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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130351 | Cities 2021 | 2021 | 54037 | City of Des Moines, IA | 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 | 2 | Renewable energy targets | 01/20/2022 02:27:05 | |||
| 130352 | 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. | 5 | Social impact of hazard overall | 4 | Fluctuating socio-economic conditions | 01/20/2022 02:27:05 | |||
| 130353 | Cities 2021 | 2021 | 848138 | Prefeitura de Conde (Paraíba) | 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. | 14 | Web link | 1 | 01/20/2022 02:27:05 | ||||
| 130354 | Cities 2021 | 2021 | 44081 | Lusaka City Council | Zambia | 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. | 11 | Total cost of the project (currency) | 2 | 01/20/2022 02:27:05 | ||||
| 130355 | Cities 2021 | 2021 | 16581 | City of Seattle, 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. | 1 | Climate hazards | 5 | Extreme hot temperature > Heat wave | 01/20/2022 02:27:05 | |||
| 130356 | Cities 2021 | 2021 | 54662 | Prefeitura do Município de Maringá | Brazil | Latin America | 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 | ||
| 130357 | Cities 2021 | 2021 | 69824 | Västerviks kommun | Sweden | 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. | 1 | Climate Hazards | 1 | Water Scarcity > Drought | 01/20/2022 02:27:05 | |||
| 130358 | Cities 2021 | 2021 | 60238 | Söderhamns kommun | Sweden | Europe | 0. Introduction | City Details | 0.5 | Please provide details of your city’s current population. Report the population in the year of your reported inventory, if possible. | 1 | Current population | 1 | Please complete | 25492 | 01/20/2022 02:27:05 | ||
| 130359 | Cities 2021 | 2021 | 54342 | Jbail-Byblos Municipality | Lebanon | Middle East | 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'. | 8 | Total cost of project | 0 | 01/20/2022 02:27:05 | ||||
| 130360 | Cities 2021 | 2021 | 54075 | City of Lakewood, 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. | 7 | Please identify which vulnerable populations are affected | 7 | Persons with chronic diseases | 01/20/2022 02:27:05 | |||
| 130361 | Cities 2021 | 2021 | 58483 | City of Surrey, BC | Canada | North America | 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. | 1 | Primary methodology | 1 | Risk assessment methodology | Building Adaptive and Resilient Cities (BARC) toolkit (regional – Canada) | 01/20/2022 02:27:05 | ||
| 130362 | Cities 2021 | 2021 | 827048 | Zhenjiang Municipal People's Government | China | East Asia | 3. Adaptation | Adaptation Planning | 3.2a | Please provide more information on your plan that addresses climate change adaptation and/or resilience and attach the document. Please provide details on the boundary of your plan, and where this differs from your city’s boundary, please provide an explanation. | 4 | Climate hazards factored into plan that addresses climate change adaptation | 1 | Extreme Precipitation > Monsoon | 01/20/2022 02:27:05 | |||
| 130363 | Cities 2021 | 2021 | 60387 | Alcaldía de Sincelejo | 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. | 7 | Please identify which vulnerable populations are affected | 1 | Unemployed persons | 01/20/2022 02:27:05 | |||
| 130364 | Cities 2021 | 2021 | 14344 | City of Park City, UT | 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 | 1 | Persons with disabilities | "Drought" considers the impacts of both a summer drought and a low snow year. While a single dry summer drought may increase long term risk of water stress and wildfires, a low snow year has immediate economic and social impacts. | 01/20/2022 02:27:05 | ||
| 130365 | Cities 2021 | 2021 | 19233 | Município de Torres Vedras | Portugal | Europe | 3. Adaptation | Adaptation Goals | 3.3 | Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal. | 1 | Adaptation goal | 15 | Planear a relocalização e o sistema construtivo de infraestruturas e equipamentos localizados em zonas vulneráveis, como a orla costeira | 01/20/2022 02:27:05 | |||
| 130366 | Cities 2021 | 2021 | 50578 | City of Windsor, 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. | 8 | Future change in frequency | 8 | Increasing | 01/20/2022 02:27:05 | |||
| 130367 | Cities 2021 | 2021 | 54611 | Alcaldia de Manizales | 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. | 5 | Means of implementation | 9 | Infrastructure development | 01/20/2022 02:27:05 | |||
| 130368 | Cities 2021 | 2021 | 859160 | Setouchi 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. | 1 | Climate Hazards | 1 | Extreme hot temperature > Heat wave | 01/20/2022 02:27:05 | |||
