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2020 Cities - Vulnerability and Adaptation
This is a filtered view based on 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 201101 | Cities 2020 | 2020 | 62791 | City of Botosani | Romania | Europe | Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0a | Please select the primary process or methodology used to undertake the risk and vulnerability assessment of your city. | 2 | Description | 1 | Risk assessment methodology | An assessment based upon a questionnaire we found on the CoM 2030 intranet platform https://www.conventiaprimarilor.eu/ | 07/16/2021 01:47:15 | ||
| 201102 | Cities 2020 | 2020 | 58796 | Odder Kommune | Denmark | Europe | 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. | 6 | Boundary of plan relative to city boundary (reported in 0.1) | 1 | 07/16/2021 01:47:15 | ||||
| 201103 | Cities 2020 | 2020 | 57509 | Prefeitura de Niterói | 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. | 2 | Did this hazard significantly impact your city before 2020? | 7 | Yes | 07/16/2021 01:47:15 | |||
| 201104 | Cities 2020 | 2020 | 54070 | City of Eugene | 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. | 5 | Social impact of hazard overall | 2 | Increased incidence and prevalence of disease and illness | 07/16/2021 01:47:15 | |||
| 201105 | Cities 2020 | 2020 | 35449 | Stadt Zürich | Switzerland | Europe | Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 6 | Co-benefit area | 6 | Improved access to and quality of mobility services and infrastructure | 07/16/2021 01:47:15 | |||
| 201106 | Cities 2020 | 2020 | 60117 | Winchester City Council | United Kingdom of Great Britain and Northern Ireland | Europe | Climate Hazards and Vulnerability | Climate Hazards | 2.3 | Is your city facing risks to public health or health systems associated with climate change? | 0 | 0 | 07/16/2021 01:47:15 | |||||
| 201107 | Cities 2020 | 2020 | 834259 | Municipality of Lobos | 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. | 10 | Future expected magnitude of hazard | 1 | High | 07/16/2021 01:47:15 | |||
| 201108 | Cities 2020 | 2020 | 59985 | City of Puerto Princesa | Philippines | 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. | 9 | Future change in intensity | 4 | Increasing | 07/16/2021 01:47:15 | |||
| 201109 | Cities 2020 | 2020 | 848135 | San Pedro de la Paz | Chile | Latin America | Adaptation | Adaptation Goals | 3.3 | Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal. | 3 | Target year of goal | 3 | 2025 | 07/16/2021 01:47:15 | |||
| 201110 | Cities 2020 | 2020 | 58531 | City of Somerville, MA | United States of America | North America | 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 | Persons living in sub-standard housing | 07/16/2021 01:47:15 | |||
| 201111 | Cities 2020 | 2020 | 73645 | KwaDukuza | South Africa | Africa | 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 | 2 | Access to healthcare | 07/16/2021 01:47:15 | |||
| 201112 | Cities 2020 | 2020 | 842165 | Mezitli | Turkey | Europe | 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 | No | 07/16/2021 01:47:15 | ||
| 201113 | Cities 2020 | 2020 | 49347 | City of Omaha | 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 | 5 | Education | 07/16/2021 01:47:15 | |||
| 201114 | Cities 2020 | 2020 | 54274 | Rotorua Lakes Council | New Zealand | 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. | 1 | Climate Hazards | 14 | Storm and wind > Extra tropical storm | 07/16/2021 01:47:15 | |||
| 201115 | Cities 2020 | 2020 | 44081 | Lusaka City Council | Zambia | Africa | 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 | ||
| 201116 | Cities 2020 | 2020 | 54611 | Alcaldia de Manizales | Colombia | 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. | 7 | Does the assessment identify vulnerable populations? | 1 | No | 07/16/2021 01:47:15 | |||
| 201117 | Cities 2020 | 2020 | 10495 | City of Las Vegas | 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. | 8 | Action description and implementation progress | 16 | The Southern Nevada Water Authority offers residential and commercial rebates to customers to assist them in reducing outdoor consumption. The SNWA's "Cash for Grass" program rebates the replacement of turf with artificial or xeriscaping at a rate of $3 per square foot.Water Smart Landscapes rebate to convert grass to desert landscaping and receive:$3 per square foot of grass removed up to the first 10,000 square feet per site, per year$1.50 per square foot of grass removed beyond the first 10,000 square feet$500,000 is the maximum award for any property in a fiscal yearA savings of 825,000 gallons of water per year is projected for the average 15,000 square-foot conversion to water-smart landscaping.The Water Smart Landscapes rebate program has helped the community upgrade more than 185 million square feet of lawn to water-efficient landscaping, saving the community billions of gallons of water. | 07/16/2021 01:47:15 | |||
