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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1514201 | Cities 2021 | 2021 | 59124 | City of Natchez, MS | United States of America | North America | 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. | 11 | Description of stakeholder engagement process | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1514202 | Cities 2021 | 2021 | 60349 | Prefeitura de São Leopoldo | Brazil | Latin America | 13. Waste | 13.0 | What is the annual solid waste generation in your city? | 1 | Amount of solid waste generated (tonnes/year) | 1 | Please complete | 47.6 | 01/20/2022 02:27:05 | |||
| 1514203 | Cities 2021 | 2021 | 845299 | San Sebastián de Mariquita | Colombia | Latin America | 3. Adaptation | Adaptation Planning Process | 3.4 | Does your local/regional government apply a Monitoring and Evaluation (M&E) system for monitoring the implementation of adaptation goals and targets as part of the climate adaptation plan (or integrated climate action plan)? | 2 | Description of Monitoring and Evaluation (M&E) system applied | 1 | Monitoring & Evaluation (M&E) system | Question not applicable | 01/20/2022 02:27:05 | ||
| 1514204 | Cities 2021 | 2021 | 840927 | Prefeitura de São Cristóvão | 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. | 6 | Year target was set | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1514205 | Cities 2021 | 2021 | 49342 | City of Rochester, NY | 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 | 4 | Increased demand for public services | 01/20/2022 02:27:05 | |||
| 1514206 | Cities 2021 | 2021 | 54687 | Prefeitura Municipal de São José dos Campos | Brazil | Latin 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. | 12 | Level of confidence | 1 | City-wide emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 1514207 | Cities 2021 | 2021 | 57877 | Playa del Carmen | 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. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 18 | Total Waste | Question not applicable | 01/20/2022 02:27:05 | ||
| 1514208 | Cities 2021 | 2021 | 50559 | City of St Catharines, ON | Canada | 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. | 5 | Gas | 4 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1514209 | Cities 2021 | 2021 | 36032 | Ville de Dakar | Senegal | 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. | 1 | Most recent years available (select year) | 3 | PM10 (1 year (annual) mean) | 2021 | 01/20/2022 02:27:05 | |||
| 1514210 | Cities 2021 | 2021 | 54335 | Government of the City of Yogyakarta | Indonesia | Southeast Asia and Oceania | 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 | 1 | Domestic Wastewater Management Study is in progress | 01/20/2022 02:27:05 | |||
| 1514211 | Cities 2021 | 2021 | 54114 | City of Asheville, NC | United States of America | 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) | 1 | 250000 | 01/20/2022 02:27:05 | |||
| 1514212 | Cities 2021 | 2021 | 59537 | City of Denton, TX | United States of America | North America | 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. | 4 | Please describe how the factor supports or challenges the adaptive capacity of your city | 4 | The cost of living in the City of Denton is affordable relative to the nation as a whole. However, there is a disparity in the cost of living for low income residents. For this reason low income housing is often at much higher risk of exposure to climate vulnerabilities. This makes it challenging to adapt to hazards such as heat waves and extreme heat days. Cost of living has been increasing as Denton's population continues to outpace availability and rapid urbanization occurs. | 01/20/2022 02:27:05 | |||
| 1514213 | Cities 2021 | 2021 | 55164 | City of Toyota | Japan | 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. | 6 | End year of action | 25 | 01/20/2022 02:27:05 | ||||
| 1514214 | Cities 2021 | 2021 | 826243 | Alcaldia de Cartago | Colombia | Latin America | 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 | 0 | 01/20/2022 02:27:05 | ||||
| 1514215 | Cities 2021 | 2021 | 35912 | Surat Municipal Corporation | 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) | 3 | Stationary energy > Institutional buildings & facilities | 85000 | 01/20/2022 02:27:05 | ||
