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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 116101 | Cities 2021 | 2021 | 63616 | Abasan Al-Kabira Municipality | State of Palestine | Middle East | 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 | 5 | Energy | 01/20/2022 02:27:05 | |||
| 116102 | Cities 2021 | 2021 | 50400 | City of Newark, NJ | United States of America | North America | 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 | Ras J. Baraka | 01/20/2022 02:27:05 | ||
| 116103 | Cities 2021 | 2021 | 60274 | Prefeitura de Cruzeiro do Sul | Brazil | 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? | 0 | 01/20/2022 02:27:05 | ||||
| 116104 | Cities 2021 | 2021 | 54104 | City of Boulder, CO | United States of America | North America | 3. Adaptation | Adaptation Goals | 3.3 | Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal. | 2 | Climate hazards that adaptation goal addresses | 2 | Extreme Precipitation > Heavy snow | 01/20/2022 02:27:05 | |||
| 116105 | Cities 2021 | 2021 | 58871 | City of Salem, MA | 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. | 9 | Future change in intensity | 2 | Increasing | 01/20/2022 02:27:05 | |||
| 116106 | Cities 2021 | 2021 | 60423 | Municipalidad de la Ciudad de Neuquén | Argentina | 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) | 12 | 01/20/2022 02:27:05 | ||||
| 116107 | Cities 2021 | 2021 | 31176 | Prefeitura do Rio de Janeiro | Brazil | 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. | 2 | Health-related risk and vulnerability assessment undertaken | 15 | Yes | 01/20/2022 02:27:05 | |||
| 116108 | Cities 2021 | 2021 | 54092 | City of Ann Arbor, MI | United States of America | 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. | 13 | Description of the stakeholder engagement processes | 1 | Two public meetings were held during the planning process, and a public survey was conduced, which permitted open comment, and copies of the draft plan deliverables were made available and advertised for public review and comment on the city's website and in hard copy at the city hall.Two onsite public meetings and a draft plan review as available during the development process. The final plan was reviewed and approved by City Council during a public meeting. The TAC worked to provide an opportunity for a wide range of stakeholders, including opportunity for neighboring communities, agencies involved in hazard mitigation activities, agencies that have the authority to regulate development,private entities, and others to be involved in the planning process.In order to involve a wide range of stakeholders, the city made a significant effort to broadly distribute the public survey, advertise public meetings, and solicit comments on the draft plan. These opportunities to be involved and offer input were provided for local officials, residents, businesses, academia, and other private interests in the city and surrounding areas throughout the local mitigation planning process.Furthermore, the following activities demonstrate broad stakeholder involvement: The TAC included representation from the Huron River Watershed Council and the University of Michigan. Risk assessment data was leveraged from these sources, the state, and FEMA. Members of the planning team (including the Planning Manager and Floodplain Administrator) have the authority to regulate development through planning or code enforcement. The final draft plan was publicized on websites for stakeholder comment and review. | 01/20/2022 02:27:05 | |||
| 116109 | Cities 2021 | 2021 | 55165 | City of Ikoma | Japan | 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. | 2 | Web link | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 116110 | Cities 2021 | 2021 | 54341 | Toyama City | Japan | 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. | 2 | Indicate if this factor either supports or challenges the ability to adapt | 1 | Challenges | 01/20/2022 02:27:05 | |||
| 116111 | Cities 2021 | 2021 | 59180 | Middelfart Kommune | Denmark | Europe | 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). | 1 | How city is evaluating inclusion and equity | 1 | Response | Question not applicable | 01/20/2022 02:27:05 | ||
| 116112 | Cities 2021 | 2021 | 832002 | Municipalidad de Quepos | 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. | 7 | Sectors/areas adaptation action applies to | 8 | Fishery | 01/20/2022 02:27:05 | |||
| 116113 | Cities 2021 | 2021 | 49333 | City of Louisville, KY | 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. | 14 | Web link | 5 | http://www.projectwarm.org | 01/20/2022 02:27:05 | |||
