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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 306251 | Cities 2021 | 2021 | 54066 | City of Fort Collins, CO | 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. | 5 | Means of implementation | 3 | 01/20/2022 02:27:05 | ||||
| 306252 | Cities 2021 | 2021 | 36410 | City of Memphis, TN | United States of America | North America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 10 | Future expected magnitude of hazard | 2 | High | 01/20/2022 02:27:05 | |||
| 306253 | Cities 2021 | 2021 | 859177 | Takeo City | Japan | East Asia | 1. Governance and Data Management | Governance | 1.4 | Please list the stakeholder engagement activities for each relevant stakeholder group. | 6 | Attach reference document such as meeting minutes, pictures or webpage | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 306254 | Cities 2021 | 2021 | 50398 | Ciudad de Juárez | Mexico | 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'. | 1 | Project area | 1 | Waste management | 01/20/2022 02:27:05 | |||
| 306255 | Cities 2021 | 2021 | 50543 | Halifax Regional Municipality, NS | Canada | 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. | 5 | Does this goal align with a requirement from a higher level of government? | 4 | Yes | 01/20/2022 02:27:05 | |||
| 306256 | Cities 2021 | 2021 | 31151 | Stadt Basel | Switzerland | Europe | 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 | ||
| 306257 | Cities 2021 | 2021 | 59696 | City of Longmont, CO | 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. | 3 | Sectors/areas covered by plan that addresses climate change adaptation | 3 | Spatial Planning | 01/20/2022 02:27:05 | |||
| 306258 | Cities 2021 | 2021 | 43938 | The Executive Council, Govt of Dubai | United Arab Emirates | Middle East | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 8 | Future change in frequency | 6 | Do not know | 01/20/2022 02:27:05 | |||
| 306259 | Cities 2021 | 2021 | 2621 | Cambridgeshire County 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. | 11 | When do you first expect to experience those changes in frequency and intensity? | 0 | 01/20/2022 02:27:05 | ||||
| 306260 | Cities 2021 | 2021 | 37261 | City of Pietermaritzburg | South Africa | 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 | 9 | Other, please specify: the extent of the pest infection is currently unknown, however, due to the temperature variations experienced recently, there have been a number of incidents reported of pest / insect activity | 01/20/2022 02:27:05 | |||
| 306261 | Cities 2021 | 2021 | 35914 | Greater Hyderabad Municipal Corporation | India | South and West Asia | 6. Opportunities | Collaboration | 6.2 | Does your city collaborate in partnership with businesses and/or industries in your city on sustainability projects? | 0 | 0 | 01/20/2022 02:27:05 | |||||
| 306262 | Cities 2021 | 2021 | 54667 | Prefeitura Municipal de Contagem | 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. | 12 | Total cost provided by the local government (currency) | 3 | 01/20/2022 02:27:05 | ||||
| 306263 | Cities 2021 | 2021 | 54402 | Lahden kaupunki | Finland | Europe | 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. | 1 | Opportunity | 8 | Other, please specify: International center for environmental knowledge providing carbon neutral energy | 01/20/2022 02:27:05 | |||
| 306264 | Cities 2021 | 2021 | 49345 | City of Birmingham, AL | United States of America | North America | 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 | Birmingham occupies Jones Valley, flanked by long parallel mountain ridges (tailing ends of the Appalachian Mountains) running from northeast to southwest. The valley is drained by small creeks (Village Creek, Valley Creek) which flow into the Black Warrior River. The valley was bisected by the principal railroad corridor, along which most of the early manufacturing operations began.Red Mountain lies immediately south of downtown. Many of Birmingham's television and radio broadcast towers are lined up along this prominent ridge. The "Over the Mountain" area, including Shades Valley, Shades Mountain and beyond, was largely shielded from the industrial smoke and rough streets of the industrial city. This is the setting for Birmingham's more affluent suburbs of Mountain Brook, Vestavia Hills, Homewood, Pelham, and Hoover. South of Shades Valley is the Cahaba River basin, one of the most diverse river ecosystems in the United States.Sand Mountain, a lower ridge, flanks the city to the north and divides Jones Valley from much more rugged land to the north. The Louisville and Nashville Railroad (now CSX Transportation) enters the valley through Boyles Gap, a prominent gap in the long low ridge. Ruffner Mountain, due east of the heart of the city, is home to Ruffner Mountain Nature Preserve, one of the largest urban nature reserves in the U.S. | 01/20/2022 02:27:05 | |||
| 306265 | Cities 2021 | 2021 | 54341 | Toyama City | Japan | East Asia | 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 | ||||
