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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 134151 | Cities 2021 | 2021 | 54084 | City of Guelph, 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. | 1 | Climate hazards | 9 | Water Scarcity > Drought | 01/20/2022 02:27:05 | |||
| 134152 | Cities 2021 | 2021 | 826148 | Ayuntamiento de Puerto Vallarta | 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 | 4 | Medium | 01/20/2022 02:27:05 | |||
| 134153 | Cities 2021 | 2021 | 54341 | Toyama City | Japan | East Asia | 4. City-wide Emissions | GCoM Emission Factor and Activity Data | 4.14a | Please provide a summary of emissions factors and activity data used in your inventory. | 5 | Gas | 16 | Question not applicable | 01/20/2022 02:27:05 | |||
| 134154 | Cities 2021 | 2021 | 35872 | Municipality of Recife | Brazil | 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. | 5 | Start year of action | 5 | 2021 | Todas as ações descritas foram retiradas do Plano Local de Ação climática da cidade do Recife, publicado em dezembro de 2020. | 01/20/2022 02:27:05 | ||
| 134155 | Cities 2021 | 2021 | 73734 | Envigado | Colombia | 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) | 8 | Transportation > On-road | 01/20/2022 02:27:05 | |||
| 134156 | Cities 2021 | 2021 | 36002 | Ville de Kinshasa | Democratic Republic of the Congo | Africa | 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) | 5 | NO2 (1 year (annual) mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 134157 | Cities 2021 | 2021 | 834301 | Municipality of San Antonio de Areco | 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. | 7 | Estimated emissions reduction (metric tonnes CO2e) | 2 | 3331.7 | 01/20/2022 02:27:05 | |||
| 134158 | Cities 2021 | 2021 | 60268 | Prefeitura de Brumadinho | 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 | 27 | Generation of grid-supplied energy > CHP generation | Question not applicable | 01/20/2022 02:27:05 | ||
| 134159 | 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. | 15 | Total cost provided by the local government | 24 | 01/20/2022 02:27:05 | ||||
| 134160 | Cities 2021 | 2021 | 834261 | Municipality of Irapuato | Mexico | 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'. | 4 | Status of financing | 1 | Project partially funded and seeking additional funding | 01/20/2022 02:27:05 | |||
| 134161 | Cities 2021 | 2021 | 31446 | Taipei City Government | Taiwan, Greater China | East Asia | 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 | 25 | 01/20/2022 02:27:05 | ||||
| 134162 | Cities 2021 | 2021 | 859172 | Asakura City | Japan | East Asia | 8. Energy | 8.5 | How many households within the municipal boundary face energy poverty? Please select the threshold used for energy poverty in your city. | 1 | Number of households within the city boundary that face energy poverty | 1 | Energy Poverty | Question not applicable | 01/20/2022 02:27:05 | |||
| 134163 | Cities 2021 | 2021 | 840428 | Hua-Hin Municipality | Thailand | 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 | 1 | Enhanced resilience | 01/20/2022 02:27:05 | |||
| 134164 | Cities 2021 | 2021 | 840931 | Prefeitura de Cordeirópolis | Brazil | Latin America | 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) | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 134165 | Cities 2021 | 2021 | 862673 | City of Selkirk, MB | Canada | North America | 5. Emissions Reduction | Mitigation Target setting | 5.0d | Please provide details of your total city-wide baseline scenario target(s), including projected business as usual emissions. | 15 | Select the initiatives that this target contributes towards | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 134166 | Cities 2021 | 2021 | 54403 | Tampereen kaupunki | Finland | Europe | 14. Water Security | Water Supply | 14.2a | Please identify the risks to your city’s water security as well as the timescale and level of risk. | 4 | Estimated probability of impact | 8 | Medium-low | 01/20/2022 02:27:05 | |||
| 134167 | Cities 2021 | 2021 | 60273 | Prefeitura de Extrema | Brazil | Latin America | 10. Transport | 10.5a | Please provide more details about the low or zero-emissions zone and/or restrictions on high polluting vehicles that cover a significant part of the city. | 1 | Size (sq. km) | 1 | Please complete | Question not applicable | 01/20/2022 02:27:05 | |||
| 134168 | Cities 2021 | 2021 | 859154 | Hokuei Town | Japan | East Asia | 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 | 1 | Food | Question not applicable | 01/20/2022 02:27:05 | ||
