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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 316501 | Cities 2021 | 2021 | 54611 | Alcaldia de Manizales | Colombia | 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. | 1 | Collaboration area | 4 | Business and Financial Services | 01/19/2022 02:30:06 | |||
| 316502 | Cities 2021 | 2021 | 842160 | Balikesir Metropolitan Municipality | Turkey | 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. | 6 | Boundary of plan relative to city boundary (reported in 0.1) | 0 | Question not applicable | 01/19/2022 02:30:06 | |||
| 316503 | Cities 2021 | 2021 | 59669 | City of North Vancouver, BC | Canada | North America | 6. Opportunities | Finance and Economic Opportunities | 6.11 | Does your city have its own credit rating? | 4 | If you do not have a credit rating, please provide more details on why and what steps you are taking to get one | 2 | Domestic | Question not applicable | 01/19/2022 02:30:06 | ||
| 316504 | Cities 2021 | 2021 | 69824 | Västerviks kommun | Sweden | Europe | 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 | 2 | 01/19/2022 02:30:06 | ||||
| 316505 | Cities 2021 | 2021 | 73752 | Bontang City | Indonesia | 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. | 9 | Finance status | 1 | Finance secured | 01/19/2022 02:30:06 | |||
| 316506 | Cities 2021 | 2021 | 848407 | Junta Intermunicipal de Medio Ambiente del Ayuquila Alto | Mexico | 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 | 01/19/2022 02:30:06 | ||||
| 316507 | Cities 2021 | 2021 | 848131 | Gámeza | Colombia | 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 | 01/19/2022 02:30:06 | ||
| 316508 | Cities 2021 | 2021 | 859122 | Shinano Town | 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. | 1 | Area affected by climate change | 0 | Question not applicable | 01/19/2022 02:30:06 | |||
| 316509 | Cities 2021 | 2021 | 826396 | Munícipio de Sintra | Portugal | Europe | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 9 | Finance status | 2 | Feasibility undertaken | 01/19/2022 02:30:06 | |||
| 316510 | Cities 2021 | 2021 | 839980 | Municipalidad de Avellaneda | 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? | 5 | Yes | 01/19/2022 02:30:06 | |||
| 316511 | Cities 2021 | 2021 | 54030 | City of Little Rock, AR | 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 | 0 | Question not applicable | 01/19/2022 02:30:06 | |||
| 316512 | Cities 2021 | 2021 | 54098 | City of Thunder Bay, 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. | 10 | Majority funding source | 2 | 01/19/2022 02:30:06 | ||||
| 316513 | Cities 2021 | 2021 | 859108 | Mihama Town | Japan | East Asia | 3. Adaptation | Adaptation Planning | 3.2b | Please explain why there is no published plan that addresses climate change adaptation and/or resilience and outline any future arrangements you have to create a plan. | 1 | Reason | 1 | Please explain | Question not applicable | 01/19/2022 02:30:06 | ||
| 316514 | Cities 2021 | 2021 | 16581 | City of Seattle, WA | 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. | 7 | If the city boundary is different from the plan boundary, please explain why | 2 | 01/19/2022 02:30:06 | ||||
| 316515 | Cities 2021 | 2021 | 832000 | Municipalidad de Desamparados | Costa Rica | 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. | 10 | Has your local government assessed the synergies, trade-offs, and co-benefits, if any, of the main mitigation and adaptation actions you identified? | 0 | 01/19/2022 02:30:06 | ||||
| 316516 | Cities 2021 | 2021 | 58671 | Helsingør Kommune | Denmark | 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 | 3 | Storm and wind > Severe wind | 01/19/2022 02:30:06 | |||
| 316517 | Cities 2021 | 2021 | 46470 | Ayuntamiento de Vitoria-Gasteiz | 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. | 3 | Current probability of hazard | 1 | Medium | 01/19/2022 02:30:06 | |||
| 316518 | Cities 2021 | 2021 | 43920 | Mestna občina Ljubljana | Slovenia | 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. | 4 | Identify the climate-related health issues faced by your city | 1 | Disruption of health-related services (e.g. roads, electricity, communications, emergency/ambulatory response, laboratories, pharmacies) | 01/19/2022 02:30:06 | |||
| 316519 | Cities 2021 | 2021 | 35913 | City of Nairobi | Kenya | Africa | 3. Adaptation | Adaptation Actions | 3.1 | Describe how your city identified and prioritized adaptation actions to implement. | 2 | Comment | 1 | Identifying and prioritizing adaptation actions | 01/19/2022 02:30:06 | |||
