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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130301 | Cities 2021 | 2021 | 31148 | Gemeente Amsterdam | Netherlands | 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 | Tourism | 01/20/2022 02:27:05 | |||
| 130302 | Cities 2021 | 2021 | 863201 | Sanggau Regency | Indonesia | Southeast Asia and Oceania | 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 | 01/20/2022 02:27:05 | |||
| 130303 | Cities 2021 | 2021 | 50378 | Municipalidad de San José | Costa Rica | 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? | 4 | Yes | 01/20/2022 02:27:05 | |||
| 130304 | Cities 2021 | 2021 | 849040 | General Pueyrredon | Argentina | 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. | 1 | Primary methodology | 1 | Risk assessment methodology | Proprietary Methodology | 01/20/2022 02:27:05 | ||
| 130305 | Cities 2021 | 2021 | 36501 | Comune di Prato | Italy | Europe | 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 | Adesione Prato firmato.pdf | 01/20/2022 02:27:05 | |||||
| 130306 | Cities 2021 | 2021 | 73755 | Legazpi City | Philippines | Southeast Asia and Oceania | 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 | 9 | Improved efficiency of municipal operations | 01/20/2022 02:27:05 | |||
| 130307 | Cities 2021 | 2021 | 57509 | Prefeitura de Niterói | 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. | 7 | Sectors/areas adaptation action applies to | 5 | Fishery | 01/20/2022 02:27:05 | |||
| 130308 | Cities 2021 | 2021 | 848474 | Richmond 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. | 10 | Future expected magnitude of hazard | 5 | Medium High | The council is considering hazards in the context of the 2021 CCC "Independent Assessment of UK Climate Risk". The report identified more than 60 risks. London in particular is at risk from various direct impacts, including: -Flooding: sea level rise and incidence of tidal flooding; surface water and river flooding -Heatwaves especially as London suffers from the heat island effect with risks to human health, wellbeing and productivity from increased exposure to heat in homes and other buildings-Drought-Storminess and extreme eventsIndirectly, the residents of Richmond are some of the highest consumers in the country. Key areas for adaptation therefore relate to indirect impacts around •Risks to supply of food, goods and vital services due to climate-related collapse of supply chains and distribution networks•Risks to people and the economy from failure of the power system•Multiple other risks to the UK from impacts overseas | 01/20/2022 02:27:05 | ||
| 130309 | Cities 2021 | 2021 | 834352 | Suita 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. | 1 | Climate hazards | 1 | Extreme hot temperature > Extreme hot days | 01/20/2022 02:27:05 | |||
| 130310 | Cities 2021 | 2021 | 50357 | Ciudad de Mendoza | 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. | 13 | Total cost provided by the majority funding source (currency) | 8 | 01/20/2022 02:27:05 | ||||
| 130311 | Cities 2021 | 2021 | 35872 | Municipality of Recife | Brazil | Latin America | 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 | |||
| 130312 | Cities 2021 | 2021 | 841154 | Municipalidad de Independencia (Peru) | Peru | 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'. | 5 | Financing model identified | 1 | 01/20/2022 02:27:05 | ||||
| 130313 | Cities 2021 | 2021 | 37261 | City of Pietermaritzburg | South Africa | Africa | 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 | 3 | Msunduzi Municipalities 2017-2022 IDP states that "Inherently, unemployment leads to loss of income by households. As household income decreases and becomes unable to meet all the needs of the household, that household is categorized as living in poverty" | 01/20/2022 02:27:05 | |||
| 130314 | Cities 2021 | 2021 | 42178 | Distrito Metropolitano de Quito | Ecuador | 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 | Doctor | 01/20/2022 02:27:05 | ||
| 130315 | Cities 2021 | 2021 | 862482 | San Pedro Garza García | 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'. | 4 | Status of financing | 0 | 01/20/2022 02:27:05 | ||||
| 130316 | Cities 2021 | 2021 | 3203 | City of Chicago, 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. | 5 | Means of implementation | 4 | Infrastructure development | 01/20/2022 02:27:05 | |||
| 130317 | Cities 2021 | 2021 | 859150 | Shiso City | Japan | East Asia | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 12 | Please describe the impacts experienced so far, and how you expect the hazard to impact in the future | 0 | 01/20/2022 02:27:05 | ||||
| 130318 | Cities 2021 | 2021 | 848125 | Oreamuno | 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. | 14 | Web link | 1 | 01/20/2022 02:27:05 | ||||
