The issue of climate change has become increasingly pressing in recent years, and one of the main contributors to this problem is carbon emissions. While much attention has been focused on measuring the carbon emissions of individual countries, it is also important to examine the emissions associated with sovereign debt. In other words, how much of a country’s carbon emissions can be attributed to the financial activities related to its debt? This is where the PCAF (Partnership for Carbon Accounting Financials) methodology comes into play.
The PCAF methodology is a standardized approach for measuring the greenhouse gas emissions of financial activities, including sovereign debt. This methodology takes into account not only the direct emissions associated with a particular financial activity but also the indirect emissions that occur throughout the supply chain. By doing so, the PCAF methodology provides a comprehensive view of the carbon emissions associated with financial activities, including sovereign debt.
In this report, we will use the PCAF methodology to calculate the financed carbon emissions of sovereign debt for several countries. By doing so, we hope to shed light on the significant role that financial activities play in contributing to carbon emissions and the importance of measuring and reducing these emissions.
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[1] "c(\"China\", \"United States\", \"India\", \"Indonesia\", \"Russia\", \"Brazil\", \"Japan\", \"Iran\", \"Canada\", \"Saudi Arabia\", \"Germany\", \"Democratic Republic of the Congo\", \"Mexico\", \"South Korea\", \"Australia\", \"South Africa\", \"Turkey\", \"Pakistan\", \"Vietnam\", \"Thailand\", \"United Kingdom\", \"Argentina\", \"Malaysia\", \"Italy\", \"Nigeria\", \"France\", \"Egypt\", \"Iraq\", \"Poland\", \"Venezuela\", \"Spain\", \"Algeria\", \"Kazakhstan\", \"Colombia\", \"United Arab Emirates\", \"Myanmar\", \"Bangladesh\", \"Philippines\", \"Ukraine\", \"Peru\", \n\"Uzbekistan\", \"Ethiopia\", \"Netherlands\", \"Turkmenistan\", \"Tanzania\", \"Bolivia\", \"Kuwait\", \"Angola\", \"Sudan\", \"Libya\", \"Cameroon\", \"Zimbabwe\", \"Qatar\", \"Czech Republic\", \"Belgium\", \"Mozambique\", \"Chad\", \"Oman\", \"Ecuador\", \"Paraguay\", \"Zambia\", \"Morocco\", \"Israel\", \"North Korea\", \"Greece\", \"Romania\", \"Kenya\", \"New Zealand\", \"Cambodia\", \"Austria\", \"Singapore\", \"Belarus\", \"Papua New Guinea\", \"Hungary\", \"Serbia\", \"Portugal\", \"South Sudan\", \"Mongolia\", \"Uganda\", \"Ireland\", \"Finland\", \"Burkina