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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1491201 | Cities 2021 | 2021 | 862468 | Borlänge kommun | Sweden | 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. | 2 | Did this hazard significantly impact your city before 2021? | 5 | No | 01/20/2022 02:27:05 | |||
| 1491202 | Cities 2021 | 2021 | 69850 | Municipalidad de Comas | Peru | 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. | 3 | Average concentration for second most recent year available (ug/m3) | 1 | PM2.5 (1 year (annual) mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1491203 | Cities 2021 | 2021 | 54125 | City of Boise, ID | United States of America | North America | 8. Energy | 8.1 | Please indicate the source mix of electricity consumed in your city. | 2 | Gas | 1 | Electricity source | 12 | 01/20/2022 02:27:05 | |||
| 1491204 | Cities 2021 | 2021 | 50382 | Municipio de Mérida | Mexico | Latin America | 5. Emissions Reduction | Mitigation Target setting | 5.0a | Please provide details of your total city-wide base year emissions reduction (absolute) target(s). In addition, you may add rows to provide details of your sector-specific targets, by providing the base year emissions specific to that target. | 1 | Sector | 1 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1491205 | Cities 2021 | 2021 | 32480 | City of Adelaide | Australia | 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. | 7 | Customer-drive carshares (e.g. Car2Go, Drivenow) fleet size | 3 | Hybrid | 0 | Data for freight vehicles and transport network companies is not available. | 01/20/2022 02:27:05 | ||
| 1491206 | Cities 2021 | 2021 | 840931 | Prefeitura de Cordeirópolis | 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. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 26 | Generation of grid-supplied energy > Electricity-only generation | Question not applicable | 01/20/2022 02:27:05 | ||
| 1491207 | Cities 2021 | 2021 | 14088 | Oslo kommune | Norway | Europe | 12. Food | 12.0a | Report the tonnes per food group that are served and/or sold through the above mentioned programs. | 2 | Comment | 9 | Fish protein sources | 01/20/2022 02:27:05 | ||||
| 1491208 | Cities 2021 | 2021 | 859173 | Okagaki Town | 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. | 10 | Completeness of data (%) | 3 | PM10 (1 year (annual) mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1491209 | Cities 2021 | 2021 | 43932 | Auckland Council | New Zealand | Southeast Asia and Oceania | 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 | Watercare Ltd operates a metropolitan security of supply standard of 1 in 100 year event with 15% residual storage at the end of the drought event. Future sources are currently being brought forward to meet metropolitan 3 day peak demand requirements rather than the requirement of maintaining the metropolitan source yield security of supply standard. Watercare Ltd maintains the security of supply standard. Resilience of water supply and redundancy of facilities is taken into account for the Asset Management Plan for improving levels of service and Council are undertaking further work across stakeholders, to further identify the impacts of climate change on water supply, quality and demand. Outputs from this work will further inform asset management, business planning and wider community engagement. Reducing water demand is a key aspect of addressing increased water stress and Watercare have developed the Auckland Water Efficiency Plan (2021-2025), which details activities including education and awareness for residential, business and schools; addressing treatment processes; legislation and options for tariffs. | 01/20/2022 02:27:05 | |||
| 1491210 | Cities 2021 | 2021 | 54092 | City of Ann Arbor, MI | 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. | 6 | Most relevant assets / services affected overall | 7 | Commercial | 01/20/2022 02:27:05 | |||
| 1491211 | Cities 2021 | 2021 | 50359 | Gobierno Municipal de León de los Aldamas | Mexico | Latin America | 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 | 2 | Fruit | Question not applicable | 01/20/2022 02:27:05 | |||
| 1491212 | Cities 2021 | 2021 | 59572 | District of Saanich, BC | Canada | North America | 4. City-wide Emissions | City-wide external verification | 4.12a | Please provide the following information about the city-wide emissions verification. | 2 | Year of verification | 1 | Please complete | Question not applicable | 01/20/2022 02:27:05 | ||
| 1491213 | Cities 2021 | 2021 | 862768 | Vallentuna kommun | Sweden | Europe | 8. Energy | 8.2 | For each type of renewable energy within the city boundary, please report the installed capacity (MW) and annual generation (MWh). | 2 | Annual generation (MWh) | 1 | Solar PV | 589 | 01/20/2022 02:27:05 | |||
