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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 284051 | Cities 2021 | 2021 | 832002 | Municipalidad de Quepos | 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. | 6 | Most relevant assets / services affected overall | 6 | Public health | 01/20/2022 02:27:05 | |||
| 284052 | Cities 2021 | 2021 | 31179 | Gemeente Rotterdam | Netherlands | 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. | 2 | Health-related risk and vulnerability assessment undertaken | 1 | No | 01/20/2022 02:27:05 | |||
| 284053 | Cities 2021 | 2021 | 35870 | City of Miami, FL | 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 | 2 | Extreme hot temperature > Extreme hot days | 01/20/2022 02:27:05 | |||
| 284054 | Cities 2021 | 2021 | 840070 | Somerset West and Taunton | United Kingdom of Great Britain and Northern Ireland | Europe | 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 | |||
| 284055 | Cities 2021 | 2021 | 1499 | Ajuntament de Barcelona | Spain | Europe | 6. Opportunities | Opportunities | 6.1 | Has your city measured the wider social and economic impacts of delivering climate actions/projects/policies? If so, please provide more details on which benefits are being measured and/or a link to more information. | 2 | Has your city measured the distribution of these impacts across the city’s population (e.g. through the listed actions) | 1 | Response | Designing or implementing climate actions that address the needs of communities most impacted by climate change | 01/20/2022 02:27:05 | ||
| 284056 | Cities 2021 | 2021 | 840070 | Somerset West and Taunton | 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. | 4 | Projected population year | 1 | Please complete | 2030 | 2020 Mid-year Estimate https://www.ons.gov.uk/datasets/mid-year-pop-est/editions/mid-2020-april-2021-geography/versions/12030 (2018-based population projections from https://www.ons.gov.uk/peoplepopulationandcommunity/populationandmigration/populationprojections/datasets/localauthoritiesinenglandtable2) | 01/20/2022 02:27:05 | |
| 284057 | Cities 2021 | 2021 | 852472 | London Borough of Lewisham | United Kingdom of Great Britain and Northern Ireland | 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 | 2 | Increased demand for healthcare services | 01/20/2022 02:27:05 | |||
| 284058 | Cities 2021 | 2021 | 59151 | Akureyrarbær | Iceland | 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. | 4 | Please describe how the factor supports or challenges the adaptive capacity of your city | 1 | The inhabitants have a good and equal access to basic services, making adaptive measures easier. | 01/20/2022 02:27:05 | |||
| 284059 | Cities 2021 | 2021 | 826209 | Aipromades Lago de Chapala | Mexico | Latin America | 1. Governance and Data Management | Governance | 1.2 | Please list the local government departments involved in the GCC program and its role. | 2 | Number of employees in the department | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 284060 | Cities 2021 | 2021 | 44299 | Dangjin City | Republic of Korea | 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. | 6 | Co-benefit area | 11 | Improved resource quality (e.g. air, water) | 01/20/2022 02:27:05 | |||
| 284061 | Cities 2021 | 2021 | 55372 | Prefeitura Municipal de Canoas | 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. | 8 | Future change in frequency | 1 | Increasing | 01/20/2022 02:27:05 | |||
| 284062 | Cities 2021 | 2021 | 832838 | Town of Wellfleet, MA | United States of America | North America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 6 | Most relevant assets / services affected overall | 4 | Emergency services | 01/20/2022 02:27:05 | |||
| 284063 | Cities 2021 | 2021 | 842160 | Balikesir Metropolitan Municipality | Turkey | Europe | 3. Adaptation | Adaptation Planning | 3.2b | Please explain why there is no published plan that addresses climate change adaptation and/or resilience and outline any future arrangements you have to create a plan. | 2 | Comment | 1 | Please explain | Question not applicable | 01/20/2022 02:27:05 | ||
| 284064 | Cities 2021 | 2021 | 833284 | West Midlands Combined Authority | United Kingdom of Great Britain and Northern Ireland | 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 | 2 | Retrofit 1.1m homes | 01/20/2022 02:27:05 | |||
| 284065 | 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. | 12 | Total cost provided by the local government (currency) | 1 | 200000 | 01/20/2022 02:27:05 | |||
| 284066 | Cities 2021 | 2021 | 54070 | City of Eugene, OR | 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. | 2 | Health-related risk and vulnerability assessment undertaken | 1 | Question not applicable | 01/20/2022 02:27:05 | |||
| 284067 | Cities 2021 | 2021 | 827047 | Fuzhou Municipal People's Government | China | 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. | 11 | Total cost of the project (currency) | 1 | 01/20/2022 02:27:05 | ||||
