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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 156351 | Cities 2021 | 2021 | 31149 | Dímos Athinaíon | Greece | 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 | 23 | Transport (Mobility) | 01/20/2022 02:27:05 | |||
| 156352 | Cities 2021 | 2021 | 859070 | Iwate Town | Japan | East Asia | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.3a | Please report on how climate change impacts health outcomes and health services in your city. | 1 | Area affected by climate change | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 156353 | Cities 2021 | 2021 | 10495 | City of Las Vegas, NV | United States of America | North America | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 5 | Means of implementation | 6 | Assessment and evaluation activities | 01/20/2022 02:27:05 | |||
| 156354 | Cities 2021 | 2021 | 35897 | Municipality of Campinas | 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. | 3 | Action title | 4 | Operação Estiagem | 01/20/2022 02:27:05 | |||
| 156355 | Cities 2021 | 2021 | 50545 | City of Henderson, NV | 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. | 3 | Identify the climate hazards most significantly impacting the selected areas | 1 | Water Scarcity > Drought | 01/20/2022 02:27:05 | |||
| 156356 | Cities 2021 | 2021 | 31173 | Comune di Milano | Italy | 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. | 2 | Did this hazard significantly impact your city before 2021? | 27 | No | 01/20/2022 02:27:05 | |||
| 156357 | Cities 2021 | 2021 | 54687 | Prefeitura Municipal de São José dos Campos | Brazil | 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 | 3 | Objetivo 3 - "fomentar, na área urbana do município, a formação de uma rede de centralidades com diversidade de usos para aproximar moradia, trabalho e demais espaços de atividades".As centralidades visa constituir uma cidade multi-cêntrica. Atualmente, São José dos Campos possui um amplo movimento pendular de áreas periféricas para o Centro.Através de políticas de incentivos urbanísticos, principalmente o Fator de Planejamento da Outorga Onerosa do Direito de Construir (instituído e regulamentado pelo PDDI) há a pretensão de incentivar usos múltiplos e fachada ativas nessas centralidades, aumentando a oferta de moradias em áreas comercias e vice-versa. Além disso, pretende-se requalifica-las urbanisticamente, bem como implementar rotas pedonais e cicloviárias integradas. Assim, observa-se que ainda que sejam concebidas para serem Zonas de Baixo Carbono, as centralidades tem grande potencialidade de reduzir as emissões de gases efeitos estufa pelas diretrizes propostas para essas áreas. | Ainda que a mudança climática não seja um dos principais indutores de políticas públicas no município, a sustentabilidade em toda sua amplitude é. O que faz com que diversos objetivos do PDDI estabeleça diretrizes que possuem interface direta com a ação climática, tanto para a adaptação quanto para a mitigação. Serão apresentados esses objetivos e suas interfaces com a ação climática. | 01/20/2022 02:27:05 | ||
| 156358 | Cities 2021 | 2021 | 31165 | Stadt Heidelberg | Germany | Europe | 6. Opportunities | Finance and Economic Opportunities | 6.11 | Does your city have its own credit rating? | 2 | Rating agency | 1 | International | 01/20/2022 02:27:05 | |||
| 156359 | Cities 2021 | 2021 | 61790 | City of Emeryville, CA | 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 | 5 | Water Scarcity > Drought | 01/20/2022 02:27:05 | |||
| 156360 | Cities 2021 | 2021 | 848409 | Lince | Peru | 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. | 2 | Describe how the city is maximizing this opportunity | 1 | 1. Programa de segregación en la fuente. (inorgánicos)2. Programa de RAEE (aparatos eléctricos y electrónicos)3. Construcción de contenedores soterrados para eliminar potenciales puntos críticos,4. Renovación de papeleras. | 01/20/2022 02:27:05 | |||
| 156361 | Cities 2021 | 2021 | 60229 | Arendal kommune | Norway | 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 | 1 | The city boundary is the same as the plan boundary. | 01/20/2022 02:27:05 | |||
| 156362 | Cities 2021 | 2021 | 43911 | City of Ottawa, ON | Canada | 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. | 13 | Description of the stakeholder engagement processes | 1 | 01/20/2022 02:27:05 | ||||
| 156363 | Cities 2021 | 2021 | 59644 | City of Culver City, 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. | 6 | Co-benefit area | 12 | Improved resource security (e.g. food, water, energy) | 01/20/2022 02:27:05 | |||
