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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1494201 | Cities 2021 | 2021 | 54390 | Hsinchu County Government | Taiwan, Greater China | East Asia | 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 | 01/20/2022 02:27:05 | ||||
| 1494202 | Cities 2021 | 2021 | 55379 | Santa Fé Ciudad | 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. | 16 | Majority funding source | 13 | 01/20/2022 02:27:05 | ||||
| 1494203 | Cities 2021 | 2021 | 31112 | Kaohsiung 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. | 1 | Scale | 1 | City-wide | 01/20/2022 02:27:05 | ||||
| 1494204 | Cities 2021 | 2021 | 861779 | Järfälla kommun | Sweden | Europe | 8. Energy | 8.1a | Please indicate the source mix of thermal energy (heating and cooling) consumed in your city. | 12 | What scale is the thermal energy mix data | 1 | Thermal energy consumption | Question not applicable | 01/20/2022 02:27:05 | |||
| 1494205 | Cities 2021 | 2021 | 834374 | Tagum City | Philippines | Southeast Asia and Oceania | 3. Adaptation | Adaptation Goals | 3.3 | Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal. | 5 | Does this goal align with a requirement from a higher level of government? | 23 | Yes | 01/20/2022 02:27:05 | |||
| 1494206 | Cities 2021 | 2021 | 54349 | Balikpapan City Government | Indonesia | Southeast Asia and Oceania | 8. Energy | 8.1 | Please indicate the source mix of electricity consumed in your city. | 3 | Oil | 1 | Electricity source | 51.48 | 01/20/2022 02:27:05 | |||
| 1494207 | Cities 2021 | 2021 | 14874 | City of Portland, OR | 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. | 8 | Action description and implementation progress | 3 | Minimize health issues caused by extreme heat days andassociated poor air quality, especially for populations most vulnerable to these impacts byimproving the preparation for and response to heat by health, community service, public safetyand emergency response staff and services. | 01/20/2022 02:27:05 | |||
| 1494208 | Cities 2021 | 2021 | 32550 | City of Denver, CO | United States of America | 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. | 3 | Boundary of target relative to city boundary (reported in 0.1) | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1494209 | Cities 2021 | 2021 | 50375 | Ayuntamiento de Chihuahua | Mexico | Latin 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 | |||
| 1494210 | Cities 2021 | 2021 | 859065 | Nakasatsunai Village | Japan | 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. | 12 | Total cost provided by the local government (currency) | 0 | 01/20/2022 02:27:05 | ||||
| 1494211 | Cities 2021 | 2021 | 14344 | City of Park City, UT | 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. | 3 | Means of implementation | 17 | Education | 01/20/2022 02:27:05 | |||
| 1494212 | Cities 2021 | 2021 | 73645 | KwaDukuza | South Africa | Africa | 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. | 4 | Emission factor source | 6 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1494213 | Cities 2021 | 2021 | 54078 | City of Hayward, 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. | 12 | Action description and implementation progress | 14 | Downtown Streets Team seeks to launch a recycling program that will help the City attain its zero waste initiative. Our teams will be working in Downtown and Tennyson area in Hayward to remove blight from the community and sort waste into the proper receptacles to reduce waste in our landfills. Currently our teams recycle bottles and cans but we recognize that we can do more to keep items such as paper, cigarettes, and compostable materials out of landfills. We will sort waste into the following categories: compostable waste, paper, recycling, cigarette waste, and garbage. The City of Hayward will continue to provide proper training to staff and Team Members to learn how to properly handle, separate, and dispose of the waste and recycling. The City of Hayward will provide Downtown and Tennyson teams with the proper bins and pick up for our recycling and waste. Downtown Streets Team will ship the cigarette waste to a company Terracycle where it is shredded and separated into plastics, papers, and organics. In addition, we will track data of the number of gallons of debris and recycling materials collected to report to the City. | 01/20/2022 02:27:05 | |||
| 1494214 | Cities 2021 | 2021 | 859185 | Minamioguni Town | Japan | East Asia | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.9 | Does your city have a consumption-based inventory to measure emissions from consumption of goods and services by your residents? | 1 | Response | 1 | Please complete | 01/20/2022 02:27:05 | |||
