123939,11.9,20.22,20.9,17.275,14.42832047 57 | 1935.5,1935,1936,-136.6777778,-106.325,-107.93125,-105.765,-120.357918,11.9,20.07,20.6,17.15,13.71523696 58 | 1936.5,1936,1937,-140.5777778,-103.335,-109.53125,-104.1483333,-126.1773526,11.8,19.92,20.1,17.03333333,13.67386514 59 | 1937.5,1937,1938,-134.8777778,-99.815,-107.03125,-102.5066667,-116.9477798,11.8,19.76,20.3,16.89166667,13.27289478 60 | 1938.5,1938,1939,-132.2777778,-96.105,-96.03125,-100.4733333,-107.4503521,11.8,19.61,19.8,16.76666667,13.49635118 61 | 1939.5,1939,1940,-127.0777778,-93.785,-102.73125,-97.44833333,-103.2710988,12.2,19.45,20.1,16.64166667,13.21279391 62 | 1940.5,1940,1941,-132.3777778,-92.515,-86.23125,-95.45666667,-113.9407153,11.1,19.29,20.3,16.50833333,12.65749998 63 | 1941.5,1941,1942,-120.1777778,-91.005,-84.43125,-93.09833333,-98.59678687,10.8,19.14,20.2,16.375,12.69836078 64 | 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1950.5,1950,1951,-107.4777778,-73.645,-67.43125,-77.29833333,-77.76902263,7.9,17.71,18.6,15.15833333,10.95023028 73 | 1951.5,1951,1952,-97.97777778,-71.515,-69.03125,-76.07333333,-67.19843178,7.8,17.55,18.2,15.025,11.59559916 74 | 1952.5,1952,1953,-100.5777778,-69.585,-70.33125,-73.50666667,-67.16038374,7.7,17.4,18.3,14.90833333,11.0949828 75 | 1953.5,1953,1954,-96.17777778,-68.285,-70.33125,-73.39,-61.35344248,7.5,17.24,18.3,14.775,11.00609067 76 | 1954.5,1954,1955,-99.07777778,-67.695,-65.03125,-72.52333333,-71.52038273,7.3,17.09,18.2,14.63333333,10.29602358 77 | 1955.5,1955,1956,-98.17777778,-67.445,-83.33125,-72.565,-68.20866212,7.1,16.93,18.3,14.49166667,10.2820775 78 | 1956.5,1956,1957,-103.2777778,-66.975,-84.13125,-70.99833333,-81.62252914,7,16.77,18.3,14.35833333,9.859455814 79 | 1957.5,1957,1958,-89.87777778,-66.565,-71.53125,-68.28166667,-65.52536803,6.9,16.61,17.1,14.23333333,10.39524777 80 | 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2007.5,2007,2008,3.322222222,8.515,-0.83125,5.435,1.522077736,7.1,4.83,13.1,4.758333333,4.579341436 130 | 2008.5,2008,2009,12.02222222,11.505,8.56875,8.943333333,9.046479987,6.8,4.29,13.1,4.375,4.344236057 131 | 2009.5,2009,2010,17.82222222,14.545,7.86875,13.36833333,11.09297641,6.9,3.67,13.3,3.95,4.368290634 132 | 2010.5,2010,2011,25.52222222,18.665,6.46875,14.95166667,15.55157863,7.1,2.92,13.3,3.5,5.224832206 133 | 2011.5,2011,2012,27.12222222,,24.46875,15.11,11.22304569,7.5,,13.5,3.091666667,4.45728485 134 | 2012.5,2012,2013,35.92222222,,34.86875,22.31,30.61517185,8.3,,13.6,2.783333333,4.827462107 135 | 2013.5,2013,2014,27.52222222,,,25.50166667,24.78788087,8.9,,,2.583333333,5.211232929 136 | 2014.5,2014,2015,,,,29.785,30.28664282,,,,2.583333333,5.099774392 137 | 2015.5,2015,2016,,,,34.85166667,36.28722766,,,,2.7,5.302264953 138 | 2016.5,2016,2017,,,,,42.35956926,,,,,5.307675531 139 | 2017.5,2017,2018,,,,,50.77575483,,,,,6.270739296 140 | 2018.5,2018,2019,,,,,54.05342475,,,,,6.430421803 141 | 2019.5,2019,2020,,,,,,,,,, 142 | 2020.5,2020,2021,,,,,,,,,, 143 | -------------------------------------------------------------------------------- /data/greenhouse_gas_emissions/greehouse_gas_emissions_co2eq.csv: -------------------------------------------------------------------------------- 1 | year,timebound_lower,timebound_upper,F-gases,N2O,CH4,CO2-LULUCF,CO2-FFI 2 | 1750.5,1750,1751,7.86993E-05,0.043356591,0.751325991,, 3 | 1751.5,1751,1752,7.86993E-05,0.043911897,0.753387048,, 4 | 1752.5,1752,1753,7.86993E-05,0.044443346,0.755447519,, 5 | 1753.5,1753,1754,7.86993E-05,0.044974787,0.757506037,, 6 | 1754.5,1754,1755,7.86993E-05,0.045506239,0.759563941,, 7 | 1755.5,1755,1756,7.86993E-05,0.046037688,0.761620561,, 8 | 1756.5,1756,1757,7.86993E-05,0.046570775,0.76379266,, 9 | 1757.5,1757,1758,7.86993E-05,0.047102227,0.765846742,, 10 | 1758.5,1758,1759,7.86993E-05,0.047633676,0.76789954,, 11 | 1759.5,1759,1760,7.86993E-05,0.048165128,0.769951083,, 12 | 1760.5,1760,1761,7.86993E-05,0.048696569,0.772000673,, 13 | 1761.5,1761,1762,7.86993E-05,0.049237019,0.774050346,, 14 | 1762.5,1762,1763,7.86993E-05,0.049775036,0.775925338,, 15 | 1763.5,1763,1764,7.86993E-05,0.050313054,0.777799018,, 16 | 1764.5,1764,1765,7.86993E-05,0.050851071,0.779671387,, 17 | 1765.5,1765,1766,7.86993E-05,0.051389089,0.781542473,, 18 | 1766.5,1766,1767,7.86993E-05,0.051930344,0.783642952,, 19 | 1767.5,1767,1768,7.86993E-05,0.052468361,0.785511443,, 20 | 1768.5,1768,1769,7.86993E-05,0.053006379,0.787378622,, 21 | 1769.5,1769,1770,7.86993E-05,0.053544396,0.789244519,, 22 | 1770.5,1770,1771,7.86993E-05,0.054082414,0.791109104,, 23 | 1771.5,1771,1772,7.86993E-05,0.054682219,0.797593119,, 24 | 1772.5,1772,1773,7.86993E-05,0.055278618,0.80383262,, 25 | 1773.5,1773,1774,7.86993E-05,0.055875016,0.81007025,, 26 | 1774.5,1774,1775,7.86993E-05,0.056471415,0.816305984,, 27 | 1775.5,1775,1776,7.86993E-05,0.057067816,0.822539876,, 28 | 1776.5,1776,1777,7.86993E-05,0.057667807,0.829027798,, 29 | 1777.5,1777,1778,7.86993E-05,0.058264897,0.835257924,, 30 | 1778.5,1778,1779,7.86993E-05,0.05886201,0.841486181,, 31 | 1779.5,1779,1780,7.86993E-05,0.059459149,0.84771254,, 32 | 1780.5,1780,1781,7.86993E-05,0.06005632,0.853937727,, 33 | 1781.5,1781,1782,7.86993E-05,0.060636112,0.857554209,, 34 | 1782.5,1782,1783,7.86993E-05,0.061211386,0.860844344,, 35 | 1783.5,1783,1784,7.86993E-05,0.061786709,0.864133308,, 36 | 1784.5,1784,1785,7.86993E-05,0.062362067,0.867419789,, 37 | 1785.5,1785,1786,7.86993E-05,0.062956121,0.870705237,, 38 | 1786.5,1786,1787,7.86993E-05,0.063537381,0.874402461,, 39 | 1787.5,1787,1788,7.86993E-05,0.064112871,0.877684115,, 40 | 1788.5,1788,1789,7.86993E-05,0.064688393,0.880963258,, 41 | 1789.5,1789,1790,7.86993E-05,0.065263964,0.884241257,, 42 | 1790.5,1790,1791,7.86993E-05,0.065839577,0.887517414,, 43 | 1791.5,1791,1792,7.86993E-05,0.066452109,0.889056769,, 44 | 1792.5,1792,1793,7.86993E-05,0.067074568,0.890227564,, 45 | 1793.5,1793,1794,7.86993E-05,0.067681841,0.891357737,, 46 | 1794.5,1794,1795,7.86993E-05,0.068287559,0.892481326,, 47 | 1795.5,1795,1796,7.86993E-05,0.06889467,0.893607091,, 48 | 1796.5,1796,1797,7.86993E-05,0.069507083,0.894913258,, 49 | 1797.5,1797,1798,7.86993E-05,0.070117506,0.896239931,, 50 | 1798.5,1798,1799,7.86993E-05,0.070727939,0.897537699,, 51 | 1799.5,1799,1800,7.86993E-05,0.071340054,0.898891658,, 52 | 1800.5,1800,1801,7.86993E-05,0.072010286,0.900226115,, 53 | 1801.5,1801,1802,7.86993E-05,0.072710987,0.90584498,, 54 | 1802.5,1802,1803,7.86993E-05,0.073454726,0.912525998,, 55 | 1803.5,1803,1804,7.86993E-05,0.074167963,0.917715844,, 56 | 1804.5,1804,1805,7.86993E-05,0.074895423,0.924061755,, 57 | 1805.5,1805,1806,7.86993E-05,0.075605873,0.929224482,, 58 | 1806.5,1806,1807,7.86993E-05,0.07630923,0.935144304,, 59 | 1807.5,1807,1808,7.86993E-05,0.077080761,0.940884729,, 60 | 1808.5,1808,1809,7.86993E-05,0.077729352,0.946356645,, 61 | 1809.5,1809,1810,7.86993E-05,0.078436602,0.951960053,, 62 | 1810.5,1810,1811,7.86993E-05,0.079146003,0.958219725,, 63 | 1811.5,1811,1812,7.86993E-05,0.079940261,0.962784416,, 64 | 1812.5,1812,1813,7.86993E-05,0.080736903,0.967245403,, 65 | 1813.5,1813,1814,7.86993E-05,0.08152688,0.971434169,, 66 | 1814.5,1814,1815,7.86993E-05,0.082323229,0.975748151,, 67 | 1815.5,1815,1816,7.86993E-05,0.08312755,0.980152919,, 68 | 1816.5,1816,1817,7.86993E-05,0.083979659,0.98493244,, 69 | 1817.5,1817,1818,7.86993E-05,0.084813027,0.989305012,, 70 | 1818.5,1818,1819,7.86993E-05,0.085613698,0.993410525,, 71 | 1819.5,1819,1820,7.86993E-05,0.086388243,0.997625071,, 72 | 1820.5,1820,1821,7.86993E-05,0.087188316,1.001908167,, 73 | 1821.5,1821,1822,7.86993E-05,0.088178533,1.009226365,, 74 | 1822.5,1822,1823,7.86993E-05,0.089170891,1.016784447,, 75 | 1823.5,1823,1824,7.86993E-05,0.090174657,1.024455441,, 76 | 1824.5,1824,1825,7.86993E-05,0.091157015,1.03209407,, 77 | 1825.5,1825,1826,7.86993E-05,0.092200896,1.039594846,, 78 | 1826.5,1826,1827,7.86993E-05,0.093210098,1.046897866,, 79 | 