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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1495251 | Cities 2021 | 2021 | 834402 | Yokosuka 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. | 4 | If you have no indirect emissions to report, please select a notation key to explain why | 12 | Transportation > Off-road | Question not applicable | 01/20/2022 02:27:05 | ||
| 1495252 | Cities 2021 | 2021 | 59168 | Commune de Dioudoubou | Senegal | Africa | 8. Energy | 8.1 | Please indicate the source mix of electricity consumed in your city. | 4 | Nuclear | 1 | Electricity source | 01/20/2022 02:27:05 | ||||
| 1495253 | Cities 2021 | 2021 | 35859 | City of Cleveland, OH | 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 | 22 | AFOLU > Livestock | NO | 01/20/2022 02:27:05 | ||
| 1495254 | Cities 2021 | 2021 | 35755 | Village of Kadiovacik | Turkey | Europe | 10. Transport | 10.9 | How many instances of exceeding your city’s Air Quality Index standards for the Air Quality Index (AQI) has your city experienced? | 1 | Number of days exceeding your city’s Air Quality Index standards | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 1495255 | Cities 2021 | 2021 | 74695 | Sandnes kommune | Norway | Europe | 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. | 1 | Most recent years available (select year) | 7 | SO2 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1495256 | Cities 2021 | 2021 | 35858 | City of Cape Town | South Africa | Africa | 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 | Waste | The City adopted its first climate change adaptation plan, entitled the Sectoral Climate Adaptation Plans of Action x7 (Coastal; Spatial Planning; Health; Human Settlements; Disaster Risk Management; Catchments) in 2011 (see attached). The City joined the C40 Deadline 2020 programme and thereby committed the City to develop a Climate Change Action Plan (CCAP) that is aligned with the ambition and goals of the Paris Agreement for climate resilience and carbon neutrality by 2050. An updated CCAP has therefore been developed and will replace previous plans. This plan is the City’s first fully integrated version of an CCAP that covers both mitigation and adaptation. In parallel, the City’s Climate Change Policy of 2017 was superseded by a Climate Change Strategy which has been adopted by Council in 2021. The City’s new CCAP is a subsidiary instrument of the Climate Change Strategy. The City’s new CCAP focusing on carbon neutrality and climate resilience reported here. | 01/20/2022 02:27:05 | ||
| 1495257 | Cities 2021 | 2021 | 54338 | City of Saitama | 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. | 7 | Base year emissions (metric tonnes CO2e) | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1495258 | Cities 2021 | 2021 | 60104 | Cambridge City Council | United Kingdom of Great Britain and Northern Ireland | 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 | 6 | Stationary energy > Fugitive emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 1495259 | Cities 2021 | 2021 | 839673 | Municipalidad Distrital de Jesús María | Peru | Latin 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. | 10 | Percentage reduction target in emissions intensity | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1495260 | Cities 2021 | 2021 | 54347 | Pasig City | Philippines | 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. | 7 | Estimated emissions reduction (metric tonnes CO2e) | 12 | 01/20/2022 02:27:05 | ||||
| 1495261 | Cities 2021 | 2021 | 61427 | Municipality of Nacala | Mozambique | 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. | 6 | Co-benefit area | 8 | Resource conservation (e.g. soil, water) | 01/20/2022 02:27:05 | |||
| 1495262 | Cities 2021 | 2021 | 74558 | Summit County, UT | United States of America | North America | 13. Waste | 13.4 | What is the amount of solid waste being treated (tonnes/year) through the methods listed. | 1 | Tonnes/year | 7 | Sanitary landfill | Question not applicable | 01/20/2022 02:27:05 | |||
| 1495263 | Cities 2021 | 2021 | 31117 | City of Toronto, ON | Canada | North America | 1. Governance and Data Management | Governance | 1.4 | Please list the stakeholder engagement activities for each relevant stakeholder group. | 2 | Role in the GCC program | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1495264 | Cities 2021 | 2021 | 50359 | Gobierno Municipal de León de los Aldamas | Mexico | 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) | 12 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1495265 | Cities 2021 | 2021 | 54070 | City of Eugene, OR | United States of America | North America | 10. Transport | 10.1 | What is the mode share of each transport mode in your city for passenger transport? | 10 | Comment | 1 | Please complete | Local mode share data is only available as commuter mode share data. Vast majority of "other" mode share is carpooling (10 of the 11%). http://lcog.org/905/Commute-Mode-Share. Updated with 2018 data. | 01/20/2022 02:27:05 | |||
