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2021 Cities - Vulnerability and Adaptation
This is a filtered view based on 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 298001 | Cities 2021 | 2021 | 60349 | Prefeitura de São Leopoldo | Brazil | Latin America | Submit your response | Response Language | What language are you submitting your response in? | 0 | 0 | Portuguese | 01/20/2022 02:27:05 | |||||
| 298002 | Cities 2021 | 2021 | 839672 | Municipalidad Distrital de La Molina | Peru | Latin America | 0. Introduction | 0.1 | Please give a general description and introduction to your city including your city’s reporting boundary in the table below. | 1 | Administrative boundary | 1 | Please complete | City / Municipality | 01/20/2022 02:27:05 | |||
| 298003 | Cities 2021 | 2021 | 826381 | Junta Intermunicipal de la Región Norte del Estado de Jalisco (JINOR) | Mexico | Latin America | 6. Opportunities | Collaboration | 6.2a | Please provide some key examples of how your city collaborates with business and/or industries in the table below. | 2 | Type of collaboration | 1 | Question not applicable | 01/20/2022 02:27:05 | |||
| 298004 | Cities 2021 | 2021 | 839669 | Municipio de San Jose | Guatemala | Latin America | 3. Adaptation | Adaptation Planning | 3.2a | Please provide more information on your plan that addresses climate change adaptation and/or resilience and attach the document. Please provide details on the boundary of your plan, and where this differs from your city’s boundary, please provide an explanation. | 4 | Climate hazards factored into plan that addresses climate change adaptation | 1 | Flood and sea level rise > River flood | 01/20/2022 02:27:05 | |||
| 298005 | Cities 2021 | 2021 | 43910 | City of Columbus, OH | 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. | 8 | Action description and implementation progress | 11 | The Columbus Sewerage and Drainage Division completed two construction contracts (J202 and J205) to provide reliable equipment to handle the flow from the floodwall and bypass it to the river. Both contracts were loan funded by OWDA. The construction cost for J202 was $6,022,825 and for J205 - $15,053,236.The J202 provided:1. A Bypass Chamber [108”]2. A Bypass metering chamber with an 108”magmeter3. Rehabilitation of 5 raw sewage pumps4. An 108” diameter bypass sewer from the pump station to the Scioto River5. An 36” plug valve for pumped flow controlThe J205 provided:1. Grit Facilities2. Emergency generator3. Bar screens | 01/20/2022 02:27:05 | |||
| 298006 | Cities 2021 | 2021 | 50361 | Ayuntamiento de Hermosillo | Mexico | Latin 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. | 7 | Does the assessment identify vulnerable populations? | 4 | Yes | 01/20/2022 02:27:05 | |||
| 298007 | Cities 2021 | 2021 | 847236 | Ramona | 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 | 5 | Children & youth | 01/20/2022 02:27:05 | |||
| 298008 | Cities 2021 | 2021 | 68373 | Prefeitura de Pedreira | 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. | 10 | Future expected magnitude of hazard | 2 | 01/20/2022 02:27:05 | ||||
| 298009 | Cities 2021 | 2021 | 35913 | City of Nairobi | Kenya | Africa | 6. Opportunities | Finance and Economic Opportunities | 6.8 | Has your city established a fund to invest in climate projects? | 2 | Can the city take foreign debt and/or investments? | 1 | Funds | 01/20/2022 02:27:05 | |||
| 298010 | Cities 2021 | 2021 | 840070 | Somerset West and Taunton | 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. | 7 | Please identify which vulnerable populations are affected | 1 | Women & girls | I am unable to formally identify the levels of risk associated with various hazards as we do not have a formal risk assessment at present. However, we know that large parts of the district are already at risk of flooding from surface water, river and sea and this is likely to increase. We also know that existing experiences of winter driving rain, heatwaves and water stress are likely to become more prevalent. | 01/20/2022 02:27:05 | ||
