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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 141351 | Cities 2021 | 2021 | 31170 | Metropolitan Municipality of Lima | Peru | 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. | 5 | Does this goal align with a requirement from a higher level of government? | 2 | 01/20/2022 02:27:05 | ||||
| 141352 | Cities 2021 | 2021 | 49333 | City of Louisville, KY | United States of America | North America | 0. Introduction | City Details | 0.3 | Please provide information about your city’s Mayor or equivalent legal representative authority in the table below. | 3 | Current term end year | 1 | Please complete | 2022 | 01/20/2022 02:27:05 | ||
| 141353 | Cities 2021 | 2021 | 54110 | City of Santa Monica, CA | United States of America | North America | 6. 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 | 01/20/2022 02:27:05 | ||||
| 141354 | Cities 2021 | 2021 | 840269 | Town of Whitby, ON | Canada | North America | 6. Opportunities | Collaboration | 6.4 | Describe how your local/regional government collaborates and coordinates vertically (higher levels of government) on climate action. | 0 | 0 | The development of the Durham Community Energy Plan (DCEP) involved three distinct stages: an engagement process with targeted stakeholders; the preparation of a baseline energy and emissions inventory; and technical analysis, modelling and plan development process. The DCEP envisions that the required capital will be mobilized from a variety of sources including the public and private sectors. The public sector has three key roles in overcoming these barriers to enable the implementation of the DCEP:1 Identify the implementation strategies that maximize social benefits;2 Create enabling conditions for private sector participation, for those cases in which participation maximizes social benefit; and3 Provide support or directly deliver those actions which are not delivered by the private sector. For its collaborative projects within the Durham Climate Adaptation, Durham Community Energy Plan, EV Charging Station Joint Venture and Durham Home Energy Savings Program, the Region will lean on funding and resource opportunities from the Federal Government. | 01/20/2022 02:27:05 | ||||
| 141355 | Cities 2021 | 2021 | 60393 | Municipalidad de Santiago | Chile | Latin America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 2 | Did this hazard significantly impact your city before 2021? | 1 | Yes | 01/20/2022 02:27:05 | |||
| 141356 | Cities 2021 | 2021 | 834083 | City of Eau Claire, WI | United States of America | North America | 1. Governance and Data Management | Governance | 1.6 | Please provide information on the overall impact of COVID-19 on climate action in your city. | 1 | Impact of COVID-19 on climate action in your city | 1 | Response | Other, please specify | 01/20/2022 02:27:05 | ||
| 141357 | Cities 2021 | 2021 | 60369 | Alcaldía Municipal de Armenia | Colombia | Latin America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 12 | Please describe the impacts experienced so far, and how you expect the hazard to impact in the future | 1 | los fuertes vientos han generado impacto sobre la infraestructura urbana y a su vez a las fuentes hidricas toda vez que al sufrir daños las viviendas todos los residuos resultantes se depositan sobre las aguas y quebradas de la ciudad, igualmente al afectarse las redes de servicios públicos , los alimentos y residuos se volcan hacia las fuentes hidricas | 01/20/2022 02:27:05 | |||
| 141358 | Cities 2021 | 2021 | 35856 | Busan Metropolitan City | Republic of Korea | East Asia | 1. Governance and Data Management | Governance | 1.4 | Please list the stakeholder engagement activities for each relevant stakeholder group. | 5 | Please attach stakeholder engagement and communication plan | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 141359 | Cities 2021 | 2021 | 860640 | Junta Intermunicipal de Medio Ambiente Altos Norte (JIAN) | Mexico | Latin America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 5 | Social impact of hazard overall | 1 | Migration from rural areas to cities | 01/20/2022 02:27:05 | |||
| 141360 | Cities 2021 | 2021 | 31114 | City of Sydney | 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. | 7 | Please identify which vulnerable populations are affected | 4 | Low-income households | 01/20/2022 02:27:05 | |||
