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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147951 | Cities 2021 | 2021 | 35865 | Municipality of Fortaleza | Brazil | Latin America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 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 | NO | 01/20/2022 02:27:05 | ||
| 147952 | Cities 2021 | 2021 | 859124 | Kani City | Japan | East Asia | 12. Food | 12.1 | What is the per capita meat and dairy consumption (kg/yr) in your city? | 4 | Comment | 1 | Meat consumption per capita (kg/year) | Question not applicable | 01/20/2022 02:27:05 | |||
| 147953 | Cities 2021 | 2021 | 31154 | Bogotá Distrito Capital | Colombia | Latin America | 3. Adaptation | Adaptation Goals | 3.3 | Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal. | 4 | Description of metric / indicator used to track goal | 85 | Número de adquisición de equipos para el control de incendios forestales | 01/20/2022 02:27:05 | |||
| 147954 | Cities 2021 | 2021 | 50383 | Prefeitura de Sorocaba | 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 | 5 | Environment, biodiversity, forestry | 01/20/2022 02:27:05 | |||
| 147955 | Cities 2021 | 2021 | 68290 | Wyndham 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. | 4 | Implementation status | 3 | Implementation | 01/20/2022 02:27:05 | |||
| 147956 | Cities 2021 | 2021 | 848128 | Ocú | Panama | 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. | 9 | Volume of fuel used or activity level (reported in the same units as emissions factor denominator) | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 147957 | Cities 2021 | 2021 | 834289 | Municipality of Rauch | Argentina | Latin America | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 3 | Action title | 12 | Programa UDI: Unidad de Desarrollo Infantil | 01/20/2022 02:27:05 | |||
| 147958 | Cities 2021 | 2021 | 74539 | City of Oberlin, OH | 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 | 4 | Children & youth | 01/20/2022 02:27:05 | |||
| 147959 | Cities 2021 | 2021 | 35475 | City of Calgary, AB | Canada | North 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 | 3 | Water security targets | 01/20/2022 02:27:05 | |||
| 147960 | Cities 2021 | 2021 | 50362 | Municipalidad de Concepción | 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. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 13 | Total Transport | Question not applicable | 01/20/2022 02:27:05 | ||
| 147961 | Cities 2021 | 2021 | 58871 | City of Salem, MA | United States of America | North America | 12. Food | 12.1 | What is the per capita meat and dairy consumption (kg/yr) in your city? | 1 | Kg/Year/Capita | 1 | Meat consumption per capita (kg/year) | 01/20/2022 02:27:05 | ||||
| 147962 | Cities 2021 | 2021 | 826182 | Ayuntamiento de Tonalá | Mexico | Latin America | 8. Energy | 8.3a | Please provide details on your city’s energy efficiency targets. | 4 | Total energy consumed/produced covered by target in base year (in unit specified in column 2) | 1 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 147963 | Cities 2021 | 2021 | 49345 | City of Birmingham, AL | 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 | 10 | Transportation > Waterborne navigation | Question not applicable | 01/20/2022 02:27:05 | ||
| 147964 | Cities 2021 | 2021 | 50357 | Ciudad de Mendoza | Argentina | 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 | 2 | Stationary energy > Commercial buildings & facilities | 01/20/2022 02:27:05 | |||
| 147965 | Cities 2021 | 2021 | 31166 | Jakarta City Government | Indonesia | Southeast Asia and Oceania | 3. Adaptation | Adaptation Goals | 3.3 | Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal. | 2 | Climate hazards that adaptation goal addresses | 1 | Extreme Precipitation > Rain storm | 01/20/2022 02:27:05 | |||
| 147966 | Cities 2021 | 2021 | 859164 | Sanyo-Onoda 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. | 1 | Emissions (metric tonnes CO2e) | 1 | Stationary Energy: energy use – Scope 1 (I.X.1) | Question not applicable | 01/20/2022 02:27:05 | ||
| 147967 | Cities 2021 | 2021 | 863204 | Pesisir Barat Regency | Indonesia | 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. | 2 | Number of buses | 2 | Electric | 01/20/2022 02:27:05 | ||||