Faso\", \"Chile\", \n\"Bahrain\", \"Azerbaijan\", \"Botswana\", \"Côte d'Ivoire\", \"Syria\", \"Nepal\", \"Central African Republic\", \"Solomon Islands\", \"Switzerland\", \"Mali\", \"Denmark\", \"Niger\", \"Somalia\", \"Guinea\", \"Madagascar\", \"Dominican Republic\", \"Laos\", \"Guatemala\", \"Nicaragua\", \"Cuba\", \"Sri Lanka\", \"Tunisia\", \"Slovakia\", \"Jordan\", \"Lebanon\", \"Uruguay\", \"Senegal\", \"Republic of Congo\", \"Sweden\", \"Afghanistan\", \"Trinidad and Tobago\", \"Honduras\", \"Norway\", \"Benin\", \"Panama\", \"Yemen\", \"Bosnia and Herzegovina\", \"Namibia\", \"Guyana\", \n\"Gabon\", \"Malawi\", \"Lithuania\", \"Croatia\", \"Georgia\", \"Bulgaria\", \"Tajikistan\", \"Slovenia\", \"Liberia\", \"Equatorial Guinea\", \"Estonia\", \"El Salvador\", \"Suriname\", \"Kyrgyzstan\", \"Moldova\", \"Mauritania\", \"Ghana\", \"Macedonia\", \"Haiti\", \"Luxembourg\", \"Jamaica\", \"Armenia\", \"Brunei\", \"Sierra Leone\", \"Latvia\", \"Albania\", \"Togo\", \"Costa Rica\", \"Cyprus\", \"Burundi\", \"Rwanda\", \"Belize\", \"Mauritius\", \"Eritrea\", \"Timor-Leste\", \"Guinea-Bissau\", \"Montenegro\", \"Barbados\", \"Bahamas\", \"Gambia\", \"Iceland\", \"Eswatini\", \n\"Maldives\", \"Lesotho\", \"Grenada\", \"Malta\", \"Djibouti\", \"Antigua and Barbuda\", \"Vanuatu\", \"Samoa\", \"Seychelles\", \"Cape Verde\", \"Saint Lucia\", \"Comoros\", \"Andorra\", \"Sao Tome and Principe\", \"Bhutan\", \"Saint Kitts and Nevis\", \"Saint Vincent and the Grenadines\", \"Tonga\", \"Palau\", \"Marshall Islands\", \"Micronesia\", \"Dominica\", \"Liechtenstein\", \"Kiribati\", \"Cook Islands\", \"Nauru\", \"Tuvalu\", \"Niue\", \"Fiji\")"
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[1] "c(\"China\", \"United States\", \"India\", \"Indonesia\", \"Russia\", \"Brazil\", \"Japan\", \"Iran\", \"Canada\", \"Saudi Arabia\", \"Germany\", \"Democratic Republic of the Congo\", \"Mexico\", \"South Korea\", \"Australia\", \"South Africa\", \"Turkey\", \"Pakistan\", \"Vietnam\", \"Thailand\", \"United Kingdom\", \"Argentina\", \"Malaysia\", \"Italy\", \"Nigeria\", \"France\", \"Egypt\", \"Iraq\", \"Poland\", \"Venezuela\", \"Spain\", \"Algeria\", \"Kazakhstan\", \"Colombia\", \"United Arab Emirates\", \"Myanmar\", \"Bangladesh\", \"Philippines\", \"Ukraine\", \"Peru\", \n\"Uzbekistan\", \"Ethiopia\", \"Netherlands\", \"Turkmenistan\", \"Tanzania\", \"Bolivia\", \"Kuwait\", \"Angola\", \"Sudan\", \"Libya\", \"Cameroon\", \"Zimbabwe\", \"Qatar\", \"Czech Republic\", \"Belgium\", \"Mozambique\", \"Chad\", \"Oman\", \"Ecuador\", \"Paraguay\", \"Zambia\", \"Morocco\", \"Israel\", \"North