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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135201 | Cities 2021 | 2021 | 859152 | Hashimoto City | 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. | 7 | Please explain | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 135202 | Cities 2021 | 2021 | 49327 | City of Providence, RI | United States of America | North America | 1. Governance and Data Management | Governance | 1.4 | Please list the stakeholder engagement activities for each relevant stakeholder group. | 5 | Please attach stakeholder engagement and communication plan | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 135203 | Cities 2021 | 2021 | 834058 | Bogor Regency | Indonesia | 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. | 6 | Co-benefit area | 4 | Improved resource quality (e.g. air, water) | 01/20/2022 02:27:05 | |||
| 135204 | Cities 2021 | 2021 | 50543 | Halifax Regional Municipality, NS | 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. | 2 | Action | 7 | Campaign and awareness building | 01/20/2022 02:27:05 | |||
| 135205 | Cities 2021 | 2021 | 59633 | City of Santa Cruz, 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. | 5 | Social impact of hazard overall | 1 | Increased resource demand | 01/20/2022 02:27:05 | |||
| 135206 | Cities 2021 | 2021 | 43905 | City of San Antonio, TX | 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 | 4 | Assessment and evaluation activities | 01/20/2022 02:27:05 | |||
| 135207 | Cities 2021 | 2021 | 60009 | Bacolod City | Philippines | Southeast Asia and Oceania | 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 | ||
| 135208 | Cities 2021 | 2021 | 43912 | City of Edmonton, AB | 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. | 5 | Social impact of hazard overall | 3 | Increased risk to already vulnerable populations | 01/20/2022 02:27:05 | |||
| 135209 | Cities 2021 | 2021 | 44185 | Suwon City | Republic of Korea | East Asia | 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 | The vulnerability index for each sector is calculated using the VESTAP (Climate Change Vulnerability Assessment Support Tool System) provided by the KOREA ADAPTATION CENTER FOR CLIMATE CHANGE. | 01/20/2022 02:27:05 | ||
| 135210 | Cities 2021 | 2021 | 840905 | City of Kaysone Phomvihane | Lao People's Democratic Republic | Southeast Asia and Oceania | 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 | Lack of climate-informed surveillance, preparedness, early warning and response | 01/20/2022 02:27:05 | |||
| 135211 | Cities 2021 | 2021 | 827048 | Zhenjiang Municipal People's Government | 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. | 12 | Please describe the impacts experienced so far, and how you expect the hazard to impact in the future | 20 | 01/20/2022 02:27:05 | ||||
| 135212 | Cities 2021 | 2021 | 35853 | City of Baltimore, MD | 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 | 9 | Low-income households | 01/20/2022 02:27:05 | |||
| 135213 | Cities 2021 | 2021 | 35865 | Municipality of Fortaleza | 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 | 2 | 01/20/2022 02:27:05 | ||||
| 135214 | Cities 2021 | 2021 | 834400 | Yasothon Town Municipality | Thailand | 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'. | 2 | Project title | 1 | City local transportation management system: using city tram to reduce energy consumption and GHG emission. | 01/20/2022 02:27:05 | |||
| 135215 | Cities 2021 | 2021 | 35877 | City of Pittsburgh, PA | United States of America | North America | 2. Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0c | Please explain why your city does not have a climate risk and vulnerability assessment. | 1 | Reason | 1 | Please explain | Question not applicable | 01/20/2022 02:27:05 | ||
| 135216 | Cities 2021 | 2021 | 826450 | Durham County Council | United Kingdom of Great Britain and Northern Ireland | Europe | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.3a | Please report on how climate change impacts health outcomes and health services in your city. | 4 | Identify the climate-related health issues faced by your city | 1 | Disruption to water, sanitation and wastewater services | 01/20/2022 02:27:05 | |||
| 135217 | Cities 2021 | 2021 | 58868 | Regional Municipality of Durham, ON | Canada | 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 | 01/20/2022 02:27:05 | |||
| 135218 | Cities 2021 | 2021 | 845301 | Montes de Oca | Costa Rica | 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 | 1 | Marginalized groups | 01/20/2022 02:27:05 | |||
| 135219 | Cities 2021 | 2021 | 848567 | Mid-America Regional Council | 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 | 4 | Children & youth | 01/20/2022 02:27:05 | |||
