Merge pull request #80 from Snailed/feature/update-pue-and-default-em…

…issions

Update pue and default emissions

carbontracker/constants.py

@@ -9,6 +9,10 @@
 # https://uptimeinstitute.com/uptime_assets/6768eca6a75d792c8eeede827d76de0d0380dee6b5ced20fde45787dd3688bfe-2022-data-center-industry-survey-en.pdf
 PUE_2022 = 1.55
 
+# https://journal.uptimeinstitute.com/global-pues-are-they-going-anywhere/
+PUE_2023 = 1.58
+
 # World-wide average carbon intensity of electricity production in 2019.
 # https://www.iea.org/reports/global-energy-co2-status-report-2019/emissions
-WORLD_2019_CARBON_INTENSITY = 475
+# 2024 update: Now uses number from https://www.statista.com/statistics/943137/global-emissions-intensity-power-sector-by-country/
+WORLD_2019_CARBON_INTENSITY = 481

carbontracker/data/carbon-intensities.csv

@@ -1,188 +1,190 @@
 alpha-2,Entity,Code,Year,Carbon intensity of electricity (gCO2/kWh)
-AE,United Arab Emirates,ARE,2020,427.86282
-AF,Afghanistan,AFG,2020,115.38463
-AG,Antigua and Barbuda,ATG,2020,687.5
-AL,Albania,ALB,2020,24.482107
-AM,Armenia,ARM,2021,206.94258
-AO,Angola,AGO,2020,168.86728
-AR,Argentina,ARG,2021,347.29196
-AS,American Samoa,ASM,2020,733.3333
-AT,Austria,AUT,2021,81.25418
-AU,Australia,AUS,2021,486.25497
-AW,Aruba,ABW,2020,579.5454
-AZ,Azerbaijan,AZE,2021,481.51907
-BA,Bosnia and Herzegovina,BIH,2021,478.45804
-BB,Barbados,BRB,2020,670.103
-BD,Bangladesh,BGD,2021,446.66843
-BE,Belgium,BEL,2021,139.7274
-BF,Burkina Faso,BFA,2020,631.25
-BG,Bulgaria,BGR,2021,419.39273
-BH,Bahrain,BHR,2020,489.95312
-BI,Burundi,BDI,2021,312.5
-BJ,Benin,BEN,2020,652.17395
-BR,Brazil,BRA,2021,141.77426
-BS,Bahamas,BHS,2020,698.49243
-BT,Bhutan,BTN,2020,23.463686
-BW,Botswana,BWA,2020,800.0
-BY,Belarus,BLR,2021,443.62558
-BZ,Belize,BLZ,2020,474.57626
-CA,Canada,CAN,2021,118.99668
-CF,Central African Republic,CAF,2020,0.0
-CG,Congo,COG,2020,364.14563
-CH,Switzerland,CHE,2021,57.772644
-CK,Cook Islands,COK,2020,500.0
-CL,Chile,CHL,2021,374.46323
-CM,Cameroon,CMR,2020,243.7071
-CN,China,CHN,2021,541.3317
-CO,Colombia,COL,2020,192.62947
-CR,Costa Rica,CRI,2021,30.903326
-CU,Cuba,CUB,2020,575.9049
-CY,Cyprus,CYP,2021,587.49805
-CZ,Czechia,CZE,2021,412.24548
-DE,Germany,DEU,2021,352.42252
-DJ,Djibouti,DJI,2020,800.0
-DK,Denmark,DNK,2021,149.74605
-DM,Dominica,DMA,2020,500.0
-DO,Dominican Republic,DOM,2020,605.7243
-DZ,Algeria,DZA,2020,449.74878
-EC,Ecuador,ECU,2021,137.54825
-EE,Estonia,EST,2021,739.8695
-EG,Egypt,EGY,2021,389.0191
+AE,United Arab Emirates,ARE,2022,561.1348
+AF,Afghanistan,AFG,2022,132.53012
+AG,Antigua and Barbuda,ATG,2022,611.1111
+AL,Albania,ALB,2022,24.285715
+AM,Armenia,ARM,2022,264.53815
+AO,Angola,AGO,2022,174.73436
