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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 307151 | 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. | 6 | Co-benefit area | 4 | Disaster Risk Reduction | 01/20/2022 02:27:05 | |||
| 307152 | Cities 2021 | 2021 | 54305 | Rajkot 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. | 6 | Co-benefit area | 6 | Greening the economy | 01/20/2022 02:27:05 | |||
| 307153 | Cities 2021 | 2021 | 74671 | Kadıköy | Turkey | 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 | 5 | 01/20/2022 02:27:05 | ||||
| 307154 | Cities 2021 | 2021 | 50558 | City of London, ON | 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. | 7 | Please identify which vulnerable populations are affected | 3 | Persons living in sub-standard housing | 01/20/2022 02:27:05 | |||
| 307155 | Cities 2021 | 2021 | 31117 | City of Toronto, ON | Canada | 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. | 7 | Please explain | 2 | Lyme disease and West Nile Virus are more prevalent in part as a result of a gradually warming climate (not heat waves). This is due to more breeding cycles of the insect vectors. West Nile virus is thought to be more efficiently transmitted by mosquitoes to humans at higher ambient air temperatures. | 01/20/2022 02:27:05 | |||
| 307156 | Cities 2021 | 2021 | 43937 | Wellington City Council | New Zealand | 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 | Pre-feasibility/impact assessment study status | 01/20/2022 02:27:05 | |||
| 307157 | Cities 2021 | 2021 | 73530 | Town of Lexington, MA | United States of America | North America | 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 | ||
| 307158 | Cities 2021 | 2021 | 50392 | Prefeitura de Vitória | 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. | 6 | Most relevant assets / services affected overall | 7 | Land use planning | 01/20/2022 02:27:05 | |||
| 307159 | Cities 2021 | 2021 | 859066 | Ashoro-Town | Japan | East Asia | 2. Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0a | Please select the primary process or methodology used to undertake the risk and vulnerability assessment of your city. | 1 | Primary methodology | 1 | Risk assessment methodology | Question not applicable | 01/20/2022 02:27:05 | ||
| 307160 | Cities 2021 | 2021 | 58391 | Maribyrnong 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. | 6 | Most relevant assets / services affected overall | 1 | Energy | 01/20/2022 02:27:05 | |||
| 307161 | Cities 2021 | 2021 | 31174 | Moscow Government | Russian Federation | 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. | 10 | Has your local government assessed the synergies, trade-offs, and co-benefits, if any, of the main mitigation and adaptation actions you identified? | 4 | 01/20/2022 02:27:05 | ||||
| 307162 | Cities 2021 | 2021 | 54070 | City of Eugene, OR | 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. | 10 | Has your local government assessed the synergies, trade-offs, and co-benefits, if any, of the main mitigation and adaptation actions you identified? | 1 | Yes | 01/20/2022 02:27:05 | |||
| 307163 | Cities 2021 | 2021 | 826427 | Município de Valongo | Portugal | 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 | 5 | Decreasing | 01/20/2022 02:27:05 | |||
| 307164 | Cities 2021 | 2021 | 832002 | Municipalidad de Quepos | Costa Rica | 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. | 3 | Target year of goal | 5 | 2024 | 01/20/2022 02:27:05 | |||
| 307165 | Cities 2021 | 2021 | 49346 | City of Allentown, PA | United States of America | North America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 6 | Most relevant assets / services affected overall | 4 | Water supply & sanitation | 01/20/2022 02:27:05 | |||
| 307166 | Cities 2021 | 2021 | 13113 | Newcastle City Council | United Kingdom of Great Britain and Northern Ireland | Europe | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 5 | Means of implementation | 2 | Development and implementation of action plan | 01/20/2022 02:27:05 | |||
| 307167 | Cities 2021 | 2021 | 831674 | Município de Amarante | 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. | 2 | Web link | 1 | https://www.cm-amarante.pt/pt/estrategia-municipal-para-as-adaptacoes-as-alteracoes-climaticas | 01/20/2022 02:27:05 | |||
