diff --git a/app.py b/app.py index 15c078b..b0488e3 100644 --- a/app.py +++ b/app.py @@ -979,7 +979,7 @@ def fillin_report_text(aggData): > This algorithm runs in {} on {} {}{} {}, > which draws {:,.2f} kWh. > Based in {}{}{},{} this produces {:,.0f} g of CO2e, which is equivalent to {:.2f} tree-months - (calculated using green-algorithms.org v1.0 \[1\]). + (calculated using green-algorithms.org v1.1 \[1\]). '''.format( textRuntime, aggData['n_cores'], aggData['coreType'], suffixProcessor, aggData['coreModel'], diff --git a/data/CI_aggregated.csv b/data/CI_aggregated.csv index 1415143..6883c8c 100644 --- a/data/CI_aggregated.csv +++ b/data/CI_aggregated.csv @@ -1,125 +1,132 @@ -index,,,,in gCO2e/kWh,,"Country, Region or World" -location,continentName,countryName,regionName,carbonIntensity,source,Type -GM-BJL,Africa,"Gambia, The",Banjul,700,Energy mix (https://www.irena.org/-/media/Files/IRENA/Agency/Publication/2013/RRA_Gambia.pdf) and GHG of HFO power plants (https://www.google.com/url?sa=t&rct=j&q=&esrc=s&source=web&cd=13&cad=rja&uact=8&ved=2ahUKEwiP46WT_qjnAhXGOcAKHXnSB1AQFjAMegQIBRAB&url=https%3A%2F%2Fidbinvest.org%2Fen%2Fdownload%2F6253&usg=AOvVaw3_YnEh1UVtiuHlNyCvO4G2),Region -WORLD,World,Any,Any,475,https://www.iea.org/reports/global-energy-co2-status-report-2019/emissions,World -ZA,Africa,South Africa,Any,960.6,carbonfootprint and Climate Transparency (2018 Report),Country -CN,Asia,China,Any,623.6,carbonfootprint and Climate Transparency (2018 Report),Country -CN-HK,Asia,China,Hong Kong,770,carbonfootprint and Hong Kong Electric Company (2018) and CLP Group (2018),Region -IN,Asia,India,Any,742.9,carbonfootprint and Climate Transparency (2018 Report),Country -ID,Asia,Indonesia,Any,755.1,carbonfootprint and Climate Transparency (2018 Report),Country -JP,Asia,Japan,Any,491.6,carbonfootprint and Climate Transparency (2018 Report),Country -KR,Asia,Korea,Any,517,carbonfootprint and Climate Transparency (2018 Report),Country -AU,Oceania,Australia,Any,900,carbonfootprint and Australian Government,Country -NZ,Oceania,New Zealand,Any,105.1,carbonfootprint and Ministry for the Environment https://www.mfe.govt.nz/node/18670/,Country -SA,Asia,Saudi Arabia,Any,717.6,carbonfootprint and Climate Transparency (2018 Report),Country -TR,Asia,Turkey,Any,543.4,carbonfootprint and Climate Transparency (2018 Report),Country -AE,Asia,United Arab Emirates,Any,433.3,carbonfootprint and Dubai Electricity & Water Authority (sustainability report 2017),Country -CA,North America,Canada,Any,140,carbonfootprint and UN Framework Convention on Climate Change,Country -MX,North America,Mexico,Any,464,carbonfootprint and Climate Transparency (2018 Report),Country -US,North America,United States of America,Any,475.9,carbonfootprint and US Env Protection Agency (EPA) eGrid,Country -AR,South America,Argentina,Any,358.3,carbonfootprint and Climate Transparency (2018 Report),Country -BR,South America,Brazil,Any,92.7,carbonfootprint and Climate Transparency (2018 Report),Country -AT,Europe,Austria,Any,142,carbonfootprint and Association of Issuing Bodies (AIB),Country -BE,Europe,Belgium,Any,167,carbonfootprint and Association of Issuing Bodies (AIB),Country -BG,Europe,Bulgaria,Any,470,carbonfootprint and Association of Issuing Bodies (AIB),Country -HR,Europe,Croatia,Any,417,carbonfootprint and Association of Issuing Bodies (AIB),Country -CY,Europe,Cyprus,Any,639,carbonfootprint and Association of Issuing Bodies (AIB),Country -CZ,Europe,Czech Republic,Any,576,carbonfootprint and Association of Issuing Bodies (AIB),Country -DK,Europe,Denmark,Any,209,carbonfootprint and Association of Issuing Bodies (AIB),Country -EE,Europe,Estonia,Any,875,carbonfootprint and Association of Issuing Bodies (AIB),Country -FI,Europe,Finland,Any,143,carbonfootprint and Association of Issuing Bodies (AIB),Country -FR,Europe,France,Any,47,carbonfootprint and Association of Issuing Bodies (AIB),Country -DE,Europe,Germany,Any,469,carbonfootprint and Association of Issuing Bodies (AIB),Country -GR,Europe,Greece,Any,567,carbonfootprint and Association of Issuing Bodies (AIB),Country -HU,Europe,Hungary,Any,314,carbonfootprint and Association of Issuing Bodies (AIB),Country -IS,Europe,Iceland,Any,0,carbonfootprint and Association of Issuing Bodies (AIB),Country -IE,Europe,Ireland,Any,393,carbonfootprint and Association of Issuing Bodies (AIB),Country -IT,Europe,Italy,Any,327,carbonfootprint and Association of Issuing Bodies (AIB),Country -LV,Europe,Latvia,Any,313,carbonfootprint and Association of Issuing Bodies (AIB),Country -LT,Europe,Lithuania,Any,362,carbonfootprint and Association of Issuing Bodies (AIB),Country -LU,Europe,Luxembourg,Any,201,carbonfootprint and Association of Issuing Bodies (AIB),Country -MT,Europe,Malta,Any,761,carbonfootprint and Association of Issuing Bodies (AIB),Country -NL,Europe,Netherlands,Any,457,carbonfootprint and Association of Issuing Bodies (AIB),Country -NO,Europe,Norway,Any,11,carbonfootprint and Association of Issuing Bodies (AIB),Country -PL,Europe,Poland,Any,846,carbonfootprint and Association of Issuing Bodies (AIB),Country -PT,Europe,Portugal,Any,307,carbonfootprint and Association of Issuing Bodies (AIB),Country -RO,Europe,Romania,Any,401,carbonfootprint and Association of Issuing Bodies (AIB),Country -RU,Europe,Russian Federation,Any,330.2,carbonfootprint and Climate Transparency (2018 Report),Country -SK,Europe,Slovakia,Any,169,carbonfootprint and Association of Issuing Bodies (AIB),Country -SI,Europe,Slovenia,Any,335,carbonfootprint and Association of Issuing Bodies (AIB),Country -ES,Europe,Spain,Any,288,carbonfootprint and Association of Issuing Bodies (AIB),Country -SE,Europe,Sweden,Any,12,carbonfootprint and Association of Issuing Bodies (AIB),Country -CH,Europe,Switzerland,Any,14,carbonfootprint and Association of Issuing Bodies (AIB) https://www.carbonfootprint.com/docs/2019_06_emissions_factors_sources_for_2019_electricity.pdf ,Country -GB,Europe,United Kingdom,Any,277.3,carbonfootprint and UK Govt – Defra/BEIS,Country -US-AK,North America,United States of America,Alaska,445.2,carbonfootprint,Region -US-AL,North America,United States of America,Alabama,435.8,carbonfootprint,Region -US-AR,North America,United States of America,Arkansas,533.1,carbonfootprint,Region -US-AZ,North America,United States of America,Arizona,443.8,carbonfootprint,Region -US-CA,North America,United States of America,California,215.1,carbonfootprint,Region -US-CO,North America,United States of America,Colorado,700,carbonfootprint,Region -US-CT,North America,United States of America,Connecticut,238.5,carbonfootprint,Region -US-DC,North America,United States of America,Washington DC,229.4,carbonfootprint,Region -US-DE,North America,United States of America,Delaware,422.4,carbonfootprint,Region -US-FL,North America,United States of America,Florida,488.6,carbonfootprint,Region -US-GA,North America,United States of America,Georgia,478.5,carbonfootprint,Region -US-HI,North America,United States of America,Hawaii,734.6,carbonfootprint,Region -US-IA,North America,United States of America,Iowa,476.7,carbonfootprint,Region -US-ID,North America,United States of America,Idaho,89.7,carbonfootprint,Region -US-IL,North America,United States of America,Illinois,387.5,carbonfootprint,Region -US-IN,North America,United States of America,Indiana,866.7,carbonfootprint,Region -US-KS,North America,United States of America,Kansas,571.9,carbonfootprint,Region -US-KY,North America,United States of America,Kentucky,934.6,carbonfootprint,Region -US-LA,North America,United States of America,Louisiana,418.9,carbonfootprint,Region -US-MA,North America,United States of America,Massachusetts,393,carbonfootprint,Region -US-MD,North America,United States of America,Maryland,484.1,carbonfootprint,Region -US-ME,North America,United States of America,Maine,165.1,carbonfootprint,Region -US-MI,North America,United States of America,Michigan,525.3,carbonfootprint,Region -US-MN,North America,United States of America,Minnesota,484.5,carbonfootprint,Region -US-MO,North America,United States of America,Missouri,806.8,carbonfootprint,Region -US-MS,North America,United States of America,Mississip,447.9,carbonfootprint,Region -US-MT,North America,United States of America,Montana,596.9,carbonfootprint,Region -US-NC,North America,United States of America,North Carolina,414.4,carbonfootprint,Region -US-ND,North America,United States of America,North Dakota,795.4,carbonfootprint,Region -US-NE,North America,United States of America,Nebraska,613,carbonfootprint,Region -US-NH,North America,United States of America,New Hampshire,150.5,carbonfootprint,Region -US-NJ,North America,United States of America,New Jersey,265.8,carbonfootprint,Region -US-NM,North America,United States of America,New Mexico,749.6,carbonfootprint,Region -US-NV,North America,United States of America,Nevada,365.5,carbonfootprint,Region -US-NY,North America,United States of America,New York,221.2,carbonfootprint,Region -US-OH,North America,United States of America,Ohio,700.6,carbonfootprint,Region -US-OK,North America,United