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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 285001 | Cities 2021 | 2021 | 859066 | Ashoro-Town | Japan | East Asia | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1b | Based on the climate hazards identified as "high risk" in your city, have you identified climate exposure scenarios? | 2 | Provide a summary of the outcomes of up to three scenarios | 1 | Climate exposure scenarios | Question not applicable | 01/20/2022 02:27:05 | ||
| 285002 | Cities 2021 | 2021 | 859159 | Oda City | Japan | 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. | 7 | Does the assessment identify vulnerable populations? | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 285003 | Cities 2021 | 2021 | 74547 | City of Mosier, OR | 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. | 6 | Please identify which vulnerable populations are affected by these climate-related impacts | 1 | Persons with pre-existing medical conditions | 01/20/2022 02:27:05 | |||
| 285004 | Cities 2021 | 2021 | 71557 | Quelimane Municipal Council | Mozambique | Africa | 0. Introduction | City Details | 0.3 | Please provide information about your city’s Mayor or equivalent legal representative authority in the table below. | 2 | Leader name | 1 | Please complete | Manuel Antonio Alculete Lopes De Araujo | 01/20/2022 02:27:05 | ||
| 285005 | Cities 2021 | 2021 | 31178 | City of Mumbai | India | South and West 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. | 12 | Primary author of plan | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 285006 | Cities 2021 | 2021 | 826207 | Junta Intermunicipal de Medio Ambiente Region Valles (JIMAV) | Mexico | Latin America | 6. Opportunities | Collaboration | 6.2a | Please provide some key examples of how your city collaborates with business and/or industries in the table below. | 2 | Type of collaboration | 1 | Collaborative initiative | 01/20/2022 02:27:05 | |||
| 285007 | Cities 2021 | 2021 | 35853 | City of Baltimore, MD | 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. | 4 | Current magnitude of hazard | 7 | High | 01/20/2022 02:27:05 | |||
| 285008 | Cities 2021 | 2021 | 31172 | Mexico City | Mexico | Latin America | 3. Adaptation | Adaptation Planning | 3.2a | Please provide more information on your plan that addresses climate change adaptation and/or resilience and attach the document. Please provide details on the boundary of your plan, and where this differs from your city’s boundary, please provide an explanation. | 6 | Boundary of plan relative to city boundary (reported in 0.1) | 5 | Same - covers entire city and nothing else | 01/20/2022 02:27:05 | |||
| 285009 | Cities 2021 | 2021 | 50396 | Prefeitura Municipal de Santos | 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 | 7 | Society / community & culture | 01/20/2022 02:27:05 | |||
| 285010 | Cities 2021 | 2021 | 862705 | Comodoro Rivadavia | 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. | 10 | Majority funding source | 5 | 01/20/2022 02:27:05 | ||||
| 285011 | Cities 2021 | 2021 | 60268 | Prefeitura de Brumadinho | Brazil | Latin America | 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. | 2 | Description | 1 | Risk assessment methodology | Há mais preocupação com a recuperação e prevenção das áreas impactadas e aquelas que poderão ser danificadas em um futuro próximo. Tal medida, por serem a base para as medidas de melhoria climática e captura de carbono, embasam os futuros processos para colaborar com tais medidas mundiais. | 01/20/2022 02:27:05 | ||
| 285012 | Cities 2021 | 2021 | 55180 | City of Shizuoka | Japan | East Asia | 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 | ||
| 285013 | Cities 2021 | 2021 | 35857 | City of Cincinnati, OH | 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 | 3 | Increased incidence and prevalence of disease and illness | 01/20/2022 02:27:05 | |||
| 285014 | Cities 2021 | 2021 | 73802 | Crespo | Argentina | 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. | 1 | Factors that affect ability to adapt | 3 | Access to education | 01/20/2022 02:27:05 | |||
| 285015 | Cities 2021 | 2021 | 43921 | Grad Zagreb | Croatia | Europe | 6. Opportunities | Finance and Economic Opportunities | 6.5 | List any mitigation, adaptation, water related or resilience projects you have planned within your city for which you hope to attract financing and provide details on the estimated costs and status of the project. If your city does not have any relevant projects, please select 'No relevant projects' under 'Project Area'. | 7 | Project description and attach project proposal | 1 | ZagEE - Zagreb an energy efficient city. Planned overall investment is 33.6M USD.The project ZagEE – Zagreb Energy Efficient City supports the realization of energy savings through the implementation of economically justified, energy efficient technologies and measures on objects owned by the City of Zagreb. The purpose of the said objects is various:3 city administration buildings;thermocamera15 elementary schools;7 secondary schools;36 kindergartens;6 retirement homes;3 health centers;17 buildings of local self-governmentmodernization of 3000 outdated luminaries in the public lighting system by LED luminaries with time based lighting control system.he project is implemented as part of the IEE program for technical assistance 2012. – Mobilization of local energy investments and includes financing of technical assistance as well as the production of the documentation necessary for energy refurbishment of objects, through the allocation of grants. This allows the beneficiaries to produce projects, feasibility studies and obtain the necessary documentation needed for financing the energy refurbishment of objects from sources other than the city budget, such as banks and EU funds. | 01/20/2022 02:27:05 | |||
