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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 278101 | Cities 2021 | 2021 | 50362 | Municipalidad de Concepción | 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. | 13 | Total cost provided by the majority funding source (currency) | 4 | 01/20/2022 02:27:05 | ||||
| 278102 | Cities 2021 | 2021 | 2185 | Bristol City Council | United Kingdom of Great Britain and Northern Ireland | 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. | 14 | Web link | 3 | 01/20/2022 02:27:05 | ||||
| 278103 | Cities 2021 | 2021 | 50203 | Gaziantep Metropolitan Municipality | Turkey | 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. | 3 | Level of degree to which factor challenges/supports the adaptive capacity of your city | 2 | Moderately challenges | 01/20/2022 02:27:05 | |||
| 278104 | Cities 2021 | 2021 | 44185 | Suwon 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. | 11 | Total cost of the project (currency) | 2 | 6460000000 | 01/20/2022 02:27:05 | |||
| 278105 | Cities 2021 | 2021 | 54113 | City of Flagstaff, AZ | 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 | 6 | As specified in the Flagstaff Climate Action and Adaptation Plan (2018):The City's Renewable Energy Target is:- 100% renewable energy use for the municipality by 2025.The City's Renewable Energy Targets for the community are:- 18% by 2025- 35% by 2030- 68% by 2040- 100% renewable energy use for the community by 2050. | 01/20/2022 02:27:05 | |||
| 278106 | Cities 2021 | 2021 | 36223 | Antananarivo | Madagascar | 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. | 7 | Please identify which vulnerable populations are affected | 3 | Other, please specify: les personnes qui habitent dans les zones favorables , ayant souvent un faible revenus. | 01/20/2022 02:27:05 | |||
| 278107 | Cities 2021 | 2021 | 832509 | Slough Borough Council | United Kingdom of Great Britain and Northern Ireland | Europe | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1a | Have you identified the most vulnerable geographic areas in your city? | 2 | Describe the methodology or process to identify these most vulnerable areas (e.g. mapping hotspots) | 1 | Vulnerable geographic areas | Question not applicable | 01/20/2022 02:27:05 | ||
| 278108 | Cities 2021 | 2021 | 50713 | Chuncheon City | Republic of Korea | East Asia | 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. | 8 | Areas/sectors covered by the risk and vulnerability assessment | 2 | Education | 01/20/2022 02:27:05 | |||
| 278109 | Cities 2021 | 2021 | 54337 | Greater Amman Municipality | Jordan | Middle East | 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 | 3 | Infrastructure development | 01/20/2022 02:27:05 | |||
| 278110 | Cities 2021 | 2021 | 859164 | Sanyo-Onoda City | Japan | East Asia | 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 | 0 | 01/20/2022 02:27:05 | ||||
| 278111 | Cities 2021 | 2021 | 31117 | City of Toronto, ON | Canada | North America | 6. 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 | 3 | Development of climate change resiliency projects | 01/20/2022 02:27:05 | |||
| 278112 | Cities 2021 | 2021 | 59985 | City of Puerto Princesa | Philippines | 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 | 3 | Low-income households | 01/20/2022 02:27:05 | |||
| 278113 | Cities 2021 | 2021 | 36285 | Comune di Firenze | Italy | 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. | 4 | Climate hazards factored into plan that addresses climate change adaptation | 2 | Flood and sea level rise > River flood | 01/20/2022 02:27:05 | |||
| 278114 | Cities 2021 | 2021 | 834339 | Odawara City | Japan | East Asia | 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 | 01/20/2022 02:27:05 | |||
| 278115 | Cities 2021 | 2021 | 36277 | Comune di Cosenza | Italy | 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. | 12 | Total cost provided by the local government (currency) | 2 | 01/20/2022 02:27:05 | ||||
| 278116 | Cities 2021 | 2021 | 50361 | Ayuntamiento de Hermosillo | 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. | 6 | Co-benefit area | 20 | Enhanced resilience | 01/20/2022 02:27:05 | |||
| 278117 | Cities 2021 | 2021 | 54510 | Umeå kommun | Sweden | Europe | 2. 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? | 1 | Response | 1 | Climate exposure scenarios | Question not applicable | 01/20/2022 02:27:05 | ||
