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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 113201 | Cities 2021 | 2021 | 42123 | City of Goiânia | 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. | 2 | Leader name | 1 | Please complete | Iris Rezende | 01/19/2022 02:30:06 | ||
| 113202 | Cities 2021 | 2021 | 60364 | Alcaldía de Florencia | Colombia | 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. | 6 | Primary author of assessment | 0 | Question not applicable | 01/19/2022 02:30:06 | |||
| 113203 | Cities 2021 | 2021 | 49334 | City of Richmond, VA | United States of America | North America | 1. Governance and Data Management | Governance | 1.0 | Please detail sustainability goals and targets (e.g. GHG reductions) that are incorporated into your city’s master plan and describe how these are addressed in the table below. | 2 | Description | 1 | The Richmond 300 Master Plan (2020) includes goals to reduce greenhouse gas emissions community-wide by 45% by 2030 and achieve net zero emissions by 2050. On June 8, 2020, the Richmond City Council adopted Resolution 2020-R024 to "recognize the effects of global warming caused by human activity and to establish a climate action goal to achieve a 45 percent reduction in greenhouse gas emissions by 2030 and net zero greenhouse gas emissions by 2050 from the 2008 baseline." | 01/19/2022 02:30:06 | |||
| 113204 | Cities 2021 | 2021 | 827048 | Zhenjiang Municipal People's Government | China | 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. | 5 | Timescale of climate-related issues for the selected health area | 5 | Question not applicable | 01/19/2022 02:30:06 | |||
| 113205 | Cities 2021 | 2021 | 54114 | City of Asheville, NC | United States of America | North America | 6. Opportunities | Opportunities | 6.0 | Please indicate the opportunities your city has identified as a result of addressing climate change and describe how the city is positioning itself to take advantage of these opportunities. | 2 | Describe how the city is maximizing this opportunity | 12 | Through the Climate Justice Initiative, Emergency Food Planning and the updating of Buncombe county hazard mitigation plan our community is identifying strategies and frontline community priorities for resiliency projects. Through ongoing story circles and internal climate justice screening tool development we are working toward authentic engagement with community and creation of systems to incorporate climate justice considerations in city project planning. | 01/19/2022 02:30:06 | |||
| 113206 | Cities 2021 | 2021 | 59644 | City of Culver City, CA | 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 | Elderly | 01/19/2022 02:30:06 | |||
| 113207 | Cities 2021 | 2021 | 60178 | Linköpings kommun | Sweden | Europe | 2. Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0b | Please attach and provide details on your climate change risk and vulnerability assessment. Please provide details on the boundary of your assessment, and where this differs from your city’s boundary, please provide an explanation. | 8 | Areas/sectors covered by the risk and vulnerability assessment | 2 | Environment, Biodiversity and Forestry | 01/19/2022 02:30:06 | |||
| 113208 | Cities 2021 | 2021 | 35903 | Le Grand Casablanca | Morocco | 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. | 3 | Identify the climate hazards most significantly impacting the selected areas | 1 | Extreme cold temperature > Cold wave | 01/19/2022 02:30:06 | |||
| 113209 | Cities 2021 | 2021 | 54521 | BCP 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. | 7 | Please identify which vulnerable populations are affected | 5 | Persons with chronic diseases | 01/19/2022 02:30:06 | |||
| 113210 | Cities 2021 | 2021 | 50550 | City of Buffalo, NY | 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) | 4 | 01/19/2022 02:30:06 | ||||
| 113211 | Cities 2021 | 2021 | 63941 | Broward County, FL | 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) | 1 | 4000000 | 01/19/2022 02:30:06 | |||
| 113212 | Cities 2021 | 2021 | 54687 | Prefeitura Municipal de São José dos Campos | 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. | 14 | Web link | 7 | 01/19/2022 02:30:06 | ||||
| 113213 | Cities 2021 | 2021 | 74508 | City of Winona, MN | 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. | 8 | Stage of implementation | 0 | Question not applicable | 01/19/2022 02:30:06 | |||
| 113214 | Cities 2021 | 2021 | 50358 | Gobierno Municipal de Toluca de Lerdo | Mexico | Latin America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 6 | Most relevant assets / services affected overall | 3 | Public health | 01/19/2022 02:30:06 | |||
| 113215 | Cities 2021 | 2021 | 54119 | City of Palo Alto, CA | 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 | 2 | Wild fire > Land fire | 01/19/2022 02:30:06 | |||
| 113216 | Cities 2021 | 2021 | 834277 | Municipality of Patagones | 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. | 6 | Co-benefit area | 1 | Enhanced resilience | 01/19/2022 02:30:06 | |||
| 113217 | Cities 2021 | 2021 | 31154 | Bogotá Distrito Capital | Colombia | 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. | 5 | Means of implementation | 10 | Policy and regulation | 01/19/2022 02:30:06 | |||