| 306266 | Cities 2021 | 2021 | 54611 | Alcaldia de Manizales | Colombia | Latin America | 3. Adaptation | Adaptation Goals | 3.3 | Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal. | 4 | Description of metric / indicator used to track goal | 40 | PTAR con aprovechamiento de Biogás | 01/20/2022 02:27:05 | |||
| 306267 | Cities 2021 | 2021 | 833284 | West Midlands Combined Authority | 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. | 6 | Co-benefit area | 1 | Resource conservation (e.g. soil, water) | 01/20/2022 02:27:05 | |||
| 306268 | Cities 2021 | 2021 | 54327 | Semarang City Government | Indonesia | 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 | |||
| 306269 | Cities 2021 | 2021 | 834228 | Municipality of Curridabat | Costa Rica | 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. | 2 | Action | 1 | Flood mapping | 01/20/2022 02:27:05 | |||
| 306270 | Cities 2021 | 2021 | 859107 | Tsubata Town | 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. | 3 | Identify the climate hazards most significantly impacting the selected areas | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 306271 | Cities 2021 | 2021 | 54519 | Lunds 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 | 1 | Enhanced climate change adaptation | 01/20/2022 02:27:05 | |||
| 306272 | Cities 2021 | 2021 | 16581 | City of Seattle, WA | 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. | 6 | Co-benefit area | 4 | Social inclusion, social justice | 01/20/2022 02:27:05 | |||
| 306273 | Cities 2021 | 2021 | 55379 | Santa Fé Ciudad | Argentina | Latin America | 3. Adaptation | Adaptation Planning Process | 3.6 | Please explain how your city is evaluating inclusion and equity in the design, implementation or monitoring of the city's climate actions (equity assessments). | 1 | How city is evaluating inclusion and equity | 1 | Response | Question not applicable | 01/20/2022 02:27:05 | ||
| 306274 | Cities 2021 | 2021 | 859126 | Iwata City | 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? | 1 | Response | 1 | Climate exposure scenarios | Question not applicable | 01/20/2022 02:27:05 | ||
| 306275 | Cities 2021 | 2021 | 35886 | Comune di Torino | 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. | 3 | Action title | 9 | Maintenance of public green | 01/20/2022 02:27:05 | |||
| 306276 | Cities 2021 | 2021 | 54253 | Wollongong City Council | Australia | Southeast Asia and Oceania | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.2 | Please identify and describe the factors that most greatly affect your city’s ability to adapt to climate change and indicate how those factors either support or challenge this ability. | 3 | Level of degree to which factor challenges/supports the adaptive capacity of your city | 3 | Significantly supports | 01/20/2022 02:27:05 | |||
| 306277 | Cities 2021 | 2021 | 10806 | London Borough of Enfield | 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. | 8 | Future change in frequency | 5 | Increasing | 01/20/2022 02:27:05 | |||
| 306278 | Cities 2021 | 2021 | 845305 | Guarco | Costa Rica | 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. | 2 | Action | 1 | No action currently taken | 01/20/2022 02:27:05 | |||
| 306279 | 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. | 7 | Please identify which vulnerable populations are affected | 5 | Persons living in sub-standard housing | 01/20/2022 02:27:05 | |||
| 306280 | Cities 2021 | 2021 | 848474 | Richmond Council | United Kingdom of Great Britain and Northern Ireland | Europe | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 7 | Sectors/areas adaptation action applies to | 6 | Building and Infrastructure | 01/20/2022 02:27:05 | |||
| 306281 | Cities 2021 | 2021 | 54305 | Rajkot Municipal Corporation | India | South and West 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 | ||
| 306282 | 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. | 5 | Means of implementation | 2 | Sustainable public procurement | 01/20/2022 02:27:05 | |||
| 306283 | Cities 2021 | 2021 | 859126 | Iwata City | Japan | East Asia | 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 | 01/20/2022 02:27:05 | ||||
| 306284 | Cities 2021 | 2021 | 845133 | Prefeitura de Monteiro Lobato | 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 | 1 | Medium High | 01/20/2022 02:27:05 | |||
| 306285 | Cities 2021 | 2021 | 54652 | Prefeitura de Osasco | 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. | 1 | Climate Hazards | 4 | Storm and wind > Tropical storm | Consulte dados sobre Água - Recursos Hídricos | 01/20/2022 02:27:05 | ||
| 306286 | Cities 2021 | 2021 | 10595 | Leeds City Council | United Kingdom of Great Britain and Northern Ireland | Europe | 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 | 2 | Many of the changes required to adapt to rising temperatures involve installation of efficiency or other technological measures in existing housing, especially with regards to the private rental sector. National support and policy is needed. | 01/20/2022 02:27:05 | |||
| 306287 | Cities 2021 | 2021 | 859168 | Saijo City | Japan | East Asia | 0. Introduction | City Details | 0.5 | Please provide details of your city’s current population. Report the population in the year of your reported inventory, if possible. | 1 | Current population | 1 | Please complete | 01/20/2022 02:27:05 | |||
