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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114301 | Cities 2020 | 2020 | 46263 | Amdavad Municipal Corporation (Ahmedabad) | India | South and West Asia | 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) | 6 | Stationary energy > Fugitive emissions | Question not applicable | 07/16/2021 01:47:15 | ||
| 114302 | Cities 2020 | 2020 | 73754 | Panaji | India | South and West Asia | Transport | 10.14 | 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 | 1 | PM2.5 (1 year (annual) mean) | Question not applicable | 07/16/2021 01:47:15 | |||
| 114303 | Cities 2020 | 2020 | 31109 | City of Melbourne | Australia | 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. | 6 | Co-benefit area | 10 | Improved public health | 07/16/2021 01:47:15 | |||
| 114304 | Cities 2020 | 2020 | 60279 | Prefeitura de Campos de Goytacazes | Brazil | Latin America | Waste | 13.6 | Does your city have any of the following initiatives, policies and/or regulations. | 2 | Please provide more details and/or a link to more information about any of the proposed initiatives/policies/regulations | 3 | Mandatory waste segregation | Question not applicable | 07/16/2021 01:47:15 | |||
| 114305 | Cities 2020 | 2020 | 839673 | Municipalidad Distrital de Jesús María | 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. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 31 | Total Emissions (excluding generation of grid-supplied energy) | Question not applicable | 07/16/2021 01:47:15 | ||
| 114306 | Cities 2020 | 2020 | 31446 | Taipei City Government | Taiwan, Greater 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'. | 8 | Total cost of project | 1 | 07/16/2021 01:47:15 | ||||
| 114307 | Cities 2020 | 2020 | 54498 | Ayuntamiento de Murcia | Spain | 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. | 2 | Action title | 1 | Infraestructura para bicicletas: carriles para bicicletas y estacionamiento para bicicletas. | 07/16/2021 01:47:15 | |||
| 114308 | Cities 2020 | 2020 | 36492 | Comune di Parma | Italy | 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 | 14 | TOTAL Scope 2 emissions | Question not applicable | 07/16/2021 01:47:15 | ||
| 114309 | Cities 2020 | 2020 | 35880 | Municipality of Porto Alegre | Brazil | Latin America | City-wide Emissions | City-wide external verification | 4.12b | Please explain why your city-wide emissions inventory is not verified and describe any plans to verify your city-wide emissions in the future. | 2 | Comments | 1 | Please explain | A cidade desconhece a necessidade de verificação de inventários, tendo em vista a contratação de consultorias especializadas no tema para o cálculo das emissões e aplicação das metodologias validadas globalmente. | 07/16/2021 01:47:15 | ||
| 114310 | Cities 2020 | 2020 | 58613 | City of York Council | United Kingdom of Great Britain and Northern Ireland | Europe | Opportunities | Climate Action Planning | 6.14 | How do the city's environment/sustainability and economic development departments work together, for instance, in planning climate actions? | 6 | Other, please specify | 1 | Working togehter | Question not applicable | 07/16/2021 01:47:15 | ||
| 114311 | Cities 2020 | 2020 | 63762 | Metropolitan Washington Council of Governments (COG) | 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) | 2 | Stationary energy > Commercial buildings & facilities | 4128287 | 07/16/2021 01:47:15 | ||
| 114312 | Cities 2020 | 2020 | 31184 | Prefeitura de São Paulo | 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 | 6 | Stationary energy > Fugitive emissions | Question not applicable | 07/16/2021 01:47:15 | ||
| 114313 | Cities 2020 | 2020 | 35883 | City of San José | 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. | 3 | Action title | 2 | Santa Clara Valley Water District Local Hazard Mitigation Plan | 07/16/2021 01:47:15 | |||
| 114314 | Cities 2020 | 2020 | 50377 | Municipio de Querétaro | Mexico | 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. | 6 | Primary author of assessment | 1 | National / central government | 07/16/2021 01:47:15 | |||
| 114315 | Cities 2020 | 2020 | 60114 | City of Gdynia | Poland | Europe | Buildings | 9.4 | What is the total final annual energy use for buildings within your city boundary (aggregated across all fuel types)? (*in USA 'total final energy use' is known as 'site energy use')? | 1 | Total final energy use (kWh/annum) | 1 | Commercial | Question not applicable | 07/16/2021 01:47:15 | |||
| 114316 | Cities 2020 | 2020 | 839980 | Municipalidad de Avellaneda | Argentina | Latin America | Opportunities | Finance and Economic Opportunities | 6.8 | Has your city established a fund to invest in energy efficiency, renewable energy or carbon reduction projects? | 1 | Funds to invest in energy efficiency, renewable energy or carbon reduction projects | 1 | Funds | Question not applicable | 07/16/2021 01:47:15 | ||
| 114317 | Cities 2020 | 2020 | 60029 | City of Cagayan de Oro | Philippines | 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) | 15 | Waste > Biological treatment | 07/16/2021 01:47:15 | |||
