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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 134201 | Cities 2021 | 2021 | 60656 | City of Piedmont, CA | United States of America | North 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'. | 8 | Total cost of project | 3 | 75000 | 01/20/2022 02:27:05 | |||
| 134202 | Cities 2021 | 2021 | 31182 | City of San Francisco, CA | 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. | 6 | Co-benefit area | 1 | Disaster preparedness | 01/20/2022 02:27:05 | |||
| 134203 | Cities 2021 | 2021 | 35887 | Ajuntament de València | Spain | 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. | 7 | Sectors/areas adaptation action applies to | 47 | Building and Infrastructure | 01/20/2022 02:27:05 | |||
| 134204 | Cities 2021 | 2021 | 54652 | Prefeitura de Osasco | 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) | 2 | 01/20/2022 02:27:05 | ||||
| 134205 | Cities 2021 | 2021 | 848981 | City of Ormoc | 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. | 7 | Please identify which vulnerable populations are affected | 1 | Persons living in sub-standard housing | 01/20/2022 02:27:05 | |||
| 134206 | Cities 2021 | 2021 | 60185 | Vantaan kaupunki | Finland | Europe | 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. | 6 | Primary author of assessment | 1 | Dedicated city team | 01/20/2022 02:27:05 | |||
| 134207 | Cities 2021 | 2021 | 859096 | Kamakura 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. | 3 | Year of publication or approval from local government | 1 | 2016 | 01/20/2022 02:27:05 | |||
| 134208 | Cities 2021 | 2021 | 36254 | Comune di Venezia | 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. | 11 | Total cost of the project (currency) | 1 | 01/20/2022 02:27:05 | ||||
| 134209 | Cities 2021 | 2021 | 68378 | Municipalidad de Santiago de Surco | Peru | 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 | 6 | 01/20/2022 02:27:05 | ||||
| 134210 | Cities 2021 | 2021 | 859086 | Koshigaya City | Japan | East 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. | 7 | Please identify which vulnerable populations are affected | 1 | 01/20/2022 02:27:05 | ||||
| 134211 | Cities 2021 | 2021 | 863498 | Zinacantepec | Mexico | Latin America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1a | Have you identified the most vulnerable geographic areas in your city? | 2 | Describe the methodology or process to identify these most vulnerable areas (e.g. mapping hotspots) | 1 | Vulnerable geographic areas | Question not applicable | 01/20/2022 02:27:05 | ||
| 134212 | Cities 2021 | 2021 | 35886 | Comune di Torino | Italy | Europe | 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 | 3 | Dedicated city team | 01/20/2022 02:27:05 | |||
| 134213 | Cities 2021 | 2021 | 45219 | Município de Aparecida | Brazil | Latin America | 6. Opportunities | Collaboration | 6.4 | Describe how your local/regional government collaborates and coordinates vertically (higher levels of government) on climate action. | 0 | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 134214 | Cities 2021 | 2021 | 49172 | City of St. Petersburg, FL | United States of America | North America | 3. Adaptation | Adaptation Actions | 3.1 | Describe how your city identified and prioritized adaptation actions to implement. | 1 | Method | 1 | Identifying and prioritizing adaptation actions | Question not applicable | 01/20/2022 02:27:05 | ||
| 134215 | Cities 2021 | 2021 | 54100 | City of Columbia, MO | United States of America | North America | 2. Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0a | Please select the primary process or methodology used to undertake the risk and vulnerability assessment of your city. | 2 | Description | 1 | Risk assessment methodology | The City has completed our vulnerability assessments. The Hazard Mitigation Plan used data from the National Climate Assessment, 2014. The Climate in the Heartlands report utilized GCMs but applied two additional techniques to make the data more usable for local governments. First, the project used not just one but nine GCMs, averaging results together. This means that the data are an average of different models and different scenarios, allowing climate scientists to identify signals that are strongest across a range of circumstances. The process used here is based on work done by Hayhoe (2014), which utilizes methods that are transparent and publicly accessible. Second, the present project uses a technique known as down-scaling, which allows climate projections to be obtained from GCMs at a finer-grained, local scale (Stoner et al. 2013). | 01/20/2022 02:27:05 | ||
