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2021 Full Cities Dataset for Excel - EMEA
This is a filtered view based on 2021 Full Cities Dataset.
| Row number | Questionnaire | Year Reported to CDP | Account Number | Organization | Country | CDP Region | Parent Section | Section | Question Number | Question Name | Column Number | Column Name | Row Number | Row Name | Response Answer | Comments | File Name | Last update |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 117351 | Cities 2021 | 2021 | 50211 | Tbilisi City | Georgia | Europe | 5. Emissions Reduction | Mitigation Target setting | 5.0b | Please provide details of your total fixed level target(s). | 11 | Is this target considered to be your cities most ambitious target? | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 117352 | Cities 2021 | 2021 | 19233 | Município de Torres Vedras | Portugal | Europe | 14. Water Security | Water Supply Management | 14.4a | Please provide more information on your city’s public Water Resource Management strategy. | 4 | Does this strategy include sanitation services? | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 117353 | Cities 2021 | 2021 | 831926 | Ramallah | State of Palestine | Middle East | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 10 | Majority funding source | 5 | Local | 01/20/2022 02:27:05 | |||
| 117354 | Cities 2021 | 2021 | 859254 | Uppvidinge kommun | Sweden | Europe | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 7 | Total Stationary Energy | 01/20/2022 02:27:05 | |||
| 117355 | Cities 2021 | 2021 | 1850 | Birmingham City Council | United Kingdom of Great Britain and Northern Ireland | Europe | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 1 | Direct emissions (metric tonnes CO2e) | 16 | Waste > Incineration and open burning | 0 | 01/20/2022 02:27:05 | ||
| 117356 | Cities 2021 | 2021 | 31171 | Ayuntamiento de Madrid | Spain | Europe | 5. Emissions Reduction | Mitigation Target setting | 5.0b | Please provide details of your total fixed level target(s). | 5 | Year target was set | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 117357 | Cities 2021 | 2021 | 36039 | Accra Metropolitan Assembly | Ghana | Africa | 5. Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 3 | Means of implementation | 1 | Policy and regulation | 01/20/2022 02:27:05 | |||
| 117358 | Cities 2021 | 2021 | 31173 | Comune di Milano | Italy | Europe | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6d | Where it will facilitate a greater understanding of your city-wide emissions, please provide a breakdown of these emissions by IPCC sector in the table below. | 3 | Scope | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 117359 | Cities 2021 | 2021 | 31054 | Belfast City Council | United Kingdom of Great Britain and Northern Ireland | Europe | 10. Transport | 10.4 | Provide information on GHG emissions from the transport sector. | 2 | Inventory year (numerical year) | 3 | Passenger Transport: Public Transport (LRT/MRT/Railway) | Question not applicable | 01/20/2022 02:27:05 | |||
| 117360 | Cities 2021 | 2021 | 60178 | Linköpings kommun | Sweden | Europe | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 9 | Future change in intensity | 1 | Do not know | 01/20/2022 02:27:05 | |||
| 117361 | Cities 2021 | 2021 | 42384 | Göteborgs stad | Sweden | Europe | 5. Emissions Reduction | Mitigation Target setting | 5.0a | Please provide details of your total city-wide base year emissions reduction (absolute) target(s). In addition, you may add rows to provide details of your sector-specific targets, by providing the base year emissions specific to that target. | 10 | Target year absolute emissions (metric tonnes CO2e) [Auto-calculated] | 2 | 01/20/2022 02:27:05 | ||||
| 117362 | Cities 2021 | 2021 | 31009 | København Kommune | Denmark | Europe | 5. Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 2 | Action title | 19 | Energy efficiency fund | 01/20/2022 02:27:05 | |||
| 117363 | Cities 2021 | 2021 | 8242 | Helsingin kaupunki | Finland | Europe | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 7 | Please identify which vulnerable populations are affected | 9 | Persons with chronic diseases | 01/20/2022 02:27:05 | |||
| 117364 | Cities 2021 | 2021 | 60168 | Derry City & Strabane | United Kingdom of Great Britain and Northern Ireland | Europe | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 16 | Waste > Incineration and open burning | Question not applicable | 01/20/2022 02:27:05 | ||
