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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 302401 | Cities 2021 | 2021 | 31175 | Ville de Paris | France | Europe | 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 | 21 | 2024 | 01/20/2022 02:27:05 | |||
| 302402 | Cities 2021 | 2021 | 834143 | Hokuto City | Japan | East Asia | 6. Opportunities | Finance and Economic Opportunities | 6.11 | Does your city have its own credit rating? | 3 | Rating | 2 | Domestic | Question not applicable | 01/20/2022 02:27:05 | ||
| 302403 | Cities 2021 | 2021 | 50713 | Chuncheon City | Republic of Korea | 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. | 6 | Most relevant assets / services affected overall | 13 | Energy | 01/20/2022 02:27:05 | |||
| 302404 | Cities 2021 | 2021 | 54388 | Iskandar Regional Development Authority | Malaysia | 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. | 8 | Action description and implementation progress | 7 | Current perspectives indicate that disaster management in Johor is mostly based on conventional practices and systems which lead to less efficient management of risk reduction and mitigation. The community that are directly impacted by disasters are the most affected, especially those who lack access to communication, and information systems using digital tools. Crisis Preparedness System for Community (CPSC) is a system that helps frame issues related to disaster preparedness, as well as physical, economic, and environmental recovery, especially for the local community. It demonstrates the smart element utility and modern capabilities for accessing and integrating disaster information. CPSC is an integrated information products delivered in a timely manner have the potential to serve the needs of local, state and federal officials; the public and private sectors; volunteers and citizens who are responsible for disaster management who are subject to disasters. In 2021, the CPSC is at the stage of preparing the User Requirement Report (URS). | 01/20/2022 02:27:05 | |||
| 302405 | Cities 2021 | 2021 | 74695 | Sandnes kommune | Norway | Europe | 1. Governance and Data Management | Governance | 1.4 | Please list the stakeholder engagement activities for each relevant stakeholder group. | 4 | Aim of the engagement activities | 0 | 01/20/2022 02:27:05 | ||||
| 302406 | Cities 2021 | 2021 | 54488 | Trondheim kommune | Norway | 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 | Persons living in sub-standard housing | 01/20/2022 02:27:05 | |||
| 302407 | Cities 2021 | 2021 | 73666 | Cuyahoga County, OH | United States of America | North America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 6 | Most relevant assets / services affected overall | 4 | Public health | 01/20/2022 02:27:05 | |||
| 302408 | Cities 2021 | 2021 | 31117 | City of Toronto, ON | Canada | North America | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 13 | Total cost provided by the majority funding source (currency) | 3 | 01/20/2022 02:27:05 | ||||
| 302409 | 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. | 2 | Indicate if this factor either supports or challenges the ability to adapt | 2 | Challenges | 01/20/2022 02:27:05 | |||
| 302410 | Cities 2021 | 2021 | 43909 | City of Orlando, FL | 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. | 4 | Climate hazards factored into plan that addresses climate change adaptation | 1 | Extreme Precipitation > Hail | 01/20/2022 02:27:05 | |||
| 302411 | Cities 2021 | 2021 | 35887 | Ajuntament de València | Spain | Europe | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 14 | Web link | 41 | Coste del proyecto no disponible. https://mycovenant.eumayors.eu/storage/web/mc_covenant/documents/9/0m3scZPPh3PqXtBYGy2B-hn8yx8VAJ3S.pdf | 01/20/2022 02:27:05 | |||
| 302412 | Cities 2021 | 2021 | 54646 | Prefeitura de Duque de Caxias | 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. | 11 | When do you first expect to experience those changes in frequency and intensity? | 3 | 01/20/2022 02:27:05 | ||||
| 302413 | Cities 2021 | 2021 | 60384 | Alcaldía de Yopal | 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. | 2 | Description | 6 | Implementación estrategia intersectorial para control sobre uso inadecuado de recurso naturales tanto en lo urbano y rural. | 01/20/2022 02:27:05 | |||
| 302414 | Cities 2021 | 2021 | 73676 | Umhlathuze | 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. | 11 | When do you first expect to experience those changes in frequency and intensity? | 1 | Short-term (by 2025) | 01/20/2022 02:27:05 | |||
| 302415 | Cities 2021 | 2021 | 54125 | City of Boise, ID | United States of America | North America | 6. Opportunities | Finance and Economic Opportunities | 6.11 | Does your city have its own credit rating? | 2 | Rating agency | 1 | International | Question not applicable | 01/20/2022 02:27:05 | ||
