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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1483901 | Cities 2021 | 2021 | 35905 | Corporation of Chennai | India | South and West Asia | 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 | ODA Funds | 01/20/2022 02:27:05 | |||
| 1483902 | Cities 2021 | 2021 | 31177 | Salt Lake City, UT | United States of America | North 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. | 1 | Emissions (metric tonnes CO2e) | 7 | Transportation – Scope 3 (II.X.3) | Question not applicable | 01/20/2022 02:27:05 | ||
| 1483903 | Cities 2021 | 2021 | 54623 | Prefeitura de Betim | 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) | 28 | Generation of grid-supplied energy > Heat/cold generation | 01/20/2022 02:27:05 | |||
| 1483904 | Cities 2021 | 2021 | 859085 | Sayama 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. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 1 | Stationary energy > Residential buildings | Question not applicable | 01/20/2022 02:27:05 | ||
| 1483905 | Cities 2021 | 2021 | 68337 | Bekasi City Government | Indonesia | 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. | 7 | Emission factor unit (numerator) | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1483906 | Cities 2021 | 2021 | 63562 | City of South Bend, IN | United States of America | North America | 1. Governance and Data Management | Governance | 1.2 | Please list the local government departments involved in the GCC program and its role. | 3 | Role in the GCC program | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1483907 | Cities 2021 | 2021 | 20113 | City of Vancouver, BC | 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. | 6 | Co-benefit area | 8 | Ecosystem preservation and biodiversity improvement | 01/20/2022 02:27:05 | |||
| 1483908 | Cities 2021 | 2021 | 35897 | Municipality of Campinas | 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 | 7 | Total Stationary Energy | 01/20/2022 02:27:05 | |||
| 1483909 | Cities 2021 | 2021 | 50562 | City of Chula Vista, CA | United States of America | North America | 8. Energy | 8.1 | Please indicate the source mix of electricity consumed in your city. | 7 | Wind | 1 | Electricity source | 21 | 01/20/2022 02:27:05 | |||
| 1483910 | Cities 2021 | 2021 | 54119 | City of Palo Alto, CA | 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. | 5 | Areas covered by action plan | 2 | Building and Infrastructure | 01/20/2022 02:27:05 | |||
| 1483911 | Cities 2021 | 2021 | 31113 | City of Yokohama | Japan | East Asia | 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 | Waste Management | 01/20/2022 02:27:05 | |||
| 1483912 | Cities 2021 | 2021 | 50375 | Ayuntamiento de Chihuahua | Mexico | 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. | 19 | Name of the stakeholder group | 9 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1483913 | Cities 2021 | 2021 | 863436 | Stadt Thun | Switzerland | 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. | 4 | If you have no indirect emissions to report, please select a notation key to explain why | 21 | Total IPPU | 01/20/2022 02:27:05 | |||
| 1483914 | Cities 2021 | 2021 | 863463 | Valle de Santiago | Mexico | Latin America | 12. Food | 12.0a | Report the tonnes per food group that are served and/or sold through the above mentioned programs. | 1 | Tonnes served and/or sold | 12 | Foods with added sugar | Question not applicable | 01/20/2022 02:27:05 | |||
| 1483915 | Cities 2021 | 2021 | 55415 | City of Columbia, SC | United States of America | North America | 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? | 2 | Provide an overview and attach your consumption-based inventory if relevant | 1 | Please complete | 01/20/2022 02:27:05 | |||
| 1483916 | Cities 2021 | 2021 | 31175 | Ville de Paris | France | 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 | 25 | https://cdn.paris.fr/paris/2020/01/09/1253320023851dec2f8506f83cfe5289.pdfAnnual report 2019 Paris Climate Action PlanFinancial amounts expressed in euros | 01/20/2022 02:27:05 | |||
| 1483917 | Cities 2021 | 2021 | 74547 | City of Mosier, OR | United States of America | North America | 3. Adaptation | Adaptation Actions | 3.1 | Describe how your city identified and prioritized adaptation actions to implement. | 2 | Comment | 1 | Identifying and prioritizing adaptation actions | Question not applicable | 01/20/2022 02:27:05 | ||