| 1495266 | Cities 2021 | 2021 | 73669 | San Luis Obispo, CA | 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. | 5 | Social impact of hazard overall | 3 | Migration from rural areas to cities | 01/20/2022 02:27:05 | |||
| 1495267 | Cities 2021 | 2021 | 60423 | Municipalidad de la Ciudad de Neuquén | Argentina | 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. | 10 | Future expected magnitude of hazard | 4 | Medium | 01/20/2022 02:27:05 | |||
| 1495268 | Cities 2021 | 2021 | 63862 | City of Ashland, OR | 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. | 12 | Action description and implementation progress | 9 | 01/20/2022 02:27:05 | ||||
| 1495269 | Cities 2021 | 2021 | 43938 | The Executive Council, Govt of Dubai | United Arab Emirates | Middle East | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.3a | Please report on how climate change impacts health outcomes and health services in your city. | 7 | Please explain | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1495270 | Cities 2021 | 2021 | 839673 | Municipalidad Distrital de Jesús María | 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. | 11 | Co-benefit area | 9 | 01/20/2022 02:27:05 | ||||
| 1495271 | Cities 2021 | 2021 | 831618 | Yaoundé 4 | Cameroon | 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. | 7 | Sectors/areas adaptation action applies to | 6 | Agriculture and Forestry | 01/20/2022 02:27:05 | |||
| 1495272 | Cities 2021 | 2021 | 35886 | Comune di Torino | Italy | 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 | 27 | Generation of grid-supplied energy > CHP generation | NE | 01/20/2022 02:27:05 | ||
| 1495273 | Cities 2021 | 2021 | 59605 | City of Colton, CA | United States of America | North America | 13. Waste | 13.0 | What is the annual solid waste generation in your city? | 2 | Year data applies to | 1 | Please complete | 2020 | 01/20/2022 02:27:05 | |||
| 1495274 | Cities 2021 | 2021 | 50545 | City of Henderson, NV | 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 | 2 | 01/20/2022 02:27:05 | ||||
| 1495275 | Cities 2021 | 2021 | 840936 | Prefeitura de Guanhães | Brazil | 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. | 6 | Most relevant assets / services affected overall | 1 | Land use planning | 01/20/2022 02:27:05 | |||
| 1495276 | 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. | 12 | Action description and implementation progress | 9 | 01/20/2022 02:27:05 | ||||
| 1495277 | Cities 2021 | 2021 | 43917 | Obshtina Sofia | Bulgaria | Europe | 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. | 2 | Average concentration for most recent year available (ug/m3) | 7 | SO2 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1495278 | Cities 2021 | 2021 | 827048 | Zhenjiang Municipal People's Government | 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. | 11 | Co-benefit area | 30 | Improved access to and quality of mobility services and infrastructure | 01/20/2022 02:27:05 | |||
| 1495279 | Cities 2021 | 2021 | 50394 | Prefeitura Municipal de João Pessoa | Brazil | Latin America | 7. Local Government Emissions | Local Government Operations GHG Emissions Data | 7.7 | Do you measure local government Scope 3 emissions? | 0 | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 1495280 | Cities 2021 | 2021 | 54361 | Petaling Jaya City Council | Malaysia | Southeast Asia and Oceania | 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 | Water security targets | 01/20/2022 02:27:05 | |||
| 1495281 | Cities 2021 | 2021 | 52638 | Prefeitura de Aracaju | Brazil | Latin 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. | 1 | US Community Protocol Sources | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1495282 | Cities 2021 | 2021 | 35893 | City of Dar es Salaam | United Republic of Tanzania | Africa | 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. | 1 | Climate Hazards | 1 | Flood and sea level rise > River flood | 01/20/2022 02:27:05 | |||