| 116114 | Cities 2021 | 2021 | 832078 | Município de Mafra | Portugal | Europe | 1. Governance and Data Management | Data Management | 1.8 | Please describe your city’s climate data management plan including data collection, storing, quality assurance/checking (QA/QC) and updating of the plan, and attach reference document. | 0 | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 116115 | Cities 2021 | 2021 | 73671 | Godoy Cruz | Argentina | 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) | 20 | 01/20/2022 02:27:05 | ||||
| 116116 | Cities 2021 | 2021 | 54647 | Prefeitura de Jundiaí | Brazil | Latin America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1a | Have you identified the most vulnerable geographic areas in your city? | 1 | Response | 1 | Vulnerable geographic areas | Question not applicable | 01/20/2022 02:27:05 | ||
| 116117 | Cities 2021 | 2021 | 36045 | Santiago de Guayaquil | Ecuador | 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 | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 116118 | Cities 2021 | 2021 | 54305 | Rajkot Municipal Corporation | India | South and West 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. | 3 | Identify the climate hazards most significantly impacting the selected areas | 1 | Extreme hot temperature > Heat wave | 01/20/2022 02:27:05 | |||
| 116119 | Cities 2021 | 2021 | 54345 | City Government of Davao | 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 | 9 | Elderly | 01/20/2022 02:27:05 | |||
| 116120 | Cities 2021 | 2021 | 863190 | Renca | 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. | 9 | Future change in intensity | 2 | Increasing | 01/20/2022 02:27:05 | |||
| 116121 | Cities 2021 | 2021 | 60320 | Prefeitura de Presidente Prudente | Brazil | 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. | 3 | Sectors/areas covered by plan that addresses climate change adaptation | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 116122 | Cities 2021 | 2021 | 55166 | City of Tsukuba | 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. | 3 | Current probability of hazard | 0 | 01/20/2022 02:27:05 | ||||
| 116123 | Cities 2021 | 2021 | 35274 | City of Portland, ME | United States of America | North America | 2. Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0b | Please attach and provide details on your climate change risk and vulnerability assessment. Please provide details on the boundary of your assessment, and where this differs from your city’s boundary, please provide an explanation. | 8 | Areas/sectors covered by the risk and vulnerability assessment | 1 | Public health | 01/20/2022 02:27:05 | |||
| 116124 | Cities 2021 | 2021 | 73734 | Envigado | 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. | 3 | Current probability of hazard | 2 | Medium High | 01/20/2022 02:27:05 | |||
| 116125 | Cities 2021 | 2021 | 54341 | Toyama City | Japan | East Asia | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 11 | Total cost of the project (currency) | 7 | 7279298000 | 01/20/2022 02:27:05 | |||
| 116126 | Cities 2021 | 2021 | 845301 | Montes de Oca | 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. | 4 | Boundary of assessment relative to city boundary (reported in 0.1) | 2 | Same – covers entire city and nothing else | 01/20/2022 02:27:05 | |||
| 116127 | Cities 2021 | 2021 | 839670 | Municipio de Santa Catarina Pinula | Guatemala | 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. | 3 | Current term end year | 1 | Please complete | 2024 | El Alcalde Municipal es Sebastian Siero Asturias, su fecha de nacimiento es el 8 de diciembre de 1990 y su profesión es Ingeniero Civil. Previo a ganar las elecciones para el periodo 2020-2024, fue Concejal V del Concejo Municipal en el periodo 2016-2020. | 01/20/2022 02:27:05 | |
| 116128 | Cities 2021 | 2021 | 859191 | Nakatane Town | Japan | East Asia | 6. Opportunities | Finance and Economic Opportunities | 6.11 | Does your city have its own credit rating? | 3 | Rating | 2 | Domestic | Question not applicable | 01/20/2022 02:27:05 | ||
| 116129 | Cities 2021 | 2021 | 31117 | City of Toronto, 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. | 7 | Sectors/areas adaptation action applies to | 1 | Transport (Mobility) | 01/20/2022 02:27:05 | |||
| 116130 | Cities 2021 | 2021 | 834277 | Municipality of Patagones | Argentina | 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'. | 8 | Total cost of project | 0 | 01/20/2022 02:27:05 | ||||
| 116131 | Cities 2021 | 2021 | 59165 | Gladsaxe Kommune | Denmark | 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 | Policy and regulation | 01/20/2022 02:27:05 | |||
| 116132 | Cities 2021 | 2021 | 54611 | Alcaldia de Manizales | Colombia | Latin America | 3. Adaptation | Adaptation Goals | 3.3 | Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal. | 4 | Description of metric / indicator used to track goal | 13 | Número de obras de mitigación ejecutas y/o mantenidas | 01/20/2022 02:27:05 | |||
