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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1493951 | Cities 2021 | 2021 | 54498 | Ayuntamiento de Murcia | Spain | 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) | 29 | Generation of grid-supplied energy > Local renewable generation | 0 | 01/20/2022 02:27:05 | ||
| 1493952 | Cities 2021 | 2021 | 55159 | City of Iwanuma | Japan | East Asia | 10. Transport | 10.11 | Please provide city-wide average air pollution metrics from the monitoring sites within your city for the most recent three years. | 1 | Most recent years available (select year) | 5 | NO2 (1 year (annual) mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1493953 | Cities 2021 | 2021 | 59550 | City of Bend, OR | United States of America | North 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. | 2 | Average concentration for most recent year available (ug/m3) | 2 | PM2.5 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1493954 | Cities 2021 | 2021 | 834047 | Choma Municipal Council | Zambia | Africa | 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 | 4 | Plug in hybrid | 01/20/2022 02:27:05 | ||||
| 1493955 | Cities 2021 | 2021 | 859177 | Takeo City | Japan | East Asia | 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. | 7 | Does the assessment identify vulnerable populations? | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1493956 | Cities 2021 | 2021 | 840255 | Prefeitura de Iperó | Brazil | 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'. | 7 | Project description and attach project proposal | 1 | 01/20/2022 02:27:05 | ||||
| 1493957 | Cities 2021 | 2021 | 35870 | City of Miami, FL | United States of America | North 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. | 13 | Total cost provided by the majority funding source (currency) | 10 | 01/20/2022 02:27:05 | ||||
| 1493958 | Cities 2021 | 2021 | 834406 | Municipality of San Pedro Tlaquepaque | Mexico | 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 | Adaptation targets | 01/20/2022 02:27:05 | |||
| 1493959 | Cities 2021 | 2021 | 840269 | Town of Whitby, ON | 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. | 18 | Web link to action website | 6 | https://www.durham.ca/en/living-here/resources/Durham-Community-Energy-Plan/DCEP-Summary.pdf | 01/20/2022 02:27:05 | |||
| 1493960 | Cities 2021 | 2021 | 50674 | Município de Viseu | Portugal | 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. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 6 | Stationary energy > Fugitive emissions | 01/20/2022 02:27:05 | |||
| 1493961 | Cities 2021 | 2021 | 840923 | Prefeitura de Nova Santa Rita | 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 (%) | 1 | PM2.5 (1 year (annual) mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1493962 | Cities 2021 | 2021 | 31182 | City of San Francisco, 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. | 8 | Areas/sectors covered by the risk and vulnerability assessment | 1 | Information & Communications Technology | 01/20/2022 02:27:05 | |||
| 1493963 | Cities 2021 | 2021 | 859102 | Shibata City | Japan | East Asia | 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. | 13 | Total cost provided by the majority funding source (currency) | 0 | 01/20/2022 02:27:05 | ||||
| 1493964 | Cities 2021 | 2021 | 49360 | City of Tshwane | South Africa | 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 | 26 | Generation of grid-supplied energy > Electricity-only generation | 01/20/2022 02:27:05 | |||
| 1493965 | Cities 2021 | 2021 | 50380 | Municipio de Bucaramanga | Colombia | 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 | 1 | Formulación del Plan Municipal de Gestión de Riesgo y Adaptación al Cambio Climático y Política Pública Ambiental de Cambio Climático y Transición Energética | 01/20/2022 02:27:05 | |||
| 1493966 | Cities 2021 | 2021 | 59124 | City of Natchez, MS | United States of America | North 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 (%) | 3 | PM10 (1 year (annual) mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1493967 | Cities 2021 | 2021 | 60633 | La mairie de Bujumbura | Burundi | Africa | 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. | 10 | Percentage reduction target from business as usual | 2 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1493968 | Cities 2021 | 2021 | 49342 | City of Rochester, NY | United States of America | North America | 3. Adaptation | Adaptation Planning | 3.2b | Please explain why there is no published plan that addresses climate change adaptation and/or resilience and outline any future arrangements you have to create a plan. | 2 | Comment | 1 | Please explain | Question not applicable | 01/20/2022 02:27:05 | ||
| 1493969 | Cities 2021 | 2021 | 54364 | City of Kuala Lumpur | Malaysia | Southeast Asia and Oceania | 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 | 4 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1493970 | Cities 2021 | 2021 | 73530 | Town of Lexington, MA | 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. | 11 | Total (Scope 1 + Scope 2) emissions - please ensure this matches the total calculated field above | 1 | City-wide emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 1493971 | Cities 2021 | 2021 | 840918 | Prefeitura de Pilões | 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 | 13 | Total Transport | Question not applicable | 01/20/2022 02:27:05 | ||
| 1493972 | Cities 2021 | 2021 | 859089 | Satte City | Japan | East Asia | 13. Waste | 13.0 | What is the annual solid waste generation in your city? | 3 | Please describe the methodology used to calculate the annual solid waste generation in your city | 1 | Please complete | 01/20/2022 02:27:05 | ||||
| 1493973 | Cities 2021 | 2021 | 55419 | City of Miramar, 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. | 2 | If you have no direct emissions to report, please select a notation key to explain why | 11 | Transportation > Aviation | 01/20/2022 02:27:05 | |||
| 1493974 | Cities 2021 | 2021 | 54105 | City of Duluth, MN | 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. | 2 | Number of buses | 1 | Total fleet size | 01/20/2022 02:27:05 | ||||
| 1493975 | Cities 2021 | 2021 | 54521 | BCP Council | 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. | 6 | Most relevant assets / services affected overall | 6 | Society / community & culture | 01/20/2022 02:27:05 | |||