| 285016 | Cities 2021 | 2021 | 50579 | City of Winnipeg, 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. | 6 | Co-benefit area | 3 | 01/20/2022 02:27:05 | ||||
| 285017 | Cities 2021 | 2021 | 55372 | Prefeitura Municipal de Canoas | Brazil | Latin America | 3. Adaptation | Adaptation Goals | 3.3 | Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal. | 7 | Comment | 8 | 01/20/2022 02:27:05 | ||||
| 285018 | Cities 2021 | 2021 | 68375 | Prefeitura de Abaetetuba | Brazil | 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. | 1 | Publication title and attach the document | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 285019 | Cities 2021 | 2021 | 827048 | Zhenjiang Municipal People's Government | China | 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. | 2 | Climate hazards that adaptation goal addresses | 11 | Flood and sea level rise > Permanent inundation | 01/20/2022 02:27:05 | |||
| 285020 | 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. | 4 | Status of action | 49 | Implementation | 01/20/2022 02:27:05 | |||
| 285021 | Cities 2021 | 2021 | 859073 | Ichinohe Town | Japan | East Asia | 6. Opportunities | Collaboration | 6.3 | Describe how your local/regional government collaborates and coordinates horizontally on climate action. | 2 | Description | 1 | Horizontal collaboration and coordination | Question not applicable | 01/20/2022 02:27:05 | ||
| 285022 | Cities 2021 | 2021 | 862814 | South-East Region of Ireland (Kilkenny, Carlow, Wexford, and Waterford Counties) | 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. | 9 | Future change in intensity | 1 | Increasing | 01/20/2022 02:27:05 | |||
| 285023 | Cities 2021 | 2021 | 60414 | Municipalidad Venado Tuerto | 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 | 2 | Extreme Precipitation > Rain storm | 01/20/2022 02:27:05 | |||
| 285024 | Cities 2021 | 2021 | 53254 | City of Hobart | Australia | Southeast Asia and Oceania | 6. Opportunities | Finance and Economic Opportunities | 6.5 | List any mitigation, adaptation, water related or resilience projects you have planned within your city for which you hope to attract financing and provide details on the estimated costs and status of the project. If your city does not have any relevant projects, please select 'No relevant projects' under 'Project Area'. | 9 | Total investment cost needed | 1 | 01/20/2022 02:27:05 | ||||
| 285025 | Cities 2021 | 2021 | 54345 | City Government of Davao | 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. | 6 | Most relevant assets / services affected overall | 10 | Emergency services | 01/20/2022 02:27:05 | |||
| 285026 | Cities 2021 | 2021 | 60381 | Alcaldía Distrital de Santa Marta | Colombia | 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. | 1 | Leader title | 1 | Please complete | administradora de empresas y política colombiana | Actualmente, el alcalde electo se encuentra en un proceso jurídico, por lo que suministra la información del Alcalde en encargo | 01/20/2022 02:27:05 | |
| 285027 | Cities 2021 | 2021 | 44077 | Kampala City | Uganda | Africa | 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? | 3 | Yes | 01/20/2022 02:27:05 | |||
| 285028 | Cities 2021 | 2021 | 59166 | Municipalidad de Independencia | Chile | Latin America | 6. Opportunities | Finance and Economic Opportunities | 6.6 | Has your city tested their climate actions through pilot/demonstration projects? | 1 | Pilot/demonstration projects | 1 | Tested by city government | Question not applicable | 01/20/2022 02:27:05 | ||
| 285029 | Cities 2021 | 2021 | 36159 | Município de Lisboa | 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. | 8 | Action description and implementation progress | 2 | Underway in the framework of the RESCCUE / Horizon 2020 Project, and the updating of urban and emergency planning tools, the objective is to strengthen urban resilience: the capacity of cities to prevent, prepare, respond and recover from disruptive events (shocks) multi-risk (by cascade effects), minimizing human, material, environmental and property damage. | 01/20/2022 02:27:05 | |||
| 285030 | Cities 2021 | 2021 | 74695 | Sandnes kommune | Norway | Europe | 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 | |||
| 285031 | Cities 2021 | 2021 | 60320 | Prefeitura de Presidente Prudente | 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. | 11 | Total cost of the project (currency) | 2 | 01/20/2022 02:27:05 | ||||
