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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 126551 | Cities 2021 | 2021 | 826209 | Aipromades Lago de Chapala | Mexico | 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 | 3 | 01/20/2022 02:27:05 | ||||
| 126552 | Cities 2021 | 2021 | 35907 | Bangalore | India | South and West Asia | 2. Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0a | Please select the primary process or methodology used to undertake the risk and vulnerability assessment of your city. | 1 | Primary methodology | 1 | Risk assessment methodology | Question not applicable | 01/20/2022 02:27:05 | ||
| 126553 | Cities 2021 | 2021 | 840927 | Prefeitura de São Cristóvão | Brazil | 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 | Question not applicable | 01/20/2022 02:27:05 | |||
| 126554 | Cities 2021 | 2021 | 49327 | City of Providence, RI | 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 | 8 | Increasing | 01/20/2022 02:27:05 | |||
| 126555 | Cities 2021 | 2021 | 68337 | Bekasi City Government | Indonesia | 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. | 4 | Identify the climate-related health issues faced by your city | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 126556 | Cities 2021 | 2021 | 848137 | Beteitiva | Colombia | Latin 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. | 1 | Area affected by climate change | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 126557 | Cities 2021 | 2021 | 35870 | City of Miami, FL | 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 | 9 | Flood and sea level rise > Groundwater flood | 01/20/2022 02:27:05 | |||
| 126558 | Cities 2021 | 2021 | 31177 | Salt Lake City, UT | United States of America | North America | 3. Adaptation | Adaptation Planning Process | 3.4 | Does your local/regional government apply a Monitoring and Evaluation (M&E) system for monitoring the implementation of adaptation goals and targets as part of the climate adaptation plan (or integrated climate action plan)? | 1 | Response | 1 | Monitoring & Evaluation (M&E) system | Question not applicable | 01/20/2022 02:27:05 | ||
| 126559 | Cities 2021 | 2021 | 827048 | Zhenjiang Municipal People's Government | China | East Asia | 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 | 7 | Low-income households | 01/20/2022 02:27:05 | |||
| 126560 | Cities 2021 | 2021 | 31176 | Prefeitura do Rio de Janeiro | Brazil | Latin 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. | 7 | Please explain | 12 | The city of Rio has a significant amount of land that is predicted to be permanently inundated in scenarios of future sea level rise. Some of these areas are currently occupied by formal and informal settlements, that may have to be ressetled. | 01/20/2022 02:27:05 | |||
| 126561 | 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. | 7 | Sectors/areas adaptation action applies to | 1 | Building and Infrastructure | 01/20/2022 02:27:05 | |||
| 126562 | Cities 2021 | 2021 | 69834 | Municipalidad de General Alvear (Mendoza) | Argentina | 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 | 4 | Las tormentas eléctricas son una de las principales causas de los incendios generados en la zona de secano (Forestación nativa); afecta: - Los Sistemas de Comunicación y redes de distribución de los mismos, dejando a la población sin el servicio. - Debido a la pérdida de diversidad de la flora y fauna en general, y la biomasa local. - Redes de Distribución primaria y secundaria de energía, principalmente en la zona de secano. | 01/20/2022 02:27:05 | |||
| 126563 | Cities 2021 | 2021 | 859142 | Fukuchiyama 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 | ||||
| 126564 | Cities 2021 | 2021 | 53254 | City of Hobart | 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. | 6 | Most relevant assets / services affected overall | 2 | Environment, biodiversity, forestry | 01/20/2022 02:27:05 | |||
| 126565 | Cities 2021 | 2021 | 54347 | Pasig City | Philippines | 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. | 8 | Stage of implementation | 1 | 01/20/2022 02:27:05 | ||||
| 126566 | Cities 2021 | 2021 | 50545 | City of Henderson, NV | 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 | 2 | Implementation | 01/20/2022 02:27:05 | |||
