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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1042051 | Cities 2020 | 2020 | 849122 | Puerto Madryn | Argentina | Latin 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) | 13 | TOTAL Scope 1 (Territorial) emissions | Question not applicable | 07/16/2021 01:47:15 | ||
| 1042052 | Cities 2020 | 2020 | 848135 | San Pedro de la Paz | Chile | Latin America | Urban Planning | 11.1 | Report the total population living within 500m of a mass transit station, with mass transit defined as any Bus Rapid Transit (BRT), light rail, other rail-based transit modes or frequent bus services (average of five times an hour from 7 a.m. to 9 p.m. on a weekday). | 1 | Population | 1 | Total population living within 500m of a mass transit station | Question not applicable | 07/16/2021 01:47:15 | |||
| 1042053 | Cities 2020 | 2020 | 834139 | Gangdong-gu Municipal Government | Republic of Korea | 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. | 7 | Sectors/areas adaptation action applies to | 1 | Building and Infrastructure | 07/16/2021 01:47:15 | |||
| 1042054 | Cities 2020 | 2020 | 54110 | City of Santa Monica | 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. | 8 | Who owns the data? | 6 | O3 (Daily maximum 8 hour mean) | Question not applicable | 07/16/2021 01:47:15 | |||
| 1042055 | Cities 2020 | 2020 | 840936 | Prefeitura de Guanhães | Brazil | Latin America | Energy | 8.4 | How much (in MW capacity) renewable energy is installed within the city boundary in the following categories? | 1 | MW capacity | 4 | Hydro power | 07/16/2021 01:47:15 | ||||
| 1042056 | Cities 2020 | 2020 | 14874 | City of Portland, OR | 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 | Water Supply & Sanitation | 07/16/2021 01:47:15 | |||
| 1042057 | Cities 2020 | 2020 | 50368 | Municipalidad de Provincial de Arequipa | 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. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 20 | IPPU > Product use | Question not applicable | 07/16/2021 01:47:15 | ||
| 1042058 | Cities 2020 | 2020 | 50383 | Prefeitura de Sorocaba | Brazil | 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 | 4 | Do you incentivise fresh fruit/vegetables vendor locations? | Question not applicable | 07/16/2021 01:47:15 | |||
| 1042059 | Cities 2020 | 2020 | 31176 | Prefeitura do Rio de Janeiro | Brazil | Latin America | City-wide Emissions | City-wide GHG Emissions Data | 4.6d | Where it will facilitate a greater understanding of your city-wide emissions, please provide a breakdown of these emissions by IPCC sector in the table below. | 2 | Sector | 0 | Question not applicable | 07/16/2021 01:47:15 | |||
| 1042060 | Cities 2020 | 2020 | 834374 | Tagum City | Philippines | 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. | 8 | Action description and implementation progress | 15 | To complete Tagum City's Master Drainage Plan to address drainage system deficiencies which are contributing to various surface flooding in the City | 07/16/2021 01:47:15 | |||
| 1042061 | Cities 2020 | 2020 | 74546 | City of Milwaukie, OR | United States of America | North America | Waste | 13.0 | What is the annual solid waste generation in your city? | 3 | Please describe the methodology used to calculate the annual solid waste generation in your city | 1 | Please complete | 07/16/2021 01:47:15 | ||||
| 1042062 | Cities 2020 | 2020 | 59644 | City of Culver City, CA | 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 | 4 | Clean Power Alliance | 07/16/2021 01:47:15 | |||
| 1042063 | Cities 2020 | 2020 | 54349 | Balikpapan City Government | Indonesia | Southeast Asia and Oceania | Energy | 8.0a | Please provide details of your renewable energy or electricity target(s) and how the city plans to meet those targets. | 9 | Percentage renewable energy / electricity of total energy or electricity in target year | 1 | Question not applicable | 07/16/2021 01:47:15 | ||||
| 1042064 | Cities 2020 | 2020 | 43905 | City of San Antonio | United States of America | North America | 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. | 1 | Sector | 0 | Question not applicable | 07/16/2021 01:47:15 | |||
| 1042065 | Cities 2020 | 2020 | 43926 | City of Mannheim | Germany | Europe | Governance and Data Management | Data Management | 1.7 | Please describe your city’s climate data management plan including data collection, storing, quality assurance/checking (QA/QC) and updating of the plan, and attach reference document. | 0 | 0 | Question not applicable | 07/16/2021 01:47:15 | ||||
| 1042066 | Cities 2020 | 2020 | 36492 | Comune di Parma | Italy | 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. | 1 | Direct emissions (metric tonnes CO2e) | 2 | Stationary energy > Commercial buildings & facilities | 190448 | 07/16/2021 01:47:15 | ||
