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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 136551 | Cities 2021 | 2021 | 54700 | Prefeitura Municipal de Sumaré | 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 | 3 | Entre 2014 e 2016, o Estado de São Paulo passou por uma crise hídrica, quando o volume de chuvas não foi o suficiente para cobrir a demanda e o nível dos reservatórios caiu. Por conta dessa crise, no município de Sumaré foram criadas leis para reduzir o consumo de água, como aquela que obriga serviços de lava-rápido a tratarem e reutilizarem a água de lavagem. Há, entretanto, muita pressão na área de proteção de manancial, uma vez que há desejo de expansão da área urbana. Além disso, nos últimos anos foram construídos diversos condomínios residenciais. Considerando que o município não é autônomo na produção de água para seus moradores, a pressão e demanda pela água vão aumentar. Dessa forma, na eventualidade de uma nova crise hídrica, estaremos muito suscetíveis aos problemas advindos. | Não há estudo para o município. Entende-se que o aumento de temperatura afetará negativamente tanto em relação ao conforto térmico (a temperatura já atinge 40º no verão) quanto na produtividade nas áreas rurais do município. Visto a ocorrência de furacões e ciclones em municípios próximos, há de se imaginar que tais eventos também poderão ocorrer em nosso município futuramente com as mudanças climáticas | 01/20/2022 02:27:05 | ||
| 136552 | Cities 2021 | 2021 | 5871 | Essex County 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 | 4 | Persons living in sub-standard housing | 01/20/2022 02:27:05 | |||
| 136553 | Cities 2021 | 2021 | 827048 | Zhenjiang Municipal People's Government | 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 | 1 | Mayors National Climate Action Agenda | 01/20/2022 02:27:05 | |||
| 136554 | Cities 2021 | 2021 | 44184 | Ulsan Metropolitan City | Republic of Korea | East Asia | 6. Opportunities | Collaboration | 6.3 | Describe how your local/regional government collaborates and coordinates horizontally on climate action. | 1 | Entity with which your local/regional government collaborates and coordinates horizontally on climate action | 1 | Horizontal collaboration and coordination | Question not applicable | 01/20/2022 02:27:05 | ||
| 136555 | Cities 2021 | 2021 | 58543 | Byron Shire Council | Australia | Southeast Asia and Oceania | 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 | 2 | Project feasibility | 01/20/2022 02:27:05 | |||
| 136556 | Cities 2021 | 2021 | 852472 | London Borough of Lewisham | 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 | Waste management | 01/20/2022 02:27:05 | |||
| 136557 | Cities 2021 | 2021 | 35993 | Singapore Government | Singapore | 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. | 5 | Means of implementation | 4 | Stakeholder engagement | 01/20/2022 02:27:05 | |||
| 136558 | Cities 2021 | 2021 | 43940 | Malmö stad | Sweden | Europe | 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? | 2 | Provide more details on the update / revision process for your climate risk or vulnerability assessment | 1 | Update/revision process | Question not applicable | 01/20/2022 02:27:05 | ||
| 136559 | Cities 2021 | 2021 | 859074 | Tagajo City | Japan | East Asia | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1b | Based on the climate hazards identified as "high risk" in your city, have you identified climate exposure scenarios? | 1 | Response | 1 | Climate exposure scenarios | Question not applicable | 01/20/2022 02:27:05 | ||
| 136560 | Cities 2021 | 2021 | 54116 | City of Dubuque, IA | 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 | 3 | Resource conservation (e.g. soil, water) | 01/20/2022 02:27:05 | |||
| 136561 | Cities 2021 | 2021 | 50578 | City of Windsor, ON | Canada | 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 | 5 | Aging infrastructure makes it harder to withstand or answer to the added stress put on by climatic impacts. | 01/20/2022 02:27:05 | |||
| 136562 | Cities 2021 | 2021 | 54527 | Stadt Bern | Switzerland | 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. | 8 | Action description and implementation progress | 2 | Implement structural measurements according to the sponge city principal to be able to store more rain water within the city. | 01/20/2022 02:27:05 | |||
| 136563 | Cities 2021 | 2021 | 859130 | Handa City | Japan | East Asia | 1. Governance and Data Management | Governance | 1.4 | Please list the stakeholder engagement activities for each relevant stakeholder group. | 1 | Name of the stakeholder group | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 136564 | Cities 2021 | 2021 | 54650 | Prefeitura de Palmas | 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. | 6 | Primary author of assessment | 1 | Question not applicable | 01/20/2022 02:27:05 | |||
