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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1477101 | Cities 2021 | 2021 | 834278 | Municipality of Resistencia | Argentina | Latin America | 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 | 13 | Ecosystem preservation and biodiversity improvement | 01/20/2022 02:27:05 | |||
| 1477102 | 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. | 3 | Status of action | 1 | Operation | 01/20/2022 02:27:05 | |||
| 1477103 | Cities 2021 | 2021 | 74418 | Town of Breckenridge, CO | United States of America | North America | 9. Buildings | 9.1 | Does your city have emissions reduction targets (government operations, city wide targets) or energy efficiency targets for the following building types? | 1 | Emissions reduction target | 1 | Commercial | Question not applicable | 01/20/2022 02:27:05 | |||
| 1477104 | Cities 2021 | 2021 | 841003 | Ayuntamiento de Apodaca | Mexico | Latin America | 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. | 1 | Most recent years available (select year) | 4 | PM10 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1477105 | Cities 2021 | 2021 | 60414 | Municipalidad Venado Tuerto | Argentina | Latin America | 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. | 4 | Status of action | 2 | Operation | 01/20/2022 02:27:05 | |||
| 1477106 | Cities 2021 | 2021 | 50578 | City of Windsor, ON | Canada | North America | 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) | 61 | 01/20/2022 02:27:05 | ||||
| 1477107 | Cities 2021 | 2021 | 54538 | Bath and North East Somerset | 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. | 1 | Adaptation goal | 1 | No adaptation goals currently | 01/20/2022 02:27:05 | |||
| 1477108 | Cities 2021 | 2021 | 834406 | Municipality of San Pedro Tlaquepaque | Mexico | Latin America | 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 | Immediately | 01/20/2022 02:27:05 | |||
| 1477109 | Cities 2021 | 2021 | 59588 | Town of Chapel Hill, NC | United States of America | North America | 4. City-wide Emissions | City-wide external verification | 4.12a | Please provide the following information about the city-wide emissions verification. | 1 | Name of verifier and attach verification certificate | 1 | Please complete | Question not applicable | 01/20/2022 02:27:05 | ||
| 1477110 | Cities 2021 | 2021 | 50357 | Ciudad de Mendoza | Argentina | Latin America | 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 | 6 | Ecosystem preservation and biodiversity improvement | 01/20/2022 02:27:05 | |||
| 1477111 | Cities 2021 | 2021 | 59536 | City of Kitchener, ON | Canada | North America | 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) | 19 | IPPU > Industrial process | 01/20/2022 02:27:05 | |||
| 1477112 | 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. | 10 | Timescale of reduction / savings / energy production | 19 | 01/20/2022 02:27:05 | ||||
| 1477113 | Cities 2021 | 2021 | 848137 | Beteitiva | Colombia | Latin America | 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. | 10 | Timescale of reduction / savings / energy production | 1 | 01/20/2022 02:27:05 | ||||
| 1477114 | Cities 2021 | 2021 | 50368 | Municipalidad de Provincial de Arequipa | Peru | Latin America | 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. | 12 | Is this target considered to be your cities most ambitious target? | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1477115 | Cities 2021 | 2021 | 60229 | Arendal kommune | Norway | 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. | 7 | Emission factor unit (numerator) | 7 | Tonne (t) | 01/20/2022 02:27:05 | |||
| 1477116 | Cities 2021 | 2021 | 59669 | City of North Vancouver, BC | Canada | North America | 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 | 1 | Improved resource efficiency (e.g. food, water, energy) | 01/20/2022 02:27:05 | |||
| 1477117 | Cities 2021 | 2021 | 43969 | Ciudad de Asunción | Paraguay | Latin America | 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 | 29 | Generation of grid-supplied energy > Local renewable generation | Question not applicable | 01/20/2022 02:27:05 | ||
