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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127101 | Cities 2020 | 2020 | 834289 | Municipality of Rauch | Argentina | 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. | 6 | Co-benefit area | 13 | Disaster preparedness | 07/16/2021 01:47:15 | |||
| 127102 | Cities 2020 | 2020 | 54082 | City of Hollywood, FL | 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. | 11 | When do you first expect to experience those changes in frequency and intensity? | 5 | Immediately | 07/16/2021 01:47:15 | |||
| 127103 | Cities 2020 | 2020 | 54641 | Prefeitura de Limeira | Brazil | 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? | 6 | Other, please specify | 1 | Working togehter | Question not applicable | 07/16/2021 01:47:15 | ||
| 127104 | Cities 2020 | 2020 | 68378 | Municipalidad de Santiago de Surco | Peru | Latin America | Opportunities | Collaboration | 6.4 | Describe how your local/regional government collaborates and coordinates vertically (higher levels of government) on climate action. | 0 | 0 | Question not applicable | 07/16/2021 01:47:15 | ||||
| 127105 | Cities 2020 | 2020 | 31165 | Stadt Heidelberg | Germany | Europe | 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 | Waste management targets | 07/16/2021 01:47:15 | |||
| 127106 | Cities 2020 | 2020 | 42120 | City of Salvador | Brazil | Latin 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 | Energy | 07/16/2021 01:47:15 | |||
| 127107 | Cities 2020 | 2020 | 54614 | Prefeitura da Cidade de São José do Rio Preto | Brazil | Latin America | 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? | 2 | Provide a summary of the outcomes of up to three scenarios | 1 | Climate exposure scenarios | Question not applicable | 07/16/2021 01:47:15 | ||
| 127108 | Cities 2020 | 2020 | 58489 | Hoeje-Taastrup Kommune | Denmark | 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 | Other, please specify: Project funded | 07/16/2021 01:47:15 | |||
| 127109 | Cities 2020 | 2020 | 50381 | Municipio de Torreón | Mexico | Latin America | 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 | 07/16/2021 01:47:15 | |||
| 127110 | Cities 2020 | 2020 | 831230 | Municipality of La Marsa | Tunisia | Africa | Opportunities | Collaboration | 6.2a | Please provide some key examples of how your city collaborates with business in the table below. | 1 | Collaboration area | 0 | Question not applicable | 07/16/2021 01:47:15 | |||
| 127111 | Cities 2020 | 2020 | 73713 | San Miguel | Argentina | 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. | 11 | Total cost of the project (currency) | 0 | 07/16/2021 01:47:15 | ||||
| 127112 | Cities 2020 | 2020 | 834374 | Tagum City | Philippines | Southeast Asia and Oceania | 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 | 13 | 07/16/2021 01:47:15 | ||||
| 127113 | Cities 2020 | 2020 | 826182 | Ayuntamiento de Tonalá | Mexico | 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. | 12 | Please describe the impacts experienced so far, and how you expect the hazard to impact in the future | 4 | El tema de hundimientos es importante en el municipio, debido a las condiciones de evolución geomorfológica que ha tenido el valle, y particularmente en las inmediaciones de la cabecera municipal y al impacto de la urbanización, tanto en rellenos de antiguas barrancas, como de bancos de material geológico.Los hundimientos dentro del municipio se caracterizan, por estar asociados a la actividad antrópica, asociados a condiciones naturales. Particularmente, a la presencia de tres condiciones específicas del subsuelo:• Hundimientos diferenciales asociados a rellenos.• Hundimientos diferenciales asociados a presencia de arcillas autóctonas.La mayor parte de los hundimientos, están asociados a cuestiones de relleno, mala compactación de los taludes, fugas en el sistema de agua potable y drenaje y a las malas prácticas constructivas de las viviendas sobre pendientes empinadas. Hundimientos asociados con rellenos de zona bajas, antiguos bancos de material y terraplenes de bordos, se registran en la planicie de Santa Paula- Agua Blanca, se ha observado que existía una gran cantidad de bordos y presas las cuales fueron plautinamente abandonadas, el proceso urbano se monto sobre esta infraestructura , un ejemplo claro de esta situación es la urbanización que se dio en la delegación de San Miguel La PuntaEn los años 90s, era una zona baja pantanosa, la parte más deprimida, se utilizaba para extracción de material principalmente de arcilla para elaborar ladrillo, se urbanizo las zonas menos propicias, zonas bajas sobre aguas abajo de los bordos, se relleno parcialmente la parte baja y se relleno a manera de una rampa el frente del bordo, esto ha traído consecuencias, como fuertes hundimientos en zonas de relleno e inundaciones en las zonas bajas, generándose fuertes acumulaciones de agua en las zonas en donde se entrampa debido al trazo de la retícula Hundimientos deslizamiento asociados a terraplenes.Debido a la urbanización en las márgenes de las barrancas o en las laderas de los cerros, zonas donde la pendiente es fuerte, se ha observado inestabilidad de terraplenes, los cuales están generando problemas de asentamiento importantes en las viviendas, ejemplo desarrollos como Urbi, en Colimilla Periodicidad, área de ocurrencia y grado de impacto. | 07/16/2021 01:47:15 | |||