| 1514216 | Cities 2021 | 2021 | 840269 | Town of Whitby, ON | Canada | North 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. | 17 | Does this target align to a requirement from a higher level of government? | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1514217 | Cities 2021 | 2021 | 73671 | Godoy Cruz | Argentina | 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 | 34 | Resumen:El Municipio busca el desarrollo de alianzas estratégicas con emprendimientos y empresas locales para dar impulso a la recuperación de residuos secos en la economía y el desarrollo de productos sostenibles.Objetivos:○ Lograr un Departamento más limpio○ Promover el desarrollo de la industria de reciclaje○ Fomentar la economía circular○ Desarrollar compromiso ambiental con los habitantes del Departamento y con emprendimientos y empresas locales. | 01/20/2022 02:27:05 | |||
| 1514218 | Cities 2021 | 2021 | 54520 | Ville de Lausanne | Switzerland | Europe | 13. Waste | 13.2 | What percentage of the solid waste generated in your city is diverted away from landfill or incineration? | 0 | 0 | Question not applicable | 01/20/2022 02:27:05 | |||||
| 1514219 | Cities 2021 | 2021 | 834196 | Miyoshi City | Japan | East 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) | 27 | Generation of grid-supplied energy > CHP generation | Question not applicable | 01/20/2022 02:27:05 | ||
| 1514220 | Cities 2021 | 2021 | 31179 | Gemeente Rotterdam | Netherlands | Europe | 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.)? | 2 | Comment | 1 | Funding received/secured | 01/20/2022 02:27:05 | |||
| 1514221 | Cities 2021 | 2021 | 73755 | Legazpi City | Philippines | Southeast Asia and Oceania | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.3a | Please report on how climate change impacts health outcomes and health services in your city. | 3 | Identify the climate hazards most significantly impacting the selected areas | 1 | Storm and wind > Severe wind | 01/20/2022 02:27:05 | |||
| 1514222 | Cities 2021 | 2021 | 50551 | City of Long Beach, CA | United States of America | North America | 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) | 7 | Other, please specify | 01/20/2022 02:27:05 | ||||
| 1514223 | Cities 2021 | 2021 | 859139 | Minamiise Town | Japan | East 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. | 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 | 11 | Transportation > Aviation | Question not applicable | 01/20/2022 02:27:05 | ||
| 1514224 | Cities 2021 | 2021 | 60385 | Alcaldía de Villavicencio | Colombia | 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. | 1 | Direct emissions (metric tonnes CO2e) | 2 | Stationary energy > Commercial buildings & facilities | Question not applicable | 01/20/2022 02:27:05 | ||
| 1514225 | Cities 2021 | 2021 | 55372 | Prefeitura Municipal de Canoas | Brazil | Latin America | 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. | 2 | Sector | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1514226 | Cities 2021 | 2021 | 859166 | Tadotsu Town | Japan | East Asia | 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. | 3 | Scope 1 emissions from grid-supplied energy generation within the city boundary | 1 | City-wide emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 1514227 | Cities 2021 | 2021 | 60906 | Municipalidad de Vitacura | Chile | 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. | 7 | Please identify which vulnerable populations are affected | 4 | Women & girls | 01/20/2022 02:27:05 | |||
| 1514228 | Cities 2021 | 2021 | 60408 | Municipalidad de Talca | Chile | 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 | 3 | Slow 3kw or below | Question not applicable | 01/20/2022 02:27:05 | |||
| 1514229 | Cities 2021 | 2021 | 54349 | Balikpapan City Government | Indonesia | Southeast Asia and Oceania | 6. Opportunities | Finance and Economic Opportunities | 6.6 | Has your city tested their climate actions through pilot/demonstration projects? | 2 | Description of project and weblink | 1 | Tested by city government | 3R Pilot Project in Gunung Bahagia | 01/20/2022 02:27:05 | ||
| 1514230 | Cities 2021 | 2021 | 35886 | Comune di Torino | Italy | Europe | 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? | 3 | Energy efficiency target | 5 | All building types | Question not applicable | 01/20/2022 02:27:05 | |||
| 1514231 | Cities 2021 | 2021 | 35887 | Ajuntament de València | Spain | 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 | 103 | Pre-feasibility study status | 01/20/2022 02:27:05 | |||
| 1514232 | Cities 2021 | 2021 | 50378 | Municipalidad de San José | Costa Rica | Latin America | 0. Introduction | 0.2 | If you have not previously submitted your Letter of Commitment to the Global Covenant of Mayors, either through the relevant regional covenant or through the Global Covenant secretariat, please attach the letter signed by an appropriately mandated official (e.g. Mayor, City Council) to this question. | 0 | 0 | 01/20/2022 02:27:05 | ||||||
