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2021 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 133501 | Cities 2021 | 2021 | 50369 | Ayuntamiento de San Luis Potosí | Mexico | Latin America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.3a | Please report on how climate change impacts health outcomes and health services in your city. | 5 | Timescale of climate-related issues for the selected health area | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 133502 | Cities 2021 | 2021 | 840915 | Prefeitura de Curvelo | Brazil | Latin America | 14. Water Security | Water Supply Management | 14.3 | Please select the actions you are taking to reduce the risks to your city’s water security. | 1 | Risks | 0 | 01/20/2022 02:27:05 | ||||
| 133503 | Cities 2021 | 2021 | 55801 | City of West Palm Beach, FL | United States of America | North America | 4. City-wide Emissions | City-wide GHG Emissions Data | 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 | 3 | Transportation | Question not applicable | 01/20/2022 02:27:05 | ||
| 133504 | Cities 2021 | 2021 | 859162 | Fukuyama City | Japan | East Asia | 5. 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 | Energy savings (MWh) | 16 | 01/20/2022 02:27:05 | ||||
| 133505 | Cities 2021 | 2021 | 859106 | City of Kanazawa | Japan | East Asia | 8. Energy | 8.3a | Please provide details on your city’s energy efficiency targets. | 1 | Scale | 1 | City-wide | 01/20/2022 02:27:05 | ||||
| 133506 | Cities 2021 | 2021 | 50650 | City of Gibraltar | Gibraltar | Europe | 5. 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. | 4 | Implementation status | 2 | Operation | 01/20/2022 02:27:05 | |||
| 133507 | Cities 2021 | 2021 | 53860 | City of Wilmington, NC | United States of America | North America | 4. 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) | 15 | TOTAL Scope 3 emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 133508 | Cities 2021 | 2021 | 834278 | Municipality of Resistencia | Argentina | Latin America | 2. 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 | 6 | Extreme hot temperature > Extreme hot days | 01/20/2022 02:27:05 | |||
| 133509 | Cities 2021 | 2021 | 834219 | Municipality of Corrientes | Argentina | Latin America | 4. 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 | 27 | Generation of grid-supplied energy > CHP generation | NO | 01/20/2022 02:27:05 | ||
| 133510 | Cities 2021 | 2021 | 60433 | Hvidovre Kommune | Denmark | Europe | 10. Transport | 10.4 | Provide information on GHG emissions from the transport sector. | 2 | Inventory year (numerical year) | 6 | Freight transport | Question not applicable | 01/20/2022 02:27:05 | |||
| 133511 | Cities 2021 | 2021 | 31111 | Tokyo Metropolitan Government | Japan | East Asia | 5. 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. | 3 | Boundary of target relative to city boundary (reported in 0.1) | 7 | Question not applicable | 01/20/2022 02:27:05 | |||
| 133512 | Cities 2021 | 2021 | 60348 | Prefeitura de São José dos Pinhais | Brazil | Latin America | 4. 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 | 7 | Total Stationary Energy | Question not applicable | 01/20/2022 02:27:05 | ||
| 133513 | Cities 2021 | 2021 | 841153 | Municipalidad de Bellavista | Peru | Latin America | 10. Transport | 10.2 | What is the mode share of each transport mode in your city for freight transport? | 1 | Mode share | 3 | Medium Goods vehicles (MGV) | 20 | 01/20/2022 02:27:05 | |||
| 133514 | Cities 2021 | 2021 | 827048 | Zhenjiang Municipal People's Government | China | East Asia | 5. 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. | 19 | Name of the stakeholder group | 5 | Question not applicable | 01/20/2022 02:27:05 | |||
| 133515 | Cities 2021 | 2021 | 827048 | Zhenjiang Municipal People's Government | China | East Asia | 5. 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. | 11 | Co-benefit area | 49 | Social community and labour improvements | 01/20/2022 02:27:05 | |||
| 133516 | Cities 2021 | 2021 | 74594 | City of Boynton Beach, FL | United States of America | North America | 3. 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 | 24 | 01/20/2022 02:27:05 | ||||