| 130319 | Cities 2021 | 2021 | 54396 | Can Tho City | Viet Nam | 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. | 4 | Climate hazards factored into plan that addresses climate change adaptation | 2 | Extreme hot temperature > Heat wave | 01/20/2022 02:27:05 | |||
| 130320 | Cities 2021 | 2021 | 42388 | Intendencia de Montevideo | Uruguay | Latin America | 0. Introduction | City Details | 0.5 | Please provide details of your city’s current population. Report the population in the year of your reported inventory, if possible. | 3 | Projected population | 1 | Please complete | 1383134 | 01/20/2022 02:27:05 | ||
| 130321 | Cities 2021 | 2021 | 826427 | Município de Valongo | 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. | 6 | Co-benefit area | 2 | Enhanced climate change adaptation | 01/20/2022 02:27:05 | |||
| 130322 | Cities 2021 | 2021 | 60410 | Municipalidad de Peñalolén | Chile | 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. | 3 | Level of degree to which factor challenges/supports the adaptive capacity of your city | 4 | Significantly challenges | 01/20/2022 02:27:05 | |||
| 130323 | Cities 2021 | 2021 | 848568 | Metropolitan Council, Twin Cities | 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. | 4 | Boundary of assessment relative to city boundary (reported in 0.1) | 1 | Same – covers entire city and nothing else | 01/20/2022 02:27:05 | |||
| 130324 | Cities 2021 | 2021 | 859169 | Kuroshio Town | Japan | East Asia | 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 | 0 | 01/20/2022 02:27:05 | ||||
| 130325 | Cities 2021 | 2021 | 54345 | City Government of Davao | 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. | 8 | Areas/sectors covered by the risk and vulnerability assessment | 8 | Commercial | 01/20/2022 02:27:05 | |||
| 130326 | Cities 2021 | 2021 | 31149 | Dímos Athinaíon | Greece | 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. | 3 | Level of degree to which factor challenges/supports the adaptive capacity of your city | 6 | Significantly supports | 01/20/2022 02:27:05 | |||
| 130327 | Cities 2021 | 2021 | 58391 | Maribyrnong City Council | Australia | Southeast Asia and Oceania | 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. | 1 | Primary methodology | 1 | Risk assessment methodology | Question not applicable | 01/20/2022 02:27:05 | ||
| 130328 | Cities 2021 | 2021 | 50572 | City of Saint Paul, MN | 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. | 3 | Current probability of hazard | 12 | High | 01/20/2022 02:27:05 | |||
| 130329 | Cities 2021 | 2021 | 831674 | Município de Amarante | Portugal | 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'. | 8 | Total cost of project | 4 | 351455.28 | 01/20/2022 02:27:05 | |||
| 130330 | 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. | 5 | Means of implementation | 9 | 01/20/2022 02:27:05 | ||||
| 130331 | Cities 2021 | 2021 | 834278 | Municipality of Resistencia | Argentina | 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. | 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 | |||
| 130332 | Cities 2021 | 2021 | 31090 | District of Columbia, DC | 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. | 3 | Target year of goal | 4 | 2032 | 01/20/2022 02:27:05 | |||
| 130333 | Cities 2021 | 2021 | 54110 | City of Santa Monica, CA | United States of America | North America | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 10 | Majority funding source | 7 | Local | 01/20/2022 02:27:05 | |||
| 130334 | Cities 2021 | 2021 | 54430 | Ville du Havre | France | 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 | 1 | Elderly | 01/20/2022 02:27:05 | |||
| 130335 | Cities 2021 | 2021 | 58483 | City of Surrey, BC | 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. | 12 | Please describe the impacts experienced so far, and how you expect the hazard to impact in the future | 5 | Roughly 60% of Surrey’s parks are managed natural areas, though unmaintained wildlands also exist along Hydro right of ways and other sites across the City. Over the past twenty years there have been no recorded large-scale fires within Surrey’s park natural areas. However, the risk of wildfires is likely to increase with warmer temperatures, longer periods without rain and increasing tree mortalities. Many natural areas are adjacent to important structures that are at risk should a natural area fire occur. In 2013, the City completed a Community Wildfire Protection Plan that identifies areas at high risk of wildfires, acknowledges the importance of climate change in managing wildfire risk in the future, and recommends the plan be reviewed every five years. | 01/20/2022 02:27:05 | |||