| 284068 | Cities 2021 | 2021 | 64014 | City of Cupertino, CA | United States of America | North America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1b | Based on the climate hazards identified as "high risk" in your city, have you identified climate exposure scenarios? | 2 | Provide a summary of the outcomes of up to three scenarios | 1 | Climate exposure scenarios | Question not applicable | 01/20/2022 02:27:05 | ||
| 284069 | Cities 2021 | 2021 | 44191 | Ansan City | Republic of Korea | East Asia | 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 | 2 | A plan to increase the proportion of renewable energy generation has been established and is being promoted with the goal of becoming a'Citizen 1st Generation 1 Power Plant'. | 01/20/2022 02:27:05 | |||
| 284070 | Cities 2021 | 2021 | 73755 | Legazpi City | Philippines | 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. | 7 | Comment | 4 | Existing information from Land Cover Map 2010 of the National Mapping and Resource Information Authority (NAMRIA), revealed that forestland cover in the city appears to be an open canopy broad leaf forest meaning that the formation of tree vegetation shows discontinuous tree layer with coverage 10% and less than 40% in the forest informants of the concerned barangays where the forestland is located.Forestland located in barangayas Mabinit, Bonga, Matanag, and Padang with an aggregate area of 829.5076 hectares comprised the northern barangays of the city, is part of the Mayon Volcano Natural Park. While those in barangays Cagbacong, San Francisco, and Buenavista with an aggregate area of 900 hectares, comprised the timberland area in the southern barangays of the city.Water resources like springs and water tributaries are be found in the forestland, where barangay Buenavista showed an ideal watershed areas for potable water source that currently supply the low lying communities of the barangay and may also potentially supply as additional source of the water requirements of the city. | 01/20/2022 02:27:05 | |||
| 284071 | 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. | 2 | Climate hazards that adaptation goal addresses | 15 | Mass movement > Rock fall | 01/20/2022 02:27:05 | |||
| 284072 | Cities 2021 | 2021 | 826427 | Município de Valongo | 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. | 11 | When do you first expect to experience those changes in frequency and intensity? | 3 | Short-term (by 2025) | 01/20/2022 02:27:05 | |||
| 284073 | Cities 2021 | 2021 | 16581 | City of Seattle, WA | United States of America | North America | 6. Opportunities | Finance and Economic Opportunities | 6.11 | Does your city have its own credit rating? | 2 | Rating agency | 1 | International | Moody’s, Standard & Poor’s and Fitch | 01/20/2022 02:27:05 | ||
| 284074 | Cities 2021 | 2021 | 54529 | City of Leicester | 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. | 6 | Please identify which vulnerable populations are affected by these climate-related impacts | 1 | Children and youth | 01/20/2022 02:27:05 | |||
| 284075 | Cities 2021 | 2021 | 863001 | Puerto Varas | Chile | Latin America | 3. Adaptation | Adaptation Actions | 3.1 | Describe how your city identified and prioritized adaptation actions to implement. | 2 | Comment | 1 | Identifying and prioritizing adaptation actions | Question not applicable | 01/20/2022 02:27:05 | ||
| 284076 | Cities 2021 | 2021 | 50543 | Halifax Regional Municipality, NS | Canada | 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'. | 5 | Financing model identified | 0 | 01/20/2022 02:27:05 | ||||
| 284077 | Cities 2021 | 2021 | 31180 | Región Metropolitana de Santiago | Chile | Latin America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 11 | When do you first expect to experience those changes in frequency and intensity? | 5 | Immediately | 01/20/2022 02:27:05 | |||
| 284078 | 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. | 5 | Social impact of hazard overall | 3 | Other, please specify: Afecciones medioambientales, principalmente a los ecosistemas pliviales | 01/20/2022 02:27:05 | |||
| 284079 | Cities 2021 | 2021 | 35755 | Village of Kadiovacik | Turkey | 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 | ||||
| 284080 | Cities 2021 | 2021 | 50545 | City of Henderson, NV | 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 | Low-income households | 01/20/2022 02:27:05 | |||
| 284081 | Cities 2021 | 2021 | 74463 | Village of Park Forest, IL | 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. | 13 | Total cost provided by the majority funding source (currency) | 1 | 10000 | 01/20/2022 02:27:05 | |||
| 284082 | Cities 2021 | 2021 | 859144 | Kizugawa 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. | 9 | Future change in intensity | 0 | 01/20/2022 02:27:05 | ||||