| 134169 | Cities 2021 | 2021 | 74401 | City of Encinitas, CA | 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. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 14 | Waste > Solid waste disposal | Question not applicable | 01/20/2022 02:27:05 | ||
| 134170 | Cities 2021 | 2021 | 859083 | Katashina Village | Japan | East Asia | 13. Waste | 13.5 | Please provide a waste composition analysis | 0 | 0 | Question not applicable | 01/20/2022 02:27:05 | |||||
| 134171 | Cities 2021 | 2021 | 840030 | Reconquista | Argentina | 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 | 8 | Local | 01/20/2022 02:27:05 | |||
| 134172 | Cities 2021 | 2021 | 54529 | City of Leicester | 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. | 9 | Future change in intensity | 4 | Increasing | 01/20/2022 02:27:05 | |||
| 134173 | Cities 2021 | 2021 | 840521 | City of Denizli | Turkey | 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. | 5 | Does this goal align with a requirement from a higher level of government? | 3 | Do not know | 01/20/2022 02:27:05 | |||
| 134174 | Cities 2021 | 2021 | 74371 | Himeji | Japan | East Asia | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6f | Where it will facilitate a greater understanding of your city-wide emissions, please provide a breakdown of these emissions by end user (buildings, water, waste, transport), economic sector (residential, commercial, industrial, institutional), or any other classification system used in your city. | 1 | Source | 8 | エネルギー起源CO2 以外のガス > 代替フロン等4ガス分野 | 01/20/2022 02:27:05 | |||
| 134175 | Cities 2021 | 2021 | 859080 | Namie Town | Japan | East Asia | 8. Energy | 8.1 | Please indicate the source mix of electricity consumed in your city. | 5 | Hydro | 1 | Electricity source | 01/20/2022 02:27:05 | ||||
| 134176 | Cities 2021 | 2021 | 827048 | Zhenjiang Municipal People's Government | China | East Asia | 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. | 23 | Attach reference document | 76 | Question not applicable | 01/20/2022 02:27:05 | |||
| 134177 | Cities 2021 | 2021 | 44187 | Goyang City | Republic of Korea | 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. | 2 | Web link | 1 | http://www.goyang.go.kr/www/user/bbs/BD_selectBbs.do?q_bbsCode=1053&q_bbscttSn=20190605125621906&q_clCode=1&q_pClCode=0 | 01/20/2022 02:27:05 | |||
| 134178 | Cities 2021 | 2021 | 52894 | City of Winston-Salem, NC | 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 | 19 | IPPU > Industrial process | Question not applicable | 01/20/2022 02:27:05 | ||
| 134179 | Cities 2021 | 2021 | 60320 | Prefeitura de Presidente Prudente | 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. | 4 | If you have no indirect emissions to report, please select a notation key to explain why | 10 | Transportation > Waterborne navigation | Question not applicable | 01/20/2022 02:27:05 | ||
| 134180 | Cities 2021 | 2021 | 862573 | Regional District of Central Kootenay, 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. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 12 | Transportation > Off-road | Question not applicable | 01/20/2022 02:27:05 | ||
| 134181 | Cities 2021 | 2021 | 859115 | Chikuma City | Japan | East Asia | 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. | 13 | Finance status | 11 | 01/20/2022 02:27:05 | ||||
| 134182 | Cities 2021 | 2021 | 73746 | Probolinggo | Indonesia | Southeast Asia and Oceania | 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. | 5 | Number of monitoring stations | 2 | PM2.5 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 134183 | Cities 2021 | 2021 | 35894 | Ville de Montreal, QC | Canada | 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. | 11 | Co-benefit area | 3 | Improved resource quality (e.g. air, water) | source: http://ville.montreal.qc.ca/pls/portal/docs/PAGE/ENVIRO_FR/MEDIA/DOCUMENTS/PLAN_COLLECTIVITE_2013-2020_VF.PDF | 01/20/2022 02:27:05 | ||
| 134184 | Cities 2021 | 2021 | 43907 | City of Indianapolis, IN | United States of America | North America | 14. Water Security | Water Supply | 14.2a | Please identify the risks to your city’s water security as well as the timescale and level of risk. | 4 | Estimated probability of impact | 3 | Medium-high | 01/20/2022 02:27:05 | |||
