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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 307551 | Cities 2021 | 2021 | 50578 | City of Windsor, ON | Canada | North America | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 9 | Finance status | 79 | Finance secured | 01/20/2022 02:27:05 | |||
| 307552 | Cities 2021 | 2021 | 58483 | City of Surrey, BC | Canada | 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. | 2 | Indicate if this factor either supports or challenges the ability to adapt | 2 | Challenges | 01/20/2022 02:27:05 | |||
| 307553 | Cities 2021 | 2021 | 826446 | City of Bradford | 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 | 4 | Stakeholder engagement | 01/20/2022 02:27:05 | |||
| 307554 | Cities 2021 | 2021 | 60599 | Town of Bridgewater, NS | 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. | 6 | Most relevant assets / services affected overall | 1 | Industrial | 01/20/2022 02:27:05 | |||
| 307555 | Cities 2021 | 2021 | 73758 | Mataram City | 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. | 10 | Future expected magnitude of hazard | 2 | Medium High | 01/20/2022 02:27:05 | |||
| 307556 | Cities 2021 | 2021 | 43909 | City of Orlando, 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. | 5 | Social impact of hazard overall | 1 | Increased incidence and prevalence of disease and illness | 01/20/2022 02:27:05 | |||
| 307557 | Cities 2021 | 2021 | 44210 | Yeosu City | Republic of Korea | 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 | 1 | Elderly | 01/20/2022 02:27:05 | |||
| 307558 | Cities 2021 | 2021 | 63862 | City of Ashland, OR | 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 | 1 | 01/20/2022 02:27:05 | ||||
| 307559 | Cities 2021 | 2021 | 839970 | San Justo (Argentina) | 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. | 12 | Total cost provided by the local government (currency) | 6 | 01/20/2022 02:27:05 | ||||
| 307560 | Cities 2021 | 2021 | 859076 | Higashine City | Japan | East Asia | 1. Governance and Data Management | Governance | 1.2 | Please list the local government departments involved in the GCC program and its role. | 1 | Name of the department | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 307561 | Cities 2021 | 2021 | 859170 | Ogori City | Japan | East Asia | 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 | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 307562 | Cities 2021 | 2021 | 832497 | Bridgend County Borough Council | United Kingdom of Great Britain and Northern Ireland | Europe | 6. Opportunities | Finance and Economic Opportunities | 6.8 | Has your city established a fund to invest in climate projects? | 2 | Can the city take foreign debt and/or investments? | 1 | Funds | Question not applicable | 01/20/2022 02:27:05 | ||
| 307563 | Cities 2021 | 2021 | 826446 | City of Bradford | 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. | 3 | Current probability of hazard | 2 | Medium Low | 01/20/2022 02:27:05 | |||
| 307564 | Cities 2021 | 2021 | 54396 | Can Tho City | Viet Nam | Southeast Asia and Oceania | 1. Governance and Data Management | Governance | 1.6 | Please provide information on the overall impact of COVID-19 on climate action in your city. | 1 | Impact of COVID-19 on climate action in your city | 1 | Response | Decreased emphasis on climate action | 01/20/2022 02:27:05 | ||
| 307565 | 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. | 6 | Primary author of assessment | 3 | Dedicated city team | 01/20/2022 02:27:05 | |||
| 307566 | Cities 2021 | 2021 | 73671 | Godoy Cruz | 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. | 11 | Total cost of the project (currency) | 9 | 125000 | 01/20/2022 02:27:05 | |||
| 307567 | Cities 2021 | 2021 | 50578 | City of Windsor, ON | Canada | North America | 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 | 1 | International | Question not applicable | 01/20/2022 02:27:05 | ||
| 307568 | Cities 2021 | 2021 | 50541 | City of Greensboro, NC | 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 risk to already vulnerable populations | 01/20/2022 02:27:05 | |||
| 307569 | Cities 2021 | 2021 | 850424 | Prefeitura de Itapoá | Brazil | 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 | ||