| 117365 | Cities 2021 | 2021 | 31115 | City of Johannesburg | South Africa | Africa | 5. Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 16 | Majority funding source | 6 | Local | 01/20/2022 02:27:05 | |||
| 117366 | Cities 2021 | 2021 | 36004 | City of Abidjan | Côte d'Ivoire | Africa | 8. Energy | 8.1 | Please indicate the source mix of electricity consumed in your city. | 15 | What scale is the electricity mix data | 1 | Electricity source | 01/20/2022 02:27:05 | ||||
| 117367 | Cities 2021 | 2021 | 54488 | Trondheim kommune | Norway | Europe | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 1 | Climate Hazards | 4 | Flood and sea level rise > Coastal flood | 01/20/2022 02:27:05 | |||
| 117368 | Cities 2021 | 2021 | 54337 | Greater Amman Municipality | Jordan | Middle East | 5. Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 2 | Action title | 8 | Construction of a new cell 5 at Ghabawi Landfill | 01/20/2022 02:27:05 | |||
| 117369 | Cities 2021 | 2021 | 831823 | Comune di Massa Marittima | Italy | Europe | 5. Emissions Reduction | Mitigation Target setting | 5.0a | Please provide details of your total city-wide base year emissions reduction (absolute) target(s). In addition, you may add rows to provide details of your sector-specific targets, by providing the base year emissions specific to that target. | 4 | Explanation of boundary choice where the inventory boundary differs from the city boundary (include inventory boundary, GDP and population) | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 117370 | Cities 2021 | 2021 | 35449 | Stadt Zürich | Switzerland | Europe | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 6 | Co-benefit area | 3 | Enhanced climate change adaptation | 01/20/2022 02:27:05 | |||
| 117371 | Cities 2021 | 2021 | 60140 | City of Nakuru | Kenya | Africa | 3. Adaptation | Adaptation Goals | 3.3 | Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal. | 5 | Does this goal align with a requirement from a higher level of government? | 1 | Yes, and it exceeds its scale or requirements | 01/20/2022 02:27:05 | |||
| 117372 | Cities 2021 | 2021 | 55324 | Município de Guimarães | Portugal | Europe | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 15 | Waste > Biological treatment | 01/20/2022 02:27:05 | |||
| 117373 | Cities 2021 | 2021 | 35887 | Ajuntament de València | Spain | Europe | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6e | Where it will facilitate a greater understanding of your city-wide emissions, please provide a breakdown of these emissions by the US Community Protocol sources. | 4 | Emissions (metric tonnes CO2e) | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 117374 | Cities 2021 | 2021 | 826407 | Munícipio de Mirandela | Portugal | Europe | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 7 | Sectors/areas adaptation action applies to | 0 | 01/20/2022 02:27:05 | ||||
| 117375 | Cities 2021 | 2021 | 36274 | Comune di Bologna | Italy | Europe | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 7 | Please identify which vulnerable populations are affected | 4 | Unemployed persons | 01/20/2022 02:27:05 | |||
| 117376 | Cities 2021 | 2021 | 863397 | Ville de Delémont | Switzerland | Europe | 5. Emissions Reduction | Mitigation Target setting | 5.0b | Please provide details of your total fixed level target(s). | 13 | Select the initiatives that this target contributes towards | 2 | Other, please specify: Alliance pour le Climat Suisse | 01/20/2022 02:27:05 | |||
| 117377 | Cities 2021 | 2021 | 74671 | Kadıköy | Turkey | Europe | 5. Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 9 | Renewable energy production (MWh) | 4 | 0 | 01/20/2022 02:27:05 | |||
| 117378 | Cities 2021 | 2021 | 35858 | City of Cape Town | South Africa | Africa | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 6 | If you have no emissions occurring outside the city boundary to report as a result of in-city activities, please select a notation key to explain why | 1 | Stationary energy > Residential buildings | N/A | 01/20/2022 02:27:05 | ||
| 117379 | Cities 2021 | 2021 | 60153 | City of Mombasa | Kenya | Africa | 4. City-wide Emissions | City-wide external verification | 4.12a | Please provide the following information about the city-wide emissions verification. | 2 | Year of verification | 1 | Please complete | Question not applicable | 01/20/2022 02:27:05 | ||
