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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 298301 | Cities 2021 | 2021 | 859071 | Yahaba Town | Japan | East Asia | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 10 | Majority funding source | 0 | 01/20/2022 02:27:05 | ||||
| 298302 | Cities 2021 | 2021 | 848127 | Santa Bárbara (Costa Rica) | 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. | 9 | Finance status | 1 | 01/20/2022 02:27:05 | ||||
| 298303 | Cities 2021 | 2021 | 841154 | Municipalidad de Independencia (Peru) | Peru | Latin America | 6. Opportunities | Finance and Economic Opportunities | 6.5 | List any mitigation, adaptation, water related or resilience projects you have planned within your city for which you hope to attract financing and provide details on the estimated costs and status of the project. If your city does not have any relevant projects, please select 'No relevant projects' under 'Project Area'. | 4 | Status of financing | 1 | Project not funded and seeking full funding | 01/20/2022 02:27:05 | |||
| 298304 | Cities 2021 | 2021 | 58595 | Municipalidad de Belén | 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. | 6 | Co-benefit area | 8 | Improved resource quality (e.g. air, water) | 01/20/2022 02:27:05 | |||
| 298305 | Cities 2021 | 2021 | 58636 | City of Bellingham, WA | 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 | 1 | Social inclusion, social justice | 01/20/2022 02:27:05 | |||
| 298306 | Cities 2021 | 2021 | 60370 | Alcaldía de Cúcuta | Colombia | Latin America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.3 | Is your city facing risks to public health or health systems associated with climate change? | 0 | 0 | Yes | 01/20/2022 02:27:05 | ||||
| 298307 | Cities 2021 | 2021 | 49339 | City and County of Honolulu, HI | 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. | 14 | Web link | 26 | 01/20/2022 02:27:05 | ||||
| 298308 | Cities 2021 | 2021 | 36501 | Comune di Prato | Italy | 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. | 3 | Sectors/areas covered by plan that addresses climate change adaptation | 1 | Waste | 01/20/2022 02:27:05 | |||
| 298309 | Cities 2021 | 2021 | 53254 | City of Hobart | Australia | Southeast Asia and Oceania | 3. Adaptation | Adaptation Goals | 3.3 | Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal. | 6 | Select the initiatives related to this adaptation goal that your city has committed to | 4 | Global Covenant of Mayors for Climate & Energy | 01/20/2022 02:27:05 | |||
| 298310 | Cities 2021 | 2021 | 859183 | Kamiamakusa City | Japan | East Asia | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1a | Have you identified the most vulnerable geographic areas in your city? | 2 | Describe the methodology or process to identify these most vulnerable areas (e.g. mapping hotspots) | 1 | Vulnerable geographic areas | Question not applicable | 01/20/2022 02:27:05 | ||
| 298311 | Cities 2021 | 2021 | 63941 | Broward County, FL | 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. | 4 | Identify the climate-related health issues faced by your city | 1 | Direct physical injuries and deaths due to extreme weather events | 01/20/2022 02:27:05 | |||
| 298312 | Cities 2021 | 2021 | 862814 | South-East Region of Ireland (Kilkenny, Carlow, Wexford, and Waterford Counties) | 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 | 4 | Extreme Precipitation > Rain storm | 01/20/2022 02:27:05 | |||
| 298313 | Cities 2021 | 2021 | 35912 | Surat Municipal Corporation | India | South and West Asia | 6. Opportunities | Finance and Economic Opportunities | 6.5 | List any mitigation, adaptation, water related or resilience projects you have planned within your city for which you hope to attract financing and provide details on the estimated costs and status of the project. If your city does not have any relevant projects, please select 'No relevant projects' under 'Project Area'. | 9 | Total investment cost needed | 4 | 01/20/2022 02:27:05 | ||||
| 298314 | Cities 2021 | 2021 | 43921 | Grad Zagreb | Croatia | 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) | 5 | 01/20/2022 02:27:05 | ||||
| 298315 | Cities 2021 | 2021 | 60387 | Alcaldía de Sincelejo | 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. | 13 | Total cost provided by the majority funding source (currency) | 0 | 01/20/2022 02:27:05 | ||||
| 298316 | Cities 2021 | 2021 | 845305 | Guarco | 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. | 1 | Climate hazards | 1 | Storm and wind > Tropical storm | 01/20/2022 02:27:05 | |||
| 298317 | Cities 2021 | 2021 | 50368 | Municipalidad de Provincial de Arequipa | Peru | 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. | 2 | Indicate if this factor either supports or challenges the ability to adapt | 1 | Challenges | 01/20/2022 02:27:05 | |||