| 285032 | Cities 2021 | 2021 | 55379 | Santa Fé Ciudad | Argentina | 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)? | 2 | Comment | 1 | MRV system | Question not applicable | 01/20/2022 02:27:05 | ||
| 285033 | Cities 2021 | 2021 | 74414 | Boulder County, 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. | 1 | Factors that affect ability to adapt | 4 | 01/20/2022 02:27:05 | ||||
| 285034 | Cities 2021 | 2021 | 850468 | Prefeitura de Passo de Torres | Brazil | Latin America | 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 | Community/ies demand | 01/20/2022 02:27:05 | ||
| 285035 | 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. | 11 | When do you first expect to experience those changes in frequency and intensity? | 6 | Immediately | 01/20/2022 02:27:05 | |||
| 285036 | Cities 2021 | 2021 | 31186 | Changwon City | Republic of Korea | East Asia | 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 | ||
| 285037 | Cities 2021 | 2021 | 50382 | Municipio de Mérida | 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. | 12 | Please describe the impacts experienced so far, and how you expect the hazard to impact in the future | 1 | Acceso al cuidado de la salud, salud pública: Con temperaturas atípicamente extremas, es decir por encima de 40 o por debajo de 10 grados, así como en caso de impacto de ciclón tropical, no sólo por las enfermedades que se concatenan a este fenómeno sino por el posible daño a la infraestructura de salud, en caso de epidemia se rebasa la capacidad de atención de los centros médicos e incluso se agotan los medicamentos en la región.Pobreza, vivienda En el caso de los ciclones tropicales, hay daños en vivienda e infraestructura, así como la suspensión total temporal de las actividades por las diferentes categorías de alertas correspondientes, impacte o no un ciclón tropical. Algunos sectores de la ciudad que son más vulnerables, no cuentan con viviendas que soporten fenómenos como los huracanes. | 01/20/2022 02:27:05 | |||
| 285038 | 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. | 10 | Majority funding source | 7 | Local | 01/20/2022 02:27:05 | |||
| 285039 | Cities 2021 | 2021 | 60638 | Walvis Bay Municipality | Namibia | 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. | 1 | Publication title and attach the document | 0 | 01/20/2022 02:27:05 | ||||
| 285040 | Cities 2021 | 2021 | 31176 | Prefeitura do Rio de Janeiro | Brazil | 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 | 2 | Public health | 01/20/2022 02:27:05 | |||
| 285041 | Cities 2021 | 2021 | 50571 | City of Victoria, 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. | 1 | Publication title and attach the document | 1 | Climate Leadership Plan | COV_Climate_Action_Plan_OCT2019.pdf | 01/20/2022 02:27:05 | ||
| 285042 | Cities 2021 | 2021 | 54125 | City of Boise, ID | 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. | 13 | Total cost provided by the majority funding source (currency) | 3 | 01/20/2022 02:27:05 | ||||
| 285043 | Cities 2021 | 2021 | 859074 | Tagajo City | Japan | East Asia | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1a | Have you identified the most vulnerable geographic areas in your city? | 2 | Describe the methodology or process to identify these most vulnerable areas (e.g. mapping hotspots) | 1 | Vulnerable geographic areas | Question not applicable | 01/20/2022 02:27:05 | ||
| 285044 | Cities 2021 | 2021 | 59666 | City of Grande Prairie, AB | Canada | North America | 1. Governance and Data Management | Governance | 1.2 | Please list the local government departments involved in the GCC program and its role. | 2 | Number of employees in the department | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 285045 | Cities 2021 | 2021 | 52638 | Prefeitura de Aracaju | Brazil | Latin America | 1. Governance and Data Management | Governance | 1.4 | Please list the stakeholder engagement activities for each relevant stakeholder group. | 1 | Name of the stakeholder group | 0 | 01/20/2022 02:27:05 | ||||
| 285046 | Cities 2021 | 2021 | 55379 | Santa Fé Ciudad | 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. | 4 | Status of action | 10 | Pre-feasibility study/impact assessment | 01/20/2022 02:27:05 | |||
| 285047 | Cities 2021 | 2021 | 50375 | Ayuntamiento de Chihuahua | Mexico | 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? | 16 | Yes | 01/20/2022 02:27:05 | |||
| 285048 | Cities 2021 | 2021 | 1499 | Ajuntament de Barcelona | Spain | Europe | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 3 | Action title | 11 | 01/20/2022 02:27:05 | ||||
| 285049 | Cities 2021 | 2021 | 859095 | Mizuho Town | 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. | 1 | Factors that affect ability to adapt | 1 | 01/20/2022 02:27:05 | ||||
| 285050 | Cities 2021 | 2021 | 54124 | City of Fremont, 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. | 4 | Current magnitude of hazard | 2 | Medium High | 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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