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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 284351 | Cities 2021 | 2021 | 35893 | City of Dar es Salaam | United Republic of Tanzania | 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 | 2 | Persons with disabilities | 01/20/2022 02:27:05 | |||
| 284352 | Cities 2021 | 2021 | 54327 | Semarang City Government | Indonesia | 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. | 5 | Does this goal align with a requirement from a higher level of government? | 1 | Yes | 01/20/2022 02:27:05 | |||
| 284353 | 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. | 1 | Climate Hazards | 2 | Storm and wind > Severe wind | 01/20/2022 02:27:05 | |||
| 284354 | Cities 2021 | 2021 | 74466 | Village of South Barrington, IL | 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. | 11 | Total cost of the project (currency) | 0 | 01/20/2022 02:27:05 | ||||
| 284355 | Cities 2021 | 2021 | 849023 | Uruapan | Mexico | 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. | 6 | Please identify which vulnerable populations are affected by these climate-related impacts | 1 | Marginalized groups | 01/20/2022 02:27:05 | |||
| 284356 | Cities 2021 | 2021 | 60216 | Växjö kommun | Sweden | 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 | Water Scarcity > Drought | 01/20/2022 02:27:05 | |||
| 284357 | Cities 2021 | 2021 | 848568 | Metropolitan Council, Twin Cities | United States of America | North America | 0. Introduction | 0.2 | If you have not previously submitted your Letter of Commitment to the Global Covenant of Mayors, either through the relevant regional covenant or through the Global Covenant secretariat, please attach the letter signed by an appropriately mandated official (e.g. Mayor, City Council) to this question. | 0 | 0 | 01/20/2022 02:27:05 | ||||||
| 284358 | Cities 2021 | 2021 | 54110 | City of Santa Monica, 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. | 11 | When do you first expect to experience those changes in frequency and intensity? | 1 | Immediately | 01/20/2022 02:27:05 | |||
| 284359 | Cities 2021 | 2021 | 35883 | City of San José, 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. | 7 | If the city boundary is different from the plan boundary, please explain why | 2 | 01/20/2022 02:27:05 | ||||
| 284360 | Cities 2021 | 2021 | 834251 | Municipality of Coronel Dominguez | Argentina | Latin America | 1. Governance and Data Management | Governance | 1.5 | Please describe to what extent the planning process is transparent and open. | 1 | The climate adaptation/mitigation plan makes opportunities for engagement that civil society had during the planning process explicit | 1 | Planning process | Question not applicable | 01/20/2022 02:27:05 | ||
| 284361 | Cities 2021 | 2021 | 834331 | Nakano City | Japan | East Asia | 3. Adaptation | Adaptation Planning | 3.2a | Please provide more information on your plan that addresses climate change adaptation and/or resilience and attach the document. Please provide details on the boundary of your plan, and where this differs from your city’s boundary, please provide an explanation. | 14 | Update/revision process in place for the Adaptation Plan | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 284362 | Cities 2021 | 2021 | 859118 | Hara Village | 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. | 4 | Please describe how the factor supports or challenges the adaptive capacity of your city | 0 | 01/20/2022 02:27:05 | ||||
| 284363 | Cities 2021 | 2021 | 862814 | South-East Region of Ireland (Kilkenny, Carlow, Wexford, and Waterford Counties) | 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. | 4 | Status of action | 2 | Pre-feasibility study/impact assessment | 01/20/2022 02:27:05 | |||
| 284364 | Cities 2021 | 2021 | 44191 | Ansan City | Republic of Korea | East Asia | 0. Introduction | 0.1 | Please give a general description and introduction to your city including your city’s reporting boundary in the table below. | 2 | Description of city | 1 | Please complete | Ansan is located in the southwest of Gyeonggi-do, with a population of 700,000 and a financial scale of 1.9 trillion won. It is a city planned as part of Seoul's population and industry dispersion policy. It is located in the southwest of Seoul in a 30km radius and faces the west coast, and the topography is inland and there is a gentle slope. As Korea's representative industrial city, it has led the development of Korea for the past 40 years, and is Korea's best multicultural model city where 80,869 foreigners from 100 countries can enjoy a unique and interesting culture and festival. Ansan City has the world's largest clean energy production base, Sihwaho Tidal Power