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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147701 | Cities 2021 | 2021 | 859125 | City of Shimada | 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. | 18 | Web link to action website | 18 | 01/20/2022 02:27:05 | ||||
| 147702 | Cities 2021 | 2021 | 54318 | Government of Tangerang City | Indonesia | 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. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 11 | Transportation > Aviation | Question not applicable | 01/20/2022 02:27:05 | ||
| 147703 | Cities 2021 | 2021 | 832500 | Darlington Borough Council | United Kingdom of Great Britain and Northern Ireland | Europe | 10. Transport | 10.3 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 4 | Number of freight vehicles | 5 | Hydrogen | 01/20/2022 02:27:05 | ||||
| 147704 | Cities 2021 | 2021 | 54305 | Rajkot Municipal Corporation | India | South and West Asia | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 4 | Stationary energy > Industrial buildings & facilities | 01/20/2022 02:27:05 | |||
| 147705 | Cities 2021 | 2021 | 826380 | Junta Intermunicipal de la Cuenca Baja del Rio Ayuquila (JIRA) | Mexico | Latin America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 5 | Social impact of hazard overall | 1 | Increased risk to already vulnerable populations | 01/20/2022 02:27:05 | |||
| 147706 | Cities 2021 | 2021 | 826148 | Ayuntamiento de Puerto Vallarta | Mexico | Latin 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 | ||
| 147707 | Cities 2021 | 2021 | 850538 | Prefeitura de Treze Tílias | Brazil | Latin America | 8. Energy | 8.4 | Please report the following energy access related information for your city. | 5 | Percentage of electricity distributed, but not billed | 1 | Energy access | Question not applicable | 01/20/2022 02:27:05 | |||
| 147708 | Cities 2021 | 2021 | 54611 | Alcaldia de Manizales | Colombia | Latin America | 13. Waste | 13.6 | Does your city have any of the following initiatives, policies and/or regulations. | 1 | Response | 3 | City-wide segregated waste collection (food waste/organics, recycling, residual/rubbish) policy for majority of businesses and residences. | No | 01/20/2022 02:27:05 | |||
| 147709 | Cities 2021 | 2021 | 840030 | Reconquista | 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. | 10 | Timescale of reduction / savings / energy production | 9 | Other, please specify | 01/20/2022 02:27:05 | |||
| 147710 | Cities 2021 | 2021 | 834377 | Takarazuka 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. | 17 | Does this target align to a requirement from a higher level of government? | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 147711 | Cities 2021 | 2021 | 57877 | Playa del Carmen | 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. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 4 | Stationary energy > Industrial buildings & facilities | Question not applicable | 01/20/2022 02:27:05 | ||
| 147712 | Cities 2021 | 2021 | 31109 | City of Melbourne | Australia | Southeast Asia and Oceania | 6. Opportunities | Climate Action Planning | 6.13 | How many people within your city are employed in green jobs/industries? | 4 | Comment | 1 | Green jobs/industries | 01/20/2022 02:27:05 | |||
| 147713 | Cities 2021 | 2021 | 35897 | Municipality of Campinas | Brazil | 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. | 2 | Anticipated timescale | 1 | Current | 01/20/2022 02:27:05 | |||
| 147714 | Cities 2021 | 2021 | 31172 | Mexico City | Mexico | Latin America | 6. Opportunities | Climate Action Planning | 6.14 | Does your city report to the national Measurement, Reporting and Verification (MRV) system (if in place)? | 2 | Comment | 1 | MRV system | Como una forma de control y manejo del avance de estas acciones, existe el Sistema de Seguimiento del Programa de Acción Climática el cual es un sistema informático en linea, dentro del cual diferentes dependencias del gobierno de la Ciudad de México realizan los reportes correspondientes mensuales al avance de sus acciones. | 01/20/2022 02:27:05 | ||
| 147715 | Cities 2021 | 2021 | 31153 | Bundeshauptstadt Berlin | Germany | 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. | 2 | If you have no direct emissions to report, please select a notation key to explain why | 11 | Transportation > Aviation | NE | 01/20/2022 02:27:05 | ||
| 147716 | Cities 2021 | 2021 | 69968 | Alcaldia de Rionegro | Colombia | Latin 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. | 2 | Where data is not available, please explain why | 5 | Transportation – Scope 1 (II.X.1) | Question not applicable | 01/20/2022 02:27:05 | ||
| 147717 | Cities 2021 | 2021 | 43969 | Ciudad de Asunción | Paraguay | 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 | Water | 01/20/2022 02:27:05 | |||
| 147718 | Cities 2021 | 2021 | 54341 | Toyama 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. | 13 | Percentage of target achieved so far | 6 | Question not applicable | 01/20/2022 02:27:05 | |||
| 147719 | Cities 2021 | 2021 | 51079 | Guatemala City | Guatemala | 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? | 2 | Please provide more details on and/or a link to the strategy or highlights of any specific actions the city is implementing | 2 | Construction | Question not applicable | 01/20/2022 02:27:05 | ||