| 126567 | Cities 2021 | 2021 | 35848 | Municipality of Belo Horizonte | Brazil | 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'. | 5 | Financing model identified | 4 | 01/20/2022 02:27:05 | ||||
| 126568 | Cities 2021 | 2021 | 45219 | Município de Aparecida | Brazil | Latin America | 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 | ||
| 126569 | Cities 2021 | 2021 | 35859 | City of Cleveland, OH | 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 | 4 | Suburban sprawl creates challenges for smart regional planning that impacts resilience. | 01/20/2022 02:27:05 | |||
| 126570 | Cities 2021 | 2021 | 827048 | Zhenjiang Municipal People's Government | China | East Asia | 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 | 31 | Food & agriculture | 01/20/2022 02:27:05 | |||
| 126571 | Cities 2021 | 2021 | 50572 | City of Saint Paul, MN | 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. | 5 | Timescale of climate-related issues for the selected health area | 1 | Current | 01/20/2022 02:27:05 | |||
| 126572 | Cities 2021 | 2021 | 831926 | Ramallah | State of Palestine | Middle East | 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 cold temperature > Extreme cold days | 01/20/2022 02:27:05 | |||
| 126573 | Cities 2021 | 2021 | 50397 | Presidencia Municipal de Saltillo | Mexico | Latin America | 6. Opportunities | Finance and Economic Opportunities | 6.11 | Does your city have its own credit rating? | 3 | Rating | 1 | International | En su nueva metodología y escala, la firma especializada Fitch Ratings ratificó a Saltillo entre los dos municipios a nivel nacional que cuentan con la máxima calificación crediticia para ese nivel de gobierno, la cual ahora es de AAA (mex), con una perspectiva estable. Con anterioridad, la mejor calificación que se otorgaba a los municipios era la AA+ (mex), sin embargo, ahora es AAA (mex), de acuerdo al informe que se reveló recientemente, y le es otorgada a la capital coahuilense. “La acción de calificación es resultado de la evaluación de los gobiernos locales y regionales bajo la nueva Metodología de Calificación de Gobiernos Locales y Regionales Internacionales”, | 01/20/2022 02:27:05 | ||
| 126574 | Cities 2021 | 2021 | 834406 | Municipality of San Pedro Tlaquepaque | 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. | 7 | Please identify which vulnerable populations are affected | 3 | Children & youth | 01/20/2022 02:27:05 | |||
| 126575 | Cities 2021 | 2021 | 859053 | City of Noboribetsu | 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. | 4 | Projected population year | 1 | Please complete | 01/20/2022 02:27:05 | |||
| 126576 | Cities 2021 | 2021 | 54706 | Prefeitura Municipal de Boa Vista | 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. | 7 | Please identify which vulnerable populations are affected | 3 | Persons with chronic diseases | 01/20/2022 02:27:05 | |||
| 126577 | Cities 2021 | 2021 | 54306 | Medan City Government | Indonesia | Southeast Asia and Oceania | 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 | 1 | Municipal investments, e.g. by divesting from fossil fuels | 01/20/2022 02:27:05 | |||
| 126578 | Cities 2021 | 2021 | 31180 | Región Metropolitana de Santiago | Chile | 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. | 8 | Areas/sectors covered by the risk and vulnerability assessment | 7 | 01/20/2022 02:27:05 | ||||
| 126579 | Cities 2021 | 2021 | 73879 | Roskilde Kommune | Denmark | Europe | 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? | 1 | Update/revision process in place | 1 | Update/revision process | Question not applicable | 01/20/2022 02:27:05 | ||
| 126580 | Cities 2021 | 2021 | 50560 | City of Oakland, CA | 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. | 10 | Future expected magnitude of hazard | 9 | High | 01/20/2022 02:27:05 | |||
| 126581 | Cities 2021 | 2021 | 36002 | Ville de Kinshasa | Democratic Republic of the Congo | Africa | 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 | 4 | Challenges | 01/20/2022 02:27:05 | |||
| 126582 | Cities 2021 | 2021 | 862814 | South-East Region of Ireland (Kilkenny, Carlow, Wexford, and Waterford Counties) | Ireland | 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. | 1 | Sustainability goals and targets | 14 | Adaptation targets | 01/20/2022 02:27:05 | |||