| 114318 | Cities 2020 | 2020 | 36032 | Ville de Dakar | Senegal | Africa | Transport | 10.9 | How many public access EV charging points do you have in your city and/or metropolitan area for the following types. | 1 | Number of charging points | 3 | Slow 3kw or below | 07/16/2021 01:47:15 | ||||
| 114319 | Cities 2020 | 2020 | 59642 | City of Dublin, CA | United States of America | North 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. | 4 | Units | 1 | Question not applicable | 07/16/2021 01:47:15 | |||
| 114320 | Cities 2020 | 2020 | 833284 | West Midlands Combined Authority | United Kingdom of Great Britain and Northern Ireland | Europe | Climate Hazards and Vulnerability | Climate Hazards | 2.3a | Please report on how climate change impacts health outcomes and health services in your city. | 4 | Identify the climate-related health issues faced by your city | 3 | Disruption to water, sanitation and wastewater services | 07/16/2021 01:47:15 | |||
| 114321 | Cities 2020 | 2020 | 50541 | City of Greensboro | 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. | 2 | Year of verification | 1 | Please complete | Question not applicable | 07/16/2021 01:47:15 | ||
| 114322 | Cities 2020 | 2020 | 54488 | Trondheim Municipality | Norway | Europe | 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 | 1 | Vegetables | Question not applicable | 07/16/2021 01:47:15 | |||
| 114323 | Cities 2020 | 2020 | 73701 | San Carlos Sud | Argentina | Latin America | Transport | 10.1 | What is the mode share of each transport mode in your city for passenger transport? | 6 | Cycling | 1 | Please complete | Question not applicable | 07/16/2021 01:47:15 | |||
| 114324 | Cities 2020 | 2020 | 49345 | City of Birmingham | United States of America | North America | 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 | 0 | Question not applicable | 07/16/2021 01:47:15 | |||
| 114325 | Cities 2020 | 2020 | 50383 | Prefeitura de Sorocaba | 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. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 12 | Transportation > Off-road | 07/16/2021 01:47:15 | |||
| 114326 | Cities 2020 | 2020 | 841491 | Muar Municipal Council | Malaysia | Southeast Asia and Oceania | 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) | 3 | PM10 (1 year (annual) mean) | Question not applicable | 07/16/2021 01:47:15 | |||
| 114327 | Cities 2020 | 2020 | 54348 | The Local Government of Quezon City | Philippines | Southeast Asia and Oceania | 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 | 4 | Transport | 07/16/2021 01:47:15 | |||
| 114328 | Cities 2020 | 2020 | 834403 | Municipality of San Martín de los Andes | 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. | 1 | Mitigation action | 5 | Buildings > Building performance rating and reporting | 07/16/2021 01:47:15 | |||
| 114329 | Cities 2020 | 2020 | 31169 | Government of Hong Kong Special Administrative Region | China, Hong Kong Special Administrative Region | East Asia | 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) | 49 | 07/16/2021 01:47:15 | ||||
| 114330 | Cities 2020 | 2020 | 35905 | Corporation of Chennai | India | South and West Asia | 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 | 13 | Total Transport | Question not applicable | 07/16/2021 01:47:15 | ||
| 114331 | Cities 2020 | 2020 | 54029 | City of Spokane | United States of America | North America | Transport | 10.4 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 6 | Transport Network Companies (e.g. Uber, Lyft) fleet size | 1 | Total fleet size | 07/16/2021 01:47:15 | ||||
| 114332 | Cities 2020 | 2020 | 834374 | Tagum City | Philippines | Southeast Asia and Oceania | 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. | 5 | Year of target introduction | 7 | 07/16/2021 01:47:15 | ||||
| 114333 | Cities 2020 | 2020 | 840039 | Arequito | 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. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 18 | Total Waste | 1.42 | 07/16/2021 01:47:15 | ||
| 114334 | Cities 2020 | 2020 | 839650 | Ayuntamiento de Uriangato | Mexico | 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. | 9 | Future change in intensity | 1 | Increasing | 07/16/2021 01:47:15 | |||
| 114335 | Cities 2020 | 2020 | 839970 | San Justo (Argentina) | 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. | 12 | Total cost of the project | 31 | 07/16/2021 01:47:15 | ||||
| 114336 | Cities 2020 | 2020 | 69973 | Alcaldia de Barrancabermeja | Colombia | Latin America | Transport | 10.7a | Please provide more details about the zero emissions zone. | 1 | Size (sq. km) | 1 | Please complete | Question not applicable | 07/16/2021 01:47:15 | |||
| 114337 | Cities 2020 | 2020 | 60258 | Prefeitura de Brusque | 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. | 3 | Average concentration for second most recent year available (ug/m3) | 7 | SO2 (Maximum 24-hour average) | Question not applicable | 07/16/2021 01:47:15 | |||
| 114338 | Cities 2020 | 2020 | 50361 | Ayuntamiento de Hermosillo | Mexico | Latin America | Opportunities | Finance and Economic Opportunities | 6.11 | If city staff pensions are managed at the city level, who has responsibility for making investments decisions for the city retirement funds? | 2 | Comment | 1 | City council/elected representatives | Question not applicable | 07/16/2021 01:47:15 | ||
