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2021 Full Cities Dataset for Excel - EMEA
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| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 264751 | Cities 2021 | 2021 | 54337 | Greater Amman Municipality | Jordan | Middle East | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.3a | Please report on how climate change impacts health outcomes and health services in your city. | 7 | Please explain | 1 | Risks to public health have been assessed at the national level only, as described below. However, Amman is more insulated from these risks to public health affecting the country, 99.6% of the population have access to potable water supply and most have access to air conditioning. In the latest heat waves affecting the country, working hours for GAM’s outdoor workers were reduced, in order to save them from the worst affects of the heat.Jordan ranks amongst the lowest countries globally for water availability. Temperature rise and changes in precipitation patterns could increase water scarcity and subsequent incidence of water-borne diseases [WHO/UNEP, 2005]. Further impacts of climate change in the region include health and occupational risks associated with increased temperatures, increased frequency of vector-borne, air-borne and respiratory diseases, and nutrition and food insecurity. [Jordan INDC, 2015].In Jordan, under a high emissions scenario, heat-related deaths in the elderly (65+ years) are projected to increase to about 54 deaths per 100,000 by 2080 compared to the estimated baseline of under 3 deaths per 100,000 annually between 1961 and 1990.Conversely a rapid reduction in global emissions could limit heat-related deaths in the elderly to about 11 deaths per 100,000 by 2080. https://apps.who.int/iris/rest/bitstreams/1031234/retrieve | 01/20/2022 02:27:05 | |||
| 264752 | Cities 2021 | 2021 | 35887 | Ajuntament de València | Spain | 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. | 5 | Means of implementation | 2 | Development and implementation of action plan | 01/20/2022 02:27:05 | |||
| 264753 | Cities 2021 | 2021 | 31148 | Gemeente Amsterdam | Netherlands | Europe | 10. Transport | 10.7 | How many public access EV charging points do you have in your city and/or metropolitan area for the following types. | 3 | Comment | 3 | Slow 3kw or below | 01/20/2022 02:27:05 | ||||
| 264754 | Cities 2021 | 2021 | 58489 | Høje-Taastrup Kommune | Denmark | Europe | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.2 | Please identify and describe the factors that most greatly affect your city’s ability to adapt to climate change and indicate how those factors either support or challenge this ability. | 2 | Indicate if this factor either supports or challenges the ability to adapt | 3 | Challenges | 01/20/2022 02:27:05 | |||
| 264755 | Cities 2021 | 2021 | 60178 | Linköpings kommun | Sweden | Europe | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.9 | Does your city have a consumption-based inventory to measure emissions from consumption of goods and services by your residents? | 2 | Provide an overview and attach your consumption-based inventory if relevant | 1 | Please complete | 01/20/2022 02:27:05 | |||
| 264756 | Cities 2021 | 2021 | 36477 | Comune di Lucca | 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. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 5 | Stationary energy > Agriculture | Question not applicable | 01/20/2022 02:27:05 | ||
| 264757 | Cities 2021 | 2021 | 60153 | City of Mombasa | Kenya | Africa | 13. Waste | 13.0 | What is the annual solid waste generation in your city? | 3 | Please describe the methodology used to calculate the annual solid waste generation in your city | 1 | Please complete | 01/20/2022 02:27:05 | ||||
| 264758 | Cities 2021 | 2021 | 71557 | Quelimane Municipal Council | Mozambique | 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. | 1 | Direct emissions (metric tonnes CO2e) | 2 | Stationary energy > Commercial buildings & facilities | Question not applicable | 01/20/2022 02:27:05 | ||
| 264759 | Cities 2021 | 2021 | 54529 | City of Leicester | 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. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 29 | Generation of grid-supplied energy > Local renewable generation | 0 | 01/20/2022 02:27:05 | ||
| 264760 | Cities 2021 | 2021 | 36501 | Comune di Prato | Italy | 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. | 12 | Total cost provided by the local government (currency) | 1 | 01/20/2022 02:27:05 | ||||
| 264761 | Cities 2021 | 2021 | 36494 | Comune di Padova | Italy | 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. | 1 | Applicable sub-sector | 5 | Question not applicable | 01/20/2022 02:27:05 | |||
| 264762 | Cities 2021 | 2021 | 54337 | Greater Amman Municipality | Jordan | Middle East | 7. Local Government Emissions | Local Government Emissions Verification | 7.9a | Please provide the following information about the emissions verification process. | 1 | Name of verifier and attach verification certificate | 1 | Verification details | Question not applicable | 01/20/2022 02:27:05 | ||
| 264763 | Cities 2021 | 2021 | 35449 | Stadt Zürich | Switzerland | Europe | 12. Food | 12.0a | Report the tonnes per food group that are served and/or sold through the above mentioned programs. | 1 | Tonnes served and/or sold | 1 | Vegetables | Question not applicable | 01/20/2022 02:27:05 | |||
