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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1045051 | Cities 2020 | 2020 | 69995 | Kemi | Finland | Europe | Transport | 10.4 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 4 | Number of freight vehicles | 1 | Total fleet size | 07/16/2021 01:47:15 | ||||
| 1045052 | Cities 2020 | 2020 | 54298 | Dalian Municipal People's Government | China | East Asia | 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. | 11 | Does this target align with the global 1.5 - 2 °C pathway set out in the Paris agreement? | 0 | Question not applicable | 07/16/2021 01:47:15 | |||
| 1045053 | Cities 2020 | 2020 | 54646 | Prefeitura de Duque de Caxias | 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. | 1 | Direct emissions (metric tonnes CO2e) | 15 | Waste > Biological treatment | Question not applicable | 07/16/2021 01:47:15 | ||
| 1045054 | Cities 2020 | 2020 | 50550 | City of Buffalo | 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) | 16 | Waste > Incineration and open burning | Question not applicable | 07/16/2021 01:47:15 | ||
| 1045055 | Cities 2020 | 2020 | 826209 | Aipromades Lago de Chapala | 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. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 30 | Total Generation of grid-supplied energy | 07/16/2021 01:47:15 | |||
| 1045056 | Cities 2020 | 2020 | 31184 | Prefeitura de São Paulo | Brazil | Latin America | Governance and Data Management | Governance | 1.0a | Please detail which goals and targets are incorporated in your city’s master plan and describe how these goals are addressed in the table below. | 2 | How are these goals/targets addressed in the city master plan? | 2 | Parcerias e oficinas técnicas para subsidiar o desenvolvimento do Plano de Drenagem e Manejo das Águas Pluviais e a criação de uma instância municipal de regulação, articulação e monitoramento da drenagem urbana, ambas ações do Programa de Metas. Campanhas preventivas pela Secretaria da Saúde para prevenir vetores como dengue, febre amarela, chikungunya e outros, além do Programa Vigiar para estudos e ações de combate à poluição do ar e doenças relacionadas as mudanças do clima. Participação de São Paulo na Câmara Temática Metropolitana de Gestão de Riscos com propostas para a redução e prevenção dos desastres. Elaboração do Plano de Ação Climática da Cidade com previsão de ações de inclusão social e adaptação previsto para conclusão em 2020. Plantio de 200 mil árvores previsto no Plano de metas, até 2020. Plano Mestas: Meta Relacionada: 25 mil Unidades Habitacionais entregues para atendimento via aquisição ou via locação social.210 mil famílias beneficiadas por procedimentos de regularização fundiária. 27.500 famílias beneficiadas com Urbanização Integrada em Assentamentos Precários. Reduzir em 15% (3,4 km²) as áreasinundáveis da cidade. Implantar um novo padrão de uso racional da água e eficiência energética em 100% dos novos projetos de edificações. Melhorar as condições de acessibilidade em 200 equipamentos públicos existentes.Meta Relacionada: Melhorar a classificação de São Paulo no Mapa de Insegurança Alimentar de Média para Baixa. | 07/16/2021 01:47:15 | |||
| 1045057 | Cities 2020 | 2020 | 839672 | Municipalidad Distrital de La Molina | Peru | Latin America | Transport | 10.4 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 5 | Number of taxis | 3 | Hybrid | 07/16/2021 01:47:15 | ||||
| 1045058 | Cities 2020 | 2020 | 31154 | Bogotá Distrito Capital | Colombia | Latin America | 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 | 8 | 2030 | 07/16/2021 01:47:15 | |||
| 1045059 | Cities 2020 | 2020 | 36254 | Comune di Venezia | Italy | 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. | 15 | Total cost provided by the majority funding source (currency) | 31 | 18000000 | 07/16/2021 01:47:15 | |||
| 1045060 | Cities 2020 | 2020 | 60267 | Prefeitura de Guarujá | Brazil | Latin America | 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 | 5 | Electronics | Question not applicable | 07/16/2021 01:47:15 | ||
| 1045061 | Cities 2020 | 2020 | 35897 | Municipality of Campinas | Brazil | Latin America | 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. | 4 | Base year | 0 | Question not applicable | 07/16/2021 01:47:15 | |||
| 1045062 | Cities 2020 | 2020 | 35860 | City of Dallas | United States of America | North America | City-wide Emissions | City-wide GHG Emissions Data | 4.8 | Please indicate if your city-wide emissions have increased, decreased, or stayed the same since your last emissions inventory, and describe why. | 2 | Primary reason for change | 1 | Please explain | Other, please specify: Decreased emissions from electricity generation. Also lower emissions from transportation | 07/16/2021 01:47:15 | ||
| 1045063 | Cities 2020 | 2020 | 59572 | District of Saanich, BC | Canada | North America | 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. | 3 | Estimated magnitude of potential impact | 8 | 07/16/2021 01:47:15 | ||||
| 1045064 | Cities 2020 | 2020 | 58591 | City of Greenbelt, MD | United States of America | 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. | 10 | Comment | 0 | 07/16/2021 01:47:15 | ||||
