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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 313651 | Cities 2021 | 2021 | 31112 | Kaohsiung City Government | Taiwan, Greater 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. | 4 | Identify the climate-related health issues faced by your city | 1 | Overwhelming of health service provision due to increased demand | 01/20/2022 02:27:05 | |||
| 313652 | Cities 2021 | 2021 | 53959 | City of Fayetteville, AR | 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 | 1 | Marginalized groups | 01/20/2022 02:27:05 | |||
| 313653 | Cities 2021 | 2021 | 50572 | City of Saint Paul, MN | United States of America | North 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 | Melvin Carter | 01/20/2022 02:27:05 | ||
| 313654 | Cities 2021 | 2021 | 60374 | Alcaldía de Ibagué | 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. | 11 | Total cost of the project (currency) | 1 | 01/20/2022 02:27:05 | ||||
| 313655 | 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. | 5 | Social impact of hazard overall | 2 | Increased resource demand | 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 | ||
| 313656 | Cities 2021 | 2021 | 3203 | City of Chicago, IL | 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 | 3 | Through projects that include municipal building energy retrofits, public transportation system upgrades, and improvements in street lighting, the City of Chicago plans to use innovative investments in order to improve public resources and services across the city. In these efforts, the city resolves to provide energy savings and upgrades at no up-front cost in order to share the realized electricity and natural gas savings.The City is also planning to expand the scope of its retrofit program to lend more technical assistance to a range of building typologies and communities, broadening the number and type of voluntary participants. Equity will be front and center to the program expansion. | 01/20/2022 02:27:05 | |||
| 313657 | Cities 2021 | 2021 | 31156 | Municipality of Curitiba | 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. | 3 | Identify the climate hazards most significantly impacting the selected areas | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 313658 | Cities 2021 | 2021 | 859063 | Atsuma Town | Japan | East Asia | 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 | 0 | 01/20/2022 02:27:05 | ||||
| 313659 | Cities 2021 | 2021 | 49333 | City of Louisville, KY | 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 | Extreme hot temperature > Extreme hot days | 01/20/2022 02:27:05 | |||
| 313660 | Cities 2021 | 2021 | 73645 | KwaDukuza | 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 | 11 | The municipality has previously undertaken the development of a Climate Change Response Plan to identify what needs to be done to ensure the municipality is able to adapt to the negative impacts of the identified hazards. This ensures that the municipality is capacitated to respond. The Disaster Risk Management Department is also already working to respond to these hazards, however, but there is currently no link between the work done by the Disaster Risk Management department and work done in other departments around climate change. | 01/20/2022 02:27:05 | |||
| 313661 | Cities 2021 | 2021 | 826237 | Alcaldia de Madrid | Colombia | Latin America | 6. Opportunities | Finance and Economic Opportunities | 6.6 | Has your city tested their climate actions through pilot/demonstration projects? | 2 | Description of project and weblink | 1 | Tested by city government | Question not applicable | 01/20/2022 02:27:05 | ||
| 313662 | Cities 2021 | 2021 | 50572 | City of Saint Paul, MN | 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 | Policy T-4. Significantly reduce carbon emissions from motor vehicles by developing infrastructure that supports vehicle electrification. | 01/20/2022 02:27:05 | |||
| 313663 | Cities 2021 | 2021 | 55334 | Município de Braga | 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 | 3 | Improved access to data for informed decision-making | 01/20/2022 02:27:05 | |||
| 313664 | Cities 2021 | 2021 | 54348 | The Local Government of Quezon City | Philippines | 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. | 3 | Action title | 15 | Parks Development, rehabilitation, and tree planting activities | 01/20/2022 02:27:05 | |||
| 313665 | Cities 2021 | 2021 | 50549 | City of Fort Worth, TX | 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 | 9 | High | 01/20/2022 02:27:05 | |||
| 313666 | 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. | 1 | Climate hazards | 17 | 01/20/2022 02:27:05 | ||||
| 313667 | Cities 2021 | 2021 | 833284 | West Midlands Combined Authority | United Kingdom of Great Britain and Northern Ireland | Europe | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 6 | Most relevant assets / services affected overall | 3 | Information & communications technology | 01/20/2022 02:27:05 | |||
| 313668 | Cities 2021 | 2021 | 73734 | Envigado | Colombia | Latin America | 6. Opportunities | Finance and Economic Opportunities | 6.11 | Does your city have its own credit rating? | 1 | Does your city have a credit rating? | 1 | International | No | 01/20/2022 02:27:05 | ||
| 313669 | Cities 2021 | 2021 | 863204 | Pesisir Barat Regency | Indonesia | 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. | 2 | Indicate if this factor either supports or challenges the ability to adapt | 2 | Challenges | 01/20/2022 02:27:05 | |||
| 313670 | Cities 2021 | 2021 | 43914 | City of Charlotte, NC | United States of America | North America | 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 | ||
| 313671 | Cities 2021 | 2021 | 68378 | Municipalidad de Santiago de Surco | Peru | 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. | 9 | Future change in intensity | 4 | 01/20/2022 02:27:05 | ||||
| 313672 | Cities 2021 | 2021 | 60398 | Municipalidad de Copiapó | 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. | 5 | Means of implementation | 1 | Capacity building and training activities | 01/20/2022 02:27:05 | |||
| 313673 | Cities 2021 | 2021 | 841153 | Municipalidad de Bellavista | Peru | Latin America | 1. Governance and Data Management | Governance | 1.7 | Please provide information specifically on the impact of the COVID-19 economic response on climate action in your city and synergies between COVID-19 recovery interventions and climate action. | 1 | Impact of COVID-19 economic response on city’s budget for financing climate action in your city | 1 | Response | Reduced finance available for climate action | 01/20/2022 02:27:05 | ||
