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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 131901 | Cities 2021 | 2021 | 863464 | Tilarán | Costa Rica | Latin America | 12. Food | 12.2 | What is the surface area of potential agricultural spaces within the municipal boundary (km2)? | 1 | Surface area of potential agricultural spaces within the municipal boundary (km2) | 1 | Please complete | Question not applicable | 01/20/2022 02:27:05 | |||
| 131902 | Cities 2021 | 2021 | 859169 | Kuroshio Town | Japan | East Asia | 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) | 4 | Wind | 01/20/2022 02:27:05 | ||||
| 131903 | Cities 2021 | 2021 | 827048 | Zhenjiang Municipal People's Government | China | East Asia | 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 | 4 | 01/20/2022 02:27:05 | ||||
| 131904 | Cities 2021 | 2021 | 50543 | Halifax Regional Municipality, NS | Canada | North 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. | 9 | Future change in intensity | 1 | Increasing | 01/20/2022 02:27:05 | |||
| 131905 | Cities 2021 | 2021 | 840269 | Town of Whitby, 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. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 22 | AFOLU > Livestock | 01/20/2022 02:27:05 | |||
| 131906 | Cities 2021 | 2021 | 31179 | Gemeente Rotterdam | Netherlands | Europe | 3. Adaptation | Adaptation Planning | 3.2a | Please provide more information on your plan that addresses climate change adaptation and/or resilience and attach the document. Please provide details on the boundary of your plan, and where this differs from your city’s boundary, please provide an explanation. | 13 | Description of the stakeholder engagement processes | 1 | 01/20/2022 02:27:05 | ||||
| 131907 | Cities 2021 | 2021 | 54104 | City of Boulder, CO | United States of America | North America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6c | Please provide a breakdown of your GHG emissions by scope. Where values are not available, please use the comment field to indicate the reason why. | 15 | Comment | 1 | City-wide emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 131908 | Cities 2021 | 2021 | 50545 | City of Henderson, NV | United States of America | North 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. | 3 | Average concentration for second most recent year available (ug/m3) | 7 | SO2 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 131909 | Cities 2021 | 2021 | 73755 | Legazpi City | Philippines | Southeast Asia and Oceania | 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 | 23 | Fishery | 01/20/2022 02:27:05 | |||
| 131910 | Cities 2021 | 2021 | 834251 | Municipality of Coronel Dominguez | Argentina | Latin America | 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 | 1 | Rapid 43 kw and above | Question not applicable | 01/20/2022 02:27:05 | |||
| 131911 | Cities 2021 | 2021 | 42120 | City of Salvador | Brazil | 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. | 9 | Finance status | 4 | Finance secured | 01/20/2022 02:27:05 | |||
| 131912 | Cities 2021 | 2021 | 50550 | City of Buffalo, NY | United States of America | 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. | 15 | Total cost provided by the local government | 20 | 01/20/2022 02:27:05 | ||||
| 131913 | Cities 2021 | 2021 | 859109 | Yamanashi City | Japan | East Asia | 6. Opportunities | Climate Action Planning | 6.12 | Describe how your city plans to enhance ambition and scale up Climate Action Plan (integrated/adaptation/mitigation) and actions to achieve climate neutrality, net zero emissions, carbon neutrality or 100% renewables. | 0 | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 131914 | Cities 2021 | 2021 | 50568 | City of Saskatoon, SK | 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. | 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 | 01/20/2022 02:27:05 | |||
| 131915 | Cities 2021 | 2021 | 74560 | City of Moab, UT | United States of America | North America | 7. Local Government Emissions | Local Government Operations GHG Emissions Data | 7.7 | Do you measure local government Scope 3 emissions? | 0 | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 131916 | Cities 2021 | 2021 | 54337 | Greater Amman Municipality | Jordan | Middle East | 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'. | 3 | Stage of project development | 2 | Pre-feasibility/impact assessment | The funding mechanism is agreed between GAM and the funding agency, usually based on the system of phases, and detailed in a Memorandum of Understanding (MoU) between GAM and the funding agency | 01/20/2022 02:27:05 | ||
| 131917 | Cities 2021 | 2021 | 54461 | Gemeente Groningen | Netherlands | Europe | 8. Energy | 8.4 | Please report the following energy access related information for your city. | 6 | Percentage of city population with access to clean cooking | 1 | Energy access | 01/20/2022 02:27:05 | ||||
| 131918 | Cities 2021 | 2021 | 35898 | Greater Manchester | 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. | 9 | Renewable energy production (MWh) | 13 | 01/20/2022 02:27:05 | ||||