| 116133 | Cities 2021 | 2021 | 841964 | City of Hallandale Beach, FL | United States of America | North 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. | 1 | Area affected by climate change | 1 | Question not applicable | 01/20/2022 02:27:05 | |||
| 116134 | Cities 2021 | 2021 | 10495 | City of Las Vegas, NV | United States of America | North America | 2. Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0c | Please explain why your city does not have a climate risk and vulnerability assessment. | 1 | Reason | 1 | Please explain | Question not applicable | 01/20/2022 02:27:05 | ||
| 116135 | Cities 2021 | 2021 | 827048 | Zhenjiang Municipal People's Government | 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. | 7 | Please identify which vulnerable populations are affected | 5 | Elderly | 01/20/2022 02:27:05 | |||
| 116136 | Cities 2021 | 2021 | 50571 | City of Victoria, BC | 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. | 1 | Climate hazards | 3 | Flood and sea level rise > Coastal flood | 01/20/2022 02:27:05 | |||
| 116137 | Cities 2021 | 2021 | 60392 | Municipalidad de San Isidro (Lima) | 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. | 6 | Most relevant assets / services affected overall | 3 | Energy | 01/20/2022 02:27:05 | |||
| 116138 | Cities 2021 | 2021 | 35897 | Municipality of Campinas | Brazil | 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 | O cruzamento do mapeamento das áreas de riscos de inundação e movimento de massa com as ocupações urbanas, regulares e irregulares, delimitam as áreas geográficas vulneráveis. | 01/20/2022 02:27:05 | ||
| 116139 | Cities 2021 | 2021 | 51075 | City of Shenzhen | China | East Asia | 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 | 2 | Investments held by the city retirement funds, e.g. by making a commitment to divest from fossil fuels and/or increase sustainable investments? | Question not applicable | 01/20/2022 02:27:05 | ||
| 116140 | Cities 2021 | 2021 | 58671 | Helsingør Kommune | Denmark | 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 | 6 | It is important to inspire local people and companies to engage in climate actions. There is a continuing need to engage, expand the knowledge, and implementation of climate renovation, presorting of waste, and biodiversity measures among businesses and civil society. | 01/20/2022 02:27:05 | |||
| 116141 | Cities 2021 | 2021 | 61427 | Municipality of Nacala | Mozambique | Africa | 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 | 10 | Environment, biodiversity, forestry | 01/20/2022 02:27:05 | |||
| 116142 | Cities 2021 | 2021 | 49333 | City of Louisville, KY | 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 | 6 | Supports | 01/20/2022 02:27:05 | |||
| 116143 | Cities 2021 | 2021 | 840425 | Skövde kommun | Sweden | Europe | 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. | 2 | Description | 3 | We have succeeded in creating the conditions for a good life if we the year 2025 use almost exclusively renewable energy | 01/20/2022 02:27:05 | |||
| 116144 | Cities 2021 | 2021 | 54459 | Reykjavíkurborg | Iceland | 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. | 2 | Type of collaboration | 1 | Knowledge or data sharing | 01/20/2022 02:27:05 | |||
| 116145 | Cities 2021 | 2021 | 54430 | Ville du Havre | France | 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 | 1 | Pre-implementation | 01/20/2022 02:27:05 | |||
| 116146 | Cities 2021 | 2021 | 32550 | City of Denver, CO | United States of America | North America | 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 | 01/20/2022 02:27:05 | ||||
| 116147 | Cities 2021 | 2021 | 74488 | City of Beverly, MA | United States of America | North America | 3. Adaptation | Adaptation Goals | 3.3 | Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal. | 4 | Description of metric / indicator used to track goal | 3 | 01/20/2022 02:27:05 | ||||
| 116148 | Cities 2021 | 2021 | 46473 | Ayuntamiento de Zaragoza | Spain | 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. | 1 | Climate Hazards | 2 | Storm and wind > Severe wind | 01/20/2022 02:27:05 | |||
| 116149 | Cities 2021 | 2021 | 10894 | City of Los Angeles, 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. | 9 | Future change in intensity | 2 | Increasing | We answered these questions based on our Hazard Mitigation Plan as well as research and different assessments conducted by universities and nonprofits. | 01/20/2022 02:27:05 | ||
| 116150 | Cities 2021 | 2021 | 10806 | London Borough of Enfield | United Kingdom of Great Britain and Northern Ireland | Europe | 0. Introduction | City Details | 0.3 | Please provide information about your city’s Mayor or equivalent legal representative authority in the table below. | 3 | Current term end year | 1 | Please complete | 2022 | 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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