1827.5,1827,1828,7.86993E-05,0.094254331,1.055036714,, 80 | 1828.5,1828,1829,7.86993E-05,0.095263503,1.062360074,, 81 | 1829.5,1829,1830,7.86993E-05,0.096248645,1.069524961,, 82 | 1830.5,1830,1831,7.86993E-05,0.097398644,1.079902896,, 83 | 1831.5,1831,1832,7.86993E-05,0.098662631,1.086740182,, 84 | 1832.5,1832,1833,7.86993E-05,0.100044694,1.094385145,, 85 | 1833.5,1833,1834,7.86993E-05,0.101446145,1.102124075,, 86 | 1834.5,1834,1835,7.86993E-05,0.102717498,1.110073705,, 87 | 1835.5,1835,1836,7.86993E-05,0.10419659,1.117726647,, 88 | 1836.5,1836,1837,7.86993E-05,0.105616119,1.127733289,, 89 | 1837.5,1837,1838,7.86993E-05,0.107031389,1.135037509,, 90 | 1838.5,1838,1839,7.86993E-05,0.108272406,1.14301956,, 91 | 1839.5,1839,1840,7.86993E-05,0.109668056,1.150814122,, 92 | 1840.5,1840,1841,7.86993E-05,0.111089952,1.159134739,, 93 | 1841.5,1841,1842,7.86993E-05,0.11295603,1.166139843,, 94 | 1842.5,1842,1843,7.86993E-05,0.114923011,1.173349761,, 95 | 1843.5,1843,1844,7.86993E-05,0.116835523,1.180174325,, 96 | 1844.5,1844,1845,7.86993E-05,0.11897441,1.187566457,, 97 | 1845.5,1845,1846,7.86993E-05,0.121230927,1.196024705,, 98 | 1846.5,1846,1847,7.86993E-05,0.12345262,1.201887332,, 99 | 1847.5,1847,1848,7.86993E-05,0.125800087,1.210445769,, 100 | 1848.5,1848,1849,7.86993E-05,0.12788394,1.216310795,, 101 | 1849.5,1849,1850,7.86993E-05,0.130030473,1.22401259,, 102 | 1850.5,1850,1851,8.00801E-05,0.143818297,1.232316914,, 103 | 1851.5,1851,1852,8.16653E-05,0.146398603,1.237026573,, 104 | 1852.5,1852,1853,8.18793E-05,0.148922682,1.243602464,, 105 | 1853.5,1853,1854,8.18955E-05,0.151355748,1.250984887,, 106 | 1854.5,1854,1855,8.19118E-05,0.15366301,1.263046113,, 107 | 1855.5,1855,1856,8.1932E-05,0.155809683,1.269457198,, 108 | 1856.5,1856,1857,8.1954E-05,0.157760975,1.277910452,, 109 | 1857.5,1857,1858,8.1978E-05,0.159482096,1.283803546,, 110 | 1858.5,1858,1859,8.20039E-05,0.160938261,1.289521121,, 111 | 1859.5,1859,1860,8.20317E-05,0.162094681,1.29842641,, 112 | 1860.5,1860,1861,8.20615E-05,0.162916567,1.30895375,, 113 | 1861.5,1861,1862,8.78494E-05,0.163528185,1.317173396,, 114 | 1862.5,1862,1863,8.78831E-05,0.164086191,1.323650605,, 115 | 1863.5,1863,1864,8.21624E-05,0.164604373,1.334568293,, 116 | 1864.5,1864,1865,8.21997E-05,0.165096521,1.344891042,, 117 | 1865.5,1865,1866,8.2239E-05,0.165576427,1.354517156,, 118 | 1866.5,1866,1867,8.80365E-05,0.166057877,1.364562774,, 119 | 1867.5,1867,1868,8.80797E-05,0.166554666,1.372478478,, 120 | 1868.5,1868,1869,8.23686E-05,0.167080578,1.379319586,, 121 | 1869.5,1869,1870,8.24155E-05,0.167649406,1.389250312,, 122 | 1870.5,1870,1871,8.82207E-05,0.16827494,1.396262921,, 123 | 1871.5,1871,1872,8.82716E-05,0.170700561,1.409626687,, 124 | 1872.5,1872,1873,8.25681E-05,0.176187708,1.427789447,, 125 | 1873.5,1873,1874,8.8379E-05,0.184027269,1.442741169,, 126 | 1874.5,1874,1875,8.84356E-05,0.193510126,1.447856438,, 127 | 1875.5,1875,1876,8.84941E-05,0.203927159,1.463656236,, 128 | 1876.5,1876,1877,8.85546E-05,0.21456925,1.474417769,, 129 | 1877.5,1877,1878,8.8617E-05,0.224727288,1.48588651,, 130 | 1878.5,1878,1879,8.86813E-05,0.233692152,1.496099417,, 131 | 1879.5,1879,1880,8.87475E-05,0.240754725,1.511326734,, 132 | 1880.5,1880,1881,8.88156E-05,0.245205892,1.532305581,, 133 | 1881.5,1881,1882,8.88856E-05,0.247903241,1.549701343,, 134 | 1882.5,1882,1883,9.47138E-05,0.250227167,1.567439661,, 135 | 1883.5,1883,1884,9.47878E-05,0.252252756,1.586742136,, 136 | 1884.5,1884,1885,8.91075E-05,0.254055089,1.598868341,, 137 | 1885.5,1885,1886,8.91852E-05,0.255709253,1.610874939,, 138 | 1886.5,1886,1887,9.50211E-05,0.257290332,1.62404332,, 139 | 1887.5,1887,1888,9.51027E-05,0.258873413,1.642287549,, 140 | 1888.5,1888,1889,9.51863E-05,0.260533575,1.666750827,, 141 | 1889.5,1889,1890,9.52718E-05,0.262345905,1.679172883,, 142 | 1890.5,1890,1891,9.53642E-05,0.272238729,1.704597316,, 143 | 1891.5,1891,1892,9.54957E-05,0.275480287,1.723320755,, 144 | 1892.5,1892,1893,9.56419E-05,0.278844439,1.736295092,, 145 | 1893.5,1893,1894,9.5778E-05,0.282288497,1.744139261,, 146 | 1894.5,1894,1895,0.00010168,0.285769821,1.763434343,, 147 | 1895.5,1895,1896,0.00010183,0.289245766,1.785930001,, 148 | 1896.5,1896,1897,9.62264E-05,0.292673636,1.802520513,, 149 | 1897.5,1897,1898,0.000102139,0.296010815,1.823530831,, 150 | 1898.5,1898,1899,0.000102298,0.299214634,1.84566658,, 151 | 1899.5,1899,1900,0.00010246,0.302242422,1.876116193,, 152 | 1900.5,1900,1901,0.000103055,0.305051538,1.901871688,, 153 | 1901.5,1901,1902,0.000255165,0.307983121,1.922373919,, 154 | 1902.5,1902,1903,0.000437854,0.311343942,1.939971342,, 155 | 1903.5,1903,1904,0.000474194,0.315039707,1.97380902,, 156 | 1904.5,1904,1905,0.000530701,0.318976094,1.989505532,, 157 | 1905.5,1905,1906,0.000660992,0.323058809,2.014817249,, 158 | 1906.5,1906,1907,0.00086423,0.327193612,2.046442764,, 159 | 1907.5,1907,1908,0.001113341,0.331286155,2.095470764,, 160 | 1908.5,1908,1909,0.00103816,0.335242171,2.096706623,, 161 | 1909.5,1909,1910,0.001281988,0.338967365,2.125377555,, 162 | 1910.5,1910,1911,0.00213814,0.342367471,2.15281037,, 163 | 1911.5,1911,1912,0.00246241,0.346286222,2.174966457,, 164 | 1912.5,1912,1913,0.002741522,0.351451273,2.199394442,, 165 | 1913.5,1913,1914,0.003232636,0.357593964,2.240542896,, 166 | 1914.5,1914,1915,0.003422212,0.364445718,2.217715758,, 167 | 1915.5,1915,1916,0.003731973,0.371737958,2.228482368,, 168 | 1916.5,1916,1917,0.004801762,0.379202078,2.269870958,, 169 | 1917.5,1917,1918,0.005960406,0.386569474,2.30114019,, 170 | 1918.5,1918,1919,0.006302086,0.393571569,2.294969212,, 171 | 1919.5,1919,1920,0.005994689,0.399939786,2.26703562,, 172 | 1920.5,1920,1921,0.005821568,0.405405491,2.329833833,, 173 | 1921.5,1921,1922,0.004173536,0.410588123,2.290747914,, 174 | 1922.5,1922,1923,0.003279692,0.416178645,2.339060642,, 175 | 1923.5,1923,1924,0.005789965,0.422015685,2.415407932,, 176 | 1924.5,1924,1925,0.007883716,0.427937956,2.443401146,, 177 | 1925.5,1925,1926,0.008405801,0.433784087,2.466762206,, 178 | 1926.5,1926,1927,0.008826066,0.43939279,2.475779235,, 179 | 1927.5,1927,1928,0.009766473,0.444602722,2.546213901,, 180 | 1928.5,1928,1929,0.011315382,0.449252567,2.563355996,, 181 | 1929.5,1929,1930,0.012928306,0.453180956,2.619851962,, 182 | 1930.5,1930,1931,0.012230461,0.456226598,2.623607888,, 183 | 1931.5,1931,1932,0.009613095,0.458710188,2.611941279,, 184 | 1932.5,1932,1933,0.006728672,0.461124164,2.609970312,, 185 | 1933.5,1933,1934,0.005211754,0.463564702,2.652948895,, 186 | 1934.5,1934,1935,0.006139331,0.466128062,2.716720455,, 187 | 1935.5,1935,1936,0.009169304,0.468910478,2.765650694,, 188 | 1936.5,1936,1937,0.013343797,0.472008128,2.841773193,, 189 | 1937.5,1937,1938,0.017583867,0.47551727,2.902781844,, 190 | 1938.5,1938,1939,0.021151505,0.47953411,2.91164121,, 191 | 1939.5,1939,1940,0.024783957,0.484154908,2.967519609,, 192 | 1940.5,1940,1941,0.027253548,0.489475841,3.031456923,, 193 | 1941.5,1941,1942,0.031866252,0.507000913,3.082448916,, 194 | 1942.5,1942,1943,0.041696852,0.544941279,3.11845833,, 195 | 1943.5,1943,1944,0.054931026,0.598453865,3.180078828,, 196 | 1944.5,1944,1945,0.053423992,0.662695652,3.225122541,, 197 | 1945.5,1945,1946,0.028751014,0.732823619,3.192316326,, 198 | 1946.5,1946,1947,0.014512276,0.803994746,3.282585381,, 199 | 1947.5,1947,1948,0.019984119,0.871365959,3.387249999,, 200 | 1948.5,1948,1949,0.025410661,0.930094265,3.435309981,, 201 | 1949.5,1949,1950,0.025665571,0.975336617,3.475599255,, 202 | 1950.5,1950,1951,0.026602549,1.002249967,3.557883888,, 203 | 1951.5,1951,1952,0.03272759,1.018839385,3.670405146,, 204 | 1952.5,1952,1953,0.038659963,1.036409693,3.74686677,, 205 | 1953.5,1953,1954,0.042385411,1.055067605,3.83446998,, 206 | 1954.5,1954,1955,0.045577857,1.074919782,3.931731333,, 207 | 1955.5,1955,1956,0.047368934,1.096072914,4.115195874,, 208 | 1956.5,1956,1957,0.048347462,1.118633689,4.240591866,, 209 | 1957.5,1957,1958,0.047693372,1.142708795,4.364115489,, 210 | 1958.5,1958,1959,0.047357611,1.16840492,4.452951042,, 211 | 1959.5,1959,1960,0.050190488,1.195828752,4.64542533,7.74368996,8.854689147 212 | 1960.5,1960,1961,0.055924328,1.225086954,4.778113545,6.70600852,9.387010408 213 | 1961.5,1961,1962,0.062321001,1.297172604,4.819597776,6.82052684,9.415042136 214 | 1962.5,1962,1963,0.069265578,1.342205892,4.89627423,6.33069584,9.747287164 215 | 1963.5,1963,1964,0.075201417,1.386455398,5.014258029,6.16128164,10.26677221 216 | 1964.5,1964,1965,0.079207097,1.436449778,5.112300861,5.8588276,10.8244661 217 | 1965.5,1965,1966,0.083921043,1.493272517,5.244749973,5.62510104,11.31060044 218 | 1966.5,1966,1967,0.09051326,1.557035735,5.438582991,5.22283048,11.86264632 219 | 1967.5,1967,1968,0.102298337,1.61362424,5.501685258,5.40085508,12.23736928 220 | 1968.5,1968,1969,0.114219068,1.665487824,5.593461471,5.3324024,12.90528307 221 | 1969.5,1969,1970,0.123482598,1.705234795,5.765987817,5.8359734,13.76178529 222 | 1970.5,1970,1971,0.136095569,1.731504902,5.913418392,5.69410332,14.89912444 223 | 1971.5,1971,1972,0.151483984,1.719880235,5.931506799,5.11809504,15.50385472 224 | 1972.5,1972,1973,0.16666977,1.78095817,6.055044372,5.39055924,16.22459665 225 | 1973.5,1973,1974,0.183496724,1.839146591,6.209755731,5.24408168,17.0850929 226 | 1974.5,1974,1975,0.20486717,1.852438661,6.229990764,5.13840276,17.01107168 227 | 1975.5,1975,1976,0.212721609,1.906915156,6.315886215,5.05933364,17.05275263 228 | 1976.5,1976,1977,0.218510383,1.955652126,6.408602937,5.08417556,17.98911207 229 | 1977.5,1977,1978,0.242039064,2.002031413,6.488835525,5.5137704,18.49863422 230 | 1978.5,1978,1979,0.27308453,2.040296649,6.515872857,5.4130562,19.06929054 231 | 1979.5,1979,1980,0.35156687,2.098280512,6.677913546,4.68675064,19.60902029 232 | 1980.5,1980,1981,0.375586083,2.117692968,6.644636379,4.96753212,19.48852441 233 | 1981.5,1981,1982,0.321733653,2.069312482,6.47861994,4.82993976,19.02290478 234 | 1982.5,1982,1983,0.314702942,2.127244556,6.550706286,4.54369892,18.87109791 235 | 1983.5,1983,1984,0.331545739,2.165395623,6.551675532,4.784955,18.99191043 236 | 1984.5,1984,1985,0.351181097,2.177836725,6.629444829,5.6390792,19.64780142 237 | 1985.5,1985,1986,0.379827572,2.1770207,6.715913625,5.29096256,20.31190163 238 | 1986.5,1986,1987,0.381385011,2.184829319,6.796219869,5.52718064,20.61496319 239 | 1987.5,1987,1988,0.380500599,2.232086165,6.854532822,5.33980368,21.2500746 240 | 1988.5,1988,1989,0.405280005,2.229305442,6.959527776,5.17098488,22.08513001 241 | 1989.5,1989,1990,0.421966684,2.250035151,7.113117834,4.95334328,22.38663747 242 | 1990.5,1990,1991,0.432690343,2.266297488,7.162078428,4.97660052,22.7289883 243 | 1991.5,1991,1992,0.423394797,2.263386189,7.110473193,4.969987,23.18610144 244 | 1992.5,1992,1993,0.419611973,2.271817712,7.111760778,5.25800488,22.52817203 245 | 1993.5,1993,1994,0.439949245,2.257017754,7.103548134,4.97386168,22.75578698 246 | 1994.5,1994,1995,0.474384738,2.287049037,7.17585489,5.8893762,22.9929469 247 | 1995.5,1995,1996,0.521826288,2.343088402,7.261683381,5.43240212,23.53208301 248 | 1996.5,1996,1997,0.561902086,2.393662362,7.342554042,6.01254156,24.25816745 249 | 1997.5,1997,1998,0.598780511,2.350304256,7.312412835,7.40656532,24.40190571 250 | 1998.5,1998,1999,0.629853889,2.378727924,7.252801416,6.14446388,24.30377731 251 | 1999.5,1999,2000,0.649520547,2.398871912,7.271589276,6.0029144,24.85372768 252 | 2000.5,2000,2001,0.657584296,2.39040539,7.373737035,5.29721884,25.5105528 253 | 2001.5,2001,2002,0.675620282,2.385579979,7.353559476,4.76524268,25.70629345 254 | 2002.5,2002,2003,0.717940382,2.403076985,7.315330896,5.12811608,26.27686873 255 | 2003.5,2003,2004,0.780403882,2.419630122,7.491286431,6.07568144,27.66948979 256 | 2004.5,2004,2005,0.836287884,2.488042202,7.627832658,5.4039878,28.63250593 257 | 2005.5,2005,2006,0.882154018,2.510489873,7.743612636,4.890982,29.6143941 258 | 2006.5,2006,2007,0.934501799,2.54653349,7.866271359,5.33214592,30.6283961 259 | 2007.5,2007,2008,0.967474433,2.613191135,7.916794353,4.59458272,31.53464403 260 | 2008.5,2008,2009,0.970192401,2.583179235,7.98296283,4.8803106,32.07419856 261 | 2009.5,2009,2010,0.986469932,2.55295333,7.9322769,5.27397992,31.54192194 262 | 2010.5,2010,2011,1.0582487,2.617614281,8.058531096,5.48791172,33.35590344 263 | 2011.5,2011,2012,1.13455993,2.703333551,8.289513801,5.2782668,34.50453812 264 | 2012.5,2012,2013,1.208927763,2.717709404,8.356626414,5.65189404,35.00002034 265 | 2013.5,2013,2014,1.285442901,2.700636229,8.308616652,5.11615312,35.30165584 266 | 2014.5,2014,2015,1.334449922,2.734247334,8.386863039,5.39619264,35.45009475 267 | 2015.5,2015,2016,1.402514432,2.74165983,8.401728438,5.5315866,35.40489697 268 | 2016.5,2016,2017,1.507765069,2.759551704,8.438158305,4.40625312,35.41665608 269 | 2017.5,2017,2018,1.608211845,2.815031037,8.576309898,4.23102232,35.98989788 270 | 2018.5,2018,2019,1.677395113,2.814308679,8.705310849,3.84471764,36.73042656 271 | 2019.5,2019,2020,1.738845891,2.819371737,8.77280067,3.786744,37.10427786 272 | 2020.5,2020,2021,1.793983842,2.853203808,8.67860748,3.43899376,35.12652612 273 | 2021.5,2021,2022,1.841203285,2.895777339,8.855243775,3.55277928,36.99173628 274 | 2022.5,2022,2023,1.822846687,2.882097582,9.034107885,3.54103616,37.29383639 275 | 2023.5,2023,2024,1.868739198,2.912036946,9.164639988,3.62490512,37.79156871 276 | -------------------------------------------------------------------------------- /LICENSE: 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For 392 | the avoidance of doubt, this paragraph does not form part of the public 393 | licenses. 394 | 395 | Creative Commons may be contacted at creativecommons.org. 396 | -------------------------------------------------------------------------------- /data/anthropogenic_warming/Walsh_GMST_rates.csv: -------------------------------------------------------------------------------- 1 | time,timebound_lower,timebound_upper,ghg_p05,ghg_p17,ghg_p50,ghg_p83,ghg_p95,natural_p05,natural_p17,natural_p50,natural_p83,natural_p95,other_human_forcing_p05,other_human_forcing_p17,other_human_forcing_p50,other_human_forcing_p83,other_human_forcing_p95,anthropogenic_p05,anthropogenic_p17,anthropogenic_p50,anthropogenic_p83,anthropogenic_p95,total_p05,total_p17,total_p50,total_p83,total_p95,residual_p05,residual_p17,residual_p50,residual_p83,residual_p95 2 | 1946,1941,1951,0.003050391,0.003613599,0.00426814,0.004879107,0.00534927,-0.000960401,-0.000579529,-0.000106287,0.00031726,0.00077884,-0.00130634,-0.000906429,-0.000363661,0.000300079,0.001140664,0.003280236,0.003534379,0.003923774,0.004409877,0.004938514,0.002750377,0.003219858,0.00384858,0.004501564,0.005113952,-0.056072377,-0.048016847,-0.035556118,-0.022000873,-0.011063141 3 | 1947,1942,1952,0.002868886,0.003413737,0.004051798,0.004657847,0.005120085,0.000376294,0.000893354,0.001691717,0.002622124,0.003384029,-0.001252405,-0.000860651,-0.000345194,0.000244807,0.001056618,0.00306359,0.003327313,0.003722635,0.004200138,0.004676503,0.004113838,0.004643052,0.005474863,0.006411915,0.007223247,-0.051755846,-0.044049842,-0.03043898,-0.018462457,-0.010735247 4 | 1948,1943,1953,0.002776858,0.00330408,0.003918081,0.004513965,0.004969204,0.000877972,0.002075993,0.003568519,0.00491126,0.005907653,-0.001502365,-0.001112494,-0.000625302,-6.44E-05,0.000741486,0.002546557,0.002859056,0.003316492,0.003868441,0.004333421,0.004328709,0.00546054,0.006924326,0.008261474,0.009316772,-0.042709651,-0.036217843,-0.023611731,-0.012780079,-0.006227248 5 | 1949,1944,1954,0.002805202,0.003317564,0.00390222,0.004481067,0.004930253,0.001061904,0.002508466,0.004268084,0.005706003,0.006735806,-0.002234073,-0.001774114,-0.001176904,-0.00056075,0.000268088,0.00173806,0.002173323,0.00274052,0.003395344,0.003870868,0.003893521,0.00526802,0.006996608,0.008534816,0.009671825,-0.027143277,-0.022089502,-0.012899371,-0.003542682,0.001958567 6 | 