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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1518601 | Cities 2021 | 2021 | 49333 | City of Louisville, KY | 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. | 2 | If you have no direct emissions to report, please select a notation key to explain why | 6 | Stationary energy > Fugitive emissions | N/A | 01/20/2022 02:27:05 | ||
| 1518602 | Cities 2021 | 2021 | 54521 | BCP Council | United Kingdom of Great Britain and Northern Ireland | 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. | 3 | Means of implementation | 3 | Stakeholder engagement | 01/20/2022 02:27:05 | |||
| 1518603 | Cities 2021 | 2021 | 839672 | Municipalidad Distrital de La Molina | Peru | Latin America | 13. Waste | 13.3 | What is the amount of your city’s total solid waste collected for each of the following sectors (tonnes/year)? | 1 | Amount of solid waste generated (tonnes/year) | 5 | Construction and demolition waste | Question not applicable | 01/20/2022 02:27:05 | |||
| 1518604 | Cities 2021 | 2021 | 36285 | Comune di Firenze | Italy | Europe | 10. Transport | 10.3 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 6 | Transport Network Companies (e.g. Uber, Lyft) fleet size | 3 | Hybrid | 01/20/2022 02:27:05 | ||||
| 1518605 | Cities 2021 | 2021 | 54402 | Lahden kaupunki | Finland | Europe | 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 | 1 | Development and implementation of action plan | 01/20/2022 02:27:05 | |||
| 1518606 | Cities 2021 | 2021 | 36045 | Santiago de Guayaquil | Ecuador | 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. | 1 | Applicable sub-sector | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1518607 | Cities 2021 | 2021 | 49346 | City of Allentown, PA | 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. | 10 | Majority funding source | 2 | Local | 01/20/2022 02:27:05 | |||
| 1518608 | Cities 2021 | 2021 | 59151 | Akureyrarbær | Iceland | Europe | 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. | 2 | Category | 26 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1518609 | Cities 2021 | 2021 | 50383 | Prefeitura de Sorocaba | 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. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 20 | IPPU > Product use | 01/20/2022 02:27:05 | |||
| 1518610 | Cities 2021 | 2021 | 847922 | Junta Municipal de Medio Ambiente Lagunas (JIMAL) | 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. | 4 | If you have no indirect emissions to report, please select a notation key to explain why | 22 | AFOLU > Livestock | Question not applicable | 01/20/2022 02:27:05 | ||
| 1518611 | 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. | 22 | Aim of the engagement activities | 97 | N/A | 01/20/2022 02:27:05 | |||
| 1518612 | Cities 2021 | 2021 | 839649 | Ayuntamiento de Centro | Mexico | Latin America | 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. | 2 | Comment | 1 | Emissions methodology | Question not applicable | 01/20/2022 02:27:05 | ||
| 1518613 | Cities 2021 | 2021 | 57347 | Pingtung County Government | Taiwan, Greater China | East Asia | 2. 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 | Infrastructure conditions / maintenance | 01/20/2022 02:27:05 | |||
| 1518614 | Cities 2021 | 2021 | 50579 | City of Winnipeg, MB | 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. | 2 | If you have no direct emissions to report, please select a notation key to explain why | 11 | Transportation > Aviation | Question not applicable | 01/20/2022 02:27:05 | ||
| 1518615 | Cities 2021 | 2021 | 60410 | Municipalidad de Peñalolén | Chile | 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. | 5 | Social impact of hazard overall | 10 | Increased demand for public services | 01/20/2022 02:27:05 | |||
| 1518616 | Cities 2021 | 2021 | 50373 | Municipalidad de Rosario | 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. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 6 | Stationary energy > Fugitive emissions | Dato que corresponde a Fuentes no Especificadas | 01/20/2022 02:27:05 | ||
| 1518617 | Cities 2021 | 2021 | 31175 | Ville de Paris | France | Europe | 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. | 4 | Status of action | 29 | Implementation | 01/20/2022 02:27:05 | |||
| 1518618 | Cities 2021 | 2021 | 848145 | Ciudad Madero | Mexico | Latin America | 12. Food | 12.0a | Report the tonnes per food group that are served and/or sold through the above mentioned programs. | 2 | Comment | 5 | Tubers or starchy | Question not applicable | 01/20/2022 02:27:05 | |||
| 1518619 | Cities 2021 | 2021 | 35893 | City of Dar es Salaam | United Republic of Tanzania | 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. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 22 | AFOLU > Livestock | Question not applicable | 01/20/2022 02:27:05 | ||