States of America,Oklahoma,497.8,carbonfootprint,Region -US-OR,North America,United States of America,Oregon,145.5,carbonfootprint,Region -US-PA,North America,United States of America,Pennsylvania,408.4,carbonfootprint,Region -US-RI,North America,United States of America,Rhode Island,414,carbonfootprint,Region -US-SC,North America,United States of America,South Carolina,300.5,carbonfootprint,Region -US-SD,North America,United States of America,South Dakota,245.3,carbonfootprint,Region -US-TN,North America,United States of America,Tennessee,474.2,carbonfootprint,Region -US-TX,North America,United States of America,Texas,503,carbonfootprint,Region -US-UT,North America,United States of America,Utah,776.1,carbonfootprint,Region -US-VA,North America,United States of America,Virginia,389,carbonfootprint,Region -US-VT,North America,United States of America,Vermont,31.7,carbonfootprint,Region -US-WA,North America,United States of America,Washington,89,carbonfootprint,Region -US-WI,North America,United States of America,Wisconsin,663.2,carbonfootprint,Region -US-WV,North America,United States of America,West Virginia,945.3,carbonfootprint,Region -US-WY,North America,United States of America,Wyoming,966.7,carbonfootprint,Region -CA-AB,North America,Canada,Alberta,800,carbonfootprint,Region -CA-BC,North America,Canada,British Columbia,9.7,carbonfootprint,Region -CA-MT,North America,Canada,Manitoba,2.1,carbonfootprint,Region -CA-NB,North America,Canada,New Brunswick,330,carbonfootprint,Region -CA-NL,North America,Canada,Newfoundland and Labrador,40,carbonfootprint,Region -CA-NS,North America,Canada,Nova Scotia,720,carbonfootprint,Region -CA-NT,North America,Canada,Northwest Territories,180,carbonfootprint,Region -CA-NU,North America,Canada,Nunavut,790,carbonfootprint,Region -CA-ON,North America,Canada,Ontario,20,carbonfootprint,Region -CA-PE,North America,Canada,Prince Edward Island,34,carbonfootprint,Region -CA-QC,North America,Canada,Quebec,1.5,carbonfootprint,Region -CA-SK,North America,Canada,Saskatchewan,710,carbonfootprint,Region -CA-YT,North America,Canada,Yukon Territory,57,carbonfootprint,Region -AU-ACT,Oceania,Australia,Australian Capital Territory,920,carbonfootprint,Region -AU-NSW,Oceania,Australia,New South Wales,920,carbonfootprint,Region -AU-NT,Oceania,Australia,Northern Territory,730,carbonfootprint,Region -AU-QLD,Oceania,Australia,Queensland,930,carbonfootprint,Region -AU-SA,Oceania,Australia,South Australia,610,carbonfootprint,Region -AU-TAS,Oceania,Australia,Tasmania,220,carbonfootprint,Region -AU-VIC,Oceania,Australia,Victoria,1170,carbonfootprint,Region -AU-WA,Oceania,Australia,Western Australia,750,carbonfootprint,Region \ No newline at end of file +index,,,,in gCO2e/kWh,,"Country, Region or World", +location,continentName,countryName,regionName,carbonIntensity,Type,source,comments +ZA,Africa,South Africa,Any,928,Country,carbonfootprint (June 2020 v1.4) and Climate Transparency (2019 Report),Emissions intensity of the power sector +CN,Asia,China,Any,555,Country,carbonfootprint (June 2020 v1.4) and Climate Transparency (2019 Report),Emissions intensity of the power sector +CN-HK,Asia,China,Hong Kong,755,Region,carbonfootprint (June 2020 v1.4) and Hong Kong Electric Company (2019) and CLP Group (2019),Combined generation and T&D factor +IN,Asia,India,Any,708,Country,carbonfootprint (June 2020 v1.4) and Climate Transparency (2019 Report),Emissions intensity of the power sector +ID,Asia,Indonesia,Any,761,Country,carbonfootprint (June 2020 v1.4) and Climate Transparency (2019 Report),Emissions intensity of the power sector +JP,Asia,Japan,Any,506,Country,carbonfootprint (June 2020 v1.4) and Climate Transparency (2019 Report),Emissions intensity of the power sector +KR,Asia,Korea,Any,500,Country,carbonfootprint (June 2020 v1.4) and Climate Transparency (2019 Report),Emissions intensity of the power sector +SG,Asia,Singapore,Any,418.8,Country,carbonfootprint (June 2020 v1.4) and Singapore Energy Market Authority (EMA),Combined generation and T&D factor +TH,Asia,Thailand,Any,497,Country,carbonfootprint (June 2020 v1.4) and Energy Policy and Planning Office (EPPO) Thai Government Ministry of Energy,Combined generation and T&D factor +AU,Oceania,Australia,Any,880,Country,carbonfootprint (June 2020 v1.4) and Australian Government,Combined generation and T&D factor +NZ,Oceania,New Zealand,Any,105.1,Country,carbonfootprint (June 2020 v1.4) and Ministry for the Environment https://www.mfe.govt.nz/node/18670/,"Emission factors published in 2019, based on 