| 278118 | Cities 2021 | 2021 | 50367 | Ayuntamiento de Culiacán | Mexico | 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. | 11 | Describe the synergies, trade-offs, and co-benefits of this interaction | 1 | El proceso de urbanización que ha presentado Culiacán en los últimos años, ha producido una acelerada reducción de la superficie del suelo permeable con cobertura vegetal, actualmente la ciudad cuenta con cuatro metros cuadrados de área verde por habitante, cinco metros menos de los recomendados por la Organización Mundial de la Salud. Esto ha ocasionado serios problemas ambientales, pluviales, sociales, de salud, movilidad, entre otros.Por lo cual, dentro de las acciones que considera el plan, la cual es la elaboración de un Programa de Arborización Urbano, con el cual se plantea arborizar diversos sectores de la ciudad, proporcionando así resiliencia a futuros eventos climáticos como son las fuertes precipitaciones y las altas temperaturas, a la vez, esta acción tiene como objetivo captar las emisiones de CO2 y apoyar en la mitigación de los gases de efecto invernadero generados en la ciudad. | 01/20/2022 02:27:05 | |||
| 278119 | Cities 2021 | 2021 | 35887 | Ajuntament de València | Spain | 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. | 14 | Web link | 64 | Coste del proyecto no disponible. https://mycovenant.eumayors.eu/storage/web/mc_covenant/documents/9/0m3scZPPh3PqXtBYGy2B-hn8yx8VAJ3S.pdf | 01/20/2022 02:27:05 | |||
| 278120 | Cities 2021 | 2021 | 53829 | City of Kingston, ON | Canada | North 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. | 1 | Current population | 1 | Please complete | 124000 | 01/20/2022 02:27:05 | ||
| 278121 | Cities 2021 | 2021 | 54364 | City of Kuala Lumpur | Malaysia | Southeast Asia and Oceania | 1. Governance and Data Management | Governance | 1.3 | Please list the key development challenges, barriers and opportunities within the GCC Program. | 1 | Type | 2 | Development challenge | 01/20/2022 02:27:05 | |||
| 278122 | Cities 2021 | 2021 | 60007 | City of Santa Rosa | Philippines | Southeast Asia and Oceania | 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. | 2 | Indicate if this factor either supports or challenges the ability to adapt | 6 | Supports | 01/20/2022 02:27:05 | |||
| 278123 | Cities 2021 | 2021 | 73755 | Legazpi City | Philippines | 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'. | 3 | Stage of project development | 8 | Project feasibility | 01/20/2022 02:27:05 | |||
| 278124 | Cities 2021 | 2021 | 1499 | Ajuntament de Barcelona | Spain | 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. | 6 | Please identify which vulnerable populations are affected by these climate-related impacts | 1 | Women | 01/20/2022 02:27:05 | |||
| 278125 | Cities 2021 | 2021 | 54650 | Prefeitura de Palmas | Brazil | 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. | 1 | Adaptation goal | 0 | 01/20/2022 02:27:05 | ||||
| 278126 | Cities 2021 | 2021 | 862614 | Municipio de Colima | Mexico | Latin 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? | 1 | Response | 1 | Municipal investments, e.g. by divesting from fossil fuels | Question not applicable | 01/20/2022 02:27:05 | ||
| 278127 | Cities 2021 | 2021 | 60398 | Municipalidad de Copiapó | Chile | Latin America | 6. Opportunities | Climate Action Planning | 6.14 | Does your city report to the national Measurement, Reporting and Verification (MRV) system (if in place)? | 1 | Report to the national MRV system | 1 | MRV system | Question not applicable | 01/20/2022 02:27:05 | ||
| 278128 | Cities 2021 | 2021 | 55379 | Santa Fé Ciudad | Argentina | 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 | SANTA FE RESILIENTE estrategia | 01/20/2022 02:27:05 | |||
| 278129 | Cities 2021 | 2021 | 842012 | City of Burlington, 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. | 8 | Future change in frequency | 6 | Increasing | 01/20/2022 02:27:05 | |||
| 278130 | Cities 2021 | 2021 | 54633 | Prefeitura de Lorena | 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. | 1 | Climate hazards | 1 | Extreme Precipitation > Rain storm | 01/20/2022 02:27:05 | |||
| 278131 | Cities 2021 | 2021 | 50562 | City of Chula Vista, CA | 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'. | 6 | Identified financing model description | 1 | 01/20/2022 02:27:05 | ||||
| 278132 | Cities 2021 | 2021 | 58597 | Municipalidad de La Unión | Costa Rica | Latin 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 | 1 | Collaborative initiative | 01/20/2022 02:27:05 | |||
| 278133 | Cities 2021 | 2021 | 60007 | City of Santa Rosa | Philippines | 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. | 5 | Means of implementation | 3 | 01/20/2022 02:27:05 | ||||
