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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1518151 | Cities 2021 | 2021 | 60638 | Walvis Bay Municipality | Namibia | Africa | 8. Energy | 8.0a | Please provide details of your renewable energy target(s) and how the city plans to meet those targets. | 8 | Total renewable energy covered by target in target year (based on target type specified in column 3) | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 1518152 | Cities 2021 | 2021 | 834385 | Ube City | Japan | East Asia | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6c | Please provide a breakdown of your GHG emissions by scope. Where values are not available, please use the comment field to indicate the reason why. | 12 | Level of confidence | 1 | City-wide emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 1518153 | Cities 2021 | 2021 | 35858 | City of Cape Town | South Africa | Africa | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.3a | Please report on how climate change impacts health outcomes and health services in your city. | 4 | Identify the climate-related health issues faced by your city | 1 | Disruption to water, sanitation and wastewater services | 01/20/2022 02:27:05 | |||
| 1518154 | Cities 2021 | 2021 | 60364 | Alcaldía de Florencia | Colombia | Latin America | 10. Transport | 10.11 | Please provide city-wide average air pollution metrics from the monitoring sites within your city for the most recent three years. | 1 | Most recent years available (select year) | 3 | PM10 (1 year (annual) mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1518155 | Cities 2021 | 2021 | 54298 | Dalian Municipal People's Government | China | East Asia | 14. Water Security | Water Supply Management | 14.3 | Please select the actions you are taking to reduce the risks to your city’s water security. | 4 | Action description and implementation progress | 3 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1518156 | Cities 2021 | 2021 | 54078 | City of Hayward, CA | United States of America | North America | 8. Energy | 8.1 | Please indicate the source mix of electricity consumed in your city. | 3 | Oil | 1 | Electricity source | 0 | 01/20/2022 02:27:05 | |||
| 1518157 | Cities 2021 | 2021 | 74531 | Santa Fe County, NM | United States of America | North America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 2 | Stationary energy > Commercial buildings & facilities | Question not applicable | 01/20/2022 02:27:05 | ||
| 1518158 | Cities 2021 | 2021 | 60238 | Söderhamns kommun | Sweden | Europe | 10. Transport | 10.4 | Provide information on GHG emissions from the transport sector. | 2 | Inventory year (numerical year) | 4 | Passenger Transport: Powered two/three wheelers (e.g. motorcycles) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1518159 | Cities 2021 | 2021 | 859160 | Setouchi City | Japan | East Asia | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 2 | If you have no direct emissions to report, please select a notation key to explain why | 26 | Generation of grid-supplied energy > Electricity-only generation | Question not applicable | 01/20/2022 02:27:05 | ||
| 1518160 | Cities 2021 | 2021 | 840158 | City of San Fernando, La Union | Philippines | 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. | 5 | Social impact of hazard overall | 1 | Increased demand for public services | 01/20/2022 02:27:05 | |||
| 1518161 | Cities 2021 | 2021 | 50678 | Município de Évora | Portugal | Europe | 5. Emissions Reduction | Mitigation Target setting | 5.0b | Please provide details of your total fixed level target(s). | 3 | Boundary of target relative to city boundary (reported in 0.1) | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1518162 | Cities 2021 | 2021 | 831618 | Yaoundé 4 | Cameroon | Africa | 7. Local Government Emissions | Local Government Operations GHG Emissions Data | 7.5 | Please give the total amount of fuel (refers to Scope 1 emissions) that your local government has consumed this year. | 5 | Emissions (tonnes CO2e) | 3 | 10469.13 | 01/20/2022 02:27:05 | |||