| 1493976 | Cities 2021 | 2021 | 50543 | Halifax Regional Municipality, NS | Canada | North America | 14. Water Security | Water Supply Management | 14.4a | Please provide more information on your city’s public Water Resource Management strategy. | 2 | Year of adoption from local government | 1 | 01/20/2022 02:27:05 | ||||
| 1493977 | Cities 2021 | 2021 | 54306 | Medan City Government | Indonesia | Southeast Asia and Oceania | 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. | 4 | Emissions factors used | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1493978 | Cities 2021 | 2021 | 74365 | Utsunomiya | Japan | East Asia | 11. Urban Planning | 11.0 | What is the size of your city’s park space in square km? | 0 | 0 | Question not applicable | 01/20/2022 02:27:05 | |||||
| 1493979 | Cities 2021 | 2021 | 58543 | Byron Shire Council | Australia | Southeast Asia and Oceania | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.0 | Does your city have a city-wide emissions inventory to report? | 0 | 0 | Intending to undertake in the next 2 years | 01/20/2022 02:27:05 | ||||
| 1493980 | Cities 2021 | 2021 | 60003 | Baguio City | Philippines | Southeast Asia and Oceania | 10. Transport | 10.4 | Provide information on GHG emissions from the transport sector. | 2 | Inventory year (numerical year) | 4 | Passenger Transport: Powered two/three wheelers (e.g. motorcycles) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1493981 | Cities 2021 | 2021 | 63616 | Abasan Al-Kabira Municipality | State of Palestine | Middle East | 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 | Building and Infrastructure | 01/20/2022 02:27:05 | |||
| 1493982 | Cities 2021 | 2021 | 73879 | Roskilde Kommune | Denmark | Europe | 10. Transport | 10.2 | What is the mode share of each transport mode in your city for freight transport? | 1 | Mode share | 5 | Rail | Question not applicable | 01/20/2022 02:27:05 | |||
| 1493983 | Cities 2021 | 2021 | 54403 | Tampereen kaupunki | Finland | 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. | 5 | Number of monitoring stations | 7 | SO2 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1493984 | Cities 2021 | 2021 | 59168 | Commune de Dioudoubou | Senegal | Africa | 10. Transport | 10.1 | What is the mode share of each transport mode in your city for passenger transport? | 3 | Buses (including BRT) | 1 | Please complete | Question not applicable | 01/20/2022 02:27:05 | |||
| 1493985 | Cities 2021 | 2021 | 36261 | Comune di Bolzano | 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) | 1 | Stationary energy > Residential buildings | 208871 | 01/20/2022 02:27:05 | ||
| 1493986 | Cities 2021 | 2021 | 69848 | Municipio de Loja | Ecuador | 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. | 7 | Estimated emissions reduction (metric tonnes CO2e) | 2 | 9264 | La estimación de reducción de emisiones es acumulada a 2040 | 01/20/2022 02:27:05 | ||
| 1493987 | Cities 2021 | 2021 | 11315 | City of Manchester | 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. | 4 | If you have no indirect emissions to report, please select a notation key to explain why | 3 | Stationary energy > Institutional buildings & facilities | 01/20/2022 02:27:05 | |||
| 1493988 | Cities 2021 | 2021 | 50566 | City of Anchorage, AK | 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. | 8 | Emission factor unit (denominator) | 4 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1493989 | Cities 2021 | 2021 | 826209 | Aipromades Lago de Chapala | Mexico | Latin America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6d | Where it will facilitate a greater understanding of your city-wide emissions, please provide a breakdown of these emissions by IPCC sector in the table below. | 5 | Comment | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1493990 | Cities 2021 | 2021 | 46470 | Ayuntamiento de Vitoria-Gasteiz | Spain | 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. | 10 | Describe the synergies, trade-offs, and co-benefits of this interaction | 1 | 01/20/2022 02:27:05 | ||||
| 1493991 | Cities 2021 | 2021 | 55334 | Município de Braga | Portugal | Europe | 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. | 5 | Global Warming Potential (select relevant IPCC Assessment Report) | 1 | IPCC 5th AR (2013) | 01/20/2022 02:27:05 | |||
| 1493992 | Cities 2021 | 2021 | 73701 | San Carlos Sud | Argentina | Latin America | 2. Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0c | Please explain why your city does not have a climate risk and vulnerability assessment. | 1 | Reason | 1 | Please explain | Question not applicable | 01/20/2022 02:27:05 | ||
| 1493993 | Cities 2021 | 2021 | 43910 | City of Columbus, OH | United States of America | North 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. | 1 | Most recent years available (select year) | 7 | SO2 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1493994 | Cities 2021 | 2021 | 36286 | Comune di Ferrara | 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. | 14 | Web link | 12 | 01/20/2022 02:27:05 | ||||
| 1493995 | Cities 2021 | 2021 | 54521 | BCP 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 | 10 | Transportation > Waterborne navigation | 01/20/2022 02:27:05 | |||
| 1493996 | Cities 2021 | 2021 | 54461 | Gemeente Groningen | Netherlands | 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. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 14 | Waste > Solid waste disposal | 01/20/2022 02:27:05 | |||
| 1493997 | Cities 2021 | 2021 | 73750 | Tarakan City | Indonesia | Southeast Asia and Oceania | 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 | 1 | Food | Question not applicable | 01/20/2022 02:27:05 | ||
| 1493998 | Cities 2021 | 2021 | 74670 | Antalya Metropolitan Municipality | Turkey | 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. | 3 | Fuel type or activity | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1493999 | Cities 2021 | 2021 | 36501 | Comune di Prato | 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. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 26 | Generation of grid-supplied energy > Electricity-only generation | 01/20/2022 02:27:05 | |||
| 1494000 | Cities 2021 | 2021 | 3203 | City of Chicago, IL | 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 | 11 | Transportation > Aviation | 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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