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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 279201 | Cities 2021 | 2021 | 54305 | Rajkot Municipal Corporation | India | South and West 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. | 6 | Most relevant assets / services affected overall | 2 | Society / community & culture | 01/20/2022 02:27:05 | |||
| 279202 | Cities 2021 | 2021 | 37241 | City of Berkeley, CA | 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'. | 1 | Project area | 1 | Water management | 01/20/2022 02:27:05 | |||
| 279203 | Cities 2021 | 2021 | 54338 | City of Saitama | Japan | East Asia | 1. Governance and Data Management | Governance | 1.1 | Please attach the letter from your city’s Mayor requesting the relevant local government department to participate in the Green Climate Cities (GCC) program. | 0 | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 279204 | Cities 2021 | 2021 | 845308 | Puerto Cortés | Honduras | 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. | 13 | Description of the stakeholder engagement processes | 1 | Conformacion de equipo tecnico municipal y mesas de trabajo con actores involucrados | 01/20/2022 02:27:05 | |||
| 279205 | Cities 2021 | 2021 | 845308 | Puerto Cortés | Honduras | Latin America | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 6 | Co-benefit area | 6 | Greening the economy | 01/20/2022 02:27:05 | |||
| 279206 | Cities 2021 | 2021 | 845304 | Santa Ana (Costa Rica) | Costa Rica | Latin America | 0. Introduction | 0.1 | Please give a general description and introduction to your city including your city’s reporting boundary in the table below. | 2 | Description of city | 1 | Please complete | Santa Ana es un cantón de Costa Rica situado en el norte de la provincia de San José, sobre la meseta intervolcánica del Valle Central, y perteneciente a la Gran Área Metropolitana. El cantón cuenta con un total de 60 453 habitantes, según la última proyección demográfica,2 ubicándose así como el vigesimonoveno más poblado del país y el decimotercero de la provincia. Limita al norte con el cantón de Alajuela, al sur y oeste con el cantón de Mora, al este con el cantón de Escazú, y al noreste con el cantón de Belén.El cantón cuenta con una extensión territorial de 61,42 km²,3 colocándose como el doceavo más extenso de la provincia. Su cabecera es el distrito de Santa Ana, con categoría de ciudad, y cuenta con un total de seis distritos: Santa Ana, Salitral, Pozos, Uruca, Piedades y Brasil. | 01/20/2022 02:27:05 | |||
| 279207 | Cities 2021 | 2021 | 859088 | Wako City | Japan | East Asia | 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 | Question not applicable | 01/20/2022 02:27:05 | ||
| 279208 | Cities 2021 | 2021 | 31175 | Ville de Paris | France | 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 | 19 | Access to healthcare | 01/20/2022 02:27:05 | |||
| 279209 | Cities 2021 | 2021 | 859170 | Ogori 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. | 5 | Social impact of hazard overall | 0 | 01/20/2022 02:27:05 | ||||
| 279210 | Cities 2021 | 2021 | 31182 | City of San Francisco, CA | United States of America | North America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 7 | Please identify which vulnerable populations are affected | 8 | Children & youth | 01/20/2022 02:27:05 | |||
| 279211 | Cities 2021 | 2021 | 35912 | Surat Municipal Corporation | India | South and West 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. | 5 | Means of implementation | 48 | Education | 01/20/2022 02:27:05 | |||
| 279212 | Cities 2021 | 2021 | 834196 | Miyoshi City | Japan | East Asia | 1. Governance and Data Management | Governance | 1.7 | Please provide information specifically on the impact of the COVID-19 economic response on climate action in your city and synergies between COVID-19 recovery interventions and climate action. | 1 | Impact of COVID-19 economic response on city’s budget for financing climate action in your city | 1 | Response | 01/20/2022 02:27:05 | |||
| 279213 | Cities 2021 | 2021 | 860640 | Junta Intermunicipal de Medio Ambiente Altos Norte (JIAN) | Mexico | 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)? | 2 | Description of Monitoring and Evaluation (M&E) system applied | 1 | Monitoring & Evaluation (M&E) system | Question not applicable | 01/20/2022 02:27:05 | ||
| 279214 | Cities 2021 | 2021 | 54070 | City of Eugene, OR | 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. | 1 | Opportunity | 10 | Development of waste management-sector | 01/20/2022 02:27:05 | |||
| 279215 | Cities 2021 | 2021 | 74488 | City of Beverly, MA | 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. | 3 | Sectors/areas covered by plan that addresses climate change adaptation | 2 | Business and Financial Service | 01/20/2022 02:27:05 | |||
