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2020 - 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1000601 | Cities 2020 | 2020 | 60633 | La mairie de Bujumbura | Burundi | Africa | 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. | 2 | Where sources differ from the inventory, identify and explain these additions / exclusions | 3 | Question not applicable | 07/16/2021 01:47:15 | |||
| 1000602 | Cities 2020 | 2020 | 848135 | San Pedro de la Paz | Chile | Latin America | Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 5 | Social impact of hazard overall | 2 | Increased risk to already vulnerable populations | 07/16/2021 01:47:15 | |||
| 1000603 | Cities 2020 | 2020 | 831230 | Municipality of La Marsa | Tunisia | Africa | Transport | 10.14 | Please provide city-wide average air pollution metrics from the monitoring sites within your city for the most recent three years. | 3 | Average concentration for second most recent year available (ug/m3) | 2 | PM2.5 (Maximum 24-hour average) | Question not applicable | 07/16/2021 01:47:15 | |||
| 1000604 | Cities 2020 | 2020 | 50794 | Prefeitura Municipal de Caieiras | Brazil | Latin America | City-wide Emissions | City-wide GHG Emissions Data | 4.5 | Please attach your city-wide inventory in Excel or other spreadsheet format and provide additional details on the inventory calculation methods in the table below. | 3 | Emissions factors used | 0 | Question not applicable | 07/16/2021 01:47:15 | |||
| 1000605 | Cities 2020 | 2020 | 54092 | City of Ann Arbor | United States of America | North America | City-wide Emissions | City-wide external verification | 4.12a | Please provide the following information about the city-wide emissions verification. | 1 | Name of verifier and attach verification certificate | 1 | Please complete | Question not applicable | 07/16/2021 01:47:15 | ||
| 1000606 | Cities 2020 | 2020 | 59642 | City of Dublin, CA | United States of America | North America | 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 | 3 | Increasing | 07/16/2021 01:47:15 | |||
| 1000607 | Cities 2020 | 2020 | 55334 | Município de Braga | Portugal | Europe | Governance and Data Management | Governance | 1.3 | Please list the key development challenges, barriers and opportunities within the GCC Program. | 3 | Staff Training Needs Assessment | 0 | Question not applicable | 07/16/2021 01:47:15 | |||
| 1000608 | Cities 2020 | 2020 | 73301 | City of Gretna, LA | United States of America | North America | Buildings | 9.2 | Is your city implementing a strategy/pathway/roadmap to ensure that all new buildings are net zero carbon operational by 2030? | 3 | Please provide more detail and/or link to more information about the requirements | 1 | Please complete | Question not applicable | 07/16/2021 01:47:15 | |||
| 1000609 | Cities 2020 | 2020 | 50378 | Municipalidad de San José | Costa Rica | Latin America | City-wide Emissions | GCoM Emission Factor and Activity Data | 4.15 | Please provide a summary of emissions factors and activity data used in your inventory. | 3 | Fuel type or activity | 48 | Diesel oil | 07/16/2021 01:47:15 | |||
| 1000610 | Cities 2020 | 2020 | 54488 | Trondheim Municipality | Norway | Europe | 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 | 07/16/2021 01:47:15 | |||
| 1000611 | Cities 2020 | 2020 | 31149 | City of Athens | Greece | Europe | Buildings | 9.1 | Does your city have emissions reduction targets or energy efficiency targets for the following building types? | 4 | Please provide more details and/or link to more information about the energy efficiency target. | 1 | Commercial | From the aforementioned activities, it is estimated that an annual energy saving of the magnitude of 666,016 MWh/year is achieved from the commercial sector.More information: https://resilientathens.files.wordpress.com/2017/06/cap-part-a-mitigation-plan.pdf, p. 85 [in Greek] | 07/16/2021 01:47:15 | |||
| 1000612 | Cities 2020 | 2020 | 840914 | Prefeitura de Cáceres | Brazil | Latin America | 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 | 12 | Transportation > Off-road | Question not applicable | 07/16/2021 01:47:15 | ||