| 278134 | Cities 2021 | 2021 | 826396 | Munícipio de Sintra | Portugal | 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'. | 9 | Total investment cost needed | 4 | 44527.9311 | 01/20/2022 02:27:05 | |||
| 278135 | Cities 2021 | 2021 | 73669 | San Luis Obispo, 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. | 12 | Total cost provided by the local government (currency) | 9 | 01/20/2022 02:27:05 | ||||
| 278136 | Cities 2021 | 2021 | 60277 | Prefeitura de Ilhabela | 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. | 4 | Status of action | 6 | Monitoring and reporting | 01/20/2022 02:27:05 | |||
| 278137 | Cities 2021 | 2021 | 826429 | Município de Figueira da Foz | Portugal | Europe | 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? | 1 | Response | 1 | Municipal investments, e.g. by divesting from fossil fuels | Question not applicable | 01/20/2022 02:27:05 | ||
| 278138 | Cities 2021 | 2021 | 46473 | Ayuntamiento de Zaragoza | Spain | Europe | 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 | 6 | Se está trabajando en el Plan de Acción del PACES que amplía los objetivos de la ECAZ 3.0 y la nueva ley estatal 7/2021 de Cambio Climático y transición energética obliga a tomar nuevas medidas para cumplir con los objetivos establecidos. | 01/20/2022 02:27:05 | |||
| 278139 | Cities 2021 | 2021 | 31051 | Coventry City Council | United Kingdom of Great Britain and Northern Ireland | 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. | 10 | Majority funding source | 2 | 01/20/2022 02:27:05 | ||||
| 278140 | Cities 2021 | 2021 | 31179 | Gemeente Rotterdam | Netherlands | 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. | 1 | Climate Hazards | 1 | Flood and sea level rise > Coastal flood | 01/20/2022 02:27:05 | |||
| 278141 | Cities 2021 | 2021 | 54403 | Tampereen kaupunki | Finland | 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. | 2 | Climate hazards that adaptation goal addresses | 2 | Extreme cold temperature > Extreme winter conditions | 01/20/2022 02:27:05 | |||
| 278142 | Cities 2021 | 2021 | 60011 | City of San Jose del Monte | Philippines | Southeast Asia and Oceania | 3. Adaptation | Adaptation Goals | 3.3 | Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal. | 4 | Description of metric / indicator used to track goal | 2 | No data gathered yet as we are currently establishing our data based system | 01/20/2022 02:27:05 | |||
| 278143 | Cities 2021 | 2021 | 35885 | Tel Aviv-Yafo Municipality | Israel | Middle East | 6. 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. | 2 | Describe how the city is maximizing this opportunity | 1 | The new innovative urban energy plan will function as a beta site for renewable energy related enterprises and ideas, which the city can support and encourage. In addition, the city is emphasizing new partnerships with academia and research institutes in relation to Clean Tech enterprises. | 01/20/2022 02:27:05 | |||
| 278144 | Cities 2021 | 2021 | 54403 | Tampereen kaupunki | Finland | 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. | 4 | Status of action | 4 | Pre-implementation | 01/20/2022 02:27:05 | |||
| 278145 | Cities 2021 | 2021 | 834256 | Municipality of La Antigua Guatemala | Guatemala | Latin America | 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. | 3 | Level of degree to which factor challenges/supports the adaptive capacity of your city | 8 | Significantly challenges | 01/20/2022 02:27:05 | |||
| 278146 | Cities 2021 | 2021 | 59537 | City of Denton, TX | 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. | 5 | Means of implementation | 3 | Education | 01/20/2022 02:27:05 | |||
| 278147 | Cities 2021 | 2021 | 74671 | Kadıköy | Turkey | 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'. | 2 | Project title | 1 | Increasing Social Resistance in Climate Adaptation Project | 01/20/2022 02:27:05 | |||
| 278148 | Cities 2021 | 2021 | 42120 | City of Salvador | Brazil | 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 | 4 | Mass movement > Landslide | 01/20/2022 02:27:05 | |||
| 278149 | Cities 2021 | 2021 | 49172 | City of St. Petersburg, FL | United States of America | North America | 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. | 3 | Level of degree to which factor challenges/supports the adaptive capacity of your city | 1 | Significantly challenges | 01/20/2022 02:27:05 | |||
| 278150 | Cities 2021 | 2021 | 54329 | Bogor City Government | Indonesia | 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. | 2 | Did this hazard significantly impact your city before 2021? | 1 | No | 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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