+AR,Argentina,ARG,2023,354.10287
+AS,American Samoa,ASM,2022,611.1111
+AT,Austria,AUT,2023,110.81243
+AU,Australia,AUS,2023,548.69226
+AW,Aruba,ABW,2022,561.2245
+AZ,Azerbaijan,AZE,2022,671.38904
+BA,Bosnia and Herzegovina,BIH,2023,600.00006
+BB,Barbados,BRB,2022,605.5046
+BD,Bangladesh,BGD,2023,691.4112
+BE,Belgium,BEL,2023,138.1068
+BF,Burkina Faso,BFA,2022,467.5325
+BG,Bulgaria,BGR,2023,335.3338
+BH,Bahrain,BHR,2022,904.6145
+BI,Burundi,BDI,2022,250.00002
+BJ,Benin,BEN,2022,584.0708
+BM,Bermuda,BMU,2022,650.79364
+BR,Brazil,BRA,2023,98.34824
+BS,Bahamas,BHS,2022,660.0986
+BT,Bhutan,BTN,2022,23.333334
+BW,Botswana,BWA,2022,847.9087
+BY,Belarus,BLR,2022,441.74
+BZ,Belize,BLZ,2022,225.80646
+CA,Canada,CAN,2023,170.04251
+CF,Central African Republic,CAF,2022,0.0
+CG,Congo,COG,2022,700.0
+CH,Switzerland,CHE,2023,34.842716
+CK,Cook Islands,COK,2022,250.0
+CL,Chile,CHL,2023,291.1135
+CM,Cameroon,CMR,2022,305.4187
+CN,China,CHN,2023,582.31696
+CO,Colombia,COL,2023,259.51117
+CR,Costa Rica,CRI,2023,53.377815
+CU,Cuba,CUB,2022,637.6096
+CY,Cyprus,CYP,2023,534.3229
+CZ,Czechia,CZE,2023,449.72433
+DE,Germany,DEU,2023,380.95047
+DJ,Djibouti,DJI,2022,692.3078
+DK,Denmark,DNK,2023,151.6503
+DM,Dominica,DMA,2022,529.4118
+DO,Dominican Republic,DOM,2022,580.7799
+DZ,Algeria,DZA,2022,634.611
+EC,Ecuador,ECU,2023,150.22354
+EE,Estonia,EST,2023,416.6667
+EG,Egypt,EGY,2023,570.30554
 EH,Western Sahara,ESH,2009,666.6666
-ER,Eritrea,ERI,2020,659.0909
-ES,Spain,ESP,2021,169.03445
-ET,Ethiopia,ETH,2020,25.441698
-FI,Finland,FIN,2021,68.833595
-FJ,Fiji,FJI,2020,292.92926
-FR,France,FRA,2021,58.4792
-GA,Gabon,GAB,2020,294.91525
-GB,United Kingdom,GBR,2021,264.5091
-GD,Grenada,GRD,2020,700.0
-GE,Georgia,GEO,2021,111.374405
-GF,French Guiana,GUF,2020,350.51547
-GH,Ghana,GHA,2020,355.04724
-GL,Greenland,GRL,2020,118.644066
-GM,Gambia,GMB,2020,689.65515
-GN,Guinea,GIN,2020,175.0
-GP,Guadeloupe,GLP,2020,588.6076
-GQ,Equatorial Guinea,GNQ,2020,628.31854
-GR,Greece,GRC,2021,430.25867
-GT,Guatemala,GTM,2020,332.0158
-GU,Guam,GUM,2020,670.58826
-GW,Guinea-Bissau,GNB,2020,750.0
-GY,Guyana,GUY,2020,636.3636
-HK,Hong Kong,HKG,2020,644.89954
-HN,Honduras,HND,2020,358.64594
-HR,Croatia,HRV,2021,131.26709
-HT,Haiti,HTI,2020,606.383
-HU,Hungary,HUN,2021,195.50255
-ID,Indonesia,IDN,2020,624.6789
-IE,Ireland,IRL,2021,381.08688
-IL,Israel,ISR,2020,527.77277
-IN,India,IND,2021,626.0071
-IQ,Iraq,IRQ,2020,419.7325
-IS,Iceland,ISL,2020,28.75471
-IT,Italy,ITA,2021,222.8387
-JM,Jamaica,JAM,2020,532.3383
-JO,Jordan,JOR,2020,432.20337
-JP,Japan,JPN,2021,416.4962
-KE,Kenya,KEN,2021,112.37928
-KG,Kyrgyzstan,KGZ,2020,91.52752
-KH,Cambodia,KHM,2020,423.52942
