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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130801 | Cities 2021 | 2021 | 834196 | Miyoshi City | Japan | East Asia | 4. 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. | 4 | Emissions (metric tonnes CO2e) | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 130802 | Cities 2021 | 2021 | 36002 | Ville de Kinshasa | Democratic Republic of the Congo | Africa | 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. | 2 | Describe how the city is maximizing this opportunity | 6 | 01/20/2022 02:27:05 | ||||
| 130803 | Cities 2021 | 2021 | 845302 | Paraíso | Costa Rica | Latin America | 1. Governance and Data Management | Governance | 1.4 | Please list the stakeholder engagement activities for each relevant stakeholder group. | 5 | Please attach stakeholder engagement and communication plan | 1 | 01/20/2022 02:27:05 | ||||
| 130804 | Cities 2021 | 2021 | 859059 | Kamifurano Town | Japan | East Asia | 6. 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'. | 8 | Total cost of project | 0 | 01/20/2022 02:27:05 | ||||
| 130805 | Cities 2021 | 2021 | 54027 | City of St. John's, NL | Canada | North 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 | 21 | Total IPPU | NE | 01/20/2022 02:27:05 | ||
| 130806 | Cities 2021 | 2021 | 73763 | San Carlos City | Philippines | 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. | 2 | If you have no direct emissions to report, please select a notation key to explain why | 16 | Waste > Incineration and open burning | NO | 01/20/2022 02:27:05 | ||
| 130807 | Cities 2021 | 2021 | 73755 | Legazpi City | Philippines | Southeast Asia and Oceania | 1. Governance and Data Management | Governance | 1.7 | Please provide information specifically on the impact of the COVID-19 economic response on climate action in your city and synergies between COVID-19 recovery interventions and climate action. | 2 | COVID-19 recovery interventions and climate action synergies | 1 | Response | Recovery interventions that provide residents with effective access to training programs related to green sectors | 01/20/2022 02:27:05 | ||
| 130808 | Cities 2021 | 2021 | 35857 | City of Cincinnati, OH | United States of America | North America | 10. Transport | 10.3 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 7 | Customer-drive carshares (e.g. Car2Go, Drivenow) fleet size | 3 | Hybrid | 01/20/2022 02:27:05 | ||||
| 130809 | Cities 2021 | 2021 | 859152 | Hashimoto City | Japan | East Asia | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6f | Where it will facilitate a greater understanding of your city-wide emissions, please provide a breakdown of these emissions by end user (buildings, water, waste, transport), economic sector (residential, commercial, industrial, institutional), or any other classification system used in your city. | 3 | Scope | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 130810 | Cities 2021 | 2021 | 70261 | Alcaldia de Floridablanca | Colombia | Latin America | 10. Transport | 10.2 | What is the mode share of each transport mode in your city for freight transport? | 2 | Comment | 5 | Rail | Question not applicable | 01/20/2022 02:27:05 | |||
| 130811 | Cities 2021 | 2021 | 13067 | City of New Orleans, LA | United States of America | North America | 6. Opportunities | Finance and Economic Opportunities | 6.5 | List any mitigation, adaptation, water related or resilience projects you have planned within your city for which you hope to attract financing and provide details on the estimated costs and status of the project. If your city does not have any relevant projects, please select 'No relevant projects' under 'Project Area'. | 7 | Project description and attach project proposal | 6 | The City would like to continue to maximize the use of its green space and existing water features to increase the storm water storage capacity. This includes a variety of green infrastructure measures at public parks and facilities, right of ways and schools. | 01/20/2022 02:27:05 | |||
| 130812 | Cities 2021 | 2021 | 44191 | Ansan City | Republic of Korea | 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. | 13 | Does this target align with the global 1.5 - 2 °C pathway set out in the Paris agreement? | 15 | Question not applicable | 01/20/2022 02:27:05 | |||
| 130813 | Cities 2021 | 2021 | 845305 | Guarco | Costa Rica | Latin America | 1. Governance and Data Management | Governance | 1.0 | Please detail sustainability goals and targets (e.g. GHG reductions) that are incorporated into your city’s master plan and describe how these are addressed in the table below. | 2 | Description | 10 | Fomentar el manejo adecuado de los residuos sólidos orgánicos | 01/20/2022 02:27:05 | |||
| 130814 | Cities 2021 | 2021 | 74418 | Town of Breckenridge, CO | 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. | 9 | Publicly available? | 5 | NO2 (1 year (annual) mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 130815 | Cities 2021 | 2021 | 840923 | Prefeitura de Nova Santa Rita | Brazil | Latin 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 | 5 | Electronics | Question not applicable | 01/20/2022 02:27:05 | ||