| 307570 | Cities 2021 | 2021 | 827048 | Zhenjiang Municipal People's Government | China | East Asia | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 7 | Sectors/areas adaptation action applies to | 9 | Spatial Planning | 01/20/2022 02:27:05 | |||
| 307571 | Cities 2021 | 2021 | 35893 | City of Dar es Salaam | United Republic of Tanzania | Africa | 2. Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0b | Please attach and provide details on your climate change risk and vulnerability assessment. Please provide details on the boundary of your assessment, and where this differs from your city’s boundary, please provide an explanation. | 8 | Areas/sectors covered by the risk and vulnerability assessment | 5 | Public health | 01/20/2022 02:27:05 | |||
| 307572 | Cities 2021 | 2021 | 831618 | Yaoundé 4 | Cameroon | Africa | 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. | 8 | Action description and implementation progress | 5 | PROMOTION DE 130 LATRINE ECOOGIQUES COMMUNAUTAIRES: La remontée des eaux produits très souvent aussi des quartiers et zones commerciales, la remontée des déchets des toilettes et des ordures. La mise en place d'un système d'hygiène et assainissement pour usage des latrines écologiques publiques serait d'un garnd apport pour reduire les risques de maladies à transmission vectorielle | 01/20/2022 02:27:05 | |||
| 307573 | Cities 2021 | 2021 | 58485 | Abington Township, PA | 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. | 2 | Did this hazard significantly impact your city before 2021? | 4 | Yes | 01/20/2022 02:27:05 | |||
| 307574 | Cities 2021 | 2021 | 58513 | City of Medford, MA | United States of America | North America | 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 | Question not applicable | 01/20/2022 02:27:05 | ||
| 307575 | Cities 2021 | 2021 | 31176 | Prefeitura do Rio de Janeiro | 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. | 9 | Future change in intensity | 9 | Increasing | 01/20/2022 02:27:05 | |||
| 307576 | Cities 2021 | 2021 | 35912 | Surat Municipal Corporation | India | South and West Asia | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 2 | Action | 92 | Projects and policies targeted at those most vulnerable | 01/20/2022 02:27:05 | |||
| 307577 | Cities 2021 | 2021 | 31173 | Comune di Milano | 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. | 11 | Total cost of the project (currency) | 8 | 01/20/2022 02:27:05 | ||||
| 307578 | Cities 2021 | 2021 | 831999 | Concejo Municipal de Distrito de Monte Verde | Costa Rica | 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. | 9 | Future change in intensity | 1 | Increasing | 01/20/2022 02:27:05 | |||
| 307579 | Cities 2021 | 2021 | 73724 | Arteaga | 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. | 1 | Climate hazards | 10 | Extreme hot temperature > Heat wave | 01/20/2022 02:27:05 | |||
| 307580 | Cities 2021 | 2021 | 69822 | Kristianstads kommun | Sweden | 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 | 5 | Enhanced resilience | 01/20/2022 02:27:05 | |||
| 307581 | Cities 2021 | 2021 | 35897 | Municipality of Campinas | Brazil | 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. | 3 | Sectors/areas covered by plan that addresses climate change adaptation | 1 | Waste | 01/20/2022 02:27:05 | |||
| 307582 | Cities 2021 | 2021 | 840915 | Prefeitura de Curvelo | 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 | ||||
| 307583 | Cities 2021 | 2021 | 31111 | Tokyo Metropolitan Government | 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. | 1 | Adaptation goal | 6 | Model projects of measures for river basins | 01/20/2022 02:27:05 | |||
| 307584 | Cities 2021 | 2021 | 53241 | City of Darwin | Australia | 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 | Spatial Planning | 01/20/2022 02:27:05 | |||
| 307585 | Cities 2021 | 2021 | 50378 | Municipalidad de San José | Costa Rica | 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. | 5 | Explanation of boundary choice where the assessment boundary differs from the city boundary | 1 | Año publicación 2014. El estudio incluye todo el territorial cantonal de San José. | 01/20/2022 02:27:05 | |||
| 307586 | Cities 2021 | 2021 | 54663 | Prefeitura do Jaboatão dos Guararapes | 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 | 3 | Water supply & sanitation | 01/20/2022 02:27:05 | |||