| 136565 | Cities 2021 | 2021 | 50782 | Dhaka City | Bangladesh | South and West 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. | 7 | If the city boundary is different from the plan boundary, please explain why | 0 | 01/20/2022 02:27:05 | ||||
| 136566 | Cities 2021 | 2021 | 35886 | Comune di Torino | Italy | Europe | 3. Adaptation | Adaptation Goals | 3.3 | Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal. | 1 | Adaptation goal | 1 | Reduction of heat waves | 01/20/2022 02:27:05 | |||
| 136567 | Cities 2021 | 2021 | 68384 | Prefeitura de Engenheiro Coelho | Brazil | Latin America | 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 | implantar um programa de sustentabilidade nos orgãos públicos | 01/20/2022 02:27:05 | |||
| 136568 | Cities 2021 | 2021 | 55324 | Município de Guimarães | 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. | 6 | Co-benefit area | 24 | Enhanced resilience | 01/20/2022 02:27:05 | |||
| 136569 | Cities 2021 | 2021 | 54348 | The Local Government of Quezon City | Philippines | Southeast Asia and Oceania | 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 | ||
| 136570 | Cities 2021 | 2021 | 848128 | Ocú | Panama | 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'. | 7 | Project description and attach project proposal | 1 | 01/20/2022 02:27:05 | ||||
| 136571 | Cities 2021 | 2021 | 35903 | Le Grand Casablanca | Morocco | Africa | 6. Opportunities | Finance and Economic Opportunities | 6.7 | Has your city received/secured funding for any climate projects (e.g. energy efficiency, renewable energy, low emission vehicles, waste management, flood defence etc.) from an International Financial Institution (e.g. World Bank, Asian Development Bank, etc.)? | 2 | Comment | 1 | Funding received/secured | Question not applicable | 01/20/2022 02:27:05 | ||
| 136572 | Cities 2021 | 2021 | 848474 | Richmond Council | United Kingdom of Great Britain and Northern Ireland | 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. | 3 | Identify the climate hazards most significantly impacting the selected areas | 1 | Biological hazards > Vector-borne disease | 01/20/2022 02:27:05 | |||
| 136573 | Cities 2021 | 2021 | 848135 | San Pedro de la Paz | Chile | Latin America | 3. Adaptation | Adaptation Planning | 3.2a | Please provide more information on your plan that addresses climate change adaptation and/or resilience and attach the document. Please provide details on the boundary of your plan, and where this differs from your city’s boundary, please provide an explanation. | 4 | Climate hazards factored into plan that addresses climate change adaptation | 3 | Extreme hot temperature > Heat wave | 01/20/2022 02:27:05 | |||
| 136574 | Cities 2021 | 2021 | 834251 | Municipality of Coronel Dominguez | Argentina | Latin 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 | Question not applicable | 01/20/2022 02:27:05 | |||
| 136575 | Cities 2021 | 2021 | 60003 | Baguio 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. | 2 | Climate hazards that adaptation goal addresses | 5 | Mass movement > Landslide | 01/20/2022 02:27:05 | |||
| 136576 | Cities 2021 | 2021 | 848131 | Gámeza | 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. | 7 | Please identify which vulnerable populations are affected | 4 | Elderly | 01/20/2022 02:27:05 | |||
| 136577 | Cities 2021 | 2021 | 834277 | Municipality of Patagones | Argentina | Latin America | 6. Opportunities | Finance and Economic Opportunities | 6.6 | Has your city tested their climate actions through pilot/demonstration projects? | 2 | Description of project and weblink | 1 | Tested by city government | Question not applicable | 01/20/2022 02:27:05 | ||
| 136578 | 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. | 7 | Sectors/areas adaptation action applies to | 1 | Water | 01/20/2022 02:27:05 | |||
| 136579 | Cities 2021 | 2021 | 862814 | South-East Region of Ireland (Kilkenny, Carlow, Wexford, and Waterford Counties) | Ireland | 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. | 1 | Collaboration area | 7 | Education | 01/20/2022 02:27:05 | |||
| 136580 | Cities 2021 | 2021 | 64014 | City of Cupertino, 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 | 6 | Improved access to data for informed decision-making | 01/20/2022 02:27:05 | |||
| 136581 | Cities 2021 | 2021 | 31175 | Ville de Paris | 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. | 8 | Action description and implementation progress | 34 | 01/20/2022 02:27:05 | ||||