| 1518163 | Cities 2021 | 2021 | 44299 | Dangjin City | Republic of Korea | East Asia | 10. Transport | 10.11 | Please provide city-wide average air pollution metrics from the monitoring sites within your city for the most recent three years. | 7 | Where can the data be accessed? | 3 | PM10 (1 year (annual) mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1518164 | Cities 2021 | 2021 | 859058 | Tomari Village | Japan | East Asia | 10. Transport | 10.3 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 6 | Transport Network Companies (e.g. Uber, Lyft) fleet size | 1 | Total fleet size | 01/20/2022 02:27:05 | ||||
| 1518165 | Cities 2021 | 2021 | 49330 | Kansas City, MO | 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. | 4 | Climate hazards factored into plan that addresses climate change adaptation | 1 | Extreme hot temperature > Extreme hot days | 01/20/2022 02:27:05 | |||
| 1518166 | Cities 2021 | 2021 | 68385 | Municipio La Chorrera | Panama | Latin America | 5. Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 10 | Timescale of reduction / savings / energy production | 2 | Per year | De momento el Municipio esta en la elaboración de 3 programas importantes como parte de sus acciones de mitigación, ellas son: Programa de Reforestación con más de 6000 plantones de arboles de guayacán, roble y jacaranda; Programa de Reciclaje que debe iniciar en todas las instalaciones del Municipio; y el Programa de Transición Energética. Esperamos que todos ellos sirvan de forma sustancial para reducir los gases de efecto invernadero. | 01/20/2022 02:27:05 | ||
| 1518167 | Cities 2021 | 2021 | 839970 | San Justo (Argentina) | Argentina | Latin America | 12. Food | 12.1 | What is the per capita meat and dairy consumption (kg/yr) in your city? | 3 | Is your city calculating emissions associated with this consumption? | 2 | Dairy consumption per capita (kg/year) | 01/20/2022 02:27:05 | ||||
| 1518168 | Cities 2021 | 2021 | 840948 | City of Pakse | Lao People's Democratic Republic | Southeast Asia and Oceania | 5. Emissions Reduction | Mitigation Planning | 5.5a | Please attach your city’s climate change mitigation plan below. If your city has both mitigation and energy access plans, please make sure to attach all relevant documents below. | 2 | Web link | 1 | 01/20/2022 02:27:05 | ||||
| 1518169 | Cities 2021 | 2021 | 859181 | Tamana City | Japan | East Asia | 12. Food | 12.4 | How does your city increase access to sustainable foods? | 1 | Action implemented | 5 | Do you incentivise fresh fruit/vegetables vendor locations? | Question not applicable | 01/20/2022 02:27:05 | |||
| 1518170 | Cities 2021 | 2021 | 834190 | Kurashiki City | Japan | East Asia | 5. Emissions Reduction | Mitigation Target setting | 5.0a | Please provide details of your total city-wide base year emissions reduction (absolute) target(s). In addition, you may add rows to provide details of your sector-specific targets, by providing the base year emissions specific to that target. | 9 | Target year | 2 | 2050 | 01/20/2022 02:27:05 | |||
| 1518171 | Cities 2021 | 2021 | 848568 | Metropolitan Council, Twin Cities | United States of America | North America | 10. Transport | 10.3 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 5 | Number of taxis | 1 | Total fleet size | 01/20/2022 02:27:05 | ||||
| 1518172 | Cities 2021 | 2021 | 863190 | Renca | Chile | Latin 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. | 1 | Factors that affect ability to adapt | 5 | Poverty | 01/20/2022 02:27:05 | |||
| 1518173 | Cities 2021 | 2021 | 859071 | Yahaba Town | Japan | East Asia | 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 | 0 | 01/20/2022 02:27:05 | ||||
| 1518174 | Cities 2021 | 2021 | 845133 | Prefeitura de Monteiro Lobato | Brazil | Latin America | 13. Waste | 13.6 | Does your city have any of the following initiatives, policies and/or regulations. | 2 | Please provide more details and/or a link to more information about any of the proposed initiatives/policies/regulations | 6 | Sanitary landfill with leachate capture and landfill gas management system | Question not applicable | 01/20/2022 02:27:05 | |||
| 1518175 | Cities 2021 | 2021 | 54060 | City of Greater Sudbury / Grand Sudbury, 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. | 12 | Total cost provided by the local government (currency) | 1 | 01/20/2022 02:27:05 | ||||
| 1518176 | Cities 2021 | 2021 | 36036 | City of Ibadan | Nigeria | Africa | 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 | IBADAN CITY CAPITAL OF OYO STATE, NIGERIA | 01/20/2022 02:27:05 | |||