| 1491214 | Cities 2021 | 2021 | 50571 | City of Victoria, BC | 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. | 21 | Name of the engagement activities | 4 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1491215 | Cities 2021 | 2021 | 60178 | Linköpings kommun | Sweden | 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. | 8 | Future change in frequency | 1 | Do not know | 01/20/2022 02:27:05 | |||
| 1491216 | Cities 2021 | 2021 | 74560 | City of Moab, UT | 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? | 5 | Walking | 1 | Please complete | Question not applicable | 01/20/2022 02:27:05 | |||
| 1491217 | Cities 2021 | 2021 | 54681 | Prefeitura Municipal de Araçatuba | Brazil | 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 | 13 | TOTAL Scope 1 (Territorial) emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 1491218 | Cities 2021 | 2021 | 832838 | Town of Wellfleet, MA | United States of America | North America | 7. Local Government Emissions | Local Government Operations GHG Emissions Data | 7.7a | Please complete the table reporting your local government Scope 3 emissions. | 2 | Emissions (metric tonnes CO2e) | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1491219 | Cities 2021 | 2021 | 54614 | Prefeitura da Cidade de São José do Rio Preto | Brazil | 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. | 13 | Total cost provided by the majority funding source (currency) | 8 | 0 | 01/20/2022 02:27:05 | |||
| 1491220 | Cities 2021 | 2021 | 848476 | Municipalidad de Cañas | 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. | 21 | Name of the engagement activities | 1 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1491221 | Cities 2021 | 2021 | 54253 | Wollongong City Council | 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. | 13 | 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 | |||
| 1491222 | Cities 2021 | 2021 | 68378 | Municipalidad de Santiago de Surco | Peru | Latin America | 6. Opportunities | Finance and Economic Opportunities | 6.11 | Does your city have its own credit rating? | 1 | Does your city have a credit rating? | 1 | International | Question not applicable | 01/20/2022 02:27:05 | ||
| 1491223 | Cities 2021 | 2021 | 60413 | Municipalidad de La Serena | Chile | Latin America | 6. Opportunities | Opportunities | 6.0 | Please indicate the opportunities your city has identified as a result of addressing climate change and describe how the city is positioning itself to take advantage of these opportunities. | 2 | Describe how the city is maximizing this opportunity | 4 | Es de vital importancia realizar proyectos que trabajen con la comunidad para ayudarlos, de la mejor manera posible, a enfrentar los efectos que conllevará el cambio climático en la región. Desarrollando sus fortalezas, nuevas aptitudes y oportunidades. | 01/20/2022 02:27:05 | |||
| 1491224 | Cities 2021 | 2021 | 60044 | Bhopal 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) | 5 | Stationary energy > Agriculture | Question not applicable | 01/20/2022 02:27:05 | ||
| 1491225 | Cities 2021 | 2021 | 54048 | City of Knoxville, TN | United States of America | North America | 5. Emissions Reduction | Mitigation Target setting | 5.0c | Please provide details of your total city-wide base year intensity target. An intensity target is usually measured per capita or per unit GDP. If you have an absolute emissions reduction target, please select “Base year emissions (absolute) target” in question 5.0. | 16 | Select the initiatives that this target contributes towards | 2 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1491226 | Cities 2021 | 2021 | 44196 | Hwaseong City | Republic of Korea | East Asia | 9. Buildings | 9.1 | Does your city have emissions reduction targets (government operations, city wide targets) or energy efficiency targets for the following building types? | 3 | Energy efficiency target | 5 | All building types | Question not applicable | 01/20/2022 02:27:05 | |||
| 1491227 | Cities 2021 | 2021 | 69834 | Municipalidad de General Alvear (Mendoza) | 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. | 18 | Web link to action website | 9 | 01/20/2022 02:27:05 | ||||
| 1491228 | Cities 2021 | 2021 | 859084 | Kawaba Village | 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. | 4 | Average concentration for third most recent year available (ug/m3) | 2 | PM2.5 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1491229 | Cities 2021 | 2021 | 841154 | Municipalidad de Independencia (Peru) | Peru | Latin America | 10. Transport | 10.4 | Provide information on GHG emissions from the transport sector. | 2 | Inventory year (numerical year) | 5 | Passenger Transport: Taxi/TNC | Question not applicable | 01/20/2022 02:27:05 | |||
