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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 136151 | Cities 2021 | 2021 | 834324 | Nihonmatsu 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. | 7 | If the city boundary is different from the plan boundary, please explain why | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 136152 | Cities 2021 | 2021 | 43909 | City of Orlando, FL | United States of America | North America | 6. Opportunities | Finance and Economic Opportunities | 6.11 | Does your city have its own credit rating? | 3 | Rating | 1 | International | Question not applicable | 01/20/2022 02:27:05 | ||
| 136153 | Cities 2021 | 2021 | 74453 | City of Highland Park, IL | 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. | 5 | Social impact of hazard overall | 1 | Increased resource demand | 01/20/2022 02:27:05 | |||
| 136154 | Cities 2021 | 2021 | 73530 | Town of Lexington, MA | United States of America | North America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.3a | Please report on how climate change impacts health outcomes and health services in your city. | 2 | Health-related risk and vulnerability assessment undertaken | 1 | No | 01/20/2022 02:27:05 | |||
| 136155 | Cities 2021 | 2021 | 842165 | Mezitli | Turkey | Europe | 6. Opportunities | Finance and Economic Opportunities | 6.11 | Does your city have its own credit rating? | 1 | Does your city have a credit rating? | 1 | International | 01/20/2022 02:27:05 | |||
| 136156 | Cities 2021 | 2021 | 42384 | Göteborgs stad | Sweden | Europe | 6. Opportunities | Finance and Economic Opportunities | 6.11 | Does your city have its own credit rating? | 3 | Rating | 2 | Domestic | Question not applicable | 01/20/2022 02:27:05 | ||
| 136157 | Cities 2021 | 2021 | 31174 | Moscow Government | Russian Federation | 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. | 13 | Description of the stakeholder engagement processes | 4 | 01/20/2022 02:27:05 | ||||
| 136158 | Cities 2021 | 2021 | 863469 | San Bernardo | 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. | 1 | Adaptation goal | 0 | 01/20/2022 02:27:05 | ||||
| 136159 | Cities 2021 | 2021 | 826209 | Aipromades Lago de Chapala | 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 | 5 | Residential | 01/20/2022 02:27:05 | |||
| 136160 | Cities 2021 | 2021 | 52894 | City of Winston-Salem, NC | 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 | 2 | In Chapter 7, Objective 5 the Legacy 2030 plan addresses Energy Conservation, Efficiency and Alternatives. There are policy and action items regarding the promotion of renewable and alternative energy in government buildings and in future development. | 01/20/2022 02:27:05 | |||
| 136161 | Cities 2021 | 2021 | 49333 | City of Louisville, KY | 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 | 14 | Biological hazards > Air-borne disease | 01/20/2022 02:27:05 | |||
| 136162 | Cities 2021 | 2021 | 859193 | China Town | Japan | 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) | 0 | 01/20/2022 02:27:05 | ||||
| 136163 | Cities 2021 | 2021 | 59696 | City of Longmont, CO | United States of America | North America | 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 | Flood and sea level rise > River flood | 01/20/2022 02:27:05 | |||
| 136164 | Cities 2021 | 2021 | 36032 | Ville de Dakar | Senegal | Africa | 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. | 1 | Sustainability goals and targets | 2 | Emissions reduction targets | 01/20/2022 02:27:05 | |||
| 136165 | Cities 2021 | 2021 | 3422 | Greater London Authority | 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. | 6 | Most relevant assets / services affected overall | 1 | Environment, biodiversity, forestry | 01/20/2022 02:27:05 | |||
| 136166 | Cities 2021 | 2021 | 49333 | City of Louisville, KY | United States of America | 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 | ||
| 136167 | Cities 2021 | 2021 | 73667 | San Rafael de Heredia | Costa Rica | Latin America | 3. Adaptation | Adaptation Planning | 3.2b | Please explain why there is no published plan that addresses climate change adaptation and/or resilience and outline any future arrangements you have to create a plan. | 1 | Reason | 1 | Please explain | Question not applicable | 01/20/2022 02:27:05 | ||
| 136168 | Cities 2021 | 2021 | 60272 | Prefeitura de Campina Grande | 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. | 13 | Total cost provided by the majority funding source (currency) | 1 | 01/20/2022 02:27:05 | ||||
| 136169 | Cities 2021 | 2021 | 17411 | Southend on Sea Borough 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. | 5 | Means of implementation | 5 | Development and implementation of action plan | 01/20/2022 02:27:05 | |||