| 117380 | Cities 2021 | 2021 | 69822 | Kristianstads kommun | Sweden | Europe | 2. Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0 | Has a climate change risk and vulnerability assessment been undertaken for your city? | 0 | 0 | Yes | 01/20/2022 02:27:05 | ||||
| 117381 | Cities 2021 | 2021 | 31173 | Comune di Milano | Italy | Europe | 14. Water Security | Water Supply Management | 14.3 | Please select the actions you are taking to reduce the risks to your city’s water security. | 1 | Risks | 9 | Other, please specify: flooding | 01/20/2022 02:27:05 | |||
| 117382 | Cities 2021 | 2021 | 31173 | Comune di Milano | Italy | Europe | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 11 | When do you first expect to experience those changes in frequency and intensity? | 19 | Medium-term (2026-2050) | 01/20/2022 02:27:05 | |||
| 117383 | Cities 2021 | 2021 | 862468 | Borlänge kommun | Sweden | Europe | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 1 | Direct emissions (metric tonnes CO2e) | 16 | Waste > Incineration and open burning | 0 | 01/20/2022 02:27:05 | ||
| 117384 | Cities 2021 | 2021 | 14088 | Oslo kommune | Norway | Europe | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 5 | Social impact of hazard overall | 6 | Other, please specify: River floods impact people and businesses located close to the rivers | 01/20/2022 02:27:05 | |||
| 117385 | Cities 2021 | 2021 | 60433 | Hvidovre Kommune | Denmark | Europe | 4. City-wide Emissions | GCoM Emission Factor and Activity Data | 4.14a | Please provide a summary of emissions factors and activity data used in your inventory. | 10 | Comment | 32 | Question not applicable | 01/20/2022 02:27:05 | |||
| 117386 | Cities 2021 | 2021 | 31149 | Dímos Athinaíon | Greece | Europe | 5. Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 19 | Name of the stakeholder group | 2 | Question not applicable | 01/20/2022 02:27:05 | |||
| 117387 | Cities 2021 | 2021 | 36262 | Comune di Genova | Italy | Europe | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 10 | Transportation > Waterborne navigation | 01/20/2022 02:27:05 | |||
| 117388 | Cities 2021 | 2021 | 13506 | Nottingham City Council | United Kingdom of Great Britain and Northern Ireland | Europe | 8. Energy | 8.0a | Please provide details of your renewable energy target(s) and how the city plans to meet those targets. | 4 | Base year | 1 | 2010 | 01/20/2022 02:27:05 | ||||
| 117389 | Cities 2021 | 2021 | 50673 | Município de Faro | Portugal | Europe | 5. Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 13 | Finance status | 1 | Finance secured | 01/20/2022 02:27:05 | |||
| 117390 | Cities 2021 | 2021 | 54459 | Reykjavíkurborg | Iceland | Europe | 14. Water Security | Water Supply Management | 14.3 | Please select the actions you are taking to reduce the risks to your city’s water security. | 4 | Action description and implementation progress | 2 | Protection of drinking water in Reykjavík is a joint responsibility of the municipalities in the capital area, and an executive board of the Public Health Authorities in the capital area has been established, with representatives from all the participating municipalities, to deal with issues relating to the water protection areas. An ordinance on the protection of the groundwater catchment zone for the capital area from 1997 was an important step towards protecting the drinking water of the residents of the capital; the ordinance aimed among other things to ensure maximum quality of drinking water in the capital area for the future by preventing undesirable effects caused by any activity, trade or business on the water protection areas and their catchment area. In 2010 the ordinance was revised and a new ordinance issued in 2015 that sets stricter rules on land use and activities. A new and improved definition map of the water protection areas was issued the same year as a part of the Regional Plan for The Capital Area. The Public Health Authority is responsible for implementing the ordinance. Public Health Inspectors monitor the areas every year and take action if something is not in compliance with the ordinance. Regular monitoring of the water level shows that it has never gone below the criterion in the last decade. The reservoirs are under strict quality control, enforced by Veitur in compliance with their monitoring systems and by the Public Health Authorities in Reykjavík and neighbouring communities. The Public Health authorities take samples from all of the water utilities for microbial and chemical analysis. | 01/20/2022 02:27:05 | |||
