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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 278351 | Cities 2021 | 2021 | 53921 | City of Tempe, AZ | 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 | 6 | Indigenous population | 01/20/2022 02:27:05 | |||
| 278352 | Cities 2021 | 2021 | 43926 | Stadt Mannheim | Germany | 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 | 14 | Improved efficiency of municipal operations | 01/20/2022 02:27:05 | |||
| 278353 | Cities 2021 | 2021 | 50560 | City of Oakland, 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'. | 4 | Status of financing | 3 | Project not funded and seeking full funding | 01/20/2022 02:27:05 | |||
| 278354 | Cities 2021 | 2021 | 31165 | Stadt Heidelberg | Germany | Europe | 2. Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0b | Please attach and provide details on your climate change risk and vulnerability assessment. Please provide details on the boundary of your assessment, and where this differs from your city’s boundary, please provide an explanation. | 2 | Web link | 2 | www.heidelberg.de/starkregen | 01/20/2022 02:27:05 | |||
| 278355 | Cities 2021 | 2021 | 35393 | City of St Louis, MO | 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. | 5 | Social impact of hazard overall | 1 | Increased demand for healthcare services | 01/20/2022 02:27:05 | |||
| 278356 | Cities 2021 | 2021 | 862564 | Lycksele kommun | Sweden | Europe | 3. Adaptation | Adaptation Planning | 3.2 | Does your city council, or similar authority, have a published plan that addresses climate change adaptation and/or resilience? | 0 | 0 | Intending to undertake in the next 2 years | 01/20/2022 02:27:05 | ||||
| 278357 | Cities 2021 | 2021 | 50361 | Ayuntamiento de Hermosillo | Mexico | Latin 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. | 11 | Describe the synergies, trade-offs, and co-benefits of this interaction | 2 | For the design and implementation of the program, local government worked directly with the city’s construction development companies. | 01/20/2022 02:27:05 | |||
| 278358 | Cities 2021 | 2021 | 859102 | Shibata 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. | 9 | Future change in intensity | 0 | 01/20/2022 02:27:05 | ||||
| 278359 | Cities 2021 | 2021 | 54291 | Chengdu Municipal Government | China | East Asia | 1. Governance and Data Management | Governance | 1.3 | Please list the key development challenges, barriers and opportunities within the GCC Program. | 1 | Type | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 278360 | Cities 2021 | 2021 | 50671 | Município de Fafe | Portugal | 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 | 4 | Improved efficiency of municipal operations | 01/20/2022 02:27:05 | |||
| 278361 | Cities 2021 | 2021 | 61427 | Municipality of Nacala | Mozambique | 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. | 10 | Future expected magnitude of hazard | 3 | High | 01/20/2022 02:27:05 | |||
| 278362 | Cities 2021 | 2021 | 50560 | City of Oakland, 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'. | 5 | Financing model identified | 11 | 01/20/2022 02:27:05 | ||||
| 278363 | Cities 2021 | 2021 | 50367 | Ayuntamiento de Culiacán | Mexico | Latin America | 6. Opportunities | Finance and Economic Opportunities | 6.9 | Has your city taken steps to decarbonize the investments held by the city retirement funds and/or municipal investments, e.g. by making a commitment to divest from fossil fuels and/or increase sustainable investments? | 1 | Response | 1 | Municipal investments, e.g. by divesting from fossil fuels | Question not applicable | 01/20/2022 02:27:05 | ||
| 278364 | Cities 2021 | 2021 | 54327 | Semarang City Government | Indonesia | Southeast Asia and Oceania | 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'. | 9 | Total investment cost needed | 2 | 1000000000 | 01/20/2022 02:27:05 | |||
| 278365 | Cities 2021 | 2021 | 847236 | Ramona | Argentina | Latin America | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 6 | Co-benefit area | 5 | Greening the economy | 01/20/2022 02:27:05 | |||
| 278366 | Cities 2021 | 2021 | 50541 | City of Greensboro, NC | 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'. | 1 | Project area | 1 | No relevant projects | 01/20/2022 02:27:05 | |||
| 278367 | 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. | 3 | Current probability of hazard | 1 | Medium High | 01/20/2022 02:27:05 | |||
| 278368 | 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 | 19 | Urban-LEDS | 01/20/2022 02:27:05 | |||
| 278369 | 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. | 11 | When do you first expect to experience those changes in frequency and intensity? | 2 | Short-term (by 2025) | 01/20/2022 02:27:05 | |||
| 278370 | Cities 2021 | 2021 | 834058 | Bogor Regency | Indonesia | 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 | 1 | Waste management | 01/20/2022 02:27:05 | |||
