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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 125201 | Cities 2020 | 2020 | 50679 | Município de Barreiro | Portugal | Europe | Introduction | City Details | 0.4 | Please select the currency used for all financial information disclosed throughout your response. | 0 | 0 | EUR Euro | 07/16/2021 01:47:15 | ||||
| 125202 | Cities 2020 | 2020 | 60419 | Municipalidad de Rio Grande | 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. | 2 | Action | 1 | Hazard resistant infrastructure design and construction | 07/16/2021 01:47:15 | |||
| 125203 | Cities 2020 | 2020 | 37261 | City of Pietermaritzburg | South Africa | 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. | 6 | Most relevant assets / services affected overall | 5 | Waste management | 07/16/2021 01:47:15 | |||
| 125204 | Cities 2020 | 2020 | 840122 | Siliguri Municipal Corporation | India | South and West Asia | 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 | 2 | No | 07/16/2021 01:47:15 | |||
| 125205 | Cities 2020 | 2020 | 73666 | Cuyahoga County | 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 | 5 | Environment, biodiversity, forestry | 07/16/2021 01:47:15 | |||
| 125206 | Cities 2020 | 2020 | 50678 | Município de Évora | Portugal | 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 | 3 | Spatial Planning | 07/16/2021 01:47:15 | |||
| 125207 | Cities 2020 | 2020 | 60320 | Prefeitura de Presidente Prudente | Brazil | 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) | 1 | 07/16/2021 01:47:15 | ||||
| 125208 | Cities 2020 | 2020 | 59535 | Town of Vail, CO | 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 | 2 | Transport (Mobility) | 07/16/2021 01:47:15 | |||
| 125209 | Cities 2020 | 2020 | 826210 | Junta Intermunicipal de Medio Ambiente de la Costa Sur (JICOSUR) | Mexico | Latin America | Governance and Data Management | Governance | 1.2 | Please list the local government departments involved in the GCC program and its role. It is important to specify the program coordinator, action plan developer, GHG inventory accountant, verifier and action plan implementer. | 3 | Role in the GCC program | 0 | Question not applicable | 07/16/2021 01:47:15 | |||
| 125210 | Cities 2020 | 2020 | 36032 | Ville de Dakar | Senegal | Africa | Adaptation | Adaptation Planning Process | 3.6 | Please explain the level of inclusion of the planning process. | 0 | 0 | La Ville de Dakar a élaboré une approche participative assez innovante tout au long du processus de planification de l'action pour le climat. Cette approche inclusive distingue plusieurs catégorie d'acteurs clés qui sont les acteurs internes (élus locaux, agents techniques municipaux), les acteurs externes (services techniques de l'État, société civil) et les citoyens de la ville dans sa diversité et ses différentes composantes. Un cas d'étude décrivant le processus participatif a été rédigé et partagé avec les acteurs et d'autres villes africaines. Des formations adaptées ont été organisées, des sessions de renforcement des capacités animées dans les quartiers avec les jeunes, les femmes et les hommes. Pour accorder une place importante à la société dans l'engagement communautaire, une plateforme "Dakar agit pour le Climat" est mise en place pour conduire les activités de sensibilisation au niveau du territoire de la ville. | Dakar Case Study - Gouvernance participative_FR.pdf | 07/16/2021 01:47:15 | |||
| 125211 | Cities 2020 | 2020 | 44077 | Kampala City | Uganda | Africa | Governance and Data Management | Governance | 1.2 | Please list the local government departments involved in the GCC program and its role. It is important to specify the program coordinator, action plan developer, GHG inventory accountant, verifier and action plan implementer. | 4 | Attach awareness raising and capacity building plan for the municipal staff | 0 | 07/16/2021 01:47:15 | ||||
| 125212 | Cities 2020 | 2020 | 59167 | Municipalidad de Providencia | Chile | 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. | 11 | When do you first expect to experience those changes in frequency and intensity? | 7 | Immediately | 07/16/2021 01:47:15 | |||
| 125213 | Cities 2020 | 2020 | 49330 | Kansas City | United States of America | North 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? | 2 | Comment | 1 | City council/elected representatives | Question not applicable | 07/16/2021 01:47:15 | ||
| 125214 | Cities 2020 | 2020 | 74594 | City of Boynton Beach | 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. | 10 | Majority funding source | 8 | Local | 07/16/2021 01:47:15 | |||
| 125215 | Cities 2020 | 2020 | 35393 | City of St Louis | 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 | 4 | Extreme cold temperature > Extreme winter conditions | 07/16/2021 01:47:15 | |||