| 1491230 | Cities 2021 | 2021 | 60320 | Prefeitura de Presidente Prudente | 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 | 1 | Stationary energy > Residential buildings | Question not applicable | 01/20/2022 02:27:05 | ||
| 1491231 | Cities 2021 | 2021 | 1850 | Birmingham City Council | United Kingdom of Great Britain and Northern Ireland | Europe | 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 | Question not applicable | 01/20/2022 02:27:05 | ||
| 1491232 | Cities 2021 | 2021 | 73757 | Sukabumi City | Indonesia | Southeast Asia and Oceania | 1. Governance and Data Management | Governance | 1.3 | Please list the key development challenges, barriers and opportunities within the GCC Program. | 1 | Type | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1491233 | Cities 2021 | 2021 | 58357 | City of West Hollywood, 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. | 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 | 18 | Total Waste | NO | 01/20/2022 02:27:05 | ||
| 1491234 | Cities 2021 | 2021 | 859185 | Minamioguni Town | 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 | |||||
| 1491235 | Cities 2021 | 2021 | 35894 | Ville de Montreal, QC | Canada | 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. | 4 | Status of action | 7 | 01/20/2022 02:27:05 | ||||
| 1491236 | Cities 2021 | 2021 | 36037 | Santiago de Cali | Colombia | Latin America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.3a | Please report on how climate change impacts health outcomes and health services in your city. | 3 | Identify the climate hazards most significantly impacting the selected areas | 1 | Flood and sea level rise > River flood | 01/20/2022 02:27:05 | |||
| 1491237 | Cities 2021 | 2021 | 60007 | City of Santa Rosa | 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. | 5 | Start year of action | 1 | 01/20/2022 02:27:05 | ||||
| 1491238 | Cities 2021 | 2021 | 859166 | Tadotsu Town | Japan | East Asia | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 1 | Direct emissions (metric tonnes CO2e) | 18 | Total Waste | Question not applicable | 01/20/2022 02:27:05 | ||
| 1491239 | Cities 2021 | 2021 | 35853 | City of Baltimore, MD | United States of America | North America | 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 | 2 | Fruit | Question not applicable | 01/20/2022 02:27:05 | |||
| 1491240 | Cities 2021 | 2021 | 54110 | City of Santa Monica, 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. | 3 | Means of implementation | 8 | Stakeholder engagement | 01/20/2022 02:27:05 | |||
| 1491241 | Cities 2021 | 2021 | 35879 | City of Minneapolis, MN | 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. | 6 | Boundary of plan relative to city boundary (reported in 0.1) | 1 | Same – covers entire city and nothing else | 01/20/2022 02:27:05 | |||
| 1491242 | Cities 2021 | 2021 | 73694 | Chacabuco | 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. | 7 | Please identify which vulnerable populations are affected | 2 | Elderly | 01/20/2022 02:27:05 | |||
| 1491243 | Cities 2021 | 2021 | 11315 | City of Manchester | 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 | 4 | Emergency services | 01/20/2022 02:27:05 | |||
| 1491244 | Cities 2021 | 2021 | 63615 | Hillerød Kommune | Denmark | 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. | 5 | Start year of action | 0 | 01/20/2022 02:27:05 | ||||
| 1491245 | Cities 2021 | 2021 | 74560 | City of Moab, UT | 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. | 4 | Year of adoption of plan by local government | 1 | 2018 | 01/20/2022 02:27:05 | |||
| 1491246 | Cities 2021 | 2021 | 43930 | Gemeente Den Haag | Netherlands | 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. | 6 | Co-benefit area | 6 | Disaster Risk Reduction | 01/20/2022 02:27:05 | |||
| 1491247 | Cities 2021 | 2021 | 54692 | Prefeitura Municipal de Sertãozinho | Brazil | 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. | 18 | Please describe your target. If your country has an NDC and your city’s target is less ambitious than the NDC, please explain why. | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1491248 | Cities 2021 | 2021 | 36043 | Abuja Federal Capital Territory | Nigeria | Africa | 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. | 2 | Adaptation action | 2 | 01/20/2022 02:27:05 | ||||
| 1491249 | Cities 2021 | 2021 | 31173 | Comune di Milano | 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. | 9 | Finance status | 5 | Feasibility undertaken | 01/20/2022 02:27:05 | |||
| 1491250 | Cities 2021 | 2021 | 848404 | Mongui | Colombia | Latin America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 2 | If you have no direct emissions to report, please select a notation key to explain why | 19 | IPPU > Industrial process | 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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