| 134185 | Cities 2021 | 2021 | 31177 | Salt Lake City, UT | United States of America | North America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.2 | Please indicate the category that best describes the boundary of your city-wide GHG emissions inventory. | 3 | Explanation of boundary choice where the inventory boundary differs from the city boundary (include inventory boundary, GDP and population) | 1 | Please explain | City boundary; estimated 2018 population: 200,591 | 01/20/2022 02:27:05 | ||
| 134186 | Cities 2021 | 2021 | 848124 | Goicoechea | Costa Rica | Latin America | 12. Food | 12.0a | Report the tonnes per food group that are served and/or sold through the above mentioned programs. | 1 | Tonnes served and/or sold | 2 | Fruit | Question not applicable | 01/20/2022 02:27:05 | |||
| 134187 | Cities 2021 | 2021 | 74560 | City of Moab, UT | United States of America | North 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. | 2 | Where sources differ from the inventory, identify and explain these additions / exclusions | 1 | 01/20/2022 02:27:05 | ||||
| 134188 | 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 | Water Supply & Sanitation | 01/20/2022 02:27:05 | |||
| 134189 | Cities 2021 | 2021 | 54608 | Alcaldia de Montería | Colombia | 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. | 21 | Name of the engagement activities | 6 | Question not applicable | 01/20/2022 02:27:05 | |||
| 134190 | Cities 2021 | 2021 | 60392 | Municipalidad de San Isidro (Lima) | Peru | 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. | 22 | Aim of the engagement activities | 7 | Question not applicable | 01/20/2022 02:27:05 | |||
| 134191 | Cities 2021 | 2021 | 839980 | Municipalidad de Avellaneda | Argentina | Latin America | 2. Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0c | Please explain why your city does not have a climate risk and vulnerability assessment. | 1 | Reason | 1 | Please explain | Question not applicable | 01/20/2022 02:27:05 | ||
| 134192 | Cities 2021 | 2021 | 31114 | City of Sydney | Australia | Southeast Asia and Oceania | 8. Energy | 8.0a | Please provide details of your renewable energy target(s) and how the city plans to meet those targets. | 10 | Percentage of target achieved | 3 | 20 | 01/20/2022 02:27:05 | ||||
| 134193 | Cities 2021 | 2021 | 55800 | City of Cambridge, MA | 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. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 14 | Waste > Solid waste disposal | 92051 | 01/20/2022 02:27:05 | ||
| 134194 | Cities 2021 | 2021 | 69834 | Municipalidad de General Alvear (Mendoza) | Argentina | Latin America | 0. Introduction | City Details | 0.4 | Please select the currency used for all financial information disclosed throughout your response. | 0 | 0 | ARS Argentine Peso | 01/20/2022 02:27:05 | ||||
| 134195 | Cities 2021 | 2021 | 50650 | City of Gibraltar | Gibraltar | Europe | 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 | 16 | Waste > Incineration and open burning | 01/20/2022 02:27:05 | |||
| 134196 | Cities 2021 | 2021 | 859081 | City of Sakuragawa | Japan | East Asia | 8. Energy | 8.2 | For each type of renewable energy within the city boundary, please report the installed capacity (MW) and annual generation (MWh). | 2 | Annual generation (MWh) | 2 | Solar thermal | 01/20/2022 02:27:05 | ||||
| 134197 | Cities 2021 | 2021 | 60414 | Municipalidad Venado Tuerto | Argentina | Latin America | 8. Energy | 8.4 | Please report the following energy access related information for your city. | 2 | Average electricity consumption per commercial establishment (MWh/annum) | 1 | Energy access | 01/20/2022 02:27:05 | ||||
| 134198 | Cities 2021 | 2021 | 54034 | City of Grand Rapids, MI | United States of America | North America | 5. Emissions Reduction | Mitigation Target setting | 5.0d | Please provide details of your total city-wide baseline scenario target(s), including projected business as usual emissions. | 6 | Year target was set | 6 | Question not applicable | 01/20/2022 02:27:05 | |||
| 134199 | Cities 2021 | 2021 | 1093 | City of Atlanta, GA | United States of America | North America | 0. Introduction | City Details | 0.5 | Please provide details of your city’s current population. Report the population in the year of your reported inventory, if possible. | 1 | Current population | 1 | Please complete | 506811 | 01/20/2022 02:27:05 | ||
| 134200 | Cities 2021 | 2021 | 826129 | Ayuntamiento de Jesús María | 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. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 11 | Transportation > Aviation | 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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