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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1011901 | Cities 2020 | 2020 | 36286 | Comune di Ferrara | 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. | 13 | Total cost provided by the local government | 10 | 07/16/2021 01:47:15 | ||||
| 1011902 | Cities 2020 | 2020 | 31111 | Tokyo Metropolitan Government | Japan | East Asia | 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. | 2 | Fuel | 1 | Question not applicable | 07/16/2021 01:47:15 | |||
| 1011903 | Cities 2020 | 2020 | 43975 | Municipalidad de Magdalena del Mar | Peru | 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 | |||
| 1011904 | Cities 2020 | 2020 | 31108 | City of Houston | United States of America | North America | 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 | 28 | Implementation | 07/16/2021 01:47:15 | |||
| 1011905 | Cities 2020 | 2020 | 35893 | City of Dar es Salaam | United Republic of Tanzania | Africa | 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. | 7 | Sectors/areas adaptation action applies to | 1 | Social Services | 07/16/2021 01:47:15 | |||
| 1011906 | Cities 2020 | 2020 | 54098 | City of Thunder Bay | Canada | 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 | |||
| 1011907 | Cities 2020 | 2020 | 60409 | Municipalidad Provincial de Callao | 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. | 1 | Direct emissions (metric tonnes CO2e) | 18 | Total Waste | Question not applicable | 07/16/2021 01:47:15 | ||
| 1011908 | Cities 2020 | 2020 | 59958 | Tweed Shire Council | Australia | Southeast Asia and Oceania | 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. | 9 | Percentage reduction target in emissions intensity | 0 | Question not applicable | 07/16/2021 01:47:15 | |||
| 1011909 | Cities 2020 | 2020 | 60264 | Prefeitura de Botucatu | Brazil | Latin America | 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. | 6 | Updated methodology | 0 | Question not applicable | 07/16/2021 01:47:15 | |||
| 1011910 | Cities 2020 | 2020 | 35874 | City of Phoenix | 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) | 15 | Waste > Biological treatment | 07/16/2021 01:47:15 | |||
| 1011911 | Cities 2020 | 2020 | 58530 | City of Northampton, MA | 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 | ||||
| 1011912 | Cities 2020 | 2020 | 54348 | The Local Government of Quezon City | Philippines | Southeast Asia and Oceania | Climate Hazards and Vulnerability | Climate Hazards | 2.3a | Please report on how climate change impacts health outcomes and health services in your city. | 6 | Please identify which vulnerable populations are affected by these climate-related impacts | 1 | Women | 07/16/2021 01:47:15 | |||
| 1011913 | Cities 2020 | 2020 | 847242 | Oberá | 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. | 1 | Direct emissions (metric tonnes CO2e) | 21 | Total IPPU | 0 | 07/16/2021 01:47:15 | ||
| 1011914 | Cities 2020 | 2020 | 19233 | Município de Torres Vedras | Portugal | Europe | Emissions Reduction | Mitigation Target setting | 5.0b | Please provide details of your total fixed level target(s). | 2 | Where sources differ from the inventory, identify and explain these additions / exclusions | 0 | Question not applicable | 07/16/2021 01:47:15 | |||
| 1011915 | Cities 2020 | 2020 | 840924 | Prefeitura de Alexânia | 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. | 9 | Publicly available? | 3 | PM10 (1 year (annual) mean) | Question not applicable | 07/16/2021 01:47:15 | |||
| 1011916 | Cities 2020 | 2020 | 49327 | City of Providence | 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. | 14 | Web link | 4 | https://www.nae.usace.army.mil/Portals/74/docs/Topics/FoxPointHurricaneBarrier/Draft-Final-EA-20150814.pdf | 07/16/2021 01:47:15 | |||
| 1011917 | Cities 2020 | 2020 | 69848 | Municipio de Loja | 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. | 1 | Mitigation action | 3 | Private Transport > Awareness and education for non-motorized transport | La estimación de reducción de emisiones es acumulada a 2040 | 07/16/2021 01:47:15 | ||
