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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 151201 | Cities 2021 | 2021 | 60320 | Prefeitura de Presidente Prudente | Brazil | 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. | 3 | Please explain and quantify changes in emissions | 1 | Please explain | Question not applicable | 01/20/2022 02:27:05 | ||
| 151202 | Cities 2021 | 2021 | 850424 | Prefeitura de Itapoá | Brazil | Latin 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. | 4 | Year of adoption of plan by local government | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 151203 | Cities 2021 | 2021 | 31158 | Hanoi City | Viet Nam | Southeast Asia and Oceania | 6. Opportunities | Opportunities | 6.0 | Please indicate the opportunities your city has identified as a result of addressing climate change and describe how the city is positioning itself to take advantage of these opportunities. | 1 | Opportunity | 7 | Development of resource conservation and management | 01/20/2022 02:27:05 | |||
| 151204 | Cities 2021 | 2021 | 54632 | Prefeitura de Caruaru | Brazil | Latin 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. | 4 | Identify the climate-related health issues faced by your city | 1 | Water-borne and food-borne infectious diseases (e.g. diarrhoeal diseases and wound infections) | 01/20/2022 02:27:05 | |||
| 151205 | Cities 2021 | 2021 | 60114 | Miasto Gdynia | Poland | 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. | 9 | Publicly available? | 2 | PM2.5 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 151206 | Cities 2021 | 2021 | 31115 | City of Johannesburg | South Africa | Africa | 6. Opportunities | Finance and Economic Opportunities | 6.11 | Does your city have its own credit rating? | 1 | Does your city have a credit rating? | 1 | International | Yes | 01/20/2022 02:27:05 | ||
| 151207 | Cities 2021 | 2021 | 31055 | Glasgow City Council | United Kingdom of Great Britain and Northern Ireland | 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. | 4 | Climate hazards factored into plan that addresses climate change adaptation | 1 | Flood and sea level rise > River flood | 01/20/2022 02:27:05 | |||
| 151208 | Cities 2021 | 2021 | 10894 | City of Los Angeles, CA | 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. | 1 | Mitigation action | 4 | Water > Water recycling and reclamation | 01/20/2022 02:27:05 | |||
| 151209 | Cities 2021 | 2021 | 31111 | Tokyo Metropolitan Government | Japan | East Asia | 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. | 10 | Percentage reduction target from business as usual | 16 | Question not applicable | 01/20/2022 02:27:05 | |||
| 151210 | 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. | 8 | Emission factor unit (denominator) | 5 | Question not applicable | 01/20/2022 02:27:05 | |||
| 151211 | Cities 2021 | 2021 | 54066 | City of Fort Collins, CO | 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. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 27 | Generation of grid-supplied energy > CHP generation | 01/20/2022 02:27:05 | |||
| 151212 | Cities 2021 | 2021 | 44081 | Lusaka City Council | Zambia | Africa | 8. Energy | 8.1a | Please indicate the source mix of thermal energy (heating and cooling) consumed in your city. | 1 | Coal | 1 | Thermal energy consumption | 01/20/2022 02:27:05 | ||||
| 151213 | Cities 2021 | 2021 | 862705 | Comodoro Rivadavia | 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 | 11 | Disaster Risk Reduction | 01/20/2022 02:27:05 | |||
| 151214 | Cities 2021 | 2021 | 70261 | Alcaldia de Floridablanca | Colombia | 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. | 7 | Base year emissions (metric tonnes CO2e) | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 151215 | Cities 2021 | 2021 | 54647 | Prefeitura de Jundiaí | Brazil | 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 | 5 | Stationary energy > Agriculture | Question not applicable | 01/20/2022 02:27:05 | ||
| 151216 | Cities 2021 | 2021 | 73725 | Guaminí | 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 | 17 | TOTAL BASIC+ emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 151217 | Cities 2021 | 2021 | 863203 | Lampung Barat Regency | Indonesia | Southeast Asia and Oceania | 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 | ||
| 151218 | Cities 2021 | 2021 | 18078 | Swale Borough Council | United Kingdom of Great Britain and Northern Ireland | 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? | 1 | Emissions reduction target | 5 | All building types | Question not applicable | 01/20/2022 02:27:05 | |||
| 151219 | Cities 2021 | 2021 | 55165 | City of Ikoma | 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. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 15 | Waste > Biological treatment | Question not applicable | 01/20/2022 02:27:05 | ||