| 1518177 | Cities 2021 | 2021 | 54637 | Alcaldía de Cuenca | Ecuador | Latin America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 5 | Stationary energy > Agriculture | 01/20/2022 02:27:05 | |||
| 1518178 | Cities 2021 | 2021 | 859147 | Town of Yosano | Japan | East Asia | 10. Transport | 10.11 | Please provide city-wide average air pollution metrics from the monitoring sites within your city for the most recent three years. | 9 | Publicly available? | 1 | PM2.5 (1 year (annual) mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1518179 | Cities 2021 | 2021 | 35882 | City of Tampa, FL | United States of America | North America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 2 | If you have no direct emissions to report, please select a notation key to explain why | 2 | Stationary energy > Commercial buildings & facilities | 01/20/2022 02:27:05 | |||
| 1518180 | Cities 2021 | 2021 | 62407 | Blacktown City Council | Australia | Southeast Asia and Oceania | 10. Transport | 10.3 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 7 | Customer-drive carshares (e.g. Car2Go, Drivenow) fleet size | 1 | Total fleet size | 01/20/2022 02:27:05 | ||||
| 1518181 | Cities 2021 | 2021 | 73645 | KwaDukuza | South Africa | Africa | 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 | 7 | Challenges | 01/20/2022 02:27:05 | |||
| 1518182 | Cities 2021 | 2021 | 73759 | Jambi City | Indonesia | Southeast Asia and Oceania | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.11 | Does your city have a strategy, or other policy document, in place for how to measure and reduce consumption-based GHG emissions in your city? | 2 | Please provide more details on and/or a link to the strategy or highlights of any specific actions the city is implementing | 4 | Clothing and textiles | Question not applicable | 01/20/2022 02:27:05 | ||
| 1518183 | Cities 2021 | 2021 | 42120 | City of Salvador | Brazil | 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 | Extreme hot temperature > Heat wave | 01/20/2022 02:27:05 | |||
| 1518184 | Cities 2021 | 2021 | 36261 | Comune di Bolzano | Italy | Europe | 10. Transport | 10.7 | How many public access EV charging points do you have in your city and/or metropolitan area for the following types. | 3 | Comment | 1 | Rapid 43 kw and above | Question not applicable | 01/20/2022 02:27:05 | |||
| 1518185 | Cities 2021 | 2021 | 36045 | Santiago de Guayaquil | Ecuador | Latin America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 6 | If you have no emissions occurring outside the city boundary to report as a result of in-city activities, please select a notation key to explain why | 26 | Generation of grid-supplied energy > Electricity-only generation | 01/20/2022 02:27:05 | |||
| 1518186 | Cities 2021 | 2021 | 58597 | Municipalidad de La Unión | Costa Rica | Latin America | 5. Emissions Reduction | Mitigation Target setting | 5.0a | Please provide details of your total city-wide base year emissions reduction (absolute) target(s). In addition, you may add rows to provide details of your sector-specific targets, by providing the base year emissions specific to that target. | 15 | Does this target align to a requirement from a higher level of government? | 3 | Yes | 01/20/2022 02:27:05 | |||
| 1518187 | Cities 2021 | 2021 | 58590 | City of Easton, PA | United States of America | North America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 5 | Social impact of hazard overall | 3 | Increased resource demand | 01/20/2022 02:27:05 | |||
| 1518188 | Cities 2021 | 2021 | 863202 | Trenggalek Regency | 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. | 3 | Level of degree to which factor challenges/supports the adaptive capacity of your city | 5 | Moderately supports | 01/20/2022 02:27:05 | |||
| 1518189 | Cities 2021 | 2021 | 840945 | Prefeitura de Santa Bárbara | 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. | 8 | Action description and implementation progress | 1 | O Edital já foi realizado, onde uma empresa já firmou parceria com a prefeitura (GSM). | 01/20/2022 02:27:05 | |||
| 1518190 | Cities 2021 | 2021 | 31154 | Bogotá Distrito Capital | 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. | 3 | Target year of goal | 111 | 2024 | 01/20/2022 02:27:05 | |||