| 127114 | Cities 2020 | 2020 | 60126 | Tartu City Council | Estonia | Europe | 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 | 1 | Emissions reduction targets | 07/16/2021 01:47:15 | |||
| 127115 | Cities 2020 | 2020 | 840036 | La Paz | Argentina | 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 | Supports | 07/16/2021 01:47:15 | |||
| 127116 | Cities 2020 | 2020 | 54289 | Wuhan Municipal People's Government | China | East Asia | 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 | 1 | The rapid development of urbanization and social and economic development has accelerated the pressure on infrastructure. | 07/16/2021 01:47:15 | |||
| 127117 | Cities 2020 | 2020 | 35893 | City of Dar es Salaam | United Republic of Tanzania | Africa | 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 | Development of energy efficiency measures and technologies | 07/16/2021 01:47:15 | |||
| 127118 | Cities 2020 | 2020 | 1850 | Birmingham City 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. | 5 | Means of implementation | 3 | Awareness raising program or campaign | 07/16/2021 01:47:15 | |||
| 127119 | Cities 2020 | 2020 | 50203 | Gaziantep Metropolitan Municipality | Turkey | 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. | 8 | Areas/sectors covered by the risk and vulnerability assessment | 0 | Question not applicable | 07/16/2021 01:47:15 | |||
| 127120 | Cities 2020 | 2020 | 61790 | City of Emeryville, CA | United States of America | North America | Introduction | 0.1 | Please give a general description and introduction to your city including your city’s reporting boundary in the table below. | 1 | Administrative boundary | 1 | Please complete | City / Municipality | 07/16/2021 01:47:15 | |||
| 127121 | Cities 2020 | 2020 | 833284 | West Midlands Combined Authority | United Kingdom of Great Britain and Northern Ireland | 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. | 1 | Publication title and attach the document | 1 | WM2041 | wm2041-final.pdf | 07/16/2021 01:47:15 | ||
| 127122 | Cities 2020 | 2020 | 849041 | Gualeguaychú | Argentina | 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. | 3 | Level of degree to which factor challenges/supports the adaptive capacity of your city | 0 | 07/16/2021 01:47:15 | ||||
| 127123 | Cities 2020 | 2020 | 832909 | Município de Coruche | Portugal | Europe | 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 | Other, please specify: Financial and cultural constraints on the population (particularly the most vulnerable groups) | 07/16/2021 01:47:15 | |||
| 127124 | Cities 2020 | 2020 | 35853 | City of Baltimore | 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. | 11 | When do you first expect to experience those changes in frequency and intensity? | 10 | Medium-term (2026-2050) | 07/16/2021 01:47:15 | |||
| 127125 | Cities 2020 | 2020 | 42178 | Distrito Metropolitano de Quito | Ecuador | Latin America | Opportunities | Finance and Economic Opportunities | 6.11 | If city staff pensions are managed at the city level, who has responsibility for making investments decisions for the city retirement funds? | 1 | Does the department/institution have responsibility for oversight and/or implementation of investment of the city retirement funds? | 1 | City council/elected representatives | No | 07/16/2021 01:47:15 | ||
| 127126 | Cities 2020 | 2020 | 43928 | Canberra | Australia | Southeast Asia and Oceania | Governance and Data Management | Governance | 1.3 | Please list the key development challenges, barriers and opportunities within the GCC Program. | 3 | Staff Training Needs Assessment | 0 | Question not applicable | 07/16/2021 01:47:15 | |||
| 127127 | Cities 2020 | 2020 | 31154 | Bogotá Distrito Capital | Colombia | 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. | 4 | Status of action | 8 | Scoping | 07/16/2021 01:47:15 | |||
| 127128 | Cities 2020 | 2020 | 32480 | City of Adelaide | Australia | 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 | 17 | Public Health and Safety | 07/16/2021 01:47:15 | |||
| 127129 | Cities 2020 | 2020 | 73695 | Uranga | 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. | 5 | Social impact of hazard overall | 9 | 07/16/2021 01:47:15 | ||||
| 127130 | Cities 2020 | 2020 | 60268 | Prefeitura de Brumadinho | Brazil | Latin 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. | 1 | Reason | 1 | Please explain | Question not applicable | 07/16/2021 01:47:15 | ||
| 127131 | 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'. | 4 | Status of financing | 4 | Project not funded and seeking full funding | 07/16/2021 01:47:15 | |||