| 1477118 | Cities 2021 | 2021 | 863239 | New Town Kolkata | India | South and West Asia | 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) | 29 | Generation of grid-supplied energy > Local renewable generation | Question not applicable | 01/20/2022 02:27:05 | ||
| 1477119 | Cities 2021 | 2021 | 859187 | Saiki City | Japan | East Asia | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6b | Please provide a summary of emissions by sector and scope as defined in the Global Protocol for Community Greenhouse Gas Emissions Inventories (GPC) in the table below. | 1 | Emissions (metric tonnes CO2e) | 2 | Stationary Energy: energy use – Scope 2 (I.X.2) | Question not applicable | 01/20/2022 02:27:05 | ||
| 1477120 | Cities 2021 | 2021 | 834406 | Municipality of San Pedro Tlaquepaque | Mexico | Latin America | 1. Governance and Data Management | Governance | 1.7 | Please provide information specifically on the impact of the COVID-19 economic response on climate action in your city and synergies between COVID-19 recovery interventions and climate action. | 3 | Explanation | 1 | Response | Se llevó a cabo la recuperación de espacios verdes a través de 51,526 ejemplares. | 01/20/2022 02:27:05 | ||
| 1477121 | Cities 2021 | 2021 | 35897 | Municipality of Campinas | Brazil | Latin America | 5. Emissions Reduction | Mitigation Target setting | 5.0c | Please provide details of your total city-wide base year intensity target. An intensity target is usually measured per capita or per unit GDP. If you have an absolute emissions reduction target, please select “Base year emissions (absolute) target” in question 5.0. | 10 | Percentage reduction target in emissions intensity | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1477122 | Cities 2021 | 2021 | 50678 | Município de Évora | Portugal | Europe | 13. Waste | 13.3 | What is the amount of your city’s total solid waste collected for each of the following sectors (tonnes/year)? | 1 | Amount of solid waste generated (tonnes/year) | 3 | Commercial | Question not applicable | 01/20/2022 02:27:05 | |||
| 1477123 | Cities 2021 | 2021 | 834251 | Municipality of Coronel Dominguez | Argentina | Latin America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6b | Please provide a summary of emissions by sector and scope as defined in the Global Protocol for Community Greenhouse Gas Emissions Inventories (GPC) in the table below. | 2 | Where data is not available, please explain why | 9 | Waste: waste generated within the city boundary – Scope 3 (III.X.2) | Question not applicable | 01/20/2022 02:27:05 | ||
| 1477124 | Cities 2021 | 2021 | 62868 | Eskişehir Metropolitan Municipality | Turkey | Europe | 7. Local Government Emissions | Local Government Operations GHG Emissions Data | 7.4 | Which gases are included in your emissions inventory? | 0 | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 1477125 | Cities 2021 | 2021 | 44196 | Hwaseong City | Republic of Korea | East Asia | 10. Transport | 10.4 | Provide information on GHG emissions from the transport sector. | 3 | Comment | 2 | Passenger Transport: Public Transport (bus) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1477126 | Cities 2021 | 2021 | 859147 | Town of Yosano | Japan | East Asia | 8. Energy | 8.4 | Please report the following energy access related information for your city. | 5 | Percentage of electricity distributed, but not billed | 1 | Energy access | 01/20/2022 02:27:05 | ||||
| 1477127 | Cities 2021 | 2021 | 834167 | Kochi Municipal Corporation | India | South and West Asia | 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 | 2 | Tourism | 01/20/2022 02:27:05 | |||
| 1477128 | Cities 2021 | 2021 | 845307 | Zarcero | Costa Rica | Latin America | 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 | 0 | 01/20/2022 02:27:05 | ||||
| 1477129 | Cities 2021 | 2021 | 35865 | Municipality of Fortaleza | Brazil | Latin America | 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. | 12 | Action description and implementation progress | 8 | A operação do sistema de Veículo Leve Sobre Trilho (VLT – Parangaba-Mucuripe) e a implantação da Linha Leste do Metrô de Fortaleza, proporcionará uma série de benefícios socioambientais para Fortaleza e seus habitantes, tais como: redução do tempo de viagem; menor custo de operação de veículos; menor consumo de combustível; redução de acidentes de trânsito; menor volume de poluentes emitidos; e redução do custo de manutenção das vias. A ação consiste na extensão do sistema metroviário de Fortaleza por meio do VLT Parangaba-Mucuripe (2021) e Metrô Linha Leste (2025), tendo como impacto da ação a redução anual de emissões estimadas em 154.000 (toneladas métricas de CO2e). | 01/20/2022 02:27:05 | |||