Korea\", \"Greece\", \"Romania\", \"Kenya\", \"New Zealand\", \"Cambodia\", \"Austria\", \"Singapore\", \"Belarus\", \"Papua New Guinea\", \"Hungary\", \"Serbia\", \"Portugal\", \"South Sudan\", \"Mongolia\", \"Uganda\", \"Ireland\", \"Finland\", \"Burkina Faso\", \"Chile\", \n\"Bahrain\", \"Azerbaijan\", \"Botswana\", \"Côte d'Ivoire\", \"Syria\", \"Nepal\", \"Central African Republic\", \"Solomon Islands\", \"Switzerland\", \"Mali\", \"Denmark\", \"Niger\", \"Somalia\", \"Guinea\", \"Madagascar\", \"Dominican Republic\", \"Laos\", \"Guatemala\", \"Nicaragua\", \"Cuba\", \"Sri Lanka\", \"Tunisia\", \"Slovakia\", \"Jordan\", \"Lebanon\", \"Uruguay\", \"Senegal\", \"Republic of Congo\", \"Sweden\", \"Afghanistan\", \"Trinidad and Tobago\", \"Honduras\", \"Norway\", \"Benin\", \"Panama\", \"Yemen\", \"Bosnia and Herzegovina\", \"Namibia\", \"Guyana\", \n\"Gabon\", \"Malawi\", \"Lithuania\", \"Croatia\", \"Georgia\", \"Bulgaria\", \"Tajikistan\", \"Slovenia\", \"Liberia\", \"Equatorial Guinea\", \"Estonia\", \"El Salvador\", \"Suriname\", \"Kyrgyzstan\", \"Moldova\", \"Mauritania\", \"Ghana\", \"Macedonia\", \"Haiti\", \"Luxembourg\", \"Jamaica\", \"Armenia\", \"Brunei\", \"Sierra Leone\", \"Latvia\", \"Albania\", \"Togo\", \"Costa Rica\", \"Cyprus\", \"Burundi\", \"Rwanda\", \"Belize\", \"Mauritius\", \"Eritrea\", \"Timor-Leste\", \"Guinea-Bissau\", \"Montenegro\", \"Barbados\", \"Bahamas\", \"Gambia\", \"Iceland\", \"Eswatini\", \n\"Maldives\", \"Lesotho\", \"Grenada\", \"Malta\", \"Djibouti\", \"Antigua and Barbuda\", \"Vanuatu\", \"Samoa\", \"Seychelles\", \"Cape Verde\", \"Saint Lucia\", \"Comoros\", \"Andorra\", \"Sao Tome and Principe\", \"Bhutan\", \"Saint Kitts and Nevis\", \"Saint Vincent and the Grenadines\", \"Tonga\", \"Palau\", \"Marshall Islands\", \"Micronesia\", \"Dominica\", \"Liechtenstein\", \"Kiribati\", \"Cook Islands\", \"Nauru\", \"Tuvalu\", \"Niue\", \"Fiji\")"
[2] "c(\"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \n\"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \n\"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \n\"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\", \"MtCO2e\")"
[3] "c(2891.73, 5417.32, 1002.56, 1226.82, 2648.36, 1638.68, 1106.26, 304.22, 606.91, 241.01, 1077.16, 430.77, 426.29, 238.32, 541.39, 338.43, 188.5, 167.9, 2.12, 173.05, 733.87, 292.65, 197.12, 448.75, 267.92, 471.02, 133.65, 120.15, 407.18, 396.96, 232.97, 121.4, 295.96, 216.21, 73.25, 208.11, 116.94, 97.98, 776.11, 104.15, 164.44, 95.14, 203.82, 111.39, 98.2, 112.97, 39.04, 66.16, 70.66, 87.43, 73.61, 42.69, 15.38, 172.53, 126.86, 