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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1022751 | Cities 2020 | 2020 | 54104 | City of Boulder | United States of America | North America | 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 | Transport | 07/16/2021 01:47:15 | |||
| 1022752 | Cities 2020 | 2020 | 37241 | City of Berkeley | 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. | 10 | Future expected magnitude of hazard | 6 | High | 07/16/2021 01:47:15 | |||
| 1022753 | Cities 2020 | 2020 | 31180 | Región Metropolitana de Santiago | Chile | Latin America | 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. | 5 | Explanation of boundary choice where the assessment boundary differs from the city boundary | 5 | Latin America, Regional. | 07/16/2021 01:47:15 | |||
| 1022754 | Cities 2020 | 2020 | 31165 | Stadt Heidelberg | Germany | Europe | 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. | 19 | Name of the engagement activities | 3 | Question not applicable | 07/16/2021 01:47:15 | |||
| 1022755 | Cities 2020 | 2020 | 58346 | Plymouth City Council | United Kingdom of Great Britain and Northern Ireland | 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. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 20 | IPPU > Product use | Question not applicable | 07/16/2021 01:47:15 | ||
| 1022756 | Cities 2020 | 2020 | 55324 | Município de Guimarães | Portugal | Europe | City-wide Emissions | City-wide GHG Emissions Data | 4.6b | Please provide a summary of emissions by sector and scope as defined in the Global Protocol for Community Greenhouse Gas Emissions Inventories (GPC) in the table below. | 2 | Where data is not available, please explain why | 16 | TOTAL BASIC emissions | Question not applicable | 07/16/2021 01:47:15 | ||
| 1022757 | Cities 2020 | 2020 | 35848 | Municipality of Belo Horizonte | Brazil | 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. | 4 | Implementation status | 1 | Implementation | 07/16/2021 01:47:15 | |||
| 1022758 | Cities 2020 | 2020 | 54100 | City of Columbia, MO | 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. | 5 | Social impact of hazard overall | 4 | Increased demand for public services | 07/16/2021 01:47:15 | |||
| 1022759 | Cities 2020 | 2020 | 60284 | Prefeitura de Angra dos Reis | Brazil | 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. | 7 | Please identify which vulnerable populations are affected | 3 | Persons living in sub-standard housing | 07/16/2021 01:47:15 | |||
| 1022760 | Cities 2020 | 2020 | 847236 | Ramona | Argentina | 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 | 29 | Generation of grid-supplied energy > Local renewable generation | Not Occurring | 07/16/2021 01:47:15 | ||
| 1022761 | Cities 2020 | 2020 | 49347 | City of Omaha | United States of America | North America | Opportunities | Climate Action Planning | 6.16 | Does your city report to the national Measurement, Reporting and Verification (MRV) system (if in place)? | 2 | Comment | 1 | MRV system | Question not applicable | 07/16/2021 01:47:15 | ||
| 1022762 | Cities 2020 | 2020 | 31056 | Edinburgh City Council | United Kingdom of Great Britain and Northern Ireland | Europe | City-wide Emissions | City-wide external verification | 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? | 1 | Response | 2 | Construction | Question not applicable | 07/16/2021 01:47:15 | ||
| 1022763 | Cities 2020 | 2020 | 74643 | Dijon métropole | France | Europe | 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 | 3 | Assessment and evaluation activities | 07/16/2021 01:47:15 | |||
| 1022764 | Cities 2020 | 2020 | 19233 | Município de Torres Vedras | Portugal | Europe | 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 | Target meets initial GCoM validation criteria | 1 | Question not applicable | 07/16/2021 01:47:15 | |||
| 1022765 | Cities 2020 | 2020 | 50541 | City of Greensboro | United States of America | North America | 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? | 2 | Please provide more details about how your city is taking steps to decarbonize the investments | 1 | Municipal investments, e.g. by divesting from fossil fuels | Question not applicable | 07/16/2021 01:47:15 | ||
| 1022766 | Cities 2020 | 2020 | 35854 | City of Brussels | Belgium | Europe | 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 | 1 | 07/16/2021 01:47:15 | ||||
| 1022767 | Cities 2020 | 2020 | 59633 | City of Santa Cruz, 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. | 4 | Current magnitude of hazard | 7 | Low | 07/16/2021 01:47:15 | |||