| 302416 | Cities 2021 | 2021 | 57347 | Pingtung County Government | Taiwan, Greater China | 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. | 6 | Most relevant assets / services affected overall | 5 | Emergency services | 01/20/2022 02:27:05 | |||
| 302417 | Cities 2021 | 2021 | 44210 | Yeosu City | Republic of Korea | 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. | 4 | Please describe how the factor supports or challenges the adaptive capacity of your city | 5 | In the event of an emergency due to climate change, Yeosu City has established a policy to maintain a basic life for the affected citizens. | 01/20/2022 02:27:05 | |||
| 302418 | Cities 2021 | 2021 | 14874 | City of Portland, OR | 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 | 1 | Plan in implementation | 01/20/2022 02:27:05 | |||
| 302419 | Cities 2021 | 2021 | 61427 | Municipality of Nacala | Mozambique | Africa | 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 | 16 | Ecosystem preservation and biodiversity improvement | 01/20/2022 02:27:05 | |||
| 302420 | Cities 2021 | 2021 | 35886 | Comune di Torino | Italy | 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. | 2 | Describe how the city is maximizing this opportunity | 8 | The city of Turin is partner of the European project CWC (Interreg Central Europe).The CWC project intends to reform outdated urban water infrastructure systems via applying a circular economy approach, which offers many economic and environmental benefits. This will be achieved by the project by promoting a water saving culture, including the use of non-conventional water resources and by taking the lead in adopting urban rainwater harvesting and utilisation as well as greywater recovery measures on city level. | 01/20/2022 02:27:05 | |||
| 302421 | Cities 2021 | 2021 | 35885 | Tel Aviv-Yafo Municipality | Israel | Middle East | 3. Adaptation | Adaptation Actions | 3.1 | Describe how your city identified and prioritized adaptation actions to implement. | 2 | Comment | 1 | Identifying and prioritizing adaptation actions | Question not applicable | 01/20/2022 02:27:05 | ||
| 302422 | Cities 2021 | 2021 | 58357 | City of West Hollywood, CA | United States of America | North 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 | 2 | Green Building Program update | 01/20/2022 02:27:05 | |||
| 302423 | Cities 2021 | 2021 | 54037 | City of Des Moines, IA | 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. | 2 | Has your city measured the distribution of these impacts across the city’s population (e.g. through the listed actions) | 1 | Response | Question not applicable | 01/20/2022 02:27:05 | ||
| 302424 | Cities 2021 | 2021 | 50361 | Ayuntamiento de Hermosillo | 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. | 7 | Please identify which vulnerable populations are affected | 7 | Elderly | 01/20/2022 02:27:05 | |||
| 302425 | Cities 2021 | 2021 | 73763 | San Carlos 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. | 6 | Most relevant assets / services affected overall | 7 | Transport | 01/20/2022 02:27:05 | |||
| 302426 | Cities 2021 | 2021 | 859076 | Higashine City | Japan | East Asia | 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 | 0 | 01/20/2022 02:27:05 | ||||
| 302427 | Cities 2021 | 2021 | 36037 | Santiago de Cali | 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. | 6 | Select the initiatives related to this adaptation goal that your city has committed to | 9 | 01/20/2022 02:27:05 | ||||
| 302428 | Cities 2021 | 2021 | 35449 | Stadt Zürich | Switzerland | 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 | 4 | Spatial Planning | 01/20/2022 02:27:05 | |||
| 302429 | 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. | 6 | Select the initiatives related to this adaptation goal that your city has committed to | 12 | Urban-LEDS | 01/20/2022 02:27:05 | |||
| 302430 | Cities 2021 | 2021 | 54361 | Petaling Jaya City Council | Malaysia | 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. | 5 | Means of implementation | 4 | Capacity building and training activities | 01/20/2022 02:27:05 | |||
| 302431 | Cities 2021 | 2021 | 36037 | Santiago de Cali | Colombia | Latin America | 3. Adaptation | Adaptation Planning Process | 3.5 | Please explain how your city has addressed vulnerable groups through transformative action. | 0 | 0 | La estrategia de transformación urbana en ecobarrios , ha fomentado la resiliencia comunitaria, fortaleciendo su seguridad alimentaria a través de las 380 huertas domésticas, comunitarias y escolares, la sostenibilidad de las entidades educativas, ya que tres instituciones educativas oficiales que generan su propia energía solar fotovoltáica. | 01/20/2022 02:27:05 | ||||
