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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 300951 | Cities 2021 | 2021 | 862956 | Inashiki City | Japan | East Asia | 3. Adaptation | Adaptation Actions | 3.1 | Describe how your city identified and prioritized adaptation actions to implement. | 2 | Comment | 1 | Identifying and prioritizing adaptation actions | Question not applicable | 01/20/2022 02:27:05 | ||
| 300952 | Cities 2021 | 2021 | 11315 | City of Manchester | United Kingdom of Great Britain and Northern Ireland | 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 | 7 | Increased resource demand | 01/20/2022 02:27:05 | |||
| 300953 | Cities 2021 | 2021 | 59633 | City of Santa Cruz, CA | 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) | 1 | 01/20/2022 02:27:05 | ||||
| 300954 | Cities 2021 | 2021 | 54617 | Alcaldia de Pereira | Colombia | Latin 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 | |||
| 300955 | Cities 2021 | 2021 | 60114 | Miasto Gdynia | Poland | 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. | 6 | Most relevant assets / services affected overall | 4 | Environment, biodiversity, forestry | 01/20/2022 02:27:05 | |||
| 300956 | Cities 2021 | 2021 | 848409 | Lince | Peru | 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 | Marginalized groups | 01/20/2022 02:27:05 | |||
| 300957 | Cities 2021 | 2021 | 54111 | City of Iowa City, IA | United States of America | North America | 6. Opportunities | Collaboration | 6.2a | Please provide some key examples of how your city collaborates with business and/or industries in the table below. | 2 | Type of collaboration | 2 | Technical assistance | 01/20/2022 02:27:05 | |||
| 300958 | Cities 2021 | 2021 | 834251 | Municipality of Coronel Dominguez | Argentina | 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. | 7 | Sectors/areas adaptation action applies to | 6 | Transport (Mobility) | 01/20/2022 02:27:05 | |||
| 300959 | Cities 2021 | 2021 | 44299 | Dangjin City | Republic of Korea | 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. | 14 | Web link | 1 | 01/20/2022 02:27:05 | ||||
| 300960 | Cities 2021 | 2021 | 1499 | Ajuntament de Barcelona | Spain | Europe | 6. Opportunities | Finance and Economic Opportunities | 6.11 | Does your city have its own credit rating? | 4 | If you do not have a credit rating, please provide more details on why and what steps you are taking to get one | 2 | Domestic | 01/20/2022 02:27:05 | |||
| 300961 | Cities 2021 | 2021 | 60387 | Alcaldía de Sincelejo | 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. | 6 | Most relevant assets / services affected overall | 8 | Environment, biodiversity, forestry | 01/20/2022 02:27:05 | |||
| 300962 | Cities 2021 | 2021 | 848145 | Ciudad Madero | Mexico | Latin America | 0. Introduction | City Details | 0.5 | Please provide details of your city’s current population. Report the population in the year of your reported inventory, if possible. | 2 | Current population year | 1 | Please complete | 2020 | 01/20/2022 02:27:05 | ||
| 300963 | Cities 2021 | 2021 | 68378 | Municipalidad de Santiago de Surco | Peru | 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. | 4 | Current magnitude of hazard | 1 | Medium Low | 01/20/2022 02:27:05 | |||
| 300964 | Cities 2021 | 2021 | 18078 | Swale Borough Council | United Kingdom of Great Britain and Northern Ireland | Europe | 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 | |||
| 300965 | Cities 2021 | 2021 | 57509 | Prefeitura de Niterói | 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. | 3 | Action title | 3 | Plano de Mitigação e Adaptação à Mudanças Climáticas | 01/20/2022 02:27:05 | |||
| 300966 | Cities 2021 | 2021 | 60370 | Alcaldía de Cúcuta | Colombia | 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 | Biological hazards > Air-borne disease | 01/20/2022 02:27:05 | |||
| 300967 | Cities 2021 | 2021 | 60410 | Municipalidad de Peñalolén | Chile | 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 | 3 | Extreme hot temperature > Heat wave | 01/20/2022 02:27:05 | |||