| 1022768 | Cities 2020 | 2020 | 36504 | Comune di Rimini | Italy | 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. | 5 | Calculated Total Scope 1 emissions | 1 | City-wide emissions | Question not applicable | 07/16/2021 01:47:15 | ||
| 1022769 | Cities 2020 | 2020 | 19233 | Município de Torres Vedras | Portugal | Europe | Governance and Data Management | Governance | 1.6 | How many city staff (FTE) work on topics related to climate change mitigation and adaptation? | 3 | Comment | 1 | Please complete | Question not applicable | 07/16/2021 01:47:15 | ||
| 1022770 | Cities 2020 | 2020 | 54478 | Gemeente Nijmegen | Netherlands | 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. | 6 | Most relevant assets / services affected overall | 3 | Residential | 07/16/2021 01:47:15 | |||
| 1022771 | Cities 2020 | 2020 | 59572 | District of Saanich, BC | Canada | North 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. | 6 | Emission factor value | 8 | 0.0683759 | 07/16/2021 01:47:15 | |||
| 1022772 | Cities 2020 | 2020 | 73759 | Jambi City | Indonesia | Southeast Asia and Oceania | 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) | 6 | 07/16/2021 01:47:15 | ||||
| 1022773 | Cities 2020 | 2020 | 54111 | City of Iowa City | 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) | 2 | PM2.5 (Maximum 24-hour average) | Question not applicable | 07/16/2021 01:47:15 | |||
| 1022774 | Cities 2020 | 2020 | 58357 | City of West Hollywood | 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. | 10 | Future expected magnitude of hazard | 2 | High | 07/16/2021 01:47:15 | |||
| 1022775 | Cities 2020 | 2020 | 826380 | Junta Intermunicipal de la Cuenca Baja del Rio Ayuquila (JIRA) | Mexico | 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. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 24 | AFOLU > Other AFOLU | Question not applicable | 07/16/2021 01:47:15 | ||
| 1022776 | Cities 2020 | 2020 | 834301 | Municipality of San Antonio de Areco | Argentina | Latin America | 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. | 3 | Amount | 4 | Question not applicable | 07/16/2021 01:47:15 | |||
| 1022777 | Cities 2020 | 2020 | 73706 | City of Alameda | 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. | 2 | If you have no direct emissions to report, please select a notation key to explain why | 22 | AFOLU > Livestock | Not Occurring | 07/16/2021 01:47:15 | ||
| 1022778 | Cities 2020 | 2020 | 847245 | Leandro . N. Alem | Argentina | 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 | 26 | Generation of grid-supplied energy > Electricity-only generation | Not Occurring | 07/16/2021 01:47:15 | ||
| 1022779 | Cities 2020 | 2020 | 73680 | Carcarana | Argentina | Latin America | Transport | 10.3 | What are the total number of journeys made in your city each year by each mode below? | 1 | Number of journeys made each year | 3 | Buses (including BRT) | Question not applicable | 07/16/2021 01:47:15 | |||
| 1022780 | Cities 2020 | 2020 | 49327 | City of Providence | 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 | 9 | Transportation > Rail | 07/16/2021 01:47:15 | |||
| 1022781 | Cities 2020 | 2020 | 51079 | Guatemala City | Guatemala | 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. | 9 | Activity level (per emission factor unit denominator) | 25 | 38761628 | 07/16/2021 01:47:15 | |||
| 1022782 | Cities 2020 | 2020 | 36159 | City of Lisbon | Portugal | Europe | 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'. | 9 | Total investment cost needed | 9 | 16000000 | 07/16/2021 01:47:15 | |||
| 1022783 | Cities 2020 | 2020 | 35853 | City of Baltimore | 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) | 30 | Total Generation of grid-supplied energy | 120614 | 07/16/2021 01:47:15 | ||
| 1022784 | Cities 2020 | 2020 | 13506 | Nottingham City Council | United Kingdom of Great Britain and Northern Ireland | Europe | City-wide Emissions | City-wide GHG Emissions Data | 4.6b | Please provide a summary of emissions by sector and scope as defined in the Global Protocol for Community Greenhouse Gas Emissions Inventories (GPC) in the table below. | 2 | Where data is not available, please explain why | 12 | Agriculture, Forestry and Land Use – Scope 1 (V) | Question not applicable | 07/16/2021 01:47:15 | ||
| 1022785 | Cities 2020 | 2020 | 826427 | Município de Valongo | Portugal | Europe | Energy | 8.3 | What percentage of your city's electricity grid mix is zero carbon? "Zero carbon" includes solar, wind, hydro, biomass and geothermal as the source to produce electricity. | 0 | 0 | Question not applicable | 07/16/2021 01:47:15 | |||||
| 1022786 | Cities 2020 | 2020 | 58797 | Hørsholm Kommune | Denmark | Europe | 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 | Total cost provided by the local government | 4 | 07/16/2021 01:47:15 | ||||