| 147968 | Cities 2021 | 2021 | 54335 | Government of the City of Yogyakarta | Indonesia | Southeast Asia and Oceania | 6. Opportunities | Collaboration | 6.2a | Please provide some key examples of how your city collaborates with business and/or industries in the table below. | 2 | Type of collaboration | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 147969 | Cities 2021 | 2021 | 863204 | Pesisir Barat Regency | Indonesia | Southeast Asia and Oceania | 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 | 2 | Volume based waste collection policy (i.e. fees or incentives) | Question not applicable | 01/20/2022 02:27:05 | |||
| 147970 | Cities 2021 | 2021 | 832002 | Municipalidad de Quepos | Costa Rica | Latin America | 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'. | 4 | Status of financing | 0 | 01/20/2022 02:27:05 | ||||
| 147971 | Cities 2021 | 2021 | 61467 | Dipolog City | Philippines | Southeast Asia and Oceania | 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 | 3 | City-wide segregated waste collection (food waste/organics, recycling, residual/rubbish) policy for majority of businesses and residences. | City Ordinance 123, An Ordinance Establishing a System of Garbage Collection, Health Protection and Sanitation, Imposing Fees Therefor, Appropriating Funds and for Other Related Purposes | 01/20/2022 02:27:05 | |||
| 147972 | Cities 2021 | 2021 | 35871 | City of Monterrey | Mexico | Latin America | 9. Buildings | 9.0 | Is your city implementing any retrofit programs addressing existing commercial, residential and/or municipal buildings? | 1 | Response | 1 | Retrofit programs | Question not applicable | 01/20/2022 02:27:05 | |||
| 147973 | Cities 2021 | 2021 | 73645 | KwaDukuza | South Africa | Africa | 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 | 1 | Question not applicable | 01/20/2022 02:27:05 | |||
| 147974 | Cities 2021 | 2021 | 59644 | City of Culver City, 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. | 19 | Name of the stakeholder group | 1 | 01/20/2022 02:27:05 | ||||
| 147975 | Cities 2021 | 2021 | 859154 | Hokuei Town | Japan | East Asia | 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. | 12 | Primary author of plan | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 147976 | Cities 2021 | 2021 | 53959 | City of Fayetteville, AR | 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 | 29 | Generation of grid-supplied energy > Local renewable generation | Question not applicable | 01/20/2022 02:27:05 | ||
| 147977 | Cities 2021 | 2021 | 54070 | City of Eugene, OR | United States of America | North America | 8. Energy | 8.1 | Please indicate the source mix of electricity consumed in your city. | 7 | Wind | 1 | Electricity source | 0.8 | https://www.bpa.gov/p/Generation/Fuel-Mix/FuelMix/BPA-Official-Fuel-Mix-2017.pdf | 01/20/2022 02:27:05 | ||
| 147978 | Cities 2021 | 2021 | 859177 | Takeo 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. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 25 | Total AFOLU | Question not applicable | 01/20/2022 02:27:05 | ||
| 147979 | Cities 2021 | 2021 | 827048 | Zhenjiang Municipal People's Government | China | East Asia | 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 | Public Health and Safety | 01/20/2022 02:27:05 | |||
| 147980 | Cities 2021 | 2021 | 58591 | City of Greenbelt, MD | 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. | 1 | Direct emissions (metric tonnes CO2e) | 8 | Transportation > On-road | 01/20/2022 02:27:05 | |||
| 147981 | Cities 2021 | 2021 | 74671 | Kadıköy | 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. | 18 | Web link to action website | 23 | 01/20/2022 02:27:05 | ||||
| 147982 | Cities 2021 | 2021 | 834167 | Kochi 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. | 14 | Total cost of the project | 1 | 01/20/2022 02:27:05 | ||||
| 147983 | Cities 2021 | 2021 | 862468 | Borlänge kommun | Sweden | Europe | 14. Water Security | Water Supply Management | 14.3 | Please select the actions you are taking to reduce the risks to your city’s water security. | 4 | Action description and implementation progress | 1 | For the municipal water supplies, Borlänge Energy is conducting a review of the protection areas and its regulations. For the Lennhedens water source new protection regulations were established 2018. For the water supplies in Tjärna and Frostbrunnsdalen, new protection areas are expected to be be established 2022. | 01/20/2022 02:27:05 | |||
| 147984 | Cities 2021 | 2021 | 35864 | Ekurhuleni Metropolitan Municipality | South Africa | Africa | 12. Food | 12.0a | Report the tonnes per food group that are served and/or sold through the above mentioned programs. | 1 | Tonnes served and/or sold | 11 | Added fats | 01/20/2022 02:27:05 | ||||