83.42, 24.92, 19.44, 73.52, 75.18, 59.54, 31.91, 44.08, 161.17, 94.31, \n224.74, 30.65, 45.24, 24.83, 63.14, 30.86, 104.75, 37.96, 90.72, 79.56, 57.74, 37.09, 34.33, 30.34, 54.02, 38.54, 25.52, 28.09, 15.73, 74.1, 54.33, 69.72, 64.35, 20.2, 46.57, 4.3, 51.33, 17.14, 69.19, 18.68, 41.89, 19.41, 54.98, 8.51, 19.38, 27.88, 29.16, 44.02, 28.54, 20.33, 57.24, 18.63, 7.29, 15.41, 18.1, 19.43, 70.51, 9.58, 20.17, 17.22, 31.08, 19.74, 13.85, 17.8, 33.53, 0, 9.61, 13.88, 11.67, 45.75, 27.73, 31.4, 76.47, 17.9, 7.9, 14.38, 4.01, 37.73, 7.95, 6.11, 31.46, 37.87, 7.17, 21.97, 13.9, \n5.4, 11.55, 9.37, 24.54, 6.3, 7.01, 12.42, 11.3, 6.27, 11, 5.37, 7.2, 5.21, 13.18, 2.28, 4.12, 0.92, 3.19, 4.14, 3.11, 2.18, 5.04, 3.36, 2.06, 0.2, 1.96, 1.84, 2.53, 0.91, 0.35, 0.48, 0.44, 0.22, -0.29, 0.76, 0.32, 0.43, 0.07, -5.82, 0.18, 0.11, 0.25, 0.01, 0.03, 0.01, 0.24, 0.22, 0.04, 0.03, 0.13, 0.02, 0.01, -0.82)"
[4] "c(3039.14, 5372.07, 1056.25, 1246.27, 2585.28, 1659.83, 1121.71, 332.58, 602.81, 274.22, 1049.84, 429.39, 445.04, 266.53, 541.38, 334.52, 190.95, 171.26, 5.84, 185, 742.68, 297.07, 208.08, 446.34, 283.9, 496.09, 139.23, 62.79, 406.01, 406.89, 239.06, 125.57, 304.02, 217.62, 81.07, 207.52, 117.15, 97.84, 733.77, 103.05, 165.77, 95.53, 209.14, 103.32, 98.48, 114.11, 10.59, 66.59, 71.5, 92.23, 81.74, 42.98, 18.43, 155.82, 131.77, 83.69, 31.33, 23.55, 74.22, 72.17, 59.91, 33.23, 45.16, 153.89, 94.38, \n186.41, 29.37, 44.91, 24.53, 67.42, 34, 99.71, 38.96, 85.68, 69.09, 59.47, 37.97, 36.57, 31, 54.55, 38.43, 25.96, 27.04, 15.35, 71.66, 53.74, 72.44, 72.59, 20.45, 46.89, 4.31, 53.55, 17.08, 80.01, 19.14, 39, 19.73, 55.01, 9.62, 19.29, 28.24, 27.8, 34.83, 28.39, 21.24, 49.16, 19.08, 8.79, 17.02, 18.4, 19.42, 71.12, 9.81, 20.09, 17.33, 28.48, 19.84, 14.34, 19.55, 30.81, 19.82, 9.79, 14.9, 11.86, 47.54, 21.39, 21.95, 59.48, 17.01, 6.89, 14.26, 4.15, 33.85, 8.73, 6.47, 29.17, 31.81, 7.4, 22.05, 13.2, \n5.61, 12.04, 9.37, 25.14, 6.51, 7.01, 10.7, 8.96, 6.11, 11.3, 5.9, 7.26, 5.2, 13.39, 2.38, 4.14, 0.99, 3.2, 3.57, 3.14, 2.26, 5.2, 3.24, 2.12, 0.21, 1.96, 1.86, 2.43, 0.93, 0.37, 0.5, 0.45, 0.24, -0.27, 0.79, 0.32, 0.43, 0.07, -5.78, 0.19, 0.11, 0.26, 0.01, 0.03, -0.02, 0.24, 0.23, 0.04, 0.03, 0.13, 0.02, 0.01, -0.81)"