2018 national inventory which is based on 2016 data." +SA,Asia,Saudi Arabia,Any,732,Country,carbonfootprint (June 2020 v1.4) and Climate Transparency (2019 Report),Emissions intensity of the power sector +TR,Asia,Turkey,Any,481,Country,carbonfootprint (June 2020 v1.4) and Climate Transparency (2019 Report),Emissions intensity of the power sector +AE,Asia,United Arab Emirates,Any,425.8,Country,carbonfootprint (June 2020 v1.4) and Dubai Electricity & Water Authority (sustainability report 2018),Generation factor only +CA,North America,Canada,Any,130,Country,carbonfootprint (June 2020 v1.4) and UN Framework Convention on Climate Change,Combined generation and T&D factor +MX,North America,Mexico,Any,449,Country,carbonfootprint (June 2020 v1.4) and Climate Transparency (2019 Report),Emissions intensity of the power sector +US,North America,United States of America,Any,453.22,Country,carbonfootprint (June 2020 v1.4) and US Env Protection Agency (EPA) eGrid,Combined generation and T&D factor +AR,South America,Argentina,Any,313,Country,carbonfootprint (June 2020 v1.4) and Climate Transparency (2019 Report),Emissions intensity of the power sector +BR,South America,Brazil,Any,74,Country,carbonfootprint (June 2020 v1.4) and Climate Transparency (2019 Report),Emissions intensity of the power sector +AT,Europe,Austria,Any,132.86,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor +BE,Europe,Belgium,Any,153.13,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor +BG,Europe,Bulgaria,Any,437.37,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor +HR,Europe,Croatia,Any,273.15,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor +CY,Europe,Cyprus,Any,677.29,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor +CZ,Europe,Czech Republic,Any,544.65,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor +DK,Europe,Denmark,Any,154.44,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor +EE,Europe,Estonia,Any,723.28,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor +FI,Europe,Finland,Any,136.22,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor +FR,Europe,France,Any,38.95,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor +DE,Europe,Germany,Any,378.62,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor +GR,Europe,Greece,Any,549.01,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor +HU,Europe,Hungary,Any,252.98,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor +IS,Europe,Iceland,Any,0.11,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor +IE,Europe,Ireland,Any,348.04,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor +IT,Europe,Italy,Any,338.54,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor +LV,Europe,Latvia,Any,303.33,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor +LT,Europe,Lithuania,Any,149.13,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor +LU,Europe,Luxembourg,Any,139.39,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor +MT,Europe,Malta,Any,370.6,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor +NL,Europe,Netherlands,Any,452.07,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor +NO,Europe,Norway,Any,11.18,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor +PL,Europe,Poland,Any,791.07,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor +PT,Europe,Portugal,Any,252.55,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor +RO,Europe,Romania,Any,310.11,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor +RU,Europe,Russian Federation,Any,325,Country,carbonfootprint (June 2020 v1.4) and Climate Transparency (2019 Report),Emissions intensity of the power sector +RS,Europe,Serbia,Any,762.53,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor +SK,Europe,Slovakia,Any,151.1,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor +SI,Europe,Slovenia,Any,243.85,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor +ES,Europe,Spain,Any,220.26,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor +SE,Europe,Sweden,Any,11.89,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB),Production mix factor +CH,Europe,Switzerland,Any,11.82,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB) ,Production mix factor +GB,Europe,United Kingdom,Any,253.19,Country,carbonfootprint (June 2020 v1.4) and Association of Issuing Bodies (AIB) ,Generation & transmission & distribution factors +US-AK,North America,United States of America,Alaska,435.97,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +US-AL,North America,United States of