| 1494215 | Cities 2021 | 2021 | 850413 | Prefeitura de Itá | Brazil | Latin 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? | 3 | Energy efficiency target | 2 | Municipal | Question not applicable | 01/20/2022 02:27:05 | |||
| 1494216 | Cities 2021 | 2021 | 73530 | Town of Lexington, MA | 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. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 7 | Total Stationary Energy | 128676 | 01/20/2022 02:27:05 | ||
| 1494217 | Cities 2021 | 2021 | 54113 | City of Flagstaff, 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. | 5 | Social impact of hazard overall | 5 | Increased risk to already vulnerable populations | 01/20/2022 02:27:05 | |||
| 1494218 | Cities 2021 | 2021 | 834167 | Kochi 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. | 4 | If you have no indirect emissions to report, please select a notation key to explain why | 7 | Total Stationary Energy | 01/20/2022 02:27:05 | |||
| 1494219 | Cities 2021 | 2021 | 43910 | City of Columbus, OH | United States of America | North America | 10. Transport | 10.4 | Provide information on GHG emissions from the transport sector. | 1 | GHG emissions (tonne CO2e) | 1 | Passenger Transport: Private cars | Question not applicable | 01/20/2022 02:27:05 | |||
| 1494220 | Cities 2021 | 2021 | 843399 | Wandsworth Council | United Kingdom of Great Britain and Northern Ireland | 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. | 3 | Action title | 4 | Working with residents and businesses on installing blue roofs and reducing run off | 01/20/2022 02:27:05 | |||
| 1494221 | Cities 2021 | 2021 | 43914 | City of Charlotte, NC | 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. | 4 | Implementation status | 4 | Implementation | 01/20/2022 02:27:05 | |||
| 1494222 | Cities 2021 | 2021 | 49346 | City of Allentown, PA | 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. | 21 | Name of the engagement activities | 3 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1494223 | Cities 2021 | 2021 | 848409 | Lince | Peru | Latin America | 8. Energy | 8.1 | Please indicate the source mix of electricity consumed in your city. | 1 | Coal | 1 | Electricity source | 01/20/2022 02:27:05 | ||||
| 1494224 | Cities 2021 | 2021 | 60588 | Municipiul Alba Iulia | Romania | 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) | 5 | Stationary energy > Agriculture | 01/20/2022 02:27:05 | |||
| 1494225 | Cities 2021 | 2021 | 859071 | Yahaba Town | 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. | 5 | Start year of action | 11 | 01/20/2022 02:27:05 | ||||
| 1494226 | Cities 2021 | 2021 | 36004 | City of Abidjan | Côte d'Ivoire | Africa | 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. | 3 | Level of degree to which factor challenges/supports the adaptive capacity of your city | 1 | Moderately challenges | 01/20/2022 02:27:05 | |||
| 1494227 | 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. | 3 | Action title | 56 | Enhance Detroit River shoreline protection measures along Windsor's riverfront | 01/20/2022 02:27:05 | |||
| 1494228 | Cities 2021 | 2021 | 845308 | Puerto Cortés | Honduras | 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. | 8 | Who owns the data? | 4 | PM10 (Maximum 24-hour average) | 01/20/2022 02:27:05 | ||||
| 1494229 | Cities 2021 | 2021 | 69968 | Alcaldia de Rionegro | Colombia | Latin 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 | Do not know | 01/20/2022 02:27:05 | |||
| 1494230 | Cities 2021 | 2021 | 74695 | Sandnes kommune | Norway | Europe | 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. | 7 | Population in inventory year | 7 | 2019 | 01/20/2022 02:27:05 | |||
| 1494231 | Cities 2021 | 2021 | 827048 | Zhenjiang Municipal People's Government | China | East 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. | 5 | Social impact of hazard overall | 29 | Loss of traditional jobs | 01/20/2022 02:27:05 | |||
| 1494232 | Cities 2021 | 2021 | 54109 | City of Bloomington, IN | United States of America | North 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. | 1 | Sector | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1494233 | Cities 2021 | 2021 | 859087 | Shiki City | Japan | East Asia | 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 | ||
| 1494234 | Cities 2021 | 2021 | 859145 | Oyamazaki Town | Japan | East Asia | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6f | Where it will facilitate a greater understanding of your city-wide emissions, please provide a breakdown of these emissions by end user (buildings, water, waste, transport), economic sector (residential, commercial, industrial, institutional), or any other classification system used in your city. | 3 | Scope | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1494235 | Cities 2021 | 2021 | 848122 | Alajuela | Costa Rica | Latin America | 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 | 0 | Estamos implementando planes que permitan mejorar la movilidad urbana sostenible, esta informacion no se posee, ya que el tema de transporte público en Costa Rica es regulado por el Ministerio de Obras Públicas y transportes, sin embargo, nos encontramos realizando estudios que nos puedan brindar a mayor detalle esta información a nivel cantonal | 01/20/2022 02:27:05 | ||