| 113218 | Cities 2021 | 2021 | 2185 | Bristol City Council | United Kingdom of Great Britain and Northern Ireland | Europe | 6. Opportunities | Collaboration | 6.2a | Please provide some key examples of how your city collaborates with business and/or industries in the table below. | 3 | Description of collaboration | 3 | This relates to a much wider collaboration than just spatial planning but this was the best match in the menu. Bristol’s Environmental Sustainability Board (made up of members from different organisations) led the creation of, and will lead on the delivery of measures in, the One City Climate Strategy. | 01/19/2022 02:30:06 | |||
| 113219 | Cities 2021 | 2021 | 50362 | Municipalidad de Concepción | Chile | 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) | 4 | 01/19/2022 02:30:06 | ||||
| 113220 | Cities 2021 | 2021 | 55799 | Arlington, VA | 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. | 12 | Please describe the impacts experienced so far, and how you expect the hazard to impact in the future | 4 | high tide intense hurricane + sea level rise + subsidence could lead to intense storm surge | 01/19/2022 02:30:06 | |||
| 113221 | Cities 2021 | 2021 | 832002 | Municipalidad de Quepos | Costa Rica | Latin America | 6. Opportunities | Finance and Economic Opportunities | 6.7 | Has your city received/secured funding for any climate projects (e.g. energy efficiency, renewable energy, low emission vehicles, waste management, flood defence etc.) from an International Financial Institution (e.g. World Bank, Asian Development Bank, etc.)? | 2 | Comment | 1 | Funding received/secured | Question not applicable | 01/19/2022 02:30:06 | ||
| 113222 | Cities 2021 | 2021 | 840030 | Reconquista | 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) | 5 | 01/19/2022 02:30:06 | ||||
| 113223 | Cities 2021 | 2021 | 52638 | Prefeitura de Aracaju | 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. | 12 | Please describe the impacts experienced so far, and how you expect the hazard to impact in the future | 3 | Com a elevação do nível de rios os custos de intervenção com estruturas de contenção e intervenções de limpeza e desobstrução de canais de drenagem pode aumentar. O município apresenta áreas sob influencia do aumento do nível rio ocupadas por populações mais vulneráveis sujeitas a alagamentos nas regiões de vázea. Logo, os principais impactos compreendidos dentro desse sistema estão nos esforços socioeconômicos para a remoção de pessoas dessas áreas. | 01/19/2022 02:30:06 | |||
| 113224 | Cities 2021 | 2021 | 10595 | Leeds City Council | United Kingdom of Great Britain and Northern Ireland | Europe | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.3a | Please report on how climate change impacts health outcomes and health services in your city. | 2 | Health-related risk and vulnerability assessment undertaken | 1 | Yes | 01/19/2022 02:30:06 | |||
| 113225 | 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. | 2 | Did this hazard significantly impact your city before 2021? | 2 | Yes | 01/19/2022 02:30:06 | |||
| 113226 | Cities 2021 | 2021 | 54114 | City of Asheville, NC | United States of America | North America | 6. Opportunities | Opportunities | 6.1 | Has your city measured the wider social and economic impacts of delivering climate actions/projects/policies? If so, please provide more details on which benefits are being measured and/or a link to more information. | 3 | Further information | 1 | Response | Question not applicable | 01/19/2022 02:30:06 | ||
| 113227 | Cities 2021 | 2021 | 49339 | City and County of Honolulu, HI | 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. | 12 | Total cost provided by the local government (currency) | 14 | 01/19/2022 02:30:06 | ||||
| 113228 | Cities 2021 | 2021 | 859130 | Handa 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. | 5 | Means of implementation | 0 | 01/19/2022 02:30:06 | ||||
| 113229 | Cities 2021 | 2021 | 54395 | Taoyuan City Government | Taiwan, Greater China | East Asia | 6. Opportunities | Finance and Economic Opportunities | 6.9 | Has your city taken steps to decarbonize the investments held by the city retirement funds and/or municipal investments, e.g. by making a commitment to divest from fossil fuels and/or increase sustainable investments? | 2 | Please provide more details about how your city is taking steps to decarbonize the investments | 2 | Investments held by the city retirement funds, e.g. by making a commitment to divest from fossil fuels and/or increase sustainable investments? | Question not applicable | 01/19/2022 02:30:06 | ||
| 113230 | Cities 2021 | 2021 | 60140 | City of Nakuru | Kenya | Africa | 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'. | 1 | Project area | 3 | Water management | 01/19/2022 02:30:06 | |||
| 113231 | Cities 2021 | 2021 | 834349 | Shinjuku City | 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 | 1 | International | Question not applicable | 01/19/2022 02:30:06 | ||