| 131919 | Cities 2021 | 2021 | 862614 | Municipio de Colima | Mexico | Latin America | 6. Opportunities | Finance and Economic Opportunities | 6.7 | Has your city received/secured funding for any climate projects (e.g. energy efficiency, renewable energy, low emission vehicles, waste management, flood defence etc.) from an International Financial Institution (e.g. World Bank, Asian Development Bank, etc.)? | 1 | Funding received/secured for low carbon projects or climate adaptation | 1 | Funding received/secured | Question not applicable | 01/20/2022 02:27:05 | ||
| 131920 | Cities 2021 | 2021 | 58569 | City of Podgorica | Montenegro | 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 | Marginalized groups | 01/20/2022 02:27:05 | |||
| 131921 | Cities 2021 | 2021 | 60238 | Söderhamns 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. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 9 | Transportation > Rail | Question not applicable | 01/20/2022 02:27:05 | ||
| 131922 | Cities 2021 | 2021 | 826208 | Junta Intermunicipal de Medio Ambiente de Sierra Occidental y Costa (JISOC) | Mexico | 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. | 1 | Climate hazards | 0 | 01/20/2022 02:27:05 | ||||
| 131923 | Cities 2021 | 2021 | 36036 | City of Ibadan | Nigeria | 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. | 11 | Co-benefit area | 2 | 01/20/2022 02:27:05 | ||||
| 131924 | Cities 2021 | 2021 | 57347 | Pingtung County Government | Taiwan, Greater China | East Asia | 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 | 4 | New buildings | 01/20/2022 02:27:05 | ||||
| 131925 | Cities 2021 | 2021 | 834301 | Municipality of San Antonio de Areco | Argentina | 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. | 2 | COVID-19 recovery interventions and climate action synergies | 1 | Response | Recovery interventions that focus on employment opportunities in green sectors | 01/20/2022 02:27:05 | ||
| 131926 | Cities 2021 | 2021 | 859148 | Ibaraki City | Japan | East Asia | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.3a | Please report on how climate change impacts health outcomes and health services in your city. | 2 | Health-related risk and vulnerability assessment undertaken | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 131927 | Cities 2021 | 2021 | 841964 | City of Hallandale Beach, FL | United States of America | North 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. | 2 | Average concentration for most recent year available (ug/m3) | 6 | O3 (Daily maximum 8 hour mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 131928 | Cities 2021 | 2021 | 60603 | City of Prince George, 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. | 18 | Web link to action website | 5 | 01/20/2022 02:27:05 | ||||
| 131929 | Cities 2021 | 2021 | 827048 | Zhenjiang Municipal People's Government | China | East Asia | 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. | 4 | Implementation status | 77 | 01/20/2022 02:27:05 | ||||
| 131930 | Cities 2021 | 2021 | 50560 | City of Oakland, CA | United States of America | North America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.3a | Please report on how climate change impacts health outcomes and health services in your city. | 6 | Please identify which vulnerable populations are affected by these climate-related impacts | 2 | Persons living in sub-standard housing | 01/20/2022 02:27:05 | |||
| 131931 | Cities 2021 | 2021 | 69824 | Västerviks kommun | Sweden | Europe | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6c | Please provide a breakdown of your GHG emissions by scope. Where values are not available, please use the comment field to indicate the reason why. | 10 | Calculated total Scope 1 + Scope 2 emissions | 1 | City-wide emissions | 01/20/2022 02:27:05 | |||
| 131932 | Cities 2021 | 2021 | 31173 | Comune di Milano | Italy | Europe | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6c | Please provide a breakdown of your GHG emissions by scope. Where values are not available, please use the comment field to indicate the reason why. | 11 | Total (Scope 1 + Scope 2) emissions - please ensure this matches the total calculated field above | 1 | City-wide emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 131933 | Cities 2021 | 2021 | 859068 | Hanamaki City | Japan | East Asia | 8. Energy | 8.1 | Please indicate the source mix of electricity consumed in your city. | 2 | Gas | 1 | Electricity source | 01/20/2022 02:27:05 | ||||
| 131934 | Cities 2021 | 2021 | 31156 | Municipality of Curitiba | Brazil | 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. | 11 | Percentage of target achieved so far | 2 | 01/20/2022 02:27:05 | ||||
| 131935 | Cities 2021 | 2021 | 1184 | City of Austin, TX | United States of America | North 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. | 4 | Average concentration for third most recent year available (ug/m3) | 1 | PM2.5 (1 year (annual) mean) | 01/20/2022 02:27:05 | ||||
| 131936 | Cities 2021 | 2021 | 839672 | Municipalidad Distrital de La Molina | Peru | 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 | 8 | Transportation > On-road | Question not applicable | 01/20/2022 02:27:05 | ||