| 284083 | Cities 2021 | 2021 | 60369 | Alcaldía Municipal de Armenia | Colombia | Latin America | 1. Governance and Data Management | Governance | 1.5 | Please describe to what extent the planning process is transparent and open. | 3 | The climate adaptation/mitigation plan makes the different commitments for reporting (including in public meetings) on progress towards implementing the plan explicit | 1 | Planning process | Question not applicable | 01/20/2022 02:27:05 | ||
| 284084 | Cities 2021 | 2021 | 37241 | City of Berkeley, CA | 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 | Jesse Arreguin | 01/20/2022 02:27:05 | ||
| 284085 | Cities 2021 | 2021 | 50384 | Prefeitura de Florianópolis | 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. | 9 | Finance status | 2 | Finance secured | 01/20/2022 02:27:05 | |||
| 284086 | Cities 2021 | 2021 | 43912 | City of Edmonton, AB | Canada | North America | 6. Opportunities | Finance and Economic Opportunities | 6.11 | Does your city have its own credit rating? | 1 | Does your city have a credit rating? | 1 | International | Question not applicable | 01/20/2022 02:27:05 | ||
| 284087 | Cities 2021 | 2021 | 840521 | City of Denizli | Turkey | 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 | Environment, Biodiversity and Forestry | 01/20/2022 02:27:05 | |||
| 284088 | Cities 2021 | 2021 | 60387 | Alcaldía de Sincelejo | Colombia | 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'. | 5 | Financing model identified | 2 | 01/20/2022 02:27:05 | ||||
| 284089 | Cities 2021 | 2021 | 42388 | Intendencia de Montevideo | Uruguay | 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. | 1 | Publication title and attach the document | 1 | Plan climático de la Región Metropolitana del Uruguay | 01/20/2022 02:27:05 | |||
| 284090 | Cities 2021 | 2021 | 68383 | Prefeitura de Itatiba | Brazil | 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. | 5 | Explanation of boundary choice where the assessment boundary differs from the city boundary | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 284091 | Cities 2021 | 2021 | 845133 | Prefeitura de Monteiro Lobato | Brazil | Latin America | 0. Introduction | City Details | 0.6 | Please provide further details about the geography of your city. | 1 | Land area of the city boundary as defined in question 0.1 (in square km) | 1 | Please complete | 332.74 | 01/20/2022 02:27:05 | ||
| 284092 | Cities 2021 | 2021 | 832078 | Município de Mafra | Portugal | 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'. | 9 | Total investment cost needed | 7 | 01/20/2022 02:27:05 | ||||
| 284093 | Cities 2021 | 2021 | 840926 | Prefeitura de Serra Talhada | 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. | 2 | Did this hazard significantly impact your city before 2021? | 1 | Yes | 01/20/2022 02:27:05 | |||
| 284094 | Cities 2021 | 2021 | 50560 | City of Oakland, CA | United States of America | North 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 | 5 | Challenges | 01/20/2022 02:27:05 | |||
| 284095 | 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 | 4 | Extreme Precipitation > Rain storm | 01/20/2022 02:27:05 | |||
| 284096 | Cities 2021 | 2021 | 60117 | Winchester City Council | United Kingdom of Great Britain and Northern Ireland | 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. | 9 | Please explain | 1 | summary of the consequences of climate change impacts which have been identified as high (& medium) risks by Local Authorities (LAs) and Local Strategic Partners (LSPs) as part of the NI 188 Risk Assessment process. The consequences have been identified using the Climate Change Planning Database from the climate change impacts with the highest impact frequency count and risk scores (across all timescales). They have then been grouped under the themes identified as part of the HCC Adaptation Scoping work and the first report of the Adaptation Sub-Committee. | 01/20/2022 02:27:05 | |||
| 284097 | Cities 2021 | 2021 | 841050 | Ayuntamiento San Nicolás de los Garza | Mexico | 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 | 7 | Extreme cold temperature > Cold wave | 01/20/2022 02:27:05 | |||
| 284098 | Cities 2021 | 2021 | 74594 | City of Boynton Beach, FL | 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 | 10 | 01/20/2022 02:27:05 | ||||
| 284099 | Cities 2021 | 2021 | 862673 | City of Selkirk, MB | Canada | North America | 1. Governance and Data Management | Governance | 1.6 | Please provide information on the overall impact of COVID-19 on climate action in your city. | 2 | Comment | 1 | Response | 01/20/2022 02:27:05 | |||
| 284100 | Cities 2021 | 2021 | 862705 | Comodoro Rivadavia | 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. | 11 | When do you first expect to experience those changes in frequency and intensity? | 6 | Medium-term (2026-2050) | 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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