| 1011918 | Cities 2020 | 2020 | 73645 | KwaDukuza | South Africa | Africa | 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 | 2 | Water | 07/16/2021 01:47:15 | |||
| 1011919 | Cities 2020 | 2020 | 50392 | Prefeitura de Vitória | 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. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 16 | Waste > Incineration and open burning | 07/16/2021 01:47:15 | |||
| 1011920 | Cities 2020 | 2020 | 63999 | City of Miami Beach, FL | 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) | 15 | Waste > Biological treatment | 07/16/2021 01:47:15 | |||
| 1011921 | Cities 2020 | 2020 | 59657 | City of Beaverton, OR | United States of America | North America | 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) | 4 | Residential | Question not applicable | 07/16/2021 01:47:15 | |||
| 1011922 | Cities 2020 | 2020 | 36477 | Comune di Lucca | Italy | Europe | 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. | 3 | Boundary of target relative to city boundary (reported in 0.1) | 0 | Question not applicable | 07/16/2021 01:47:15 | |||
| 1011923 | Cities 2020 | 2020 | 58543 | Byron Shire Council | 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. | 1 | Direct emissions (metric tonnes CO2e) | 2 | Stationary energy > Commercial buildings & facilities | 07/16/2021 01:47:15 | |||
| 1011924 | Cities 2020 | 2020 | 60388 | Municipalidad Provincial de Chiclayo | Peru | 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 | |||
| 1011925 | Cities 2020 | 2020 | 43909 | City of Orlando | 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. | 4 | If you have no indirect emissions to report, please select a notation key to explain why | 12 | Transportation > Off-road | Not Estimated | 07/16/2021 01:47:15 | ||
| 1011926 | Cities 2020 | 2020 | 839967 | Malargue | 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. | 1 | Climate hazards | 9 | Extreme Precipitation > Heavy snow | 07/16/2021 01:47:15 | |||
| 1011927 | 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) | 12 | Transportation > Off-road | 125240 | 07/16/2021 01:47:15 | ||
| 1011928 | Cities 2020 | 2020 | 832078 | Município de Mafra | Portugal | 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 | 4 | Clothing and textiles | Question not applicable | 07/16/2021 01:47:15 | ||
| 1011929 | Cities 2020 | 2020 | 840926 | Prefeitura de Serra Talhada | 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. | 9 | Future change in intensity | 2 | Increasing | 07/16/2021 01:47:15 | |||
| 1011930 | Cities 2020 | 2020 | 834083 | City of Eau Claire, WI | 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. | 4 | Please describe how the factor supports or challenges the adaptive capacity of your city | 1 | Upgrading public infrastructure increases cost to tax payers. | 07/16/2021 01:47:15 | |||
| 1011931 | Cities 2020 | 2020 | 60117 | Winchester City Council | United Kingdom of Great Britain and Northern Ireland | Europe | 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 | 5 | Sanitary landfill with leachate capture and landfill gas management system | Question not applicable | 07/16/2021 01:47:15 | |||
| 1011932 | Cities 2020 | 2020 | 834301 | Municipality of San Antonio de Areco | 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 | 20 | IPPU > Product use | Not Occurring | 07/16/2021 01:47:15 | ||
| 1011933 | Cities 2020 | 2020 | 59165 | Gladsaxe Kommune | Denmark | Europe | 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 | 22 | 07/16/2021 01:47:15 | ||||
| 1011934 | Cities 2020 | 2020 | 31182 | City of San Francisco | United States of America | North America | 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'. | 7 | Project description and attach project proposal | 14 | Electric Shuttle Buses and Electric Vehicle Charger Installation at SFO Airport. Procurement of 6 electric buses and 3 electric charging stations as well as installation costs. These buses will replace the aging/expired compressed natural gas (CNG) buses. These buses are used for employee and passenger transport from the terminals to long-term parking. | 07/16/2021 01:47:15 | |||