| 307587 | Cities 2021 | 2021 | 848404 | Mongui | Colombia | Latin America | 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 | Question not applicable | 01/20/2022 02:27:05 | ||
| 307588 | Cities 2021 | 2021 | 31153 | Bundeshauptstadt Berlin | Germany | 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 | 1 | Flood and sea level rise > Flash / surface flood | 01/20/2022 02:27:05 | |||
| 307589 | Cities 2021 | 2021 | 35268 | City of Boston, MA | 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. | 10 | Majority funding source | 2 | Other, please specify: local, state, private-public partnerships, and possibly federal | 01/20/2022 02:27:05 | |||
| 307590 | Cities 2021 | 2021 | 31163 | Istanbul Metropolitan Municipality | Turkey | Europe | 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 | At that moment, the number of green job/industry are not analyzed. However, revised climate change action plan has focused on the importance of green recovery, green job, and green industries as a part of C40 Cities' approaches. | 01/20/2022 02:27:05 | ||
| 307591 | Cities 2021 | 2021 | 841269 | Municipalidad de Montecarlo | 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. | 10 | Future expected magnitude of hazard | 2 | Medium | 01/20/2022 02:27:05 | |||
| 307592 | Cities 2021 | 2021 | 840153 | Municipality of Santa Catarina | Mexico | Latin America | 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 | |||
| 307593 | Cities 2021 | 2021 | 36037 | Santiago de Cali | 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. | 7 | Please identify which vulnerable populations are affected | 2 | Low-income households | 01/20/2022 02:27:05 | |||
| 307594 | Cities 2021 | 2021 | 74558 | Summit County, UT | 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. | 1 | Climate hazards | 2 | Flood and sea level rise > Flash / surface flood | 01/20/2022 02:27:05 | |||
| 307595 | Cities 2021 | 2021 | 35475 | City of Calgary, AB | 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. | 6 | Most relevant assets / services affected overall | 8 | Water supply & sanitation | 01/20/2022 02:27:05 | |||
| 307596 | Cities 2021 | 2021 | 826381 | Junta Intermunicipal de la Región Norte del Estado de Jalisco (JINOR) | Mexico | Latin America | 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 | El análisis de la vulnerabilidad se realizó con las Recomendaciones para la actualización de diagnósticos de adaptación y vulnerabilidad de los Programas Municipales de Cambio Climático en el Estado de Jalisco de 2018.Las medidas de adaptación ante el cambio climático de este Programa municipal, se sustentan principalmente, en análisis y diagnósticos técnicos, y en los insumos que se obtuvieron de un amplio y nutrido proceso de participación de la sociedad de la Región norte de Jalisco y del Municipio. Desde su conceptualización, este programa fue diseñado como un instrumento que incorpora tanto los últimos métodos para diagnosticar la vulnerabilidad y las oportunidades de adaptación, desde un enfoque de política pública, como la invaluable experiencia de los actores y sectores asentados en el territorio. | 01/20/2022 02:27:05 | ||
| 307597 | Cities 2021 | 2021 | 43905 | City of San Antonio, TX | 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. | 1 | Area affected by climate change | 1 | Health outcomes | 01/20/2022 02:27:05 | |||
| 307598 | Cities 2021 | 2021 | 832838 | Town of Wellfleet, MA | United States of America | 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 | 3500 | 01/20/2022 02:27:05 | ||
| 307599 | Cities 2021 | 2021 | 841050 | Ayuntamiento San Nicolás de los Garza | 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. | 3 | Current probability of hazard | 5 | Medium | 01/20/2022 02:27:05 | |||
| 307600 | Cities 2021 | 2021 | 31169 | Government of Hong Kong Special Administrative Region | China, Hong Kong Special Administrative Region | 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. | 4 | Climate hazards factored into plan that addresses climate change adaptation | 1 | Water Scarcity > Drought | 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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