Plant, and is promoting various energy policies to increase the proportion of new and renewable energy. In 2008, it established Korea's first'Environmental Foundation' among local governments and is engaged in various activities to become a'sustainable city Ansan'. In addition, it is growing into an eco-friendly city by forming a network of residents and social groups for various environmental issues. In 2019, the "Environmental Education Ordinance" was enacted in order to revitalize the education of citizens about the environment such as climate change, and the "Environmental Education City Declaration Ceremony" is also held and active. In addition, “Environmental Conservation Plan”, “Basic Energy Plan” and “Climate Change Adaptation Plan” are regularly established to respond to climate change. | 01/20/2022 02:27:05 | |||
| 284365 | Cities 2021 | 2021 | 60546 | Nanjing 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. | 6 | Co-benefit area | 3 | Enhanced resilience | 01/20/2022 02:27:05 | |||
| 284366 | Cities 2021 | 2021 | 54700 | Prefeitura Municipal de Sumaré | 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. | 1 | Collaboration area | 1 | Question not applicable | 01/20/2022 02:27:05 | |||
| 284367 | Cities 2021 | 2021 | 50558 | City of London, 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 | 1 | Feasibility undertaken | 01/20/2022 02:27:05 | |||
| 284368 | Cities 2021 | 2021 | 54113 | City of Flagstaff, AZ | United States of America | North 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 | 2 | The Vulnerability Assessment was conducted for focus areas within the City. While vulnerabilities are impacted by exposures located outside the City boundaries (i.e., the National Forest that surrounds the City of Flagstaff), and the interdependencies within the greater Flagstaff area are covered, the impacts mainly focus on impacts within the City. | 01/20/2022 02:27:05 | |||
| 284369 | Cities 2021 | 2021 | 73755 | Legazpi City | 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 | 2 | Elderly | 01/20/2022 02:27:05 | |||
| 284370 | Cities 2021 | 2021 | 55334 | Município de Braga | Portugal | 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 | 2 | Chemical change > Atmospheric CO2 concentrations | 01/20/2022 02:27:05 | |||
| 284371 | Cities 2021 | 2021 | 59708 | City of Bethlehem, PA | 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 | 1 | Flood and sea level rise > Flash / surface flood | 01/20/2022 02:27:05 | |||
| 284372 | Cities 2021 | 2021 | 840944 | Prefeitura de Carnaúba dos Dantas | Brazil | Latin America | Submit your response | Response Language | What language are you submitting your response in? | 0 | 0 | Portuguese | 01/20/2022 02:27:05 | |||||
| 284373 | Cities 2021 | 2021 | 54329 | Bogor City Government | Indonesia | 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. | 2 | Type of collaboration | 1 | Capacity development | 01/20/2022 02:27:05 | |||
| 284374 | 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. | 6 | Most relevant assets / services affected overall | 5 | Energy | 01/20/2022 02:27:05 | |||
| 284375 | Cities 2021 | 2021 | 2185 | Bristol City Council | 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 | 4 | Industrial | 01/20/2022 02:27:05 | |||
| 284376 | Cities 2021 | 2021 | 840208 | Botkyrka 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. | 12 | Total cost provided by the local government (currency) | 4 | 0 | 01/20/2022 02:27:05 | |||
| 284377 | Cities 2021 | 2021 | 831923 | Muğla | Turkey | Middle East | 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 | 9 | It is aimed to ensure that rainwater/runoff is managed without harming the environment and human health. The aim is published by the Strategic Plan of Muğla Metropolitan Municipality. | 01/20/2022 02:27:05 | |||
| 284378 | Cities 2021 | 2021 | 54037 | City of Des Moines, IA | United States of America | North America | 6. Opportunities | Collaboration | 6.2a | Please provide some key examples of how your city collaborates with business and/or industries in the table below. | 2 | Type of collaboration | 1 | Project implementation and management | 01/20/2022 02:27:05 | |||
| 284379 | Cities 2021 | 2021 | 54492 | Bergen kommune | Norway | 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. | 1 | Adaptation goal | 1 | The municipality shall be one step ahead of developments and be optimally equipped to reduce the negative consequences of climate change to a minimum. | 01/20/2022 02:27:05 | |||
| 284380 | Cities 2021 | 2021 | 35883 | City of San José, 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. | 8 | Future change in frequency | 1 | Increasing | 01/20/2022 02:27:05 | |||