| 136582 | Cities 2021 | 2021 | 50400 | City of Newark, NJ | 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. | 2 | Comment | 1 | Please explain | Question not applicable | 01/20/2022 02:27:05 | ||
| 136583 | Cities 2021 | 2021 | 55325 | Município de Águeda | 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. | 5 | Means of implementation | 14 | Development and implementation of action plan | 01/20/2022 02:27:05 | |||
| 136584 | Cities 2021 | 2021 | 55181 | City of Matsuyama | 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. | 5 | Social impact of hazard overall | 1 | Increased demand for public services | 01/20/2022 02:27:05 | |||
| 136585 | Cities 2021 | 2021 | 36254 | Comune di Venezia | Italy | Europe | 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 | |||
| 136586 | Cities 2021 | 2021 | 50356 | Ayuntamiento de Morelia | Mexico | 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. | 10 | Majority funding source | 1 | Local | 01/20/2022 02:27:05 | |||
| 136587 | Cities 2021 | 2021 | 49346 | City of Allentown, PA | 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'. | 6 | Identified financing model description | 1 | Financing through the Allentown Neighborhood Improvement Zone Development Authority which finances capital improvements within the NIZ. The NIZ is a special taxing district created by sate law in 2011 | 01/20/2022 02:27:05 | |||
| 136588 | Cities 2021 | 2021 | 834261 | Municipality of Irapuato | Mexico | Latin America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 9 | Future change in intensity | 1 | Increasing | 01/20/2022 02:27:05 | |||
| 136589 | Cities 2021 | 2021 | 60381 | Alcaldía Distrital de Santa Marta | 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. | 2 | Did this hazard significantly impact your city before 2021? | 2 | Yes | 01/20/2022 02:27:05 | |||
| 136590 | Cities 2021 | 2021 | 862956 | Inashiki City | Japan | East Asia | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.3 | Is your city facing risks to public health or health systems associated with climate change? | 0 | 0 | 01/20/2022 02:27:05 | |||||
| 136591 | Cities 2021 | 2021 | 859078 | Town of Yabuki | 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 | |||
| 136592 | Cities 2021 | 2021 | 37261 | City of Pietermaritzburg | South Africa | Africa | 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 | 8 | Tree planting policy for Msunduzi municipality | 01/20/2022 02:27:05 | |||
| 136593 | Cities 2021 | 2021 | 54337 | Greater Amman Municipality | Jordan | Middle East | 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. | 11 | Describe the synergies, trade-offs, and co-benefits of this interaction | 1 | 01/20/2022 02:27:05 | ||||
| 136594 | Cities 2021 | 2021 | 54663 | Prefeitura do Jaboatão dos Guararapes | Brazil | Latin America | 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. | 1 | Opportunity | 1 | 01/20/2022 02:27:05 | ||||
| 136595 | Cities 2021 | 2021 | 59180 | Middelfart 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. | 2 | Action | 2 | 01/20/2022 02:27:05 | ||||
| 136596 | Cities 2021 | 2021 | 43920 | Mestna občina Ljubljana | Slovenia | 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. | 1 | Collaboration area | 2 | Building and Infrastructure | 01/20/2022 02:27:05 | |||
| 136597 | Cities 2021 | 2021 | 49330 | Kansas City, MO | 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'. | 6 | Identified financing model description | 3 | The City Manager has proposed municipal bonds to finance the project, but the final financing mechanism has not been decided. The project was sent to RFP, but the proposals received were rejected because we had not yet determined the proper funding source. Kansas City also promoted this project through CDP Matchmaker. | 01/20/2022 02:27:05 | |||
| 136598 | Cities 2021 | 2021 | 11315 | City of Manchester | United Kingdom of Great Britain and Northern Ireland | 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. | 2 | Indicate if this factor either supports or challenges the ability to adapt | 6 | Challenges | 01/20/2022 02:27:05 | |||
| 136599 | 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. | 5 | Explanation of boundary choice where the assessment boundary differs from the city boundary | 2 | 01/20/2022 02:27:05 | ||||
| 136600 | Cities 2021 | 2021 | 63999 | City of Miami Beach, FL | 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. | 5 | Does this goal align with a requirement from a higher level of government? | 2 | No | 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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