| 147985 | Cities 2021 | 2021 | 54100 | City of Columbia, MO | United States of America | North America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6b | Please provide a summary of emissions by sector and scope as defined in the Global Protocol for Community Greenhouse Gas Emissions Inventories (GPC) in the table below. | 2 | Where data is not available, please explain why | 6 | Transportation – Scope 2 (II.X.2) | Question not applicable | 01/20/2022 02:27:05 | ||
| 147986 | Cities 2021 | 2021 | 50203 | Gaziantep Metropolitan Municipality | Turkey | 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. | 14 | Web link | 2 | https://webdosya.csb.gov.tr/db/gaziantep/webmenu/webmenu36792.pdf | 01/20/2022 02:27:05 | |||
| 147987 | Cities 2021 | 2021 | 862673 | City of Selkirk, MB | Canada | 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 | 5 | 01/20/2022 02:27:05 | ||||
| 147988 | Cities 2021 | 2021 | 35993 | Singapore Government | Singapore | Southeast Asia and Oceania | 7. Local Government Emissions | Local Government Emissions Verification | 7.9a | Please provide the following information about the emissions verification process. | 2 | Year of verification | 1 | Verification details | Question not applicable | 01/20/2022 02:27:05 | ||
| 147989 | Cities 2021 | 2021 | 54085 | City of Savannah, GA | 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 | 4 | Fluctuating socio-economic conditions | 01/20/2022 02:27:05 | |||
| 147990 | Cities 2021 | 2021 | 848981 | City of Ormoc | 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. | 8 | Action description and implementation progress | 8 | 01/20/2022 02:27:05 | ||||
| 147991 | Cities 2021 | 2021 | 862946 | Manta | 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. | 1 | Direct emissions (metric tonnes CO2e) | 19 | IPPU > Industrial process | Question not applicable | 01/20/2022 02:27:05 | ||
| 147992 | Cities 2021 | 2021 | 862946 | Manta | 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. | 4 | If you have no indirect emissions to report, please select a notation key to explain why | 29 | Generation of grid-supplied energy > Local renewable generation | Question not applicable | 01/20/2022 02:27:05 | ||
| 147993 | Cities 2021 | 2021 | 49327 | City of Providence, RI | United States of America | North America | 2. Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0 | Has a climate change risk and vulnerability assessment been undertaken for your city? | 0 | 0 | Yes | 01/20/2022 02:27:05 | ||||
| 147994 | Cities 2021 | 2021 | 839672 | Municipalidad Distrital de La Molina | Peru | Latin America | 8. Energy | 8.4 | Please report the following energy access related information for your city. | 7 | Comment | 1 | Energy access | 01/20/2022 02:27:05 | ||||
| 147995 | Cities 2021 | 2021 | 32480 | City of Adelaide | Australia | Southeast Asia and Oceania | 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. | 12 | Primary author of plan | 1 | Consultant | 01/20/2022 02:27:05 | |||
| 147996 | Cities 2021 | 2021 | 862946 | Manta | Ecuador | Latin America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6f | Where it will facilitate a greater understanding of your city-wide emissions, please provide a breakdown of these emissions by end user (buildings, water, waste, transport), economic sector (residential, commercial, industrial, institutional), or any other classification system used in your city. | 1 | Source | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 147997 | Cities 2021 | 2021 | 73295 | City of La Crosse, WI | 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. | 3 | Number of municipal fleet (excluding buses) | 4 | Plug in hybrid | 0 | 01/20/2022 02:27:05 | |||
| 147998 | Cities 2021 | 2021 | 60168 | Derry City & Strabane | 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. | 9 | Future change in intensity | 8 | Increasing | 01/20/2022 02:27:05 | |||
| 147999 | Cities 2021 | 2021 | 859063 | Atsuma Town | Japan | East Asia | 8. Energy | 8.3a | Please provide details on your city’s energy efficiency targets. | 3 | Base year | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 148000 | Cities 2021 | 2021 | 54306 | Medan City Government | Indonesia | Southeast Asia and Oceania | 8. Energy | 8.4 | Please report the following energy access related information for your city. | 2 | Average electricity consumption per commercial establishment (MWh/annum) | 1 | Energy access | 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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