| 1494236 | Cities 2021 | 2021 | 59644 | City of Culver City, CA | United States of America | North 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. | 1 | IPCC sector | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1494237 | Cities 2021 | 2021 | 859124 | Kani City | Japan | East Asia | 13. Waste | 13.6 | Does your city have any of the following initiatives, policies and/or regulations. | 1 | Response | 7 | Criteria to design for durability, reparability and recycling in public procurement | Question not applicable | 01/20/2022 02:27:05 | |||
| 1494238 | Cities 2021 | 2021 | 63941 | Broward County, FL | United States of America | North America | 10. Transport | 10.4 | Provide information on GHG emissions from the transport sector. | 1 | GHG emissions (tonne CO2e) | 5 | Passenger Transport: Taxi/TNC | Question not applicable | 01/20/2022 02:27:05 | |||
| 1494239 | Cities 2021 | 2021 | 859184 | Nagomi 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 | 19 | IPPU > Industrial process | Question not applicable | 01/20/2022 02:27:05 | ||
| 1494240 | Cities 2021 | 2021 | 840923 | Prefeitura de Nova Santa Rita | Brazil | Latin America | 1. Governance and Data Management | Governance | 1.4 | Please list the stakeholder engagement activities for each relevant stakeholder group. | 1 | Name of the stakeholder group | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1494241 | Cities 2021 | 2021 | 834219 | Municipality of Corrientes | 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. | 18 | Web link to action website | 4 | 01/20/2022 02:27:05 | ||||
| 1494242 | 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 | 11 | El Instituto de Acueductos y Alcantarillados está desarrollando el proyecto de construcción de una planta de tratamiento de aguas residuales para el cantón. El financiamiento principal es parte del plan de inversión del Instituto de Acueductos y Alcantarillados -AYA, y tiene como meta compeltar la construcción al 2022. La municipalidad tiene un papel de incidencia y coordinación y debe prepararse para recuperar vías y zonas públicas, con criterios de blindaje climático, conforme se desarrolle la infraestructura. | 01/20/2022 02:27:05 | |||
| 1494243 | Cities 2021 | 2021 | 60142 | City of Kisumu | Kenya | Africa | 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'. | 4 | Status of financing | 2 | Project partially funded and seeking additional funding | 01/20/2022 02:27:05 | |||
| 1494244 | Cities 2021 | 2021 | 44081 | Lusaka City Council | Zambia | 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. | 2 | Average concentration for most recent year available (ug/m3) | 7 | SO2 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1494245 | Cities 2021 | 2021 | 31110 | Comune di Roma Capitale | Italy | 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. | 11 | Co-benefit area | 17 | Economic growth | All actions will be formally described after the adoption of the SECAP | 01/20/2022 02:27:05 | ||
| 1494246 | Cities 2021 | 2021 | 35858 | City of Cape Town | South Africa | Africa | 12. Food | 12.1 | What is the per capita meat and dairy consumption (kg/yr) in your city? | 3 | Is your city calculating emissions associated with this consumption? | 1 | Meat consumption per capita (kg/year) | 01/20/2022 02:27:05 | ||||
| 1494247 | Cities 2021 | 2021 | 863190 | Renca | Chile | 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 | 18 | Mass movement > Rock fall | 01/20/2022 02:27:05 | |||
| 1494248 | Cities 2021 | 2021 | 10595 | Leeds City 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. | 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 | 24 | AFOLU > Other AFOLU | 01/20/2022 02:27:05 | |||
| 1494249 | Cities 2021 | 2021 | 42120 | City of Salvador | Brazil | Latin America | 8. Energy | 8.3a | Please provide details on your city’s energy efficiency targets. | 7 | Percentage of energy efficiency improvement in target year compared to base year levels | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 1494250 | Cities 2021 | 2021 | 69834 | Municipalidad de General Alvear (Mendoza) | Argentina | 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) | 1 | PM2.5 (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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