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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 290451 | Cities 2021 | 2021 | 35872 | Municipality of Recife | Brazil | Latin America | 3. Adaptation | Adaptation Planning Process | 3.6 | Please explain how your city is evaluating inclusion and equity in the design, implementation or monitoring of the city's climate actions (equity assessments). | 2 | Further information | 1 | Response | Question not applicable | 01/20/2022 02:27:05 | ||
| 290452 | Cities 2021 | 2021 | 73692 | Mount Barker District Council | Australia | Southeast Asia and Oceania | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 13 | Total cost provided by the majority funding source (currency) | 4 | 01/20/2022 02:27:05 | ||||
| 290453 | Cities 2021 | 2021 | 74539 | City of Oberlin, OH | 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. | 2 | Indicate if this factor either supports or challenges the ability to adapt | 1 | Challenges | 01/20/2022 02:27:05 | |||
| 290454 | Cities 2021 | 2021 | 35449 | Stadt Zürich | Switzerland | 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. | 5 | Social impact of hazard overall | 3 | Increased demand for healthcare services | 01/20/2022 02:27:05 | |||
| 290455 | Cities 2021 | 2021 | 859118 | Hara Village | 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. | 4 | Status of action | 0 | 01/20/2022 02:27:05 | ||||
| 290456 | Cities 2021 | 2021 | 62407 | Blacktown City Council | Australia | 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 | Elderly | The attached report is currently being updated and should be completed by the next CDP report. | 01/20/2022 02:27:05 | ||
| 290457 | Cities 2021 | 2021 | 859107 | Tsubata Town | Japan | 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. | 7 | Comment | 0 | 01/20/2022 02:27:05 | ||||
| 290458 | Cities 2021 | 2021 | 56276 | New Taipei City Government | Taiwan, Greater China | 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. | 5 | Social impact of hazard overall | 1 | Increased risk to already vulnerable populations | 01/20/2022 02:27:05 | |||
| 290459 | Cities 2021 | 2021 | 842012 | City of Burlington, 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. | 8 | Action description and implementation progress | 4 | On Aug. 4, 2014, Burlington received 191 mm of rain in eight hours (about two months’ worth). Roads, highways and more than 3,000 homes reported flooding resulting in insured damages of $90M. Options to deal with future storms were presented in 2015. Council approved $20M to the existing 10-year stormwater capital budget and forecast for major flood improvements such as upsizing major creek culvers and creek channel improvements to increase capacity and reduce flooding. A follow-up City of Burlington report: Urban-Area Flood Vulnerability, Prioritization and Mitigation Study was presented on June 17, 2017.Staff have implemented a number of creek restoration projects to widen channels and reinforce banks to prevent future flooding and erosion. This is particularly important in older areas of the city where there are no stormwater management ponds to manage significant amounts of rainfall. In 2020, Wood Environment and Infrastructure Solutions also prepared 'Flood Hazard and Scoped Stormwater Management Assessments .A comprehensive creek inspection and inventory, which includes a visual inspection of 92 km of urban creeks, is done on a 5-year cycle. The most recent was completed in 2020 and the next one will be done in 2025. Purpose: to identify areas that need erosion protection. Staff also regularly inspect and maintain city owned watercourses, removing creek debris and identifying areas with erosion problems. Emergency maintenance operations are done on an as-needed basis. The City recently approved an updated Stormwater Management Design Guidelines, aligning the stormwater management system with current best management practices, current regulatory requirements and incorporate the latest technological advances. | 01/20/2022 02:27:05 | |||
| 290460 | Cities 2021 | 2021 | 859139 | Minamiise Town | Japan | East Asia | 6. Opportunities | Collaboration | 6.3 | Describe how your local/regional government collaborates and coordinates horizontally on climate action. | 2 | Description | 1 | Horizontal collaboration and coordination | Question not applicable | 01/20/2022 02:27:05 | ||
| 290461 | Cities 2021 | 2021 | 57509 | Prefeitura de Niterói | 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 | 8 | Poucas áreas com altas concentrações de CO2, tais como túneis e alto nível de tráfego, e que podem impactar em saúde respiratória da população. | 01/20/2022 02:27:05 | |||
| 290462 | Cities 2021 | 2021 | 35897 | Municipality of Campinas | 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. | 5 | Social impact of hazard overall | 3 | Increased incidence and prevalence of disease and illness | 01/20/2022 02:27:05 | |||