| 278371 | Cities 2021 | 2021 | 859189 | Minamikyushu City | Japan | East Asia | 1. Governance and Data Management | Governance | 1.4 | Please list the stakeholder engagement activities for each relevant stakeholder group. | 2 | Role in the GCC program | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 278372 | Cities 2021 | 2021 | 859130 | Handa City | Japan | East Asia | 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 | ||
| 278373 | Cities 2021 | 2021 | 35870 | City of Miami, 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. | 6 | Most relevant assets / services affected overall | 9 | Water supply & sanitation | 01/20/2022 02:27:05 | |||
| 278374 | 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. | 13 | Total cost provided by the majority funding source (currency) | 1 | 01/20/2022 02:27:05 | ||||
| 278375 | Cities 2021 | 2021 | 59168 | Commune de Dioudoubou | Senegal | Africa | 1. Governance and Data Management | Governance | 1.5 | Please describe to what extent the planning process is transparent and open. | 2 | The climate adaptation/mitigation plan makes the criteria and process for prioritizing climate actions explicit | 1 | Planning process | Question not applicable | 01/20/2022 02:27:05 | ||
| 278376 | Cities 2021 | 2021 | 54337 | Greater Amman Municipality | Jordan | Middle East | 6. Opportunities | Climate Action Planning | 6.12 | Describe how your city plans to enhance ambition and scale up Climate Action Plan (integrated/adaptation/mitigation) and actions to achieve climate neutrality, net zero emissions, carbon neutrality or 100% renewables. | 0 | 0 | Refer to Amman Climate Action Plan & Amman Green City Action Plan in previous sections | 01/20/2022 02:27:05 | ||||
| 278377 | Cities 2021 | 2021 | 54650 | Prefeitura de Palmas | 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. | 6 | Most relevant assets / services affected overall | 2 | Energy | 01/20/2022 02:27:05 | |||
| 278378 | Cities 2021 | 2021 | 31151 | Stadt Basel | Switzerland | Europe | 2. Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0 | Has a climate change risk and vulnerability assessment been undertaken for your city? | 0 | 0 | Yes | 01/20/2022 02:27:05 | ||||
| 278379 | 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. | 3 | Action title | 13 | Soberanía alimentaria y huerta | 01/20/2022 02:27:05 | |||
| 278380 | Cities 2021 | 2021 | 54478 | Gemeente Nijmegen | 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. | 10 | Has your local government assessed the synergies, trade-offs, and co-benefits, if any, of the main mitigation and adaptation actions you identified? | 1 | Yes | 01/20/2022 02:27:05 | |||
| 278381 | Cities 2021 | 2021 | 59708 | City of Bethlehem, PA | United States of America | North America | 6. Opportunities | Collaboration | 6.3 | Describe how your local/regional government collaborates and coordinates horizontally on climate action. | 1 | Entity with which your local/regional government collaborates and coordinates horizontally on climate action | 1 | Horizontal collaboration and coordination | Question not applicable | 01/20/2022 02:27:05 | ||
| 278382 | Cities 2021 | 2021 | 53879 | City of Jersey City, NJ | United States of America | North America | 6. Opportunities | Climate Action Planning | 6.12 | Describe how your city plans to enhance ambition and scale up Climate Action Plan (integrated/adaptation/mitigation) and actions to achieve climate neutrality, net zero emissions, carbon neutrality or 100% renewables. | 0 | 0 | Jersey City’s target of an 80 percent emissions reduction by 2050 is ambitious and will require an approach that brings all sectors to the table. This is why the Climate Action Working Groups represent energy, equity, transportation and land use, and waste, in recognition that all industries and myriad stakeholders will need to be on board. The Working Group priorities presented as Action Items get us part-way to our goal—but more work needs to be done. Data analysis for this plan reveals that Jersey City will need to find opportunities to cut emissions by an additional 1.5 million metric tons of carbon dioxide-equivalent in order to meet our mid-century target. Commercial energy, industrial and residential energy will be of particular focus. The Climate and Energy Action Plan's items can be implemented over the next 10 years to build a foundation and move the city well on the path towards decarbonization. These actions make significant strides toward our goal. The Office of Sustainability recognizes that additional or expanded actions will be needed after 2030 to reach the 2050 goal and will conduct an assessment of the Climate and Energy Action Plan every 5 years, while releasing a progress update every two years. Together with the Steering Committee, Working Groups, City leadership and our partners, we are turning cause for concern into a call to action. | 01/20/2022 02:27:05 | ||||
| 278383 | Cities 2021 | 2021 | 50385 | Prefeitura de Campo Grande | Brazil | Latin 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. | 1 | Opportunity | 2 | Development of resource conservation and management | 01/20/2022 02:27:05 | |||