-KI,Kiribati,KIR,2020,666.6667
-KM,Comoros,COM,2020,692.3078
-KN,Saint Kitts and Nevis,KNA,2020,666.6667
-KW,Kuwait,KWT,2020,438.1219
-KY,Cayman Islands,CYM,2020,681.1594
-KZ,Kazakhstan,KAZ,2021,654.9424
-LB,Lebanon,LBN,2020,544.89166
-LC,Saint Lucia,LCA,2020,696.9697
-LK,Sri Lanka,LKA,2020,439.22418
-LR,Liberia,LBR,2020,292.13483
-LS,Lesotho,LSO,2020,20.0
-LT,Lithuania,LTU,2021,209.03082
-LU,Luxembourg,LUX,2021,0.0
-LV,Latvia,LVA,2021,171.61119
-LY,Libya,LBY,2020,496.51044
-MA,Morocco,MAR,2020,571.06445
-ME,Montenegro,MNE,2021,350.6849
-MG,Madagascar,MDG,2020,452.8302
-MK,North Macedonia,MKD,2021,349.11407
-ML,Mali,MLI,2020,465.625
-MM,Myanmar,MMR,2020,311.10156
-MN,Mongolia,MNG,2021,725.97406
-MO,Macao,MAC,2020,482.14288
-MQ,Martinique,MTQ,2020,653.5948
-MR,Mauritania,MRT,2020,522.7273
-MS,Montserrat,MSR,2020,1000.0
-MT,Malta,MLT,2021,406.50406
-MU,Mauritius,MUS,2020,613.1387
-MV,Maldives,MDV,2020,701.7544
-MW,Malawi,MWI,2020,113.20756
-MX,Mexico,MEX,2021,373.80746
-MY,Malaysia,MYS,2021,541.00055
-MZ,Mozambique,MOZ,2020,129.77527
-NA,Namibia,NAM,2020,56.603775
-NC,New Caledonia,NCL,2020,640.0
-NE,Niger,NER,2020,675.00006
-NG,Nigeria,NGA,2020,395.2415
-NI,Nicaragua,NIC,2020,343.34766
-NL,Netherlands,NLD,2021,328.90408
-NO,Norway,NOR,2021,25.080723
-NP,Nepal,NPL,2020,22.653723
-NR,Nauru,NRU,2020,750.0
-NZ,New Zealand,NZL,2021,135.98497
-OM,Oman,OMN,2020,440.53098
-PA,Panama,PAN,2020,183.39417
-PE,Peru,PER,2021,233.97925
-PF,French Polynesia,PYF,2020,469.69696
-PG,Papua New Guinea,PNG,2020,563.6793
-PH,Philippines,PHL,2021,544.3023
-PK,Pakistan,PAK,2021,295.77448
-PL,Poland,POL,2021,727.7765
-PM,Saint Pierre and Miquelon,SPM,2020,800.0
-PR,Puerto Rico,PRI,2020,664.7727
-PT,Portugal,PRT,2021,181.10257
-PY,Paraguay,PRY,2020,23.915686
-QA,Qatar,QAT,2020,442.76172
-RO,Romania,ROU,2021,252.84236
-RS,Serbia,SRB,2021,545.552
-RW,Rwanda,RWA,2020,289.15662
-SA,Saudi Arabia,SAU,2021,568.50006
-SB,Solomon Islands,SLB,2020,700.0
-SC,Seychelles,SYC,2020,698.1133
-SD,Sudan,SDN,2020,259.31232
-SE,Sweden,SWE,2021,11.770537
-SG,Singapore,SGP,2021,463.89664
-SI,Slovenia,SVN,2021,250.87906
-SK,Slovakia,SVK,2021,100.85782
-SL,Sierra Leone,SLE,2020,47.61905
-SN,Senegal,SEN,2021,534.4203
-SO,Somalia,SOM,2020,648.6486
-SR,Suriname,SUR,2020,298.7013
-SS,South Sudan,SSD,2020,698.1133
-ST,Sao Tome and Principe,STP,2020,600.0
-SV,El Salvador,SLV,2021,245.827
-SZ,Eswatini,SWZ,2020,203.12498
-TC,Turks and Caicos Islands,TCA,2020,720.00006
-TD,Chad,TCD,2020,678.5714
-TG,Togo,TGO,2020,576.92316
-TH,Thailand,THA,2021,503.15494
-TJ,Tajikistan,TJK,2021,83.28969
-TM,Turkmenistan,TKM,2020,412.32855
-TN,Tunisia,TUN,2021,470.38147
-TO,Tonga,TON,2020,666.6667
-TR,Turkey,TUR,2021,429.6388
