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2021 Cities - Emissions and Mitigation
This is a filtered view based on 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 113451 | Cities 2021 | 2021 | 14088 | Oslo kommune | Norway | Europe | 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. | 1 | Source | 1 | Question not applicable | 01/19/2022 02:30:06 | |||
| 113452 | Cities 2021 | 2021 | 73750 | Tarakan City | Indonesia | 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 | 1 | The operational cost is IDR 3.000.000 per month and it has the capacity to produce compost fertilizer 2 tons/month. | 01/19/2022 02:30:06 | |||
| 113453 | Cities 2021 | 2021 | 69848 | Municipio de Loja | Ecuador | Latin America | 5. Emissions Reduction | Mitigation Target setting | 5.3a | Please provide details on the use of transferable emissions. | 2 | Emissions saved (metric tonnes CO2e) | 0 | Question not applicable | 01/19/2022 02:30:06 | |||
| 113454 | Cities 2021 | 2021 | 826446 | City of Bradford | 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. | 22 | Aim of the engagement activities | 11 | Question not applicable | 01/19/2022 02:30:06 | |||
| 113455 | Cities 2021 | 2021 | 43912 | City of Edmonton, AB | Canada | North 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 | 16 | Question not applicable | 01/19/2022 02:30:06 | |||
| 113456 | Cities 2021 | 2021 | 54692 | Prefeitura Municipal de Sertãozinho | Brazil | Latin America | 5. Emissions Reduction | Mitigation Planning | 5.5 | Does your city have a climate change mitigation or energy access plan for reducing city-wide GHG emissions? | 0 | 0 | Do not know | 01/19/2022 02:30:06 | ||||
| 113457 | Cities 2021 | 2021 | 58564 | Chiayi 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. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 7 | Total Stationary Energy | Question not applicable | 01/19/2022 02:30:06 | ||
| 113458 | Cities 2021 | 2021 | 859067 | Hirosaki City | Japan | East Asia | 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 | 0 | 01/19/2022 02:30:06 | ||||
| 113459 | Cities 2021 | 2021 | 13067 | City of New Orleans, LA | 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. | 20 | Role in the GCC program | 4 | Question not applicable | 01/19/2022 02:30:06 | |||
| 113460 | Cities 2021 | 2021 | 834278 | Municipality of Resistencia | 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. | 4 | Implementation status | 3 | Implementation | 01/19/2022 02:30:06 | |||
| 113461 | Cities 2021 | 2021 | 31151 | Stadt Basel | Switzerland | 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. | 23 | Attach reference document | 16 | Question not applicable | 01/19/2022 02:30:06 | |||
| 113462 | Cities 2021 | 2021 | 834374 | Tagum City | Philippines | Southeast Asia and Oceania | 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. | 15 | Select the initiatives that this target contributes towards | 7 | Question not applicable | 01/19/2022 02:30:06 | |||
| 113463 | Cities 2021 | 2021 | 37241 | City of Berkeley, 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. | 10 | Timescale of reduction / savings / energy production | 8 | Other, please specify | 01/19/2022 02:30:06 | |||
| 113464 | Cities 2021 | 2021 | 57347 | Pingtung County Government | Taiwan, Greater China | East Asia | 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 | Magistrate | 01/19/2022 02:30:06 | ||
| 113465 | Cities 2021 | 2021 | 862946 | Manta | Ecuador | Latin America | 5. Emissions Reduction | Mitigation Target setting | 5.0a | Please provide details of your total city-wide base year emissions reduction (absolute) target(s). In addition, you may add rows to provide details of your sector-specific targets, by providing the base year emissions specific to that target. | 6 | Year target was set | 0 | Question not applicable | 01/19/2022 02:30:06 | |||
| 113466 | Cities 2021 | 2021 | 74531 | Santa Fe County, NM | 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 | 23 | AFOLU > Land use | Question not applicable | 01/19/2022 02:30:06 | ||
| 113467 | Cities 2021 | 2021 | 69848 | Municipio de Loja | Ecuador | 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 | 12 | Transportation > Off-road | 01/19/2022 02:30:06 | |||
| 113468 | Cities 2021 | 2021 | 73671 | Godoy Cruz | 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. | 20 | Role in the GCC program | 28 | Question not applicable | 01/19/2022 02:30:06 | |||
| 113469 | Cities 2021 | 2021 | 859192 | Tokunoshima Town | 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. | 9 | Base year absolute emissions (metric tonnes CO2e) | 0 | Question not applicable | 01/19/2022 02:30:06 | |||
