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2020 Cities - Vulnerability and Adaptation
This is a filtered view based on 2020 - 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120251 | Cities 2020 | 2020 | 848568 | Metropolitan Council, Twin Cities | United States of America | North America | 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 | 1 | Extreme Precipitation > Rain storm | 07/16/2021 01:47:15 | |||
| 120252 | Cities 2020 | 2020 | 36261 | Comune di Bolzano | Italy | Europe | Introduction | City Details | 0.6 | Please provide further details about the geography of your city. | 1 | Land area of the city boundary as defined in question 0.1 (in square km) | 1 | Please complete | 52.29 | 07/16/2021 01:47:15 | ||
| 120253 | Cities 2020 | 2020 | 20113 | City of Vancouver | Canada | North America | 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 | 7 | The Sea Level Rise Coastal Design Challenge will advance solutions for the most flood-vulnerable areas. With roughly $1 billion of flood management infrastructure needed in Vancouver by 2100, building public awareness and support will be critical. A high-profile design challenge, modelled on successful programs implemented in New York City and San Francisco, would engage local, national and international experts, along with local residents and businesses, to co-develop implementable designs. This approach is expected to deliver outcomes that are more holistic, and with greater community buy-in, than a traditional public consultation process. The focus of Vancouver’s sea level rise design challenge be False Creek and along the Fraser River (within City boundaries), but we will approach neighbouring municipalities and other organizations as well, to potentially broaden the scope to a more regional effort. | 07/16/2021 01:47:15 | |||
| 120254 | Cities 2020 | 2020 | 74401 | City of Encinitas, CA | United States of America | North America | 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 | Tourism | 07/16/2021 01:47:15 | |||
| 120255 | Cities 2020 | 2020 | 43975 | Municipalidad de Magdalena del Mar | Peru | Latin America | 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 | 07/16/2021 01:47:15 | |||
| 120256 | Cities 2020 | 2020 | 74386 | Gangtok | India | South and West Asia | Opportunities | Collaboration | 6.2a | Please provide some key examples of how your city collaborates with business in the table below. | 2 | Type of collaboration | 0 | Question not applicable | 07/16/2021 01:47:15 | |||
| 120257 | Cities 2020 | 2020 | 59653 | City of Manhattan Beach, CA | United States of America | North America | Opportunities | Finance and Economic Opportunities | 6.12 | Does your city have its own credit rating? | 3 | Rating | 1 | International | AAA | 07/16/2021 01:47:15 | ||
| 120258 | Cities 2020 | 2020 | 845304 | Santa Ana (Costa Rica) | Costa Rica | Latin America | Adaptation | Adaptation Planning | 3.2a | Please provide more information on your plan that addresses climate change adaptation 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. | 9 | Type of plan | 0 | Question not applicable | 07/16/2021 01:47:15 | |||
| 120259 | Cities 2020 | 2020 | 50357 | Ciudad de Mendoza | Argentina | Latin America | 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 | 6 | Increasing | 07/16/2021 01:47:15 | |||
| 120260 | Cities 2020 | 2020 | 14874 | City of Portland, OR | United States of America | North America | Governance and Data Management | Governance | 1.0a | Please detail which goals and targets are incorporated in your city’s master plan and describe how these goals are addressed in the table below. | 1 | Goal type | 4 | Energy efficiency targets | 07/16/2021 01:47:15 | |||
| 120261 | Cities 2020 | 2020 | 31182 | City of San Francisco | United States of America | North America | 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 | 13 | Project structuring | 07/16/2021 01:47:15 | |||
| 120262 | Cities 2020 | 2020 | 31174 | Moscow Government | Russian Federation | Europe | 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 | Extreme cold temperature > Extreme winter conditions | 07/16/2021 01:47:15 | |||