| 136170 | Cities 2021 | 2021 | 43932 | Auckland Council | New Zealand | Southeast Asia and Oceania | 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 | 1 | Social Services | 01/20/2022 02:27:05 | |||
| 136171 | Cities 2021 | 2021 | 13506 | Nottingham City Council | United Kingdom of Great Britain and Northern Ireland | 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. | 5 | Does this goal align with a requirement from a higher level of government? | 4 | No | 01/20/2022 02:27:05 | |||
| 136172 | Cities 2021 | 2021 | 43910 | City of Columbus, OH | 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 | 9 | Water | 01/20/2022 02:27:05 | |||
| 136173 | Cities 2021 | 2021 | 862673 | City of Selkirk, MB | 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. | 2 | Action | 8 | Public preparedness (including practice exercises/drills) | 01/20/2022 02:27:05 | |||
| 136174 | Cities 2021 | 2021 | 31113 | City of Yokohama | Japan | 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) | 6 | 01/20/2022 02:27:05 | ||||
| 136175 | Cities 2021 | 2021 | 50220 | Métropole de Nice | France | 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. | 7 | Please identify which vulnerable populations are affected | 3 | Elderly | 01/20/2022 02:27:05 | |||
| 136176 | Cities 2021 | 2021 | 32480 | City of Adelaide | Australia | 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. | 2 | Climate hazards that adaptation goal addresses | 1 | Storm and wind > Severe wind | 01/20/2022 02:27:05 | |||
| 136177 | Cities 2021 | 2021 | 54088 | City of Peterborough, 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. | 9 | Finance status | 2 | Finance secured | 01/20/2022 02:27:05 | |||
| 136178 | Cities 2021 | 2021 | 3429 | Stockholms stad | Sweden | Europe | 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. | 6 | Primary author of assessment | 2 | Dedicated city team | 01/20/2022 02:27:05 | |||
| 136179 | Cities 2021 | 2021 | 59167 | Municipalidad de Providencia | Chile | Latin America | 1. Governance and Data Management | Governance | 1.4 | Please list the stakeholder engagement activities for each relevant stakeholder group. | 6 | Attach reference document such as meeting minutes, pictures or webpage | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 136180 | Cities 2021 | 2021 | 60370 | Alcaldía de Cúcuta | 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. | 5 | Social impact of hazard overall | 7 | Increased incidence and prevalence of disease and illness | 01/20/2022 02:27:05 | |||
| 136181 | Cities 2021 | 2021 | 58636 | City of Bellingham, WA | 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 | Waste | 01/20/2022 02:27:05 | |||
| 136182 | Cities 2021 | 2021 | 863190 | Renca | Chile | Latin 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 | 1 | Renca, where the highest hills of the capital shelter a community proud of its traditions and its identity, wants to enjoy its clean, green and safe neighbourhoods, improving the standard of its public spaces through processes of urban reconversion, and with a housing development on a human scale, generated from a harmonious and sustainable coexistence between residential and industrial areas. Renca is progressing towards a better life for all its neighbours, in an inclusive and participatory manner, with productive sectors that collaborate in such prosperity and with quality, efficient local management with the capacity for innovation. Renca is better in community. Guiding principle of the Community Development Plan (PLADECO): HUMAN APPROACH: that puts people and their particularities at the centre of the discussion, that prioritizes their quality of life and experience of living the commune and promotes access for everyone to the benefits it offers.EQUITABLE: That reduces the social gaps, inequality and territorial fragmentation that it faces, ensuring that its inhabitants have access to the benefits and opportunities it offers.GENDER APPROACH: That promotes gender equality and empowers women and girls, through education, decent work opportunities and their representation in municipal management and political and economic decision-making processes, thus benefiting the renca community community as a wholeSUSTAINABLE RENCA: That promotes the creation of new opportunities and develops in harmony with the environment, using its natural resources responsibly and giving all its inhabitants access to parks in an equitable manner, green areas and public space of high standard.PARTICIPATORY COMMUNE: that integrates the opinions and aspirations of the lame and lame of the municipality's work, through its real, early and effective inclusion in instances of discussion, consultation and collective participation. | 01/20/2022 02:27:05 | |||
