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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122901 | Cities 2020 | 2020 | 31168 | City District Government Karachi | Pakistan | South and West Asia | 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. | 7 | Does the assessment identify vulnerable populations? | 0 | 07/16/2021 01:47:15 | ||||
| 122902 | Cities 2020 | 2020 | 54119 | City of Palo Alto | United States of America | North America | Transport | 10.1 | What is the mode share of each transport mode in your city for passenger transport? | 1 | Private motorized transport | 1 | Please complete | Question not applicable | 07/16/2021 01:47:15 | |||
| 122903 | Cities 2020 | 2020 | 49333 | City of Louisville, KY | United States of America | North America | Adaptation | Adaptation Goals | 3.3 | Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal. | 5 | Does this goal align with a requirement from a higher level of government? | 11 | Yes | 07/16/2021 01:47:15 | |||
| 122904 | Cities 2020 | 2020 | 54650 | Prefeitura de Palmas | Brazil | Latin America | Governance and Data Management | Governance | 1.4 | Please list the stakeholder engagement activities for each relevant stakeholder group. | 6 | Attach reference document such as meeting minutes, pictures or webpage | 0 | Question not applicable | 07/16/2021 01:47:15 | |||
| 122905 | Cities 2020 | 2020 | 54111 | City of Iowa City | 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. | 8 | Timescale of reduction / savings / energy production | 1 | 07/16/2021 01:47:15 | ||||
| 122906 | Cities 2020 | 2020 | 58797 | Hørsholm Kommune | Denmark | Europe | Energy | 8.5b | Please explain why you do not have an energy efficiency target and any plans to introduce one in the future. | 2 | Comment | 1 | Please explain | Question not applicable | 07/16/2021 01:47:15 | |||
| 122907 | Cities 2020 | 2020 | 50364 | Municipalidad de La Paz | Bolivia (Plurinational State of) | Latin America | Opportunities | Finance and Economic Opportunities | 6.12 | Does your city have its own credit rating? | 2 | Rating agency | 1 | International | 07/16/2021 01:47:15 | |||
| 122908 | Cities 2020 | 2020 | 848977 | Busbanza | Colombia | Latin 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 | |||
| 122909 | Cities 2020 | 2020 | 847922 | Junta Municipal de Medio Ambiente Lagunas (JIMAL) | Mexico | Latin America | 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. | 2 | Sector | 0 | Question not applicable | 07/16/2021 01:47:15 | |||
| 122910 | Cities 2020 | 2020 | 74643 | Dijon métropole | France | Europe | Governance and Data Management | Governance | 1.5 | Please describe to what extent the planning process is transparent and open. | 1 | The climate adaptation/mitigation plan makes opportunities for engagement that civil society had during the planning process explicit | 1 | Planning process | Question not applicable | 07/16/2021 01:47:15 | ||
| 122911 | Cities 2020 | 2020 | 13113 | Newcastle City Council | United Kingdom of Great Britain and Northern Ireland | Europe | Opportunities | Collaboration | 6.2a | Please provide some key examples of how your city collaborates with business in the table below. | 1 | Collaboration area | 4 | Spatial Planning | 07/16/2021 01:47:15 | |||
| 122912 | Cities 2020 | 2020 | 59558 | City of Holland, MI | 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. | 16 | Web link to action website | 6 | 07/16/2021 01:47:15 | ||||
| 122913 | Cities 2020 | 2020 | 3422 | Greater London Authority | United Kingdom of Great Britain and Northern Ireland | Europe | Buildings | 9.2 | Is your city implementing a strategy/pathway/roadmap to ensure that all new buildings are net zero carbon operational by 2030? | 3 | Please provide more detail and/or link to more information about the requirements | 1 | Please complete | The Mayor's London Plan requires major new housing developments to achieve zero carbon. The same target will be applied to non-residential major developments when the next London Plan is adopted (expected to be in 2019). Planning applications considered by the Mayor in 2018 are expected to achieve reductions in regulated CO2 emission of at least 35 per cent above Part L of 2013 Building Regulations. In 2018 all major developments approved the Mayor achieved on average a 36.9 per cent reduction on Building Regulations, comfortable surpassing the London Plan target and a notable improvement on previous years. London has also signed on the C40 Zero Carbon Buildings Declaration and has the most ambitious buildings target of any comparable megacity. | 07/16/2021 01:47:15 | |||
