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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 127301 | Cities 2021 | 2021 | 46473 | Ayuntamiento de Zaragoza | Spain | 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. | 11 | When do you first expect to experience those changes in frequency and intensity? | 1 | Immediately | 01/20/2022 02:27:05 | |||
| 127302 | Cities 2021 | 2021 | 840158 | City of San Fernando, La Union | Philippines | Southeast Asia and Oceania | 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 | 1 | Coordination and engagement of all concerned offices, stakeholders, etc, | 01/20/2022 02:27:05 | |||
| 127303 | Cities 2021 | 2021 | 848137 | Beteitiva | 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. | 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 | |||
| 127304 | 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. | 12 | Total cost provided by the local government (currency) | 9 | 01/20/2022 02:27:05 | ||||
| 127305 | 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. | 3 | Action title | 17 | Regeneration of St Nicolas Square in the 6th Municipal District | 01/20/2022 02:27:05 | |||
| 127306 | Cities 2021 | 2021 | 54518 | Helsingborgs stad | Sweden | Europe | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.2 | Please identify and describe the factors that most greatly affect your city’s ability to adapt to climate change and indicate how those factors either support or challenge this ability. | 1 | Factors that affect ability to adapt | 3 | Land use planning | 01/20/2022 02:27:05 | |||
| 127307 | Cities 2021 | 2021 | 36285 | Comune di Firenze | Italy | 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. | 1 | Publication title and attach the document | 4 | piano strutturale | 01/20/2022 02:27:05 | |||
| 127308 | Cities 2021 | 2021 | 859062 | Shiraoi Town | Japan | East Asia | 2. Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0b | Please attach and provide details on your climate change risk and vulnerability assessment. Please provide details on the boundary of your assessment, and where this differs from your city’s boundary, please provide an explanation. | 2 | Web link | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 127309 | 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. | 10 | Future expected magnitude of hazard | 4 | Medium | 01/20/2022 02:27:05 | |||
| 127310 | Cities 2021 | 2021 | 54096 | City of Saint John, NB | Canada | 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. | 6 | Select the initiatives related to this adaptation goal that your city has committed to | 2 | Declaring Climate Emergency | 01/20/2022 02:27:05 | |||
| 127311 | Cities 2021 | 2021 | 31170 | Metropolitan Municipality of Lima | Peru | 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. | 3 | Sectors/areas covered by plan that addresses climate change adaptation | 1 | ICT (Information and Communication Technology) | 01/20/2022 02:27:05 | |||
| 127312 | Cities 2021 | 2021 | 54461 | Gemeente Groningen | Netherlands | 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. | 10 | Majority funding source | 1 | 01/20/2022 02:27:05 | ||||
| 127313 | Cities 2021 | 2021 | 54075 | City of Lakewood, CO | United States of America | North America | 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 | |||
| 127314 | Cities 2021 | 2021 | 54518 | Helsingborgs stad | Sweden | 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. | 3 | Target year of goal | 2 | 01/20/2022 02:27:05 | ||||
| 127315 | Cities 2021 | 2021 | 54492 | Bergen kommune | Norway | 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. | 3 | Identify the climate hazards most significantly impacting the selected areas | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 127316 | Cities 2021 | 2021 | 31115 | City of Johannesburg | South Africa | 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. | 2 | Did this hazard significantly impact your city before 2021? | 3 | No | 01/20/2022 02:27:05 | |||
| 127317 | Cities 2021 | 2021 | 50391 | Prefeitura de Manaus | 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. | 5 | Social impact of hazard overall | 5 | Increased risk to already vulnerable populations | 01/20/2022 02:27:05 | |||
| 127318 | Cities 2021 | 2021 | 60273 | Prefeitura de Extrema | 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. | 1 | Climate Hazards | 1 | Extreme Precipitation > Rain storm | 01/20/2022 02:27:05 | |||
| 127319 | Cities 2021 | 2021 | 36426 | Rīgas valstspilsētas pašvaldība | Latvia | 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'. | 5 | Financing model identified | 5 | Yes | Sources of information: Riga City Council, City Development Department, https://www.rdpad.lv/projekti/Riga Energy Agency, https://rea.riga.lv/lv/projekti | 01/20/2022 02:27:05 | ||