| 130369 | Cities 2021 | 2021 | 73759 | Jambi City | 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. | 11 | Total cost of the project (currency) | 1 | 01/20/2022 02:27:05 | ||||
| 130370 | Cities 2021 | 2021 | 53959 | City of Fayetteville, AR | 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 | 3 | Loss of traditional jobs | 01/20/2022 02:27:05 | |||
| 130371 | 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. | 5 | Means of implementation | 13 | Capacity building and training activities | 01/20/2022 02:27:05 | |||
| 130372 | Cities 2021 | 2021 | 54092 | City of Ann Arbor, MI | United States of America | North America | 0. Introduction | City Details | 0.5 | Please provide details of your city’s current population. Report the population in the year of your reported inventory, if possible. | 4 | Projected population year | 1 | Please complete | 2030 | 01/20/2022 02:27:05 | ||
| 130373 | Cities 2021 | 2021 | 60223 | Panevėžio miesto savivaldybė | Lithuania | Europe | 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'. | 8 | Total cost of project | 4 | 3297950 | 01/20/2022 02:27:05 | |||
| 130374 | Cities 2021 | 2021 | 73671 | Godoy Cruz | 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. | 7 | Sectors/areas adaptation action applies to | 20 | Water | 01/20/2022 02:27:05 | |||
| 130375 | 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. | 5 | Social impact of hazard overall | 4 | Increased conflict and/or crime | 01/20/2022 02:27:05 | |||
| 130376 | Cities 2021 | 2021 | 68378 | Municipalidad de Santiago de Surco | Peru | 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 | 1 | Commercial | 01/20/2022 02:27:05 | |||
| 130377 | Cities 2021 | 2021 | 35893 | City of Dar es Salaam | United Republic of Tanzania | Africa | 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. | 6 | Primary author of assessment | 2 | International organization | 01/20/2022 02:27:05 | |||
| 130378 | Cities 2021 | 2021 | 31165 | Stadt Heidelberg | Germany | 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 | 1 | Awareness raising program or campaign | 01/20/2022 02:27:05 | |||
| 130379 | Cities 2021 | 2021 | 31109 | City of Melbourne | 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. | 8 | Action description and implementation progress | 4 | Detailled mapping has been undertaken of some at risk neighbourhoods. Broader GIS modelling being undertaken for the entire municipality. | 01/20/2022 02:27:05 | |||
| 130380 | Cities 2021 | 2021 | 74575 | Dane County, WI | 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. | 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 | |||
| 130381 | Cities 2021 | 2021 | 841050 | Ayuntamiento San Nicolás de los Garza | Mexico | Latin America | 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 | |||
| 130382 | Cities 2021 | 2021 | 35879 | City of Minneapolis, MN | 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. | 11 | When do you first expect to experience those changes in frequency and intensity? | 4 | Medium-term (2026-2050) | 01/20/2022 02:27:05 | |||
| 130383 | Cities 2021 | 2021 | 54347 | Pasig City | Philippines | Southeast Asia and Oceania | 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 | ||
| 130384 | Cities 2021 | 2021 | 832078 | Município de Mafra | Portugal | Europe | 1. Governance and Data Management | Governance | 1.3 | Please list the key development challenges, barriers and opportunities within the GCC Program. | 2 | Please describe the selected development, challenge, barrier or opportunity | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 130385 | Cities 2021 | 2021 | 2430 | City of Burlington, VT | United States of America | North 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 | 2 | There are a number of solar companies operating in and around the Burlington area. Thanks to a number of state and federal incentives, tax credits, etc. it has become increasingly economical for Burlington residents to install solar panels on their roofs. Local solar installers / leasers have sprouted up in the past years, and national companies have expanded into Vermont as well. This allows some Burlington residents to generate a good portion of their own power, further decreasing the city's outsourced energy needs. The small but growing demand for heat pumps has also spurred economic growth and helped to diversity the offerings of some of the more traditional fuel dealers and service providers. | 01/20/2022 02:27:05 | |||
| 130386 | Cities 2021 | 2021 | 73666 | Cuyahoga County, 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. | 7 | Sectors/areas adaptation action applies to | 1 | Public Health and Safety | 01/20/2022 02:27:05 | |||