1950,1945,1955,0.002938107,0.003449297,0.004008917,0.004567928,0.00501213,0.000815135,0.001913171,0.003241682,0.004366649,0.005181128,-0.00338564,-0.002708462,-0.001897882,-0.0011347,-0.000347356,0.000760439,0.001354394,0.002110824,0.00289338,0.003425497,0.00268988,0.003813626,0.005304582,0.006724714,0.007743867,-0.013016852,-0.008342059,-0.002411679,0.005918636,0.010919998 7 | 1951,1946,1956,0.003128856,0.003658286,0.004207676,0.004752128,0.005193983,0.000503454,0.00114646,0.002072304,0.002931626,0.003536366,-0.00451806,-0.00360957,-0.002584136,-0.001652485,-0.000839742,-8.24E-05,0.000663678,0.001610092,0.002525091,0.00312356,0.001261544,0.00230887,0.003660026,0.004972487,0.00592729,-0.010187067,-0.006712591,0.00082904,0.00964152,0.015200999 8 | 1952,1947,1957,0.003352517,0.003915985,0.004469249,0.005011978,0.00545816,0.000228774,0.000629894,0.001339553,0.00203533,0.002530001,-0.005410919,-0.004321114,-0.003128183,-0.002065711,-0.001175911,-0.000618056,0.000239519,0.0013166,0.002320806,0.002978485,0.000260103,0.001323668,0.002655715,0.003938023,0.004878088,-0.019845434,-0.014856745,-0.008470638,-0.000265401,0.005884765 9 | 1953,1948,1958,0.003603472,0.004211242,0.004779177,0.005335566,0.005795555,-0.000277169,4.63E-05,0.000501087,0.000971252,0.001316827,-0.006274819,-0.00498712,-0.003639029,-0.00245327,-0.001476374,-0.001067619,-7.12E-05,0.001115866,0.002171949,0.002888148,-0.000885161,0.000261452,0.001636936,0.00285753,0.0037196,-0.011684304,-0.007921491,-0.001435324,0.005026384,0.010620498 10 | 1954,1949,1959,0.003869458,0.004525681,0.005118413,0.00570031,0.00618377,-0.000788532,-0.000389441,-3.25E-05,0.000243549,0.000488227,-0.006966823,-0.005586159,-0.004116399,-0.002801385,-0.001707935,-0.001323183,-0.00026008,0.000984793,0.00208098,0.002850747,-0.00161868,-0.000465293,0.000921795,0.002135323,0.002962084,-0.006185258,-0.002295294,0.002923338,0.008526962,0.012757467 11 | 1955,1950,1960,0.004133583,0.004836566,0.005460884,0.006074165,0.006586598,-0.000372046,-0.000109808,0.000160989,0.000566914,0.00094951,-0.007301768,-0.005980971,-0.004457027,-0.003042262,-0.001784696,-0.001224775,-0.000235424,0.000994785,0.002117261,0.002924951,-0.001117625,-8.25E-05,0.001212187,0.002391982,0.003253975,-0.005652363,-0.002454355,0.002206807,0.007182371,0.01002352 12 | 1956,1951,1961,0.004397849,0.005147005,0.005805854,0.006452451,0.006995791,0.000152705,0.000472359,0.001072985,0.00183464,0.002493558,-0.007630741,-0.00632939,-0.004740385,-0.003233149,-0.001784051,-0.001122382,-0.000171819,0.001058461,0.002226551,0.003082223,-0.000118037,0.000893849,0.002201829,0.003482936,0.004501315,-0.016465608,-0.013749683,-0.009790947,-0.005624701,-0.003128387 13 | 1957,1952,1962,0.004660069,0.005454582,0.006148283,0.006827707,0.00740116,0.000458963,0.001060438,0.001970553,0.003022575,0.003890172,-0.008044831,-0.006705657,-0.005025226,-0.003417742,-0.001813079,-0.001129639,-0.000160864,0.001114628,0.002354608,0.003281972,0.000574438,0.001662024,0.003121825,0.00463098,0.005858556,-0.013292058,-0.01001324,-0.006314952,-0.002867324,-0.000290617 14 | 1958,1953,1963,0.004921324,0.005760598,0.00648863,0.007199597,0.007801318,0.000582534,0.001356756,0.002386821,0.003495569,0.004394922,-0.008285992,-0.006940672,-0.005218521,-0.003547688,-0.001850595,-0.001020731,-4.12E-05,0.001265874,0.002554441,0.003549466,0.000974574,0.002119712,0.003664043,0.005270645,0.006558163,-0.007593785,-0.00404568,-0.000246733,0.003048497,0.005645123 15 | 1959,1954,1964,0.005201896,0.006089294,0.006854394,0.007599176,0.00823081,-0.000277449,4.40E-05,0.00050429,0.001118103,0.001654775,-0.008502123,-0.007130441,-0.005366415,-0.003649742,-0.001913672,-0.000855232,0.000146339,0.001483793,0.002803002,0.003833304,-0.000387882,0.000676076,0.002069452,0.003423052,0.004476,0.006980135,0.010063602,0.013956972,0.017839626,0.020372878 16 | 1960,1955,1965,0.005513397,0.006453694,0.007261574,0.008045363,0.008710537,-0.007034825,-0.005718921,-0.004090825,-0.002357411,-0.0010013,-0.008616991,-0.007228125,-0.005442963,-0.003708448,-0.001986115,-0.000559903,0.000460373,0.001814808,0.003142129,0.004176822,-0.006044325,-0.004475982,-0.002320822,2.51E-06,0.002032738,-0.002668465,0.000665781,0.004942678,0.009118329,0.012335264 17 | 1961,1956,1966,0.005843206,0.00683858,0.007692699,0.008519658,0.009220738,-0.013029587,-0.01104741,-0.008241279,-0.004807188,-0.002036819,-0.008509366,-0.007153687,-0.005397291,-0.003678092,-0.00202344,-0.000122132,0.000924928,0.002303655,0.003637507,0.004697508,-0.011380853,-0.009122811,-0.005977158,-0.002060045,0.00108739,-0.011709321,-0.007706396,-0.002452858,0.002502037,0.006341079 18 | 1962,1957,1967,0.006192545,0.007245829,0.008149433,0.009023134,0.009762883,-0.015535057,-0.013241483,-0.009952739,-0.005833152,-0.00247457,-0.008462618,-0.007108133,-0.005351037,-0.003622215,-0.002033877,0.000236521,0.001350752,0.002814642,0.004212122,0.005331468,-0.013430472,-0.010819904,-0.007164246,-0.002577278,0.001128722,-0.023090835,-0.018875839,-0.013459132,-0.00840992,-0.004513569 19 | 1963,1958,1968,0.006559438,0.007673097,0.008628832,0.00955251,0.010333571,-0.015928537,-0.013507895,-0.010111079,-0.005941788,-0.002526911,-0.008577246,-0.007167868,-0.005360768,-0.003602455,-0.002028793,0.000566047,0.001725863,0.003275104,0.004750762,0.005921759,-0.013441998,-0.010683757,-0.006854069,-0.002191873,0.001582437,-0.019843354,-0.015697143,-0.010478394,-0.005620375,-0.00213652 20 | 1964,1959,1969,0.006932614,0.008106879,0.009115193,0.010089707,0.010913051,-0.014185188,-0.01192772,-0.008792778,-0.005164949,-0.002208269,-0.008668969,-0.007191508,-0.005323912,-0.003546623,-0.001943225,0.000992058,0.002172225,0.003771488,0.005324879,0.006530132,-0.011324958,-0.008681857,-0.005037237,-0.000830335,0.002544951,-0.018143575,-0.014421222,-0.009642367,-0.005210102,-0.002114677 21 | 1965,1960,1970,0.007314632,0.008550253,0.009612418,0.01063906,0.011506078,-0.010644835,-0.008806328,-0.006226224,-0.003563899,-0.001551776,-0.008535191,-0.007063484,-0.00518928,-0.003407793,-0.001762804,0.001551368,0.002752345,0.004394215,0.006019494,0.00729879,-0.007384134,-0.005073671,-0.001866801,0.00156772,0.004229197,-0.010322735,-0.007046762,-0.002662031,0.001421372,0.004187007 22 | 1966,1961,1971,0.007742936,0.009047171,0.010171751,0.011259785,0.012177621,-0.005578032,-0.004351789,-0.002696111,-0.000974833,1.83E-05,-0.008461527,-0.006995207,-0.005111415,-0.003306654,-0.001573079,0.002056426,0.00331039,0.005032899,0.006757168,0.008144388,-0.002125167,-0.000271384,0.002309149,0.005021647,0.006993192,-0.011988369,-0.008580208,-0.004550114,-0.000842435,0.00167972 23 | 1967,1962,1972,0.008216053,0.009595905,0.010791263,0.011949281,0.012924175,-0.000250903,0.000458571,0.001390996,0.003118313,0.004885766,-0.008555673,-0.007055669,-0.005132412,-0.00328688,-0.001453774,0.002522281,0.003830715,0.005630202,0.007429947,0.008969694,0.003455339,0.004976148,0.007207877,0.009881905,0.012347685,-0.015297494,-0.011936992,-0.007938057,-0.00414241,-0.001480161 24 | 1968,1963,1973,0.008739917,0.010203669,0.01147875,0.012716586,0.013755631,0.001673577,0.003945492,0.006883247,0.009668707,0.011842011,-0.008672117,-0.007151107,-0.005204708,-0.00333524,-0.001493232,0.003136738,0.004463905,0.006265227,0.008023628,0.009564906,0.007270674,0.009635442,0.013010759,0.016623402,0.019460857,-0.014488478,-0.010949225,-0.006343896,-0.001969078,0.001290452 25 | 1969,1964,1974,0.009394194,0.01096336,0.012345149,0.013692268,0.014816213,0.002517964,0.005943541,0.010200406,0.013690525,0.016124222,-0.008945938,-0.007395623,-0.005387767,-0.003467332,-0.001612574,0.003884962,0.005214874,0.006974844,0.008641863,0.010051722,0.009218739,0.01254879,0.01697661,0.021118248,0.024061408,-0.001295478,0.002139082,0.007036825,0.012230729,0.016172375 26 | 