| 298011 | Cities 2021 | 2021 | 43926 | Stadt Mannheim | Germany | 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. | 11 | Total cost of the project (currency) | 1 | 01/20/2022 02:27:05 | ||||
| 298012 | Cities 2021 | 2021 | 74338 | Yala City Municipality | Thailand | East Asia | 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'. | 6 | Identified financing model description | 2 | Yala City Municipality has provided the 50% of the municipal budget and another 50% of the budget supported by the Budget Bureau. | 01/20/2022 02:27:05 | |||
| 298013 | Cities 2021 | 2021 | 859254 | Uppvidinge kommun | Sweden | 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. | 2 | Action | 1 | Flood mapping | 01/20/2022 02:27:05 | |||
| 298014 | Cities 2021 | 2021 | 50368 | Municipalidad de Provincial de Arequipa | 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. | 6 | Co-benefit area | 2 | Enhanced resilience | 01/20/2022 02:27:05 | |||
| 298015 | Cities 2021 | 2021 | 60236 | Trelleborgs kommun | Sweden | Europe | 0. Introduction | City Details | 0.5 | Please provide details of your city’s current population. Report the population in the year of your reported inventory, if possible. | 1 | Current population | 1 | Please complete | 45877 | 01/20/2022 02:27:05 | ||
| 298016 | Cities 2021 | 2021 | 834228 | Municipality of Curridabat | Costa Rica | Latin America | 1. Governance and Data Management | Governance | 1.4 | Please list the stakeholder engagement activities for each relevant stakeholder group. | 3 | Name of the engagement activities | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 298017 | Cities 2021 | 2021 | 50396 | Prefeitura Municipal de Santos | Brazil | Latin America | 6. Opportunities | Climate Action Planning | 6.14 | Does your city report to the national Measurement, Reporting and Verification (MRV) system (if in place)? | 1 | Report to the national MRV system | 1 | MRV system | Question not applicable | 01/20/2022 02:27:05 | ||
| 298018 | Cities 2021 | 2021 | 13113 | Newcastle City 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. | 12 | Please describe the impacts experienced so far, and how you expect the hazard to impact in the future | 4 | Increasing temperatures are expected to become a challenge for Newcastle as a result of climate change. We will use the Heatwave Plan for England to prepare for, altert people to, and prevent, the major avoidable effects on health during periods of severe heat in England. | 01/20/2022 02:27:05 | |||
| 298019 | Cities 2021 | 2021 | 54305 | Rajkot Municipal Corporation | India | South and West Asia | 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 | Society / community & culture | 01/20/2022 02:27:05 | |||
| 298020 | Cities 2021 | 2021 | 54111 | City of Iowa City, IA | 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. | 11 | When do you first expect to experience those changes in frequency and intensity? | 8 | Immediately | 01/20/2022 02:27:05 | |||
| 298021 | Cities 2021 | 2021 | 60178 | Linköpings kommun | Sweden | Europe | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 5 | Means of implementation | 1 | Awareness raising program or campaign | 01/20/2022 02:27:05 | |||
| 298022 | Cities 2021 | 2021 | 859144 | Kizugawa City | Japan | East Asia | 6. Opportunities | Climate Action Planning | 6.12 | Describe how your city plans to enhance ambition and scale up Climate Action Plan (integrated/adaptation/mitigation) and actions to achieve climate neutrality, net zero emissions, carbon neutrality or 100% renewables. | 0 | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 298023 | Cities 2021 | 2021 | 43926 | Stadt Mannheim | Germany | Europe | 6. Opportunities | Collaboration | 6.2a | Please provide some key examples of how your city collaborates with business and/or industries in the table below. | 3 | Description of collaboration | 4 | City of Mannheim has a cooperation with the Climate Alliance with most sustainable companies in the city (“Klimaschutz-Allianz Mannheim”) | 01/20/2022 02:27:05 | |||