| 122914 | Cities 2020 | 2020 | 51075 | City of Shenzhen | China | East Asia | Buildings | 9.1 | Does your city have emissions reduction targets or energy efficiency targets for the following building types? | 2 | Please provide more details and/or link to more information about the emission reduction target. | 3 | Residential | 07/16/2021 01:47:15 | ||||
| 122915 | Cities 2020 | 2020 | 13506 | Nottingham City Council | United Kingdom of Great Britain and Northern Ireland | Europe | Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 6 | Most relevant assets / services affected overall | 3 | Residential | 07/16/2021 01:47:15 | |||
| 122916 | Cities 2020 | 2020 | 58671 | Helsingør Kommune / Elsinore Municipality | Denmark | Europe | 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? | 7 | SO2 (Maximum 24-hour average) | Question not applicable | 07/16/2021 01:47:15 | |||
| 122917 | Cities 2020 | 2020 | 63562 | City of South Bend, IN | United States of America | North America | City-wide Emissions | Historical emissions inventories | 4.13 | Please provide details on any historical and base year city-wide emissions inventories your city has, in order to allow assessment of targets in the table below. | 1 | Inventory date from | 0 | 07/16/2021 01:47:15 | ||||
| 122918 | Cities 2020 | 2020 | 62855 | Egedal Municipality | Denmark | 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) | 8 | Transportation > On-road | 07/16/2021 01:47:15 | |||
| 122919 | Cities 2020 | 2020 | 1850 | Birmingham City Council | United Kingdom of Great Britain and Northern Ireland | Europe | City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 28 | Generation of grid-supplied energy > Heat/cold generation | 07/16/2021 01:47:15 | |||
| 122920 | Cities 2020 | 2020 | 54124 | City of Fremont | United States of America | North 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? | 2 | Please provide more details on and/or a link to the strategy | 4 | Clothing and textiles | Question not applicable | 07/16/2021 01:47:15 | ||
| 122921 | Cities 2020 | 2020 | 59633 | City of Santa Cruz, CA | United States of America | North America | Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 7 | Please identify which vulnerable populations are affected | 4 | Elderly | 07/16/2021 01:47:15 | |||
| 122922 | Cities 2020 | 2020 | 54341 | Toyama City | Japan | East Asia | 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 | 21 | 温室効果ガスの吸収源対策 | 07/16/2021 01:47:15 | |||
| 122923 | Cities 2020 | 2020 | 60318 | Prefeitura de Porto Velho | Brazil | Latin America | Transport | 10.7 | Do you have a low or zero-emission zone in your city? (i.e. an area that disincentivises fossil fuel vehicles through a charge, a ban or access restriction) | 0 | 0 | No | 07/16/2021 01:47:15 | |||||
| 122924 | Cities 2020 | 2020 | 58671 | Helsingør Kommune / Elsinore Municipality | Denmark | 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. | 1 | Emissions (metric tonnes CO2e) | 6 | Transportation – Scope 2 (II.X.2) | Question not applicable | 07/16/2021 01:47:15 | ||
| 122925 | Cities 2020 | 2020 | 59538 | City of Mississauga | Canada | 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. | 10 | Majority funding source | 5 | 07/16/2021 01:47:15 | ||||
| 122926 | Cities 2020 | 2020 | 43909 | City of Orlando | United States of America | North America | Transport | 10.6 | How many buses has your city procured in the last year? | 1 | Number of buses | 2 | Electric buses | Question not applicable | 07/16/2021 01:47:15 | |||