1970,1965,1975,0.010141902,0.011831541,0.013337575,0.014813239,0.016036783,0.002281186,0.005366077,0.009147237,0.012180393,0.014331646,-0.009266855,-0.007662132,-0.005556113,-0.003557237,-0.00166526,0.004736924,0.006069424,0.007799561,0.009438248,0.010790536,0.009803445,0.012822222,0.016771698,0.02038657,0.022932021,-0.014093348,-0.010928946,-0.006497479,-0.001845869,0.001660954 27 | 1971,1966,1976,0.010834234,0.012635523,0.0142481,0.015829324,0.017136495,0.001610923,0.003750338,0.00639534,0.008765443,0.010463009,-0.009283587,-0.007673199,-0.005526231,-0.003497501,-0.001490932,0.005709455,0.007030177,0.00873076,0.010372916,0.011725375,0.009877343,0.012102124,0.015037695,0.017880669,0.019981841,-0.017364849,-0.014392971,-0.010263359,-0.006095232,-0.003133281 28 | 1972,1967,1977,0.011403417,0.013296788,0.014983245,0.016634333,0.017999618,0.00107456,0.002440996,0.004343979,0.006235496,0.007552339,-0.00916791,-0.007560708,-0.005396474,-0.003352717,-0.001210212,0.006633854,0.007921935,0.009581162,0.011216536,0.012568249,0.009926448,0.011614024,0.013890922,0.01622842,0.018022763,-0.023919737,-0.021340538,-0.017823159,-0.014199439,-0.011652371 29 | 1973,1968,1978,0.011884572,0.013855575,0.015595996,0.017297959,0.018709924,0.000715274,0.00161221,0.003144694,0.004702323,0.005806791,-0.009074884,-0.00743461,-0.005233006,-0.003154165,-0.00091617,0.007505494,0.00873498,0.010340273,0.011946427,0.013249038,0.010130466,0.011537913,0.013476764,0.015509173,0.017080181,-0.011687872,-0.008974979,-0.005722058,-0.002388027,5.37E-05 30 | 1974,1969,1979,0.012314959,0.014354965,0.01613964,0.017885943,0.019341209,0.000561239,0.00132076,0.002621663,0.004016979,0.005046218,-0.008940227,-0.007231369,-0.004967666,-0.002845342,-0.000496046,0.008410986,0.009570525,0.011126148,0.012707032,0.013925436,0.010731414,0.012000633,0.013778024,0.015634573,0.017044526,-0.011411085,-0.008888679,-0.005750222,-0.002734787,-0.000404247 31 | 1975,1970,1980,0.01270302,0.014806092,0.016628837,0.018415034,0.019909668,0.00052564,0.00119271,0.00233249,0.003612281,0.004564207,-0.008743202,-0.006949993,-0.004620058,-0.002465261,-6.30E-06,0.009269361,0.010389317,0.011937751,0.013512642,0.014666541,0.011449904,0.012642649,0.014329225,0.016062978,0.017347664,0.000906175,0.002871185,0.005580316,0.008434754,0.010757478 32 | 1976,1971,1981,0.013092263,0.015260052,0.017124517,0.018953679,0.020490524,0.000499317,0.001123649,0.002153719,0.003337004,0.004226343,-0.008488957,-0.006641888,-0.004291469,-0.002153689,0.000301685,0.010076529,0.011185765,0.012740739,0.014298404,0.015424869,0.012178553,0.013334723,0.014963996,0.016604724,0.017804182,0.013116129,0.015074283,0.017747336,0.020582393,0.022677034 33 | 1977,1972,1982,0.013463555,0.015694607,0.017598842,0.019467932,0.021044594,0.000472341,0.001093316,0.002079502,0.003220595,0.004103805,-0.007999393,-0.006176835,-0.003898561,-0.00184921,0.000524298,0.010972772,0.012053576,0.013581066,0.015120263,0.0162496,0.013043827,0.014157014,0.015735358,0.017321078,0.018490026,0.016894362,0.018712074,0.021264279,0.023796353,0.025514196 34 | 1978,1973,1983,0.013762021,0.01604545,0.01797691,0.019872957,0.02148078,0.000157677,0.00058198,0.00139138,0.002398012,0.003208072,-0.007553239,-0.005738455,-0.003460501,-0.001489031,0.000789688,0.011878217,0.012908158,0.014372293,0.015823758,0.016861953,0.013446016,0.014454957,0.015864061,0.017264633,0.018294839,0.011499214,0.013186994,0.015496797,0.017722764,0.019249103 35 | 1979,1974,1984,0.014078771,0.016418138,0.018383069,0.020310984,0.021952521,-0.002414283,-0.001592309,-0.000673732,-3.47E-05,0.00035028,-0.007210474,-0.005304109,-0.002964476,-0.001079882,0.001130729,0.012776919,0.01377717,0.01519328,0.016618846,0.017655216,0.011928807,0.012970622,0.014403512,0.015837789,0.016850398,0.025871234,0.02755398,0.029662803,0.031818223,0.033467401 36 | 1980,1975,1985,0.014443464,0.016849072,0.018857128,0.020826104,0.022505728,-0.006661901,-0.005421846,-0.003817494,-0.002164727,-0.000923819,-0.006394719,-0.004574222,-0.002373174,-0.00062951,0.00145052,0.013811528,0.01483029,0.016253741,0.017677183,0.018713429,0.008899012,0.010293543,0.012325983,0.014617703,0.016449679,0.012743473,0.014920457,0.017878767,0.020754213,0.022801878 37 | 1981,1976,1986,0.014746244,0.017207396,0.01924726,0.02124707,0.022957645,-0.009541766,-0.00810419,-0.00603708,-0.003512892,-0.001492431,-0.005364499,-0.003715733,-0.001720794,-0.0001222,0.001822579,0.014787728,0.015871776,0.017325719,0.018766635,0.019817783,0.006889614,0.008608548,0.011250473,0.014329309,0.016891401,0.000362097,0.003087062,0.00663881,0.009879006,0.012070446 38 | 1982,1977,1987,0.014917301,0.017409959,0.019460023,0.021473111,0.023202226,-0.011106503,-0.009522317,-0.007192223,-0.004210711,-0.001789175,-0.004377468,-0.002903079,-0.001105724,0.000365655,0.002178317,0.015521487,0.016700108,0.018187723,0.019666993,0.020759717,0.005963948,0.007936662,0.011003285,0.014568203,0.017483059,-0.018977057,-0.015871667,-0.011814105,-0.008072643,-0.005505876 39 | 1983,1978,1988,0.015000192,0.017507594,0.019558406,0.021579076,0.023320164,-0.01143134,-0.009745479,-0.007334538,-0.004306738,-0.001833173,-0.003773297,-0.002386205,-0.000693126,0.000706983,0.002460367,0.015985335,0.017233771,0.01872066,0.020205918,0.021309475,0.006056563,0.008165011,0.011400689,0.015082456,0.018014592,-0.012686156,-0.009541267,-0.005406424,-0.001561744,0.00107431 40 | 1984,1979,1989,0.015109298,0.017634862,0.019695294,0.021731431,0.023488074,-0.009925047,-0.008350039,-0.00614115,-0.003600038,-0.00154144,-0.003597727,-0.00219786,-0.000484583,0.000914987,0.002719966,0.016330148,0.017610487,0.019077534,0.020542873,0.021622537,0.007831607,0.009861443,0.012923758,0.016240405,0.0187492,-0.012705936,-0.009924928,-0.006201766,-0.002694765,-0.000299881 41 | 1985,1980,1990,0.015295807,0.017853094,0.019936672,0.021999048,0.023778197,-0.006411362,-0.00522807,-0.003570474,-0.001911141,-0.000846418,-0.003713875,-0.002237779,-0.000422024,0.001033879,0.002987686,0.016636081,0.017923236,0.019383659,0.020845037,0.021917992,0.01149631,0.013198968,0.015779442,0.018328839,0.020082963,-0.016728057,-0.014601037,-0.011553095,-0.008457312,-0.006233742 42 | 1986,1981,1991,0.015536986,0.018136157,0.020250681,0.022345575,0.02415187,-0.001720319,-0.001059504,-0.000332893,0.000621989,0.001712592,-0.004011117,-0.002422673,-0.00050916,0.001012124,0.003136194,0.016853428,0.018148086,0.019612226,0.021072725,0.022142908,0.016051259,0.017472629,0.019339211,0.0211987,0.022629954,-0.005827532,-0.004037255,-0.00166536,0.000730551,0.002550701 43 | 1987,1982,1992,0.015782495,0.018424061,0.020570139,0.022698012,0.024532728,0.0004253,0.000993835,0.00204197,0.003311483,0.004486199,-0.004803916,-0.002992462,-0.00073241,0.000878445,0.003172318,0.016897689,0.018204396,0.019640053,0.021035766,0.022015493,0.018842006,0.020080672,0.021703162,0.023482024,0.024915425,0.005469251,0.00736731,0.009750413,0.01207056,0.013818301 44 | 1988,1983,1993,0.015910328,0.018573576,0.020735439,0.02288311,0.024737235,-0.000698748,-0.000303412,0.000215359,0.000907284,0.001522268,-0.005749928,-0.003470206,-0.000823106,0.000972342,0.003277849,0.016522334,0.018039527,0.019610936,0.021075285,0.022096712,0.016719779,0.018236909,0.019918214,0.021438847,0.022513201,-0.005724457,-0.004111774,-0.001732947,0.000577317,0.002321473 45 | 1989,1984,1994,0.015825249,0.018470473,0.020624067,0.022773156,0.024629656,-0.008786229,-0.007268021,-0.005184917,-0.002976417,-0.001271553,-0.005778965,-0.003320435,-0.000580041,0.001313016,0.003648482,0.016402416,0.018092208,0.019759221,0.021281109,0.022332145,0.009495443,0.0115565,0.014444749,0.017477881,0.019671153,-0.001808909,0.000613179,0.004011039,0.007389733,0.009880707 46 | 1990,1985,1995,0.015540424,0.018129575,0.020263192,0.022402693,0.024247837,-0.015324391,-0.01300279,-0.009703691,-0.005679981,-0.002411887,-0.005541754,-0.002949822,-0.00015679,0.001828706,0.004198215,0.016222644,0.018087186,0.019856397,0.021451515,0.022548106,0.003149426,0.005913059,0.010035611,0.014717077,0.018453519,-0.007136635,-0.003328263,0.0014853,0.005858565,0.008883383 