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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1502701 | Cities 2021 | 2021 | 44299 | Dangjin City | Republic of Korea | East Asia | 10. Transport | 10.3 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 3 | Number of municipal fleet (excluding buses) | 4 | Plug in hybrid | 0 | 01/20/2022 02:27:05 | |||
| 1502702 | Cities 2021 | 2021 | 73694 | Chacabuco | Argentina | 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 | 28 | Generation of grid-supplied energy > Heat/cold generation | 01/20/2022 02:27:05 | |||
| 1502703 | Cities 2021 | 2021 | 50673 | Município de Faro | Portugal | Europe | 3. Adaptation | Adaptation Goals | 3.3 | Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal. | 1 | Adaptation goal | 12 | Eficient and smart street lighting implementation | 01/20/2022 02:27:05 | |||
| 1502704 | Cities 2021 | 2021 | 54110 | City of Santa Monica, 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. | 11 | Co-benefit area | 5 | Reduced GHG emissions | 01/20/2022 02:27:05 | |||
| 1502705 | Cities 2021 | 2021 | 36262 | Comune di Genova | Italy | Europe | 8. Energy | 8.3a | Please provide details on your city’s energy efficiency targets. | 10 | Please indicate to which energy sector(s) the target applies (Multiple choice) | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 1502706 | Cities 2021 | 2021 | 831234 | City of Fredericton, NB | Canada | North America | 8. Energy | 8.1a | Please indicate the source mix of thermal energy (heating and cooling) consumed in your city. | 9 | Total (auto-calculated) | 1 | Thermal energy consumption | 100 | 01/20/2022 02:27:05 | |||
| 1502707 | Cities 2021 | 2021 | 862468 | Borlänge kommun | Sweden | Europe | 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 | ||||
| 1502708 | Cities 2021 | 2021 | 50358 | Gobierno Municipal de Toluca de Lerdo | Mexico | Latin America | 10. Transport | 10.11 | Please provide city-wide average air pollution metrics from the monitoring sites within your city for the most recent three years. | 6 | Frequency of measurements (e.g. hourly, daily) | 7 | SO2 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1502709 | Cities 2021 | 2021 | 54026 | City of Tacoma, WA | United States of America | North America | 5. Emissions Reduction | Mitigation Target setting | 5.0b | Please provide details of your total fixed level target(s). | 3 | Boundary of target relative to city boundary (reported in 0.1) | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1502710 | Cities 2021 | 2021 | 54388 | Iskandar Regional Development Authority | Malaysia | Southeast Asia and Oceania | 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. | 9 | Volume of fuel used or activity level (reported in the same units as emissions factor denominator) | 22 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1502711 | Cities 2021 | 2021 | 54070 | City of Eugene, OR | United States of America | North America | 4. City-wide Emissions | Historical emissions inventories | 4.13 | Please provide details on any historical, base year or recalculated city-wide emissions inventories your city has, in order to allow assessment of targets in the table below. | 7 | File name and attach your inventory | 4 | Eugene Community Greenhouse Gas Inventory 2010-2017 | 01/20/2022 02:27:05 | |||
| 1502712 | Cities 2021 | 2021 | 49360 | City of Tshwane | South Africa | 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'. | 6 | Identified financing model description | 2 | 01/20/2022 02:27:05 | ||||
| 1502713 | Cities 2021 | 2021 | 74560 | City of Moab, UT | United States of America | North 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 | ||
| 1502714 | Cities 2021 | 2021 | 35872 | Municipality of Recife | Brazil | 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 | 7 | Storm and wind > Tropical storm | 01/20/2022 02:27:05 | |||
| 1502715 | Cities 2021 | 2021 | 859098 | Ayase City | Japan | East Asia | 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 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1502716 | Cities 2021 | 2021 | 54347 | Pasig 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. | 3 | Action title | 1 | DRRMO-COMMAND CONTROL CENTER | 01/20/2022 02:27:05 | |||
| 1502717 | Cities 2021 | 2021 | 839980 | Municipalidad de Avellaneda | 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. | 5 | Number of monitoring stations | 1 | PM2.5 (1 year (annual) mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1502718 | Cities 2021 | 2021 | 834126 | Dobong-gu District of Seoul | Republic of Korea | East Asia | 6. Opportunities | Finance and Economic Opportunities | 6.9 | Has your city taken steps to decarbonize the investments held by the city retirement funds and/or municipal investments, e.g. by making a commitment to divest from fossil fuels and/or increase sustainable investments? | 2 | Please provide more details about how your city is taking steps to decarbonize the investments | 2 | Investments held by the city retirement funds, e.g. by making a commitment to divest from fossil fuels and/or increase sustainable investments? | Question not applicable | 01/20/2022 02:27:05 | ||