| 133517 | Cities 2021 | 2021 | 44191 | Ansan City | Republic of Korea | East Asia | 5. Emissions Reduction | Mitigation Target setting | 5.0b | Please provide details of your total fixed level target(s). | 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. | 4 | Question not applicable | 01/20/2022 02:27:05 | |||
| 133518 | Cities 2021 | 2021 | 50713 | Chuncheon City | Republic of Korea | East Asia | 5. 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. | 12 | Is this target considered to be your cities most ambitious target? | 7 | Yes | 01/20/2022 02:27:05 | |||
| 133519 | Cities 2021 | 2021 | 834339 | Odawara City | Japan | East Asia | 13. 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 | Target(s) on the reuse of construction and demolition waste | Question not applicable | 01/20/2022 02:27:05 | |||
| 133520 | Cities 2021 | 2021 | 42120 | City of Salvador | Brazil | Latin America | 8. Energy | 8.4 | Please report the following energy access related information for your city. | 1 | Electrification ratio of the city | 1 | Energy access | 01/20/2022 02:27:05 | ||||
| 133521 | Cities 2021 | 2021 | 54396 | Can Tho City | Viet Nam | Southeast Asia and Oceania | 4. 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 | 01/20/2022 02:27:05 | |||
| 133522 | Cities 2021 | 2021 | 826208 | Junta Intermunicipal de Medio Ambiente de Sierra Occidental y Costa (JISOC) | Mexico | Latin America | 4. City-wide Emissions | GCoM Emission Factor and Activity Data | 4.14a | Please provide a summary of emissions factors and activity data used in your inventory. | 6 | Emission factor value | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 133523 | Cities 2021 | 2021 | 54329 | Bogor City Government | Indonesia | Southeast Asia and Oceania | 4. 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) | 11 | Transportation > Aviation | 0 | 01/20/2022 02:27:05 | ||
| 133524 | Cities 2021 | 2021 | 50220 | Métropole de Nice | France | Europe | 8. Energy | 8.3a | Please provide details on your city’s energy efficiency targets. | 9 | Plans to meet target (include details on types of energy in thermal /electricity) | 1 | 01/20/2022 02:27:05 | |||||
| 133525 | Cities 2021 | 2021 | 55799 | Arlington, VA | United States of America | North America | 3. 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 | 3 | 01/20/2022 02:27:05 | ||||
| 133526 | Cities 2021 | 2021 | 60392 | Municipalidad de San Isidro (Lima) | Peru | Latin America | 10. Transport | 10.1 | What is the mode share of each transport mode in your city for passenger transport? | 2 | Rail/Metro/Tram | 1 | Please complete | 0 | 01/20/2022 02:27:05 | |||
| 133527 | Cities 2021 | 2021 | 859096 | Kamakura City | Japan | East Asia | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6b | Please provide a summary of emissions by sector and scope as defined in the Global Protocol for Community Greenhouse Gas Emissions Inventories (GPC) in the table below. | 2 | Where data is not available, please explain why | 16 | TOTAL BASIC emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 133528 | Cities 2021 | 2021 | 54614 | Prefeitura da Cidade de São José do Rio Preto | Brazil | Latin America | 2. 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? | 4 | Immediately | 01/20/2022 02:27:05 | |||
| 133529 | Cities 2021 | 2021 | 74673 | İzmir Metropolitan Municipality | Turkey | Europe | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.4 | Which gases are included in your city-wide emissions inventory? | 0 | 0 | N20 | 01/20/2022 02:27:05 | ||||
| 133530 | Cities 2021 | 2021 | 68375 | Prefeitura de Abaetetuba | Brazil | Latin America | 8. Energy | 8.2 | For each type of renewable energy within the city boundary, please report the installed capacity (MW) and annual generation (MWh). | 2 | Annual generation (MWh) | 1 | Solar PV | 01/20/2022 02:27:05 | ||||
| 133531 | Cities 2021 | 2021 | 55372 | Prefeitura Municipal de Canoas | Brazil | Latin America | 1. Governance and Data Management | Governance | 1.6 | Please provide information on the overall impact of COVID-19 on climate action in your city. | 2 | Comment | 1 | Response | Como durante à pandemia, às ações da prefeitura se concentraram na área da saúde, provavelmente a ênfase dada a qualquer outra área tenha sido reduzida. Porém, não temos indicadores que permitam medir e concluir se houve aumento ou diminuição da ênfase nas ações climáticas. | 01/20/2022 02:27:05 | ||