| 114339 | Cities 2020 | 2020 | 36469 | Comune dell'Aquila | Italy | Europe | 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. | 10 | Describe the synergies, trade-offs, and co-benefits of this interaction | 0 | Question not applicable | 07/16/2021 01:47:15 | |||
| 114340 | Cities 2020 | 2020 | 59160 | Ville de Nyon | Switzerland | Europe | City-wide Emissions | Re-stating previous emissions inventories | 4.14a | Please provide your city’s recalculated total city-wide emissions figures for any previous inventories along with Scope 1, 2 and 3 breakdowns where applicable. | 3 | Scope/boundary covered | 0 | Question not applicable | 07/16/2021 01:47:15 | |||
| 114341 | Cities 2020 | 2020 | 35860 | City of Dallas | 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) | 10 | Transportation > Waterborne navigation | Question not applicable | 07/16/2021 01:47:15 | ||
| 114342 | Cities 2020 | 2020 | 59653 | City of Manhattan Beach, CA | United States of America | North America | 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. | 1 | Emissions (metric tonnes CO2e) | 1 | Stationary Energy: energy use – Scope 1 (I.X.1) | Question not applicable | 07/16/2021 01:47:15 | ||
| 114343 | Cities 2020 | 2020 | 37241 | City of Berkeley | United States of America | North America | Climate Hazards and Vulnerability | Climate Hazards | 2.2 | Please identify and describe the factors that most greatly affect your city’s ability to adapt to climate change and indicate how those factors either support or challenge this ability. | 2 | Indicate if this factor either supports or challenges the ability to adapt | 9 | Challenges | 07/16/2021 01:47:15 | |||
| 114344 | Cities 2020 | 2020 | 58597 | Municipalidad de La Unión | Costa Rica | 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. | 12 | Please describe the impacts experienced so far, and how you expect the hazard to impact in the future | 4 | Al alterarse el clima y con ello la producción podría darse una reconfiguración en los cultivos y de esta forma en la intensidad con que se utilicen los suelos. El cambio climático ya está dando muestras de efectos adversos sobre el sector agropecuario costarricense, los cuales a futuro podrían intensificarse en caso de que las condiciones de producción no se mejoren. Estudios recientes han valorado posibles efectos del cambio climático sobre la producción de maíz, fríjol y café. Los resultados sugieren que es posible que para los tres cultivos ya se haya rebasado la temperatura que permite lograr los mayores rendimientos, por lo que es probable que ya se estén teniendo pérdidas de producción; además, incrementos futuros en la temperatura podrían generar mayores pérdidas. El análisis realizado sobre la producción agropecuaria (agrícola y pecuaria) y los cultivos en su conjunto de forma global sugiere que es probable que se haya rebasado la temperatura que permite en los tres casos alcanzar los mayores márgenes de producción. De igual forma los niveles de precipitación observados en los últimos años son inferiores a los que permiten lograr la mayor producción. Así, el cambio climático ya puede estar teniendo efectos adversos sobre toda la producción agropecuaria. | 07/16/2021 01:47:15 | |||
| 114345 | Cities 2020 | 2020 | 31117 | City of Toronto | Canada | North America | Energy | 8.0a | Please provide details of your renewable energy or electricity target(s) and how the city plans to meet those targets. | 11 | Please specify plans to meet the target(s) and in which sector this target will be implemented (i.e. All energy sectors, electricity, heating and cooling and/or transport) | 3 | Total gigajoules of energy generated and utilized:2016 Base year: 0.6 million gigajoules 2019: 0.9 million gigajoules | 07/16/2021 01:47:15 | ||||
| 114346 | Cities 2020 | 2020 | 73694 | Chacabuco | 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. | 1 | Climate Hazards | 4 | 07/16/2021 01:47:15 | ||||
| 114347 | Cities 2020 | 2020 | 848407 | Junta Intermunicipal de Medio Ambiente del Ayuquila Alto | Mexico | Latin America | Waste | 13.4 | What is the amount of solid waste being treated (tonnes/year) through the methods listed. | 1 | Tonnes/year | 2 | Recycling | Question not applicable | 07/16/2021 01:47:15 | |||
| 114348 | 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. | 2 | Number of charging points in your metropolitan area | 3 | Slow 3kw or below | Question not applicable | 07/16/2021 01:47:15 | |||
| 114349 | Cities 2020 | 2020 | 54070 | City of Eugene | United States of America | North 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 | 1 | IPCC | 07/16/2021 01:47:15 | |||
| 114350 | Cities 2020 | 2020 | 54092 | City of Ann Arbor | United States of America | North America | Transport | 10.4 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 7 | Customer-drive carshares (e.g. Car2Go, Drivenow) fleet size | 2 | Electric | 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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