| 1502719 | Cities 2021 | 2021 | 845307 | Zarcero | Costa Rica | 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 | 20 | IPPU > Product use | 01/20/2022 02:27:05 | |||
| 1502720 | Cities 2021 | 2021 | 60105 | Kirklees Council | United Kingdom of Great Britain and Northern Ireland | Europe | 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. | 4 | Explanation of boundary choice where the inventory boundary differs from the city boundary (include inventory boundary, GDP and population) | 1 | 01/20/2022 02:27:05 | ||||
| 1502721 | Cities 2021 | 2021 | 46514 | Município do Porto | Portugal | Europe | 12. Food | 12.2 | What is the surface area of potential agricultural spaces within the municipal boundary (km2)? | 2 | Comment | 1 | Please complete | Question not applicable | 01/20/2022 02:27:05 | |||
| 1502722 | Cities 2021 | 2021 | 14088 | Oslo kommune | Norway | Europe | 13. Waste | 13.4 | What is the amount of solid waste being treated (tonnes/year) through the methods listed. | 1 | Tonnes/year | 9 | Other | Reported amount of re-use is the amount delivered to municipal recycling stations and textiles for re use. A lot of other re-use activities are taking place within the city like eBay, flee markets, second hand shops and direct among the citizens. This activities are encourage by the City, but there is no statistics available for the amount. | 01/20/2022 02:27:05 | |||
| 1502723 | Cities 2021 | 2021 | 841965 | City of Lansing, MI | 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. | 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 | 27 | Generation of grid-supplied energy > CHP generation | Question not applicable | 01/20/2022 02:27:05 | ||
| 1502724 | Cities 2021 | 2021 | 49330 | Kansas City, MO | United States of America | North America | 8. Energy | 8.1 | Please indicate the source mix of electricity consumed in your city. | 14 | Year data applies to | 1 | Electricity source | 2019 | 01/20/2022 02:27:05 | |||
| 1502725 | Cities 2021 | 2021 | 49333 | City of Louisville, KY | 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. | 7 | Level of confidence | 1 | City-wide emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 1502726 | Cities 2021 | 2021 | 848568 | Metropolitan Council, Twin Cities | 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. | 7 | Please explain | 1 | Our Climate Vulnerability Assessment analyzes localized flooding hazard on human vulnerability through an analysis of the potential climate vulnerability and how that relates to the social determinants of health.Our Climate Vulnerability Assessment also considers the impact of localized flooding on infrastructure, specifically - the transportation/transit systems, wastewater systems, regional park system, water supply systems, and Council facilities. | 01/20/2022 02:27:05 | |||
| 1502727 | 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. | 7 | Estimated emissions reduction (metric tonnes CO2e) | 2 | 01/20/2022 02:27:05 | ||||
| 1502728 | Cities 2021 | 2021 | 55161 | City of Iida | Japan | East Asia | 7. Local Government Emissions | Local Government Operations GHG Emissions Data | 7.3 | Please give the name of the primary protocol, standard, or methodology used to calculate your local government operations emissions inventory and attach your inventory using the attachment function. | 2 | Comment | 1 | Emissions methodology | Question not applicable | 01/20/2022 02:27:05 | ||
| 1502729 | Cities 2021 | 2021 | 54037 | City of Des Moines, IA | United States of America | North America | 2. Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0b | Please attach and provide details on your climate change risk and vulnerability assessment. Please provide details on the boundary of your assessment, and where this differs from your city’s boundary, please provide an explanation. | 8 | Areas/sectors covered by the risk and vulnerability assessment | 1 | Public health | 01/20/2022 02:27:05 | |||
| 1502730 | Cities 2021 | 2021 | 859113 | Iiyama City | Japan | East Asia | 11. Urban Planning | 11.1 | Report the total population living within 500m of a mass transit station, with mass transit defined as any Bus Rapid Transit (BRT), light rail, other rail-based transit modes or frequent bus services (average of five times an hour from 7 a.m. to 9 p.m. on a weekday). | 2 | Comment | 1 | Total population living within 500m of a mass transit station | Question not applicable | 01/20/2022 02:27:05 | |||
| 1502731 | Cities 2021 | 2021 | 35883 | City of San José, CA | United States of America | North America | 14. Water Security | Water Supply Management | 14.4 | Does your city have a publicly available Water Resource Management strategy? | 0 | 0 | Yes | 01/20/2022 02:27:05 | ||||
| 1502732 | Cities 2021 | 2021 | 859065 | Nakasatsunai Village | Japan | 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? | 2 | Please provide more details and/or link to more information about the emission reduction target. | 5 | All building types | Question not applicable | 01/20/2022 02:27:05 | |||