| 300968 | Cities 2021 | 2021 | 840923 | Prefeitura de Nova Santa Rita | 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. | 2 | Did this hazard significantly impact your city before 2021? | 2 | Yes | 01/20/2022 02:27:05 | |||
| 300969 | Cities 2021 | 2021 | 826427 | Município de Valongo | Portugal | Europe | 0. Introduction | 0.1 | Please give a general description and introduction to your city including your city’s reporting boundary in the table below. | 2 | Description of city | 1 | Please complete | O concelho de Valongo localiza-se na região Norte de Portugal Continental, integra, a nível municipal, a Divisão Territorial NUTS lll – Grande Porto, juntamente com Espinho, Gondomar, Maia, Matosinhos, Porto, Póvoa de Varzim, Vila do Conde e Vila Nova de Gaia. Fazendo parte também da Área Metropolitana do Porto (AMP), que engloba, para além dos concelhos anteriormente referidos, Arouca, Oliveira de Azeméis, Paredes, Santa Maria da Feira, Santo Tirso, S. João da Madeira, Trofa e Vale de Cambra, num total de dezassete concelhos.Na sequência da reorganização administrativa do território relativamente às freguesias, e em conformidade com a Lei n.º 11-A/2013, de 28 de janeiro, foi criada uma freguesia por agregação, no concelho de Valongo, o qual é atualmente constituído por quatro freguesias: Alfena, Ermesinde, União das Freguesias de Campo e Sobrado e Valongo, sendo esta última, sede do concelho. Valongo é delimitado pelos concelhos de Santo Tirso, Paços de Ferreira, Paredes, Gondomar e Maia.A criação do concelho de Valongo remonta a 1836. Valongo localiza-se na região Norte de Portugal, no Distrito do Porto, pertencendo ao conjunto de municípios que constituem a Área Metropolitana do Porto. Tem uma área geográfica de 75,7 Km2, na qual residem, de acordo com os dados disponibilizados pela PORDATA- base de dados de Portugal contemporâneo, 97444 habitantes, população referente a 2019.Valongo conta com uma vasta história e com diversos marcos na paisagem, que o caracteriza e o define como um território único. No sentido de homenagear e divulgar esta rica identidade, foram criadas as logomarcas do município de Valongo, representando o património religioso, a lousa, o brinquedo, os bugios e mourisqueiros, a regueifa e o biscoito e as serras. | Logomarcas_valongo.png | 01/20/2022 02:27:05 | ||
| 300970 | Cities 2021 | 2021 | 1093 | City of Atlanta, GA | 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. | 7 | Sectors/areas adaptation action applies to | 3 | 01/20/2022 02:27:05 | ||||
| 300971 | Cities 2021 | 2021 | 58671 | Helsingør Kommune | Denmark | Europe | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 6 | Co-benefit area | 6 | Enhanced resilience | 01/20/2022 02:27:05 | |||
| 300972 | Cities 2021 | 2021 | 60394 | Gobierno Autónomo Municipal de Tarija | Bolivia (Plurinational State of) | 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. | 3 | Current probability of hazard | 7 | Medium High | 01/20/2022 02:27:05 | |||
| 300973 | Cities 2021 | 2021 | 826211 | Junta Intermunicipal de Medio Ambiente Altos Sur (JIAS) | 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. | 6 | Most relevant assets / services affected overall | 1 | Food & agriculture | 01/20/2022 02:27:05 | |||
| 300974 | Cities 2021 | 2021 | 43907 | City of Indianapolis, IN | 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. | 4 | Status of action | 1 | Implementation | 01/20/2022 02:27:05 | |||
| 300975 | Cities 2021 | 2021 | 14088 | Oslo kommune | Norway | Europe | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 2 | Action | 9 | Campaign and awareness building | 01/20/2022 02:27:05 | |||
| 300976 | Cities 2021 | 2021 | 54105 | City of Duluth, MN | United States of America | North America | 6. Opportunities | Climate Action Planning | 6.13 | How many people within your city are employed in green jobs/industries? | 4 | Comment | 1 | Green jobs/industries | Question not applicable | 01/20/2022 02:27:05 | ||