| 130816 | Cities 2021 | 2021 | 845307 | Zarcero | Costa Rica | 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 | 8 | Public-private partnership | 01/20/2022 02:27:05 | |||
| 130817 | Cities 2021 | 2021 | 43937 | Wellington City Council | New Zealand | Southeast Asia and Oceania | 10. Transport | 10.0 | Do you have mode share information available to report for the following transport types? | 0 | 0 | Passenger transport | 01/20/2022 02:27:05 | |||||
| 130818 | Cities 2021 | 2021 | 73295 | City of La Crosse, WI | United States of America | North 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. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 27 | Generation of grid-supplied energy > CHP generation | 01/20/2022 02:27:05 | |||
| 130819 | Cities 2021 | 2021 | 54361 | Petaling Jaya City Council | Malaysia | Southeast Asia and Oceania | 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 | 12 | Ecosystem preservation and biodiversity improvement | 01/20/2022 02:27:05 | |||
| 130820 | Cities 2021 | 2021 | 859139 | Minamiise Town | Japan | East Asia | 9. Buildings | 9.1 | Does your city have emissions reduction targets (government operations, city wide 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. | 5 | All building types | Question not applicable | 01/20/2022 02:27:05 | |||
| 130821 | Cities 2021 | 2021 | 54527 | Stadt Bern | Switzerland | Europe | 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. | 2 | Average concentration for most recent year available (ug/m3) | 7 | SO2 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 130822 | Cities 2021 | 2021 | 839665 | Ayuntamiento de Celaya | 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. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 25 | Total AFOLU | Question not applicable | 01/20/2022 02:27:05 | ||
| 130823 | Cities 2021 | 2021 | 43975 | Municipalidad de Magdalena del Mar | Peru | 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. | 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 | 15 | Waste > Biological treatment | NO | 01/20/2022 02:27:05 | ||
| 130824 | Cities 2021 | 2021 | 71557 | Quelimane Municipal Council | Mozambique | Africa | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6f | Where it will facilitate a greater understanding of your city-wide emissions, please provide a breakdown of these emissions by end user (buildings, water, waste, transport), economic sector (residential, commercial, industrial, institutional), or any other classification system used in your city. | 4 | Emissions (metric tonnes CO2e) | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 130825 | Cities 2021 | 2021 | 834167 | Kochi Municipal Corporation | India | South and West Asia | 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. | 5 | Means of implementation | 4 | 01/20/2022 02:27:05 | ||||
| 130826 | Cities 2021 | 2021 | 49335 | Metropolitan Government of Nashville and Davidson County, TN | United States of America | North America | 7. Local Government Emissions | Local Government Operations GHG Emissions Data | 7.8 | Please indicate if your local government operations emissions have increased, decreased, or stayed the same since your last emissions inventory, and please describe why. | 1 | Change in emissions | 1 | Please explain | Question not applicable | 01/20/2022 02:27:05 | ||
| 130827 | Cities 2021 | 2021 | 31114 | City of Sydney | Australia | Southeast Asia and Oceania | 2. 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 | Information & Communications Technology | 01/20/2022 02:27:05 | |||
| 130828 | Cities 2021 | 2021 | 859150 | Shiso City | Japan | East Asia | 10. Transport | 10.7 | How many public access EV charging points do you have in your city and/or metropolitan area for the following types. | 2 | Number of charging points in your metropolitan area | 3 | Slow 3kw or below | Question not applicable | 01/20/2022 02:27:05 | |||
| 130829 | Cities 2021 | 2021 | 60413 | Municipalidad de La Serena | Chile | 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 | 29 | Generation of grid-supplied energy > Local renewable generation | Question not applicable | 01/20/2022 02:27:05 | ||
| 130830 | Cities 2021 | 2021 | 36492 | Comune di Parma | Italy | 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. | 1 | Mitigation action | 1 | Buildings > Energy efficiency/ retrofit measures | 01/20/2022 02:27:05 | |||
| 130831 | Cities 2021 | 2021 | 73759 | Jambi City | Indonesia | Southeast Asia and Oceania | 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. | 6 | End year of action | 1 | 2021 | 01/20/2022 02:27:05 | |||
| 130832 | Cities 2021 | 2021 | 834403 | Municipality of San Martín de los Andes | Argentina | Latin 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. | 14 | Total cost of the project | 4 | 01/20/2022 02:27:05 | ||||