| 133532 | Cities 2021 | 2021 | 859054 | Kitahiroshima City | Japan | East Asia | 10. Transport | 10.11 | Please provide city-wide average air pollution metrics from the monitoring sites within your city for the most recent three years. | 10 | Completeness of data (%) | 7 | SO2 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 133533 | Cities 2021 | 2021 | 54060 | City of Greater Sudbury / Grand Sudbury, ON | Canada | North America | 8. Energy | 8.1 | Please indicate the source mix of electricity consumed in your city. | 15 | What scale is the electricity mix data | 1 | Electricity source | 01/20/2022 02:27:05 | ||||
| 133534 | Cities 2021 | 2021 | 59167 | Municipalidad de Providencia | Chile | Latin America | 3. 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 | 21 | Reduced GHG emissions | 01/20/2022 02:27:05 | |||
| 133535 | Cities 2021 | 2021 | 32480 | City of Adelaide | Australia | Southeast Asia and Oceania | 6. 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. | 1 | Opportunity | 8 | Development of energy efficiency measures and technologies | 01/20/2022 02:27:05 | |||
| 133536 | Cities 2021 | 2021 | 848474 | Richmond Council | United Kingdom of Great Britain and Northern Ireland | Europe | 13. Waste | 13.4 | What is the amount of solid waste being treated (tonnes/year) through the methods listed. | 1 | Tonnes/year | 6 | Open burning | Question not applicable | 01/20/2022 02:27:05 | |||
| 133537 | Cities 2021 | 2021 | 49335 | Metropolitan Government of Nashville and Davidson County, TN | United States of America | North America | 10. Transport | 10.11 | Please provide city-wide average air pollution metrics from the monitoring sites within your city for the most recent three years. | 3 | Average concentration for second most recent year available (ug/m3) | 3 | PM10 (1 year (annual) mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 133538 | Cities 2021 | 2021 | 834058 | Bogor Regency | Indonesia | Southeast Asia and Oceania | 4. 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 | 1 | Stationary energy > Residential buildings | Question not applicable | 01/20/2022 02:27:05 | ||
| 133539 | Cities 2021 | 2021 | 35274 | City of Portland, ME | United States of America | North America | 8. Energy | 8.2 | For each type of renewable energy within the city boundary, please report the installed capacity (MW) and annual generation (MWh). | 1 | Installed capacity (MW) | 4 | Wind | 0 | 01/20/2022 02:27:05 | |||
| 133540 | Cities 2021 | 2021 | 69834 | Municipalidad de General Alvear (Mendoza) | Argentina | Latin America | 3. 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 | 2 | 01/20/2022 02:27:05 | ||||
| 133541 | Cities 2021 | 2021 | 35882 | City of Tampa, FL | United States of America | North America | 5. 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 | Finance status | 0 | 01/20/2022 02:27:05 | ||||
| 133542 | Cities 2021 | 2021 | 73645 | KwaDukuza | South Africa | Africa | 4. 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 | 10 | Transportation > Waterborne navigation | NO | 01/20/2022 02:27:05 | ||
| 133543 | Cities 2021 | 2021 | 50361 | Ayuntamiento de Hermosillo | Mexico | Latin America | 4. 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 | 17 | Waste > Wastewater | Question not applicable | 01/20/2022 02:27:05 | ||
| 133544 | Cities 2021 | 2021 | 60167 | Ville de Charleroi | Belgium | Europe | 4. 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) | 17 | Waste > Wastewater | Question not applicable | 01/20/2022 02:27:05 | ||
| 133545 | Cities 2021 | 2021 | 54114 | City of Asheville, NC | United States of America | North America | 10. Transport | 10.11 | Please provide city-wide average air pollution metrics from the monitoring sites within your city for the most recent three years. | 1 | Most recent years available (select year) | 5 | NO2 (1 year (annual) mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 133546 | Cities 2021 | 2021 | 859136 | Yokkaichi City | Japan | East Asia | 10. Transport | 10.1 | What is the mode share of each transport mode in your city for passenger transport? | 5 | Walking | 1 | Please complete | Question not applicable | 01/20/2022 02:27:05 | |||