| 134216 | Cities 2021 | 2021 | 859113 | Iiyama City | Japan | East Asia | 1. Governance and Data Management | Governance | 1.4 | Please list the stakeholder engagement activities for each relevant stakeholder group. | 5 | Please attach stakeholder engagement and communication plan | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 134217 | Cities 2021 | 2021 | 49334 | City of Richmond, VA | 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. | 5 | Means of implementation | 9 | Education | 01/20/2022 02:27:05 | |||
| 134218 | Cities 2021 | 2021 | 18078 | Swale Borough 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 | 1 | Commercial | 01/20/2022 02:27:05 | |||
| 134219 | Cities 2021 | 2021 | 43909 | City of Orlando, FL | United States of America | North America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.2 | Please identify and describe the factors that most greatly affect your city’s ability to adapt to climate change and indicate how those factors either support or challenge this ability. | 4 | Please describe how the factor supports or challenges the adaptive capacity of your city | 9 | The City of Orlando has been designated as a StormReady® community by the NWS. In order to achieve this certification, the City has undertaken a number of steps including:•Establishing a 24-hour warning point and emergency operations center•Demonstrating the presence of multiple modalities to receive severe weather warnings and forecasts and to alert the public•Creating a system that monitors local weather conditions•Promoting the importance of public readiness through community seminars•Developing a formal hazardous weather plan, which includes training severe weather spotters and holding emergency exercises | 01/20/2022 02:27:05 | |||
| 134220 | Cities 2021 | 2021 | 32550 | City of Denver, CO | United States of America | North 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'. | 3 | Stage of project development | 3 | 01/20/2022 02:27:05 | ||||
| 134221 | Cities 2021 | 2021 | 31181 | City of Philadelphia, PA | 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 | 4 | Emergency services | 01/20/2022 02:27:05 | |||
| 134222 | Cities 2021 | 2021 | 31155 | City of Buenos Aires | Argentina | Latin America | 1. Governance and Data Management | Governance | 1.4 | Please list the stakeholder engagement activities for each relevant stakeholder group. | 5 | Please attach stakeholder engagement and communication plan | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 134223 | Cities 2021 | 2021 | 59537 | City of Denton, TX | 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. | 2 | Action | 3 | Water use audits | 01/20/2022 02:27:05 | |||
| 134224 | Cities 2021 | 2021 | 13113 | Newcastle City Council | United Kingdom of Great Britain and Northern Ireland | 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 | 3 | Enhanced climate change adaptation | 01/20/2022 02:27:05 | |||
| 134225 | Cities 2021 | 2021 | 43926 | Stadt Mannheim | Germany | Europe | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.3a | Please report on how climate change impacts health outcomes and health services in your city. | 6 | Please identify which vulnerable populations are affected by these climate-related impacts | 1 | Children and youth | 01/20/2022 02:27:05 | |||
| 134226 | Cities 2021 | 2021 | 1850 | Birmingham 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. | 7 | Please identify which vulnerable populations are affected | 1 | Persons living in sub-standard housing | 01/20/2022 02:27:05 | |||
| 134227 | Cities 2021 | 2021 | 54066 | City of Fort Collins, CO | 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. | 2 | Did this hazard significantly impact your city before 2021? | 4 | Yes | 01/20/2022 02:27:05 | |||
| 134228 | Cities 2021 | 2021 | 859156 | Nanbu Town | 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. | 8 | Areas/sectors covered by the risk and vulnerability assessment | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 134229 | 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. | 4 | Boundary of assessment relative to city boundary (reported in 0.1) | 1 | Larger – covers the whole city and adjoining areas | 01/20/2022 02:27:05 | |||
| 134230 | Cities 2021 | 2021 | 859067 | Hirosaki 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. | 3 | Year of publication or approval from local government | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 134231 | Cities 2021 | 2021 | 43912 | City of Edmonton, AB | 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. | 5 | Social impact of hazard overall | 4 | Increased demand for healthcare services | 01/20/2022 02:27:05 | |||
| 134232 | Cities 2021 | 2021 | 56276 | New Taipei City Government | Taiwan, Greater China | East Asia | 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 | 6 | Other, please specify: New Taipei City joined the ”Cities Race to Zero” in 2021. | 01/20/2022 02:27:05 | |||