| 1042067 | Cities 2020 | 2020 | 74671 | Kadıköy | Turkey | Europe | Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 7 | Please identify which vulnerable populations are affected | 5 | Elderly | 07/16/2021 01:47:15 | |||
| 1042068 | Cities 2020 | 2020 | 54341 | Toyama City | Japan | 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. | 4 | Emission factor source | 82 | 環境省「事業者からの温室効果ガス排出量算定方法ガイドライン」平成15年7月 | 07/16/2021 01:47:15 | |||
| 1042069 | Cities 2020 | 2020 | 50394 | Prefeitura Municipal de João Pessoa | 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. | 4 | Current magnitude of hazard | 1 | Medium High | 07/16/2021 01:47:15 | |||
| 1042070 | Cities 2020 | 2020 | 31157 | City of Delhi | 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. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 16 | Waste > Incineration and open burning | Question not applicable | 07/16/2021 01:47:15 | ||
| 1042071 | Cities 2020 | 2020 | 49360 | City of Tshwane | South Africa | Africa | Buildings | 9.1 | Does your city have emissions reduction targets or energy efficiency targets for the following building types? | 4 | Please provide more details and/or link to more information about the energy efficiency target. | 5 | All building types | 07/16/2021 01:47:15 | ||||
| 1042072 | Cities 2020 | 2020 | 834373 | Town of York, ME | 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) | 24 | AFOLU > Other AFOLU | 07/16/2021 01:47:15 | |||
| 1042073 | Cities 2020 | 2020 | 74695 | Sandnes kommune | Norway | Europe | City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 4 | Stationary energy > Industrial buildings & facilities | Question not applicable | 07/16/2021 01:47:15 | ||
| 1042074 | Cities 2020 | 2020 | 849121 | Junín | Argentina | 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 | 1 | Municipal investments, e.g. by divesting from fossil fuels | Question not applicable | 07/16/2021 01:47:15 | ||
| 1042075 | Cities 2020 | 2020 | 54498 | Ayuntamiento de Murcia | Spain | 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 | 7 | 07/16/2021 01:47:15 | ||||
| 1042076 | Cities 2020 | 2020 | 840926 | Prefeitura de Serra Talhada | Brazil | 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 | ||||
| 1042077 | Cities 2020 | 2020 | 3429 | City of Stockholm | Sweden | 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. | 12 | Please describe the impacts experienced so far, and how you expect the hazard to impact in the future | 3 | Report on how rising sea levels might affect the lake Mälaren that is the fresh water reserve for 2 million people:http://miljobarometern.stockholm.se/content/docs/tema/klimat/Malaren/Lst-Malaren-och-Saltsjons-framtid-rapport-2013.pdf | 07/16/2021 01:47:15 | |||
| 1042078 | Cities 2020 | 2020 | 842160 | Balikesir Metropolitan Municipality | Turkey | Europe | Waste | 13.6 | Does your city have any of the following initiatives, policies and/or regulations. | 1 | Response | 2 | Volume based waste collection fees/incentives | Question not applicable | 07/16/2021 01:47:15 | |||
| 1042079 | Cities 2020 | 2020 | 56276 | New Taipei 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. | 7 | Sectors/areas adaptation action applies to | 1 | Spatial Planning | 07/16/2021 01:47:15 | |||
| 1042080 | Cities 2020 | 2020 | 54620 | Gobierno Municipal de la Ciudad de Paraná | 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. | 2 | Action title | 17 | Implementación de programa de integración tarifaria Red SUBE | 07/16/2021 01:47:15 | |||
| 1042081 | Cities 2020 | 2020 | 54360 | Shah Alam City Council | Malaysia | Southeast Asia and Oceania | 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 | 7 | 07/16/2021 01:47:15 | ||||
| 1042082 | Cities 2020 | 2020 | 74594 | City of Boynton Beach | 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. | 1 | Number of private cars | 2 | Electric | 07/16/2021 01:47:15 | ||||
| 1042083 | Cities 2020 | 2020 | 44185 | Suwon City | Republic of Korea | East Asia | 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. | 6 | Base year emissions (metric tonnes CO2e) | 1 | 5828021 | 07/16/2021 01:47:15 | |||
| 1042084 | Cities 2020 | 2020 | 845134 | Prefeitura de São Bento do Una | 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 | 24 | AFOLU > Other AFOLU | Question not applicable | 07/16/2021 01:47:15 | ||
| 1042085 | Cities 2020 | 2020 | 841964 | City of Hallandale 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. | 4 | If you have no indirect 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 | ||
| 1042086 | Cities 2020 | 2020 | 31115 | City of Johannesburg | South Africa | Africa | 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 | The GDS 2040 calls for the city to realise about 50% of its energy from renewables. This includes use of solar energy and intensifying efforts to harness energy from waste. | 07/16/2021 01:47:15 | |||