| 201118 | Cities 2020 | 2020 | 58530 | City of Northampton, MA | 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. | 12 | Total cost provided by the local government (currency) | 1 | 200000 | 07/16/2021 01:47:15 | |||
| 201119 | Cities 2020 | 2020 | 60092 | City of Porvoo | Finland | Europe | Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 8 | Action description and implementation progress | 5 | The emergency services have recognized the risk and have 24/7 readiness to react. This applies to all climate hazards that affect emergency services and are recognized for the Porvoo area and are not mentioned separately in our disclosure of adaptation actions , i.e.:- drought- forest fire- flash/surface flood- river flood | 07/16/2021 01:47:15 | |||
| 201120 | Cities 2020 | 2020 | 44299 | Dangjin City | Republic of Korea | East Asia | Adaptation | Adaptation Goals | 3.3 | Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal. | 2 | Climate hazards that adaptation goal addresses | 4 | Extreme cold temperature > Extreme winter conditions | 07/16/2021 01:47:15 | |||
| 201121 | Cities 2020 | 2020 | 31114 | City of Sydney | 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. | 10 | Future expected magnitude of hazard | 13 | Medium | 07/16/2021 01:47:15 | |||
| 201122 | Cities 2020 | 2020 | 57347 | Pingtung County Government | Taiwan, Greater China | East Asia | Opportunities | Opportunities | 6.0 | Please indicate the opportunities your city has identified as a result of addressing climate change and describe how the city is positioning itself to take advantage of these opportunities. | 2 | Describe how the city is maximizing this opportunity | 2 | The swine industry is one of the significant farming industries in Pingtung County. To solve the problem of excreta pollution, the government has begun to assist the swine industry in decomposing and removing the pollutant and establishing the equipment of anaerobic digestion to generate the biogas to keep the river clean since 2013. The biogas power generating equipment is built to reduce carbon emission and wastewater. As a successful case, the Donghaifeng Agricultural Recycling Park was built by Taiwan Sugar Corporation in 2017, converts pig manure and urine into green electricity and biogas slurry. The biogas residue can be used as agricultural compost, and the biogas slurry is used to irrigate the park. The most polluted pig manure and urine created multiple uses and became zero waste and zero emissions. Biogas power generation can solve not only pollution but also make the energy self-sufficiency. | 07/16/2021 01:47:15 | |||
| 201123 | Cities 2020 | 2020 | 35880 | Municipality of Porto Alegre | 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 | 3 | Increasing | 07/16/2021 01:47:15 | |||
| 201124 | Cities 2020 | 2020 | 62868 | Eskişehir Metropolitan Municipality | Turkey | 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? | 5 | Jointly engaging businesses (e.g. encouraging businesses to go green, strategy consultations) | 1 | Working togehter | Question not applicable | 07/16/2021 01:47:15 | ||
| 201125 | Cities 2020 | 2020 | 31146 | Addis Ababa City Administration | Ethiopia | Africa | Climate Hazards and Vulnerability | Climate Hazards | 2.3 | Is your city facing risks to public health or health systems associated with climate change? | 0 | 0 | Yes | 07/16/2021 01:47:15 | ||||
| 201126 | Cities 2020 | 2020 | 31446 | Taipei City Government | Taiwan, Greater China | East Asia | 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 | 1 | Commercial | 07/16/2021 01:47:15 | |||
| 201127 | Cities 2020 | 2020 | 50680 | Município de Cascais | Portugal | 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. | 3 | Current probability of hazard | 3 | Medium High | 07/16/2021 01:47:15 | |||
| 201128 | Cities 2020 | 2020 | 43911 | City of Ottawa | Canada | North 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 | 3 | City pension fund board | Question not applicable | 07/16/2021 01:47:15 | ||
| 201129 | Cities 2020 | 2020 | 35449 | Stadt Zürich | Switzerland | Europe | Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 6 | Co-benefit area | 3 | Ecosystem preservation and biodiversity improvement | 07/16/2021 01:47:15 | |||
| 201130 | Cities 2020 | 2020 | 60638 | Walvis Bay Municipality | Namibia | Africa | 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 | Environment, Biodiversity and Forestry | 07/16/2021 01:47:15 | |||
| 201131 | Cities 2020 | 2020 | 54349 | Balikpapan City Government | Indonesia | Southeast Asia and Oceania | Adaptation | Adaptation Planning | 3.2a | Please provide more information on your plan that addresses climate change adaptation and attach the document. Please provide details on the boundary of your plan, and where this differs from your city’s boundary, please provide an explanation. | 14 | Update/revision process in place for the Adaptation Plan | 1 | Question not applicable | 07/16/2021 01:47:15 | |||