| 130833 | Cities 2021 | 2021 | 859055 | Masaki Town | 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. | 5 | Number of monitoring stations | 4 | PM10 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 130834 | Cities 2021 | 2021 | 54276 | City of Greater Bendigo | Australia | Southeast Asia and Oceania | 6. Opportunities | Finance and Economic Opportunities | 6.7 | Has your city received/secured funding for any climate projects (e.g. energy efficiency, renewable energy, low emission vehicles, waste management, flood defence etc.) from an International Financial Institution (e.g. World Bank, Asian Development Bank, etc.)? | 2 | Comment | 1 | Funding received/secured | 01/20/2022 02:27:05 | |||
| 130835 | Cities 2021 | 2021 | 74371 | Himeji | Japan | East Asia | 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 | 20 | IPPU > Product use | Question not applicable | 01/20/2022 02:27:05 | ||
| 130836 | Cities 2021 | 2021 | 54113 | City of Flagstaff, AZ | United States of America | North America | 6. Opportunities | Collaboration | 6.2a | Please provide some key examples of how your city collaborates with business and/or industries in the table below. | 2 | Type of collaboration | 1 | 01/20/2022 02:27:05 | ||||
| 130837 | Cities 2021 | 2021 | 35993 | Singapore Government | Singapore | Southeast Asia and Oceania | 6. Opportunities | Collaboration | 6.3 | Describe how your local/regional government collaborates and coordinates horizontally on climate action. | 2 | Description | 1 | Horizontal collaboration and coordination | Question not applicable | 01/20/2022 02:27:05 | ||
| 130838 | Cities 2021 | 2021 | 31171 | Ayuntamiento de Madrid | Spain | Europe | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.3 | Please give the name of the primary protocol, standard, or methodology you have used to calculate your city’s city-wide GHG emissions. | 1 | Primary protocol | 1 | Emissions methodology | 2006 IPCC Guidelines for National Greenhouse Gas Inventories | 01/20/2022 02:27:05 | ||
| 130839 | Cities 2021 | 2021 | 42123 | City of Goiânia | Brazil | Latin America | 10. Transport | 10.3 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 4 | Number of freight vehicles | 5 | Hydrogen | 0 | we do not have all the data, we send the question to the responsible sector, but we still have not gotten an answer. | 01/20/2022 02:27:05 | ||
| 130840 | Cities 2021 | 2021 | 840521 | City of Denizli | Turkey | 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) | 15 | Waste > Biological treatment | 01/20/2022 02:27:05 | |||
| 130841 | Cities 2021 | 2021 | 50362 | Municipalidad de Concepción | Chile | Latin America | 5. Emissions Reduction | Mitigation Target setting | 5.0e | Please explain why you do not have a city-wide emissions reduction target and any plans to set one in the future. | 2 | Comment | 1 | Please explain | 01/20/2022 02:27:05 | |||
| 130842 | Cities 2021 | 2021 | 35887 | Ajuntament de València | Spain | 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. | 17 | Total cost provided by the majority funding source (currency) | 14 | 365000 | 01/20/2022 02:27:05 | |||
| 130843 | Cities 2021 | 2021 | 36037 | Santiago de Cali | Colombia | 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. | 8 | Future change in frequency | 5 | Increasing | 01/20/2022 02:27:05 | |||
| 130844 | Cities 2021 | 2021 | 859131 | Inazawa 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. | 17 | Total cost provided by the majority funding source (currency) | 11 | 01/20/2022 02:27:05 | ||||
| 130845 | Cities 2021 | 2021 | 54110 | City of Santa Monica, CA | 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 | 1 | Feasibility finalized, and finance partially secured | 01/20/2022 02:27:05 | |||
| 130846 | Cities 2021 | 2021 | 31158 | Hanoi City | Viet Nam | Southeast Asia and Oceania | 9. Buildings | 9.1 | Does your city have emissions reduction targets (government operations, city wide 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. | 1 | Commercial | 01/20/2022 02:27:05 | ||||
| 130847 | Cities 2021 | 2021 | 54348 | The Local Government of Quezon City | Philippines | Southeast Asia and Oceania | 12. Food | 12.0a | Report the tonnes per food group that are served and/or sold through the above mentioned programs. | 1 | Tonnes served and/or sold | 9 | Fish protein sources | 01/20/2022 02:27:05 | ||||
| 130848 | Cities 2021 | 2021 | 37241 | City of Berkeley, CA | United States of America | North 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. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 26 | Generation of grid-supplied energy > Electricity-only generation | No energy industries within City boundary. | 01/20/2022 02:27:05 | ||
| 130849 | Cities 2021 | 2021 | 59180 | Middelfart Kommune | Denmark | Europe | 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. | 18 | Please describe your target. If your country has an NDC and your city’s target is less ambitious than the NDC, please explain why. | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 130850 | Cities 2021 | 2021 | 54608 | Alcaldia de Montería | Colombia | Latin America | 1. Governance and Data Management | Governance | 1.1 | Please attach the letter from your city’s Mayor requesting the relevant local government department to participate in the Green Climate Cities (GCC) program. | 0 | 0 | Question not applicable | 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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