| 1483918 | Cities 2021 | 2021 | 74371 | Himeji | Japan | East Asia | 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. | 5 | Base year | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1483919 | Cities 2021 | 2021 | 54395 | Taoyuan City Government | Taiwan, Greater China | East Asia | 9. Buildings | 9.1 | Does your city have emissions reduction targets (government operations, city wide targets) or energy efficiency targets for the following building types? | 2 | Please provide more details and/or link to more information about the emission reduction target. | 3 | Residential | Question not applicable | 01/20/2022 02:27:05 | |||
| 1483920 | Cities 2021 | 2021 | 863190 | Renca | Chile | Latin America | 13. Waste | 13.1 | How much of the solid waste generated in your city is disposed to landfill or incineration (tonnes/year)? | 0 | 0 | Question not applicable | 01/20/2022 02:27:05 | |||||
| 1483921 | Cities 2021 | 2021 | 859174 | Oki Town | Japan | East Asia | 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? | 3 | PM10 (1 year (annual) mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1483922 | Cities 2021 | 2021 | 862564 | Lycksele kommun | Sweden | Europe | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 4 | If you have no indirect emissions to report, please select a notation key to explain why | 29 | Generation of grid-supplied energy > Local renewable generation | 01/20/2022 02:27:05 | |||
| 1483923 | Cities 2021 | 2021 | 35897 | Municipality of Campinas | Brazil | 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. | 14 | Total cost of the project | 5 | 01/20/2022 02:27:05 | ||||
| 1483924 | Cities 2021 | 2021 | 841154 | Municipalidad de Independencia (Peru) | Peru | Latin America | 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. | 2 | Adaptation action | 1 | Water use restrictions | 01/20/2022 02:27:05 | |||
| 1483925 | Cities 2021 | 2021 | 859090 | Yokoze Town | Japan | East Asia | 10. Transport | 10.4 | Provide information on GHG emissions from the transport sector. | 3 | Comment | 4 | Passenger Transport: Powered two/three wheelers (e.g. motorcycles) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1483926 | Cities 2021 | 2021 | 49327 | City of Providence, RI | 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. | 14 | Total cost of the project | 9 | 0 | 01/20/2022 02:27:05 | |||
| 1483927 | Cities 2021 | 2021 | 859053 | City of Noboribetsu | Japan | East Asia | 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 | |||
| 1483928 | 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) | 14 | Waste > Solid waste disposal | Question not applicable | 01/20/2022 02:27:05 | ||
| 1483929 | Cities 2021 | 2021 | 54060 | City of Greater Sudbury / Grand Sudbury, ON | Canada | 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). | 2 | Annual generation (MWh) | 1 | Solar PV | 01/20/2022 02:27:05 | ||||
| 1483930 | Cities 2021 | 2021 | 50382 | Municipio de Mérida | Mexico | Latin America | 1. Governance and Data Management | Governance | 1.3 | Please list the key development challenges, barriers and opportunities within the GCC Program. | 2 | Please describe the selected development, challenge, barrier or opportunity | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1483931 | Cities 2021 | 2021 | 73671 | Godoy Cruz | 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 | 13 | Extreme Precipitation > Rain storm | 01/20/2022 02:27:05 | |||
| 1483932 | Cities 2021 | 2021 | 859091 | Matsubushi 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. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 13 | Total Transport | Question not applicable | 01/20/2022 02:27:05 | ||
| 1483933 | Cities 2021 | 2021 | 859253 | Mora kommun | Sweden | 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. | 2 | Action title | 4 | Residential area Canada in Mora municipality | In general, unfortunately I cannot find information on the costs of our actions. It is possible that I will be able to obtain them and, if so, complete them later. We have also not estimated or calculated the greenhouse gas emission reductions for our measures. | 01/20/2022 02:27:05 | ||