| 1502733 | Cities 2021 | 2021 | 60216 | Växjö kommun | Sweden | 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 | There was no stakeholder involvement when the plan was created, except for the involvement of all relevant parts of the municipal organisation. | 01/20/2022 02:27:05 | |||
| 1502734 | Cities 2021 | 2021 | 31112 | Kaohsiung City Government | Taiwan, Greater China | East Asia | 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. | 10 | Comment | 8 | 01/20/2022 02:27:05 | ||||
| 1502735 | Cities 2021 | 2021 | 859055 | Masaki Town | 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 | ||||
| 1502736 | Cities 2021 | 2021 | 55379 | Santa Fé Ciudad | Argentina | 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) | 28 | Generation of grid-supplied energy > Heat/cold generation | 0 | 01/20/2022 02:27:05 | ||
| 1502737 | Cities 2021 | 2021 | 840529 | Ayuntamiento de Victoria (Tamaulipas) | Mexico | 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. | 5 | Emissions (tonnes CO2e) | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1502738 | Cities 2021 | 2021 | 31173 | Comune di Milano | Italy | 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 | 18 | Environment, biodiversity, forestry | 01/20/2022 02:27:05 | |||
| 1502739 | Cities 2021 | 2021 | 859160 | Setouchi City | Japan | East Asia | 8. Energy | 8.1a | Please indicate the source mix of thermal energy (heating and cooling) consumed in your city. | 3 | Oil | 1 | Thermal energy consumption | Question not applicable | 01/20/2022 02:27:05 | |||
| 1502740 | Cities 2021 | 2021 | 840158 | City of San Fernando, La Union | Philippines | Southeast Asia and Oceania | 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 | Waste management | 01/20/2022 02:27:05 | |||
| 1502741 | Cities 2021 | 2021 | 826182 | Ayuntamiento de Tonalá | Mexico | 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. | 5 | Comment | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1502742 | Cities 2021 | 2021 | 73750 | Tarakan City | Indonesia | Southeast Asia and Oceania | 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. | 16 | Please describe your target. If your country has an NDC and your city’s target is less ambitious than the NDC, please explain why. | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1502743 | Cities 2021 | 2021 | 35903 | Le Grand Casablanca | Morocco | Africa | 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 | |||
| 1502744 | Cities 2021 | 2021 | 54276 | City of Greater Bendigo | Australia | Southeast Asia and Oceania | 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 | 3 | The City is rapidly transitioning to clean, zero carbon energy as part of our climate change strategy. To get there, we are making our buildings all electric, efficient and powered by renewables. We are prioritising them as follows: Buildings that have planned capital works upgrades or renewals. In these buildings we can proactively replace gas appliances while other work is happening. Buildings with high usage, to maximise emission reductionsBuildings that are used by vulnerable groups, such as the very young, and older people, to maximise the health benefits of getting off gas. Stage 1 includes up to 35 buildings that are under the City's operational control. | 01/20/2022 02:27:05 | |||
| 1502745 | Cities 2021 | 2021 | 42123 | City of Goiânia | Brazil | Latin America | 12. Food | 12.1 | What is the per capita meat and dairy consumption (kg/yr) in your city? | 4 | Comment | 1 | Meat consumption per capita (kg/year) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1502746 | Cities 2021 | 2021 | 859057 | Kyowa 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. | 4 | If you have no indirect emissions to report, please select a notation key to explain why | 6 | Stationary energy > Fugitive emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 1502747 | Cities 2021 | 2021 | 36261 | Comune di Bolzano | Italy | Europe | 0. Introduction | City Details | 0.3 | Please provide information about your city’s Mayor or equivalent legal representative authority in the table below. | 1 | Leader title | 1 | Please complete | Municip. of Bolzano | 01/20/2022 02:27:05 | ||
| 1502748 | Cities 2021 | 2021 | 73795 | Girardota | Colombia | Latin America | 12. Food | 12.0a | Report the tonnes per food group that are served and/or sold through the above mentioned programs. | 2 | Comment | 5 | Tubers or starchy | Question not applicable | 01/20/2022 02:27:05 | |||
| 1502749 | Cities 2021 | 2021 | 54395 | Taoyuan City Government | Taiwan, Greater China | East Asia | 4. City-wide Emissions | Historical emissions inventories | 4.13 | Please provide details on any historical, base year or recalculated city-wide emissions inventories your city has, in order to allow assessment of targets in the table below. | 3 | Scopes / boundary covered | 2 | Scope 3 (other indirect) | 01/20/2022 02:27:05 | |||
| 1502750 | Cities 2021 | 2021 | 54341 | Toyama 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. | 19 | Name of the stakeholder group | 49 | Question not applicable | 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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