| 1514233 | Cities 2021 | 2021 | 54034 | City of Grand Rapids, MI | 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. | 18 | Web link to action website | 1 | in development | 01/20/2022 02:27:05 | |||
| 1514234 | Cities 2021 | 2021 | 31174 | Moscow Government | Russian Federation | Europe | 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) | 14 | TOTAL Scope 2 emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 1514235 | Cities 2021 | 2021 | 35853 | City of Baltimore, MD | United States of America | North America | 8. Energy | 8.3a | Please provide details on your city’s energy efficiency targets. | 1 | Scale | 1 | Local government operations | 01/20/2022 02:27:05 | ||||
| 1514236 | Cities 2021 | 2021 | 35874 | City of Phoenix, AZ | 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. | 7 | Please identify which vulnerable populations are affected | 2 | Persons with disabilities | 01/20/2022 02:27:05 | |||
| 1514237 | Cities 2021 | 2021 | 35893 | City of Dar es Salaam | United Republic of Tanzania | Africa | 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) | 15 | TOTAL Scope 3 emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 1514238 | Cities 2021 | 2021 | 859060 | Shosanbetsu Village | Japan | East Asia | 13. Waste | 13.0 | What is the annual solid waste generation in your city? | 1 | Amount of solid waste generated (tonnes/year) | 1 | Please complete | 01/20/2022 02:27:05 | ||||
| 1514239 | Cities 2021 | 2021 | 826237 | Alcaldia de Madrid | Colombia | 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 | 30 | Total Generation of grid-supplied energy | Question not applicable | 01/20/2022 02:27:05 | ||
| 1514240 | Cities 2021 | 2021 | 50378 | Municipalidad de San José | Costa Rica | Latin 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. | 6 | Emission factor value | 43 | 2.0e-09 | 01/20/2022 02:27:05 | |||
| 1514241 | Cities 2021 | 2021 | 49345 | City of Birmingham, AL | United States of America | North America | 5. Emissions Reduction | Mitigation Target setting | 5.0b | Please provide details of your total fixed level target(s). | 14 | Does this target align to a requirement from a higher level of government? | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1514242 | Cities 2021 | 2021 | 50357 | Ciudad de Mendoza | Argentina | Latin America | 7. Local Government Emissions | Local Government Operations GHG Emissions Data | 7.8 | Please indicate if your local government operations emissions have increased, decreased, or stayed the same since your last emissions inventory, and please describe why. | 1 | Change in emissions | 1 | Please explain | Question not applicable | 01/20/2022 02:27:05 | ||
| 1514243 | Cities 2021 | 2021 | 831823 | Comune di Massa Marittima | Italy | 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. | 7 | Where can the data be accessed? | 5 | NO2 (1 year (annual) mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1514244 | Cities 2021 | 2021 | 35886 | Comune di Torino | Italy | Europe | 6. Opportunities | Finance and Economic Opportunities | 6.8 | Has your city established a fund to invest in climate projects? | 3 | Comment | 1 | Funds | Question not applicable | 01/20/2022 02:27:05 | ||
| 1514245 | Cities 2021 | 2021 | 54349 | Balikpapan City Government | Indonesia | Southeast Asia and Oceania | 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? | 2 | Please provide more details and/or link to more information about the emission reduction target. | 1 | Commercial | 01/20/2022 02:27:05 | ||||
| 1514246 | Cities 2021 | 2021 | 826094 | Ayuntamiento de Atenguillo | Mexico | Latin America | 10. Transport | 10.3 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 7 | Customer-drive carshares (e.g. Car2Go, Drivenow) fleet size | 1 | Total fleet size | 01/20/2022 02:27:05 | ||||
| 1514247 | Cities 2021 | 2021 | 73694 | Chacabuco | 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. | 1 | Climate hazards | 4 | Flood and sea level rise > Flash / surface flood | 01/20/2022 02:27:05 | |||
| 1514248 | 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. | 8 | Energy savings (MWh) | 2 | 8100 | 01/20/2022 02:27:05 | |||
| 1514249 | Cities 2021 | 2021 | 852523 | Stroud District 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. | 2 | If you have no direct emissions to report, please select a notation key to explain why | 18 | Total Waste | Question not applicable | 01/20/2022 02:27:05 | ||
| 1514250 | Cities 2021 | 2021 | 35877 | City of Pittsburgh, PA | 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. | 6 | Frequency of measurements (e.g. hourly, daily) | 5 | NO2 (1 year (annual) mean) | Question not applicable | 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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