| 135220 | Cities 2021 | 2021 | 59532 | City of Hoboken, NJ | 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. | 12 | Total cost provided by the local government (currency) | 1 | 150000000 | 01/20/2022 02:27:05 | |||
| 135221 | Cities 2021 | 2021 | 863498 | Zinacantepec | 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 | ||
| 135222 | Cities 2021 | 2021 | 840070 | Somerset West and Taunton | 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 | 4 | Economic growth | 01/20/2022 02:27:05 | |||
| 135223 | Cities 2021 | 2021 | 50555 | City of Hamilton, ON | Canada | North America | 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 | ||
| 135224 | Cities 2021 | 2021 | 859105 | Tainai 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. | 2 | Action | 0 | 01/20/2022 02:27:05 | ||||
| 135225 | Cities 2021 | 2021 | 35872 | Municipality of Recife | 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 | 5 | Public Health and Safety | 01/20/2022 02:27:05 | |||
| 135226 | Cities 2021 | 2021 | 59667 | City of Port Coquitlam, BC | 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. | 6 | Most relevant assets / services affected overall | 1 | 01/20/2022 02:27:05 | ||||
| 135227 | Cities 2021 | 2021 | 69824 | Västerviks kommun | Sweden | Europe | 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)? | 1 | Response | 1 | Monitoring & Evaluation (M&E) system | Question not applicable | 01/20/2022 02:27:05 | ||
| 135228 | Cities 2021 | 2021 | 54364 | City of Kuala Lumpur | Malaysia | Southeast Asia and Oceania | 6. Opportunities | Finance and Economic Opportunities | 6.11 | Does your city have its own credit rating? | 2 | Rating agency | 2 | Domestic | 01/20/2022 02:27:05 | |||
| 135229 | Cities 2021 | 2021 | 859103 | Murakami 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. | 7 | Sectors/areas adaptation action applies to | 0 | 01/20/2022 02:27:05 | ||||
| 135230 | Cities 2021 | 2021 | 60053 | Indore Municipal Corporation | India | South and West 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. | 2 | Climate hazards that adaptation goal addresses | 2 | 01/20/2022 02:27:05 | ||||
| 135231 | Cities 2021 | 2021 | 31113 | City of Yokohama | Japan | East Asia | 6. Opportunities | Finance and Economic Opportunities | 6.6 | Has your city tested their climate actions through pilot/demonstration projects? | 2 | Description of project and weblink | 1 | Tested by city government | Question not applicable | 01/20/2022 02:27:05 | ||
| 135232 | Cities 2021 | 2021 | 35268 | City of Boston, MA | United States of America | North America | 0. Introduction | City Details | 0.3 | Please provide information about your city’s Mayor or equivalent legal representative authority in the table below. | 2 | Leader name | 1 | Please complete | Kim Janey | Kim Janey is the 55th Mayor of Boston and was sworn in as acting mayor on March 24, 2021 per the city charter. | 01/20/2022 02:27:05 | |
| 135233 | Cities 2021 | 2021 | 31176 | Prefeitura do Rio de Janeiro | 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 | 4 | Food & agriculture | 01/20/2022 02:27:05 | |||
| 135234 | Cities 2021 | 2021 | 74547 | City of Mosier, OR | United States of America | North America | 1. Governance and Data Management | Governance | 1.0 | Please detail sustainability goals and targets (e.g. GHG reductions) that are incorporated into your city’s master plan and describe how these are addressed in the table below. | 2 | Description | 4 | Mosier City Council's 2018 strategic plan identified significant goals for sustainability including: "Vision - Sustainability: It’s important to maintain a dynamic balance as we preserve the future of our environment, Infrastructure, and economy. This means a focus on economic diversity, financial integrity, emergency preparedness and overall self reliance as a town. We make decisions that consider the next generation of community members."; Goal 4: Ensure Housing Security for Mosier Residents- The City of Mosier supports its values of diversity and economic sustainability by working towards housing options for a wide range ofpeople.Goal 5: Protect and Enhance the EnvironmentThe City is not only committed to protecting the beauty of the Columbia River Gorge but also to doing what we can to reduce our reliance on fossil fuels and to cut emissions.Projects to address this goal:Urban Forest Management Plan: This plan outlines the recommendations and resources needed to effectively and proactively manage our public trees. Ongoing- ODF Healthy Forests Project: The City removes hazardous or dead trees as part of the Urban Forest Management Plan. Ongoing- Streetlight LED Retrofit: Working with Pacific Power, the City replacesthe old lights as they burn out with energy efficient bulbs. Ongoing- Chicago Climate Charter: The City of Mosier