| 316520 | Cities 2021 | 2021 | 848128 | Ocú | Panama | 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 | 2 | Verification activities | 01/19/2022 02:30:06 | |||
| 316521 | Cities 2021 | 2021 | 58513 | City of Medford, MA | 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 | 6 | Flood mapping | 01/19/2022 02:30:06 | |||
| 316522 | Cities 2021 | 2021 | 59653 | City of Manhattan Beach, 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. | 11 | Total cost of the project (currency) | 1 | 425000 | 01/19/2022 02:30:06 | |||
| 316523 | 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. | 3 | Target year of goal | 6 | 2019 | 01/19/2022 02:30:06 | |||
| 316524 | Cities 2021 | 2021 | 73635 | Metepec | Mexico | 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 | 01/19/2022 02:30:06 | |||
| 316525 | Cities 2021 | 2021 | 35393 | City of St Louis, MO | 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. | 4 | Status of action | 4 | Implementation | 01/19/2022 02:30:06 | |||
| 316526 | Cities 2021 | 2021 | 840521 | City of Denizli | Turkey | 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? | 2 | Please provide more details about how your city is taking steps to decarbonize the investments | 1 | Municipal investments, e.g. by divesting from fossil fuels | Question not applicable | 01/19/2022 02:30:06 | ||
| 316527 | Cities 2021 | 2021 | 74631 | Lubumbashi | Democratic Republic of the Congo | Africa | 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? | 2 | Please provide more details about how your city is taking steps to decarbonize the investments | 1 | Municipal investments, e.g. by divesting from fossil fuels | Question not applicable | 01/19/2022 02:30:06 | ||
| 316528 | Cities 2021 | 2021 | 54060 | City of Greater Sudbury / Grand Sudbury, ON | Canada | 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'. | 9 | Total investment cost needed | 2 | 01/19/2022 02:30:06 | ||||
| 316529 | 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. | 4 | Status of action | 11 | Implementation | 01/19/2022 02:30:06 | |||
| 316530 | Cities 2021 | 2021 | 44299 | Dangjin City | 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. | 2 | Climate hazards that adaptation goal addresses | 3 | Water Scarcity > Drought | 01/19/2022 02:30:06 | |||
| 316531 | Cities 2021 | 2021 | 74414 | Boulder County, CO | 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. | 14 | Update/revision process in place for the Adaptation Plan | 1 | Question not applicable | 01/19/2022 02:30:06 | |||
| 316532 | Cities 2021 | 2021 | 827048 | Zhenjiang Municipal People's Government | China | 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 | 5 | Poverty reduction / eradication | 01/19/2022 02:30:06 | |||
| 316533 | Cities 2021 | 2021 | 36032 | Ville de Dakar | Senegal | Africa | 6. Opportunities | Collaboration | 6.4 | Describe how your local/regional government collaborates and coordinates vertically (higher levels of government) on climate action. | 0 | 0 | Du point de vue vertical, la Ville de Dakar collabore avec le ministère de l'environnement et du développement durable (point focal changement climatique et autorité nationale désignée - AND), à travers la Direction de l'Environnement et des établissements classés -DEEC) ainsi que d'autres structures nationales responsables des secteurs de l'énergie, du transport et des déchets. Ainsi, ces acteurs sont impliqué durant tout le processus de renforcement des capacités, de collecte des données, de partages des résultats et de validation des livrables clés constituant le plan d'action climat. Des réunions, des séances de travails, sont organisées pour recueillir leurs inputs et partager leur vision stratégique. Les institutions techniques de l'État, l'Agence Municipale de Développement (ADM), certaines organisations de la société civile, entre autres, sont membre du comité de pilotage et prennent part à la prise de décision. | 01/19/2022 02:30:06 | ||||
| 316534 | Cities 2021 | 2021 | 848122 | Alajuela | Costa Rica | 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 | 5 | Increased risk to already vulnerable populations | 01/19/2022 02:30:06 | |||