| 147720 | Cities 2021 | 2021 | 74670 | Antalya Metropolitan Municipality | Turkey | Europe | 5. Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 11 | Co-benefit area | 25 | Reduced GHG emissions | 01/20/2022 02:27:05 | |||
| 147721 | Cities 2021 | 2021 | 848135 | San Pedro de la Paz | Chile | Latin America | 6. Opportunities | Collaboration | 6.2a | Please provide some key examples of how your city collaborates with business and/or industries in the table below. | 1 | Collaboration area | 1 | Question not applicable | 01/20/2022 02:27:05 | |||
| 147722 | Cities 2021 | 2021 | 18078 | Swale Borough Council | United Kingdom of Great Britain and Northern Ireland | Europe | 8. Energy | 8.5 | How many households within the municipal boundary face energy poverty? Please select the threshold used for energy poverty in your city. | 2 | Threshold used for energy poverty | 1 | Energy Poverty | Question not applicable | 01/20/2022 02:27:05 | |||
| 147723 | Cities 2021 | 2021 | 74594 | City of Boynton Beach, FL | United States of America | North America | 5. Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 21 | Name of the engagement activities | 16 | Question not applicable | 01/20/2022 02:27:05 | |||
| 147724 | Cities 2021 | 2021 | 10495 | City of Las Vegas, NV | 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 | 1 | Persons living in sub-standard housing | 01/20/2022 02:27:05 | |||
| 147725 | Cities 2021 | 2021 | 36426 | Rīgas valstspilsētas pašvaldība | Latvia | 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. | 7 | Sectors/areas adaptation action applies to | 1 | Water | 01/20/2022 02:27:05 | |||
| 147726 | Cities 2021 | 2021 | 74371 | Himeji | Japan | East Asia | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.8 | Please indicate if your city-wide emissions have increased, decreased, or stayed the same since your last emissions inventory, and describe why. | 2 | Primary reason for change | 1 | Please explain | Question not applicable | 01/20/2022 02:27:05 | ||
| 147727 | Cities 2021 | 2021 | 37261 | City of Pietermaritzburg | South Africa | Africa | 10. Transport | 10.11 | Please provide city-wide average air pollution metrics from the monitoring sites within your city for the most recent three years. | 6 | Frequency of measurements (e.g. hourly, daily) | 2 | PM2.5 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 147728 | Cities 2021 | 2021 | 74547 | City of Mosier, OR | 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 | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 147729 | Cities 2021 | 2021 | 70005 | Tauragės rajono savivaldybė | Lithuania | Europe | 0. Introduction | 0.2 | If you have not previously submitted your Letter of Commitment to the Global Covenant of Mayors, either through the relevant regional covenant or through the Global Covenant secretariat, please attach the letter signed by an appropriately mandated official (e.g. Mayor, City Council) to this question. | 0 | 0 | Question not applicable | 01/20/2022 02:27:05 | |||||
| 147730 | Cities 2021 | 2021 | 859149 | Ashiya City | 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. | 2 | Where data is not available, please explain why | 13 | TOTAL Scope 1 (Territorial) emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 147731 | Cities 2021 | 2021 | 54075 | City of Lakewood, CO | 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 | 9 | Transportation > Rail | NO | 01/20/2022 02:27:05 | ||
| 147732 | Cities 2021 | 2021 | 74698 | Beira | Mozambique | Africa | 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 | 2 | Stationary energy > Commercial buildings & facilities | Question not applicable | 01/20/2022 02:27:05 | ||
| 147733 | Cities 2021 | 2021 | 35858 | City of Cape Town | South Africa | Africa | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 8 | Action description and implementation progress | 8 | Investigation into the possibility of saltwater intrusion and methods for preventing this forms part of the City's development of aquifers as new water sources. | 01/20/2022 02:27:05 | |||
| 147734 | Cities 2021 | 2021 | 59696 | City of Longmont, CO | United States of America | North America | 7. Local Government Emissions | Local Government Operations GHG Emissions Data | 7.6 | Please provide total (Scope 1 + Scope 2) GHG emissions for your local government operations, in metric tonnes CO2e. | 4 | Comment | 1 | Local government emissions breakdown | Question not applicable | 01/20/2022 02:27:05 | ||
| 147735 | Cities 2021 | 2021 | 35887 | Ajuntament de València | Spain | 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. | 1 | Mitigation action | 63 | Buildings > Building codes and standards | 01/20/2022 02:27:05 | |||
| 147736 | Cities 2021 | 2021 | 58595 | Municipalidad de Belén | 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. | 1 | Mitigation action | 1 | Buildings > Building codes and standards | 01/20/2022 02:27:05 | |||
| 147737 | Cities 2021 | 2021 | 59644 | City of Culver City, CA | United States of America | North America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6c | 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. | 10 | Calculated total Scope 1 + Scope 2 emissions | 1 | City-wide emissions | 01/20/2022 02:27:05 | |||
| 147738 | Cities 2021 | 2021 | 850301 | Bellingen Shire | Australia | 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. | 15 | Does this target align to a requirement from a higher level of government? | 4 | 01/20/2022 02:27:05 | ||||