| 302432 | Cities 2021 | 2021 | 35848 | Municipality of Belo Horizonte | 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. | 6 | Co-benefit area | 10 | Enhanced climate change adaptation | 01/20/2022 02:27:05 | |||
| 302433 | Cities 2021 | 2021 | 845308 | Puerto Cortés | Honduras | Latin America | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 10 | Majority funding source | 10 | Local | 01/20/2022 02:27:05 | |||
| 302434 | Cities 2021 | 2021 | 35870 | City of Miami, 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. | 7 | Sectors/areas adaptation action applies to | 2 | Agriculture and Forestry | 01/20/2022 02:27:05 | |||
| 302435 | Cities 2021 | 2021 | 859062 | Shiraoi Town | Japan | East Asia | 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 | 0 | 01/20/2022 02:27:05 | ||||
| 302436 | 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. | 1 | Climate hazards | 6 | Storm and wind > Cyclone (Hurricane / Typhoon) | 01/20/2022 02:27:05 | |||
| 302437 | Cities 2021 | 2021 | 31148 | Gemeente Amsterdam | Netherlands | 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 resource security (e.g. food, water, energy) | 01/20/2022 02:27:05 | |||
| 302438 | Cities 2021 | 2021 | 54527 | Stadt Bern | Switzerland | 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. | 7 | If the city boundary is different from the plan boundary, please explain why | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 302439 | Cities 2021 | 2021 | 60168 | Derry City & Strabane | 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. | 4 | Climate hazards factored into plan that addresses climate change adaptation | 1 | Flood and sea level rise > River flood | 01/20/2022 02:27:05 | |||
| 302440 | Cities 2021 | 2021 | 59168 | Commune de Dioudoubou | Senegal | Africa | 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). | 2 | Further information | 1 | Response | Question not applicable | 01/20/2022 02:27:05 | ||
| 302441 | Cities 2021 | 2021 | 20113 | City of Vancouver, BC | 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. | 1 | Climate hazards | 2 | Storm and wind > Severe wind | 01/20/2022 02:27:05 | |||
| 302442 | Cities 2021 | 2021 | 31182 | City of San Francisco, 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. | 7 | Sectors/areas adaptation action applies to | 2 | Social Services | 01/20/2022 02:27:05 | |||
| 302443 | Cities 2021 | 2021 | 50396 | Prefeitura Municipal de Santos | Brazil | Latin America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 9 | Future change in intensity | 6 | Increasing | 01/20/2022 02:27:05 | |||
| 302444 | Cities 2021 | 2021 | 54104 | City of Boulder, CO | United States of America | North America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.2 | Please identify and describe the factors that most greatly affect your city’s ability to adapt to climate change and indicate how those factors either support or challenge this ability. | 4 | Please describe how the factor supports or challenges the adaptive capacity of your city | 3 | Natural events such as flooding, drought, and wildfires will become more frequent and severe as a result of climate change | 01/20/2022 02:27:05 | |||
| 302445 | Cities 2021 | 2021 | 859118 | Hara Village | Japan | East Asia | 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 | ||
| 302446 | Cities 2021 | 2021 | 839665 | Ayuntamiento de Celaya | Mexico | 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 | Inequality | 01/20/2022 02:27:05 | |||
| 302447 | Cities 2021 | 2021 | 50560 | City of Oakland, CA | United States of America | North America | 1. Governance and Data Management | Governance | 1.6 | Please provide information on the overall impact of COVID-19 on climate action in your city. | 1 | Impact of COVID-19 on climate action in your city | 1 | Response | Other, please specify : COVID-19 has increased the focus on the interrelationship between climate issues and public health, with particular focus on overlapping pollutants such as NOx and particulate matter. | 01/20/2022 02:27:05 | ||
| 302448 | Cities 2021 | 2021 | 54461 | Gemeente Groningen | Netherlands | Europe | 6. Opportunities | Finance and Economic Opportunities | 6.11 | Does your city have its own credit rating? | 3 | Rating | 2 | Domestic | Question not applicable | 01/20/2022 02:27:05 | ||
| 302449 | Cities 2021 | 2021 | 839980 | Municipalidad de Avellaneda | Argentina | 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. | 2 | Web link | 1 | 01/20/2022 02:27:05 | ||||
| 302450 | Cities 2021 | 2021 | 44210 | Yeosu City | Republic of Korea | 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. | 11 | When do you first expect to experience those changes in frequency and intensity? | 2 | Medium-term (2026-2050) | 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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