| 156364 | Cities 2021 | 2021 | 859186 | Reihoku Town | Japan | East Asia | 1. Governance and Data Management | Governance | 1.2 | Please list the local government departments involved in the GCC program and its role. | 1 | Name of the department | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 156365 | Cities 2021 | 2021 | 840923 | Prefeitura de Nova Santa Rita | 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. | 3 | Level of degree to which factor challenges/supports the adaptive capacity of your city | 1 | Significantly challenges | 01/20/2022 02:27:05 | |||
| 156366 | Cities 2021 | 2021 | 59166 | Municipalidad de Independencia | Chile | 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. | 10 | Future expected magnitude of hazard | 2 | High | 01/20/2022 02:27:05 | |||
| 156367 | Cities 2021 | 2021 | 834278 | Municipality of Resistencia | Argentina | Latin America | 1. Governance and Data Management | Governance | 1.3 | Please list the key development challenges, barriers and opportunities within the GCC Program. | 3 | Staff Training Needs Assessment | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 156368 | Cities 2021 | 2021 | 50541 | City of Greensboro, 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. | 6 | Most relevant assets / services affected overall | 1 | Commercial | 01/20/2022 02:27:05 | |||
| 156369 | Cities 2021 | 2021 | 53241 | City of Darwin | Australia | 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. | 11 | Total cost of the project (currency) | 1 | 01/20/2022 02:27:05 | ||||
| 156370 | Cities 2021 | 2021 | 840269 | Town of Whitby, 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. | 7 | Sectors/areas adaptation action applies to | 3 | Spatial Planning | 01/20/2022 02:27:05 | |||
| 156371 | Cities 2021 | 2021 | 58590 | City of Easton, PA | 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 | 1 | 01/20/2022 02:27:05 | ||||
| 156372 | Cities 2021 | 2021 | 852524 | Westminster City Council | United Kingdom of Great Britain and Northern Ireland | 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. | 2 | Type of collaboration | 2 | Technical assistance | 01/20/2022 02:27:05 | |||
| 156373 | Cities 2021 | 2021 | 54389 | Taichung City Government | Taiwan, Greater China | 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 | 7 | Deadline 2020 - Delivering the 1.5 degree ambition of the Paris Agreement in a resilient, inclusive way | 01/20/2022 02:27:05 | |||
| 156374 | Cities 2021 | 2021 | 54389 | Taichung City Government | Taiwan, Greater China | East Asia | 6. Opportunities | Collaboration | 6.2a | Please provide some key examples of how your city collaborates with business and/or industries in the table below. | 2 | Type of collaboration | 5 | Other, please specify: Venue rental | 01/20/2022 02:27:05 | |||
| 156375 | Cities 2021 | 2021 | 862468 | Borlänge kommun | Sweden | Europe | 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 | Jan Bohman | 01/20/2022 02:27:05 | ||
| 156376 | Cities 2021 | 2021 | 58668 | City of New Bedford, MA | 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. | 8 | Areas/sectors covered by the risk and vulnerability assessment | 4 | Community & Culture | 01/20/2022 02:27:05 | |||
| 156377 | Cities 2021 | 2021 | 834096 | City of Richmond, BC | Canada | 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? | 1 | Response | 1 | Climate exposure scenarios | Question not applicable | 01/20/2022 02:27:05 | ||
| 156378 | Cities 2021 | 2021 | 863412 | City of Tumwater, WA | United States of America | North America | 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 | ||
| 156379 | Cities 2021 | 2021 | 31173 | Comune di Milano | 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. | 6 | Co-benefit area | 18 | Disaster preparedness | 01/20/2022 02:27:05 | |||
| 156380 | 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 | 11 | Improved resource efficiency (e.g. food, water, energy) | 01/20/2022 02:27:05 | |||
| 156381 | Cities 2021 | 2021 | 54388 | Iskandar Regional Development Authority | Malaysia | 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. | 4 | Please describe how the factor supports or challenges the adaptive capacity of your city | 4 | Strong collaboration and relationships with five local authorities and relevant agencies as continuous data collection and inventory is needed through the planning, implementation and monitoring of the Actions and emissions based on the PDCA (Plan-Do-Check-Act) cycle. | 01/20/2022 02:27:05 | |||