America,Alabama,414.05,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +US-AR,North America,United States of America,Arkansas,581.39,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +US-AZ,North America,United States of America,Arizona,463.3,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +US-CA,North America,United States of America,California,201.13,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +US-CO,North America,United States of America,Colorado,653.44,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +US-CT,North America,United States of America,Connecticut,243,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +US-DC,North America,United States of America,Washington DC,209.81,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +US-DE,North America,United States of America,Delaware,429.41,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +US-FL,North America,United States of America,Florida,451.98,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +US-GA,North America,United States of America,Georgia,444.38,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +US-HI,North America,United States of America,Hawaii,729.13,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +US-IA,North America,United States of America,Iowa,513.78,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +US-ID,North America,United States of America,Idaho,76.59,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +US-IL,North America,United States of America,Illinois,390.38,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +US-IN,North America,United States of America,Indiana,833.82,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +US-KS,North America,United States of America,Kansas,475.25,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +US-KY,North America,United States of America,Kentucky,875.34,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +US-LA,North America,United States of America,Louisiana,400.26,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +US-MA,North America,United States of America,Massachusetts,349.97,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +US-MD,North America,United States of America,Maryland,401.15,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +US-ME,North America,United States of America,Maine,127.86,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +US-MI,North America,United States of America,Michigan,532.1,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +US-MN,North America,United States of America,Minnesota,478.4,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +US-MO,North America,United States of America,Missouri,816.85,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +US-MS,North America,United States of America,Mississip,438.49,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +US-MT,North America,United States of America,Montana,555.56,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +US-NC,North America,United States of America,North Carolina,383.42,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +US-ND,North America,United States of America,North Dakota,723.33,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +US-NE,North America,United States of America,Nebraska,675.98,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +US-NH,North America,United States of America,New Hampshire,145.82,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +US-NJ,North America,United States of America,New Jersey,239.47,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +US-NM,North America,United States of America,New Mexico,638.7,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +US-NV,North America,United States of America,Nevada,355.76,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +US-NY,North America,United States of America,New York,199.61,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +US-OH,North America,United States of America,Ohio,634.21,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +US-OK,North America,United States of America,Oklahoma,426.03,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +US-OR,North America,United States of America,Oregon,149.7,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +US-PA,North America,United States of America,Pennsylvania,376.21,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +US-RI,North America,United States of America,Rhode Island,414.27,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +US-SC,North America,United States of America,South Carolina,302.63,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +US-SD,North