| 127132 | Cities 2020 | 2020 | 834373 | Town of York, ME | United States of America | North America | Governance and Data Management | Governance | 1.5 | Please describe to what extent the planning process is transparent and open. | 1 | The climate adaptation/mitigation plan makes opportunities for engagement that civil society had during the planning process explicit | 1 | Planning process | Question not applicable | 07/16/2021 01:47:15 | ||
| 127133 | 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. | 2 | Action | 2 | Incorporating climate change into long-term planning documents | 07/16/2021 01:47:15 | |||
| 127134 | Cities 2020 | 2020 | 59633 | City of Santa Cruz, CA | 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. | 12 | Please describe the impacts experienced so far, and how you expect the hazard to impact in the future | 4 | The City is adjacent to many natural open space and urban/rural interface areas. The City is under threat of fire at the moment of completing this survey. | 07/16/2021 01:47:15 | |||
| 127135 | Cities 2020 | 2020 | 44196 | Hwaseong Metropolitan Government | Republic of Korea | East Asia | 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 | 07/16/2021 01:47:15 | |||
| 127136 | Cities 2020 | 2020 | 43914 | City of Charlotte | 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 | 2 | Disaster Risk Reduction | 07/16/2021 01:47:15 | |||
| 127137 | Cities 2020 | 2020 | 54603 | Alcaldia de Pasto | Colombia | 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. | 6 | Most relevant assets / services affected overall | 1 | Information & communications technology | 07/16/2021 01:47:15 | |||
| 127138 | Cities 2020 | 2020 | 55334 | Município de Braga | Portugal | Europe | 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. | 4 | Projected population year | 1 | Please complete | 2025 | 07/16/2021 01:47:15 | ||
| 127139 | Cities 2020 | 2020 | 826212 | Junta intermunicipal para la gestión integral de la cuenca del Río Coahuayana (JIRCO) | Mexico | Latin America | Opportunities | Finance and Economic Opportunities | 6.11 | If city staff pensions are managed at the city level, who has responsibility for making investments decisions for the city retirement funds? | 1 | Does the department/institution have responsibility for oversight and/or implementation of investment of the city retirement funds? | 3 | City pension fund board | Question not applicable | 07/16/2021 01:47:15 | ||
| 127140 | Cities 2020 | 2020 | 63562 | City of South Bend, IN | United States of America | North 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 | 4 | Challenges | 07/16/2021 01:47:15 | |||
| 127141 | Cities 2020 | 2020 | 31051 | Coventry City Council | United Kingdom of Great Britain and Northern Ireland | Europe | 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 | 5 | Moderately challenges | 07/16/2021 01:47:15 | |||
| 127142 | Cities 2020 | 2020 | 50565 | City of Toledo | 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. | 9 | Please explain | 1 | 07/16/2021 01:47:15 | ||||
| 127143 | Cities 2020 | 2020 | 840944 | Prefeitura de Carnaúba dos Dantas | Brazil | Latin America | Adaptation | Adaptation Actions | 3.1 | Describe how your city identified and prioritized adaptation actions to implement. | 1 | Method | 1 | Identifying and prioritizing adaptation actions | Question not applicable | 07/16/2021 01:47:15 | ||
| 127144 | Cities 2020 | 2020 | 74594 | City of Boynton Beach | 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. | 7 | Please identify which vulnerable populations are affected | 5 | 07/16/2021 01:47:15 | ||||
| 127145 | Cities 2020 | 2020 | 60216 | City of Växjö | Sweden | 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. | 7 | Sectors/areas adaptation action applies to | 2 | 07/16/2021 01:47:15 | ||||
| 127146 | Cities 2020 | 2020 | 50549 | City of Fort Worth | 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 | 9 | Building and Infrastructure | 07/16/2021 01:47:15 | |||
| 127147 | Cities 2020 | 2020 | 839980 | Municipalidad de Avellaneda | Argentina | Latin 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 | Waste Management | 07/16/2021 01:47:15 | |||
| 127148 | Cities 2020 | 2020 | 60019 | Rajshahi City Corporation | Bangladesh | South and West Asia | 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. | 6 | Boundary of plan relative to city boundary (reported in 0.1) | 0 | Question not applicable | 07/16/2021 01:47:15 | |||
| 127149 | Cities 2020 | 2020 | 54110 | City of Santa Monica | 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. | 5 | Explanation of boundary choice where the assessment boundary differs from the city boundary | 1 | 07/16/2021 01:47:15 | ||||
| 127150 | Cities 2020 | 2020 | 37241 | City of Berkeley | 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. | 2 | Action | 4 | Incorporating climate change into long-term planning documents | 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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