| 300977 | Cities 2021 | 2021 | 55372 | Prefeitura Municipal de Canoas | Brazil | Latin America | 1. Governance and Data Management | Governance | 1.1 | Please attach the letter from your city’s Mayor requesting the relevant local government department to participate in the Green Climate Cities (GCC) program. | 0 | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 300978 | Cities 2021 | 2021 | 60906 | Municipalidad de Vitacura | Chile | 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. | 3 | Action title | 5 | 01/20/2022 02:27:05 | ||||
| 300979 | Cities 2021 | 2021 | 848145 | Ciudad Madero | 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. | 14 | Web link | 3 | 01/20/2022 02:27:05 | ||||
| 300980 | Cities 2021 | 2021 | 31175 | Ville de Paris | France | Europe | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 6 | Co-benefit area | 15 | Enhanced climate change adaptation | 01/20/2022 02:27:05 | |||
| 300981 | Cities 2021 | 2021 | 54078 | City of Hayward, CA | United States of America | North America | 1. Governance and Data Management | Governance | 1.0 | Please detail sustainability goals and targets (e.g. GHG reductions) that are incorporated into your city’s master plan and describe how these are addressed in the table below. | 2 | Description | 10 | Strategic Roadmap: Combat Climate Change Priority: Complete Shoreline Master Plan: a. Complete EIR for Shoreline Master Plan. https://www.hayward-ca.gov/content/hayward-strategic-roadmap | 01/20/2022 02:27:05 | |||
| 300982 | Cities 2021 | 2021 | 31177 | Salt Lake City, UT | United States of America | North America | 1. Governance and Data Management | Governance | 1.4 | Please list the stakeholder engagement activities for each relevant stakeholder group. | 2 | Role in the GCC program | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 300983 | Cities 2021 | 2021 | 35863 | eThekwini Municipality | South Africa | Africa | 3. Adaptation | Adaptation Goals | 3.3 | Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal. | 6 | Select the initiatives related to this adaptation goal that your city has committed to | 6 | Race To Resilience | 01/20/2022 02:27:05 | |||
| 300984 | Cities 2021 | 2021 | 863001 | Puerto Varas | 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. | 7 | Please identify which vulnerable populations are affected | 3 | Low-income households | 01/20/2022 02:27:05 | |||
| 300985 | Cities 2021 | 2021 | 54328 | City of Niigata | Japan | East Asia | 0. Introduction | City Details | 0.5 | Please provide details of your city’s current population. Report the population in the year of your reported inventory, if possible. | 3 | Projected population | 1 | Please complete | 01/20/2022 02:27:05 | |||
| 300986 | Cities 2021 | 2021 | 31155 | City of Buenos Aires | Argentina | Latin America | 6. Opportunities | Finance and Economic Opportunities | 6.7 | Has your city received/secured funding for any climate projects (e.g. energy efficiency, renewable energy, low emission vehicles, waste management, flood defence etc.) from an International Financial Institution (e.g. World Bank, Asian Development Bank, etc.)? | 1 | Funding received/secured for low carbon projects or climate adaptation | 1 | Funding received/secured | Yes | 01/20/2022 02:27:05 | ||
| 300987 | Cities 2021 | 2021 | 60003 | Baguio City | Philippines | Southeast Asia and Oceania | 6. Opportunities | Finance and Economic Opportunities | 6.11 | Does your city have its own credit rating? | 3 | Rating | 2 | Domestic | 01/20/2022 02:27:05 | |||
| 300988 | Cities 2021 | 2021 | 60274 | Prefeitura de Cruzeiro do Sul | Brazil | Latin America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 6 | Most relevant assets / services affected overall | 1 | Water supply & sanitation | 01/20/2022 02:27:05 | |||
| 300989 | Cities 2021 | 2021 | 31182 | City of San Francisco, CA | United States of America | North America | 3. Adaptation | Adaptation Planning | 3.2a | Please provide more information on your plan that addresses climate change adaptation and/or resilience and attach the document. Please provide details on the boundary of your plan, and where this differs from your city’s boundary, please provide an explanation. | 3 | Sectors/areas covered by plan that addresses climate change adaptation | 2 | Business and Financial Service | The Hazards and Climate Resilience Plan is not attached because it is too large (exceeds 30MB). Please see the link to the file in the description. | 01/20/2022 02:27:05 | ||