| 1000613 | Cities 2020 | 2020 | 62855 | Egedal Municipality | Denmark | Europe | Opportunities | Finance and Economic Opportunities | 6.9 | Has your city taken steps to decarbonize the investments held by the city retirement funds and/or municipal investments, e.g. by making a commitment to divest from fossil fuels and/or increase sustainable investments? | 1 | Response | 1 | Municipal investments, e.g. by divesting from fossil fuels | Question not applicable | 07/16/2021 01:47:15 | ||
| 1000614 | Cities 2020 | 2020 | 44081 | Lusaka City Council | Zambia | Africa | Food | 12.0a | Report the tonnes per food group that are served and/or sold through programs managed by your city (this includes schools, canteens, hospitals etc.). | 2 | Comment | 3 | Dairy foods | Question not applicable | 07/16/2021 01:47:15 | |||
| 1000615 | Cities 2020 | 2020 | 54388 | Iskandar Regional Development Authority | Malaysia | Southeast Asia and Oceania | 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) | 27 | Generation of grid-supplied energy > CHP generation | 07/16/2021 01:47:15 | |||
| 1000616 | Cities 2020 | 2020 | 839650 | Ayuntamiento de Uriangato | Mexico | Latin America | 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. | 3 | Scope | 0 | Question not applicable | 07/16/2021 01:47:15 | |||
| 1000617 | Cities 2020 | 2020 | 50680 | Município de Cascais | Portugal | Europe | 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. | 14 | Level of confidence | 1 | City-wide emissions | Question not applicable | 07/16/2021 01:47:15 | ||
| 1000618 | Cities 2020 | 2020 | 31186 | Changwon City | Republic of Korea | East Asia | Emissions Reduction | Mitigation Target setting | 5.0c | Please provide details of your total city-wide base year intensity target. An intensity target is usually measured per capita or per unit GDP. If you have an absolute emissions reduction target, please select “Base year emissions (absolute) target” in question 5.0. | 15 | Does this target correspond to a requirement from a higher level of government? | 0 | Question not applicable | 07/16/2021 01:47:15 | |||
| 1000619 | Cities 2020 | 2020 | 62868 | Eskişehir Metropolitan Municipality | Turkey | Europe | 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 | 07/16/2021 01:47:15 | ||||
| 1000620 | Cities 2020 | 2020 | 54293 | People's Government of Guangzhou Municipality | China | East Asia | 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 | 07/16/2021 01:47:15 | ||||
| 1000621 | Cities 2020 | 2020 | 60633 | La mairie de Bujumbura | Burundi | Africa | Emissions Reduction | Mitigation Target setting | 5.0c | Please provide details of your total city-wide base year intensity target. An intensity target is usually measured per capita or per unit GDP. If you have an absolute emissions reduction target, please select “Base year emissions (absolute) target” in question 5.0. | 17 | Target meets initial GCoM validation criteria | 3 | Question not applicable | 07/16/2021 01:47:15 | |||
| 1000622 | Cities 2020 | 2020 | 841003 | Ayuntamiento de Apodaca | Mexico | Latin America | 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. | 14 | Majority funding source | 0 | 07/16/2021 01:47:15 | ||||
| 1000623 | Cities 2020 | 2020 | 36002 | Ville de Kinshasa | Democratic Republic of the Congo | Africa | 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 | 1 | Stationary energy > Residential buildings | Question not applicable | 07/16/2021 01:47:15 | ||
| 1000624 | Cities 2020 | 2020 | 59642 | City of Dublin, CA | United States of America | North America | Food | 12.0 | Report the total number of meals and tonnes that are served and/or sold through programs managed by your city (this includes schools, canteens, hospitals etc.). | 3 | Comment | 1 | Total meals and tonnes that are served or sold through programs managed by your city | This number has not been updated since last reporting year. | 07/16/2021 01:47:15 | |||
| 1000625 | Cities 2020 | 2020 | 35907 | Bangalore | India | South and West Asia | Transport | 10.1 | What is the mode share of each transport mode in your city for passenger transport? | 8 | Micro-Mobility | 1 | Please complete | Question not applicable | 07/16/2021 01:47:15 | |||