| 298024 | Cities 2021 | 2021 | 841154 | Municipalidad de Independencia (Peru) | Peru | Latin America | 1. Governance and Data Management | Governance | 1.2 | Please list the local government departments involved in the GCC program and its role. | 3 | Role in the GCC program | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 298025 | Cities 2021 | 2021 | 826381 | Junta Intermunicipal de la Región Norte del Estado de Jalisco (JINOR) | Mexico | Latin 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) | 1 | Partial – Covers part of the city and adjoining areas | 01/20/2022 02:27:05 | |||
| 298026 | Cities 2021 | 2021 | 59985 | City of Puerto Princesa | Philippines | Southeast Asia and Oceania | 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 | Increased risk to already vulnerable populations | 01/20/2022 02:27:05 | |||
| 298027 | Cities 2021 | 2021 | 50356 | Ayuntamiento de Morelia | Mexico | Latin America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 10 | Future expected magnitude of hazard | 4 | Do not know | 01/20/2022 02:27:05 | |||
| 298028 | Cities 2021 | 2021 | 31446 | Taipei City Government | Taiwan, Greater 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. | 14 | Update/revision process in place for the Adaptation Plan | 11 | Question not applicable | 01/20/2022 02:27:05 | |||
| 298029 | Cities 2021 | 2021 | 60417 | Municipalidad de San Carlos de Bariloche | 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. | 8 | Future change in frequency | 9 | Increasing | 01/20/2022 02:27:05 | |||
| 298030 | Cities 2021 | 2021 | 31170 | Metropolitan Municipality of Lima | 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. | 7 | Sectors/areas adaptation action applies to | 16 | Water | 01/20/2022 02:27:05 | |||
| 298031 | Cities 2021 | 2021 | 60410 | Municipalidad de Peñalolén | Chile | 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. | 1 | Climate Hazards | 5 | Extreme hot temperature > Heat wave | 01/20/2022 02:27:05 | |||
| 298032 | Cities 2021 | 2021 | 54085 | City of Savannah, GA | United States of America | North America | 6. Opportunities | Climate Action Planning | 6.12 | Describe how your city plans to enhance ambition and scale up Climate Action Plan (integrated/adaptation/mitigation) and actions to achieve climate neutrality, net zero emissions, carbon neutrality or 100% renewables. | 0 | 0 | 01/20/2022 02:27:05 | |||||
| 298033 | Cities 2021 | 2021 | 31111 | Tokyo Metropolitan Government | 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. | 6 | Co-benefit area | 1 | Enhanced climate change adaptation | 01/20/2022 02:27:05 | |||
| 298034 | Cities 2021 | 2021 | 44210 | Yeosu City | Republic of Korea | 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. | 11 | Total cost of the project (currency) | 5 | 23766000000 | 01/20/2022 02:27:05 | |||
| 298035 | Cities 2021 | 2021 | 59572 | District of Saanich, BC | Canada | North America | 3. Adaptation | Adaptation Planning | 3.2a | Please provide more information on your plan that addresses climate change adaptation and/or resilience and attach the document. Please provide details on the boundary of your plan, and where this differs from your city’s boundary, please provide an explanation. | 4 | Climate hazards factored into plan that addresses climate change adaptation | 1 | Extreme hot temperature > Extreme hot days | 01/20/2022 02:27:05 | |||
| 298036 | Cities 2021 | 2021 | 36158 | Comune di Napoli | Italy | Europe | 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'. | 1 | Project area | 1 | No relevant projects | 01/20/2022 02:27:05 | |||
| 298037 | Cities 2021 | 2021 | 73725 | Guaminí | 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. | 2 | Did this hazard significantly impact your city before 2021? | 6 | Yes | 01/20/2022 02:27:05 | |||
| 298038 | Cities 2021 | 2021 | 54113 | City of Flagstaff, AZ | 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 | 2 | Environment, Biodiversity and Forestry | 01/20/2022 02:27:05 | |||