| 300990 | Cities 2021 | 2021 | 44210 | Yeosu City | Republic of Korea | East Asia | 3. Adaptation | Adaptation Goals | 3.3 | Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal. | 6 | Select the initiatives related to this adaptation goal that your city has committed to | 8 | Declaring Climate Emergency | 01/20/2022 02:27:05 | |||
| 300991 | Cities 2021 | 2021 | 59538 | City of Mississauga, ON | Canada | North America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 4 | Current magnitude of hazard | 6 | Medium High | 01/20/2022 02:27:05 | |||
| 300992 | Cities 2021 | 2021 | 35863 | eThekwini Municipality | South Africa | Africa | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 6 | Most relevant assets / services affected overall | 2 | Residential | 01/20/2022 02:27:05 | |||
| 300993 | Cities 2021 | 2021 | 31090 | District of Columbia, DC | 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. | 1 | Climate Hazards | 3 | Extreme hot temperature > Extreme hot days | 01/20/2022 02:27:05 | |||
| 300994 | Cities 2021 | 2021 | 840208 | Botkyrka kommun | Sweden | 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. | 3 | Identify the climate hazards most significantly impacting the selected areas | 1 | Mass movement > Landslide | 01/20/2022 02:27:05 | |||
| 300995 | Cities 2021 | 2021 | 839649 | Ayuntamiento de Centro | Mexico | Latin America | 2. 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 | 01/20/2022 02:27:05 | ||
| 300996 | Cities 2021 | 2021 | 35859 | City of Cleveland, OH | United States of America | North America | 6. Opportunities | Finance and Economic Opportunities | 6.5 | List any mitigation, adaptation, water related or resilience projects you have planned within your city for which you hope to attract financing and provide details on the estimated costs and status of the project. If your city does not have any relevant projects, please select 'No relevant projects' under 'Project Area'. | 5 | Financing model identified | 1 | Do not know | 01/20/2022 02:27:05 | |||
| 300997 | Cities 2021 | 2021 | 841154 | Municipalidad de Independencia (Peru) | Peru | Latin America | 2. Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0b | Please attach and provide details on your climate change risk and vulnerability assessment. Please provide details on the boundary of your assessment, and where this differs from your city’s boundary, please provide an explanation. | 3 | Year of publication or approval from local government | 0 | 01/20/2022 02:27:05 | ||||
| 300998 | Cities 2021 | 2021 | 834299 | Musashino City | Japan | East Asia | 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. | 14 | Update/revision process in place for the Adaptation Plan | 1 | Question not applicable | 01/20/2022 02:27:05 | |||
| 300999 | Cities 2021 | 2021 | 35886 | Comune di Torino | Italy | Europe | 6. Opportunities | Climate Action Planning | 6.13 | How many people within your city are employed in green jobs/industries? | 2 | If you measure green jobs in your city, please also indicate if you analyze demographic variables | 1 | Green jobs/industries | Question not applicable | 01/20/2022 02:27:05 | ||
| 301000 | Cities 2021 | 2021 | 31173 | Comune di Milano | Italy | Europe | 6. Opportunities | Finance and Economic Opportunities | 6.5 | List any mitigation, adaptation, water related or resilience projects you have planned within your city for which you hope to attract financing and provide details on the estimated costs and status of the project. If your city does not have any relevant projects, please select 'No relevant projects' under 'Project Area'. | 3 | Stage of project development | 1 | Implementation | 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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