| 1000626 | Cities 2020 | 2020 | 43912 | City of Edmonton | Canada | North America | Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 1 | Climate Hazards | 7 | Flood and sea level rise > Flash / surface flood | 07/16/2021 01:47:15 | |||
| 1000627 | Cities 2020 | 2020 | 58488 | Sonderborg Kommune | Denmark | Europe | Transport | 10.9 | How many public access EV charging points do you have in your city and/or metropolitan area for the following types. | 3 | Comment | 4 | All types | Question not applicable | 07/16/2021 01:47:15 | |||
| 1000628 | Cities 2020 | 2020 | 50375 | Ayuntamiento de Chihuahua | Mexico | Latin America | Transport | 10.4 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 1 | Number of private cars | 4 | Plug in hybrid | 07/16/2021 01:47:15 | ||||
| 1000629 | Cities 2020 | 2020 | 31186 | Changwon City | Republic of Korea | East Asia | 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 | 07/16/2021 01:47:15 | ||
| 1000630 | Cities 2020 | 2020 | 59653 | City of Manhattan Beach, CA | United States of America | North America | Transport | 10.14 | Please provide city-wide average air pollution metrics from the monitoring sites within your city for the most recent three years. | 6 | Frequency of measurements (e.g. hourly, daily) | 5 | NO2 (1 year (annual) mean) | Question not applicable | 07/16/2021 01:47:15 | |||
| 1000631 | Cities 2020 | 2020 | 50673 | Município de Faro | Portugal | Europe | 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 | 7 | Total Stationary Energy | Question not applicable | 07/16/2021 01:47:15 | ||
| 1000632 | Cities 2020 | 2020 | 60388 | Municipalidad Provincial de Chiclayo | Peru | Latin America | 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 | 23 | AFOLU > Land use | Question not applicable | 07/16/2021 01:47:15 | ||
| 1000633 | Cities 2020 | 2020 | 54305 | Rajkot Municipal Corporation | India | South and West Asia | Waste | 13.4 | What is the amount of solid waste being treated (tonnes/year) through the methods listed. | 1 | Tonnes/year | 5 | Incineration or other form of thermal treatment | Question not applicable | 07/16/2021 01:47:15 | |||
| 1000634 | Cities 2020 | 2020 | 54364 | City of Kuala Lumpur | Malaysia | Southeast Asia and Oceania | 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 | 30 | Total Generation of grid-supplied energy | Question not applicable | 07/16/2021 01:47:15 | ||
| 1000635 | Cities 2020 | 2020 | 43910 | City of Columbus | United States of America | North America | 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. | 16 | Web link to action website | 13 | http://kiosk.datareadings.com/f4pKzWDk/project-info/1/photos/1slideshow=true | 07/16/2021 01:47:15 | |||
| 1000636 | Cities 2020 | 2020 | 840122 | Siliguri Municipal Corporation | India | South and West Asia | 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 | There is a high level of confidence of an expected change of 940±149mm to 1330 ±174.5 mm in rainfall and an increase in the annual precipitation of 0.3-3% in the North East by the year 2030.There will also be an increase in intensity of rainfall by 2-12% in the Himalayan region, North-Eastern region, Western and North-Western regions and the Southern Eastern coastal regions by 2030. With respect to the 2050s in winters, i.e. Oct-Dec there will be a slight increase in rainfall in Darjeeling but there will be no change in Jalpaiguri. Precipitation during the monsoon shows no change with respect to the baseline, but in summers rainfall is likely to decrease. There is a high level of confidence of an increase by 1.8±0.8 °C to 2.1±0.9°C in temperature in the North East by the year 2030 with respect to the 1970s. Minimum temperatures are likely to rise from 1°C to 2.5°C and maximum temperatures may rise by 1°C to 3.5°C. In 2050s, the average daily maximum and minimum temperatures are both projected to rise by 2.2°C across the state. | 07/16/2021 01:47:15 | ||
| 1000637 | Cities 2020 | 2020 | 31176 | Prefeitura do Rio de Janeiro | Brazil | Latin America | Transport | 10.6 | How many buses has your city procured in the last year? | 1 | Number of buses | 3 | Electric trolley buses | 0 | 07/16/2021 01:47:15 | |||
| 1000638 | Cities 2020 | 2020 | 839668 | Municipio de Iztapa | Guatemala | Latin America | Transport | 10.5 | 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 | 07/16/2021 01:47:15 | |||