| 279216 | Cities 2021 | 2021 | 50384 | Prefeitura de Florianópolis | Brazil | 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. | 3 | Identify the climate hazards most significantly impacting the selected areas | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 279217 | Cities 2021 | 2021 | 54111 | City of Iowa City, IA | 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. | 3 | Identify the climate hazards most significantly impacting the selected areas | 3 | Biological hazards > Insect infestation | 01/20/2022 02:27:05 | |||
| 279218 | Cities 2021 | 2021 | 3417 | New York City, NY | United States of America | North America | 1. Governance and Data Management | Data Management | 1.8 | Please describe your city’s climate data management plan including data collection, storing, quality assurance/checking (QA/QC) and updating of the plan, and attach reference document. | 0 | 0 | The City collects activity data to support its annual GHG inventory report from local gas, steam, and electricity utilities multiple transportation authorities serving NYC heating oil vendors NY Department of Sanitation NY Department of Environmental Protection (Wastewater treatment and landfill management) NY Dept of Citywide Administrative Services (manages and operates City owned real estate, and vehicle, aviation, and marine fleets)Data is stored on network folders in a system designed to facilitate various steps int eh inventory development processQA/QC follows a risk based approach that considers the difference in emissions year to year for all emission sources, but that also includes specific focus on the largest and most uncommon emission sources. This is intended to catch both the most impactful and most likely types of errors in data reporting, calculations, and reporting. | 01/20/2022 02:27:05 | ||||
| 279219 | Cities 2021 | 2021 | 60417 | Municipalidad de San Carlos de Bariloche | 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. | 6 | Most relevant assets / services affected overall | 7 | Food & agriculture | 01/20/2022 02:27:05 | |||
| 279220 | Cities 2021 | 2021 | 35884 | City of San Diego, CA | United States of America | North America | 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? | 1 | Response | 1 | Baseline synthesis report | Question not applicable | 01/20/2022 02:27:05 | ||
| 279221 | Cities 2021 | 2021 | 54274 | Rotorua Lakes Council | New Zealand | 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. | 14 | Web link | 9 | 01/20/2022 02:27:05 | ||||
| 279222 | 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. | 2 | Action | 6 | Disease prevention measures | 01/20/2022 02:27:05 | |||
| 279223 | Cities 2021 | 2021 | 834374 | Tagum City | Philippines | Southeast Asia and Oceania | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 5 | Means of implementation | 9 | Monitor activities | 01/20/2022 02:27:05 | |||
| 279224 | Cities 2021 | 2021 | 859253 | Mora kommun | Sweden | 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 | ||
| 279225 | Cities 2021 | 2021 | 60385 | Alcaldía de Villavicencio | Colombia | Latin America | 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 | Question not applicable | 01/20/2022 02:27:05 | ||
| 279226 | Cities 2021 | 2021 | 50396 | Prefeitura Municipal de Santos | 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. | 12 | Please describe the impacts experienced so far, and how you expect the hazard to impact in the future | 2 | Poluição atmosférica e impactos na saúde da população. Afeta serviço de saúde. | 01/20/2022 02:27:05 | |||
| 279227 | Cities 2021 | 2021 | 58595 | Municipalidad de Belén | 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. | 3 | Current probability of hazard | 3 | Medium | 01/20/2022 02:27:05 | |||
| 279228 | Cities 2021 | 2021 | 826243 | Alcaldia de Cartago | Colombia | Latin 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. | 1 | Opportunity | 1 | Development of climate change resiliency projects | 01/20/2022 02:27:05 | |||
| 279229 | Cities 2021 | 2021 | 58357 | City of West Hollywood, CA | United States of America | North America | 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 | ||
| 279230 | Cities 2021 | 2021 | 36037 | Santiago de Cali | 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 | ||
| 279231 | Cities 2021 | 2021 | 863086 | Embu City | Kenya | Africa | 3. Adaptation | Adaptation Planning Process | 3.5 | Please explain how your city has addressed vulnerable groups through transformative action. | 0 | 0 | 01/20/2022 02:27:05 | |||||
| 279232 | Cities 2021 | 2021 | 31114 | City of Sydney | 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. | 9 | Finance status | 2 | Finance secured | 01/20/2022 02:27:05 | |||