| 1477130 | Cities 2021 | 2021 | 5871 | Essex County Council | United Kingdom of Great Britain and Northern Ireland | 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 | 7 | Meat (Beef, Pork, Chicken) protein sources | Question not applicable | 01/20/2022 02:27:05 | |||
| 1477131 | Cities 2021 | 2021 | 73758 | Mataram City | Indonesia | Southeast Asia and Oceania | 6. Opportunities | Collaboration | 6.3 | Describe how your local/regional government collaborates and coordinates horizontally on climate action. | 1 | Entity with which your local/regional government collaborates and coordinates horizontally on climate action | 1 | Horizontal collaboration and coordination | Jurisdictions within a defined region/province | 01/20/2022 02:27:05 | ||
| 1477132 | Cities 2021 | 2021 | 37241 | City of Berkeley, CA | United States of America | North America | 13. Waste | 13.6 | Does your city have any of the following initiatives, policies and/or regulations. | 2 | Please provide more details and/or a link to more information about any of the proposed initiatives/policies/regulations | 7 | Criteria to design for durability, reparability and recycling in public procurement | Question not applicable | 01/20/2022 02:27:05 | |||
| 1477133 | Cities 2021 | 2021 | 60009 | Bacolod City | Philippines | Southeast Asia and Oceania | 1. Governance and Data Management | Governance | 1.7 | Please provide information specifically on the impact of the COVID-19 economic response on climate action in your city and synergies between COVID-19 recovery interventions and climate action. | 1 | Impact of COVID-19 economic response on city’s budget for financing climate action in your city | 1 | Response | No change on finance available for climate action | 01/20/2022 02:27:05 | ||
| 1477134 | Cities 2021 | 2021 | 50674 | Município de Viseu | 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. | 21 | Name of the engagement activities | 2 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1477135 | Cities 2021 | 2021 | 1499 | Ajuntament de Barcelona | Spain | 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? | 1 | No | 01/20/2022 02:27:05 | |||
| 1477136 | Cities 2021 | 2021 | 35898 | Greater Manchester | 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. | 7 | Emission factor unit (numerator) | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1477137 | Cities 2021 | 2021 | 54386 | Tainan City Government | Taiwan, Greater China | East Asia | 6. Opportunities | Finance and Economic Opportunities | 6.5 | List any mitigation, adaptation, water related or resilience projects you have planned within your city for which you hope to attract financing and provide details on the estimated costs and status of the project. If your city does not have any relevant projects, please select 'No relevant projects' under 'Project Area'. | 5 | Financing model identified | 1 | 01/20/2022 02:27:05 | ||||
| 1477138 | Cities 2021 | 2021 | 60125 | Klaipėdos miesto savivaldybė | Lithuania | Europe | 1. Governance and Data Management | Governance | 1.3 | Please list the key development challenges, barriers and opportunities within the GCC Program. | 3 | Staff Training Needs Assessment | 0 | 01/20/2022 02:27:05 | ||||
| 1477139 | Cities 2021 | 2021 | 826381 | Junta Intermunicipal de la Región Norte del Estado de Jalisco (JINOR) | Mexico | Latin America | 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 | 30 | Total Generation of grid-supplied energy | Question not applicable | 01/20/2022 02:27:05 | ||
| 1477140 | Cities 2021 | 2021 | 62855 | Egedal Kommune | Denmark | Europe | 10. Transport | 10.4 | Provide information on GHG emissions from the transport sector. | 3 | Comment | 5 | Passenger Transport: Taxi/TNC | Question not applicable | 01/20/2022 02:27:05 | |||
| 1477141 | 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. | 4 | If you have no indirect emissions to report, please select a notation key to explain why | 18 | Total Waste | NO | 01/20/2022 02:27:05 | ||