| 1000639 | Cities 2020 | 2020 | 849041 | Gualeguaychú | Argentina | Latin America | Emissions Reduction | Mitigation Planning | 5.5b | Please explain why you do not have a city climate change mitigation plan and any future plans to create one. | 1 | Reason | 1 | Please explain | Question not applicable | 07/16/2021 01:47:15 | ||
| 1000640 | Cities 2020 | 2020 | 49333 | City of Louisville, KY | United States of America | North America | 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 | 07/16/2021 01:47:15 | |||
| 1000641 | Cities 2020 | 2020 | 50385 | Prefeitura de Campo Grande | Brazil | Latin America | Food | 12.4 | How does your city increase access to sustainable foods? | 1 | Action implemented | 2 | Do you tax/ban higher carbon foods (meat, dairy, ultra-processed)? | Question not applicable | 07/16/2021 01:47:15 | |||
| 1000642 | Cities 2020 | 2020 | 50551 | City of Long Beach | United States of America | North America | 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. | 1 | Direct emissions (metric tonnes CO2e) | 25 | Total AFOLU | 07/16/2021 01:47:15 | |||
| 1000643 | Cities 2020 | 2020 | 55372 | Prefeitura Municipal de Canoas | Brazil | Latin America | 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) | 18 | Total Waste | Question not applicable | 07/16/2021 01:47:15 | ||
| 1000644 | Cities 2020 | 2020 | 13113 | Newcastle City Council | United Kingdom of Great Britain and Northern Ireland | Europe | 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 | 3 | Policy and regulation | 07/16/2021 01:47:15 | |||
| 1000645 | Cities 2020 | 2020 | 845131 | Prefeitura de Dois Irmãos | Brazil | Latin America | Adaptation | Adaptation Planning | 3.2b | Please explain why there is no published plan that addresses climate change adaptation and outline any future arrangements you have to create a plan. | 1 | Reason | 1 | Please explain | Question not applicable | 07/16/2021 01:47:15 | ||
| 1000646 | Cities 2020 | 2020 | 31184 | Prefeitura de São Paulo | Brazil | Latin America | Transport | 10.14 | Please provide city-wide average air pollution metrics from the monitoring sites within your city for the most recent three years. | 6 | Frequency of measurements (e.g. hourly, daily) | 6 | O3 (Daily maximum 8 hour mean) | 07/16/2021 01:47:15 | ||||
| 1000647 | Cities 2020 | 2020 | 74466 | Village of South Barrington, IL | United States of America | North America | Transport | 10.14 | 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? | 6 | O3 (Daily maximum 8 hour mean) | Question not applicable | 07/16/2021 01:47:15 | |||
| 1000648 | Cities 2020 | 2020 | 50543 | Halifax Regional Municipality | Canada | North America | Energy | 8.5a | Please provide details on your city’s energy efficiency targets. | 10 | Please indicate to which energy sector(s) the target applies (Multiple choice) | 1 | Transport | 07/16/2021 01:47:15 | ||||
| 1000649 | Cities 2020 | 2020 | 74401 | City of Encinitas, CA | United States of America | North America | 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) | 20 | IPPU > Product use | 07/16/2021 01:47:15 | |||
| 1000650 | Cities 2020 | 2020 | 58543 | Byron Shire Council | Australia | Southeast Asia and Oceania | Adaptation | Adaptation Planning | 3.2a | Please provide more information on your plan that addresses climate change adaptation 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 | 2 | 07/16/2021 01:47:15 |
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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 the full responses of publicly disclosing cities in 2020. To view the complete cities 2020 questionnaire guidance, including all questions asked in 2020, visit https://www.cdp.net/en/guidance/guidance-for-cities. Please contact cities@cdp.net if you have any questions.
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.
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 5 American regional councils, which are: Chicago Metropolitan Mayors Caucus; Denver Regional Council of Governments; Metropolitan Council, Twin Cities; Metropolitan Washington Council of Governments; and Mid-America Regional Council.
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