| 201132 | Cities 2020 | 2020 | 44210 | Yeosu Metropolitan Government | Republic of Korea | East Asia | 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. | 3 | Level of degree to which factor challenges/supports the adaptive capacity of your city | 6 | Moderately challenges | 07/16/2021 01:47:15 | |||
| 201133 | Cities 2020 | 2020 | 54478 | Gemeente Nijmegen | Netherlands | Europe | 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'. | 9 | Total investment cost needed | 2 | 07/16/2021 01:47:15 | ||||
| 201134 | Cities 2020 | 2020 | 848128 | Ocú | Panama | Latin America | Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0d | Does your city have an update/revision process for the climate risk and vulnerability assessment? | 2 | Provide more details on the update / revision process for your climate risk or vulnerability assessment | 1 | Update/revision process | Question not applicable | 07/16/2021 01:47:15 | ||
| 201135 | Cities 2020 | 2020 | 50365 | Municipalidad de Valparaíso | Chile | Latin America | Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 13 | Total cost provided by the majority funding source (currency) | 0 | 07/16/2021 01:47:15 | ||||
| 201136 | Cities 2020 | 2020 | 31176 | Prefeitura do Rio de Janeiro | Brazil | Latin 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 | 3 | Project feasibility | 07/16/2021 01:47:15 | |||
| 201137 | Cities 2020 | 2020 | 60236 | Municipality of Trelleborg | Sweden | 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 | ||||
| 201138 | Cities 2020 | 2020 | 832002 | Municipalidad de Quepos | Costa Rica | 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. | 5 | Means of implementation | 3 | Development and implementation of action plan | 07/16/2021 01:47:15 | |||
| 201139 | Cities 2020 | 2020 | 52897 | City of Aspen | United States of America | North America | Introduction | City Details | 0.3 | Please provide information about your city’s Mayor or equivalent legal representative authority in the table below. | 1 | Leader title | 1 | Please complete | Mayor | 07/16/2021 01:47:15 | ||
| 201140 | Cities 2020 | 2020 | 31148 | City of Amsterdam | Netherlands | Europe | Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 1 | Climate hazards | 8 | Extreme Precipitation > Rain storm | 07/16/2021 01:47:15 | |||
| 201141 | Cities 2020 | 2020 | 59653 | City of Manhattan Beach, CA | United States of America | North America | Opportunities | Finance and Economic Opportunities | 6.7 | Has your city received/secured funding for any low carbon projects (e.g. energy efficiency, renewable energy, low emission vehicles, bus rapid transit, waste management) or climate adaptation projects from a development bank (e.g. World Bank, Asian Development Bank, etc.)? | 2 | Comment | 1 | Funding received/secured | 07/16/2021 01:47:15 | |||
| 201142 | Cities 2020 | 2020 | 59996 | Batangas 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. | 6 | Co-benefit area | 3 | Enhanced climate change adaptation | 07/16/2021 01:47:15 | |||
| 201143 | Cities 2020 | 2020 | 63601 | Township of Maplewood, NJ | 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. | 11 | When do you first expect to experience those changes in frequency and intensity? | 1 | Short-term (by 2025) | 07/16/2021 01:47:15 | |||
| 201144 | Cities 2020 | 2020 | 36285 | Comune di Firenze | Italy | Europe | Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 3 | Action title | 1 | expansion boxes for Arno river | 07/16/2021 01:47:15 | |||
| 201145 | 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. | 7 | Sectors/areas adaptation action applies to | 3 | Social Services | 07/16/2021 01:47:15 | |||
| 201146 | Cities 2020 | 2020 | 840529 | Ayuntamiento de Victoria (Tamaulipas) | Mexico | Latin America | 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? | 4 | Joint target setting and/or monitoring (e.g. environmental targets impacting business) | 1 | Working togehter | Question not applicable | 07/16/2021 01:47:15 | ||
| 201147 | Cities 2020 | 2020 | 841003 | Ayuntamiento de Apodaca | Mexico | Latin America | 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? | 2 | Joint strategy development/long-term planning (e.g. on the green economy, supporting green jobs and social equity) | 1 | Working togehter | Question not applicable | 07/16/2021 01:47:15 | ||
| 201148 | Cities 2020 | 2020 | 10495 | City of Las Vegas | 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. | 5 | Means of implementation | 5 | Verification activities | 07/16/2021 01:47:15 | |||
| 201149 | Cities 2020 | 2020 | 831999 | Concejo Municipal de Distrito de Monte Verde | Costa Rica | Latin 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'. | 9 | Total investment cost needed | 1 | 25000 | 07/16/2021 01:47:15 | |||
| 201150 | Cities 2020 | 2020 | 31110 | Roma Capitale | Italy | 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 | 7 | Residential | 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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