47 | 1991,1986,1996,0.015118888,0.017624564,0.019738571,0.021863861,0.023689298,-0.017188363,-0.014648467,-0.011051401,-0.006503282,-0.002763054,-0.005272865,-0.002524709,0.000357322,0.002478703,0.004950578,0.015951781,0.017968453,0.019890394,0.0216063,0.022790557,0.001205626,0.004208474,0.00873402,0.013940369,0.018125619,-0.008003302,-0.003764236,0.001563849,0.006324168,0.009563203 48 | 1992,1987,1997,0.014613653,0.01702087,0.019118386,0.021229276,0.023030452,-0.015757292,-0.013334192,-0.009964364,-0.005879487,-0.002506348,-0.004322695,-0.001780058,0.001061984,0.003291505,0.005938181,0.016146935,0.018113548,0.020025763,0.021848018,0.023134862,0.002824561,0.005704951,0.009990815,0.014823937,0.018589567,-0.016228064,-0.012326258,-0.007280337,-0.002676451,0.000446805 49 | 1993,1988,1998,0.01403739,0.016338507,0.018422319,0.020518397,0.022292109,-0.012179747,-0.010122967,-0.007276815,-0.004218253,-0.001823267,-0.003948222,-0.001273543,0.001637817,0.004035625,0.006794418,0.015746917,0.017887101,0.019945863,0.021920668,0.023344883,0.006062589,0.008748245,0.012563351,0.016560749,0.019438592,-0.00918637,-0.006139348,-0.001894554,0.002207213,0.005133409 50 | 1994,1989,1999,0.013541139,0.01575759,0.017820308,0.019900665,0.021650637,-0.006702948,-0.005238766,-0.003275801,-0.001316437,-0.00021589,-0.004875369,-0.001317709,0.001887735,0.004507508,0.007340131,0.014256673,0.017144414,0.019620096,0.021814363,0.023404466,0.010120423,0.012899769,0.016228536,0.019229188,0.021250683,0.005464052,0.007812744,0.011250868,0.014981606,0.018071748 51 | 1995,1990,2000,0.013293279,0.015470806,0.017498509,0.019559322,0.021291879,-0.000220716,0.000350064,0.001532706,0.003474009,0.005429933,-0.005102924,-0.001079307,0.002193856,0.004890143,0.007781668,0.013599467,0.01696349,0.019608974,0.021917151,0.023600909,0.015376035,0.018607725,0.02134166,0.024095324,0.026238155,-0.006993257,-0.004575515,-0.001356305,0.002092571,0.005417163 52 | 1996,1991,2001,0.013214593,0.015385144,0.017383003,0.01942388,0.021143432,0.002050966,0.004827596,0.008412078,0.011754748,0.014354568,-0.003451921,-0.000241896,0.002617072,0.005215744,0.008010798,0.014892912,0.017643346,0.019964995,0.022175694,0.023825728,0.02056636,0.024191307,0.028285739,0.03199962,0.034946749,-0.012224197,-0.009057196,-0.004936842,-0.000519284,0.00321783 53 | 1997,1992,2002,0.013218186,0.015398982,0.017380549,0.019406823,0.021116496,0.003579207,0.008440055,0.014484203,0.019368081,0.022734914,-0.001753606,0.000606808,0.002946468,0.005305091,0.007968892,0.016213719,0.018344337,0.020337472,0.02239671,0.023913446,0.023542826,0.028615309,0.034762092,0.039594653,0.043333698,-0.009711281,-0.00575589,-0.00061213,0.005644397,0.010812077 54 | 1998,1993,2003,0.013268039,0.015469392,0.017447123,0.019465448,0.021169159,0.003889906,0.009155245,0.015624782,0.020692746,0.024168765,-0.000730713,0.001148954,0.003065899,0.005178871,0.007652394,0.016955733,0.018754108,0.0205704,0.022526012,0.023934649,0.024351111,0.029668726,0.036184098,0.041063089,0.044882827,-0.013505645,-0.00943494,-0.004300727,0.002240757,0.007656646 55 | 1999,1994,2004,0.013323463,0.015544897,0.017528289,0.019544739,0.021246075,0.00311785,0.007297906,0.01241446,0.01670984,0.01975148,2.16E-05,0.001477387,0.003008194,0.004845525,0.007049911,0.017238748,0.018893824,0.020638023,0.022538266,0.023903639,0.023578632,0.027900833,0.033054918,0.03725557,0.040602028,-0.013724077,-0.010225443,-0.005704172,-0.000404448,0.004025326 56 | 2000,1995,2005,0.013353916,0.015589647,0.017583815,0.019602851,0.02130283,0.002265591,0.005227588,0.009032425,0.012652494,0.015189704,0.000337232,0.001429248,0.002654337,0.004249322,0.006250977,0.017081517,0.01861713,0.020366446,0.022250295,0.02363951,0.022217049,0.025370781,0.02948128,0.033104931,0.035946423,-0.017786872,-0.014815276,-0.010953743,-0.006692581,-0.0034039 57 | 2001,1996,2006,0.013359289,0.015603148,0.017609334,0.019633593,0.021333524,0.00158352,0.003570994,0.006532888,0.009560217,0.011684791,0.000422921,0.001114978,0.002077388,0.003506588,0.005472715,0.016721376,0.018129698,0.019872247,0.02174045,0.023166308,0.02061086,0.023048684,0.026555136,0.029737059,0.03220267,-0.008605353,-0.005953089,-0.002481418,0.001192666,0.003820549 58 | 2002,1997,2007,0.013365843,0.015617291,0.017635697,0.019666209,0.021367131,0.000921073,0.002192402,0.004485999,0.006945818,0.008723893,0.000213362,0.000677531,0.001486454,0.002913554,0.005045664,0.016215649,0.01754665,0.019334119,0.021333747,0.023017736,0.018880909,0.020997877,0.02402705,0.027004464,0.029288457,-0.01155931,-0.009128726,-0.005887382,-0.002617842,-0.000312634 59 | 2003,1998,2008,0.013336807,0.015588861,0.01761915,0.019656413,0.021357975,-2.10E-06,0.000971232,0.002688024,0.004612535,0.006099802,-0.000489563,3.21E-05,0.00079148,0.002228455,0.004612468,0.015586133,0.016861499,0.018622059,0.020636691,0.022414284,0.016968744,0.018853848,0.021496762,0.02431536,0.026461674,-0.007553984,-0.005215638,-0.002125239,0.000842128,0.002967528 60 | 2004,1999,2009,0.013309826,0.015562498,0.01760304,0.019646294,0.021348411,-0.000870513,-6.43E-05,0.001156404,0.002689702,0.003922414,-0.001544074,-0.000864794,-1.46E-05,0.001364556,0.003847524,0.01501489,0.016210687,0.017837798,0.019586132,0.020950252,0.014931131,0.016802416,0.019146503,0.021651656,0.023399388,-0.001926664,8.86E-05,0.002893181,0.00565722,0.00768071 61 | 2005,2000,2010,0.013346649,0.015612124,0.017662519,0.019711798,0.021417497,-0.002074339,-0.00106478,6.43E-05,0.00126847,0.002263614,-0.002328659,-0.001444824,-0.000355829,0.001093445,0.003711629,0.01491021,0.016021169,0.017528139,0.019110448,0.020289666,0.013660117,0.015402844,0.017659833,0.019941717,0.02150846,-0.005779617,-0.003922519,-0.001242059,0.001485285,0.003462619 62 | 2006,2001,2011,0.01340096,0.015682493,0.017745407,0.019802518,0.021512618,-0.00279275,-0.001769624,-0.000540605,0.000399787,0.00122606,-0.001976167,-0.001121101,3.82E-06,0.001523775,0.004305824,0.015446364,0.016511218,0.017969037,0.019545139,0.020766613,0.013602124,0.01518656,0.017381853,0.019558163,0.021083187,-0.009164581,-0.007399856,-0.004887509,-0.002319422,-0.000462422 63 | 2007,2002,2012,0.013428379,0.015720957,0.017797136,0.019862478,0.021576654,-0.00284562,-0.001928316,-0.000803607,6.06E-05,0.000706115,-0.001091234,-0.0002721,0.000839768,0.002593576,0.005550711,0.016193722,0.017291529,0.01883748,0.0206864,0.022439539,0.014330563,0.015853258,0.018027912,0.020291642,0.022114525,-0.015652695,-0.01366094,-0.011095493,-0.008570421,-0.00678144 64 | 2008,2003,2013,0.013421216,0.015718215,0.017806288,0.019879314,0.021595918,-0.002210498,-0.001509695,-0.000650609,6.14E-05,0.000621549,-0.000220721,0.000511437,0.001782739,0.003858664,0.007040577,0.016877678,0.018071401,0.019751842,0.021894768,0.024374458,0.015543332,0.017029283,0.019122677,0.021517376,0.023917342,-0.017600781,-0.015127466,-0.012413051,-0.009885044,-0.008070659 65 | 2009,2004,2014,0.013462704,0.015772438,0.017870557,0.019950981,0.021671794,-0.001094272,-0.000649822,-0.000154001,0.000402874,0.000963551,0.000558442,0.001302853,0.002672595,0.004853246,0.007796619,0.017529545,0.018871312,0.02069945,0.022982012,0.025463385,0.01711418,0.018594801,0.020597517,0.023000495,0.025449615,-0.017369299,-0.014819845,-0.012007919,-0.009376846,-0.007452829 66 | 2010,2005,2015,0.01357447,0.015909711,0.018020139,0.020110561,0.021839832,-0.000139541,0.000135284,0.000455249,0.001076532,0.001627811,0.001230928,0.002058318,0.003547281,0.00575725,0.008372788,0.018163235,0.019692549,0.021700732,0.024128097,0.026466563,0.018700718,0.020222296,0.022281094,0.024759626,0.02708835,-0.020560038,-0.018069672,-0.015177753,-0.012490244,-0.010471137 67 | 2011,2006,2016,0.013713621,0.01607855,0.018205498,0.02030968,0.022050291,0.000243519,0.000571773,0.001074367,0.001739267,0.002312301,0.001709554,0.002631586,0.004223532,0.006372397,0.008690792,0.018690292,0.020403633,0.022566728,0.02504438,0.027107671,0.019912731,0.021510835,0.023711836,0.026233853,0.028292383,-0.007964316,-0.005732731,-0.002890538,-0.000206923,0.001832607 