| 130336 | Cities 2021 | 2021 | 31172 | Mexico City | 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. | 3 | Identify the climate hazards most significantly impacting the selected areas | 1 | Extreme hot temperature > Heat wave | 01/20/2022 02:27:05 | |||
| 130337 | Cities 2021 | 2021 | 54274 | Rotorua Lakes Council | New Zealand | 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 | 15 | Increasing | 01/20/2022 02:27:05 | |||
| 130338 | Cities 2021 | 2021 | 31176 | Prefeitura do Rio de Janeiro | Brazil | 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 | 7 | Access to education | 01/20/2022 02:27:05 | |||
| 130339 | Cities 2021 | 2021 | 50713 | Chuncheon City | Republic of Korea | 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. | 7 | If the city boundary is different from the plan boundary, please explain why | 1 | 01/20/2022 02:27:05 | ||||
| 130340 | Cities 2021 | 2021 | 859061 | Teshio Town | Japan | East Asia | 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 | 0 | 01/20/2022 02:27:05 | ||||
| 130341 | Cities 2021 | 2021 | 59535 | Town of Vail, 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 | 3 | Commercial | 01/20/2022 02:27:05 | |||
| 130342 | Cities 2021 | 2021 | 43912 | City of Edmonton, AB | Canada | North America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 6 | Most relevant assets / services affected overall | 1 | Transport | 01/20/2022 02:27:05 | |||
| 130343 | Cities 2021 | 2021 | 43914 | City of Charlotte, NC | United States of America | North America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 9 | Future change in intensity | 2 | Increasing | 01/20/2022 02:27:05 | |||
| 130344 | Cities 2021 | 2021 | 31179 | Gemeente Rotterdam | Netherlands | Europe | 6. Opportunities | Finance and Economic Opportunities | 6.8 | Has your city established a fund to invest in climate projects? | 3 | Comment | 1 | Funds | Question not applicable | 01/20/2022 02:27:05 | ||
| 130345 | Cities 2021 | 2021 | 73252 | Pemba Municipality | Mozambique | Africa | 6. Opportunities | Climate Action Planning | 6.13 | How many people within your city are employed in green jobs/industries? | 3 | If you analyse demographic variables, please indicate which variables from the list below | 1 | Green jobs/industries | Question not applicable | 01/20/2022 02:27:05 | ||
| 130346 | Cities 2021 | 2021 | 59537 | City of Denton, TX | United States of America | North America | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 1 | Climate hazards | 3 | Water Scarcity > Drought | 01/20/2022 02:27:05 | |||
| 130347 | Cities 2021 | 2021 | 859131 | Inazawa City | Japan | East Asia | 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'. | 8 | Total cost of project | 0 | 01/20/2022 02:27:05 | ||||
| 130348 | 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. | 6 | Select the initiatives related to this adaptation goal that your city has committed to | 5 | One Planet City Challenge | 01/20/2022 02:27:05 | |||
| 130349 | Cities 2021 | 2021 | 850301 | Bellingen Shire | 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. | 14 | Update/revision process in place for the Adaptation Plan | 1 | Question not applicable | 01/20/2022 02:27:05 | |||
| 130350 | Cities 2021 | 2021 | 54652 | Prefeitura de Osasco | 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. | 2 | Climate hazards that adaptation goal addresses | 2 | Water Scarcity > Drought | 01/20/2022 02:27:05 |
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Description
This data is collected through the CDP-ICLEI Unified Reporting System. When using this data, please cite both organisations using the following wording: ‘This data was collected in partnership by CDP and ICLEI - Local Governments for Sustainability’.
This dataset contains a subset of the related full cities dataset, covering Climate Risk and Vulnerability Assessment and Adaptation Action questions for publicly disclosing cities in 2021. The platform is still open and the dataset is updated daily to reflect new submissions.
To view the cities 2021 questionnaire guidance, including all questions asked to cities in 2021, visit https://www.cdp.net/en/guidance/guidance-for-cities.
For any questions, including guidance on how to reference this data in your own work, please contact cities@cdp.net.
Please note that this dataset may contain data from cities or, in some instances, groups of cities at different administrative levels. This includes metropolitan areas, combined authorities, and some regional councils.
When using the inventory data for aggregation, comparison and trend analysis, please note that the inventory data is based on non-verified self-reported city inputs. The reported inventory may not include all emission sources within the city boundary.
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