| 264764 | Cities 2021 | 2021 | 43917 | Obshtina Sofia | Bulgaria | 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. | 7 | File name and attach your inventory | 2 | Final_Report_Municipality_Sofia_170627.pdf | Инвентаризация на емисиите на CO2 CH4 N2O измерени в CO2 еквивалент _2015.pdf | 01/20/2022 02:27:05 | ||
| 264765 | Cities 2021 | 2021 | 35755 | Village of Kadiovacik | Turkey | Europe | 10. Transport | 10.11 | Please provide city-wide average air pollution metrics from the monitoring sites within your city for the most recent three years. | 4 | Average concentration for third most recent year available (ug/m3) | 3 | PM10 (1 year (annual) mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 264766 | Cities 2021 | 2021 | 54409 | Espoon kaupunki | Finland | 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. | 4 | If you have no indirect emissions to report, please select a notation key to explain why | 21 | Total IPPU | NO | 01/20/2022 02:27:05 | ||
| 264767 | Cities 2021 | 2021 | 35898 | Greater Manchester | United Kingdom of Great Britain and Northern Ireland | Europe | 5. Emissions Reduction | Mitigation Target setting | 5.3 | Does your city-wide emissions reduction target(s) account for the use of transferable emissions units? | 0 | 0 | No | 01/20/2022 02:27:05 | ||||
| 264768 | Cities 2021 | 2021 | 13506 | Nottingham City Council | United Kingdom of Great Britain and Northern Ireland | 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. | 7 | Comment | 4 | 01/20/2022 02:27:05 | ||||
| 264769 | Cities 2021 | 2021 | 36274 | Comune di Bologna | Italy | 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 | 10 | Biological hazards > Air-borne disease | 01/20/2022 02:27:05 | |||
| 264770 | Cities 2021 | 2021 | 54497 | Miasto Wrocław | Poland | Europe | 2. Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0b | Please attach and provide details on your climate change risk and vulnerability assessment. Please provide details on the boundary of your assessment, and where this differs from your city’s boundary, please provide an explanation. | 1 | Publication title and attach the document | 0 | 01/20/2022 02:27:05 | ||||
| 264771 | Cities 2021 | 2021 | 35863 | eThekwini Municipality | South Africa | Africa | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6f | Where it will facilitate a greater understanding of your city-wide emissions, please provide a breakdown of these emissions by end user (buildings, water, waste, transport), economic sector (residential, commercial, industrial, institutional), or any other classification system used in your city. | 3 | Scope | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 264772 | Cities 2021 | 2021 | 861779 | Järfälla kommun | Sweden | Europe | 12. Food | 12.4 | How does your city increase access to sustainable foods? | 2 | Please provide details and/or links to more information about the actions your city is taking to increase access to sustainable foods | 1 | Do you subsidise fresh fruits and vegetables? | 01/20/2022 02:27:05 | ||||
| 264773 | Cities 2021 | 2021 | 60153 | City of Mombasa | Kenya | Africa | 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. | 6 | Year target was set | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 264774 | Cities 2021 | 2021 | 58613 | City of York Council | United Kingdom of Great Britain and Northern Ireland | 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. | 5 | Gas | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 264775 | Cities 2021 | 2021 | 73879 | Roskilde Kommune | Denmark | 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) | 7 | Total Stationary Energy | 01/20/2022 02:27:05 | |||
| 264776 | Cities 2021 | 2021 | 54430 | Ville du Havre | France | Europe | 5. Emissions Reduction | Mitigation Target setting | 5.0b | Please provide details of your total fixed level target(s). | 9 | Target year absolute emissions (metric tonnes CO2e) | 1 | 01/20/2022 02:27:05 | ||||
| 264777 | Cities 2021 | 2021 | 54461 | Gemeente Groningen | Netherlands | Europe | 5. Emissions Reduction | Mitigation Target setting | 5.0d | Please provide details of your total city-wide baseline scenario target(s), including projected business as usual emissions. | 16 | Does this target align to a requirement from a higher level of government? | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 264778 | Cities 2021 | 2021 | 831230 | Municipality of La Marsa | Tunisia | 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. | 1 | Direct emissions (metric tonnes CO2e) | 10 | Transportation > Waterborne navigation | Question not applicable | 01/20/2022 02:27:05 | ||
| 264779 | Cities 2021 | 2021 | 31174 | Moscow Government | Russian Federation | 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? | 8 | No | 01/20/2022 02:27:05 | |||
| 264780 | Cities 2021 | 2021 | 36261 | Comune di Bolzano | Italy | Europe | 1. Governance and Data Management | Governance | 1.4 | Please list the stakeholder engagement activities for each relevant stakeholder group. | 6 | Attach reference document such as meeting minutes, pictures or webpage | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 264781 | Cities 2021 | 2021 | 69822 | Kristianstads kommun | Sweden | Europe | 5. Emissions Reduction | Mitigation Target setting | 5.0b | Please provide details of your total fixed level target(s). | 2 | Where sources differ from the inventory, identify and explain these additions / exclusions | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 264782 | Cities 2021 | 2021 | 31151 | Stadt Basel | Switzerland | 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 | 3 | Question not applicable | 01/20/2022 02:27:05 | |||