| 313674 | Cities 2021 | 2021 | 73645 | KwaDukuza | South Africa | Africa | 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 | 2 | 01/20/2022 02:27:05 | ||||
| 313675 | Cities 2021 | 2021 | 50794 | Prefeitura Municipal de Caieiras | 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. | 5 | Social impact of hazard overall | 4 | Population displacement | 01/20/2022 02:27:05 | |||
| 313676 | Cities 2021 | 2021 | 859130 | Handa City | 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. | 3 | Level of degree to which factor challenges/supports the adaptive capacity of your city | 0 | 01/20/2022 02:27:05 | ||||
| 313677 | Cities 2021 | 2021 | 31176 | Prefeitura do Rio de Janeiro | 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. | 1 | Climate hazards | 4 | Mass movement > Landslide | 01/20/2022 02:27:05 | |||
| 313678 | Cities 2021 | 2021 | 36470 | Comune della Spezia | 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. | 5 | Means of implementation | 1 | 01/20/2022 02:27:05 | ||||
| 313679 | Cities 2021 | 2021 | 54617 | Alcaldia de Pereira | Colombia | Latin 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. | 1 | Sustainability goals and targets | 3 | Emissions reduction targets | 01/20/2022 02:27:05 | |||
| 313680 | Cities 2021 | 2021 | 31172 | Mexico City | 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. | 5 | Means of implementation | 3 | Infrastructure development | 01/20/2022 02:27:05 | |||
| 313681 | Cities 2021 | 2021 | 54692 | Prefeitura Municipal de Sertãozinho | 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? | 4 | Yes | 01/20/2022 02:27:05 | |||
| 313682 | Cities 2021 | 2021 | 54538 | Bath and North East Somerset | United Kingdom of Great Britain and Northern Ireland | Europe | 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.)? | 1 | Funding received/secured for low carbon projects or climate adaptation | 1 | Funding received/secured | Question not applicable | 01/20/2022 02:27:05 | ||
| 313683 | Cities 2021 | 2021 | 36286 | Comune di Ferrara | 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. | 12 | Total cost provided by the local government (currency) | 3 | 0 | 01/20/2022 02:27:05 | |||
| 313684 | Cities 2021 | 2021 | 859122 | Shinano Town | 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 | ||||
| 313685 | Cities 2021 | 2021 | 60400 | Municipalidad de Temuco | 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. | 7 | Sectors/areas adaptation action applies to | 1 | Transport (Mobility) | 01/20/2022 02:27:05 | |||
| 313686 | Cities 2021 | 2021 | 17411 | Southend on Sea Borough Council | United Kingdom of Great Britain and Northern Ireland | 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. | 13 | Description of the stakeholder engagement processes | 6 | There are 10+ developments listed in the plan that must be engaged to ensure they meet the plan's needs. | 01/20/2022 02:27:05 | |||
| 313687 | Cities 2021 | 2021 | 834278 | Municipality of Resistencia | 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. | 14 | Web link | 2 | 01/20/2022 02:27:05 | ||||
| 313688 | Cities 2021 | 2021 | 826243 | Alcaldia de Cartago | Colombia | 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. | 4 | Please describe how the factor supports or challenges the adaptive capacity of your city | 1 | infraestructura resiliente y ambiental mente sostenible | 01/20/2022 02:27:05 | |||
| 313689 | Cities 2021 | 2021 | 848131 | Gámeza | 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'. | 8 | Total cost of project | 0 | 01/20/2022 02:27:05 | ||||
| 313690 | 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. | 14 | Web link | 60 | 01/20/2022 02:27:05 | ||||
| 313691 | Cities 2021 | 2021 | 859057 | Kyowa 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. | 3 | Level of degree to which factor challenges/supports the adaptive capacity of your city | 0 | 01/20/2022 02:27:05 | ||||
| 313692 | Cities 2021 | 2021 | 43905 | City of San Antonio, TX | 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 | Indigenous populations | 01/20/2022 02:27:05 | |||
| 313693 | Cities 2021 | 2021 | 54085 | City of Savannah, GA | 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 | 6 | High energy demand in early spring, summer months and early fall. Increased energy burden to people living on fixed income, living in sub-standard housing stock, greater impacts to homeless population, etc. | 01/20/2022 02:27:05 | |||
| 313694 | Cities 2021 | 2021 | 61427 | Municipality of Nacala | Mozambique | 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. | 1 | Factors that affect ability to adapt | 15 | Infrastructure conditions / maintenance | 01/20/2022 02:27:05 | |||
| 313695 | Cities 2021 | 2021 | 848145 | Ciudad Madero | 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. | 4 | Identify the climate-related health issues faced by your city | 1 | Overwhelming of health service provision due to increased demand | 01/20/2022 02:27:05 | |||
| 313696 | Cities 2021 | 2021 | 859065 | Nakasatsunai Village | Japan | 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. | 6 | Select the initiatives related to this adaptation goal that your city has committed to | 0 | 01/20/2022 02:27:05 | ||||
| 313697 | Cities 2021 | 2021 | 31179 | Gemeente Rotterdam | Netherlands | 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. | 14 | Update/revision process in place for the Adaptation Plan | 1 | Question not applicable | 01/20/2022 02:27:05 | |||
| 313698 | Cities 2021 | 2021 | 43930 | Gemeente Den Haag | Netherlands | 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. | 3 | Identify the climate hazards most significantly impacting the selected areas | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 313699 | Cities 2021 | 2021 | 50396 | Prefeitura Municipal de Santos | 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) | 4 | 01/20/2022 02:27:05 | ||||
| 313700 | Cities 2021 | 2021 | 50794 | Prefeitura Municipal de Caieiras | 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. | 3 | Year of publication or approval from local government | 0 | Question not applicable | 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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