| 151220 | Cities 2021 | 2021 | 31169 | Government of Hong Kong Special Administrative Region | China, Hong Kong Special Administrative Region | East Asia | 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 | 11 | A consultancy study is in progress to project the extreme winds induced by tropical cyclones under climate change. | 01/20/2022 02:27:05 | |||
| 151221 | Cities 2021 | 2021 | 861779 | Järfälla kommun | Sweden | Europe | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6e | Where it will facilitate a greater understanding of your city-wide emissions, please provide a breakdown of these emissions by the US Community Protocol sources. | 3 | Scope | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 151222 | Cities 2021 | 2021 | 73777 | Muang Phichit | Thailand | Southeast Asia and Oceania | 10. Transport | 10.1 | What is the mode share of each transport mode in your city for passenger transport? | 3 | Buses (including BRT) | 1 | Please complete | 2 | 01/20/2022 02:27:05 | |||
| 151223 | Cities 2021 | 2021 | 859114 | Saku City | 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. | 18 | Web link to action website | 1 | 01/20/2022 02:27:05 | ||||
| 151224 | Cities 2021 | 2021 | 54488 | Trondheim kommune | Norway | 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? | These policy instruments are controlled at the national level in Norway | 01/20/2022 02:27:05 | |||
| 151225 | Cities 2021 | 2021 | 50220 | Métropole de Nice | France | Europe | 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 | ||||
| 151226 | Cities 2021 | 2021 | 42388 | Intendencia de Montevideo | Uruguay | Latin America | 1. Governance and Data Management | Governance | 1.2 | Please list the local government departments involved in the GCC program and its role. | 2 | Number of employees in the department | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 151227 | Cities 2021 | 2021 | 50358 | Gobierno Municipal de Toluca de Lerdo | Mexico | Latin America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.5 | Please attach your city-wide inventory in Excel or other spreadsheet format and provide additional details on the inventory calculation methods in the table below. | 3 | Web link | 1 | 01/20/2022 02:27:05 | ||||
| 151228 | Cities 2021 | 2021 | 859183 | Kamiamakusa City | Japan | East Asia | 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 | 5 | Hydrogen | 01/20/2022 02:27:05 | ||||
| 151229 | Cities 2021 | 2021 | 54306 | Medan City Government | Indonesia | Southeast Asia and Oceania | 1. Governance and Data Management | Governance | 1.5 | Please describe to what extent the planning process is transparent and open. | 3 | The climate adaptation/mitigation plan makes the different commitments for reporting (including in public meetings) on progress towards implementing the plan explicit | 1 | Planning process | Yes | 01/20/2022 02:27:05 | ||
| 151230 | Cities 2021 | 2021 | 37261 | City of Pietermaritzburg | South Africa | Africa | 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 | 5 | Public Health and Safety | 01/20/2022 02:27:05 | |||
| 151231 | Cities 2021 | 2021 | 31175 | Ville de Paris | France | Europe | 8. Energy | 8.5 | How many households within the municipal boundary face energy poverty? Please select the threshold used for energy poverty in your city. | 2 | Threshold used for energy poverty | 1 | Energy Poverty | Other, please specify: Up to 8% of income spent on energy services.Those people belong at the same time to the first three deciles of income per unit of consumption. | 01/20/2022 02:27:05 | |||
| 151232 | Cities 2021 | 2021 | 859194 | Itoman City | 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. | 9 | Level of confidence | 1 | City-wide emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 151233 | Cities 2021 | 2021 | 54354 | City Government of Makati | 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. | 6 | Co-benefit area | 17 | Enhanced climate change adaptation | 01/20/2022 02:27:05 | |||
| 151234 | Cities 2021 | 2021 | 55419 | City of Miramar, FL | 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. | 1 | Direct emissions (metric tonnes CO2e) | 4 | Stationary energy > Industrial buildings & facilities | 01/20/2022 02:27:05 | |||
| 151235 | Cities 2021 | 2021 | 35883 | City of San José, CA | United States of America | North America | 8. Energy | 8.0a | Please provide details of your renewable energy target(s) and how the city plans to meet those targets. | 4 | Base year | 1 | 2019 | 01/20/2022 02:27:05 | ||||
| 151236 | Cities 2021 | 2021 | 35865 | Municipality of Fortaleza | Brazil | Latin America | 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. | 3 | Sectors/areas covered by plan that addresses climate change adaptation | 1 | Agriculture and Forestry | 01/20/2022 02:27:05 | |||
| 151237 | Cities 2021 | 2021 | 54409 | Espoon kaupunki | Finland | 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 | 4 | Do you use regulatory mechanisms that limit the sale of higher carbon foods (meat, dairy, ultra-processed)? | The Finnish national government and EU can decide about the limitations of higher carbon foods. Currently we do not have national regulatory mechanisms that limit the sale of higher carbon foods. | 01/20/2022 02:27:05 | |||