68 | 2012,2007,2017,0.01393164,0.016340154,0.018489189,0.020612439,0.02236949,0.000324934,0.000755635,0.001352313,0.002050372,0.002638362,0.001932526,0.002969304,0.004656876,0.006828539,0.009075505,0.019107898,0.021008165,0.023300889,0.025818746,0.027746566,0.020620109,0.02236268,0.024689931,0.027272028,0.029175331,0.005692928,0.007792608,0.010659478,0.013424781,0.015525174 69 | 2013,2008,2018,0.014219978,0.01668556,0.018864513,0.021014961,0.022795323,0.000331072,0.000769274,0.001358593,0.002027544,0.002593487,0.002027462,0.00323973,0.005052067,0.007277071,0.009480002,0.019509829,0.021593925,0.024027118,0.026665226,0.028648946,0.021036719,0.022960377,0.025412065,0.028110242,0.030052425,0.011536125,0.013659328,0.01661946,0.01953248,0.02181764 70 | 2014,2009,2019,0.014532822,0.017058157,0.019274065,0.021458135,0.023267004,0.000286484,0.000663114,0.001167788,0.00174925,0.002263615,0.002239605,0.003539267,0.00541279,0.007664825,0.009853685,0.019977117,0.022189339,0.024763384,0.027546453,0.029648515,0.02131615,0.023390227,0.025957041,0.028780388,0.030837516,0.001521365,0.003776004,0.006849834,0.009788201,0.012200978 71 | 2015,2010,2020,0.014836427,0.017418184,0.019673759,0.021894831,0.023733961,7.63E-05,0.000300454,0.000636906,0.001090864,0.00152513,0.00234077,0.00375651,0.005685625,0.007948008,0.010115754,0.020332095,0.022687835,0.025396219,0.028312925,0.030533803,0.021097453,0.023396137,0.026084516,0.029022283,0.03121401,0.004068764,0.006452688,0.009647902,0.012684832,0.015181289 72 | 2016,2011,2021,0.01510346,0.017734253,0.020028275,0.022285462,0.02415385,-0.000741251,-0.000411623,-8.48E-05,0.000229263,0.000524476,0.002168765,0.003912915,0.005970132,0.00829025,0.010455428,0.020514983,0.023124464,0.025988022,0.029032542,0.031358069,0.020329032,0.02300212,0.025900684,0.02896066,0.031295244,0.010513646,0.013032414,0.016353234,0.019563569,0.022311528 73 | 2017,2012,2022,0.015332014,0.018004341,0.020333359,0.022623576,0.024518791,-0.00174638,-0.001297398,-0.000748671,-0.000283326,-5.57E-05,0.001716275,0.00394317,0.006137251,0.008530415,0.010704066,0.020460151,0.023397789,0.026421057,0.029580609,0.031989157,0.019449301,0.022491642,0.025650793,0.028844579,0.031297964,-0.004157778,-0.001510676,0.002005035,0.005561199,0.008707542 74 | 2018,2013,2023,0.0155023,0.018204783,0.020563201,0.022881732,0.024799128,-0.002041676,-0.001603788,-0.001034394,-0.000505412,-0.000201308,0.001584015,0.003928668,0.006151899,0.008542006,0.010671221,0.020435271,0.023546683,0.02665614,0.029874424,0.032323095,0.019152983,0.022342494,0.025627604,0.028894766,0.031404664,-0.01680101,-0.014112081,-0.010514104,-0.006865567,-0.003573977 75 | 2019,2014,2024,0.01562309,0.018346169,0.020728857,0.02307087,0.025006697,-0.001235189,-0.000961238,-0.000606217,-0.000259119,-7.40E-05,0.000845113,0.003559549,0.005848845,0.008185094,0.010222324,0.020046992,0.02330007,0.026464038,0.029681748,0.032120757,0.019321091,0.022604846,0.02586156,0.029103197,0.031574724,-0.013216346,-0.010450019,-0.00669912,-0.002906185,0.000482177 76 | 2020,2015,2025,0.015724426,0.018465305,0.020869329,0.023232306,0.025184845,2.71E-05,0.000110754,0.000324953,0.000624873,0.00087383,-0.001345345,0.002643318,0.005225192,0.007508731,0.009441913,0.018652136,0.022343074,0.025841747,0.029070934,0.031446493,0.019024393,0.022733881,0.026202752,0.029435333,0.031798594,-0.007442785,-0.004785077,-0.001120243,0.002778457,0.006516006 77 | -------------------------------------------------------------------------------- /data/anthropogenic_warming/Ribes_GMST_timeseries.csv: -------------------------------------------------------------------------------- 1 | time,timebound_lower,timebound_upper,natural_p05,natural_p17,natural_p50,natural_p83,natural_p95,ghg_p05,ghg_p17,ghg_p50,ghg_p83,ghg_p95,other_human_forcing_p05,other_human_forcing_p17,other_human_forcing_p50,other_human_forcing_p83,other_human_forcing_p95,total_p05,total_p17,total_p50,total_p83,total_p95,anthropogenic_p05,anthropogenic_p17,anthropogenic_p50,anthropogenic_p83,anthropogenic_p95 2 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1955.5,1955,1956,0.061,0.072,0.088,0.105,0.118,0.269,0.309,0.369,0.42,0.471,-0.363,-0.289,-0.204,-0.119,-0.069,0.147,0.188,0.253,0.309,0.354,0.056,0.101,0.165,0.224,0.266 108 | 1956.5,1956,1957,0.065,0.077,0.094,0.112,0.126,0.276,0.317,0.377,0.429,0.481,-0.369,-0.295,-0.207,-0.122,-0.07,0.158,0.199,0.264,0.321,0.367,0.058,0.106,0.17,0.23,0.273 109 | 1957.5,1957,1958,0.071,0.085,0.104,0.124,0.139,0.284,0.325,0.386,0.438,0.492,-0.375,-0.299,-0.21,-0.123,-0.073,0.174,0.213,0.279,0.337,0.382,0.061,0.11,0.175,0.236,0.281 110 | 1958.5,1958,1959,0.077,0.092,0.112,0.134,0.15,0.291,0.334,0.395,0.449,0.503,-0.381,-0.303,-0.214,-0.125,-0.075,0.187,0.227,0.293,0.352,0.397,0.066,0.115,0.181,0.242,0.288 111 | 1959.5,1959,1960,0.079,0.095,0.115,0.138,0.155,0.299,0.342,0.405,0.459,0.514,-0.387,-0.309,-0.218,-0.127,-0.075,0.195,0.237,0.302,0.362,0.407,0.071,0.12,0.187,0.249,0.295 112 | 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1965.5,1965,1966,-0.085,-0.076,-0.063,-0.052,-0.044,0.352,0.403,0.472,0.534,0.593,-0.43,-0.344,-0.245,-0.145,-0.089,0.034,0.092,0.164,0.232,0.281,0.108,0.159,0.227,0.293,0.339 118 | 1966.5,1966,1967,-0.044,-0.039,-0.033,-0.027,-0.023,0.364,0.416,0.485,0.548,0.607,-0.439,-0.35,-0.251,-0.149,-0.091,0.074,0.13,0.202,0.27,0.316,0.114,0.166,0.235,0.301,0.347 119 | 1967.5,1967,1968,-0.033,-0.03,-0.025,-0.02,-0.017,0.375,0.427,0.499,0.563,0.622,-0.445,-0.358,-0.256,-0.153,-0.094,0.093,0.146,0.218,0.286,0.333,0.121,0.173,0.243,0.31,0.355 120 | 1968.5,1968,1969,-0.013,-0.012,-0.01,-0.008,-0.007,0.386,0.44,0.513,0.578,0.637,-0.451,-0.365,-0.262,-0.158,-0.098,0.116,0.17,0.241,0.309,0.356,0.128,0.181,0.251,0.319,0.364 121 | 1969.5,1969,1970,0.006,0.007,0.008,0.01,0.011,0.397,0.452,0.527,0.594,0.653,-0.459,-0.371,-0.267,-0.161,-0.101,0.148,0.198,0.268,0.335,0.382,0.137,0.189,0.26,0.327,0.374 122 | 1970.5,1970,1971,0.016,0.019,0.023,0.027,0.031,0.41,0.465,0.542,0.611,0.67,-0.469,-0.379,-0.273,-0.167,-0.106,0.173,0.222,0.292,0.356,0.404,0.146,0.199,0.269,0.337,0.384 123 | 1971.5,1971,1972,0.014,0.017,0.021,0.025,0.028,0.422,0.479,0.558,0.627,0.688,-0.477,-0.386,-0.279,-0.172,-0.107,0.179,0.229,0.299,0.365,0.412,0.156,0.207,0.278,0.346,0.394 124 | 1972.5,1972,1973,0.019,0.022,0.027,0.032,0.036,0.435,0.494,0.574,0.643,0.706,-0.485,-0.394,-0.286,-0.176,-0.113,0.196,0.244,0.315,0.381,0.428,0.167,0.217,0.288,0.356,0.404 125 | 1973.5,1973,1974,0.027,0.032,0.039,0.046,0.052,0.449,0.51,0.59,0.66,0.725,-0.495,-0.402,-0.292,-0.182,-0.119,0.218,0.266,0.337,0.402,0.45,0.176,0.227,0.298,0.365,0.415 126 | 1974.5,1974,1975,0.029,0.034,0.042,0.05,0.056,0.464,0.526,0.607,0.679,0.745,-0.503,-0.409,-0.298,-0.186,-0.124,0.23,0.278,0.35,0.415,0.464,0.186,0.238,0.309,0.377,0.426 127 | 1975.5,1975,1976,0.01,0.012,0.015,0.018,0.02,0.479,0.542,0.624,0.698,0.764,-0.511,-0.417,-0.305,-0.192,-0.128,0.214,0.262,0.334,0.401,0.452,0.196,0.248,0.319,0.387,0.438 128 | 1976.5,1976,1977,0.012,0.015,0.018,0.021,0.024,0.494,0.557,0.642,0.716,0.784,-0.518,-0.425,-0.311,-0.198,-0.133,0.226,0.275,0.348,0.415,0.466,0.207,0.26,0.331,0.399,0.45 129 | 1977.5,1977,1978,0.021,0.025,0.03,0.036,0.041,0.511,0.574,0.66,0.736,0.805,-0.528,-0.432,-0.318,-0.203,-0.137,0.25,0.299,0.373,0.438,0.488,0.218,0.269,0.342,0.41,0.461 130 | 1978.5,1978,1979,0.032,0.038,0.046,0.055,0.062,0.527,0.591,0.679,0.756,0.825,-0.538,-0.439,-0.325,-0.207,-0.142,0.279,0.327,0.401,0.466,0.519,0.23,0.281,0.354,0.422,0.473 131 | 1979.5,1979,1980,0.043,0.051,0.062,0.074,0.083,0.543,0.607,0.698,0.777,0.846,-0.549,-0.447,-0.331,-0.212,-0.144,0.307,0.355,0.429,0.494,0.548,0.242,0.292,0.367,0.435,0.486 132 | 1980.5,1980,1981,0.048,0.057,0.07,0.083,0.093,0.558,0.625,0.717,0.798,0.869,-0.557,-0.454,-0.338,-0.217,-0.149,0.327,0.376,0.449,0.514,0.57,0.254,0.304,0.379,0.448,0.499 