| 1022787 | Cities 2020 | 2020 | 73663 | Correa | Argentina | Latin America | Transport | 10.4 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 2 | Number of buses | 3 | Hybrid | 07/16/2021 01:47:15 | ||||
| 1022788 | Cities 2020 | 2020 | 834251 | Municipality of Coronel Dominguez | Argentina | 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 | 4 | Increased incidence and prevalence of disease and illness | 07/16/2021 01:47:15 | |||
| 1022789 | Cities 2020 | 2020 | 1850 | Birmingham City Council | United Kingdom of Great Britain and Northern Ireland | 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. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 2 | Stationary energy > Commercial buildings & facilities | 97398.49 | 07/16/2021 01:47:15 | ||
| 1022790 | Cities 2020 | 2020 | 54409 | City of Espoo | Finland | Europe | Adaptation | Adaptation Goals | 3.3 | Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal. | 1 | Adaptation goal | 2 | Healthcare capacity adequate and prepared to treat elderly and sich during heatwaves, exsiting early warning system for heat waves, monitoring system for homecare patients and elderly | 07/16/2021 01:47:15 | |||
| 1022791 | Cities 2020 | 2020 | 54116 | City of Dubuque | United States of America | North America | City-wide Emissions | Historical emissions inventories | 4.13 | Please provide details on any historical and base year city-wide emissions inventories your city has, in order to allow assessment of targets in the table below. | 1 | Inventory date from | 1 | 2003-01-01 | 07/16/2021 01:47:15 | |||
| 1022792 | Cities 2020 | 2020 | 52897 | City of Aspen | 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. | 3 | Means of implementation | 5 | Capacity building and training activities | The mitigation actions described in question 5.4 are the most significant that are currently being undertaken by the City of Aspen. To see mitigation actions that are in develop, or scheduled to be, please review the 2017 Climate Action Plan that is attached in this section.Note: specific emissions savings from the actions listed are difficult to quantify. Please see the 2017 Climate Action Plan for a description of savings based on magnitude. | 07/16/2021 01:47:15 | ||
| 1022793 | Cities 2020 | 2020 | 36261 | Comune di Bolzano | Italy | Europe | 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 | Base year emissions (metric tonnes CO2e) | 0 | Question not applicable | 07/16/2021 01:47:15 | |||
| 1022794 | Cities 2020 | 2020 | 849040 | General Pueyrredon | Argentina | 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. | 7 | Please identify which vulnerable populations are affected | 6 | Children & youth | 07/16/2021 01:47:15 | |||
| 1022795 | Cities 2020 | 2020 | 54085 | City of Savannah | United States of America | North America | Energy | 8.5 | Does your city have a target to increase energy efficiency? | 0 | 0 | 07/16/2021 01:47:15 | ||||||
| 1022796 | Cities 2020 | 2020 | 35853 | City of Baltimore | United States of America | North America | Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0a | Please select the primary process or methodology used to undertake the risk and vulnerability assessment of your city. | 1 | Primary methodology | 1 | Risk assessment methodology | US Federal Emergency Management Agency (FEMA) Hazard Identification and Risk Assessment | 07/16/2021 01:47:15 | ||
| 1022797 | Cities 2020 | 2020 | 70005 | Tauragė | Lithuania | 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. | 10 | Future expected magnitude of hazard | 1 | Medium | 07/16/2021 01:47:15 | |||
| 1022798 | Cities 2020 | 2020 | 36044 | Seferihisar Municipality | Turkey | Europe | City-wide Emissions | City-wide GHG Emissions Data | 4.6b | Please provide a summary of emissions by sector and scope as defined in the Global Protocol for Community Greenhouse Gas Emissions Inventories (GPC) in the table below. | 2 | Where data is not available, please explain why | 9 | Waste: waste generated within the city boundary – Scope 3 (III.X.2) | Question not applicable | 07/16/2021 01:47:15 | ||
| 1022799 | Cities 2020 | 2020 | 70261 | Alcaldia de Floridablanca | Colombia | Latin America | 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. | 4 | Emissions (metric tonnes CO2e) | 0 | Question not applicable | 07/16/2021 01:47:15 | |||
| 1022800 | Cities 2020 | 2020 | 59707 | Town of Princeton, NJ | 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. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 25 | Total AFOLU | Question not applicable | 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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