| 113470 | Cities 2021 | 2021 | 839980 | Municipalidad de Avellaneda | Argentina | Latin America | 1. Governance and Data Management | Governance | 1.0 | Please detail sustainability goals and targets (e.g. GHG reductions) that are incorporated into your city’s master plan and describe how these are addressed in the table below. | 1 | Sustainability goals and targets | 7 | Emissions reduction targets | 01/19/2022 02:30:06 | |||
| 113471 | Cities 2021 | 2021 | 60391 | Municipalidad de San Borja | Peru | 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 | 21 | Total IPPU | 01/19/2022 02:30:06 | |||
| 113472 | Cities 2021 | 2021 | 826201 | Ayuntamiento de Zapopan | 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. | 21 | Name of the engagement activities | 2 | 01/19/2022 02:30:06 | ||||
| 113473 | Cities 2021 | 2021 | 55161 | City of Iida | Japan | East Asia | 7. Local Government Emissions | Local Government Operations GHG Emissions Data | 7.1 | Please state the dates of the accounting year or 12-month period for which you are reporting an emissions inventory for your local government operations. | 2 | To | 1 | Accounting year dates | Question not applicable | 01/19/2022 02:30:06 | ||
| 113474 | Cities 2021 | 2021 | 49335 | Metropolitan Government of Nashville and Davidson County, TN | 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) | 10 | Transportation > Waterborne navigation | 01/19/2022 02:30:06 | |||
| 113475 | Cities 2021 | 2021 | 54345 | City Government of Davao | Philippines | Southeast Asia and Oceania | 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) | 13 | TOTAL Scope 1 (Territorial) emissions | 4091374.28 | 01/19/2022 02:30:06 | ||
| 113476 | Cities 2021 | 2021 | 35393 | City of St Louis, MO | United States of America | North 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. | 1 | Source | 4 | Question not applicable | 01/19/2022 02:30:06 | |||
| 113477 | Cities 2021 | 2021 | 827047 | Fuzhou Municipal People's Government | China | 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. | 16 | Select the initiatives that this target contributes towards | 17 | Question not applicable | 01/19/2022 02:30:06 | |||
| 113478 | Cities 2021 | 2021 | 36410 | City of Memphis, TN | United States of America | North 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. | 10 | Comment | 2 | Question not applicable | 01/19/2022 02:30:06 | |||
| 113479 | Cities 2021 | 2021 | 859123 | Takayama 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) | 2 | Stationary energy > Commercial buildings & facilities | Question not applicable | 01/19/2022 02:30:06 | ||
| 113480 | Cities 2021 | 2021 | 52897 | City of Aspen, 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. | 12 | Target year absolute emissions (metric tonnes CO2e) | 0 | Question not applicable | 01/19/2022 02:30:06 | |||
| 113481 | Cities 2021 | 2021 | 839970 | San Justo (Argentina) | 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. | 17 | Total cost provided by the majority funding source (currency) | 30 | 01/19/2022 02:30:06 | ||||
| 113482 | Cities 2021 | 2021 | 2430 | City of Burlington, VT | United States of America | North America | 4. City-wide Emissions | GCoM Emission Factor and Activity Data | 4.14 | State if the emissions factors and activity data used to calculate your cities emissions are accessible within the attached emissions inventory in question 4.5. If so, please describe where these are located within the attached inventory. | 1 | Emissions factors and activity data accessibility | 1 | Emissions factors and Activity Data Reported | 01/19/2022 02:30:06 | |||
| 113483 | Cities 2021 | 2021 | 57347 | Pingtung County Government | Taiwan, Greater China | East Asia | 7. Local Government Emissions | Local Government Operations GHG Emissions Data | 7.7a | Please complete the table reporting your local government Scope 3 emissions. | 1 | Source of Scope 3 emissions | 9 | Question not applicable | 01/19/2022 02:30:06 | |||
| 113484 | Cities 2021 | 2021 | 859105 | Tainai 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) | 19 | IPPU > Industrial process | Question not applicable | 01/19/2022 02:30:06 | ||
| 113485 | Cities 2021 | 2021 | 54253 | Wollongong City Council | 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. | 11 | Co-benefit area | 39 | Ecosystem preservation and biodiversity improvement | 01/19/2022 02:30:06 | |||