| 1042087 | Cities 2020 | 2020 | 43908 | City of Milwaukee | 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. | 7 | Renewable energy production (MWh) | 1 | 0 | 07/16/2021 01:47:15 | |||
| 1042088 | Cities 2020 | 2020 | 59160 | Ville de Nyon | Switzerland | 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. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 12 | Transportation > Off-road | 07/16/2021 01:47:15 | |||
| 1042089 | Cities 2020 | 2020 | 50361 | Ayuntamiento de Hermosillo | Mexico | Latin America | Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 10 | Scope and impact of action | 9 | On July 19 (2019), Hermosillo's government launched the solid waste management program, in which 19 neighbourhoods participate. By 2020, the government estimates the enrolment of at least 100 neighbourhoods in the city. As part of the activities conducted with the citizens, the inhabitants of the participating neighbourhoods were trained in the waste management program, and had an opportunity to communicate their thoughts about this project.Collected inorganic waste is delivered by the government to aid people in extreme poverty situation (400 families), who are dedicated to the collection of waste in the landfill facilities to sell it to the recycling companies.The mitigation is estimated using the amount of inorganic waste for recycling (about 926 metric tonnes); recycling yields savings in GHG emissions because the use of recycled materials instead of virgin materials reduces the energy demands and non-energy GHG emissions associated with manufacturing.All of the figures provided are an estimate, the final data might differ. | 07/16/2021 01:47:15 | |||
| 1042090 | Cities 2020 | 2020 | 832509 | Slough Borough Council | United Kingdom of Great Britain and Northern Ireland | Europe | City-wide Emissions | City-wide GHG Emissions Data | 4.4 | Which gases are included in your city-wide emissions inventory? | 0 | 0 | Question not applicable | 07/16/2021 01:47:15 | ||||
| 1042091 | Cities 2020 | 2020 | 841964 | City of Hallandale Beach, FL | United States of America | North America | 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. | 9 | Target year absolute emissions (metric tonnes CO2e) [Auto-calculated] | 1 | 253403.15 | 07/16/2021 01:47:15 | |||
| 1042092 | Cities 2020 | 2020 | 44077 | Kampala City | Uganda | Africa | Water Security | Water Supply | 14.2b | Please explain why you do not consider your city to be exposed to any substantive water-related risk. | 2 | Please explain | 1 | Please explain | Question not applicable | 07/16/2021 01:47:15 | ||
| 1042093 | Cities 2020 | 2020 | 73701 | San Carlos Sud | 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. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 17 | Waste > Wastewater | 0 | 07/16/2021 01:47:15 | ||
| 1042094 | Cities 2020 | 2020 | 31108 | City of Houston | 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. | 1 | Factors that affect ability to adapt | 4 | Rapid urbanization | 07/16/2021 01:47:15 | |||
| 1042095 | Cities 2020 | 2020 | 68296 | Hobsons Bay City Council | Australia | Southeast Asia and Oceania | 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. | 3 | Current probability of hazard | 2 | Medium | 07/16/2021 01:47:15 | |||
| 1042096 | Cities 2020 | 2020 | 31114 | City of Sydney | Australia | Southeast Asia and Oceania | 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. | 2 | Category | 4 | Emissions occurring outside the city boundary as a result of in-city activities | 07/16/2021 01:47:15 | |||
| 1042097 | Cities 2020 | 2020 | 54290 | Qingdao Municipal Government | China | East Asia | 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. | 4 | Global Warming Potential (select relevant IPCC Assessment Report) | 1 | IPCC 2nd AR (1995) | 07/16/2021 01:47:15 | |||
| 1042098 | Cities 2020 | 2020 | 50565 | City of Toledo | United States of America | North America | Water Security | Water Supply Management | 14.4b | Please explain why your city does not have a public Water Resource Management strategy. | 2 | Please explain | 1 | Please explain | Question not applicable | 07/16/2021 01:47:15 | ||
| 1042099 | Cities 2020 | 2020 | 56276 | New Taipei 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. | 3 | Action title | 4 | Management of Dengue fever and Zika virus prevention | 07/16/2021 01:47:15 | |||
| 1042100 | Cities 2020 | 2020 | 54633 | Prefeitura de Lorena | Brazil | 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 |
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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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