| 120263 | Cities 2020 | 2020 | 36286 | Comune di Ferrara | Italy | Europe | Adaptation | Adaptation Goals | 3.3 | Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal. | 7 | Comment | 7 | 07/16/2021 01:47:15 | ||||
| 120264 | Cities 2020 | 2020 | 58489 | Hoeje-Taastrup Kommune | Denmark | Europe | 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 | 2 | http://www2.htk.dk/Teknik_og_miljoecenter/Klima/Korttemaer-til-kortlaegningsrapport-om-risiko-for-oversvoemelse-HTK.pdf | 07/16/2021 01:47:15 | |||
| 120265 | Cities 2020 | 2020 | 31174 | Moscow Government | Russian Federation | Europe | Adaptation | Adaptation Planning | 3.2a | Please provide more information on your plan that addresses climate change adaptation 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 | 2 | Waste | 07/16/2021 01:47:15 | |||
| 120266 | Cities 2020 | 2020 | 68290 | Wyndham City Council | Australia | Southeast Asia and Oceania | 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. | 3 | Year of publication or approval from local government | 7 | 07/16/2021 01:47:15 | ||||
| 120267 | Cities 2020 | 2020 | 54345 | City Government of Davao | Philippines | Southeast Asia and Oceania | 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 | Stakeholder engagement | 07/16/2021 01:47:15 | |||
| 120268 | Cities 2020 | 2020 | 54098 | City of Thunder Bay | Canada | North America | Introduction | City Details | 0.4 | Please select the currency used for all financial information disclosed throughout your response. | 0 | 0 | CAD Canadian Dollar | 07/16/2021 01:47:15 | ||||
| 120269 | Cities 2020 | 2020 | 826211 | Junta Intermunicipal de Medio Ambiente Altos Sur (JIAS) | Mexico | Latin America | Opportunities | Climate Action Planning | 6.14 | How do the city's environment/sustainability and economic development departments work together, for instance, in planning climate actions? | 2 | Joint strategy development/long-term planning (e.g. on the green economy, supporting green jobs and social equity) | 1 | Working togehter | Question not applicable | 07/16/2021 01:47:15 | ||
| 120270 | Cities 2020 | 2020 | 843399 | Wandsworth Council | United Kingdom of Great Britain and Northern Ireland | Europe | 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 | Improved resource security (e.g. food, water, energy) | 07/16/2021 01:47:15 | |||
| 120271 | Cities 2020 | 2020 | 74695 | Sandnes kommune | Norway | Europe | 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 | 2 | 07/16/2021 01:47:15 | ||||
| 120272 | Cities 2020 | 2020 | 54345 | City Government of Davao | Philippines | Southeast Asia and Oceania | 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 | 11 | 07/16/2021 01:47:15 | ||||
| 120273 | Cities 2020 | 2020 | 35858 | City of Cape Town | South Africa | Africa | Adaptation | Adaptation Planning | 3.2a | Please provide more information on your plan that addresses climate change adaptation 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 | 3 | Transport (Mobility) | 07/16/2021 01:47:15 | |||
| 120274 | Cities 2020 | 2020 | 840944 | Prefeitura de Carnaúba dos Dantas | Brazil | Latin America | Opportunities | Finance and Economic Opportunities | 6.12 | Does your city have its own credit rating? | 2 | Rating agency | 2 | Domestic | Question not applicable | 07/16/2021 01:47:15 | ||
| 120275 | Cities 2020 | 2020 | 53921 | City of Tempe, AZ | United States of America | North America | 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 | 12 | Improved access to and quality of mobility services and infrastructure | 07/16/2021 01:47:15 | |||
| 120276 | Cities 2020 | 2020 | 35879 | City of Minneapolis | United States of America | North America | 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 | 07/16/2021 01:47:15 | ||
| 120277 | Cities 2020 | 2020 | 74671 | Kadıköy | Turkey | Europe | 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'. | 4 | Status of financing | 3 | Project not funded and seeking partial funding | 07/16/2021 01:47:15 | |||