| 279233 | Cities 2021 | 2021 | 36037 | Santiago de Cali | Colombia | 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. | 2 | Climate hazards that adaptation goal addresses | 5 | Biological hazards > Water-borne disease | 01/20/2022 02:27:05 | |||
| 279234 | Cities 2021 | 2021 | 848937 | Rio das Flores | Brazil | Latin 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. | 1 | Opportunity | 4 | Increase opportunities for partnerships | 01/20/2022 02:27:05 | |||
| 279235 | Cities 2021 | 2021 | 31052 | City of Cardiff | United Kingdom of Great Britain and Northern Ireland | 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 | 2 | 1000000 | 01/20/2022 02:27:05 | |||
| 279236 | Cities 2021 | 2021 | 54104 | City of Boulder, CO | United States of America | 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. | 4 | Description of metric / indicator used to track goal | 1 | Preparing for future disruption is a core aspect of building community resilience. | 01/20/2022 02:27:05 | |||
| 279237 | Cities 2021 | 2021 | 74414 | Boulder County, CO | United States of America | 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. | 3 | Target year of goal | 1 | 01/20/2022 02:27:05 | ||||
| 279238 | Cities 2021 | 2021 | 840905 | City of Kaysone Phomvihane | Lao People's Democratic Republic | 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. | 7 | Sectors/areas adaptation action applies to | 1 | Building and Infrastructure | 01/20/2022 02:27:05 | |||
| 279239 | Cities 2021 | 2021 | 35864 | Ekurhuleni Metropolitan Municipality | 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. | 7 | Please identify which vulnerable populations are affected | 1 | Elderly | is'haaq - can we review this question | 01/20/2022 02:27:05 | ||
| 279240 | Cities 2021 | 2021 | 848145 | Ciudad Madero | 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. | 3 | Current probability of hazard | 6 | Medium High | 01/20/2022 02:27:05 | |||
| 279241 | Cities 2021 | 2021 | 31111 | Tokyo Metropolitan Government | Japan | East 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. | 1 | Adaptation goal | 50 | Installation of more river observation equipment | 01/20/2022 02:27:05 | |||
| 279242 | Cities 2021 | 2021 | 44081 | Lusaka City Council | Zambia | 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. | 3 | Year of publication or approval from local government | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 279243 | Cities 2021 | 2021 | 2430 | City of Burlington, VT | United States of America | North America | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 6 | Co-benefit area | 1 | Improved resource quality (e.g. air, water) | 01/20/2022 02:27:05 | |||
| 279244 | Cities 2021 | 2021 | 31446 | Taipei City Government | Taiwan, Greater 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. | 2 | Action | 5 | Disease prevention measures | 01/20/2022 02:27:05 | |||
| 279245 | Cities 2021 | 2021 | 834402 | Yokosuka City | 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. | 3 | Year of publication or approval from local government | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 279246 | Cities 2021 | 2021 | 73692 | Mount Barker District Council | Australia | Southeast Asia and Oceania | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 12 | Please describe the impacts experienced so far, and how you expect the hazard to impact in the future | 2 | Extreme wind events leading to property damage and damage to trees and other public assets | 01/20/2022 02:27:05 | |||
| 279247 | Cities 2021 | 2021 | 69848 | Municipio de Loja | Ecuador | 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 | Los funcionarios se trabajaron en el sistema de Teletrabajo , se continúa con las medidas de bioseguridad. | 01/20/2022 02:27:05 | ||
| 279248 | Cities 2021 | 2021 | 35905 | Corporation of Chennai | India | South and West Asia | 6. Opportunities | Opportunities | 6.0 | Please indicate the opportunities your city has identified as a result of addressing climate change and describe how the city is positioning itself to take advantage of these opportunities. | 1 | Opportunity | 3 | Increased water security | 01/20/2022 02:27:05 | |||
| 279249 | Cities 2021 | 2021 | 50378 | Municipalidad de San José | 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 | 3 | Commercial | 01/20/2022 02:27:05 | |||
| 279250 | Cities 2021 | 2021 | 54253 | Wollongong City Council | Australia | Southeast Asia and Oceania | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 6 | Most relevant assets / services affected overall | 1 | Water supply & sanitation | 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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