| 127320 | Cities 2021 | 2021 | 55324 | Município de Guimarães | 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. | 2 | Climate hazards that adaptation goal addresses | 5 | Extreme hot temperature > Heat wave | 01/20/2022 02:27:05 | |||
| 127321 | Cities 2021 | 2021 | 50401 | City of Madison, 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. | 5 | Social impact of hazard overall | 2 | Increased demand for public services | 01/20/2022 02:27:05 | |||
| 127322 | Cities 2021 | 2021 | 20113 | City of Vancouver, BC | 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 | 7 | Public Health and Safety | 01/20/2022 02:27:05 | |||
| 127323 | Cities 2021 | 2021 | 54102 | City of Albany, 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'. | 3 | Stage of project development | 1 | 01/20/2022 02:27:05 | ||||
| 127324 | Cities 2021 | 2021 | 60393 | Municipalidad de Santiago | Chile | Latin America | 3. Adaptation | Adaptation Goals | 3.3 | Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal. | 6 | Select the initiatives related to this adaptation goal that your city has committed to | 4 | Global Covenant of Mayors for Climate & Energy | 01/20/2022 02:27:05 | |||
| 127325 | Cities 2021 | 2021 | 60185 | Vantaan kaupunki | Finland | Europe | 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 | 8 | Significantly supports | 01/20/2022 02:27:05 | |||
| 127326 | Cities 2021 | 2021 | 859144 | Kizugawa City | Japan | East Asia | 6. Opportunities | Finance and Economic Opportunities | 6.11 | Does your city have its own credit rating? | 4 | If you do not have a credit rating, please provide more details on why and what steps you are taking to get one | 1 | International | Question not applicable | 01/20/2022 02:27:05 | ||
| 127327 | Cities 2021 | 2021 | 36504 | Comune di Rimini | Italy | Europe | 6. Opportunities | Finance and Economic Opportunities | 6.11 | Does your city have its own credit rating? | 1 | Does your city have a credit rating? | 2 | Domestic | 01/20/2022 02:27:05 | |||
| 127328 | Cities 2021 | 2021 | 31052 | City of Cardiff | United Kingdom of Great Britain and Northern Ireland | Europe | 6. Opportunities | Finance and Economic Opportunities | 6.11 | Does your city have its own credit rating? | 4 | If you do not have a credit rating, please provide more details on why and what steps you are taking to get one | 1 | International | Question not applicable | 01/20/2022 02:27:05 | ||
| 127329 | Cities 2021 | 2021 | 859113 | Iiyama City | Japan | East Asia | 6. Opportunities | Finance and Economic Opportunities | 6.11 | Does your city have its own credit rating? | 4 | If you do not have a credit rating, please provide more details on why and what steps you are taking to get one | 1 | International | Question not applicable | 01/20/2022 02:27:05 | ||
| 127330 | Cities 2021 | 2021 | 840269 | Town of Whitby, 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 | 1 | Public health | 01/20/2022 02:27:05 | |||
| 127331 | Cities 2021 | 2021 | 35913 | City of Nairobi | Kenya | 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. | 8 | Future change in frequency | 2 | Increasing | 01/20/2022 02:27:05 | |||
| 127332 | Cities 2021 | 2021 | 73752 | Bontang City | Indonesia | 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 | 2 | 01/20/2022 02:27:05 | ||||
| 127333 | Cities 2021 | 2021 | 839980 | Municipalidad de Avellaneda | 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. | 9 | Future change in intensity | 8 | Increasing | 01/20/2022 02:27:05 | |||
| 127334 | Cities 2021 | 2021 | 831999 | Concejo Municipal de Distrito de Monte Verde | 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. | 2 | Did this hazard significantly impact your city before 2021? | 2 | Yes | 01/20/2022 02:27:05 | |||
| 127335 | Cities 2021 | 2021 | 31090 | District of Columbia, DC | 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 | Transport | 01/20/2022 02:27:05 | |||
| 127336 | Cities 2021 | 2021 | 60009 | Bacolod City | Philippines | Southeast Asia and Oceania | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.2 | Please identify and describe the factors that most greatly affect your city’s ability to adapt to climate change and indicate how those factors either support or challenge this ability. | 2 | Indicate if this factor either supports or challenges the ability to adapt | 1 | Challenges | 01/20/2022 02:27:05 | |||
| 127337 | Cities 2021 | 2021 | 59167 | Municipalidad de Providencia | Chile | Latin America | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 7 | Sectors/areas adaptation action applies to | 5 | Social Services | 01/20/2022 02:27:05 | |||
| 127338 | Cities 2021 | 2021 | 60410 | Municipalidad de Peñalolén | Chile | Latin America | 2. Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0b | Please attach and provide details on your climate change risk and vulnerability assessment. Please provide details on the boundary of your assessment, and where this differs from your city’s boundary, please provide an explanation. | 7 | Does the assessment identify vulnerable populations? | 1 | Yes | 01/20/2022 02:27:05 | |||