| 126583 | Cities 2021 | 2021 | 61467 | Dipolog City | Philippines | Southeast Asia and Oceania | 3. Adaptation | Adaptation Actions | 3.1 | Describe how your city identified and prioritized adaptation actions to implement. | 1 | Method | 1 | Identifying and prioritizing adaptation actions | Stakeholder consultation | 01/20/2022 02:27:05 | ||
| 126584 | Cities 2021 | 2021 | 54274 | Rotorua Lakes Council | New Zealand | 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. | 6 | Most relevant assets / services affected overall | 1 | Land use planning | 01/20/2022 02:27:05 | |||
| 126585 | Cities 2021 | 2021 | 859172 | Asakura City | Japan | 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 | ||
| 126586 | Cities 2021 | 2021 | 859161 | Akaiwa City | 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. | 1 | Climate hazards | 0 | 01/20/2022 02:27:05 | ||||
| 126587 | Cities 2021 | 2021 | 58543 | Byron Shire Council | Australia | 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. | 6 | Co-benefit area | 4 | Disaster preparedness | 01/20/2022 02:27:05 | |||
| 126588 | Cities 2021 | 2021 | 60633 | La mairie de Bujumbura | Burundi | Africa | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.3 | Is your city facing risks to public health or health systems associated with climate change? | 0 | 0 | Yes | 01/20/2022 02:27:05 | ||||
| 126589 | Cities 2021 | 2021 | 31170 | Metropolitan Municipality of Lima | 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. | 10 | Majority funding source | 9 | 01/20/2022 02:27:05 | ||||
| 126590 | Cities 2021 | 2021 | 54611 | Alcaldia de Manizales | 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. | 5 | Does this goal align with a requirement from a higher level of government? | 1 | Yes | 01/20/2022 02:27:05 | |||
| 126591 | Cities 2021 | 2021 | 54478 | Gemeente Nijmegen | Netherlands | 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 | Tourism | 01/20/2022 02:27:05 | |||
| 126592 | Cities 2021 | 2021 | 859168 | Saijo City | Japan | East Asia | 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 | 0 | 01/20/2022 02:27:05 | ||||
| 126593 | Cities 2021 | 2021 | 859197 | Iheya Village | Japan | 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 | 0 | 01/20/2022 02:27:05 | ||||
| 126594 | Cities 2021 | 2021 | 61427 | Municipality of Nacala | Mozambique | Africa | 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. | 2 | Web link | 1 | 01/20/2022 02:27:05 | ||||
| 126595 | Cities 2021 | 2021 | 840936 | Prefeitura de Guanhães | 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 | 2 | Public health | 01/20/2022 02:27:05 | |||
| 126596 | Cities 2021 | 2021 | 64014 | City of Cupertino, 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. | 4 | Climate hazards factored into plan that addresses climate change adaptation | 3 | Extreme hot temperature > Extreme hot days | 01/20/2022 02:27:05 | |||
| 126597 | Cities 2021 | 2021 | 1499 | Ajuntament de Barcelona | Spain | 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. | 2 | Web link | 9 | http://lameva.barcelona.cat/barcelona-pel-clima/sites/default/files/documents/re_cicle_aigua_pla_clima.pdf | 01/20/2022 02:27:05 | |||
| 126598 | 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. | 1 | Climate Hazards | 4 | 01/20/2022 02:27:05 | ||||
| 126599 | Cities 2021 | 2021 | 35871 | City of Monterrey | Mexico | Latin America | 1. Governance and Data Management | Governance | 1.5 | Please describe to what extent the planning process is transparent and open. | 2 | The climate adaptation/mitigation plan makes the criteria and process for prioritizing climate actions explicit | 1 | Planning process | Question not applicable | 01/20/2022 02:27:05 | ||
| 126600 | Cities 2021 | 2021 | 52897 | City of Aspen, CO | 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 | 4 | Increased demand for public services | 01/20/2022 02:27:05 |
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This data is collected through the CDP-ICLEI Unified Reporting System. When using this data, please cite both organisations using the following wording: ‘This data was collected in partnership by CDP and ICLEI - Local Governments for Sustainability’.
This dataset contains 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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