| 307168 | Cities 2021 | 2021 | 54646 | Prefeitura de Duque de Caxias | 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. | 8 | Areas/sectors covered by the risk and vulnerability assessment | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 307169 | Cities 2021 | 2021 | 848567 | Mid-America Regional Council | United States of America | North America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 6 | Most relevant assets / services affected overall | 1 | Water supply & sanitation | 01/20/2022 02:27:05 | |||
| 307170 | Cities 2021 | 2021 | 5871 | Essex County Council | United Kingdom of Great Britain and Northern Ireland | Europe | 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'. | 5 | Financing model identified | 1 | Yes | 01/20/2022 02:27:05 | |||
| 307171 | Cities 2021 | 2021 | 35863 | eThekwini Municipality | South Africa | 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. | 12 | Please describe the impacts experienced so far, and how you expect the hazard to impact in the future | 2 | During the equinox of 2007 the Durban coastal was severely impacted by a coastal storm with high storm surge causing lots of damage to public infrastructure and sea front housing. | 01/20/2022 02:27:05 | |||
| 307172 | Cities 2021 | 2021 | 859147 | Town of Yosano | 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. | 1 | Factors that affect ability to adapt | 0 | 01/20/2022 02:27:05 | ||||
| 307173 | Cities 2021 | 2021 | 54386 | Tainan City Government | Taiwan, Greater 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 | 4 | Disaster Risk Reduction | 01/20/2022 02:27:05 | |||
| 307174 | Cities 2021 | 2021 | 43910 | City of Columbus, OH | 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 | 4 | Public health | 01/20/2022 02:27:05 | |||
| 307175 | Cities 2021 | 2021 | 50555 | City of Hamilton, ON | Canada | 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. | 3 | Identify the climate hazards most significantly impacting the selected areas | 1 | Extreme hot temperature > Extreme hot days | 01/20/2022 02:27:05 | |||
| 307176 | Cities 2021 | 2021 | 58357 | City of West Hollywood, CA | United States of America | North America | 2. Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0b | Please attach and provide details on your climate change risk and vulnerability assessment. Please provide details on the boundary of your assessment, and where this differs from your city’s boundary, please provide an explanation. | 5 | Explanation of boundary choice where the assessment boundary differs from the city boundary | 1 | N/A | 01/20/2022 02:27:05 | |||
| 307177 | Cities 2021 | 2021 | 54518 | Helsingborgs stad | 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. | 8 | Action description and implementation progress | 3 | The municipality has a responsibility to determine whether the site and the design are suitable for development by approving a building permit. The municipality has liability for damages for 10 years after a building permit has been approved. Our overall assessment of the risk of erosion, the highest estimated high water and the impact on groundwater is therefore that we should not allow new permanent buildings for residential and operational purposes below +3 meters above sea level. Raising the ground is not appropriate with regard to landscape values, the exception is areas with quays. Testing can take place in individual cases. We must take into account elevated groundwater levels, erosion, extreme water levels, wind accumulation and wave washing when we dimension measures and test building permits and plan in detail in coastal locations. The municipality's assessment is that in areas that are up to + 5 meters above sea level, buildings need to be tested for suitability based on these aspects. We have chosen to call this area the Respect zone Coast. Respect zone Coast is a strategic statement which is incorporated in our new comprehensive plan for Helsingborg. | 01/20/2022 02:27:05 | |||
| 307178 | Cities 2021 | 2021 | 60003 | Baguio City | Philippines | Southeast Asia and Oceania | 1. Governance and Data Management | Governance | 1.7 | Please provide information specifically on the impact of the COVID-19 economic response on climate action in your city and synergies between COVID-19 recovery interventions and climate action. | 1 | Impact of COVID-19 economic response on city’s budget for financing climate action in your city | 1 | Response | Increased finance available for climate action | 01/20/2022 02:27:05 | ||
| 307179 | Cities 2021 | 2021 | 42384 | Göteborgs stad | Sweden | 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. | 8 | Areas/sectors covered by the risk and vulnerability assessment | 1 | Public health | 01/20/2022 02:27:05 | |||
| 307180 | Cities 2021 | 2021 | 859085 | Sayama City | Japan | East Asia | 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 | ||
