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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 291001 | Cities 2021 | 2021 | 54632 | Prefeitura de Caruaru | Brazil | Latin America | 6. Opportunities | Collaboration | 6.2a | Please provide some key examples of how your city collaborates with business and/or industries in the table below. | 1 | Collaboration area | 2 | Waste | 01/20/2022 02:27:05 | |||
| 291002 | Cities 2021 | 2021 | 73676 | Umhlathuze | South Africa | Africa | 1. Governance and Data Management | Governance | 1.3 | Please list the key development challenges, barriers and opportunities within the GCC Program. | 1 | Type | 0 | 01/20/2022 02:27:05 | ||||
| 291003 | Cities 2021 | 2021 | 50543 | Halifax Regional Municipality, NS | Canada | North 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. | 8 | Areas/sectors covered by the risk and vulnerability assessment | 1 | Land use planning | 01/20/2022 02:27:05 | |||
| 291004 | Cities 2021 | 2021 | 58590 | City of Easton, PA | 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. | 3 | Level of degree to which factor challenges/supports the adaptive capacity of your city | 7 | Moderately challenges | 01/20/2022 02:27:05 | |||
| 291005 | Cities 2021 | 2021 | 826429 | Município de Figueira da Foz | 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. | 11 | Total cost of the project (currency) | 8 | 3500000 | 01/20/2022 02:27:05 | |||
| 291006 | Cities 2021 | 2021 | 58483 | City of Surrey, BC | Canada | 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. | 8 | Stage of implementation | 3 | Plan in development | 01/20/2022 02:27:05 | |||
| 291007 | Cities 2021 | 2021 | 74418 | Town of Breckenridge, CO | 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. | 1 | Area affected by climate change | 1 | Health outcomes | 01/20/2022 02:27:05 | |||
| 291008 | 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. | 13 | Total cost provided by the majority funding source (currency) | 6 | 0 | 01/20/2022 02:27:05 | |||
| 291009 | 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. | 6 | Co-benefit area | 17 | Improved resource efficiency (e.g. food, water, energy) | 01/20/2022 02:27:05 | |||
| 291010 | Cities 2021 | 2021 | 43970 | Alcaldía Distrital de Barranquilla | Colombia | 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 | ||
| 291011 | Cities 2021 | 2021 | 43910 | City of Columbus, OH | United States of America | North America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 7 | Please identify which vulnerable populations are affected | 4 | Persons living in sub-standard housing | 01/20/2022 02:27:05 | |||
| 291012 | Cities 2021 | 2021 | 73759 | Jambi City | Indonesia | Southeast Asia and Oceania | 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 | Implementation of emission tests has been carried out from 2017 to 2020 7509 units that passed the emission test of 6050 units or 80.06%.Targets for the implementation of emission tests for 15,000 vehicles (diesel and premium)air quality index 76.84 in 2019 | 01/20/2022 02:27:05 | |||
| 291013 | Cities 2021 | 2021 | 60364 | Alcaldía de Florencia | Colombia | Latin 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 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 291014 | Cities 2021 | 2021 | 840313 | Municipalidad Cerro Navia | 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. | 3 | Action title | 2 | Retiro de cachureos y erradicación de microbasurales | 01/20/2022 02:27:05 | |||
| 291015 | Cities 2021 | 2021 | 859195 | Nanjo 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. | 7 | Please identify which vulnerable populations are affected | 0 | 01/20/2022 02:27:05 | ||||
| 291016 | Cities 2021 | 2021 | 848927 | Ville de Maroua | Cameroon | Africa | 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. | 7 | If the city boundary is different from the plan boundary, please explain why | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 291017 | Cities 2021 | 2021 | 49334 | City of Richmond, VA | 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 | 3 | Society / community & culture | 01/20/2022 02:27:05 | |||
| 291018 | Cities 2021 | 2021 | 73252 | Pemba Municipality | Mozambique | 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 | 1 | 2015 | 01/20/2022 02:27:05 | |||
| 291019 | Cities 2021 | 2021 | 10495 | City of Las Vegas, NV | 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 | 4 | Adaptation targets | 01/20/2022 02:27:05 | |||