| 120278 | Cities 2020 | 2020 | 831999 | Concejo Municipal de Distrito de Monte Verde | Costa Rica | Latin America | 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 | Desarrollar una estrategia de comunicación para apoyar los sectores privados y civiles en sus esfuerzos. | Las metas de adaptación definidas se encuentran indicadas en el documento SECAP. Las cuales por su naturaleza estarán en constante revisión o actualización. | 07/16/2021 01:47:15 | ||
| 120279 | Cities 2020 | 2020 | 50543 | Halifax Regional Municipality | Canada | North America | 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 2020? | 6 | No | 07/16/2021 01:47:15 | |||
| 120280 | Cities 2020 | 2020 | 63562 | City of South Bend, IN | United States of America | North America | 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 | 2 | Water supply & sanitation | 07/16/2021 01:47:15 | |||
| 120281 | Cities 2020 | 2020 | 60126 | Tartu City Council | Estonia | Europe | Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0d | Does your city have an update/revision process for the climate risk and vulnerability assessment? | 2 | Provide more details on the update / revision process for your climate risk or vulnerability assessment | 1 | Update/revision process | The update was made in 2020. | 07/16/2021 01:47:15 | ||
| 120282 | Cities 2020 | 2020 | 35885 | Tel Aviv-Yafo Municipality | Israel | Middle East | 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. | 1 | Publication title and attach the document | 4 | Implications of rising seas level on Israel's coastal areas | 07/16/2021 01:47:15 | |||
| 120283 | Cities 2020 | 2020 | 58483 | City of Surrey | Canada | North America | 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 | High | 07/16/2021 01:47:15 | |||
| 120284 | Cities 2020 | 2020 | 36286 | Comune di Ferrara | Italy | Europe | 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 | 5 | Regeneration of the public building and urban heritage, based on the improvement of the capacity of adaptation to climate change in specific urban contexts:regenerated sizes / volumesgreen roofs / new trees in regenerated areasincrease in permeable surfaces in regenerated areasContribute to the resilience of the urban public transport system, reducing the cases of interruption of the service:number of service interruptionsnumber of infrastructure made resilient | 07/16/2021 01:47:15 | |||
| 120285 | Cities 2020 | 2020 | 35475 | City of Calgary | Canada | North America | 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 | 9 | Increased demand for public services | 07/16/2021 01:47:15 | |||
| 120286 | Cities 2020 | 2020 | 31170 | Metropolitan Municipality of Lima | Peru | Latin America | 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 | 2 | Increased demand for public services | 07/16/2021 01:47:15 | |||
| 120287 | Cities 2020 | 2020 | 31108 | City of Houston | United States of America | North America | 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 | 7 | Building and Infrastructure | 07/16/2021 01:47:15 | |||
| 120288 | Cities 2020 | 2020 | 60142 | City of Kisumu | Kenya | Africa | 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'. | 2 | Project title | 2 | Completion of the bio-energy center | 07/16/2021 01:47:15 | |||
| 120289 | Cities 2020 | 2020 | 60142 | City of Kisumu | Kenya | Africa | 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 | 2 | Unemployed persons | The county experienced increase in rainfall amount for the season of OND and MAM .This has resulted to increase in water levels of Lake Victoria causing flooding of the riparian lands. The Lake levels rose to historical levels that was last experienced in 1964 | 07/16/2021 01:47:15 | ||
| 120290 | Cities 2020 | 2020 | 60409 | Municipalidad Provincial de Callao | Peru | Latin America | 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) | 1 | 1000000000 | 07/16/2021 01:47:15 | |||
| 120291 | Cities 2020 | 2020 | 54098 | City of Thunder Bay | Canada | North America | Opportunities | Collaboration | 6.2a | Please provide some key examples of how your city collaborates with business in the table below. | 3 | Description of collaboration | 5 | The City of Thunder Bay is currently undergoing the Municipal Energy Planning process which involves consultation with local stakeholders (institutional & industrial). Large employers invited to participate in an interview and smaller businesses given a digital questionnaire on their energy reduction and emissions goals/plans/policies. | 07/16/2021 01:47:15 | |||