| 141361 | Cities 2021 | 2021 | 54611 | Alcaldia de Manizales | Colombia | Latin America | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 13 | Total cost provided by the majority funding source (currency) | 3 | 135000000000 | 01/20/2022 02:27:05 | |||
| 141362 | Cities 2021 | 2021 | 31184 | Prefeitura de São Paulo | 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 | ||
| 141363 | Cities 2021 | 2021 | 69848 | Municipio de Loja | Ecuador | Latin America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 7 | Please identify which vulnerable populations are affected | 2 | Persons living in sub-standard housing | 01/20/2022 02:27:05 | |||
| 141364 | Cities 2021 | 2021 | 35864 | Ekurhuleni Metropolitan Municipality | South Africa | Africa | 6. Opportunities | Finance and Economic Opportunities | 6.5 | List any mitigation, adaptation, water related or resilience projects you have planned within your city for which you hope to attract financing and provide details on the estimated costs and status of the project. If your city does not have any relevant projects, please select 'No relevant projects' under 'Project Area'. | 6 | Identified financing model description | 3 | 01/20/2022 02:27:05 | ||||
| 141365 | Cities 2021 | 2021 | 50367 | Ayuntamiento de Culiacán | Mexico | Latin America | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 5 | Means of implementation | 5 | Awareness raising program or campaign | 01/20/2022 02:27:05 | |||
| 141366 | Cities 2021 | 2021 | 863086 | Embu City | Kenya | Africa | 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 | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 141367 | Cities 2021 | 2021 | 839668 | Municipio de Iztapa | Guatemala | 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. | 2 | Climate hazards that adaptation goal addresses | 1 | Water Scarcity > Drought | 01/20/2022 02:27:05 | |||
| 141368 | Cities 2021 | 2021 | 44205 | Gwangmyeong City | Republic of Korea | East Asia | 6. Opportunities | Collaboration | 6.2a | Please provide some key examples of how your city collaborates with business and/or industries in the table below. | 3 | Description of collaboration | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 141369 | Cities 2021 | 2021 | 50578 | City of Windsor, 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. | 6 | Co-benefit area | 36 | Disaster preparedness | 01/20/2022 02:27:05 | |||
| 141370 | Cities 2021 | 2021 | 834403 | Municipality of San Martín de los Andes | Argentina | 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. | 5 | Does this goal align with a requirement from a higher level of government? | 1 | No | 01/20/2022 02:27:05 | |||
| 141371 | Cities 2021 | 2021 | 834157 | Hang Tuah Jaya Municipal Council | Malaysia | Southeast Asia and Oceania | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.3a | Please report on how climate change impacts health outcomes and health services in your city. | 5 | Timescale of climate-related issues for the selected health area | 0 | 01/20/2022 02:27:05 | ||||
| 141372 | Cities 2021 | 2021 | 827048 | Zhenjiang Municipal People's Government | 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. | 7 | Sectors/areas adaptation action applies to | 7 | Business and Financial Service | 01/20/2022 02:27:05 | |||
| 141373 | Cities 2021 | 2021 | 50674 | Município de Viseu | 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. | 11 | When do you first expect to experience those changes in frequency and intensity? | 2 | Long-term (after 2050) | 01/20/2022 02:27:05 | |||
| 141374 | Cities 2021 | 2021 | 54305 | Rajkot Municipal Corporation | India | South and West Asia | 1. Governance and Data Management | Governance | 1.4 | Please list the stakeholder engagement activities for each relevant stakeholder group. | 3 | Name of the engagement activities | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 141375 | Cities 2021 | 2021 | 58668 | City of New Bedford, MA | United States of America | North America | 6. Opportunities | Collaboration | 6.2 | Does your city collaborate in partnership with businesses and/or industries in your city on sustainability projects? | 0 | 0 | Yes | 01/20/2022 02:27:05 | ||||
| 141376 | Cities 2021 | 2021 | 73757 | Sukabumi City | Indonesia | 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. | 4 | Status of action | 2 | 01/20/2022 02:27:05 | ||||