| 306288 | Cities 2021 | 2021 | 60003 | Baguio City | Philippines | Southeast Asia and Oceania | 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 | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 306289 | Cities 2021 | 2021 | 60638 | Walvis Bay Municipality | Namibia | Africa | 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 | 01/20/2022 02:27:05 | ||
| 306290 | Cities 2021 | 2021 | 43970 | Alcaldía Distrital de Barranquilla | Colombia | 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'. | 4 | Status of financing | 1 | Project not funded and seeking full funding | 01/20/2022 02:27:05 | |||
| 306291 | Cities 2021 | 2021 | 54348 | The Local Government of Quezon 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 | 1 | Children & youth | 01/20/2022 02:27:05 | |||
| 306292 | Cities 2021 | 2021 | 73755 | Legazpi City | Philippines | 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. | 2 | Climate hazards that adaptation goal addresses | 6 | Storm and wind > Severe wind | 01/20/2022 02:27:05 | |||
| 306293 | Cities 2021 | 2021 | 59588 | Town of Chapel Hill, NC | 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. | 9 | Finance status | 3 | Pre-feasibility/impact assessment study status | 01/20/2022 02:27:05 | |||
| 306294 | Cities 2021 | 2021 | 54144 | City of Yarra | 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. | 11 | Describe the synergies, trade-offs, and co-benefits of this interaction | 1 | 01/20/2022 02:27:05 | ||||
| 306295 | Cities 2021 | 2021 | 10495 | City of Las Vegas, NV | United States of America | North America | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 6 | Co-benefit area | 2 | Greening the economy | 01/20/2022 02:27:05 | |||
| 306296 | Cities 2021 | 2021 | 54622 | Prefeitura da Estância Turística de ITU | Brazil | Latin America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.3a | Please report on how climate change impacts health outcomes and health services in your city. | 6 | Please identify which vulnerable populations are affected by these climate-related impacts | 1 | Low-income households | 01/20/2022 02:27:05 | |||
| 306297 | Cities 2021 | 2021 | 73752 | Bontang City | 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. | 2 | Climate hazards that adaptation goal addresses | 1 | Flood and sea level rise > Coastal flood | 01/20/2022 02:27:05 | |||
| 306298 | Cities 2021 | 2021 | 55325 | Município de Águeda | 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. | 11 | Total cost of the project (currency) | 8 | 700000 | 01/20/2022 02:27:05 | |||
| 306299 | Cities 2021 | 2021 | 834058 | Bogor Regency | Indonesia | Southeast Asia and Oceania | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 7 | Sectors/areas adaptation action applies to | 10 | Agriculture and Forestry | 01/20/2022 02:27:05 | |||
| 306300 | Cities 2021 | 2021 | 55415 | City of Columbia, SC | 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 | 5 | Plan recommendations include:•Adopt a development type that prioritizes the conservation of natural and cultural resources and food systems•Actively work to secure permanent access or property for future greenways.•Integrate our rivers into City life by developing the riverfront sustainably and in a way that brings activity to the riverfront while protecting ecosystem services.•Plan for the preservation of land near rivers and streams, and provide appropriate public access where possible.•Examine how to best facilitate stream and wetland restoration through providing for flexible site design and/or incentives.•Explore strategies to regulate the development of land where greenway routes are identified. | 01/20/2022 02:27:05 |
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This data is collected through the CDP-ICLEI Unified Reporting System. When using this data, please cite both organisations using the following wording: ‘This data was collected in partnership by CDP and ICLEI - Local Governments for Sustainability’.
This dataset contains a subset of the related full cities dataset, covering Climate Risk and Vulnerability Assessment and Adaptation Action questions for publicly disclosing cities in 2021. The platform is still open and the dataset is updated daily to reflect new submissions.
To view the cities 2021 questionnaire guidance, including all questions asked to cities in 2021, visit https://www.cdp.net/en/guidance/guidance-for-cities.
For any questions, including guidance on how to reference this data in your own work, please contact cities@cdp.net.
Please note that this dataset may contain data from cities or, in some instances, groups of cities at different administrative levels. This includes metropolitan areas, combined authorities, and some regional councils.
When using the inventory data for aggregation, comparison and trend analysis, please note that the inventory data is based on non-verified self-reported city inputs. The reported inventory may not include all emission sources within the city boundary.
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