| 122927 | Cities 2020 | 2020 | 36032 | Ville de Dakar | Senegal | Africa | 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. | 1 | Emissions inventory format | 1 | GPC format: City Inventory Reporting and Information System (CIRIS) | 07/16/2021 01:47:15 | |||
| 122928 | Cities 2020 | 2020 | 36004 | City of Abidjan | Côte d'Ivoire | 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. | 4 | If you have no indirect emissions to report, please select a notation key to explain why | 15 | Waste > Biological treatment | Question not applicable | 07/16/2021 01:47:15 | ||
| 122929 | Cities 2020 | 2020 | 839667 | Municipio de Guanagazapa | Guatemala | Latin America | Energy | 8.1 | Please indicate the source mix of electricity consumed in your city. | 4 | Nuclear | 1 | Electricity source | 07/16/2021 01:47:15 | ||||
| 122930 | Cities 2020 | 2020 | 58346 | Plymouth City Council | United Kingdom of Great Britain and Northern Ireland | Europe | 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? | 1 | Does the department/institution have responsibility for oversight and/or implementation of investment of the city retirement funds? | 3 | City pension fund board | Question not applicable | 07/16/2021 01:47:15 | ||
| 122931 | 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) | 36 | 10000000 | 07/16/2021 01:47:15 | |||
| 122932 | Cities 2020 | 2020 | 73650 | Armstrong | 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) | 27 | Generation of grid-supplied energy > CHP generation | 0 | 07/16/2021 01:47:15 | ||
| 122933 | Cities 2020 | 2020 | 840926 | Prefeitura de Serra Talhada | Brazil | Latin 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. | 1 | Publication title and attach document | 0 | Question not applicable | 07/16/2021 01:47:15 | |||
| 122934 | Cities 2020 | 2020 | 59958 | Tweed Shire Council | Australia | Southeast Asia and Oceania | City-wide Emissions | City-wide GHG Emissions Data | 4.6c | Please provide a breakdown of your GHG emissions by scope. Where values are not available, please use the comment field to indicate the reason why. | 4 | Level of confidence | 1 | City-wide emissions | Question not applicable | 07/16/2021 01:47:15 | ||
| 122935 | Cities 2020 | 2020 | 60126 | Tartu City Council | Estonia | 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) | 15 | Waste > Biological treatment | 07/16/2021 01:47:15 | |||
| 122936 | Cities 2020 | 2020 | 32480 | City of Adelaide | Australia | Southeast Asia and Oceania | Emissions Reduction | Mitigation Target setting | 5.1 | Please describe how the target(s) reported above align with the global 1.5 - 2 °C pathway set out in the Paris agreement. | 0 | 0 | The projected emissions profile modelling in the Carbon Neutral Adelaide Action Plan 2016-2021 was completed prior to the Paris Agreement, resulting in non-science-based emission targets. However, according to ‘Mitigation Pathways Compatible with 1.5°C’, “Staying within a remaining carbon budget of 580 GtCO2 implies that CO2 emissions reach carbon neutrality in about 30 years, reduced to 20 years for a 420 GtCO2 remaining carbon budget (high confidence)”, CoA’s target aligns with the global 1.5°C pathway as it assumes carbon neutrality in 5 years. The Government of South Australia is planning to develop an emissions reduction strategy over the next 12 months which will include science-based emissions targets for South Australia.Rogelj, J., D. Shindell, K. Jiang, S. Fifita, P. Forster, V. Ginzburg, C. Handa, H. Kheshgi, S. Kobayashi, E. Kriegler, L. Mundaca, R. Séférian, and M.V.Vilariño, 2018: Mitigation Pathways Compatible with 1.5°C in the Context of Sustainable Development. In: Global Warming of 1.5°C. An IPCC Special Report on the impacts of global warming of 1.5°C above pre-industrial levels and related global greenhouse gas emission pathways, in the context of strengthening the global response to the threat of climate change, sustainable development, and efforts to eradicate poverty [Masson-Delmotte, V., P. Zhai, H.-O. Pörtner, D. Roberts, J. Skea, P.R. Shukla, A. Pirani, W. Moufouma-Okia, C. Péan, R. Pidcock, S. Connors, J.B.R. Matthews, Y. Chen, X. Zhou, M.I. Gomis, E. Lonnoy, T. Maycock, M. Tignor, and T. Waterfield (eds.)]. In Press. | 07/16/2021 01:47:15 | ||||