| 141377 | Cities 2021 | 2021 | 50378 | Municipalidad de San José | Costa Rica | 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'. | 6 | Identified financing model description | 3 | Partida presupuestaria municipal | 01/20/2022 02:27:05 | |||
| 141378 | Cities 2021 | 2021 | 43930 | Gemeente Den Haag | Netherlands | Europe | 2. Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0 | Has a climate change risk and vulnerability assessment been undertaken for your city? | 0 | 0 | Yes | 01/20/2022 02:27:05 | ||||
| 141379 | Cities 2021 | 2021 | 73762 | Malang City | Indonesia | 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. | 1 | Climate hazards | 1 | Question not applicable | 01/20/2022 02:27:05 | |||
| 141380 | Cities 2021 | 2021 | 31051 | Coventry City Council | United Kingdom of Great Britain and Northern Ireland | Europe | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.2 | Please identify and describe the factors that most greatly affect your city’s ability to adapt to climate change and indicate how those factors either support or challenge this ability. | 4 | Please describe how the factor supports or challenges the adaptive capacity of your city | 12 | Current policies are challenging as we cannot impose any requirements for new builds on renewable energy. We have also faced pushback from major developers. | 01/20/2022 02:27:05 | |||
| 141381 | Cities 2021 | 2021 | 834232 | Municipality of Caldas | Colombia | Latin America | 0. Introduction | City Details | 0.3 | Please provide information about your city’s Mayor or equivalent legal representative authority in the table below. | 3 | Current term end year | 1 | Please complete | 2023 | 01/20/2022 02:27:05 | ||
| 141382 | Cities 2021 | 2021 | 31158 | Hanoi City | Viet Nam | Southeast Asia and Oceania | 1. Governance and Data Management | Governance | 1.2 | Please list the local government departments involved in the GCC program and its role. | 1 | Name of the department | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 141383 | Cities 2021 | 2021 | 35887 | Ajuntament de València | Spain | Europe | 3. Adaptation | Adaptation Goals | 3.3 | Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal. | 7 | Comment | 7 | En el Plan de Acción/Fichas de acciones se encuentra mucho más detallado, así como en el Plan de Adaptación. Concretamente, en el adjunto de las fichas de acciones se puede observar todas las acciones dedicadas a la parte de adaptación del Plan de Acción, tanto a corto como a largo plazo que se darán en el municipio de Valencia. Sin embargo, estas acciones no se encuentran divididas según estas metas, sino que están todas separadas. Ello no es indicativo de que no existan medidas concretas para dicha meta, todo lo contrario, existe, solo que no se encuentra clasificado en metas. | 01/20/2022 02:27:05 | |||
| 141384 | Cities 2021 | 2021 | 20113 | City of Vancouver, BC | Canada | North America | 1. Governance and Data Management | Governance | 1.4 | Please list the stakeholder engagement activities for each relevant stakeholder group. | 4 | Aim of the engagement activities | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 141385 | Cities 2021 | 2021 | 54538 | Bath and North East Somerset | United Kingdom of Great Britain and Northern Ireland | Europe | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.3a | Please report on how climate change impacts health outcomes and health services in your city. | 4 | Identify the climate-related health issues faced by your city | 1 | Exacerbation of Non-Communicable Disease Symptoms (e.g. respiratory disease, cardiovascular disease, renal disease) | 01/20/2022 02:27:05 | |||
| 141386 | Cities 2021 | 2021 | 54034 | City of Grand Rapids, MI | United States of America | North America | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 13 | Total cost provided by the majority funding source (currency) | 2 | 01/20/2022 02:27:05 | ||||
| 141387 | Cities 2021 | 2021 | 863156 | Nongsamrong City | Thailand | Southeast Asia and Oceania | 6. Opportunities | Finance and Economic Opportunities | 6.5 | List any mitigation, adaptation, water related or resilience projects you have planned within your city for which you hope to attract financing and provide details on the estimated costs and status of the project. If your city does not have any relevant projects, please select 'No relevant projects' under 'Project Area'. | 4 | Status of financing | 3 | Project not funded and seeking partial funding | 01/20/2022 02:27:05 | |||