[5] "c(3168.05, 5456.12, 1081.28, 1266.98, 2428.18, 1669.79, 1134.81, 354.38, 617.15, 291.77, 1004.45, 429.54, 447.97, 291.96, 542.04, 330.74, 198.44, 180.84, 8.27, 196.73, 724.82, 301.59, 210.77, 443.33, 298.58, 481.51, 141.98, 88.75, 395.06, 409.38, 248.91, 126.53, 306.06, 220.74, 79.19, 210.26, 119.3, 99.86, 644.43, 103.71, 155.29, 96.37, 208.48, 72.9, 98.6, 114.91, 32.08, 67.29, 75.11, 83.82, 81.53, 43.81, 18.02, 151.4, 129.82, 84.35, 32.21, 23.33, 76.71, 71.46, 60.06, 34.33, 47.95, 139.97, 96.46, \n166.73, 29.35, 45.74, 25.06, 61.6, 36.63, 86.09, 40.01, 75.79, 62.85, 63.51, 40.4, 34.34, 31.34, 54.72, 35.32, 26.25, 28.54, 17.55, 80.74, 53.97, 75.07, 76.27, 20.17, 46.94, 4.32, 53.47, 17.11, 73.8, 19.63, 37.06, 20.05, 55.27, 11.1, 19.6, 29.44, 28.7, 28.66, 30.16, 22.57, 46.63, 21.83, 8.85, 18.63, 18.84, 19.6, 73.7, 9.03, 20.02, 17.64, 28.7, 19.92, 15.01, 20.11, 23.49, 19.77, 9.78, 14.86, 11.86, 32.77, 22.39, 14.39, 53.66, 13.98, 6.61, 14.29, 5.9, 25.92, 9.11, 6.58, 21.57, 26.8, 7.24, 22.58, 12.65, \n6.02, 11.74, 10.18, 14.95, 6.8, 7.01, 8.03, 6.95, 5.8, 12.44, 6.33, 7.26, 5.15, 13.61, 2.47, 4.85, 0.99, 3.24, 3.58, 3.38, 2.79, 5.31, 3.04, 2.19, 0.28, 2.12, 1.92, 2.41, 0.95, 0.45, 0.52, 0.45, 0.24, -0.24, 0.9, 0.33, 0.43, 0.07, -5.82, 0.23, 0.15, 0.25, 0.21, 0.11, 0.09, 0.26, 0.23, 0.04, 0.03, 0.12, 0.02, 0.01, -0.77)"
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[32] "c(12055.41, 5771, 3363.59, 1959.71, 1924.82, 1451.63, 1134.45, 893.78, 774.29, 723.15, 720.23, 679.57, 670.84, 652.66, 608.49, 562.19, 459.86, 439.49, 438.11, 437.18, 429.13, 398.91, 396.11, 376.19, 354.33, 352.1, 351.96, 321.31, 320.23, 299.6, 293.08, 282.23, 271.68, 270.53, 243.55, 242.95, 237.7, 236.79, 221.29, 190.66, 185.39, 183.37, 173.59, 157.33, 154.89, 138.72, 136.69, 128.29, 127.07, 126.69, 124.79, 117.96, 114.76, 110.77, 108.22, 106.74, 105.68, 100.28, 98.7, 96.6, 91.36, 91.15, 87.26, \n82.69, 79.91, 78.36, 73.4, 72.59, 71.77, 69.8, 67.26, 65.33, 63.47, 62.48, 61.86, 61.7, 60.33, 59.15, 59.15, 58.68, 58.42, 56.31, 55.33, 54.41, 52.89, 52.34, 51.51, 48.48, 48.37, 46.58, 46.36, 44.26, 44.16, 44.06, 43.96, 42.51, 40.61, 40.22, 39.76, 39.42, 38.49, 38.41, 38.19, 37.9, 37.81, 37, 36.57, 35.13, 34.36, 33.6, 30.07, 29.87, 28.79, 28.47, 28.14, 26.98, 25.78, 25.3, 25.26, 24.5, 21.22, 19.8, 19.68, 19.34, 18.3, 17.92, 17.64, 17.48, 17.38, 16.81, 15.87, 15.24, 14.83, 13.92, 13.83, 13.64, 13.5, \n13.21, 12.75, 11.26, 11.13, 10.2, 10.15, 10, 9.63, 9.45, 8.93, 8.77, 8.71, 8.48, 8.29, 8.04, 7, 6.85, 6.83, 6.78, 6.38, 4.21, 3.86, 3.79, 3.18, 2.86, 2.77, 2.69, 2.6, 2.53, 2.39, 2.13, 1.38, 1.22, 0.87, 0.79, 0.78, 0.75, 0.74, 0.7, 0.63, 0.4, 0.36, 0.35, 0.34, 0.31, 0.29, 0.23, 0.23, 0.22, 0.16, 0.12, 0.1, 0.07, 0.03, 0.01, -0.16)"
Warning: There was 1 warning in `mutate()`.
ℹ In argument: `iso3c = country_name_regex_to_iso3c(country_name)`.
Caused by warning in `countrycode_convert()`:
! Some values were not matched unambiguously: Micronesia