| 156382 | Cities 2021 | 2021 | 840371 | Falköpings kommun | Sweden | Europe | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 13 | Total cost provided by the majority funding source (currency) | 1 | 01/20/2022 02:27:05 | ||||
| 156383 | Cities 2021 | 2021 | 52897 | City of Aspen, CO | United States of America | North America | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 3 | Action title | 11 | Stormwater management | 01/20/2022 02:27:05 | |||
| 156384 | Cities 2021 | 2021 | 849023 | Uruapan | Mexico | Latin 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 | No change on emphasis on climate action | 01/20/2022 02:27:05 | ||
| 156385 | Cities 2021 | 2021 | 54611 | Alcaldia de Manizales | Colombia | 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 | 8 | Population displacement | 01/20/2022 02:27:05 | |||
| 156386 | 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. | 8 | Future change in frequency | 9 | None | 01/20/2022 02:27:05 | |||
| 156387 | Cities 2021 | 2021 | 859079 | Town of Hanawa | 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. | 7 | Please identify which vulnerable populations are affected | 0 | 01/20/2022 02:27:05 | ||||
| 156388 | Cities 2021 | 2021 | 73746 | Probolinggo | 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. | 11 | When do you first expect to experience those changes in frequency and intensity? | 1 | Immediately | 01/20/2022 02:27:05 | |||
| 156389 | Cities 2021 | 2021 | 848128 | Ocú | Panama | 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 | Water supply & sanitation | 01/20/2022 02:27:05 | |||
| 156390 | Cities 2021 | 2021 | 64014 | City of Cupertino, CA | 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. | 5 | Does this goal align with a requirement from a higher level of government? | 3 | Do not know | Intending to undertake this planning effort in the next 2 years. | 01/20/2022 02:27:05 | ||
| 156391 | Cities 2021 | 2021 | 36274 | Comune di Bologna | 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. | 4 | Status of action | 8 | Pre-feasibility study/impact assessment | 01/20/2022 02:27:05 | |||
| 156392 | Cities 2021 | 2021 | 73530 | Town of Lexington, MA | 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 | 4 | Average median monthly summer temperature has risen from 21 C to 30.5 C over the past 40 years.Increasing number of days above 90 degrees and days above 100 degrees F. | 01/20/2022 02:27:05 | |||
| 156393 | Cities 2021 | 2021 | 52897 | City of Aspen, 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. | 1 | Climate Hazards | 3 | Biological hazards > Vector-borne disease | 01/20/2022 02:27:05 | |||
| 156394 | 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 | 3 | Increasing | 01/20/2022 02:27:05 | |||
| 156395 | Cities 2021 | 2021 | 3417 | New York City, NY | 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 | 1 | https://www1.nyc.gov/office-of-the-mayor/news/064-20/state-the-city-2020-mayor-de-blasio-blueprint-save-our-city#/0 | 01/20/2022 02:27:05 | |||
| 156396 | Cities 2021 | 2021 | 859175 | Soeda Town | Japan | East Asia | 3. Adaptation | Adaptation Planning Process | 3.5 | Please explain how your city has addressed vulnerable groups through transformative action. | 0 | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 156397 | Cities 2021 | 2021 | 848568 | Metropolitan Council, Twin Cities | 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 | 1 | Spatial Planning | 01/20/2022 02:27:05 | |||
| 156398 | Cities 2021 | 2021 | 60423 | Municipalidad de la Ciudad de Neuquén | 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. | 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 | |||
| 156399 | Cities 2021 | 2021 | 50203 | Gaziantep Metropolitan Municipality | Turkey | Europe | 6. Opportunities | Climate Action Planning | 6.13 | How many people within your city are employed in green jobs/industries? | 2 | If you measure green jobs in your city, please also indicate if you analyze demographic variables | 1 | Green jobs/industries | Question not applicable | 01/20/2022 02:27:05 | ||
| 156400 | Cities 2021 | 2021 | 31117 | City of Toronto, ON | 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. | 8 | Areas/sectors covered by the risk and vulnerability assessment | 9 | Energy | 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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