| 141388 | Cities 2021 | 2021 | 859185 | Minamioguni Town | Japan | East Asia | 1. Governance and Data Management | Governance | 1.2 | Please list the local government departments involved in the GCC program and its role. | 4 | Attach awareness raising and capacity building plan for the municipal staff | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 141389 | Cities 2021 | 2021 | 35860 | City of Dallas, TX | 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. | 8 | Future change in frequency | 5 | Increasing | 01/20/2022 02:27:05 | |||
| 141390 | Cities 2021 | 2021 | 58564 | Chiayi 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. | 12 | Total cost provided by the local government (currency) | 2 | 2860162 | 01/20/2022 02:27:05 | |||
| 141391 | Cities 2021 | 2021 | 54113 | City of Flagstaff, AZ | United States of America | North America | 3. Adaptation | Adaptation Goals | 3.3 | Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal. | 2 | Climate hazards that adaptation goal addresses | 17 | 01/20/2022 02:27:05 | ||||
| 141392 | Cities 2021 | 2021 | 826446 | City of Bradford | United Kingdom of Great Britain and Northern Ireland | 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? | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 141393 | Cities 2021 | 2021 | 50391 | Prefeitura de Manaus | 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. | 5 | Social impact of hazard overall | 2 | Population displacement | 01/20/2022 02:27:05 | |||
| 141394 | Cities 2021 | 2021 | 35912 | Surat 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. | 2 | Action | 43 | Restrict development in at risk areas | 01/20/2022 02:27:05 | |||
| 141395 | Cities 2021 | 2021 | 31173 | Comune di Milano | Italy | 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. | 5 | Social impact of hazard overall | 10 | 01/20/2022 02:27:05 | ||||
| 141396 | Cities 2021 | 2021 | 50555 | City of Hamilton, ON | Canada | North America | 6. Opportunities | Finance and Economic Opportunities | 6.9 | Has your city taken steps to decarbonize the investments held by the city retirement funds and/or municipal investments, e.g. by making a commitment to divest from fossil fuels and/or increase sustainable investments? | 2 | Please provide more details about how your city is taking steps to decarbonize the investments | 2 | Investments held by the city retirement funds, e.g. by making a commitment to divest from fossil fuels and/or increase sustainable investments? | Question not applicable | 01/20/2022 02:27:05 | ||
| 141397 | Cities 2021 | 2021 | 43975 | Municipalidad de Magdalena del Mar | Peru | Latin America | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 1 | Climate hazards | 3 | Flood and sea level rise > Coastal flood | 01/20/2022 02:27:05 | |||
| 141398 | Cities 2021 | 2021 | 54700 | Prefeitura Municipal de Sumaré | Brazil | Latin America | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 10 | Majority funding source | 1 | Other, please specify: Os custos são assumidos pelo proprietário do lava-jato | 01/20/2022 02:27:05 | |||
| 141399 | Cities 2021 | 2021 | 17411 | Southend on Sea Borough Council | United Kingdom of Great Britain and Northern Ireland | 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. | 5 | Year of adoption of adaptation plan by local government | 4 | 2017 | 01/20/2022 02:27:05 | |||
| 141400 | Cities 2021 | 2021 | 54617 | Alcaldia de Pereira | Colombia | Latin America | 3. Adaptation | Adaptation Planning | 3.2a | Please provide more information on your plan that addresses climate change adaptation and/or resilience and attach the document. Please provide details on the boundary of your plan, and where this differs from your city’s boundary, please provide an explanation. | 1 | Publication title and attach the document | 1 | Estrategia de Adaptación a la Variabilidad y al Cambio Climático (EMAVCC) del municipio de Pereira | Decreto Municipal 617 de 2018 EMAVCC..pdf, DTS_Estrategia Municipal de Adaptacion a la Variabilidad y al Cambio Climatico.pdf | 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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