| 147739 | Cities 2021 | 2021 | 848127 | Santa Bárbara (Costa Rica) | Costa Rica | Latin 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) | 5 | Transportation – Scope 1 (II.X.1) | Question not applicable | 01/20/2022 02:27:05 | ||
| 147740 | Cities 2021 | 2021 | 840158 | City of San Fernando, La Union | Philippines | Southeast Asia and Oceania | 10. Transport | 10.3 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 4 | Number of freight vehicles | 2 | Electric | 01/20/2022 02:27:05 | ||||
| 147741 | Cities 2021 | 2021 | 54682 | Prefeitura Municipal de Petrolina | Brazil | 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. | 10 | Completeness of data (%) | 5 | NO2 (1 year (annual) mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 147742 | Cities 2021 | 2021 | 845132 | Prefeitura de Goiás (Goiás Velho) | Brazil | Latin America | 5. Emissions Reduction | Mitigation Target setting | 5.0b | Please provide details of your total fixed level target(s). | 12 | Does this target align with the global 1.5 -2 °C pathway set out in the Paris agreement? | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 147743 | Cities 2021 | 2021 | 36494 | Comune di Padova | Italy | 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. | 5 | Means of implementation | 12 | Capacity building and training activities | 01/20/2022 02:27:05 | |||
| 147744 | Cities 2021 | 2021 | 43921 | Grad Zagreb | Croatia | Europe | 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. | 4 | Emissions (metric tonnes CO2e) | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 147745 | Cities 2021 | 2021 | 36277 | Comune di Cosenza | Italy | Europe | 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 | |||
| 147746 | Cities 2021 | 2021 | 69848 | Municipio de Loja | Ecuador | 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 | 2 | Wild fire > Forest fire | 01/20/2022 02:27:05 | |||
| 147747 | Cities 2021 | 2021 | 31056 | Edinburgh City Council | United Kingdom of Great Britain and Northern Ireland | Europe | 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. | 8 | Stage of implementation | 3 | Plan developed but not implemented | 01/20/2022 02:27:05 | |||
| 147748 | Cities 2021 | 2021 | 15515 | Reading Borough Council | United Kingdom of Great Britain and Northern Ireland | Europe | 1. Governance and Data Management | Governance | 1.2 | Please list the local government departments involved in the GCC program and its role. | 4 | Attach awareness raising and capacity building plan for the municipal staff | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 147749 | Cities 2021 | 2021 | 831952 | Municipalidad de Portoviejo | Ecuador | Latin 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 | 2017-01-01 | 01/20/2022 02:27:05 | |||
| 147750 | Cities 2021 | 2021 | 44191 | Ansan City | Republic of Korea | 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. | 13 | Does this target align with the global 1.5 - 2 °C pathway set out in the Paris agreement? | 10 | Question not applicable | 01/20/2022 02:27:05 |
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Description
PLEASE READ THE FOLLOWING INFORMATION
This dataset contains all public responses to the CDP-ICLEI 2021 Cities questionnaire. All data included in the dataset is self reported by cities. The reporting platform remains open and the dataset is updated daily to reflect new submissions.
Please note that this dataset exceeds the capacity for Excel. To export the data to Excel, the dataset has been separated into three files. Please follow the links below to access these:
2021 cities dataset covering emissions and mitigation:
https://data.cdp.net/Governance/2021-Cities-Emissions-and-Mitigation/aic4-a5fb
https://data.cdp.net/Governance/2021-Cities-Emissions-and-Mitigation/aic4-a5fb
2021 cities dataset covering vulnerability and adaptation:
https://data.cdp.net/Governance/2021-Cities-Vulnerability-and-Adaptation/hz2m-cbry
https://data.cdp.net/Governance/2021-Cities-Vulnerability-and-Adaptation/hz2m-cbry
2021 cities dataset covering sectors (buildings, energy, transport, waste, urban planning, food, water):
https://data.cdp.net/Governance/2021-Cities-Sectors/xsgm-pagy
https://data.cdp.net/Governance/2021-Cities-Sectors/xsgm-pagy
Access more information on cities reporting, including questionnaire guidance, at https://www.cdp.net/en/guidance/guidance-for-cities.
This data is collected through the CDP-ICLEI Unified Reporting System. When using this data, please cite both organisations using the following wording: ‘This data was collected in partnership by CDP and ICLEI - Local Governments for Sustainability’.
For any questions or further guidance on how to reference this data in your own work, please contact cities@cdp.net.
Please note that this dataset may contain data from cities or, in some instances, groups of cities at different administrative levels. This includes metropolitan areas, combined authorities, and some regional councils.
When using the inventory data for aggregation, comparison and trend analysis, please note that the inventory data is based on non-verified self-reported city inputs. The reported inventory may not include all emission sources within the city boundary.
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