| 125216 | Cities 2020 | 2020 | 60126 | Tartu City Council | Estonia | 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. | 4 | Current magnitude of hazard | 2 | Medium High | 07/16/2021 01:47:15 | |||
| 125217 | Cities 2020 | 2020 | 58483 | City of Surrey | Canada | 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. | 2 | How are these goals/targets addressed in the city master plan? | 4 | Through the Sustainability Charter 2.0 , the City has set a target for Carbon Intensity in City’s District Energy System (CO2/GJ) at 0.07 T CO2e/MWh metered. | 07/16/2021 01:47:15 | |||
| 125218 | Cities 2020 | 2020 | 3417 | New York City | 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. | 14 | Web link | 5 | 07/16/2021 01:47:15 | ||||
| 125219 | Cities 2020 | 2020 | 36494 | Comune di Padova | Italy | 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. | 9 | Finance status | 6 | Pre-feasibility/impact assessment study status | 07/16/2021 01:47:15 | |||
| 125220 | Cities 2020 | 2020 | 826237 | Alcaldia de Madrid | Colombia | Latin America | Climate Hazards and Vulnerability | Climate Hazards | 2.1a | Have you identified the most vulnerable geographic areas in your city? | 1 | Response | 1 | Vulnerable geographic areas | Question not applicable | 07/16/2021 01:47:15 | ||
| 125221 | Cities 2020 | 2020 | 31114 | City of Sydney | Australia | Southeast Asia and Oceania | 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 | 1 | Indigenous population | 07/16/2021 01:47:15 | |||
| 125222 | Cities 2020 | 2020 | 50578 | City of Windsor | 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. | 11 | Total cost of the project (currency) | 33 | 07/16/2021 01:47:15 | ||||
| 125223 | Cities 2020 | 2020 | 43930 | The Hague | Netherlands | 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 | 1 | Land use planning | 07/16/2021 01:47:15 | |||
| 125224 | Cities 2020 | 2020 | 49327 | City of Providence | 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. | 2 | Did this hazard significantly impact your city before 2020? | 11 | Yes | 07/16/2021 01:47:15 | |||
| 125225 | Cities 2020 | 2020 | 74643 | Dijon métropole | France | Europe | 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? | 3 | No | 07/16/2021 01:47:15 | |||
| 125226 | Cities 2020 | 2020 | 35993 | Singapore Government | Singapore | 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 | 3 | 07/16/2021 01:47:15 | ||||
| 125227 | Cities 2020 | 2020 | 826380 | Junta Intermunicipal de la Cuenca Baja del Rio Ayuquila (JIRA) | Mexico | 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 | 1 | Enhanced resilience | 07/16/2021 01:47:15 | |||
| 125228 | Cities 2020 | 2020 | 60361 | Prefeitura de Tangará da Serra | 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. | 2 | Did this hazard significantly impact your city before 2020? | 2 | Yes | Sem informações técnicas para resposta dessa pergunta. | 07/16/2021 01:47:15 | ||
| 125229 | Cities 2020 | 2020 | 32550 | City of Denver | 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'. | 7 | Project description and attach project proposal | 3 | The National Western Center (NWC) represents a visionary transformation of the National Western Complex and Denver Coliseum sites into a must-see destination and regional asset, enhancing these current Denver landmarks through creative year-round activity. Denver is interested in pursuing net-zero buildings or districts within the complex. Potential projects could include building energy efficiency, micro grids, solar energy projects, geothermal heating systems and/or wind turbines. | 07/16/2021 01:47:15 | |||
| 125230 | Cities 2020 | 2020 | 36274 | Comune di Bologna | Italy | Europe | 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 | 0 | Question not applicable | 07/16/2021 01:47:15 | |||
| 125231 | Cities 2020 | 2020 | 54305 | Rajkot Municipal Corporation | India | South and West Asia | 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 | ICLEI ACCCRN Process Toolkit (regional - Southeast Asia) | 07/16/2021 01:47:15 | ||
| 125232 | Cities 2020 | 2020 | 43932 | Auckland Council | New Zealand | Southeast Asia and Oceania | 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 | 3 | High | 07/16/2021 01:47:15 | |||
| 125233 | Cities 2020 | 2020 | 834313 | Municipality of Tópaga | Colombia | Latin America | Opportunities | Finance and Economic Opportunities | 6.7 | Has your city received/secured funding for any low carbon projects (e.g. energy efficiency, renewable energy, low emission vehicles, bus rapid transit, waste management) or climate adaptation projects from a development bank (e.g. World Bank, Asian Development Bank, etc.)? | 2 | Comment | 1 | Funding received/secured | Question not applicable | 07/16/2021 01:47:15 | ||
