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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1522451 | Cities 2021 | 2021 | 50367 | Ayuntamiento de Culiacán | Mexico | Latin America | 10. Transport | 10.2 | What is the mode share of each transport mode in your city for freight transport? | 1 | Mode share | 4 | Heavy Goods vehicles (HGV) | Question not applicable | 01/19/2022 02:30:06 | |||
| 1522452 | Cities 2021 | 2021 | 859106 | City of Kanazawa | Japan | East Asia | 14. Water Security | Water Supply Management | 14.4a | Please provide more information on your city’s public Water Resource Management strategy. | 5 | Stage of implementation | 0 | Question not applicable | 01/19/2022 02:30:06 | |||
| 1522453 | Cities 2021 | 2021 | 31054 | Belfast 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. | 3 | Sectors/areas covered by plan that addresses climate change adaptation | 2 | Agriculture and Forestry | 01/19/2022 02:30:06 | |||
| 1522454 | Cities 2021 | 2021 | 59535 | Town of Vail, CO | United States of America | North America | 5. Emissions Reduction | Mitigation Target setting | 5.3a | Please provide details on the use of transferable emissions. | 4 | Please identify which target this refers to and describe the transferable emissions unit in particular the source of the transferable units | 0 | Question not applicable | 01/19/2022 02:30:06 | |||
| 1522455 | Cities 2021 | 2021 | 60384 | Alcaldía de Yopal | Colombia | 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? | 2 | PM2.5 (Maximum 24-hour average) | Question not applicable | 01/19/2022 02:30:06 | |||
| 1522456 | Cities 2021 | 2021 | 58636 | City of Bellingham, WA | 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 | 1 | 2000 Baseline inventory FINAL | 2000 Baseline CDP report.xlsx | 01/19/2022 02:30:06 | ||
| 1522457 | Cities 2021 | 2021 | 74488 | City of Beverly, MA | United States of America | North America | 12. Food | 12.4 | How does your city increase access to sustainable foods? | 1 | Action implemented | 1 | Do you subsidise fresh fruits and vegetables? | No | 01/19/2022 02:30:06 | |||
| 1522458 | Cities 2021 | 2021 | 60029 | City of Cagayan de Oro | Philippines | 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 | 12 | Transportation > Off-road | 01/19/2022 02:30:06 | |||
| 1522459 | 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. | 3 | Fuel type or activity | 31 | Other, please specify: Industrial wastewater | 01/19/2022 02:30:06 | |||
| 1522460 | Cities 2021 | 2021 | 862956 | Inashiki City | 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. | 14 | Is this target considered to be your cities most ambitious target? | 0 | Question not applicable | 01/19/2022 02:30:06 | |||
| 1522461 | Cities 2021 | 2021 | 73676 | Umhlathuze | South Africa | Africa | 8. Energy | 8.1 | Please indicate the source mix of electricity consumed in your city. | 14 | Year data applies to | 1 | Electricity source | 01/19/2022 02:30:06 | ||||
| 1522462 | Cities 2021 | 2021 | 54274 | Rotorua Lakes Council | New Zealand | 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 | 4 | Stationary energy > Industrial buildings & facilities | 01/19/2022 02:30:06 | |||
| 1522463 | Cities 2021 | 2021 | 55799 | Arlington, VA | 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. | 6 | End year of action | 4 | 01/19/2022 02:30:06 | ||||
| 1522464 | Cities 2021 | 2021 | 58865 | Jammerbugt Kommune | Denmark | 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. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 24 | AFOLU > Other AFOLU | 01/19/2022 02:30:06 | |||
| 1522465 | Cities 2021 | 2021 | 859170 | Ogori City | Japan | East Asia | 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 | 01/19/2022 02:30:06 | |||||
| 1522466 | Cities 2021 | 2021 | 58531 | City of Somerville, MA | 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 | 5 | Private Transport > Improve fuel economy and reduce CO2 from motorized vehicles | 01/19/2022 02:30:06 | |||
| 1522467 | Cities 2021 | 2021 | 859106 | City of Kanazawa | Japan | East Asia | 5. Emissions Reduction | Mitigation Target setting | 5.1 | Please describe how the target(s) reported above align with the global 1.5 - 2 °C pathway set out in the Paris agreement. | 0 | 0 | 01/19/2022 02:30:06 | |||||