-TT,Trinidad and Tobago,TTO,2020,497.9688
-UA,Ukraine,UKR,2021,240.50241
-UG,Uganda,UGA,2020,77.0878
-US,United States,USA,2021,357.2021
-UY,Uruguay,URY,2021,152.38716
-UZ,Uzbekistan,UZB,2020,426.88644
-VC,Saint Vincent and the Grenadines,VCT,2020,533.3333
-VU,Vanuatu,VUT,2020,571.4286
-WS,Samoa,WSM,2020,500.0
-YE,Yemen,YEM,2020,538.46155
-ZA,South Africa,ZAF,2021,664.73755
-ZM,Zambia,ZMB,2020,120.77597
-ZW,Zimbabwe,ZWE,2020,279.0279
+ER,Eritrea,ERI,2022,631.5789
+ES,Spain,ESP,2023,174.05005
+ET,Ethiopia,ETH,2022,24.643318
+FI,Finland,FIN,2023,79.158325
+FJ,Fiji,FJI,2022,288.46158
+FO,Faroe Islands,FRO,2022,404.76193
+FR,France,FRA,2023,56.03859
+GA,Gabon,GAB,2022,491.59662
+GB,United Kingdom,GBR,2023,237.58902
+GD,Grenada,GRD,2022,640.0
+GE,Georgia,GEO,2023,167.59389
+GF,French Guiana,GUF,2021,217.82178
+GH,Ghana,GHA,2022,484.00003
+GI,Gibraltar,GIB,2022,600.00006
+GL,Greenland,GRL,2022,178.57143
+GM,Gambia,GMB,2022,666.6667
+GN,Guinea,GIN,2022,236.84212
+GP,Guadeloupe,GLP,2021,500.0
+GQ,Equatorial Guinea,GNQ,2022,591.83673
+GR,Greece,GRC,2023,336.57352
+GT,Guatemala,GTM,2022,328.26752
+GU,Guam,GUM,2022,622.8572
+GW,Guinea-Bissau,GNB,2022,625.0
+GY,Guyana,GUY,2022,640.3509
+HK,Hong Kong,HKG,2022,699.49915
+HN,Honduras,HND,2022,282.26477
+HR,Croatia,HRV,2023,204.96161
+HT,Haiti,HTI,2022,567.3077
+HU,Hungary,HUN,2023,204.18994
+ID,Indonesia,IDN,2022,675.9309
+IE,Ireland,IRL,2023,290.805
+IL,Israel,ISR,2022,582.9271
+IN,India,IND,2023,713.4407
+IQ,Iraq,IRQ,2022,688.81396
+IS,Iceland,ISL,2022,27.679918
+IT,Italy,ITA,2023,330.71823
+JM,Jamaica,JAM,2022,555.55554
+JO,Jordan,JOR,2022,540.92365
+JP,Japan,JPN,2023,485.39236
+KE,Kenya,KEN,2023,70.491806
+KG,Kyrgyzstan,KGZ,2022,147.2924
+KH,Cambodia,KHM,2022,417.70712
+KI,Kiribati,KIR,2022,666.6667
+KM,Comoros,COM,2022,642.8572
+KN,Saint Kitts and Nevis,KNA,2022,636.36365
+KW,Kuwait,KWT,2023,649.1634
+KY,Cayman Islands,CYM,2022,642.8571
+KZ,Kazakhstan,KAZ,2023,821.3909
+LB,Lebanon,LBN,2022,599.005
+LC,Saint Lucia,LCA,2022,666.6666
+LK,Sri Lanka,LKA,2022,509.78134
+LR,Liberia,LBR,2022,227.84811
+LS,Lesotho,LSO,2022,20.0
+LT,Lithuania,LTU,2023,160.07195
+LU,Luxembourg,LUX,2023,105.26315
+LV,Latvia,LVA,2023,123.2
+LY,Libya,LBY,2022,818.6922
+MA,Morocco,MAR,2023,630.01416
+ME,Montenegro,MNE,2023,417.07318
+MG,Madagascar,MDG,2022,436.44064
+MK,North Macedonia,MKD,2023,565.3451
+ML,Mali,MLI,2022,407.99997
+MM,Myanmar,MMR,2023,398.89804
+MN,Mongolia,MNG,2023,775.30865
+MO,Macao,MAC,2022,448.97958
+MQ,Martinique,MTQ,2021,523.17883
+MR,Mauritania,MRT,2022,464.7059
+MS,Montserrat,MSR,2022,1000.0
+MT,Malta,MLT,2023,459.14395
+MU,Mauritius,MUS,2022,632.47864
+MV,Maldives,MDV,2022,611.7647