| 125234 | Cities 2020 | 2020 | 35475 | City of Calgary | Canada | 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 | 5 | Project structuring | 07/16/2021 01:47:15 | |||
| 125235 | Cities 2020 | 2020 | 59537 | City of Denton, TX | United States of America | North America | Introduction | 0.2 | If you have not previously submitted your Letter of Commitment to the Global Covenant of Mayors, either through the relevant regional covenant or through the Global Covenant secretariat, please attach the letter signed by an appropriately mandated official (e.g. Mayor, City Council) to this question. | 0 | 0 | Question not applicable | 07/16/2021 01:47:15 | |||||
| 125236 | Cities 2020 | 2020 | 54348 | The Local Government of Quezon City | Philippines | Southeast Asia and Oceania | 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 | 2 | 1. Quezon City acknowledges that the topic of climate change mitigation and adaptation must also be conveyed to and properly communicated to the informal sector to capacitate them to respond to the needs of climate change.2. It is assumed that the poverty threshold of the whole National Capital Region is the same as that of the city with a poverty threshold computed at PhP 10,420.00. Income distribution of the richest decile and poorest decile remain wide.3. With the growing population coupled with high in-migration rate, adequate local employment and sustainable livelihood provisions cannot cope with the growing demand for jobs. | 07/16/2021 01:47:15 | |||
| 125237 | Cities 2020 | 2020 | 50578 | City of Windsor | 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. | 5 | Means of implementation | 60 | Awareness raising program or campaign | 07/16/2021 01:47:15 | |||
| 125238 | Cities 2020 | 2020 | 849044 | Villa Amelia | Argentina | 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? | 2 | Comment | 3 | City pension fund board | Question not applicable | 07/16/2021 01:47:15 | ||
| 125239 | Cities 2020 | 2020 | 54124 | City of Fremont | 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 | ||
| 125240 | Cities 2020 | 2020 | 58668 | City of New Bedford, MA | United States of America | North America | 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 | 07/16/2021 01:47:15 | ||
| 125241 | Cities 2020 | 2020 | 834278 | Municipality of Resistencia | 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. | 4 | Status of action | 6 | Implementation | 07/16/2021 01:47:15 | |||
| 125242 | Cities 2020 | 2020 | 54388 | Iskandar Regional Development Authority | Malaysia | Southeast Asia and Oceania | 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 | Persons with disabilities | 07/16/2021 01:47:15 | |||
| 125243 | Cities 2020 | 2020 | 840313 | Municipalidad Cerro Navia | Chile | Latin 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'. | 8 | Total cost of project | 1 | 07/16/2021 01:47:15 | ||||
| 125244 | Cities 2020 | 2020 | 840269 | Town of Whitby, ON | 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. | 5 | Means of implementation | 6 | Capacity building and training activities | 07/16/2021 01:47:15 | |||
| 125245 | Cities 2020 | 2020 | 60633 | La mairie de Bujumbura | Burundi | 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. | 3 | Current probability of hazard | 11 | Medium | 07/16/2021 01:47:15 | |||
| 125246 | Cities 2020 | 2020 | 60339 | Prefeitura de Anapolis | Brazil | 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. | 5 | Means of implementation | 1 | Development and implementation of action plan | 07/16/2021 01:47:15 | |||
| 125247 | Cities 2020 | 2020 | 59631 | City of San Leandro, CA | 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. | 8 | Action description and implementation progress | 3 | Heat mapping with State tools such as Cal-Adapt currently in use | 07/16/2021 01:47:15 | |||
| 125248 | Cities 2020 | 2020 | 839650 | Ayuntamiento de Uriangato | 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? | 5 | Jointly engaging businesses (e.g. encouraging businesses to go green, strategy consultations) | 1 | Working togehter | Question not applicable | 07/16/2021 01:47:15 | ||
| 125249 | Cities 2020 | 2020 | 31166 | Jakarta City Government | Indonesia | Southeast Asia and Oceania | 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 | Flood and sea level rise > Coastal flood | 07/16/2021 01:47:15 | |||
| 125250 | Cities 2020 | 2020 | 43910 | City of Columbus | United States of America | North America | 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? | 14 | No | 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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