| 134233 | Cities 2021 | 2021 | 31170 | Metropolitan Municipality of Lima | Peru | Latin America | 6. Opportunities | Finance and Economic Opportunities | 6.8 | Has your city established a fund to invest in climate projects? | 1 | Funds to invest in climate projects | 1 | Funds | Question not applicable | 01/20/2022 02:27:05 | ||
| 134234 | Cities 2021 | 2021 | 60656 | City of Piedmont, CA | United States of America | North America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 12 | Please describe the impacts experienced so far, and how you expect the hazard to impact in the future | 1 | California has been experiencing severe drought over the past few years. This has impacted residential water use and landscape irrigation, as well as potentially increased the risk of forest fire and drought. | 01/20/2022 02:27:05 | |||
| 134235 | Cities 2021 | 2021 | 60361 | Prefeitura de Tangará da Serra | 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. | 3 | Current probability of hazard | 1 | High | Sem informações técnicas para resposta dessa pergunta. | 01/20/2022 02:27:05 | ||
| 134236 | Cities 2021 | 2021 | 845307 | Zarcero | Costa Rica | 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. | 8 | Areas/sectors covered by the risk and vulnerability assessment | 1 | Tourism | 01/20/2022 02:27:05 | |||
| 134237 | Cities 2021 | 2021 | 862468 | Borlänge kommun | Sweden | Europe | 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 | 3 | The city plays a major role in the waste management sector and through good practice, regulation, control and financial instruments the city influences the larger waste management sector and consequently other sectors upstream. | 01/20/2022 02:27:05 | |||
| 134238 | Cities 2021 | 2021 | 59588 | Town of Chapel Hill, NC | 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. | 7 | Sectors/areas adaptation action applies to | 1 | ICT (Information and Communication Technology) | 01/20/2022 02:27:05 | |||
| 134239 | Cities 2021 | 2021 | 54617 | Alcaldia de Pereira | Colombia | Latin America | Submit your response | Response Language | What language are you submitting your response in? | 0 | 0 | Spanish | 01/20/2022 02:27:05 | |||||
| 134240 | Cities 2021 | 2021 | 863190 | Renca | Chile | 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. | 5 | Means of implementation | 8 | Awareness raising program or campaign | 01/20/2022 02:27:05 | |||
| 134241 | Cities 2021 | 2021 | 859097 | Yamato City | Japan | East Asia | 2. Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0d | If the city’s climate change risk assessment has been conducted more than 4 years ago, what update/revision process does your city have in place? | 1 | Update/revision process in place | 1 | Update/revision process | Question not applicable | 01/20/2022 02:27:05 | ||
| 134242 | Cities 2021 | 2021 | 50578 | City of Windsor, ON | 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. | 5 | Means of implementation | 76 | Education | 01/20/2022 02:27:05 | |||
| 134243 | Cities 2021 | 2021 | 54342 | Jbail-Byblos Municipality | Lebanon | Middle East | 3. Adaptation | Adaptation Goals | 3.3 | Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal. | 1 | Adaptation goal | 0 | 01/20/2022 02:27:05 | ||||
| 134244 | 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 | 18 | https://www.interregeurope.eu/perfect/ | 01/20/2022 02:27:05 | |||
| 134245 | 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. | 2 | Action | 8 | Hazard resistant infrastructure design and construction | 01/20/2022 02:27:05 | |||
| 134246 | Cities 2021 | 2021 | 859137 | The City of Suzuka | Japan | East Asia | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1c | Have you compiled information related to climate risk, vulnerabilities, and adaptive capacities into a baseline synthesis report? | 2 | Provide details on, and attach your baseline synthesis report | 1 | Baseline synthesis report | Question not applicable | 01/20/2022 02:27:05 | ||
| 134247 | Cities 2021 | 2021 | 31187 | Seoul Metropolitan Government | Republic of Korea | East Asia | 3. Adaptation | Adaptation Goals | 3.3 | Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal. | 3 | Target year of goal | 1 | 2021 | 01/20/2022 02:27:05 | |||
| 134248 | Cities 2021 | 2021 | 54646 | Prefeitura de Duque de Caxias | 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. | 12 | Please describe the impacts experienced so far, and how you expect the hazard to impact in the future | 6 | - reduced mobility of people, goods and services; | 01/20/2022 02:27:05 | |||
| 134249 | Cities 2021 | 2021 | 841153 | Municipalidad de Bellavista | Peru | 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 | 1 | Extreme hot temperature > Heat wave | 01/20/2022 02:27:05 | |||
| 134250 | Cities 2021 | 2021 | 859091 | Matsubushi Town | 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. | 5 | Means of implementation | 0 | 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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