| 291020 | Cities 2021 | 2021 | 60384 | Alcaldía de Yopal | Colombia | Latin America | 1. Governance and Data Management | Governance | 1.2 | Please list the local government departments involved in the GCC program and its role. | 4 | Attach awareness raising and capacity building plan for the municipal staff | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 291021 | Cities 2021 | 2021 | 840255 | Prefeitura de Iperó | Brazil | Latin America | 1. Governance and Data Management | Governance | 1.3 | Please list the key development challenges, barriers and opportunities within the GCC Program. | 1 | Type | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 291022 | Cities 2021 | 2021 | 54144 | City of Yarra | 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. | 9 | Future change in intensity | 2 | Increasing | 01/20/2022 02:27:05 | |||
| 291023 | Cities 2021 | 2021 | 60546 | Nanjing Municipal People's Government | China | East 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 | 2 | Development of clean technology businesses | 01/20/2022 02:27:05 | |||
| 291024 | Cities 2021 | 2021 | 54488 | Trondheim kommune | Norway | 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 | 2 | Extreme Precipitation > Rain storm | 01/20/2022 02:27:05 | |||
| 291025 | Cities 2021 | 2021 | 831952 | Municipalidad de Portoviejo | Ecuador | 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. | 10 | Majority funding source | 1 | Local | 01/20/2022 02:27:05 | |||
| 291026 | Cities 2021 | 2021 | 859175 | Soeda Town | 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. | 5 | Does this goal align with a requirement from a higher level of government? | 0 | 01/20/2022 02:27:05 | ||||
| 291027 | Cities 2021 | 2021 | 840943 | Prefeitura de Boa Ventura | Brazil | Latin America | 2. Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0d | If the city’s climate change risk assessment has been conducted more than 4 years ago, what update/revision process does your city have in place? | 2 | Provide more details on the update / revision process for your climate risk or vulnerability assessment | 1 | Update/revision process | Question not applicable | 01/20/2022 02:27:05 | ||
| 291028 | Cities 2021 | 2021 | 31171 | Ayuntamiento de Madrid | Spain | Europe | 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 | José Luis Martínez-Almeida Navasqüés | 01/20/2022 02:27:05 | ||
| 291029 | Cities 2021 | 2021 | 848981 | City of Ormoc | 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. | 4 | Please describe how the factor supports or challenges the adaptive capacity of your city | 4 | The city's database is outdated as the last community-based monitoring system (CBMS) census was conducted in 2015. We need updated datasets to be used for evidence-based planning and budgeting. The new CBMS census is slated for next year (2022). The datasets are also not centralized and not easily accessible by local government offices and other agencies. | 01/20/2022 02:27:05 | |||
| 291030 | Cities 2021 | 2021 | 852472 | London Borough of Lewisham | United Kingdom of Great Britain and Northern Ireland | Europe | 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 | 6 | Lewisham’s Corporate Strategy priority ‘Making Lewisham Greener’ includes the following commitments relating to energy: We will maximise opportunities for energy efficiency in all council buildings and new developments; We will explore working with publicly owned not-for profit energy suppliers that do not penalise poorer residents using prepay meters. | 01/20/2022 02:27:05 | |||
| 291031 | Cities 2021 | 2021 | 59669 | City of North Vancouver, BC | Canada | North America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 11 | When do you first expect to experience those changes in frequency and intensity? | 8 | Medium-term (2026-2050) | 01/20/2022 02:27:05 | |||
| 291032 | Cities 2021 | 2021 | 58489 | Høje-Taastrup Kommune | Denmark | 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 | Assessment and evaluation activities | 01/20/2022 02:27:05 | |||
| 291033 | 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'. | 3 | Stage of project development | 9 | Post-implementation | 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 | ||
| 291034 | Cities 2021 | 2021 | 54060 | City of Greater Sudbury / Grand Sudbury, ON | Canada | 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? | 2 | Provide details on, and attach your baseline synthesis report | 1 | Baseline synthesis report | Question not applicable | 01/20/2022 02:27:05 | ||