| 284381 | Cities 2021 | 2021 | 31052 | City of Cardiff | 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 | 2 | Residential | 01/20/2022 02:27:05 | |||
| 284382 | Cities 2021 | 2021 | 54663 | Prefeitura do Jaboatão dos Guararapes | Brazil | Latin America | 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 | 2020 | 01/20/2022 02:27:05 | ||
| 284383 | Cities 2021 | 2021 | 54529 | City of Leicester | 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. | 6 | Select the initiatives related to this adaptation goal that your city has committed to | 1 | Global Covenant of Mayors for Climate & Energy | 01/20/2022 02:27:05 | |||
| 284384 | Cities 2021 | 2021 | 60274 | Prefeitura de Cruzeiro do Sul | Brazil | Latin America | 0. Introduction | 0.2 | If you have not previously submitted your Letter of Commitment to the Global Covenant of Mayors, either through the relevant regional covenant or through the Global Covenant secretariat, please attach the letter signed by an appropriately mandated official (e.g. Mayor, City Council) to this question. | 0 | 0 | 01/20/2022 02:27:05 | ||||||
| 284385 | Cities 2021 | 2021 | 59151 | Akureyrarbær | Iceland | 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. | 5 | Explanation of boundary choice where the assessment boundary differs from the city boundary | 1 | 01/20/2022 02:27:05 | ||||
| 284386 | Cities 2021 | 2021 | 69822 | Kristianstads kommun | Sweden | 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 | Water supply & sanitation | 01/20/2022 02:27:05 | |||
| 284387 | Cities 2021 | 2021 | 43938 | The Executive Council, Govt of Dubai | United Arab Emirates | Middle East | 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 | 3 | Energy efficiency targets | 01/20/2022 02:27:05 | |||
| 284388 | Cities 2021 | 2021 | 834331 | Nakano City | Japan | East Asia | 1. Governance and Data Management | Governance | 1.4 | Please list the stakeholder engagement activities for each relevant stakeholder group. | 3 | Name of the engagement activities | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 284389 | Cities 2021 | 2021 | 58595 | Municipalidad de Belén | 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. | 6 | Most relevant assets / services affected overall | 5 | Land use planning | 01/20/2022 02:27:05 | |||
| 284390 | Cities 2021 | 2021 | 37261 | City of Pietermaritzburg | South Africa | 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. | 6 | Co-benefit area | 9 | Disaster Risk Reduction | 01/20/2022 02:27:05 | |||
| 284391 | Cities 2021 | 2021 | 839673 | Municipalidad Distrital de Jesús María | 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. | 6 | Co-benefit area | 8 | Reduced GHG emissions | 01/20/2022 02:27:05 | |||
| 284392 | Cities 2021 | 2021 | 60393 | Municipalidad de Santiago | Chile | Latin America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 11 | When do you first expect to experience those changes in frequency and intensity? | 1 | Immediately | 01/20/2022 02:27:05 | |||
| 284393 | Cities 2021 | 2021 | 54386 | Tainan City Government | Taiwan, Greater China | 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 | Residential | 01/20/2022 02:27:05 | |||
| 284394 | Cities 2021 | 2021 | 35913 | City of Nairobi | Kenya | Africa | 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 | 1 | Waterborne diseases are prevalent when there is contamination of water systems and impacts the vulnerable particularly children and the elderly | 01/20/2022 02:27:05 | |||
| 284395 | Cities 2021 | 2021 | 31178 | City of Mumbai | India | South and West Asia | 3. Adaptation | Adaptation Planning | 3.2 | Does your city council, or similar authority, have a published plan that addresses climate change adaptation and/or resilience? | 0 | 0 | 01/20/2022 02:27:05 | |||||
| 284396 | Cities 2021 | 2021 | 54354 | City Government of Makati | 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. | 10 | Future expected magnitude of hazard | 4 | High | 01/20/2022 02:27:05 | |||
| 284397 | Cities 2021 | 2021 | 55324 | Município de Guimarães | Portugal | 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 | 8 | Implementation complete but not in operation | 01/20/2022 02:27:05 | |||
| 284398 | Cities 2021 | 2021 | 848981 | City of Ormoc | Philippines | Southeast Asia and Oceania | 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 | |||
| 284399 | Cities 2021 | 2021 | 859134 | Tobishima Village | Japan | East Asia | 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 | ||
| 284400 | Cities 2021 | 2021 | 60410 | Municipalidad de Peñalolén | Chile | 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. | 12 | Primary author of plan | 2 | Dedicated city team | 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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