| 1045065 | Cities 2020 | 2020 | 848927 | Ville de Maroua | Cameroon | 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. | 1 | Direct emissions (metric tonnes CO2e) | 12 | Transportation > Off-road | Question not applicable | 07/16/2021 01:47:15 | ||
| 1045066 | Cities 2020 | 2020 | 60117 | Winchester City Council | United Kingdom of Great Britain and Northern Ireland | Europe | Energy | 8.1 | Please indicate the source mix of electricity consumed in your city. | 1 | Coal | 1 | Electricity source | 07/16/2021 01:47:15 | ||||
| 1045067 | Cities 2020 | 2020 | 70005 | Tauragė | Lithuania | 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 | 12 | Transportation > Off-road | Question not applicable | 07/16/2021 01:47:15 | ||
| 1045068 | Cities 2020 | 2020 | 53254 | City of Hobart | Australia | 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. | 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 | |||
| 1045069 | Cities 2020 | 2020 | 54048 | City of Knoxville | United States of America | North America | Transport | 10.6 | How many buses has your city procured in the last year? | 2 | Comment | 8 | CNG | Question not applicable | 07/16/2021 01:47:15 | |||
| 1045070 | Cities 2020 | 2020 | 54395 | Taoyuan City Government | Taiwan, Greater China | East Asia | 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 | Awareness raising program or campaign | 07/16/2021 01:47:15 | |||
| 1045071 | 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. | 20 | Aim of the engagement activities | 17 | Question not applicable | 07/16/2021 01:47:15 | |||
| 1045072 | Cities 2020 | 2020 | 50571 | City of Victoria | Canada | North America | Opportunities | Opportunities | 6.0 | Please indicate the opportunities your city has identified as a result of addressing climate change and describe how the city is positioning itself to take advantage of these opportunities. | 2 | Describe how the city is maximizing this opportunity | 2 | The City is investing in an all ages and abilities network, encouraging active transportation modes in the city. Encouraging citizens to use active transportation provides health benefits, improves air quality and reduces GHGs. | 07/16/2021 01:47:15 | |||
| 1045073 | Cities 2020 | 2020 | 62791 | City of Botosani | Romania | 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. | 8 | Action description and implementation progress | 3 | 07/16/2021 01:47:15 | ||||
| 1045074 | Cities 2020 | 2020 | 840936 | Prefeitura de Guanhães | Brazil | Latin America | 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 | ||
| 1045075 | Cities 2020 | 2020 | 54078 | City of Hayward | 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. | 6 | Energy savings (MWh) | 16 | 07/16/2021 01:47:15 | ||||
| 1045076 | Cities 2020 | 2020 | 54637 | Alcaldía de Cuenca | Ecuador | 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. | 7 | Renewable energy production (MWh) | 1 | 2 | 07/16/2021 01:47:15 | |||
| 1045077 | Cities 2020 | 2020 | 74418 | Town of Breckenridge, CO | United States of America | North America | Food | 12.1 | What is the per capita meat and dairy consumption (kg/yr) in your city? | 3 | Comment | 2 | Dairy consumption per capita (kg/year) | The Town of Breckenridge is not directly involved in any food or meal programs for our community, nor do we possess any food-related data. | 07/16/2021 01:47:15 | |||
| 1045078 | Cities 2020 | 2020 | 839980 | Municipalidad de Avellaneda | Argentina | 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 | 17 | 07/16/2021 01:47:15 | ||||
| 1045079 | Cities 2020 | 2020 | 834278 | Municipality of Resistencia | Argentina | Latin America | Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 13 | Total cost provided by the majority funding source (currency) | 11 | 2259188.6 | 07/16/2021 01:47:15 | |||
| 1045080 | Cities 2020 | 2020 | 35859 | City of Cleveland | United States of America | North America | 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. | 5 | Areas covered by action plan | 1 | Transport (Mobility) | 07/16/2021 01:47:15 | |||
| 1045081 | Cities 2020 | 2020 | 59678 | City of Evanston, IL | 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) | 5 | Stationary energy > Agriculture | 07/16/2021 01:47:15 | |||
| 1045082 | Cities 2020 | 2020 | 63862 | City of Ashland, OR | United States of America | North America | 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 | 2 | Improved public health | 07/16/2021 01:47:15 | |||
| 1045083 | Cities 2020 | 2020 | 59644 | City of Culver City, CA | United States of America | North America | Opportunities | Finance and Economic Opportunities | 6.12 | Does your city have its own credit rating? | 4 | If you do not have a credit rating, please provide more details on why and what steps you are taking to get one | 1 | International | Question not applicable | 07/16/2021 01:47:15 | ||
| 1045084 | Cities 2020 | 2020 | 50386 | Prefeitura de Cuiabá | 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. | 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 | ||
| 1045085 | Cities 2020 | 2020 | 31171 | Ayuntamiento de Madrid | Spain | 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. | 4 | If you have no indirect emissions to report, please select a notation key to explain why | 14 | Waste > Solid waste disposal | Question not applicable | 07/16/2021 01:47:15 | ||