| 291035 | 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. | 6 | Most relevant assets / services affected overall | 2 | Residential | 01/20/2022 02:27:05 | |||
| 291036 | Cities 2021 | 2021 | 845131 | Prefeitura de Dois Irmãos | Brazil | Latin America | 6. Opportunities | Climate Action Planning | 6.14 | Does your city report to the national Measurement, Reporting and Verification (MRV) system (if in place)? | 1 | Report to the national MRV system | 1 | MRV system | Question not applicable | 01/20/2022 02:27:05 | ||
| 291037 | Cities 2021 | 2021 | 859113 | Iiyama City | Japan | 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. | 5 | Year of adoption of adaptation plan by local government | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 291038 | Cities 2021 | 2021 | 49333 | City of Louisville, KY | 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. | 3 | Action title | 12 | Notification of accidental pollution or contaminant emissions into waterways in real time | 01/20/2022 02:27:05 | |||
| 291039 | Cities 2021 | 2021 | 50555 | City of Hamilton, ON | 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. | 4 | Status of action | 15 | Operation | 01/20/2022 02:27:05 | |||
| 291040 | Cities 2021 | 2021 | 35912 | Surat 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 | 4 | Society / community & culture | 01/20/2022 02:27:05 | |||
| 291041 | Cities 2021 | 2021 | 54520 | Ville de Lausanne | Switzerland | 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 | 2 | Planting trees in construction projects | 01/20/2022 02:27:05 | |||
| 291042 | Cities 2021 | 2021 | 834406 | Municipality of San Pedro Tlaquepaque | Mexico | 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. | 7 | Please explain | 1 | En el año inmediato anterior, el Estado de Jalisco, fue la entidad federativa con mayor número de casos de dengue, en ese sentido, es un riesgo latente en nuestro municipio, detectándose que en las colonias menos solventes, los casos son mayores, al tener más acumulación de objetos y menos espacio para las familias, lo que propicia rápidamente la reproducción y propagación de dicho vector. Por lo que se concentran las campañas de descacharrización y difusión en dichas zonas. | 01/20/2022 02:27:05 | |||
| 291043 | Cities 2021 | 2021 | 60394 | Gobierno Autónomo Municipal de Tarija | Bolivia (Plurinational State of) | 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? | 3 | 01/20/2022 02:27:05 | ||||
| 291044 | Cities 2021 | 2021 | 60384 | Alcaldía de Yopal | 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. | 6 | Most relevant assets / services affected overall | 1 | Water supply & sanitation | 01/20/2022 02:27:05 | |||
| 291045 | Cities 2021 | 2021 | 54282 | Hangzhou City People's Government | China | East Asia | Submit your response | Response Language | What language are you submitting your response in? | 0 | 0 | Chinese | 01/20/2022 02:27:05 | |||||
| 291046 | 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 | Energy | 01/20/2022 02:27:05 | |||
| 291047 | Cities 2021 | 2021 | 863238 | Stadt St.Gallen | Switzerland | Europe | 1. Governance and Data Management | Governance | 1.6 | Please provide information on the overall impact of COVID-19 on climate action in your city. | 1 | Impact of COVID-19 on climate action in your city | 1 | Response | No change on emphasis on climate action | 01/20/2022 02:27:05 | ||
| 291048 | Cities 2021 | 2021 | 834278 | Municipality of Resistencia | Argentina | Latin America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 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 | |||
| 291049 | Cities 2021 | 2021 | 54144 | City of Yarra | 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. | 1 | Climate Hazards | 2 | Storm and wind > Severe wind | 01/20/2022 02:27:05 | |||
| 291050 | 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. | 8 | Action description and implementation progress | 42 | No new construction shall be permitted in CRZ – 1 expect•Project retaining to the department of atomic energy •Pipelines, conveying systems including transmission lines•Facilities that are essentials for activities permissible under CRZ-1•Installation of weather radar for monitoring of cyclones movement and prediction by IMD•Construction of trans harbor sea link and without affecting the tidal flow of water between LTL and HTL | 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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