| 1011935 | Cities 2020 | 2020 | 58391 | Maribyrnong City Council | Australia | 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. | 1 | Publication title and attach the document | 0 | Question not applicable | 07/16/2021 01:47:15 | |||
| 1011936 | Cities 2020 | 2020 | 834373 | Town of York, ME | 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 | |||
| 1011937 | Cities 2020 | 2020 | 62868 | Eskişehir Metropolitan Municipality | Turkey | Europe | Opportunities | Climate Action Planning | 6.15 | How many people within your city are employed in green jobs/industries? | 3 | If you analyse demographic variables, please indicate which variables from the list below | 1 | Green jobs/industries | Question not applicable | 07/16/2021 01:47:15 | ||
| 1011938 | Cities 2020 | 2020 | 55373 | Prefeitura Municipal de Cabreúva | Brazil | Latin 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? | 1 | Response | 2 | Investments held by the city retirement funds, e.g. by making a commitment to divest from fossil fuels and/or increase sustainable investments? | Question not applicable | 07/16/2021 01:47:15 | ||
| 1011939 | Cities 2020 | 2020 | 31117 | City of Toronto | 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 | 25 | Total AFOLU | Not Estimated | 07/16/2021 01:47:15 | ||
| 1011940 | Cities 2020 | 2020 | 16581 | City of Seattle | 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. | 2 | Number of buses | 5 | Hydrogen | 07/16/2021 01:47:15 | ||||
| 1011941 | Cities 2020 | 2020 | 60408 | Municipalidad de Talca | Chile | 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 | 18 | Total Waste | Question not applicable | 07/16/2021 01:47:15 | ||
| 1011942 | Cities 2020 | 2020 | 58595 | Municipalidad de Belén | 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. | 1 | Applicable sub-sector | 26 | CRF - Stationary energy > Industrial buildings & facilities | 07/16/2021 01:47:15 | |||
| 1011943 | Cities 2020 | 2020 | 73695 | Uranga | Argentina | Latin America | Food | 12.4 | How does your city increase access to sustainable foods? | 2 | Please provide details and/or links to more information about the actions your city is taking to increase access to sustainable foods | 2 | Do you tax/ban higher carbon foods (meat, dairy, ultra-processed)? | Question not applicable | 07/16/2021 01:47:15 | |||
| 1011944 | 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. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 2 | Stationary energy > Commercial buildings & facilities | 3739398 | 07/16/2021 01:47:15 | ||
| 1011945 | Cities 2020 | 2020 | 53921 | City of Tempe, AZ | 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. | 6 | Most relevant assets / services affected overall | 6 | Industrial | 07/16/2021 01:47:15 | |||
| 1011946 | Cities 2020 | 2020 | 54603 | Alcaldia de Pasto | Colombia | 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? | 3 | Gobernabilidad Ambiental: Activos naturales protegidos - Agenda Ambiental - Estrategias orientadas a disminuir la deforestación | 07/16/2021 01:47:15 | |||
| 1011947 | Cities 2020 | 2020 | 848145 | Ciudad Madero | Mexico | 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. | 8 | Emission factor unit (denominator) | 6 | MJ | 07/16/2021 01:47:15 | |||
| 1011948 | Cities 2020 | 2020 | 31149 | City of Athens | Greece | 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) | 5 | Stationary energy > Agriculture | 0 | 07/16/2021 01:47:15 | ||
| 1011949 | Cities 2020 | 2020 | 60433 | City of Hvidovre | Denmark | Europe | 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 | 32 | Other energy related emissions are included in the sector Commercial buildings & facilities. | 07/16/2021 01:47:15 | |||
| 1011950 | Cities 2020 | 2020 | 848981 | City of Ormoc | Philippines | Southeast Asia and Oceania | 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. | 1 | US Community Protocol Sources | 0 | 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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