| 264783 | Cities 2021 | 2021 | 840132 | Comune di Assisi | Italy | Europe | 5. Emissions Reduction | Mitigation Target setting | 5.0d | Please provide details of your total city-wide baseline scenario target(s), including projected business as usual emissions. | 17 | Please describe your target. If your country has an NDC and your city’s target is less ambitious than the NDC, please explain why. | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 264784 | Cities 2021 | 2021 | 863238 | Stadt St.Gallen | Switzerland | Europe | 5. Emissions Reduction | Mitigation Planning | 5.5a | Please attach your city’s climate change mitigation plan below. If your city has both mitigation and energy access plans, please make sure to attach all relevant documents below. | 10 | Describe the synergies, trade-offs, and co-benefits of this interaction | 1 | 01/20/2022 02:27:05 | ||||
| 264785 | Cities 2021 | 2021 | 840024 | Perth and Kinross | United Kingdom of Great Britain and Northern Ireland | Europe | 7. Local Government Emissions | Local Government Emissions Verification | 7.9a | Please provide the following information about the emissions verification process. | 1 | Name of verifier and attach verification certificate | 1 | Verification details | Question not applicable | 01/20/2022 02:27:05 | ||
| 264786 | Cities 2021 | 2021 | 31115 | City of Johannesburg | South Africa | Africa | 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 | 7 | Children & youth | 01/20/2022 02:27:05 | |||
| 264787 | Cities 2021 | 2021 | 50671 | Município de Fafe | Portugal | 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? | 1 | Short-term (by 2025) | 01/20/2022 02:27:05 | |||
| 264788 | Cities 2021 | 2021 | 31174 | Moscow Government | Russian Federation | 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. | 3 | Fuel type or activity | 43 | Question not applicable | 01/20/2022 02:27:05 | |||
| 264789 | Cities 2021 | 2021 | 31115 | City of Johannesburg | South Africa | Africa | 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. | 12 | Please describe the impacts experienced so far, and how you expect the hazard to impact in the future | 3 | Stress on Water Supply from Increased Water Demand. Damage to urban agriculture efforts. Drought is likely to have a knock effect on commerce, especially certain industries that rely on heavy use of water. It may also dampen tourism potential for the City. Many jobs in Johannesburg are created by tourism. | 01/20/2022 02:27:05 | |||
| 264790 | Cities 2021 | 2021 | 35898 | Greater Manchester | United Kingdom of Great Britain and Northern Ireland | Europe | 8. Energy | 8.1a | Please indicate the source mix of thermal energy (heating and cooling) consumed in your city. | 12 | What scale is the thermal energy mix data | 1 | Thermal energy consumption | We do not have access to data | 01/20/2022 02:27:05 | |||
| 264791 | Cities 2021 | 2021 | 826450 | Durham County Council | United Kingdom of Great Britain and Northern Ireland | 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 | 2 | Persons with chronic diseases | Note, the magnitudes of hazards are estimated. | 01/20/2022 02:27:05 | ||
| 264792 | Cities 2021 | 2021 | 60114 | Miasto Gdynia | Poland | Europe | 10. Transport | 10.3 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 8 | Comment | 3 | Hybrid | 01/20/2022 02:27:05 | ||||
| 264793 | Cities 2021 | 2021 | 73413 | Commune de Cocody | Côte d'Ivoire | 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. | 2 | If you have no direct emissions to report, please select a notation key to explain why | 3 | Stationary energy > Institutional buildings & facilities | Question not applicable | 01/20/2022 02:27:05 | ||
| 264794 | Cities 2021 | 2021 | 31163 | Istanbul Metropolitan Municipality | Turkey | 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 | 3 | Persons living in sub-standard housing | 01/20/2022 02:27:05 | |||
| 264795 | Cities 2021 | 2021 | 59151 | Akureyrarbær | Iceland | 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 | 1 | Vistorka: Vistvænar samgöngur | 01/20/2022 02:27:05 | |||
| 264796 | Cities 2021 | 2021 | 46514 | Município do Porto | 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. | 2 | Action title | 7 | Urban waste energy valorization | 01/20/2022 02:27:05 | |||
| 264797 | Cities 2021 | 2021 | 73676 | Umhlathuze | South Africa | Africa | 10. Transport | 10.11 | Please provide city-wide average air pollution metrics from the monitoring sites within your city for the most recent three years. | 6 | Frequency of measurements (e.g. hourly, daily) | 4 | PM10 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 264798 | Cities 2021 | 2021 | 55325 | Município de Águeda | Portugal | Europe | 8. Energy | 8.2 | For each type of renewable energy within the city boundary, please report the installed capacity (MW) and annual generation (MWh). | 1 | Installed capacity (MW) | 2 | Solar thermal | 198.97 | 01/20/2022 02:27:05 | |||
| 264799 | Cities 2021 | 2021 | 840521 | City of Denizli | Turkey | 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. | 3 | Boundary of target relative to city boundary (reported in 0.1) | 1 | Question not applicable | 01/20/2022 02:27:05 | |||
| 264800 | Cities 2021 | 2021 | 60168 | Derry City & Strabane | United Kingdom of Great Britain and Northern Ireland | 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. | 6 | Most relevant assets / services affected overall | 1 | Water supply & sanitation | 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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