| 1477142 | Cities 2021 | 2021 | 42388 | Intendencia de Montevideo | Uruguay | Latin America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.11 | Does your city have a strategy, or other policy document, in place for how to measure and reduce consumption-based GHG emissions in your city? | 1 | Response | 2 | Construction | Question not applicable | 01/20/2022 02:27:05 | ||
| 1477143 | Cities 2021 | 2021 | 859072 | Noda Village | Japan | East Asia | 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. | 5 | Number of monitoring stations | 2 | PM2.5 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1477144 | Cities 2021 | 2021 | 826396 | Munícipio de Sintra | 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. | 9 | Finance status | 10 | Feasibility undertaken | 01/20/2022 02:27:05 | |||
| 1477145 | Cities 2021 | 2021 | 50356 | Ayuntamiento de Morelia | Mexico | Latin America | 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 | 7 | Increased demand for healthcare services | 01/20/2022 02:27:05 | |||
| 1477146 | Cities 2021 | 2021 | 842160 | Balikesir Metropolitan Municipality | Turkey | Europe | 8. Energy | 8.1 | Please indicate the source mix of electricity consumed in your city. | 4 | Nuclear | 1 | Electricity source | 01/20/2022 02:27:05 | ||||
| 1477147 | Cities 2021 | 2021 | 31114 | City of Sydney | Australia | Southeast Asia and Oceania | 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. | 6 | Methodology | 2 | Global Protocol for Community Greenhouse Gas Emissions Inventories (GPC) | 01/20/2022 02:27:05 | |||
| 1477148 | Cities 2021 | 2021 | 58670 | City of Monrovia | Liberia | Africa | 1. Governance and Data Management | Governance | 1.1 | Please attach the letter from your city’s Mayor requesting the relevant local government department to participate in the Green Climate Cities (GCC) program. | 0 | 0 | No official commitment I am aware of but the political will is there and conversations are ongoing in that direction. So, yes, as a city we intend to undertake such commitment very soon, especially with my role as focal person on such initiatives. | 01/20/2022 02:27:05 | ||||
| 1477149 | Cities 2021 | 2021 | 50368 | Municipalidad de Provincial de Arequipa | Peru | Latin America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.3 | Please give the name of the primary protocol, standard, or methodology you have used to calculate your city’s city-wide GHG emissions. | 1 | Primary protocol | 1 | Emissions methodology | Question not applicable | 01/20/2022 02:27:05 | ||
| 1477150 | Cities 2021 | 2021 | 863436 | Stadt Thun | Switzerland | 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 | 23 | AFOLU > Land use | 01/20/2022 02:27:05 |
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Description
PLEASE READ THE FOLLOWING INFORMATION
This dataset contains all public responses to the CDP-ICLEI 2021 Cities questionnaire. All data included in the dataset is self reported by cities. The reporting platform remains open and the dataset is updated daily to reflect new submissions.
Please note that this dataset exceeds the capacity for Excel. To export the data to Excel, the dataset has been separated into three files. Please follow the links below to access these:
2021 cities dataset covering emissions and mitigation:
https://data.cdp.net/Governance/2021-Cities-Emissions-and-Mitigation/aic4-a5fb
https://data.cdp.net/Governance/2021-Cities-Emissions-and-Mitigation/aic4-a5fb
2021 cities dataset covering vulnerability and adaptation:
https://data.cdp.net/Governance/2021-Cities-Vulnerability-and-Adaptation/hz2m-cbry
https://data.cdp.net/Governance/2021-Cities-Vulnerability-and-Adaptation/hz2m-cbry
2021 cities dataset covering sectors (buildings, energy, transport, waste, urban planning, food, water):
https://data.cdp.net/Governance/2021-Cities-Sectors/xsgm-pagy
https://data.cdp.net/Governance/2021-Cities-Sectors/xsgm-pagy
Access more information on cities reporting, including questionnaire guidance, at https://www.cdp.net/en/guidance/guidance-for-cities.
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’.
For any questions or further 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.
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