133 | 1981.5,1981,1982,0.05,0.06,0.073,0.087,0.097,0.574,0.642,0.737,0.82,0.892,-0.562,-0.461,-0.344,-0.222,-0.151,0.343,0.393,0.465,0.531,0.587,0.267,0.319,0.393,0.46,0.512 134 | 1982.5,1982,1983,0.033,0.039,0.048,0.057,0.064,0.591,0.66,0.757,0.842,0.915,-0.571,-0.469,-0.351,-0.228,-0.155,0.329,0.382,0.454,0.518,0.574,0.281,0.333,0.406,0.472,0.526 135 | 1983.5,1983,1984,-0.021,-0.019,-0.016,-0.013,-0.011,0.608,0.678,0.778,0.865,0.939,-0.576,-0.477,-0.357,-0.234,-0.158,0.277,0.331,0.405,0.472,0.526,0.295,0.348,0.42,0.486,0.541 136 | 1984.5,1984,1985,-0.041,-0.037,-0.031,-0.025,-0.021,0.626,0.697,0.799,0.888,0.962,-0.585,-0.486,-0.364,-0.239,-0.161,0.274,0.328,0.404,0.473,0.527,0.309,0.363,0.435,0.5,0.555 137 | 1985.5,1985,1986,-0.03,-0.027,-0.023,-0.019,-0.016,0.643,0.716,0.82,0.91,0.986,-0.595,-0.493,-0.37,-0.242,-0.164,0.299,0.352,0.427,0.494,0.551,0.324,0.378,0.45,0.515,0.57 138 | 1986.5,1986,1987,-0.022,-0.019,-0.016,-0.013,-0.011,0.661,0.736,0.841,0.933,1.01,-0.602,-0.5,-0.376,-0.247,-0.167,0.32,0.375,0.449,0.515,0.573,0.339,0.393,0.465,0.531,0.587 139 | 1987.5,1987,1988,-0.006,-0.005,-0.004,-0.004,-0.003,0.679,0.755,0.863,0.957,1.034,-0.611,-0.507,-0.382,-0.252,-0.169,0.35,0.404,0.476,0.543,0.6,0.355,0.409,0.481,0.547,0.604 140 | 1988.5,1988,1989,0.009,0.011,0.013,0.016,0.018,0.698,0.776,0.884,0.98,1.058,-0.62,-0.514,-0.387,-0.255,-0.172,0.386,0.437,0.51,0.577,0.633,0.372,0.424,0.497,0.563,0.621 141 | 1989.5,1989,1990,0.024,0.029,0.035,0.042,0.047,0.716,0.794,0.906,1.004,1.084,-0.628,-0.519,-0.393,-0.26,-0.175,0.424,0.477,0.549,0.614,0.672,0.388,0.44,0.513,0.581,0.638 142 | 1990.5,1990,1991,0.035,0.042,0.051,0.061,0.068,0.733,0.815,0.929,1.029,1.111,-0.635,-0.527,-0.398,-0.264,-0.177,0.456,0.509,0.581,0.646,0.704,0.406,0.457,0.53,0.597,0.655 143 | 1991.5,1991,1992,0.002,0.002,0.003,0.004,0.004,0.751,0.834,0.951,1.053,1.139,-0.644,-0.533,-0.403,-0.268,-0.18,0.427,0.476,0.551,0.618,0.676,0.424,0.473,0.548,0.615,0.673 144 | 1992.5,1992,1993,-0.184,-0.164,-0.137,-0.113,-0.094,0.771,0.855,0.974,1.078,1.166,-0.649,-0.539,-0.408,-0.273,-0.184,0.286,0.344,0.428,0.502,0.563,0.442,0.492,0.566,0.632,0.692 145 | 1993.5,1993,1994,-0.222,-0.198,-0.166,-0.136,-0.114,0.789,0.875,0.996,1.102,1.191,-0.655,-0.546,-0.413,-0.277,-0.188,0.271,0.331,0.418,0.497,0.555,0.459,0.51,0.584,0.65,0.709 146 | 1994.5,1994,1995,-0.176,-0.156,-0.131,-0.108,-0.09,0.805,0.896,1.019,1.126,1.217,-0.659,-0.55,-0.417,-0.281,-0.19,0.33,0.386,0.471,0.545,0.605,0.477,0.529,0.602,0.67,0.728 147 | 1995.5,1995,1996,-0.122,-0.109,-0.091,-0.075,-0.063,0.825,0.917,1.042,1.151,1.243,-0.665,-0.554,-0.421,-0.284,-0.188,0.395,0.45,0.53,0.601,0.661,0.496,0.548,0.621,0.689,0.747 148 | 1996.5,1996,1997,-0.076,-0.068,-0.057,-0.047,-0.039,0.845,0.937,1.065,1.176,1.27,-0.668,-0.561,-0.424,-0.289,-0.186,0.455,0.506,0.584,0.653,0.712,0.516,0.568,0.641,0.708,0.766 149 | 1997.5,1997,1998,-0.037,-0.033,-0.027,-0.023,-0.019,0.863,0.958,1.088,1.203,1.298,-0.672,-0.564,-0.428,-0.292,-0.187,0.505,0.558,0.633,0.7,0.76,0.535,0.588,0.66,0.728,0.786 150 | 1998.5,1998,1999,-0.001,-0.001,0,0,0,0.881,0.977,1.111,1.23,1.324,-0.675,-0.565,-0.431,-0.294,-0.188,0.555,0.609,0.68,0.748,0.805,0.556,0.609,0.68,0.748,0.806 151 | 1999.5,1999,2000,0.016,0.019,0.024,0.028,0.032,0.899,0.999,1.134,1.256,1.351,-0.683,-0.568,-0.433,-0.297,-0.188,0.602,0.653,0.725,0.792,0.849,0.578,0.629,0.701,0.769,0.826 152 | 2000.5,2000,2001,0.031,0.037,0.045,0.053,0.06,0.917,1.02,1.158,1.282,1.379,-0.686,-0.572,-0.436,-0.298,-0.188,0.644,0.695,0.766,0.835,0.892,0.599,0.65,0.722,0.789,0.847 153 | 2001.5,2001,2002,0.041,0.049,0.059,0.071,0.079,0.938,1.042,1.181,1.307,1.407,-0.691,-0.574,-0.438,-0.298,-0.187,0.681,0.73,0.802,0.869,0.929,0.618,0.672,0.743,0.81,0.869 154 | 2002.5,2002,2003,0.049,0.059,0.072,0.086,0.096,0.955,1.064,1.204,1.332,1.437,-0.696,-0.574,-0.439,-0.297,-0.185,0.712,0.763,0.836,0.903,0.961,0.637,0.694,0.765,0.833,0.891 155 | 2003.5,2003,2004,0.051,0.061,0.074,0.089,0.1,0.972,1.085,1.228,1.36,1.468,-0.7,-0.577,-0.441,-0.297,-0.183,0.739,0.786,0.861,0.929,0.985,0.66,0.714,0.787,0.855,0.913 156 | 2004.5,2004,2005,0.052,0.062,0.075,0.089,0.1,0.989,1.106,1.251,1.386,1.499,-0.705,-0.579,-0.442,-0.298,-0.182,0.762,0.81,0.884,0.951,1.007,0.684,0.737,0.809,0.876,0.934 157 | 2005.5,2005,2006,0.049,0.058,0.071,0.084,0.095,1.006,1.126,1.274,1.411,1.528,-0.71,-0.581,-0.442,-0.297,-0.178,0.78,0.828,0.902,0.97,1.025,0.705,0.76,0.832,0.9,0.955 158 | 2006.5,2006,2007,0.045,0.054,0.066,0.078,0.088,1.025,1.146,1.298,1.438,1.559,-0.713,-0.582,-0.443,-0.297,-0.174,0.8,0.846,0.921,0.987,1.042,0.725,0.782,0.855,0.923,0.978 159 | 2007.5,2007,2008,0.041,0.049,0.06,0.071,0.08,1.042,1.166,1.321,1.463,1.586,-0.716,-0.583,-0.443,-0.294,-0.17,0.819,0.863,0.938,1.004,1.059,0.751,0.805,0.878,0.946,1 160 | 2008.5,2008,2009,0.039,0.047,0.057,0.068,0.076,1.059,1.187,1.345,1.488,1.615,-0.715,-0.581,-0.442,-0.292,-0.166,0.837,0.883,0.959,1.025,1.082,0.775,0.828,0.902,0.972,1.024 161 | 2009.5,2009,2010,0.036,0.043,0.052,0.062,0.07,1.076,1.208,1.368,1.514,1.644,-0.717,-0.581,-0.442,-0.288,-0.16,0.855,0.903,0.978,1.046,1.101,0.798,0.851,0.926,0.995,1.051 162 | 2010.5,2010,2011,0.037,0.044,0.053,0.064,0.071,1.093,1.23,1.391,1.543,1.672,-0.718,-0.582,-0.441,-0.285,-0.161,0.879,0.927,1.004,1.072,1.126,0.822,0.875,0.951,1.02,1.076 163 | 2011.5,2011,2012,0.037,0.045,0.054,0.065,0.073,1.11,1.249,1.415,1.567,1.699,-0.719,-0.581,-0.44,-0.283,-0.156,0.902,0.953,1.03,1.098,1.153,0.844,0.899,0.975,1.045,1.102 164 | 2012.5,2012,2013,0.041,0.049,0.059,0.071,0.08,1.128,1.27,1.438,1.591,1.729,-0.717,-0.582,-0.438,-0.279,-0.152,0.929,0.981,1.06,1.13,1.183,0.867,0.924,1,1.071,1.127 165 | 2013.5,2013,2014,0.045,0.054,0.066,0.079,0.089,1.145,1.289,1.462,1.618,1.76,-0.717,-0.581,-0.436,-0.275,-0.149,0.959,1.012,1.092,1.163,1.217,0.89,0.948,1.026,1.096,1.151 166 | 2014.5,2014,2015,0.049,0.058,0.071,0.084,0.095,1.162,1.309,1.485,1.642,1.79,-0.715,-0.581,-0.434,-0.272,-0.146,0.988,1.042,1.122,1.193,1.249,0.915,0.974,1.051,1.122,1.176 167 | 2015.5,2015,2016,0.048,0.058,0.07,0.084,0.094,1.179,1.33,1.509,1.669,1.82,-0.72,-0.579,-0.432,-0.267,-0.141,1.013,1.067,1.147,1.22,1.274,0.94,0.999,1.077,1.148,1.201 168 | 2016.5,2016,2017,0.045,0.054,0.065,0.078,0.087,1.196,1.35,1.533,1.696,1.849,-0.721,-0.579,-0.429,-0.262,-0.136,1.032,1.088,1.169,1.243,1.296,0.963,1.023,1.103,1.174,1.229 169 | 2017.5,2017,2018,0.041,0.049,0.059,0.071,0.08,1.213,1.372,1.556,1.723,1.877,-0.719,-0.576,-0.426,-0.256,-0.128,1.05,1.107,1.189,1.264,1.317,0.989,1.047,1.13,1.202,1.258 170 | 2018.5,2018,2019,0.037,0.044,0.053,0.064,0.071,1.23,1.393,1.58,1.748,1.907,-0.72,-0.577,-0.423,-0.25,-0.119,1.067,1.126,1.21,1.285,1.341,1.012,1.073,1.156,1.229,1.289 171 | 2019.5,2019,2020,0.033,0.039,0.047,0.057,0.064,1.247,1.414,1.603,1.773,1.934,-0.717,-0.576,-0.42,-0.244,-0.112,1.085,1.147,1.231,1.306,1.366,1.036,1.098,1.183,1.258,1.319 172 | 2020.5,2020,2021,0.029,0.035,0.042,0.051,0.057,1.264,1.435,1.627,1.799,1.963,-0.718,-0.576,-0.416,-0.239,-0.109,1.104,1.168,1.253,1.33,1.392,1.059,1.126,1.21,1.288,1.35 173 | 2021.5,2021,2022,0.028,0.033,0.041,0.048,0.054,1.281,1.455,1.65,1.825,1.994,-0.716,-0.574,-0.412,-0.233,-0.106,1.125,1.192,1.278,1.357,1.421,1.084,1.153,1.238,1.317,1.381 174 | 2022.5,2022,2023,0.029,0.034,0.042,0.05,0.056,1.298,1.477,1.674,1.852,2.024,-0.712,-0.571,-0.409,-0.228,-0.096,1.151,1.22,1.307,1.388,1.453,1.11,1.178,1.265,1.347,1.413 175 | 2023.5,2023,2024,0.03,0.036,0.044,0.052,0.058,1.315,1.498,1.697,1.88,2.053,-0.711,-0.569,-0.404,-0.224,-0.084,1.177,1.247,1.336,1.42,1.485,1.135,1.203,1.293,1.376,1.444 176 | 2024.5,2024,2025,0.031,0.037,0.045,0.053,0.06,1.332,1.52,1.721,1.907,2.081,-0.713,-0.567,-0.4,-0.217,-0.077,1.204,1.274,1.365,1.45,1.519,1.158,1.23,1.321,1.405,1.477 177 | --------------------------------------------------------------------------------