| 298318 | Cities 2021 | 2021 | 35883 | City of San José, 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. | 11 | Total cost of the project (currency) | 2 | 01/20/2022 02:27:05 | ||||
| 298319 | Cities 2021 | 2021 | 54110 | City of Santa Monica, CA | 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 | 2 | Other, please specify: Listed above | 01/20/2022 02:27:05 | |||
| 298320 | Cities 2021 | 2021 | 58485 | Abington Township, PA | 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 | 1 | Extreme Precipitation > Rain storm | 01/20/2022 02:27:05 | |||
| 298321 | 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. | 8 | Future change in frequency | 1 | Increasing | 01/20/2022 02:27:05 | |||
| 298322 | Cities 2021 | 2021 | 35865 | Municipality of Fortaleza | 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 | 1 | Implementation | 01/20/2022 02:27:05 | |||
| 298323 | Cities 2021 | 2021 | 36002 | Ville de Kinshasa | Democratic Republic of the Congo | Africa | 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. | 12 | Primary author of plan | 1 | Question not applicable | 01/20/2022 02:27:05 | |||
| 298324 | Cities 2021 | 2021 | 59298 | City of Yaoundé 6 | Cameroon | 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. | 9 | Finance status | 0 | 01/20/2022 02:27:05 | ||||
| 298325 | Cities 2021 | 2021 | 35864 | Ekurhuleni Metropolitan Municipality | South Africa | 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'. | 7 | Project description and attach project proposal | 1 | Development of Cooperative in the Waste Minimization and Recycling Sector. | 01/20/2022 02:27:05 | |||
| 298326 | 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. | 7 | Please identify which vulnerable populations are affected | 5 | Persons living in sub-standard housing | 01/20/2022 02:27:05 | |||
| 298327 | Cities 2021 | 2021 | 35870 | City of Miami, 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 | 2 | Biological hazards > Vector-borne disease | 01/20/2022 02:27:05 | |||
| 298328 | Cities 2021 | 2021 | 43911 | City of Ottawa, ON | Canada | North America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 10 | Future expected magnitude of hazard | 4 | 01/20/2022 02:27:05 | ||||
| 298329 | Cities 2021 | 2021 | 50792 | Commune de Monaco | Monaco | Europe | 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 | ||||
| 298330 | Cities 2021 | 2021 | 826201 | Ayuntamiento de Zapopan | Mexico | Latin America | 6. Opportunities | Finance and Economic Opportunities | 6.6 | Has your city tested their climate actions through pilot/demonstration projects? | 1 | Pilot/demonstration projects | 1 | Tested by city government | Do not know | 01/20/2022 02:27:05 | ||
| 298331 | Cities 2021 | 2021 | 839649 | Ayuntamiento de Centro | Mexico | Latin America | 6. Opportunities | Finance and Economic Opportunities | 6.5 | List any mitigation, adaptation, water related or resilience projects you have planned within your city for which you hope to attract financing and provide details on the estimated costs and status of the project. If your city does not have any relevant projects, please select 'No relevant projects' under 'Project Area'. | 3 | Stage of project development | 0 | 01/20/2022 02:27:05 | ||||
| 298332 | 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. | 7 | Sectors/areas adaptation action applies to | 1 | Agriculture and Forestry | 01/20/2022 02:27:05 | |||
| 298333 | Cities 2021 | 2021 | 54345 | City Government of Davao | 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. | 12 | Total cost provided by the local government (currency) | 10 | 100000000 | 01/20/2022 02:27:05 | |||
| 298334 | Cities 2021 | 2021 | 59696 | City of Longmont, CO | United States of America | North America | 0. Introduction | City Details | 0.4 | Please select the currency used for all financial information disclosed throughout your response. | 0 | 0 | USD US Dollar | 01/20/2022 02:27:05 | ||||
| 298335 | Cities 2021 | 2021 | 843399 | Wandsworth Council | United Kingdom of Great Britain and Northern Ireland | Europe | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 6 | Co-benefit area | 2 | Enhanced climate change adaptation | 01/20/2022 02:27:05 | |||
| 298336 | Cities 2021 | 2021 | 54341 | Toyama City | Japan | East Asia | 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. | 3 | Explanation | 1 | Response | 01/20/2022 02:27:05 | |||
| 298337 | Cities 2021 | 2021 | 59165 | Gladsaxe Kommune | Denmark | 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. | 8 | Areas/sectors covered by the risk and vulnerability assessment | 1 | Residential | 01/20/2022 02:27:05 | |||
| 298338 | Cities 2021 | 2021 | 859110 | Okaya City | Japan | East Asia | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 12 | Total cost provided by the local government (currency) | 0 | 01/20/2022 02:27:05 | ||||