| 133547 | Cities 2021 | 2021 | 840075 | Unley City Council | Australia | Southeast Asia and Oceania | 5. 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. | 12 | Target year absolute emissions (metric tonnes CO2e) | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 133548 | Cities 2021 | 2021 | 36492 | Comune di Parma | Italy | Europe | 1. Governance and Data Management | Data Management | 1.8 | 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 | In Parma, the start of the activity of the waste to energy plant in 2013 was preceeded by environmental data collection for what concerns air quality, water, soil and others. A climate data management plan was established with this purpose.-AIR: For tracking air quality there are 6 active samplers and 33 passive samplers spread all over the city. There are several report available on this matter 2011-2015-2017-2019. The next reporting will be done refers to the year 2021 for quantitative, qualitative and chemical analysis.-WATER: water analysis is carryed out in two opposite positions on the river passing through Parma. There are several report available on this matter 2011-2015-2017-2019. The next reporting will be done refers to the year 2021 for chemical analysis.-SOIL: soil analysis is carried out in 16th sample points through a chemical analysis.Other analysis for mutagenesis and lichens are carried out with the same reporting technicalities.Furthermore, concerning air quality, ARPA is a national association monitoring environmental data. There are different kind of reports available:- Annual report for Parma's air quality (2013,2014, 2015) - analysis of macro-pollutants in the province network from 2011-2015.- Monthly report on Parma's air: report and analysis macro-pollutants from 2013 to 2016.-Daily Quality Assurance from ARPA: monitoring and compliance with legal requirements. | merged (1).pdf, PMA PAIP Sintesi divulgativa non tecnica.pdf | 01/20/2022 02:27:05 | |||
| 133549 | Cities 2021 | 2021 | 35904 | Kolkata Metropolitan Area | India | South and West Asia | 12. Food | 12.0a | Report the tonnes per food group that are served and/or sold through the above mentioned programs. | 2 | Comment | 4 | Whole grains | 01/20/2022 02:27:05 | ||||
| 133550 | Cities 2021 | 2021 | 31114 | City of Sydney | Australia | Southeast Asia and Oceania | 7. Local Government Emissions | Local Government Operations GHG Emissions Data | 7.6 | Please provide total (Scope 1 + Scope 2) GHG emissions for your local government operations, in metric tonnes CO2e. | 1 | Total Scope 1 + Scope 2 emissions (metric tonnes CO2e) | 1 | Local government emissions breakdown | 29657 | 01/20/2022 02:27:05 |
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Description
PLEASE READ THE FOLLOWING INFORMATION
This dataset contains all public responses to the CDP-ICLEI 2021 Cities questionnaire. All data included in the dataset is self reported by cities. The reporting platform remains open and the dataset is updated daily to reflect new submissions.
Please note that this dataset exceeds the capacity for Excel. To export the data to Excel, the dataset has been separated into three files. Please follow the links below to access these:
2021 cities dataset covering emissions and mitigation:
https://data.cdp.net/Governance/2021-Cities-Emissions-and-Mitigation/aic4-a5fb
https://data.cdp.net/Governance/2021-Cities-Emissions-and-Mitigation/aic4-a5fb
2021 cities dataset covering vulnerability and adaptation:
https://data.cdp.net/Governance/2021-Cities-Vulnerability-and-Adaptation/hz2m-cbry
https://data.cdp.net/Governance/2021-Cities-Vulnerability-and-Adaptation/hz2m-cbry
2021 cities dataset covering sectors (buildings, energy, transport, waste, urban planning, food, water):
https://data.cdp.net/Governance/2021-Cities-Sectors/xsgm-pagy
https://data.cdp.net/Governance/2021-Cities-Sectors/xsgm-pagy
Access more information on cities reporting, including questionnaire guidance, at https://www.cdp.net/en/guidance/guidance-for-cities.
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’.
For any questions or further guidance on how to reference this data in your own work, please contact cities@cdp.net.
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 some regional councils.
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.
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