| 113486 | 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. | 15 | Total cost provided by the local government | 12 | 0 | 01/19/2022 02:30:06 | |||
| 113487 | Cities 2021 | 2021 | 43975 | Municipalidad de Magdalena del Mar | Peru | 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. | 9 | Renewable energy production (MWh) | 2 | 01/19/2022 02:30:06 | ||||
| 113488 | Cities 2021 | 2021 | 859143 | Miyazu 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. | 2 | If you have no direct emissions to report, please select a notation key to explain why | 9 | Transportation > Rail | Question not applicable | 01/19/2022 02:30:06 | ||
| 113489 | Cities 2021 | 2021 | 55801 | City of West Palm Beach, FL | United States of America | North America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 18 | Total Waste | 01/19/2022 02:30:06 | |||
| 113490 | Cities 2021 | 2021 | 50398 | Ciudad de Juárez | Mexico | Latin America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.11 | Does your city have a strategy, or other policy document, in place for how to measure and reduce consumption-based GHG emissions in your city? | 1 | Response | 3 | Transportation | Question not applicable | 01/19/2022 02:30:06 | ||
| 113491 | Cities 2021 | 2021 | 16581 | City of Seattle, WA | 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 | 16 | The projected emissions reductions from new strategies can be found in the 2018 Climate Action document: http://durkan.seattle.gov/wp-content/uploads/2018/04/SeaClimateAction_April2018.pdf | 01/19/2022 02:30:06 | |||
| 113492 | Cities 2021 | 2021 | 859076 | Higashine 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. | 1 | Direct emissions (metric tonnes CO2e) | 5 | Stationary energy > Agriculture | Question not applicable | 01/19/2022 02:30:06 | ||
| 113493 | Cities 2021 | 2021 | 63862 | City of Ashland, OR | United States of America | North America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6e | Where it will facilitate a greater understanding of your city-wide emissions, please provide a breakdown of these emissions by the US Community Protocol sources. | 2 | Sector | 0 | Question not applicable | 01/19/2022 02:30:06 | |||
| 113494 | Cities 2021 | 2021 | 859074 | Tagajo 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. | 12 | Is this target considered to be your cities most ambitious target? | 0 | Question not applicable | 01/19/2022 02:30:06 | |||
| 113495 | Cities 2021 | 2021 | 44080 | City of Kitakyushu | Japan | East Asia | 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) | 10 | Waste: waste generated outside the city boundary – Scope 1 (III.X.3) | Question not applicable | 01/19/2022 02:30:06 | ||
| 113496 | Cities 2021 | 2021 | 42120 | City of Salvador | Brazil | 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. | 8 | Emission factor unit (denominator) | 0 | Question not applicable | 01/19/2022 02:30:06 | |||
| 113497 | Cities 2021 | 2021 | 35912 | Surat Municipal Corporation | India | South and West 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) | 12 | 0 | 01/19/2022 02:30:06 | |||
| 113498 | Cities 2021 | 2021 | 55325 | Município de Águeda | Portugal | Europe | 1. Governance and Data Management | Governance | 1.3 | Please list the key development challenges, barriers and opportunities within the GCC Program. | 1 | Type | 3 | Opportunity | 01/19/2022 02:30:06 | |||
| 113499 | Cities 2021 | 2021 | 36037 | Santiago de Cali | 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. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 9 | Transportation > Rail | 0 | 01/19/2022 02:30:06 | ||
| 113500 | Cities 2021 | 2021 | 60400 | Municipalidad de Temuco | Chile | 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. | 2 | If you have no direct emissions to report, please select a notation key to explain why | 27 | Generation of grid-supplied energy > CHP generation | Question not applicable | 01/19/2022 02:30:06 |
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Description
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’.
This dataset contains a subset of the related full cities dataset, covering GHG emissions inventory and mitigation action questions for publicly disclosing cities in 2021. The platform is still open and the dataset is updated daily to reflect new submissions.
To view the cities 2021 questionnaire guidance, including all questions asked to cities in 2021, visit https://www.cdp.net/en/guidance/guidance-for-cities.
For any questions, including 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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