| 298339 | Cities 2021 | 2021 | 54144 | City of Yarra | 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. | 5 | Social impact of hazard overall | 8 | Increased demand for public services | 01/20/2022 02:27:05 | |||
| 298340 | Cities 2021 | 2021 | 55325 | Município de Águeda | 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. | 2 | Action | 15 | Water butts/rainwater capture | 01/20/2022 02:27:05 | |||
| 298341 | Cities 2021 | 2021 | 840208 | Botkyrka kommun | Sweden | Europe | 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 | ||
| 298342 | Cities 2021 | 2021 | 42178 | Distrito Metropolitano de Quito | Ecuador | 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 | 5 | Land use planning | 01/20/2022 02:27:05 | |||
| 298343 | Cities 2021 | 2021 | 73755 | Legazpi City | Philippines | Southeast Asia and Oceania | 3. Adaptation | Adaptation Planning | 3.2a | Please provide more information on your plan that addresses climate change adaptation and/or resilience and attach the document. Please provide details on the boundary of your plan, and where this differs from your city’s boundary, please provide an explanation. | 11 | Describe the synergies, trade-offs, and co-benefits of this interaction | 9 | The Legazpi City Evacuation Guide for all hazards and registration of evacuees are in consonance with the vision and mission of the City and compliant to Republic Act 10121 of 2010 (Philippine DRRM Act) and Republic Act 9729 (Climate Change Act of 2009), as well as the Legazpi City DRRM Plan 2020-2025. | 01/20/2022 02:27:05 | |||
| 298344 | Cities 2021 | 2021 | 73637 | Steve Tshwete | South Africa | Africa | 3. Adaptation | Adaptation Planning Process | 3.4 | Does your local/regional government apply a Monitoring and Evaluation (M&E) system for monitoring the implementation of adaptation goals and targets as part of the climate adaptation plan (or integrated climate action plan)? | 2 | Description of Monitoring and Evaluation (M&E) system applied | 1 | Monitoring & Evaluation (M&E) system | The municipality conducts audits on their policies, plans and strategies. | 01/20/2022 02:27:05 | ||
| 298345 | 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. | 13 | Total cost provided by the majority funding source (currency) | 4 | 01/20/2022 02:27:05 | ||||
| 298346 | Cities 2021 | 2021 | 56276 | New Taipei City Government | Taiwan, Greater China | 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. | 2 | Describe how the city is maximizing this opportunity | 2 | Private Financial Initiative (PFI) replaced 240,000 road lamps in New Taipei City in total, which improves road lamp quality of our city without increasing the government budget.Schools in New Taipei City apply the “ESPC Energy Saving Performance Contracts (ESPC)” to replace conventional lamps with high-efficiency energy-saving ones. Expense of replacement may be repaid by the saved amount from reduced energy consumption.The following benefits are estimated:On the economic saving: we save a large amount of investment required to replace energy-saving street lights and annual electricity expenses.On the environmental benefits: we reduce about 99,000 tons of GHG emissions each year, which is equivalent to planting about 64 million trees, and also reduce environmental pollution caused by mercury lamps.On energy saving: we save about 185 million kWh every year, greatly reduce the electricity consumption of street lights, and the power generation load and power generation cost.After the city’s street lights are fully replaced with energy-saving street lights, we move towards not only an environmentally friendly, energy-saving, and low-carbon home, but also provide the city’s citizens with a better living environment and quality. | 01/20/2022 02:27:05 | |||
| 298347 | Cities 2021 | 2021 | 73645 | KwaDukuza | South Africa | Africa | 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 | 4 | Flood and sea level rise > Flash / surface flood | 01/20/2022 02:27:05 | |||
| 298348 | Cities 2021 | 2021 | 73755 | Legazpi City | Philippines | 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'. | 4 | Status of financing | 8 | Project not funded and seeking full funding | 01/20/2022 02:27:05 | |||
| 298349 | Cities 2021 | 2021 | 50678 | Município de Évora | Portugal | Europe | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 6 | Co-benefit area | 2 | Enhanced climate change adaptation | 01/20/2022 02:27:05 | |||
| 298350 | Cities 2021 | 2021 | 850538 | Prefeitura de Treze Tílias | Brazil | 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'. | 6 | Identified financing model description | 0 | 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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