| 307181 | Cities 2021 | 2021 | 3417 | New York City, NY | 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. | 1 | Factors that affect ability to adapt | 7 | Cost of living | 01/20/2022 02:27:05 | |||
| 307182 | Cities 2021 | 2021 | 73755 | Legazpi City | Philippines | Southeast Asia and Oceania | 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 | 11 | Transport (Mobility) | 01/20/2022 02:27:05 | |||
| 307183 | Cities 2021 | 2021 | 54622 | Prefeitura da Estância Turística de ITU | Brazil | 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'. | 3 | Stage of project development | 1 | 01/20/2022 02:27:05 | ||||
| 307184 | Cities 2021 | 2021 | 54530 | City of Brighton & Hove | United Kingdom of Great Britain and Northern Ireland | Europe | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 7 | Sectors/areas adaptation action applies to | 1 | Transport (Mobility) | 01/20/2022 02:27:05 | |||
| 307185 | Cities 2021 | 2021 | 36261 | Comune di Bolzano | Italy | Europe | 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. | 3 | Further information | 1 | Response | Question not applicable | 01/20/2022 02:27:05 | ||
| 307186 | Cities 2021 | 2021 | 59696 | City of Longmont, CO | 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? | 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 | ||
| 307187 | Cities 2021 | 2021 | 31052 | City of Cardiff | United Kingdom of Great Britain and Northern Ireland | 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. | 5 | Explanation of boundary choice where the assessment boundary differs from the city boundary | 1 | 01/20/2022 02:27:05 | ||||
| 307188 | Cities 2021 | 2021 | 863333 | Tam Ky | Viet Nam | 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 | 2 | Financial mechanism | 01/20/2022 02:27:05 | |||
| 307189 | Cities 2021 | 2021 | 840931 | Prefeitura de Cordeirópolis | Brazil | Latin 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 | ||
| 307190 | 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. | 5 | Social impact of hazard overall | 6 | Increased incidence and prevalence of disease and illness | 01/20/2022 02:27:05 | |||
| 307191 | Cities 2021 | 2021 | 35858 | City of Cape Town | South Africa | 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. | 10 | Future expected magnitude of hazard | 7 | Medium | 01/20/2022 02:27:05 | |||
| 307192 | Cities 2021 | 2021 | 14088 | Oslo kommune | Norway | 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 | 4 | At risk areas in Oslo have been mapped and mitigating steps taken when construction is conducted in at risk areas. | 01/20/2022 02:27:05 | |||
| 307193 | Cities 2021 | 2021 | 54521 | BCP Council | United Kingdom of Great Britain and Northern Ireland | 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? | 2 | No | 01/20/2022 02:27:05 | |||
| 307194 | Cities 2021 | 2021 | 59536 | City of Kitchener, ON | Canada | North America | Submit your response | Response Language | What language are you submitting your response in? | 0 | 0 | English | 01/20/2022 02:27:05 | |||||
| 307195 | Cities 2021 | 2021 | 69824 | Västerviks kommun | Sweden | Europe | 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 | 01/20/2022 02:27:05 | ||
| 307196 | Cities 2021 | 2021 | 54622 | Prefeitura da Estância Turística de ITU | Brazil | Latin 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 | ||
| 307197 | Cities 2021 | 2021 | 834277 | Municipality of Patagones | Argentina | Latin America | 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 | |||
| 307198 | Cities 2021 | 2021 | 59552 | City of Davis, CA | United States of America | North America | 6. Opportunities | Finance and Economic Opportunities | 6.5 | List any mitigation, adaptation, water related or resilience projects you have planned within your city for which you hope to attract financing and provide details on the estimated costs and status of the project. If your city does not have any relevant projects, please select 'No relevant projects' under 'Project Area'. | 8 | Total cost of project | 6 | 01/20/2022 02:27:05 | ||||
| 307199 | 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. | 12 | Total cost provided by the local government (currency) | 14 | 01/20/2022 02:27:05 | ||||
| 307200 | Cities 2021 | 2021 | 54613 | Alcaldia de Valdivia | Chile | Latin 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. | 1 | Current population | 1 | Please complete | 166080 | 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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