| 1483934 | Cities 2021 | 2021 | 54336 | City of Hamamatsu | Japan | East Asia | 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. | 1 | Sector | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1483935 | Cities 2021 | 2021 | 35894 | Ville de Montreal, QC | Canada | North America | 12. Food | 12.0a | Report the tonnes per food group that are served and/or sold through the above mentioned programs. | 2 | Comment | 4 | Whole grains | 01/20/2022 02:27:05 | ||||
| 1483936 | Cities 2021 | 2021 | 35910 | Pune Municipal Corporation | India | South and West Asia | 1. Governance and Data Management | Governance | 1.4 | Please list the stakeholder engagement activities for each relevant stakeholder group. | 4 | Aim of the engagement activities | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1483937 | Cities 2021 | 2021 | 58668 | City of New Bedford, 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. | 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 | |||
| 1483938 | Cities 2021 | 2021 | 859186 | Reihoku Town | 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? | 1 | Emissions reduction target | 2 | Municipal | Question not applicable | 01/20/2022 02:27:05 | |||
| 1483939 | Cities 2021 | 2021 | 862573 | Regional District of Central Kootenay, BC | 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. | 7 | Sectors/areas adaptation action applies to | 3 | Spatial Planning | 01/20/2022 02:27:05 | |||
| 1483940 | Cities 2021 | 2021 | 31051 | Coventry City 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. | 1 | Climate hazards | 1 | Extreme cold temperature > Extreme winter conditions | 01/20/2022 02:27:05 | |||
| 1483941 | Cities 2021 | 2021 | 54537 | Sunderland City Council | United Kingdom of Great Britain and Northern Ireland | Europe | 5. Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 13 | Finance status | 6 | Finance secured | 01/20/2022 02:27:05 | |||
| 1483942 | Cities 2021 | 2021 | 831999 | Concejo Municipal de Distrito de Monte Verde | 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 | 3 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1483943 | Cities 2021 | 2021 | 59996 | Batangas City | Philippines | Southeast Asia and Oceania | 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? | 6 | O3 (Daily maximum 8 hour mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1483944 | Cities 2021 | 2021 | 863239 | New Town Kolkata | India | South and West Asia | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.7 | If the submitted GHG inventory is baseline inventory for target setting, please provide the Baseline Synthesis Report and stakeholder consultation process and results to this inventory. | 3 | Data gap analysis report | 1 | Please complete | Question not applicable | 01/20/2022 02:27:05 | ||
| 1483945 | Cities 2021 | 2021 | 55415 | City of Columbia, SC | United States of America | North America | 12. Food | 12.6 | What percentage of your population is food insecure? | 1 | Percentage of population that is food insecure | 1 | Population that is food insecure | Question not applicable | 01/20/2022 02:27:05 | |||
| 1483946 | Cities 2021 | 2021 | 859052 | Kitami 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. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 5 | Stationary energy > Agriculture | Question not applicable | 01/20/2022 02:27:05 | ||
| 1483947 | Cities 2021 | 2021 | 50373 | Municipalidad de Rosario | Argentina | Latin America | 14. Water Security | Water Supply | 14.2a | Please identify the risks to your city’s water security as well as the timescale and level of risk. | 1 | Water security risk drivers | 1 | Severe weather events | 01/20/2022 02:27:05 | |||
| 1483948 | Cities 2021 | 2021 | 834385 | Ube 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. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 7 | Total Stationary Energy | Question not applicable | 01/20/2022 02:27:05 | ||
| 1483949 | Cities 2021 | 2021 | 839670 | Municipio de Santa Catarina Pinula | Guatemala | 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. | 12 | Does your plan include policy goals that explicitly reflect one of the following principles? | 1 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1483950 | Cities 2021 | 2021 | 54098 | City of Thunder Bay, ON | Canada | 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 | Residential | 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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