| 117391 | Cities 2021 | 2021 | 50650 | City of Gibraltar | Gibraltar | Europe | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 2 | Did this hazard significantly impact your city before 2021? | 4 | Yes | 01/20/2022 02:27:05 | |||
| 117392 | Cities 2021 | 2021 | 73637 | Steve Tshwete | South Africa | Africa | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 11 | Transportation > Aviation | 01/20/2022 02:27:05 | |||
| 117393 | Cities 2021 | 2021 | 31167 | City of Lagos | Nigeria | Africa | 8. Energy | 8.1a | Please indicate the source mix of thermal energy (heating and cooling) consumed in your city. | 5 | Geothermal | 1 | Thermal energy consumption | 01/20/2022 02:27:05 | ||||
| 117394 | Cities 2021 | 2021 | 852524 | Westminster City Council | United Kingdom of Great Britain and Northern Ireland | Europe | 5. Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 11 | Co-benefit area | 3 | Reduced GHG emissions | 01/20/2022 02:27:05 | |||
| 117395 | Cities 2021 | 2021 | 35903 | Le Grand Casablanca | Morocco | Africa | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 6 | If you have no emissions occurring outside the city boundary to report as a result of in-city activities, please select a notation key to explain why | 26 | Generation of grid-supplied energy > Electricity-only generation | Question not applicable | 01/20/2022 02:27:05 | ||
| 117396 | Cities 2021 | 2021 | 13113 | Newcastle City Council | United Kingdom of Great Britain and Northern Ireland | Europe | 13. Waste | 13.4 | What is the amount of solid waste being treated (tonnes/year) through the methods listed. | 1 | Tonnes/year | 8 | Non-sanitary landfill | Question not applicable | 01/20/2022 02:27:05 | |||
| 117397 | Cities 2021 | 2021 | 10806 | London Borough of Enfield | United Kingdom of Great Britain and Northern Ireland | Europe | 10. Transport | 10.3 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 2 | Number of buses | 5 | Hydrogen | 01/20/2022 02:27:05 | ||||
| 117398 | Cities 2021 | 2021 | 31151 | Stadt Basel | Switzerland | Europe | 4. City-wide Emissions | Historical emissions inventories | 4.13 | Please provide details on any historical, base year or recalculated city-wide emissions inventories your city has, in order to allow assessment of targets in the table below. | 3 | Scopes / boundary covered | 2 | 01/20/2022 02:27:05 | ||||
| 117399 | Cities 2021 | 2021 | 826427 | Município de Valongo | Portugal | Europe | 3. Adaptation | Adaptation Goals | 3.3 | Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal. | 2 | Climate hazards that adaptation goal addresses | 2 | Extreme Precipitation > Heavy snow | 01/20/2022 02:27:05 | |||
| 117400 | Cities 2021 | 2021 | 74671 | Kadıköy | Turkey | Europe | 3. Adaptation | Adaptation Goals | 3.3 | Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal. | 5 | Does this goal align with a requirement from a higher level of government? | 4 | Yes | 01/20/2022 02:27:05 |
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Description
This data is collected through the CDP-ICLEI Unified Reporting System. When using this data, please cite both organisations using the following wording: ‘This data was collected in partnership by CDP and ICLEI - Local Governments for Sustainability’.
This dataset contains the full responses of publicly disclosing cities in 2021. The platform is still open and the dataset is updated daily to reflect new submissions.
To view the cities 2021 questionnaire guidance, including all questions asked to cities in 2021, visit https://www.cdp.net/en/guidance/guidance-for-cities.
For any questions, including guidance on how to reference this data in your own work, please contact cities@cdp.net.
Please note that this dataset may contain data from cities or, in some instances, groups of cities at different administrative levels. This includes metropolitan areas, combined authorities, and some regional councils.
When using the inventory data for aggregation, comparison and trend analysis, please note that the inventory data is based on non-verified self-reported city inputs. The reported inventory may not include all emission sources within the city boundary.
This view contains data from the CDP Cities Europe, CDP Cities Africa and CDP Cites Middle East Authority Regions.
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