| 1522468 | Cities 2021 | 2021 | 35884 | City of San Diego, 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 | 1 | Water > Water recycling and reclamation | Emissions reductions = 400k from Pure Water EIR + 102,290 from CAP tree canopy goal (table 1) | 01/19/2022 02:30:06 | ||
| 1522469 | Cities 2021 | 2021 | 859115 | Chikuma City | 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. | 17 | 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 | 01/19/2022 02:30:06 | |||
| 1522470 | Cities 2021 | 2021 | 58485 | Abington Township, 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. | 18 | Web link to action website | 2 | https://drive.google.com/open?id=1GM3W9LaxjcOq6VSCeCYxrzTh7ASkOVME | 01/19/2022 02:30:06 | |||
| 1522471 | Cities 2021 | 2021 | 59535 | Town of Vail, CO | 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. | 2 | Web link | 3 | https://www.walkingmountains.org/wp-content/uploads/2021/03/CAP-UPDATE_2020-FINAL_Reduced-Size.pdf | 01/19/2022 02:30:06 | |||
| 1522472 | Cities 2021 | 2021 | 53860 | City of Wilmington, NC | United States of America | North 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. | 13 | Description of the stakeholder engagement processes | 0 | Question not applicable | 01/19/2022 02:30:06 | |||
| 1522473 | Cities 2021 | 2021 | 54088 | City of Peterborough, ON | Canada | 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. | 12 | Level of confidence | 1 | City-wide emissions | High | 01/19/2022 02:30:06 | ||
| 1522474 | Cities 2021 | 2021 | 54390 | Hsinchu County Government | Taiwan, Greater China | 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. | 7 | Estimated emissions reduction (metric tonnes CO2e) | 3 | 01/19/2022 02:30:06 | ||||
| 1522475 | Cities 2021 | 2021 | 54110 | City of Santa Monica, CA | United States of America | North America | 10. Transport | 10.3 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 1 | Number of private cars | 5 | Hydrogen | 106 | 01/19/2022 02:30:06 | |||
| 1522476 | Cities 2021 | 2021 | 845133 | Prefeitura de Monteiro Lobato | Brazil | Latin America | 10. Transport | 10.4 | Provide information on GHG emissions from the transport sector. | 2 | Inventory year (numerical year) | 2 | Passenger Transport: Public Transport (bus) | Question not applicable | 01/19/2022 02:30:06 | |||
| 1522477 | 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. | 3 | Fuel type or activity | 8 | Kerosene (paraffin) | 01/19/2022 02:30:06 | |||
| 1522478 | Cities 2021 | 2021 | 840030 | Reconquista | Argentina | Latin 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. | 2 | Indicate if this factor either supports or challenges the ability to adapt | 5 | Supports | 01/19/2022 02:30:06 | |||
| 1522479 | Cities 2021 | 2021 | 859171 | Onojo City | Japan | East 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'. | 2 | Project title | 0 | 01/19/2022 02:30:06 | ||||
| 1522480 | Cities 2021 | 2021 | 32550 | City of Denver, CO | United States of America | North 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. | 8 | Percentage reduction target | 1 | 80 | 01/19/2022 02:30:06 | |||
| 1522481 | Cities 2021 | 2021 | 859126 | Iwata City | Japan | East Asia | 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) | 3 | Hydro power | 01/19/2022 02:30:06 | ||||
| 1522482 | Cities 2021 | 2021 | 859180 | Isahaya City | 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. | 10 | Completeness of data (%) | 6 | O3 (Daily maximum 8 hour mean) | Question not applicable | 01/19/2022 02:30:06 | |||
| 1522483 | Cities 2021 | 2021 | 840917 | Prefeitura de Pau Brasil | Brazil | Latin America | 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 | 6 | Sanitary landfill with leachate capture and landfill gas management system | 01/19/2022 02:30:06 | ||||
| 1522484 | Cities 2021 | 2021 | 859191 | Nakatane 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. | 1 | Mitigation action | 5 | Private Transport > Improve fuel economy and reduce CO2 from motorized vehicles | 01/19/2022 02:30:06 | |||
| 1522485 | Cities 2021 | 2021 | 859070 | Iwate 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. | 1 | Direct emissions (metric tonnes CO2e) | 24 | AFOLU > Other AFOLU | Question not applicable | 01/19/2022 02:30:06 | ||