| 290463 | Cities 2021 | 2021 | 55325 | Município de Águeda | Portugal | 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. | 7 | Does the assessment identify vulnerable populations? | 1 | Yes | 01/20/2022 02:27:05 | |||
| 290464 | Cities 2021 | 2021 | 859055 | Masaki Town | Japan | East Asia | 0. Introduction | City Details | 0.3 | Please provide information about your city’s Mayor or equivalent legal representative authority in the table below. | 2 | Leader name | 1 | Please complete | 01/20/2022 02:27:05 | |||
| 290465 | Cities 2021 | 2021 | 36470 | Comune della Spezia | 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. | 7 | Sectors/areas adaptation action applies to | 1 | 01/20/2022 02:27:05 | ||||
| 290466 | Cities 2021 | 2021 | 54347 | Pasig City | Philippines | 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. | 5 | Explanation of boundary choice where the assessment boundary differs from the city boundary | 1 | 01/20/2022 02:27:05 | ||||
| 290467 | Cities 2021 | 2021 | 859192 | Tokunoshima Town | Japan | East Asia | 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 | |||
| 290468 | Cities 2021 | 2021 | 16581 | City of Seattle, WA | 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. | 3 | Projected population | 1 | Please complete | 800000 | 01/20/2022 02:27:05 | ||
| 290469 | Cities 2021 | 2021 | 59537 | City of Denton, TX | 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. | 2 | Indicate if this factor either supports or challenges the ability to adapt | 1 | Challenges | 01/20/2022 02:27:05 | |||
| 290470 | Cities 2021 | 2021 | 31113 | City of Yokohama | 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. | 3 | Action title | 2 | Effective spread enlightenment, alerting for citizen | 01/20/2022 02:27:05 | |||
| 290471 | Cities 2021 | 2021 | 31175 | Ville de Paris | France | 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. | 5 | Year of adoption of adaptation plan by local government | 1 | 2015 | 01/20/2022 02:27:05 | |||
| 290472 | Cities 2021 | 2021 | 848249 | Corrales | Colombia | 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. | 4 | Current magnitude of hazard | 1 | Medium High | 01/20/2022 02:27:05 | |||
| 290473 | Cities 2021 | 2021 | 31111 | Tokyo Metropolitan Government | 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 | 1 | Food and agriculture | 01/20/2022 02:27:05 | |||
| 290474 | Cities 2021 | 2021 | 54663 | Prefeitura do Jaboatão dos Guararapes | Brazil | Latin America | 6. Opportunities | Climate Action Planning | 6.13 | How many people within your city are employed in green jobs/industries? | 2 | If you measure green jobs in your city, please also indicate if you analyze demographic variables | 1 | Green jobs/industries | Question not applicable | 01/20/2022 02:27:05 | ||
| 290475 | Cities 2021 | 2021 | 834377 | Takarazuka City | Japan | East Asia | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.3a | Please report on how climate change impacts health outcomes and health services in your city. | 4 | Identify the climate-related health issues faced by your city | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 290476 | Cities 2021 | 2021 | 55180 | City of Shizuoka | Japan | East Asia | 6. Opportunities | Opportunities | 6.1 | Has your city measured the wider social and economic impacts of delivering climate actions/projects/policies? If so, please provide more details on which benefits are being measured and/or a link to more information. | 1 | Which of the impacts has your cities measured | 1 | Response | Question not applicable | 01/20/2022 02:27:05 | ||
| 290477 | Cities 2021 | 2021 | 57509 | Prefeitura de Niterói | 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. | 4 | Status of action | 5 | Monitoring and reporting | 01/20/2022 02:27:05 | |||
| 290478 | Cities 2021 | 2021 | 848249 | Corrales | Colombia | 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. | 5 | Social impact of hazard overall | 4 | Increased resource demand | 01/20/2022 02:27:05 | |||
| 290479 | Cities 2021 | 2021 | 44210 | Yeosu City | Republic of Korea | East Asia | 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 | 7 | Yeosu City is providing support for the economic poverty of citizens.The social welfare system has been established and operated by providing minimal economic support to low-income citizens and expanding support for self-reliance efforts.A support department for the poor was established in Yeosu, and systematic support is being provided. | 01/20/2022 02:27:05 | |||
| 290480 | Cities 2021 | 2021 | 832838 | Town of Wellfleet, MA | United States of America | North America | 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 | ||
| 290481 | Cities 2021 | 2021 | 73746 | Probolinggo | Indonesia | Southeast Asia and Oceania | 0. Introduction | City Details | 0.3 | Please provide information about your city’s Mayor or equivalent legal representative authority in the table below. | 2 | Leader name | 1 | Please complete | Hadi Zainal Abidin | 01/20/2022 02:27:05 | ||