| 298039 | Cities 2021 | 2021 | 49330 | Kansas City, MO | United States of America | North America | 6. Opportunities | Collaboration | 6.3 | Describe how your local/regional government collaborates and coordinates horizontally on climate action. | 1 | Entity with which your local/regional government collaborates and coordinates horizontally on climate action | 1 | Horizontal collaboration and coordination | Question not applicable | 01/20/2022 02:27:05 | ||
| 298040 | Cities 2021 | 2021 | 60400 | Municipalidad de Temuco | Chile | Latin America | 0. Introduction | City Details | 0.3 | Please provide information about your city’s Mayor or equivalent legal representative authority in the table below. | 1 | Leader title | 1 | Please complete | Alcalde | 01/20/2022 02:27:05 | ||
| 298041 | Cities 2021 | 2021 | 63862 | City of Ashland, OR | United States of America | North America | 0. Introduction | City Details | 0.5 | Please provide details of your city’s current population. Report the population in the year of your reported inventory, if possible. | 1 | Current population | 1 | Please complete | 21056 | 01/20/2022 02:27:05 | ||
| 298042 | Cities 2021 | 2021 | 36261 | Comune di Bolzano | Italy | Europe | 3. Adaptation | Adaptation Goals | 3.3 | Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal. | 6 | Select the initiatives related to this adaptation goal that your city has committed to | 1 | Global Covenant of Mayors for Climate & Energy | 01/20/2022 02:27:05 | |||
| 298043 | Cities 2021 | 2021 | 862673 | City of Selkirk, MB | Canada | 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. | 9 | Future change in intensity | 3 | Increasing | 01/20/2022 02:27:05 | |||
| 298044 | Cities 2021 | 2021 | 834190 | Kurashiki City | Japan | East Asia | 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 | 0 | 01/20/2022 02:27:05 | ||||
| 298045 | Cities 2021 | 2021 | 50400 | City of Newark, NJ | 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. | 11 | When do you first expect to experience those changes in frequency and intensity? | 2 | Immediately | 01/20/2022 02:27:05 | |||
| 298046 | Cities 2021 | 2021 | 54100 | City of Columbia, MO | United States of America | North America | 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 | |||
| 298047 | Cities 2021 | 2021 | 44180 | Daegu Metropolitan City | Republic of Korea | 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. | 8 | Areas/sectors covered by the risk and vulnerability assessment | 1 | Water Supply & Sanitation | 01/20/2022 02:27:05 | |||
| 298048 | Cities 2021 | 2021 | 54367 | Melaka Historic City Council | Malaysia | Southeast Asia and Oceania | 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 | 2 | Environment, Biodiversity and Forestry | 01/20/2022 02:27:05 | |||
| 298049 | Cities 2021 | 2021 | 848124 | Goicoechea | 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'. | 9 | Total investment cost needed | 1 | 01/20/2022 02:27:05 | ||||
| 298050 | Cities 2021 | 2021 | 859081 | City of Sakuragawa | Japan | East Asia | 6. Opportunities | Finance and Economic Opportunities | 6.7 | Has your city received/secured funding for any climate projects (e.g. energy efficiency, renewable energy, low emission vehicles, waste management, flood defence etc.) from an International Financial Institution (e.g. World Bank, Asian Development Bank, etc.)? | 2 | Comment | 1 | Funding received/secured | Question not applicable | 01/20/2022 02:27:05 |
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Description
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’.
This dataset contains a subset of the related full cities dataset, covering Climate Risk and Vulnerability Assessment and Adaptation Action questions for publicly disclosing cities in 2021. The platform is still open and the dataset is updated daily to reflect new submissions.
To view the cities 2021 questionnaire guidance, including all questions asked to cities in 2021, visit https://www.cdp.net/en/guidance/guidance-for-cities.
For any questions, including 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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