| 122937 | Cities 2020 | 2020 | 31181 | City of Philadelphia | United States of America | North America | Emissions Reduction | Mitigation Target setting | 5.0b | Please provide details of your total fixed level target(s). | 13 | Target meets initial GCoM validation criteria | 0 | Question not applicable | 07/16/2021 01:47:15 | |||
| 122938 | Cities 2020 | 2020 | 73295 | City of La Crosse, WI | 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) | 3 | Stationary Energy: energy use – Scope 3 (I.X.3) | Question not applicable | 07/16/2021 01:47:15 | ||
| 122939 | Cities 2020 | 2020 | 832002 | Municipalidad de Quepos | Costa Rica | 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 | 17 | Waste > Wastewater | 07/16/2021 01:47:15 | |||
| 122940 | Cities 2020 | 2020 | 45219 | Município de Aparecida | Brazil | Latin America | City-wide Emissions | City-wide GHG Emissions Data | 4.6c | Please provide a breakdown of your GHG emissions by scope. Where values are not available, please use the comment field to indicate the reason why. | 9 | Level of confidence | 1 | City-wide emissions | Question not applicable | 07/16/2021 01:47:15 | ||
| 122941 | Cities 2020 | 2020 | 832610 | Orange County, NC | 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 | 22 | AFOLU > Livestock | Not Occurring | 07/16/2021 01:47:15 | ||
| 122942 | Cities 2020 | 2020 | 54492 | Bergen Municipality | Norway | Europe | Transport | 10.5 | Provide information on GHG emissions from the transport sector. | 2 | Inventory year (numerical year) | 3 | Passenger Transport: Public Transport (LRT/MRT/Railway) | Question not applicable | 07/16/2021 01:47:15 | |||
| 122943 | Cities 2020 | 2020 | 31169 | Government of Hong Kong Special Administrative Region | China, Hong Kong Special Administrative Region | East Asia | 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 | 10 | Promotion of the use of electric vehicles (EVs) in public transport | 07/16/2021 01:47:15 | |||
| 122944 | Cities 2020 | 2020 | 839980 | Municipalidad de Avellaneda | Argentina | 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. | 15 | Please describe your target. If your country has an NDC and your city’s target is less ambitious than the NDC, please explain why. | 1 | Se espera que la reducción de emisiones propuesta por Avellaneda y las medidas que se desarrollen para su concreción, se sumen a los esfuerzos nacionales. | 07/16/2021 01:47:15 | |||
| 122945 | Cities 2020 | 2020 | 54498 | Ayuntamiento de Murcia | 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. | 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 | 16 | Waste > Incineration and open burning | 07/16/2021 01:47:15 | |||
| 122946 | Cities 2020 | 2020 | 31112 | Kaohsiung 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. | 12 | Total cost provided by the local government (currency) | 5 | 07/16/2021 01:47:15 | ||||
| 122947 | Cities 2020 | 2020 | 49334 | City of Richmond, VA | 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. | 3 | Focus area of plan | 2 | Climate change mitigation and energy access plan | 07/16/2021 01:47:15 | |||
| 122948 | Cities 2020 | 2020 | 54037 | City of Des Moines | 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 | 07/16/2021 01:47:15 | ||||
| 122949 | Cities 2020 | 2020 | 849044 | Villa Amelia | Argentina | 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. | 5 | Number of monitoring stations | 1 | PM2.5 (1 year (annual) mean) | Question not applicable | 07/16/2021 01:47:15 | |||
| 122950 | Cities 2020 | 2020 | 60278 | Prefeitura de Fernandópolis | Brazil | Latin America | Transport | 10.8 | Do you have a loading / unloading Restricted Zone for Logistics? If yes, please provide more detail about the Restricted zone. | 1 | Response | 1 | Please complete | 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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