| 290482 | Cities 2021 | 2021 | 31153 | Bundeshauptstadt Berlin | Germany | 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 | 3 | Persons with disabilities | 01/20/2022 02:27:05 | |||
| 290483 | Cities 2021 | 2021 | 831152 | Municipio de San Pedro de Urabá | Colombia | Latin America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 6 | Most relevant assets / services affected overall | 1 | Water supply & sanitation | 01/20/2022 02:27:05 | |||
| 290484 | Cities 2021 | 2021 | 35857 | City of Cincinnati, OH | United States of America | North America | 1. Governance and Data Management | Governance | 1.4 | Please list the stakeholder engagement activities for each relevant stakeholder group. | 2 | Role in the GCC program | 0 | 01/20/2022 02:27:05 | ||||
| 290485 | Cities 2021 | 2021 | 50713 | Chuncheon City | Republic of Korea | East Asia | 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 | ||
| 290486 | Cities 2021 | 2021 | 54519 | Lunds 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. | 14 | Web link | 7 | 01/20/2022 02:27:05 | ||||
| 290487 | Cities 2021 | 2021 | 60410 | Municipalidad de Peñalolén | 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 | 13 | Sustainable public procurement | 01/20/2022 02:27:05 | |||
| 290488 | Cities 2021 | 2021 | 73676 | Umhlathuze | South Africa | Africa | 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 | Environment, Biodiversity and Forestry | 01/20/2022 02:27:05 | |||
| 290489 | Cities 2021 | 2021 | 60125 | Klaipėdos miesto savivaldybė | Lithuania | Europe | 6. Opportunities | Finance and Economic Opportunities | 6.9 | Has your city taken steps to decarbonize the investments held by the city retirement funds and/or municipal investments, e.g. by making a commitment to divest from fossil fuels and/or increase sustainable investments? | 1 | Response | 1 | Municipal investments, e.g. by divesting from fossil fuels | No | 01/20/2022 02:27:05 | ||
| 290490 | Cities 2021 | 2021 | 10495 | City of Las Vegas, NV | 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 | 1 | Implementation | 01/20/2022 02:27:05 | |||
| 290491 | 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. | 3 | Level of degree to which factor challenges/supports the adaptive capacity of your city | 15 | Moderately challenges | 01/20/2022 02:27:05 | |||
| 290492 | Cities 2021 | 2021 | 54096 | City of Saint John, NB | 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. | 3 | Sectors/areas covered by plan that addresses climate change adaptation | 1 | Spatial Planning | 01/20/2022 02:27:05 | |||
| 290493 | Cities 2021 | 2021 | 862814 | South-East Region of Ireland (Kilkenny, Carlow, Wexford, and Waterford Counties) | Ireland | 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. | 1 | Adaptation goal | 8 | Manage resources more sustainably, reduce emission levels through reuse, recycling and generating energy, moving towards a circular economy. | 01/20/2022 02:27:05 | |||
| 290494 | Cities 2021 | 2021 | 31169 | Government of Hong Kong Special Administrative Region | China, Hong Kong Special Administrative Region | 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 | 7 | Monitor activities | 01/20/2022 02:27:05 | |||
| 290495 | Cities 2021 | 2021 | 31185 | Miasto Stołeczne Warszawa | Poland | 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. | 3 | Action title | 2 | 01/20/2022 02:27:05 | ||||
| 290496 | Cities 2021 | 2021 | 54667 | Prefeitura Municipal de Contagem | Brazil | Latin America | 1. Governance and Data Management | Governance | 1.5 | Please describe to what extent the planning process is transparent and open. | 2 | The climate adaptation/mitigation plan makes the criteria and process for prioritizing climate actions explicit | 1 | Planning process | Question not applicable | 01/20/2022 02:27:05 | ||
| 290497 | Cities 2021 | 2021 | 859074 | Tagajo City | Japan | East Asia | 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 | 1 | Question not applicable | 01/20/2022 02:27:05 | |||
| 290498 | Cities 2021 | 2021 | 50378 | Municipalidad de San José | Costa Rica | 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 | 4 | Ecosystem preservation and biodiversity improvement | 01/20/2022 02:27:05 | |||
| 290499 | Cities 2021 | 2021 | 36494 | Comune di Padova | 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. | 4 | Status of action | 4 | Pre-feasibility study/impact assessment | 01/20/2022 02:27:05 | |||
| 290500 | Cities 2021 | 2021 | 54096 | City of Saint John, NB | 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. | 6 | Most relevant assets / services affected overall | 1 | Water supply & sanitation | 01/20/2022 02:27:05 |
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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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