| 127339 | Cities 2021 | 2021 | 50358 | Gobierno Municipal de Toluca de Lerdo | Mexico | Latin 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. | 2 | Current population year | 1 | Please complete | 2020 | 01/20/2022 02:27:05 | ||
| 127340 | 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. | 4 | Status of action | 15 | Pre-implementation | 01/20/2022 02:27:05 | |||
| 127341 | Cities 2021 | 2021 | 54337 | Greater Amman Municipality | Jordan | 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'. | 2 | Project title | 2 | “Hurshet Alia” Eco Park | The funding mechanism is agreed between GAM and the funding agency, usually based on the system of phases, and detailed in a Memorandum of Understanding (MoU) between GAM and the funding agency | 01/20/2022 02:27:05 | ||
| 127342 | Cities 2021 | 2021 | 859060 | Shosanbetsu Village | Japan | East Asia | 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 | 0 | 01/20/2022 02:27:05 | ||||
| 127343 | Cities 2021 | 2021 | 53860 | City of Wilmington, NC | 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. | 4 | Aim of the engagement activities | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 127344 | Cities 2021 | 2021 | 36494 | Comune di Padova | 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. | 8 | Action description and implementation progress | 8 | The Municipality of Padova has started the process of drafting the new Plan of interventions as an instrument of governance of the territory and urban transformations. The principle of sustainability is one of the main objectives to be pursued in all areas of intervention, from the sizing of the Plan, the identification of areas of strategic intervention, sustainable mobility. The actions of the Plan will have to be coordinated with the strategies of the SECAP and address risk-related issues.Land-aware use and territorial securityIn line with the objective of zero consumption of new land provided by the Veneto Region within by 2050, the Plan will adopt policies to restore the ecological value of soils and their permeability and to redefine the city-country relationship. The reduction of soil consumption passes through the recovery of the existing city (the goal is "build on the built") and the densification of already urbanized areas. The new plan will adopt the measures provided for by the Regional Law for the renaturalization of soils, adapting them to the own specificities. A preliminary assessment of the transformation areas will be carried out. The goal of recovery and reuse of existing heritage promotes the flexibility of uses, identifying rewards to encourage regeneration projects.Main actions:• activation of policies for the de-sealing of artificial soils,• use of building credits to reduce land consumption,• redefinition of urban fringes towards agricultural areas. | 01/20/2022 02:27:05 | |||
| 127345 | Cities 2021 | 2021 | 68337 | Bekasi City Government | Indonesia | Southeast Asia and Oceania | 6. Opportunities | Finance and Economic Opportunities | 6.11 | Does your city have its own credit rating? | 1 | Does your city have a credit rating? | 2 | Domestic | Question not applicable | 01/20/2022 02:27:05 | ||
| 127346 | Cities 2021 | 2021 | 50673 | Município de Faro | 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. | 2 | Climate hazards that adaptation goal addresses | 9 | Storm and wind > Tropical storm | 01/20/2022 02:27:05 | |||
| 127347 | Cities 2021 | 2021 | 31172 | Mexico City | Mexico | 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 | 1 | Prevenir, combatir y controlar incendios forestales en Suelo de Conservación de la Ciudad de México | 01/20/2022 02:27:05 | |||
| 127348 | Cities 2021 | 2021 | 50361 | Ayuntamiento de Hermosillo | Mexico | 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) | 21 | 91083000 | 01/20/2022 02:27:05 | |||
| 127349 | Cities 2021 | 2021 | 31166 | Jakarta City Government | Indonesia | Southeast Asia and Oceania | 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? | 2 | Please provide more details about how your city is taking steps to decarbonize the investments | 2 | Investments held by the city retirement funds, e.g. by making a commitment to divest from fossil fuels and/or increase sustainable investments? | Question not applicable | 01/20/2022 02:27:05 | ||
| 127350 | Cities 2021 | 2021 | 54274 | Rotorua Lakes Council | New Zealand | 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. | 2 | Indicate if this factor either supports or challenges the ability to adapt | 4 | Challenges | 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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