| 136183 | Cities 2021 | 2021 | 848409 | Lince | Peru | 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 | ||
| 136184 | Cities 2021 | 2021 | 52897 | City of Aspen, CO | 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. | 4 | Please describe how the factor supports or challenges the adaptive capacity of your city | 8 | The City of Aspen is well-funded and has the monetary capacity to increase adapation in future years. | 01/20/2022 02:27:05 | |||
| 136185 | Cities 2021 | 2021 | 73777 | Muang Phichit | Thailand | Southeast Asia and Oceania | 6. Opportunities | Collaboration | 6.2a | Please provide some key examples of how your city collaborates with business and/or industries in the table below. | 1 | Collaboration area | 1 | Energy | 01/20/2022 02:27:05 | |||
| 136186 | Cities 2021 | 2021 | 35867 | Region Metropolitana de Guadalajara | 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. | 3 | Action title | 10 | Programa de fortalecimiento de capacidades y resiliencia metropolitana | 01/20/2022 02:27:05 | |||
| 136187 | Cities 2021 | 2021 | 44184 | Ulsan Metropolitan 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. | 2 | Web link | 1 | https://www.prism.go.kr/prism/entire/researchDetail.do | 01/20/2022 02:27:05 | |||
| 136188 | Cities 2021 | 2021 | 839669 | Municipio de San Jose | Guatemala | 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 | Women & girls | 01/20/2022 02:27:05 | |||
| 136189 | Cities 2021 | 2021 | 31055 | Glasgow City Council | United Kingdom of Great Britain and Northern Ireland | Europe | 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 | 1 | Water Supply & Sanitation | 01/20/2022 02:27:05 | |||
| 136190 | Cities 2021 | 2021 | 58543 | Byron Shire Council | Australia | Southeast Asia and Oceania | 6. Opportunities | Finance and Economic Opportunities | 6.11 | Does your city have its own credit rating? | 2 | Rating agency | 1 | International | 01/20/2022 02:27:05 | |||
| 136191 | Cities 2021 | 2021 | 832838 | Town of Wellfleet, MA | 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. | 9 | Future change in intensity | 1 | Increasing | 01/20/2022 02:27:05 | |||
| 136192 | Cities 2021 | 2021 | 31117 | City of Toronto, 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 | 14 | Improved public health | 01/20/2022 02:27:05 | |||
| 136193 | 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 | 2.1a | 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 | ||
| 136194 | Cities 2021 | 2021 | 73666 | Cuyahoga County, OH | United States of America | North America | 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 | Extreme hot temperature > Heat wave | 01/20/2022 02:27:05 | |||
| 136195 | Cities 2021 | 2021 | 59572 | District of Saanich, BC | Canada | 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. | 13 | Description of the stakeholder engagement processes | 1 | See:Risk Assessment Report:https://www.saanich.ca/assets/Community/Documents/Planning/sustainability/ResilientSaanich_RiskAssessmentReport.pdfPhase 1 Engagement Reporthttps://www.saanich.ca/assets/Community/Documents/Planning/sustainability/Climate_Plan_Phase_1_Engagement_Report_FINAL.pdfPhase 2 Engagement Reporthttps://www.saanich.ca/assets/Community/Documents/Planning/sustainability/Climate-Plan-Phase-2-Engagement-Report.pdfPhase 3 Engagement Rrporthttps://www.saanich.ca/assets/Community/Documents/Planning/sustainability/Climate-Plan-Phase-3-Engagement-Report.pdf | 01/20/2022 02:27:05 | |||
| 136196 | Cities 2021 | 2021 | 54293 | People's Government of Guangzhou Municipality | China | East Asia | 2. Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0d | If the city’s climate change risk assessment has been conducted more than 4 years ago, what update/revision process does your city have in place? | 2 | Provide more details on the update / revision process for your climate risk or vulnerability assessment | 1 | Update/revision process | Question not applicable | 01/20/2022 02:27:05 | ||
| 136197 | Cities 2021 | 2021 | 863533 | San Antonio | 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 | ||
| 136198 | Cities 2021 | 2021 | 839669 | Municipio de San Jose | 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 | Wild fire > Forest fire | 01/20/2022 02:27:05 | |||
| 136199 | Cities 2021 | 2021 | 859068 | Hanamaki City | Japan | 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 | |||
| 136200 | Cities 2021 | 2021 | 834139 | Gangdong-gu District of Seoul | 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 | 1 | Public health | 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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