| 316535 | Cities 2021 | 2021 | 54538 | Bath and North East Somerset | 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 | Storms have affected transport and electricity infrastructure in the District, as well as bringing down trees onto highways. Increases in the intensity of winter storms in the future could exacerbate these impacts. | 01/19/2022 02:30:06 | |||
| 316536 | Cities 2021 | 2021 | 50362 | Municipalidad de Concepción | 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. | 4 | Current magnitude of hazard | 4 | High | 01/19/2022 02:30:06 | |||
| 316537 | Cities 2021 | 2021 | 50671 | Município de Fafe | Portugal | Europe | 0. Introduction | 0.2 | If you have not previously submitted your Letter of Commitment to the Global Covenant of Mayors, either through the relevant regional covenant or through the Global Covenant secretariat, please attach the letter signed by an appropriately mandated official (e.g. Mayor, City Council) to this question. | 0 | 0 | FormulárioAdesãoPactodeAutarcas.pdf | 01/19/2022 02:30:06 | |||||
| 316538 | Cities 2021 | 2021 | 60905 | Municipalidad de Maipú | 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. | 6 | Most relevant assets / services affected overall | 4 | Food & agriculture | 01/19/2022 02:30:06 | |||
| 316539 | Cities 2021 | 2021 | 37241 | City of Berkeley, 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. | 7 | Please identify which vulnerable populations are affected | 6 | Children & youth | 01/19/2022 02:30:06 | |||
| 316540 | Cities 2021 | 2021 | 54341 | Toyama City | Japan | East Asia | 1. Governance and Data Management | Governance | 1.4 | Please list the stakeholder engagement activities for each relevant stakeholder group. | 4 | Aim of the engagement activities | 0 | Question not applicable | 01/19/2022 02:30:06 | |||
| 316541 | Cities 2021 | 2021 | 859195 | Nanjo City | 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. | 12 | Primary author of plan | 0 | Question not applicable | 01/19/2022 02:30:06 | |||
| 316542 | Cities 2021 | 2021 | 54652 | Prefeitura de Osasco | 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. | 2 | Did this hazard significantly impact your city before 2021? | 2 | Yes | Consulte dados sobre Água - Recursos Hídricos | 01/19/2022 02:30:06 | ||
| 316543 | Cities 2021 | 2021 | 50378 | Municipalidad de San José | 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'. | 6 | Identified financing model description | 4 | Financiamiento propio | 01/19/2022 02:30:06 | |||
| 316544 | Cities 2021 | 2021 | 834374 | Tagum City | Philippines | Southeast Asia and Oceania | 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 | 15 | Increased community awareness of the 70% total population on Climate Change, its risks and impacts | 01/19/2022 02:30:06 | |||
| 316545 | Cities 2021 | 2021 | 37261 | City of Pietermaritzburg | South Africa | Africa | 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 | 5 | Scoping | 01/19/2022 02:30:06 | |||
| 316546 | Cities 2021 | 2021 | 863436 | Stadt Thun | 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. | 8 | Future change in frequency | 1 | Increasing | 01/19/2022 02:30:06 | |||
| 316547 | Cities 2021 | 2021 | 54345 | City Government of Davao | Philippines | Southeast Asia and Oceania | 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 | 3 | Strengthened protection policies, programs, and initiatives for carbon emission reduction Protected forest and aquatic ecosystems | 01/19/2022 02:30:06 | |||
| 316548 | Cities 2021 | 2021 | 35865 | Municipality of Fortaleza | 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. | 2 | Web link | 1 | https://urbanismoemeioambiente.fortaleza.ce.gov.br/urbanismo-e-meio-ambiente/573-estudo-de-vulnerabilidade-as-mudancas-climaticas-e-o-plano-de-adaptacao-de-fortaleza | 01/19/2022 02:30:06 | |||
| 316549 | Cities 2021 | 2021 | 35912 | Surat Municipal Corporation | India | South and West 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. | 2 | Action | 12 | Water butts/rainwater capture | 01/19/2022 02:30:06 | |||
| 316550 | Cities 2021 | 2021 | 55334 | Município de Braga | Portugal | 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. | 1 | Publication title and attach the document | 2 | Estratégia Intermunicipal de Adaptação às Alterações Climáticas no território da NUTS III Cávado | EIAAC_NUTIIICavado_Vol.I.pdf, EIAAC_NUTIIICavado_Vol.II.pdf, EIAAC_NUTIIICavado_Vol.III.pdf | 01/19/2022 02:30:06 |
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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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