| 113232 | Cities 2021 | 2021 | 31174 | Moscow Government | Russian Federation | Europe | 3. Adaptation | Adaptation Planning | 3.2a | Please provide more information on your plan that addresses climate change adaptation and/or resilience and attach the document. Please provide details on the boundary of your plan, and where this differs from your city’s boundary, please provide an explanation. | 3 | Sectors/areas covered by plan that addresses climate change adaptation | 3 | Building and Infrastructure | 01/19/2022 02:30:06 | |||
| 113233 | Cities 2021 | 2021 | 10595 | Leeds 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. | 4 | Status of action | 1 | Implementation | 01/19/2022 02:30:06 | |||
| 113234 | Cities 2021 | 2021 | 73669 | San Luis Obispo, CA | United States of America | North 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. | 2 | Comment | 1 | Please explain | Question not applicable | 01/19/2022 02:30:06 | ||
| 113235 | Cities 2021 | 2021 | 32480 | City of Adelaide | 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. | 8 | Future change in frequency | 3 | Increasing | 01/19/2022 02:30:06 | |||
| 113236 | Cities 2021 | 2021 | 834058 | Bogor Regency | Indonesia | Southeast Asia and Oceania | 6. Opportunities | Finance and Economic Opportunities | 6.8 | Has your city established a fund to invest in climate projects? | 1 | Funds to invest in climate projects | 1 | Funds | Question not applicable | 01/19/2022 02:30:06 | ||
| 113237 | Cities 2021 | 2021 | 73762 | Malang City | Indonesia | 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 | Question not applicable | 01/19/2022 02:30:06 | ||
| 113238 | Cities 2021 | 2021 | 73695 | Uranga | 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. | 7 | Please identify which vulnerable populations are affected | 2 | Indigenous population | 01/19/2022 02:30:06 | |||
| 113239 | 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 | 8 | Transport | 01/19/2022 02:30:06 | |||
| 113240 | Cities 2021 | 2021 | 50359 | Gobierno Municipal de León de los Aldamas | Mexico | Latin America | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 6 | Co-benefit area | 4 | Promote circular economy | 01/19/2022 02:30:06 | |||
| 113241 | Cities 2021 | 2021 | 54276 | City of Greater Bendigo | Australia | Southeast Asia and Oceania | 6. Opportunities | Finance and Economic Opportunities | 6.11 | Does your city have its own credit rating? | 3 | Rating | 1 | International | 01/19/2022 02:30:06 | |||
| 113242 | Cities 2021 | 2021 | 848249 | Corrales | Colombia | Latin America | 1. Governance and Data Management | Governance | 1.5 | Please describe to what extent the planning process is transparent and open. | 3 | The climate adaptation/mitigation plan makes the different commitments for reporting (including in public meetings) on progress towards implementing the plan explicit | 1 | Planning process | Question not applicable | 01/19/2022 02:30:06 | ||
| 113243 | Cities 2021 | 2021 | 840923 | Prefeitura de Nova Santa Rita | 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'. | 7 | Project description and attach project proposal | 1 | 01/19/2022 02:30:06 | ||||
| 113244 | Cities 2021 | 2021 | 859170 | Ogori City | Japan | East Asia | 1. Governance and Data Management | Data Management | 1.8 | Please describe your city’s climate data management plan including data collection, storing, quality assurance/checking (QA/QC) and updating of the plan, and attach reference document. | 0 | 0 | Question not applicable | 01/19/2022 02:30:06 | ||||
| 113245 | Cities 2021 | 2021 | 859058 | Tomari Village | 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. | 5 | Year of adoption of adaptation plan by local government | 0 | Question not applicable | 01/19/2022 02:30:06 | |||
| 113246 | Cities 2021 | 2021 | 859162 | Fukuyama 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. | 6 | Primary author of assessment | 0 | Question not applicable | 01/19/2022 02:30:06 | |||
| 113247 | Cities 2021 | 2021 | 35865 | Municipality of Fortaleza | 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. | 3 | Current probability of hazard | 4 | Medium High | 01/19/2022 02:30:06 | |||
| 113248 | Cities 2021 | 2021 | 73725 | Guaminí | Argentina | Latin America | 1. Governance and Data Management | Governance | 1.3 | Please list the key development challenges, barriers and opportunities within the GCC Program. | 3 | Staff Training Needs Assessment | 0 | Question not applicable | 01/19/2022 02:30:06 | |||
| 113249 | 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 | 2 | Flood and sea level rise > Flash / surface flood | 01/19/2022 02:30:06 | |||
| 113250 | Cities 2021 | 2021 | 54652 | Prefeitura de Osasco | 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. | 8 | Action description and implementation progress | 3 | Com o aumento da frequência cada vez maior do volume de precipitações e da ocorrência de eventos extremos de chuva, com pequenas durações, porém, com grande volume, aliado a questões sociais existentes no país, tem ocorrido o aumento da migração da população para a periferia da RMSP e algumas delas em áreas consideradas de risco (margens ou encostas). Essa situação de urbanização, em especial com população de vulnerabilidade social, tem preocupado o município devido aos grandes desastres por conta desses fatos. | 01/19/2022 02:30:06 |
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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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