| 131937 | Cities 2021 | 2021 | 841153 | Municipalidad de Bellavista | Peru | Latin America | 10. Transport | 10.3 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 5 | Number of taxis | 2 | Electric | 0 | 01/20/2022 02:27:05 | |||
| 131938 | Cities 2021 | 2021 | 832002 | Municipalidad de Quepos | Costa Rica | 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. | 8 | Action description and implementation progress | 2 | La Comisión de Cambio Climático fue conformada y oficializada, ha sido capacitada con apoyo de la Universidad Nacional. Han participado en la elaboración de mapas de riesgos con cartografía social, la evalaución de la vulnerabilidad y capacidad adaptativa y han construido un primer plan de acción en adaptación en el 2018 para iniciar su ejecución en el 2019. | 01/20/2022 02:27:05 | |||
| 131939 | Cities 2021 | 2021 | 74631 | Lubumbashi | Democratic Republic of the Congo | Africa | 2. Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0c | Please explain why your city does not have a climate risk and vulnerability assessment. | 1 | Reason | 1 | Please explain | Question not applicable | 01/20/2022 02:27:05 | ||
| 131940 | Cities 2021 | 2021 | 862419 | Sumbawa Regency | Indonesia | Southeast Asia and Oceania | 10. Transport | 10.4 | Provide information on GHG emissions from the transport sector. | 1 | GHG emissions (tonne CO2e) | 3 | Passenger Transport: Public Transport (LRT/MRT/Railway) | Question not applicable | 01/20/2022 02:27:05 | |||
| 131941 | Cities 2021 | 2021 | 50540 | City of Albuquerque, NM | United States of America | 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. | 2 | If you have no direct emissions to report, 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 | ||
| 131942 | Cities 2021 | 2021 | 826148 | Ayuntamiento de Puerto Vallarta | Mexico | Latin America | 6. Opportunities | Finance and Economic Opportunities | 6.11 | Does your city have its own credit rating? | 4 | If you do not have a credit rating, please provide more details on why and what steps you are taking to get one | 2 | Domestic | Question not applicable | 01/20/2022 02:27:05 | ||
| 131943 | Cities 2021 | 2021 | 58871 | City of Salem, MA | United States of America | North 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 | 1 | Population displacement | 01/20/2022 02:27:05 | |||
| 131944 | Cities 2021 | 2021 | 54116 | City of Dubuque, IA | United States of America | North 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. | 1 | Impact of COVID-19 economic response on city’s budget for financing climate action in your city | 1 | Response | Increased finance available for climate action | 01/20/2022 02:27:05 | ||
| 131945 | Cities 2021 | 2021 | 50373 | Municipalidad de Rosario | Argentina | Latin America | 7. Local Government Emissions | Local Government Operations GHG Emissions Data | 7.5 | Please give the total amount of fuel (refers to Scope 1 emissions) that your local government has consumed this year. | 2 | Fuel | 1 | Question not applicable | 01/20/2022 02:27:05 | |||
| 131946 | Cities 2021 | 2021 | 54027 | City of St. John's, NL | Canada | North America | 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'. | 6 | Identified financing model description | 0 | 01/20/2022 02:27:05 | ||||
| 131947 | 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. | 4 | Status of action | 75 | Pre-implementation | 01/20/2022 02:27:05 | |||
| 131948 | Cities 2021 | 2021 | 36159 | Município de Lisboa | Portugal | Europe | 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'. | 9 | Total investment cost needed | 8 | 01/20/2022 02:27:05 | ||||
| 131949 | Cities 2021 | 2021 | 37241 | City of Berkeley, CA | United States of America | North America | 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 | 1 | Question not applicable | 01/20/2022 02:27:05 | |||
| 131950 | Cities 2021 | 2021 | 31153 | Bundeshauptstadt Berlin | Germany | 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. | 12 | Action description and implementation progress | 2 | The Berlin Energy and Climate Programme lays down the goal that by 2050 25% of the total electricity generation is provided by solar power. In 2019, a feasability study has been conducted by the Frauenhofer Institute to lay down the way, obstacles and opportunities to reach this goal. After analyzing Berlin roofs, facades, expected solar power and technical data, the study concluded that a photovoltaic capacity of 4.400 MWp needs and can to be installed on Berlin roofs. However this requires amongst other things also a change in national regulations, a mix of different instruments and measures and creative local solutions. Based on this study, an action plan includig 27 measures has been developed. For the development of the masterplan 212.700 Euros have been provided by the Senate. More funding will be provided for the implementation of the measures. The amount of emissions provided below reflects the potential once the solar power energy generation target has been achieved. | 01/20/2022 02:27:05 |
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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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