America,United States of America,South Dakota,247.96,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +US-TN,North America,United States of America,Tennessee,356.85,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +US-TX,North America,United States of America,Texas,468.98,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +US-UT,North America,United States of America,Utah,766.79,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +US-VA,North America,United States of America,Virginia,354.25,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +US-VT,North America,United States of America,Vermont,27.38,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +US-WA,North America,United States of America,Washington,95.34,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +US-WI,North America,United States of America,Wisconsin,665.83,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +US-WV,North America,United States of America,West Virginia,935.4,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +US-WY,North America,United States of America,Wyoming,983.3,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +CA-AB,North America,Canada,Alberta,680,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +CA-BC,North America,Canada,British Columbia,12.8,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +CA-MT,North America,Canada,Manitoba,1.4,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +CA-NB,North America,Canada,New Brunswick,400,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +CA-NL,North America,Canada,Newfoundland and Labrador,27,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +CA-NS,North America,Canada,Nova Scotia,760,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +CA-NT,North America,Canada,Northwest Territories,160,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +CA-NU,North America,Canada,Nunavut,890,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +CA-ON,North America,Canada,Ontario,30,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +CA-PE,North America,Canada,Prince Edward Island,14,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +CA-QC,North America,Canada,Quebec,1.7,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +CA-SK,North America,Canada,Saskatchewan,710,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +CA-YT,North America,Canada,Yukon Territory,79,Region,carbonfootprint (June 2020 v1.4),Figures from 2018 (published in 2020) +AU-ACT,Oceania,Australia,Australian Capital Territory,900,Region,carbonfootprint (June 2020 v1.4),Figures from 2017/18 (published in 2019) +AU-NSW,Oceania,Australia,New South Wales,900,Region,carbonfootprint (June 2020 v1.4),Figures from 2017/18 (published in 2019) +AU-NT,Oceania,Australia,Northern Territory,710,Region,carbonfootprint (June 2020 v1.4),Figures from 2017/18 (published in 2019) +AU-NT2,Oceania,Australia,Northern Territory (Darwin Katherine Interconnected System),550,Region,carbonfootprint (June 2020 v1.4),Figures from 2017/18 (published in 2019) +AU-QLD,Oceania,Australia,Queensland,930,Region,carbonfootprint (June 2020 v1.4),Figures from 2017/18 (published in 2019) +AU-SA,Oceania,Australia,South Australia,540,Region,carbonfootprint (June 2020 v1.4),Figures from 2017/18 (published in 2019) +AU-TAS,Oceania,Australia,Tasmania,170,Region,carbonfootprint (June 2020 v1.4),Figures from 2017/18 (published in 2019) +AU-VIC,Oceania,Australia,Victoria,1120,Region,carbonfootprint (June 2020 v1.4),Figures from 2017/18 (published in 2019) +AU-WA1,Oceania,Australia,Western Australia (North Western Interconnected System),590,Region,carbonfootprint (June 2020 v1.4),Figures from 2017/18 (published in 2019) +AU-WA2,Oceania,Australia,Western Australia (South West Interconnected System),730,Region,carbonfootprint (June 2020 v1.4),Figures from 2017/18 (published in 2019) +GM-BJL,Africa,"Gambia, The",Banjul,700,Region,Energy mix (https://www.irena.org/-/media/Files/IRENA/Agency/Publication/2013/RRA_Gambia.pdf) and GHG of HFO power plants (https://www.google.com/url?sa=t&rct=j&q=&esrc=s&source=web&cd=13&cad=rja&uact=8&ved=2ahUKEwiP46WT_qjnAhXGOcAKHXnSB1AQFjAMegQIBRAB&url=https%3A%2F%2Fidbinvest.org%2Fen%2Fdownload%2F6253&usg=AOvVaw3_YnEh1UVtiuHlNyCvO4G2), +WORLD,World,Any,Any,475,World,https://www.iea.org/reports/global-energy-co2-status-report-2019/emissions, +TW,Asia,China,Taiwan,509,Region,https://energypedia.info/wiki/Energy_Transition_in_Taiwan, +IL,Asia,Israel,Any,580,Country,https://www.electricitymap.org (06/10/2020), \ No newline at end of