+MW,Malawi,MWI,2022,66.66667
+MX,Mexico,MEX,2023,507.24512
+MY,Malaysia,MYS,2022,605.83136
+MZ,Mozambique,MOZ,2022,135.64668
+NA,Namibia,NAM,2022,59.25926
+NC,New Caledonia,NCL,2022,660.5839
+NE,Niger,NER,2022,670.88605
+NG,Nigeria,NGA,2023,523.24725
+NI,Nicaragua,NIC,2022,265.11627
+NL,Netherlands,NLD,2023,267.62177
+NO,Norway,NOR,2023,30.080084
+NP,Nepal,NPL,2022,24.43992
+NR,Nauru,NRU,2022,750.0
+NZ,New Zealand,NZL,2023,112.75831
+OM,Oman,OMN,2023,564.63495
+PA,Panama,PAN,2022,161.67665
+PE,Peru,PER,2023,266.47754
+PF,French Polynesia,PYF,2022,442.85715
+PG,Papua New Guinea,PNG,2022,507.24634
+PH,Philippines,PHL,2023,610.68835
+PK,Pakistan,PAK,2023,440.6085
+PL,Poland,POL,2023,661.92584
+PM,Saint Pierre and Miquelon,SPM,2022,600.0
+PR,Puerto Rico,PRI,2022,678.7377
+PT,Portugal,PRT,2023,165.55257
+PY,Paraguay,PRY,2023,23.75506
+QA,Qatar,QAT,2023,602.5005
+RO,Romania,ROU,2023,240.58281
+RS,Serbia,SRB,2023,636.06226
+RW,Rwanda,RWA,2022,316.32654
+SA,Saudi Arabia,SAU,2022,706.7905
+SB,Solomon Islands,SLB,2022,700.0
+SC,Seychelles,SYC,2022,564.5161
+SD,Sudan,SDN,2022,263.15787
+SE,Sweden,SWE,2023,40.694878
+SG,Singapore,SGP,2023,470.7832
+SI,Slovenia,SVN,2023,231.27463
+SK,Slovakia,SVK,2023,116.773544
+SL,Sierra Leone,SLE,2022,50.0
+SN,Senegal,SEN,2022,511.59793
+SO,Somalia,SOM,2022,578.9473
+SR,Suriname,SUR,2022,349.28232
+SS,South Sudan,SSD,2022,629.0322
+ST,Sao Tome and Principe,STP,2022,642.8572
+SV,El Salvador,SLV,2023,271.46817
+SZ,Eswatini,SWZ,2022,172.41379
+TC,Turks and Caicos Islands,TCA,2022,653.8462
+TD,Chad,TCD,2022,628.5714
+TG,Togo,TGO,2022,443.1818
+TH,Thailand,THA,2023,549.5827
+TJ,Tajikistan,TJK,2022,116.85825
+TM,Turkmenistan,TKM,2022,1306.0251
+TN,Tunisia,TUN,2023,563.95624
+TO,Tonga,TON,2022,625.0
+TT,Trinidad and Tobago,TTO,2022,681.5286
+UA,Ukraine,UKR,2022,259.69302
+UG,Uganda,UGA,2022,44.526905
+US,United States,USA,2023,369.47318
+UY,Uruguay,URY,2023,128.78789
+UZ,Uzbekistan,UZB,2022,1167.6029
+VC,Saint Vincent and the Grenadines,VCT,2022,529.4118
+VU,Vanuatu,VUT,2022,571.4286
+WS,Samoa,WSM,2022,473.68423
+YE,Yemen,YEM,2022,566.1016
+ZA,South Africa,ZAF,2023,707.6856
+ZM,Zambia,ZMB,2022,111.96713
+ZW,Zimbabwe,ZWE,2022,297.87234

carbontracker/loggerutil.py

@@ -140,7 +140,7 @@ def _log_initial_info(self):
         self.info(f"{__package__} version {metadata.version(__package__)}")
         self.info(
             "Only predicted and actual consumptions are multiplied by a PUE "
-            f"coefficient of {constants.PUE_2022} (Rhonda Ascierto, 2022, Uptime "
+            f"coefficient of {constants.PUE_2023} (Daniel Bizo, 2023, Uptime "
             "Institute Global Data Center Survey)."
         )