| 1045086 | Cities 2020 | 2020 | 848981 | City of Ormoc | Philippines | 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. | 7 | If the city boundary is different from the plan boundary, please explain why | 1 | 07/16/2021 01:47:15 | ||||
| 1045087 | Cities 2020 | 2020 | 839967 | Malargue | Argentina | Latin America | Energy | 8.0a | Please provide details of your renewable energy or electricity target(s) and how the city plans to meet those targets. | 2 | Type | 0 | Question not applicable | 07/16/2021 01:47:15 | ||||
| 1045088 | Cities 2020 | 2020 | 55373 | Prefeitura Municipal de Cabreúva | Brazil | Latin America | Water Security | Water Supply | 14.2b | Please explain why you do not consider your city to be exposed to any substantive water-related risk. | 1 | Reason | 1 | Please explain | Question not applicable | 07/16/2021 01:47:15 | ||
| 1045089 | Cities 2020 | 2020 | 54641 | Prefeitura de Limeira | Brazil | Latin America | Local Government Emissions | Local Government Emissions Verification | 7.9b | Please explain why your local government operations inventory is not verified and describe any future plans for verification. | 1 | Reason | 1 | Please explain | Question not applicable | 07/16/2021 01:47:15 | ||
| 1045090 | Cities 2020 | 2020 | 50555 | City of Hamilton | Canada | North America | Opportunities | Collaboration | 6.4 | Describe how your local/regional government collaborates and coordinates vertically (higher levels of government) on climate action. | 0 | 0 | Question not applicable | 07/16/2021 01:47:15 | ||||
| 1045091 | Cities 2020 | 2020 | 58865 | Jammerbugt Kommune | Denmark | Europe | Waste | 13.3 | What is the amount of your city’s total solid waste collected for each of the following sectors (tonnes/year)? | 1 | Amount of solid waste generated (tonnes/year) | 2 | Residential | Question not applicable | 07/16/2021 01:47:15 | |||
| 1045092 | Cities 2020 | 2020 | 832000 | Municipalidad de Desamparados | Costa Rica | 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. | 1 | Mitigation action | 6 | Mass Transit > Smart public transport | 07/16/2021 01:47:15 | |||
| 1045093 | Cities 2020 | 2020 | 59653 | City of Manhattan Beach, CA | 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. | 19 | Name of the engagement activities | 1 | 07/16/2021 01:47:15 | ||||
| 1045094 | Cities 2020 | 2020 | 54088 | City of Peterborough | Canada | 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 | 27 | Generation of grid-supplied energy > CHP generation | Question not applicable | 07/16/2021 01:47:15 | ||
| 1045095 | Cities 2020 | 2020 | 847263 | Almafuerte | Argentina | Latin America | Energy | 8.0b | Please explain why you do not have a renewable energy or electricity target and any plans to introduce one in the future. | 1 | Reason | 1 | Please explain | Question not applicable | 07/16/2021 01:47:15 | |||
| 1045096 | Cities 2020 | 2020 | 74643 | Dijon métropole | France | 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. | 8 | Action description and implementation progress | 9 | L'objectif d'une trame verte et bleue (TVB) est de construire un réseau vert fin dans un contexte urbain et suburbain aussi continuellement que possible, afin d'encourager la migration et l'installation d'espèces animales et végétales terrestres et aquatiques. Ce cadre est accessible par des modes de transport doux (sentiers pédestres, pistes et itinéraires cyclables. . . ) et les aménagements urbains environnants sont durables (éco-quartiers, parc d'éco-entreprises). Dijon a mené un travail de définition de la Trame Verte et Bleue sur le territoire, déclinant à l’échelle locale le Schéma Régional de Cohérence Écologique, et se basant sur les différentes sous-trames présentes :• La sous-trame forestière• La sous-trame des pelouses sèches• La sous-trame des prairies• La sous-trame aquatique et humide. | 07/16/2021 01:47:15 | |||
| 1045097 | Cities 2020 | 2020 | 54102 | City of Albany | United States of America | North America | 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. | 7 | If the city boundary is different from the plan boundary, please explain why and any areas/other cities excluded or included | 1 | 07/16/2021 01:47:15 | ||||
| 1045098 | Cities 2020 | 2020 | 35853 | City of Baltimore | United States of America | North America | Buildings | 9.5 | Is your city implementing any retrofit programs addressing existing commercial, residential and/or municipal buildings? | 1 | Response | 1 | Retrofit programs | Question not applicable | 07/16/2021 01:47:15 | |||
| 1045099 | Cities 2020 | 2020 | 43928 | Canberra | Australia | 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. | 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 | 24 | AFOLU > Other AFOLU | Not Estimated | 07/16/2021 01:47:15 | ||
| 1045100 | Cities 2020 | 2020 | 54491 | Municipality of Málaga | Spain | Europe | Transport | 10.5 | Provide information on GHG emissions from the transport sector. | 2 | Inventory year (numerical year) | 1 | Passenger Transport: Private cars | 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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