file diff --git a/data/TDP_cpu.csv b/data/TDP_cpu.csv index f076e5f..d2ebcd9 100644 --- a/data/TDP_cpu.csv +++ b/data/TDP_cpu.csv @@ -2,6 +2,7 @@ index,in Watt,,, model,TDP,n_cores,TDP_per_core,source A8-7680,45,4,11.3,https://www.techpowerup.com/cpu-specs/ A9-9425 SoC,15,2,7.5,https://www.techpowerup.com/cpu-specs/ +AMD EPYC 7251,120,8,15.0,https://www.amd.com/en/products/cpu/amd-epyc-7251 Any,,,12.0, Athlon 3000G,35,2,17.5,https://www.techpowerup.com/cpu-specs/ Core 2 Quad Q6600,95,4,23.8,https://www.techpowerup.com/cpu-specs/ @@ -54,19 +55,23 @@ Ryzen Threadripper 3990X,280,64,4.4,https://www.techpowerup.com/cpu-specs/ Xeon E5-2665,115,8,14.4,https://ark.intel.com/content/www/us/en/ark/products/64597/intel-xeon-processor-e5-2665-20m-cache-2-40-ghz-8-00-gt-s-intel-qpi.html Xeon E5-2680 v3,120,12,10.0,https://www.intel.co.uk/content/www/uk/en/products/processors/xeon/e5-processors/e5-2680-v3.html Xeon E5-2683 v4,120,16,7.5,https://www.intel.co.uk/content/www/uk/en/products/processors/xeon/e5-processors/e5-2683-v4.html +Xeon E5-2690 v2,130,10,13.0,https://ark.intel.com/content/www/us/en/ark/products/75279/intel-xeon-processor-e5-2690-v2-25m-cache-3-00-ghz.html Xeon E5-2690 v3,135,12,11.3,https://ark.intel.com/content/www/us/en/ark/products/81713/intel-xeon-processor-e5-2690-v3-30m-cache-2-60-ghz.html +Xeon E5-2695 v4,120,18,6.7,https://ark.intel.com/content/www/us/en/ark/products/91316/intel-xeon-processor-e5-2695-v4-45m-cache-2-10-ghz.html +Xeon E5-2697 v4,145,18,8.1,https://ark.intel.com/content/www/us/en/ark/products/91755/intel-xeon-processor-e5-2697-v4-45m-cache-2-30-ghz.html +Xeon E5-4610 v4,105,10,10.5,https://ark.intel.com/content/www/us/en/ark/products/93812/intel-xeon-processor-e5-4610-v4-25m-cache-1-80-ghz.html +Xeon E5-4620,95,8,11.9,https://ark.intel.com/content/www/us/en/ark/products/64607/intel-xeon-processor-e5-4620-16m-cache-2-20-ghz-7-20-gt-s-intel-qpi.html Xeon E5-4650L,115,8,14.4,https://ark.intel.com/content/www/us/en/ark/products/64606/intel-xeon-processor-e5-4650l-20m-cache-2-60-ghz-8-00-gt-s-intel-qpi.html Xeon E7-8867 v3,165,16,10.3,https://ark.intel.com/content/www/us/en/ark/products/84681/intel-xeon-processor-e7-8867-v3-45m-cache-2-50-ghz.html Xeon Gold 6142,150,16,9.4,https://ark.intel.com/content/www/us/en/ark/products/120487/intel-xeon-gold-6142-processor-22m-cache-2-60-ghz.html Xeon Gold 6148,150,20,7.5,https://ark.intel.com/content/www/us/en/ark/products/120489/intel-xeon-gold-6148-processor-27-5m-cache-2-40-ghz.html Xeon L5640 ,60,6,10.0,https://ark.intel.com/content/www/us/en/ark/products/47926/intel-xeon-processor-l5640-12m-cache-2-26-ghz-5-86-gt-s-intel-qpi.html +Xeon Phi 5110P,225,60,3.8,https://ark.intel.com/content/www/us/en/ark/products/71992/intel-xeon-phi-coprocessor-5110p-8gb-1-053-ghz-60-core.html Xeon Platinum 9282,400,56,7.1,https://www.techpowerup.com/cpu-specs/ Xeon X3430,95,4,23.8,https://ark.intel.com/content/www/us/en/ark/products/42927/intel-xeon-processor-x3430-8m-cache-2-40-ghz.html Xeon X5660,95,6,15.8,https://ark.intel.com/content/www/us/en/ark/products/47921/intel-xeon-processor-x5660-12m-cache-2-80-ghz-6-40-gt-s-intel-qpi.html -Xeon E5-4620,95,8,11.9,https://ark.intel.com/content/www/us/en/ark/products/64607/intel-xeon-processor-e5-4620-16m-cache-2-20-ghz-7-20-gt-s-intel-qpi.html -Xeon E5-2690 v2,130,10,13.0,https://ark.intel.com/content/www/us/en/ark/products/75279/intel-xeon-processor-e5-2690-v2-25m-cache-3-00-ghz.html -Xeon Phi 5110P,225,60,3.8,https://ark.intel.com/content/www/us/en/ark/products/71992/intel-xeon-phi-coprocessor-5110p-8gb-1-053-ghz-60-core.html -Xeon E5-4610 v4,105,10,10.5,https://ark.intel.com/content/www/us/en/ark/products/93812/intel-xeon-processor-e5-4610-v4-25m-cache-1-80-ghz.html -Xeon E5-2695 v4,120,18,6.7,https://ark.intel.com/content/www/us/en/ark/products/91316/intel-xeon-processor-e5-2695-v4-45m-cache-2-10-ghz.html -Xeon E5-2697 v4,145,18,8.1,https://ark.intel.com/content/www/us/en/ark/products/91755/intel-xeon-processor-e5-2697-v4-45m-cache-2-30-ghz.html -AMD EPYC 7251,120,8,15.0,https://www.amd.com/en/products/cpu/amd-epyc-7251 \ No newline at end of file +Xeon E7-8880 v4,150,22,6.8,https://www.intel.co.uk/content/www/uk/en/products/processors/xeon/e7-processors/e7-8880-v4.html +Xeon E5-2699 v4,145,22,6.6,https://ark.intel.com/content/www/us/en/ark/products/91317/intel-xeon-processor-e5-2699-v4-55m-cache-2-20-ghz.html +Xeon E5-2699 v3,145,18,8.1,https://ark.intel.com/content/www/us/en/ark/products/81061/intel-xeon-processor-e5-2699-v3-45m-cache-2-30-ghz.html +Xeon