| 1518191 | Cities 2021 | 2021 | 58485 | Abington Township, PA | United States of America | North America | 5. Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 3 | Means of implementation | 1 | Development and implementation of action plan | 01/20/2022 02:27:05 | |||
| 1518192 | Cities 2021 | 2021 | 61427 | Municipality of Nacala | Mozambique | Africa | 5. Emissions Reduction | Mitigation Target setting | 5.0b | Please provide details of your total fixed level target(s). | 13 | Select the initiatives that this target contributes towards | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1518193 | Cities 2021 | 2021 | 54367 | Melaka Historic City Council | Malaysia | Southeast Asia and Oceania | 5. Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 18 | Web link to action website | 12 | 01/20/2022 02:27:05 | ||||
| 1518194 | Cities 2021 | 2021 | 35884 | City of San Diego, CA | United States of America | North America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6e | Where it will facilitate a greater understanding of your city-wide emissions, please provide a breakdown of these emissions by the US Community Protocol sources. | 1 | US Community Protocol Sources | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1518195 | Cities 2021 | 2021 | 36262 | Comune di Genova | Italy | Europe | 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 | ||
| 1518196 | Cities 2021 | 2021 | 50571 | City of Victoria, BC | Canada | North America | 1. Governance and Data Management | Governance | 1.2 | Please list the local government departments involved in the GCC program and its role. | 1 | Name of the department | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1518197 | Cities 2021 | 2021 | 59572 | District of Saanich, BC | Canada | North America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 26 | Generation of grid-supplied energy > Electricity-only generation | 01/20/2022 02:27:05 | |||
| 1518198 | Cities 2021 | 2021 | 60423 | Municipalidad de la Ciudad de Neuquén | Argentina | Latin America | 5. Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 1 | Mitigation action | 28 | Mass Transit > Improve rail, metro, and tram infrastructure, services and operations | 01/20/2022 02:27:05 | |||
| 1518199 | Cities 2021 | 2021 | 826208 | Junta Intermunicipal de Medio Ambiente de Sierra Occidental y Costa (JISOC) | Mexico | Latin America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 6 | If you have no emissions occurring outside the city boundary to report as a result of in-city activities, please select a notation key to explain why | 8 | Transportation > On-road | Question not applicable | 01/20/2022 02:27:05 | ||
| 1518200 | Cities 2021 | 2021 | 54652 | Prefeitura de Osasco | Brazil | Latin America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 23 | AFOLU > Land use | Question not applicable | 01/20/2022 02:27:05 |
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Description
PLEASE READ THE FOLLOWING INFORMATION
This dataset contains all public responses to the CDP-ICLEI 2021 Cities questionnaire. All data included in the dataset is self reported by cities. The reporting platform remains open and the dataset is updated daily to reflect new submissions.
Please note that this dataset exceeds the capacity for Excel. To export the data to Excel, the dataset has been separated into three files. Please follow the links below to access these:
2021 cities dataset covering emissions and mitigation:
https://data.cdp.net/Governance/2021-Cities-Emissions-and-Mitigation/aic4-a5fb
https://data.cdp.net/Governance/2021-Cities-Emissions-and-Mitigation/aic4-a5fb
2021 cities dataset covering vulnerability and adaptation:
https://data.cdp.net/Governance/2021-Cities-Vulnerability-and-Adaptation/hz2m-cbry
https://data.cdp.net/Governance/2021-Cities-Vulnerability-and-Adaptation/hz2m-cbry
2021 cities dataset covering sectors (buildings, energy, transport, waste, urban planning, food, water):
https://data.cdp.net/Governance/2021-Cities-Sectors/xsgm-pagy
https://data.cdp.net/Governance/2021-Cities-Sectors/xsgm-pagy
Access more information on cities reporting, including questionnaire guidance, at https://www.cdp.net/en/guidance/guidance-for-cities.
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’.
For any questions or further 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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