| 120292 | Cities 2020 | 2020 | 73759 | Jambi City | Indonesia | Southeast Asia and Oceania | Opportunities | Collaboration | 6.2a | Please provide some key examples of how your city collaborates with business in the table below. | 2 | Type of collaboration | 0 | Question not applicable | 07/16/2021 01:47:15 | |||
| 120293 | Cities 2020 | 2020 | 57509 | Prefeitura de Niterói | Brazil | Latin America | 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 | 513584 | Projeção feita por estudo próprio, extrapolando os dados projetados para o Estado do Rio de Janeiro. | 07/16/2021 01:47:15 | |
| 120294 | Cities 2020 | 2020 | 54341 | Toyama City | Japan | East Asia | 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 | 11 | 災害時に外国人居住者・旅行者の安全確保を行うため、通訳を行えるボランティアの募集を行う。 | 07/16/2021 01:47:15 | |||
| 120295 | Cities 2020 | 2020 | 49333 | City of Louisville, KY | United States of America | North America | Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 5 | Means of implementation | 13 | Monitor activities | 07/16/2021 01:47:15 | |||
| 120296 | Cities 2020 | 2020 | 63999 | City of Miami Beach, FL | United States of America | North America | Climate Hazards and Vulnerability | Climate Hazards | 2.3a | Please report on how climate change impacts health outcomes and health services in your city. | 6 | Please identify which vulnerable populations are affected by these climate-related impacts | 2 | Persons living in sub-standard housing | 07/16/2021 01:47:15 | |||
| 120297 | Cities 2020 | 2020 | 54687 | Prefeitura Municipal de São José dos Campos | Brazil | Latin America | Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 5 | Social impact of hazard overall | 3 | Increased resource demand | No início de 2018, a Prefeitura de São José dos Campos contratou por meio de licitação pública, uma empresa de consultoria para elaborar o inventário de gases de efeito estufa, a análise de riscos e vulnerabilidades climáticas, o plano de ação de mitigação e adaptação às mudanças climáticas. Ao final do projeto, estimado em 18 meses, esses estudos deverão subsidiar a elaboração da Política Municipal de Mitigação e Adaptação às Mudanças Climáticas. Dessa forma, espera-se que até 2020 o município já tenha mapeado seus perigos climáticos e suas vulnerabilidades. | 07/16/2021 01:47:15 | ||
| 120298 | Cities 2020 | 2020 | 840944 | Prefeitura de Carnaúba dos Dantas | Brazil | Latin America | Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 4 | Current magnitude of hazard | 1 | Low | 07/16/2021 01:47:15 | |||
| 120299 | Cities 2020 | 2020 | 54345 | City Government of Davao | Philippines | Southeast Asia and Oceania | 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 | 07/16/2021 01:47:15 | ||||
| 120300 | Cities 2020 | 2020 | 36477 | Comune di Lucca | Italy | Europe | Governance and Data Management | Governance | 1.3 | Please list the key development challenges, barriers and opportunities within the GCC Program. | 2 | Please describe the selected development, challenge, barrier or opportunity | 0 | 07/16/2021 01:47:15 |
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This data is collected through the CDP-ICLEI Unified Reporting System. When using this data, please cite both organisations using the following wording: ‘This data was collected in partnership by CDP and ICLEI - Local Governments for Sustainability’.
This dataset contains the full responses of publicly disclosing cities in 2020. To view the complete cities 2020 questionnaire guidance, including all questions asked in 2020, visit https://www.cdp.net/en/guidance/guidance-for-cities. Please contact cities@cdp.net if you have any questions.
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.
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 5 American regional councils, which are: Chicago Metropolitan Mayors Caucus; Denver Regional Council of Governments; Metropolitan Council, Twin Cities; Metropolitan Washington Council of Governments; and Mid-America Regional Council.
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