| 151238 | Cities 2021 | 2021 | 63562 | City of South Bend, IN | United States of America | North America | 8. Energy | 8.5 | How many households within the municipal boundary face energy poverty? Please select the threshold used for energy poverty in your city. | 3 | Comment | 1 | Energy Poverty | 01/20/2022 02:27:05 | ||||
| 151239 | Cities 2021 | 2021 | 3203 | City of Chicago, IL | 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 | 6 | 01/20/2022 02:27:05 | ||||
| 151240 | Cities 2021 | 2021 | 848474 | Richmond 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. | 6 | Most relevant assets / services affected overall | 5 | Commercial | The council is considering hazards in the context of the 2021 CCC "Independent Assessment of UK Climate Risk". The report identified more than 60 risks. London in particular is at risk from various direct impacts, including: -Flooding: sea level rise and incidence of tidal flooding; surface water and river flooding -Heatwaves especially as London suffers from the heat island effect with risks to human health, wellbeing and productivity from increased exposure to heat in homes and other buildings-Drought-Storminess and extreme eventsIndirectly, the residents of Richmond are some of the highest consumers in the country. Key areas for adaptation therefore relate to indirect impacts around •Risks to supply of food, goods and vital services due to climate-related collapse of supply chains and distribution networks•Risks to people and the economy from failure of the power system•Multiple other risks to the UK from impacts overseas | 01/20/2022 02:27:05 | ||
| 151241 | Cities 2021 | 2021 | 56276 | New Taipei City Government | Taiwan, Greater China | East Asia | 8. Energy | 8.0a | Please provide details of your renewable energy target(s) and how the city plans to meet those targets. | 4 | Base year | 1 | 2018 | 01/20/2022 02:27:05 | ||||
| 151242 | Cities 2021 | 2021 | 74670 | Antalya Metropolitan Municipality | Turkey | 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. | 2 | Number of charging points in your metropolitan area | 4 | All types | Question not applicable | 01/20/2022 02:27:05 | |||
| 151243 | Cities 2021 | 2021 | 832002 | Municipalidad de Quepos | Costa Rica | 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. | 21 | Name of the engagement activities | 1 | Question not applicable | 01/20/2022 02:27:05 | |||
| 151244 | Cities 2021 | 2021 | 841540 | South Lakeland 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. | 1 | Direct emissions (metric tonnes CO2e) | 7 | Total Stationary Energy | Question not applicable | 01/20/2022 02:27:05 | ||
| 151245 | Cities 2021 | 2021 | 74670 | Antalya Metropolitan Municipality | Turkey | Europe | 5. Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 6 | End year of action | 29 | 2030 | 01/20/2022 02:27:05 | |||
| 151246 | Cities 2021 | 2021 | 74463 | Village of Park Forest, IL | United States of America | North America | 8. Energy | 8.1a | Please indicate the source mix of thermal energy (heating and cooling) consumed in your city. | 13 | Comment | 1 | Thermal energy consumption | Question not applicable | 01/20/2022 02:27:05 | |||
| 151247 | Cities 2021 | 2021 | 70261 | Alcaldia de Floridablanca | Colombia | Latin America | 5. Emissions Reduction | Mitigation Target setting | 5.0a | Please provide details of your total city-wide base year emissions reduction (absolute) target(s). In addition, you may add rows to provide details of your sector-specific targets, by providing the base year emissions specific to that target. | 10 | Target year absolute emissions (metric tonnes CO2e) [Auto-calculated] | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 151248 | Cities 2021 | 2021 | 42120 | City of Salvador | Brazil | Latin America | 6. Opportunities | Opportunities | 6.0 | Please indicate the opportunities your city has identified as a result of addressing climate change and describe how the city is positioning itself to take advantage of these opportunities. | 1 | Opportunity | 4 | Development of waste management-sector | 01/20/2022 02:27:05 | |||
| 151249 | Cities 2021 | 2021 | 68373 | Prefeitura de Pedreira | Brazil | 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. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 12 | Transportation > Off-road | Question not applicable | 01/20/2022 02:27:05 | ||
| 151250 | Cities 2021 | 2021 | 60272 | Prefeitura de Campina Grande | Brazil | Latin America | 2. Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0d | If the city’s climate change risk assessment has been conducted more than 4 years ago, what update/revision process does your city have in place? | 1 | Update/revision process in place | 1 | Update/revision process | 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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