| 278384 | Cities 2021 | 2021 | 31180 | Región Metropolitana de Santiago | Chile | 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. | 1 | Publication title and attach the document | 1 | Plan Nacional de Adaptación al Cambio Climático | 01/20/2022 02:27:05 | |||
| 278385 | Cities 2021 | 2021 | 35993 | Singapore Government | Singapore | 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. | 2 | Did this hazard significantly impact your city before 2021? | 5 | Yes | 01/20/2022 02:27:05 | |||
| 278386 | Cities 2021 | 2021 | 31090 | District of Columbia, DC | 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. | 1 | Sustainability goals and targets | 3 | Emissions reduction targets | 01/20/2022 02:27:05 | |||
| 278387 | Cities 2021 | 2021 | 61467 | Dipolog City | Philippines | 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. | 1 | Factors that affect ability to adapt | 2 | Community engagement | 01/20/2022 02:27:05 | |||
| 278388 | Cities 2021 | 2021 | 847922 | Junta Municipal de Medio Ambiente Lagunas (JIMAL) | Mexico | Latin America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 6 | Most relevant assets / services affected overall | 0 | 01/20/2022 02:27:05 | ||||
| 278389 | Cities 2021 | 2021 | 2430 | City of Burlington, VT | 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. | 2 | Did this hazard significantly impact your city before 2021? | 6 | Yes | 01/20/2022 02:27:05 | |||
| 278390 | Cities 2021 | 2021 | 60348 | Prefeitura de São José dos Pinhais | 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 | 2 | 01/20/2022 02:27:05 | ||||
| 278391 | Cities 2021 | 2021 | 74698 | Beira | Mozambique | Africa | 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. | 2 | Description | 1 | Risk assessment methodology | Question not applicable | 01/20/2022 02:27:05 | ||
| 278392 | Cities 2021 | 2021 | 61427 | Municipality of Nacala | Mozambique | Africa | 6. Opportunities | Finance and Economic Opportunities | 6.5 | List any mitigation, adaptation, water related or resilience projects you have planned within your city for which you hope to attract financing and provide details on the estimated costs and status of the project. If your city does not have any relevant projects, please select 'No relevant projects' under 'Project Area'. | 2 | Project title | 1 | 01/20/2022 02:27:05 | ||||
| 278393 | Cities 2021 | 2021 | 60349 | Prefeitura de São Leopoldo | 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. | 4 | Status of action | 3 | Implementation | 01/20/2022 02:27:05 | |||
| 278394 | Cities 2021 | 2021 | 859054 | Kitahiroshima City | Japan | East Asia | 2. Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0b | Please attach and provide details on your climate change risk and vulnerability assessment. Please provide details on the boundary of your assessment, and where this differs from your city’s boundary, please provide an explanation. | 1 | Publication title and attach the document | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 278395 | Cities 2021 | 2021 | 848476 | Municipalidad de Cañas | 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. | 11 | Total cost of the project (currency) | 2 | 0 | 01/20/2022 02:27:05 | |||
| 278396 | Cities 2021 | 2021 | 43920 | Mestna občina Ljubljana | Slovenia | Europe | 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 | No change on emphasis on climate action | 01/20/2022 02:27:05 | ||
| 278397 | Cities 2021 | 2021 | 59958 | Tweed Shire Council | Australia | Southeast Asia and Oceania | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 6 | Most relevant assets / services affected overall | 6 | Environment, biodiversity, forestry | 01/20/2022 02:27:05 | |||
| 278398 | Cities 2021 | 2021 | 31165 | Stadt Heidelberg | Germany | Europe | 6. Opportunities | Collaboration | 6.2a | Please provide some key examples of how your city collaborates with business and/or industries in the table below. | 3 | Description of collaboration | 6 | With the programm "education for sustainable development" the city of Heidelberg cooperates with kindergartens, schools, universities and sport clubs to educate people in different age groups. In this juncture it shows citizens how important responsible consumption and economical consumption of ressources is. The programm includes many projects like workshops for teachers, lectures or excursions for students. Once a year the city of Heidelberg rewards the "education for sustainable development" teams on different schools with prizes up to a figure of 1000€. | 01/20/2022 02:27:05 | |||
| 278399 | Cities 2021 | 2021 | 43910 | City of Columbus, OH | 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. | 1 | Adaptation goal | 3 | Sustaining Scioto - Enhance Operational Procedures | 01/20/2022 02:27:05 | |||
| 278400 | Cities 2021 | 2021 | 59572 | District of Saanich, BC | Canada | 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. | 7 | Does the assessment identify vulnerable populations? | 4 | No | 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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