| 1495283 | Cities 2021 | 2021 | 841153 | Municipalidad de Bellavista | Peru | Latin America | 10. Transport | 10.6 | Do you have a loading / unloading Restricted Zone for Logistics? If yes, please provide more detail about the Restricted zone. | 2 | Size and stipulations in terms of access restriction by weight, by engine type, by height, etc. | 1 | Please complete | Question not applicable | 01/20/2022 02:27:05 | |||
| 1495284 | Cities 2021 | 2021 | 35883 | City of San José, CA | 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. | 4 | Boundary of assessment relative to city boundary (reported in 0.1) | 10 | Same – covers entire city and nothing else | 01/20/2022 02:27:05 | |||
| 1495285 | Cities 2021 | 2021 | 50554 | City of Mesa, AZ | United States of America | North America | 5. Emissions Reduction | Mitigation Target setting | 5.0b | Please provide details of your total fixed level target(s). | 1 | Sector | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1495286 | Cities 2021 | 2021 | 36504 | Comune di Rimini | Italy | Europe | 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. | 6 | Methodology | 1 | Regional or country specific methodology | 01/20/2022 02:27:05 | |||
| 1495287 | Cities 2021 | 2021 | 43937 | Wellington City Council | New Zealand | Southeast Asia and Oceania | 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 | 2 | Challenges | 01/20/2022 02:27:05 | |||
| 1495288 | Cities 2021 | 2021 | 859252 | Municipalidad de Machu Picchu | Peru | Latin America | 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. | 3 | Comment | 1 | Energy Poverty | 01/20/2022 02:27:05 | ||||
| 1495289 | Cities 2021 | 2021 | 43917 | Obshtina Sofia | Bulgaria | Europe | 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. | 8 | Base year emissions per intensity unit (metric tonnes CO2e per denominator) | 5 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1495290 | Cities 2021 | 2021 | 59165 | Gladsaxe Kommune | Denmark | Europe | 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) | 15 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1495291 | Cities 2021 | 2021 | 62855 | Egedal Kommune | Denmark | Europe | 12. Food | 12.0a | Report the tonnes per food group that are served and/or sold through the above mentioned programs. | 2 | Comment | 7 | Meat (Beef, Pork, Chicken) protein sources | Question not applicable | 01/20/2022 02:27:05 | |||
| 1495292 | Cities 2021 | 2021 | 839665 | Ayuntamiento de Celaya | Mexico | Latin America | 13. Waste | 13.3 | What is the amount of your city’s total solid waste collected for each of the following sectors (tonnes/year)? | 1 | Amount of solid waste generated (tonnes/year) | 1 | Total | Question not applicable | 01/20/2022 02:27:05 | |||
| 1495293 | Cities 2021 | 2021 | 50562 | City of Chula Vista, CA | 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) | 13 | Total Transport | 01/20/2022 02:27:05 | |||
| 1495294 | Cities 2021 | 2021 | 73755 | Legazpi 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. | 2 | Action | 12 | Crisis management including warning and evacuation systems | 01/20/2022 02:27:05 | |||
| 1495295 | Cities 2021 | 2021 | 68373 | Prefeitura de Pedreira | Brazil | Latin America | 14. Water Security | Water Supply | 14.2 | Are you aware of any substantive current or future risks to your city’s water security? | 0 | 0 | No, please specify why | 01/20/2022 02:27:05 | ||||
| 1495296 | Cities 2021 | 2021 | 60391 | Municipalidad de San Borja | Peru | 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. | 14 | Web link | 2 | We have the technical report entitle Water availability for three tube wells in San Borja District. This study is not able online. | 01/20/2022 02:27:05 | |||
| 1495297 | Cities 2021 | 2021 | 36158 | Comune di Napoli | Italy | 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. | 1 | Direct emissions (metric tonnes CO2e) | 9 | Transportation > Rail | 79345 | 01/20/2022 02:27:05 | ||
| 1495298 | Cities 2021 | 2021 | 54066 | City of Fort Collins, CO | 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. | 3 | Focus area of plan | 1 | Climate change mitigation and energy access plan | 01/20/2022 02:27:05 | |||
| 1495299 | Cities 2021 | 2021 | 60400 | Municipalidad de Temuco | 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. | 21 | Name of the engagement activities | 1 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1495300 | Cities 2021 | 2021 | 58595 | Municipalidad de Belén | 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. | 1 | Applicable sub-sector | 60 | 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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