| 130387 | Cities 2021 | 2021 | 31056 | Edinburgh City Council | United Kingdom of Great Britain and Northern Ireland | Europe | 0. Introduction | City Details | 0.5 | Please provide details of your city’s current population. Report the population in the year of your reported inventory, if possible. | 1 | Current population | 1 | Please complete | 527620 | 01/20/2022 02:27:05 | ||
| 130388 | Cities 2021 | 2021 | 5871 | Essex County Council | United Kingdom of Great Britain and Northern Ireland | Europe | 1. Governance and Data Management | Governance | 1.5 | Please describe to what extent the planning process is transparent and open. | 1 | The climate adaptation/mitigation plan makes opportunities for engagement that civil society had during the planning process explicit | 1 | Planning process | Question not applicable | 01/20/2022 02:27:05 | ||
| 130389 | Cities 2021 | 2021 | 54116 | City of Dubuque, IA | United States of America | North America | 6. Opportunities | Collaboration | 6.2 | Does your city collaborate in partnership with businesses and/or industries in your city on sustainability projects? | 0 | 0 | Yes | 01/20/2022 02:27:05 | ||||
| 130390 | Cities 2021 | 2021 | 55334 | Município de Braga | Portugal | 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. | 5 | Social impact of hazard overall | 1 | Fluctuating socio-economic conditions | 01/20/2022 02:27:05 | |||
| 130391 | Cities 2021 | 2021 | 59538 | City of Mississauga, 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. | 6 | Most relevant assets / services affected overall | 6 | Residential | 01/20/2022 02:27:05 | |||
| 130392 | Cities 2021 | 2021 | 859146 | Ine Town | Japan | East Asia | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1c | Have you compiled information related to climate risk, vulnerabilities, and adaptive capacities into a baseline synthesis report? | 2 | Provide details on, and attach your baseline synthesis report | 1 | Baseline synthesis report | Question not applicable | 01/20/2022 02:27:05 | ||
| 130393 | Cities 2021 | 2021 | 54124 | City of Fremont, CA | 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 | 1 | Fremont established an emission reduction goal of 25% below 2005 levels by 2020, which was adopted by City Council in 2008 and codified in the General Plan 2030 update, adopted in 2011. The City's General Plan 2030 includes a “Sustainability Element” as its opening chapter, setting the policy framework for Fremont to “serve as a national model of how an auto-oriented suburb can evolve into a sustainable, strategically urban, modern city.” In February 2019, City Council adopted a Carbon Neutrality Resolution, setting the new goal of emissions reductions to 100% below 2005 levels by 2045. The City is currently updating its Climate Action Plan based on this goal and is expected to publish the new plan in early 2021. | 01/20/2022 02:27:05 | |||
| 130394 | Cities 2021 | 2021 | 834047 | Choma Municipal Council | Zambia | 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. | 3 | Current probability of hazard | 4 | High | 01/20/2022 02:27:05 | |||
| 130395 | Cities 2021 | 2021 | 74695 | Sandnes kommune | Norway | Europe | 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. | 2 | COVID-19 recovery interventions and climate action synergies | 1 | Response | Recovery interventions that support just transition strategies for workers and communities | 01/20/2022 02:27:05 | ||
| 130396 | Cities 2021 | 2021 | 73726 | Itagüí | Colombia | Latin 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. | 2 | Health-related risk and vulnerability assessment undertaken | 1 | Yes | 01/20/2022 02:27:05 | |||
| 130397 | Cities 2021 | 2021 | 840201 | City of Columbus, IN | United States of America | North America | Submit your response | Response Language | What language are you submitting your response in? | 0 | 0 | English | 01/20/2022 02:27:05 | |||||
| 130398 | Cities 2021 | 2021 | 60370 | Alcaldía de Cúcuta | Colombia | 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. | 10 | Has your local government assessed the synergies, trade-offs, and co-benefits, if any, of the main mitigation and adaptation actions you identified? | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 130399 | Cities 2021 | 2021 | 36470 | Comune della Spezia | Italy | Europe | Submit your response | Response Language | What language are you submitting your response in? | 0 | 0 | English | 01/20/2022 02:27:05 | |||||
| 130400 | Cities 2021 | 2021 | 60104 | Cambridge City 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. | 1 | Climate hazards | 3 | Flood and sea level rise > River 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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