E5-2670 v2,115,10,11.5,https://ark.intel.com/content/www/us/en/ark/products/75275/intel-xeon-processor-e5-2670-v2-25m-cache-2-50-ghz.html +Xeon E5-2670,115,8,14.4,https://ark.intel.com/content/www/us/en/ark/products/64595/intel-xeon-processor-e5-2670-20m-cache-2-60-ghz-8-00-gt-s-intel-qpi.html \ No newline at end of file diff --git a/data/referenceValues.csv b/data/referenceValues.csv index 9a98cab..bed7266 100644 --- a/data/referenceValues.csv +++ b/data/referenceValues.csv @@ -3,11 +3,12 @@ variable,value,source memoryPower,0.3725,"in W/GB from http://dl.acm.org/citation.cfm?doid=3076113.3076117 and https://www.tomshardware.com/uk/reviews/intel-core-i7-5960x-haswell-e-cpu,3918-13.html" passengerCar_EU_perkm,175,in gCO2/km from http://www.sciencedirect.com/science/article/pii/S1352231018307295 and https://www.gov.uk/government/publications/greenhouse-gas-reporting-conversion-factors-2019 passengerCar_US_perkm,251,in gCO2/km from https://www.epa.gov/greenvehicles/greenhouse-gas-emissions-typical-passenger-vehicle -train_perkm,41,in gCO2/km from https://www.gov.uk/government/publications/greenhouse-gas-reporting-conversion-factors-2019 -flight_economy_perkm,145,in gCO2/km from https://www.gov.uk/government/publications/greenhouse-gas-reporting-conversion-factors-2019 -treeYear,11400,in gCO2/tree/year from http://www.sciencedirect.com/science/article/pii/S0269749101002640 +train_perkm,41,"in gCO2/km, but more like 5-37g, from https://www.gov.uk/government/publications/greenhouse-gas-reporting-conversion-factors-2020" +flight_economy_perkm,171,"in gCO2/km, but more like 139-244g, from https://www.gov.uk/government/publications/greenhouse-gas-reporting-conversion-factors-2020" +treeYear,11000,in gCO2/tree/year from http://www.sciencedirect.com/science/article/pii/S0269749101002640 flight_NY-SF,570000,gCO2e from https://calculator.carbonfootprint.com/calculator.aspx?tab=3 flight_PAR-LON,50000,gCO2e from https://calculator.carbonfootprint.com/calculator.aspx?tab=3 flight_NYC-MEL,2310000,gCO2e from https://calculator.carbonfootprint.com/calculator.aspx?tab=3 streaming_netflix_perhour,86,gCO2 from https://www.carbonbrief.org/factcheck-what-is-the-carbon-footprint-of-streaming-video-on-netflix -google_search,10,gCO2 from http://www.janavirgin.com/CO2/CO2GLE_about.html \ No newline at end of file +google_search,10,gCO2 from http://www.janavirgin.com/CO2/CO2GLE_about.html +tree_month,917,gCO2 same source as treeYear \ No newline at end of file diff --git a/html_layout.py b/html_layout.py index 26c4928..67b9ebf 100644 --- a/html_layout.py +++ b/html_layout.py @@ -276,6 +276,7 @@ def create_appLayout(platformType_options, html.Div( [ html.Img( + # TODO: make icon GHG not CO2 only src=os.path.join(image_dir, 'logo_co2.svg'), id="logo_co2", className="style-icon", @@ -292,7 +293,7 @@ def create_appLayout(platformType_options, ), html.P( - "Carbon emissions", + "Carbon footprint", ) ], className='caption-icons' @@ -497,7 +498,7 @@ def create_appLayout(platformType_options, "Carbon dioxide equivalent" (CO2e) measures the global warming potential of a mixture of greenhouse gases. __It represents the quantity of CO2 that would have - the same impact on the environment__ as the mix of interest + the same impact on global warming__ as the mix of interest and is used as a standardised unit to assess the environmental impact of human activities. ''') @@ -513,7 +514,7 @@ def create_appLayout(platformType_options, It's the amount of CO2 sequestered by a tree in a month. __We use it to measure how long it would take to a mature tree to absorb the CO2 emitted by an algorithm.__ - We use the value of 11.4 kg CO2/year, which is roughly 1kg CO2/month. + We use the value of 11 kg CO2/year, which is roughly 1kg CO2/month. '''), ], className='container' @@ -548,7 +549,7 @@ def create_appLayout(platformType_options, dcc.Markdown(''' The main factor impacting your footprint is the location of your servers: - the same algorithm will emit __64 times more__ CO2e + the same algorithm will emit __74 times more__ CO2e if ran in Australia compared to Switzerland. Although it's not always the case, many cloud providers offer the option to select a datacentre. @@ -703,7 +704,7 @@ def create_appLayout(platformType_options, dcc.Markdown(''' _Lannelongue, L., Grealey, J. & Inouye, M., - __Green Algorithms: Quantifying the carbon emissions of computation__. + __Green Algorithms: Quantifying the carbon footprint of computation__. [arXiv:2007.07610](https://arxiv.org/abs/2007.07610) (2020)._ '''), ],