has joined 60+ cities tosupport the goals of the Paris Agreement. Based on those goals, ourspecific commitments include: Provide every resident with safe and accessible choices to walk, bike, or use public transit as part of Mosier’s transportation system and land use policies Adopt policies and investments that reduce the carbon footprint of public transit systems, Mosier’s vehicle fleet and privately-owned vehicles Accelerate municipal use of renewable energy and work to deliver affordable renewable energy access in all communities Reduce the carbon footprint of new and existing public and private buildings and infrastructure Reduce the carbon footprint of solid waste systems Invest in natural climate solutions such as tree canopy, vegetation, and shoreline restoration that conserve, restore and improve natural ecosystems that increase carbon storage. | 01/20/2022 02:27:05 | |||
| 135235 | 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. | 3 | Current probability of hazard | 1 | High | 01/20/2022 02:27:05 | |||
| 135236 | Cities 2021 | 2021 | 848977 | Busbanza | Colombia | Latin America | 1. Governance and Data Management | Governance | 1.0 | Please detail sustainability goals and targets (e.g. GHG reductions) that are incorporated into your city’s master plan and describe how these are addressed in the table below. | 1 | Sustainability goals and targets | 1 | Emissions reduction targets | 01/20/2022 02:27:05 | |||
| 135237 | Cities 2021 | 2021 | 43910 | City of Columbus, OH | 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 | 3 | Assessment and evaluation activities | 01/20/2022 02:27:05 | |||
| 135238 | Cities 2021 | 2021 | 73750 | Tarakan City | Indonesia | 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. | 2 | Climate hazards that adaptation goal addresses | 5 | Flood and sea level rise > Coastal flood | 01/20/2022 02:27:05 | |||
| 135239 | Cities 2021 | 2021 | 36286 | Comune di Ferrara | Italy | Europe | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 5 | Means of implementation | 24 | 01/20/2022 02:27:05 | ||||
| 135240 | Cities 2021 | 2021 | 50578 | City of Windsor, ON | Canada | North 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 | Question not applicable | 01/20/2022 02:27:05 | ||
| 135241 | Cities 2021 | 2021 | 59298 | City of Yaoundé 6 | Cameroon | Africa | 6. Opportunities | Collaboration | 6.4 | Describe how your local/regional government collaborates and coordinates vertically (higher levels of government) on climate action. | 0 | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 135242 | Cities 2021 | 2021 | 54113 | City of Flagstaff, AZ | 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. | 11 | Describe the synergies, trade-offs, and co-benefits of this interaction | 1 | 01/20/2022 02:27:05 | ||||
| 135243 | Cities 2021 | 2021 | 55164 | City of Toyota | Japan | 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 | 4 | Project implementation and management | 01/20/2022 02:27:05 | |||
| 135244 | Cities 2021 | 2021 | 54611 | Alcaldia de Manizales | Colombia | Latin America | 3. Adaptation | Adaptation Actions | 3.1 | Describe how your city identified and prioritized adaptation actions to implement. | 1 | Method | 1 | Identifying and prioritizing adaptation actions | Stakeholder consultation | 01/20/2022 02:27:05 | ||
| 135245 | Cities 2021 | 2021 | 834278 | Municipality of Resistencia | Argentina | 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 | 3 | High | 01/20/2022 02:27:05 | |||
| 135246 | Cities 2021 | 2021 | 59165 | Gladsaxe Kommune | Denmark | Europe | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 6 | Most relevant assets / services affected overall | 1 | Environment, biodiversity, forestry | 01/20/2022 02:27:05 | |||
| 135247 | Cities 2021 | 2021 | 850383 | Prefeitura de Cocal do Sul | Brazil | Latin America | 6. Opportunities | Finance and Economic Opportunities | 6.8 | Has your city established a fund to invest in climate projects? | 3 | Comment | 1 | Funds | Question not applicable | 01/20/2022 02:27:05 | ||
| 135248 | 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. | 1 | Climate hazards | 4 | Extreme Precipitation > Rain storm | 01/20/2022 02:27:05 | |||
| 135249 | Cities 2021 | 2021 | 54520 | Ville de Lausanne | Switzerland | 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. | 4 | Boundary of assessment relative to city boundary (reported in 0.1) | 2 | Same – covers entire city and nothing else | 01/20/2022 02:27:05 | |||
| 135250 | Cities 2021 | 2021 | 1184 | City of Austin, TX | 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. | 1 | Climate hazards | 1 | Flood and sea level rise > Flash / surface flood | 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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