| 1522486 | Cities 2021 | 2021 | 54100 | City of Columbia, MO | United States of America | North America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 7 | Please identify which vulnerable populations are affected | 8 | Persons living in sub-standard housing | 01/19/2022 02:30:06 | |||
| 1522487 | Cities 2021 | 2021 | 826211 | Junta Intermunicipal de Medio Ambiente Altos Sur (JIAS) | 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. | 3 | Means of implementation | 10 | Capacity building and training activities | 01/19/2022 02:30:06 | |||
| 1522488 | Cities 2021 | 2021 | 58597 | Municipalidad de La Unión | Costa Rica | Latin America | 4. City-wide Emissions | GCoM Emission Factor and Activity Data | 4.14a | Please provide a summary of emissions factors and activity data used in your inventory. | 5 | Gas | 42 | Question not applicable | 01/19/2022 02:30:06 | |||
| 1522489 | Cities 2021 | 2021 | 31446 | Taipei City Government | Taiwan, Greater China | 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. | 2 | If you have no direct emissions to report, please select a notation key to explain why | 13 | Total Transport | 01/19/2022 02:30:06 | |||
| 1522490 | Cities 2021 | 2021 | 840428 | Hua-Hin Municipality | Thailand | 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. | 2 | Action title | 4 | A plan to promote the solar water heater. | 01/19/2022 02:30:06 | |||
| 1522491 | Cities 2021 | 2021 | 848145 | Ciudad Madero | Mexico | Latin America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 1 | Direct emissions (metric tonnes CO2e) | 25 | Total AFOLU | 01/19/2022 02:30:06 | |||
| 1522492 | Cities 2021 | 2021 | 60410 | Municipalidad de Peñalolén | Chile | 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 | 10 | 1000000000 | 01/19/2022 02:30:06 | |||
| 1522493 | Cities 2021 | 2021 | 862924 | Leon Valley, TX | United States of America | North America | 10. Transport | 10.3 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 8 | Comment | 2 | Electric | 01/19/2022 02:30:06 | ||||
| 1522494 | Cities 2021 | 2021 | 834374 | Tagum 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. | 6 | Co-benefit area | 26 | Enhanced resilience | 01/19/2022 02:30:06 | |||
| 1522495 | Cities 2021 | 2021 | 51079 | Guatemala City | Guatemala | Latin 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) | 6 | Geothermal | 273860 | 01/19/2022 02:30:06 | |||
| 1522496 | Cities 2021 | 2021 | 54277 | New Plymouth District Council | New Zealand | 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. | 2 | Describe how the city is maximizing this opportunity | 2 | Taranaki has already begun diversifying beyond just oil and gas and agriculture into hydrogen and offshore wave energy sectors. There is a significant for opportunity for biogas / biomethane given the location of the pipeline grid in Taranaki. There is potential for New Plymouth's highly skilled workforce to transfer into the clean technology sector. The recently finalised Taranaki 2050 Roadmap outlines the vision that the community has in the energy space, along with identifying the vision for other parts of the economy as our region leads in the transition to a low emission economy. http://about.taranaki.info/Taranaki2050.aspx | 01/19/2022 02:30:06 | |||
| 1522497 | Cities 2021 | 2021 | 59538 | City of Mississauga, ON | Canada | 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. | 1 | Inventory date from | 1 | 2018-01-01 | 01/19/2022 02:30:06 | |||
| 1522498 | Cities 2021 | 2021 | 863001 | Puerto Varas | Chile | 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 | Transport (Mobility) | 01/19/2022 02:30:06 | |||
| 1522499 | Cities 2021 | 2021 | 3422 | Greater London Authority | 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. | 7 | Please identify which vulnerable populations are affected | 1 | Low-income households | 01/19/2022 02:30:06 | |||
| 1522500 | Cities 2021 | 2021 | 54092 | City of Ann Arbor, 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. | 2 | If you have no direct emissions to report, please select a notation key to explain why | 24 | AFOLU > Other AFOLU | NO | 01/19/2022 02:30:06 |
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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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