| 1518620 | Cities 2021 | 2021 | 827048 | Zhenjiang Municipal People's Government | China | East Asia | 5. Emissions Reduction | Mitigation Target setting | 5.0b | Please provide details of your total fixed level target(s). | 13 | Select the initiatives that this target contributes towards | 4 | ICLEI’s Green Climate Cities Program | 01/20/2022 02:27:05 | |||
| 1518621 | Cities 2021 | 2021 | 54354 | City Government of Makati | Philippines | Southeast Asia and Oceania | 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) | 3 | Hydro power | 0 | 01/20/2022 02:27:05 | |||
| 1518622 | Cities 2021 | 2021 | 73726 | Itagüí | Colombia | Latin 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. | 2 | Where data is not available, please explain why | 12 | Agriculture, Forestry and Land Use – Scope 1 (V) | Question not applicable | 01/20/2022 02:27:05 | ||
| 1518623 | Cities 2021 | 2021 | 863330 | Rourkela | India | South and West 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 | 30 | Total Generation of grid-supplied energy | Question not applicable | 01/20/2022 02:27:05 | ||
| 1518624 | Cities 2021 | 2021 | 59168 | Commune de Dioudoubou | Senegal | Africa | 12. Food | 12.4 | How does your city increase access to sustainable foods? | 1 | Action implemented | 2 | Do you tax/ban higher carbon foods (meat, dairy, ultra-processed)? | Question not applicable | 01/20/2022 02:27:05 | |||
| 1518625 | Cities 2021 | 2021 | 862659 | Comune di Segrate | Italy | Europe | 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. | 9 | Volume of fuel used or activity level (reported in the same units as emissions factor denominator) | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1518626 | Cities 2021 | 2021 | 35884 | City of San Diego, CA | United States of America | North America | 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. | 2 | Web link | 1 | https://www.sandiego.gov/sites/default/files/slr-va-draft-122019.pdf | 01/20/2022 02:27:05 | |||
| 1518627 | Cities 2021 | 2021 | 49327 | City of Providence, RI | 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. | 4 | If you have no indirect emissions to report, please select a notation key to explain why | 9 | Transportation > Rail | NE | 01/20/2022 02:27:05 | ||
| 1518628 | Cities 2021 | 2021 | 49339 | City and County of Honolulu, HI | 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. | 6 | End year of action | 6 | 01/20/2022 02:27:05 | ||||
| 1518629 | Cities 2021 | 2021 | 862946 | Manta | Ecuador | Latin America | 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. | 2 | Web link | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1518630 | Cities 2021 | 2021 | 863203 | Lampung Barat Regency | Indonesia | 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. | 3 | Boundary of target relative to city boundary (reported in 0.1) | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1518631 | Cities 2021 | 2021 | 834167 | Kochi Municipal Corporation | India | South and West Asia | 1. Governance and Data Management | Governance | 1.4 | Please list the stakeholder engagement activities for each relevant stakeholder group. | 3 | Name of the engagement activities | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1518632 | Cities 2021 | 2021 | 44184 | Ulsan Metropolitan City | Republic of Korea | East Asia | 6. Opportunities | Opportunities | 6.1 | Has your city measured the wider social and economic impacts of delivering climate actions/projects/policies? If so, please provide more details on which benefits are being measured and/or a link to more information. | 2 | Has your city measured the distribution of these impacts across the city’s population (e.g. through the listed actions) | 1 | Response | Question not applicable | 01/20/2022 02:27:05 | ||
| 1518633 | Cities 2021 | 2021 | 859116 | Kitaaiki Village | Japan | East Asia | 13. Waste | 13.4 | What is the amount of solid waste being treated (tonnes/year) through the methods listed. | 1 | Tonnes/year | 9 | Other | Question not applicable | 01/20/2022 02:27:05 | |||
| 1518634 | Cities 2021 | 2021 | 54354 | City Government of Makati | Philippines | Southeast Asia and Oceania | 5. 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. | 8 | Stage of implementation | 1 | Plan update in progress | 01/20/2022 02:27:05 | |||
| 1518635 | Cities 2021 | 2021 | 74695 | Sandnes kommune | Norway | Europe | 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. | 1 | Sustainability goals and targets | 3 | Other, please specify: Sandnes municipality will manage water and sea in a way that ensures recreation and outdoor activities. Air quality should be safe for everyone, and we will prevent and reduce noise problems. | 01/20/2022 02:27:05 | |||
| 1518636 | Cities 2021 | 2021 | 831674 | Município de Amarante | Portugal | Europe | 7. Local Government Emissions | Local Government Operations GHG Emissions Data | 7.0 | Do you have an emissions inventory for your local government operations to report? | 0 | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 1518637 | Cities 2021 | 2021 | 862468 | Borlänge kommun | Sweden | 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. | 13 | Finance status | 8 | Feasibility finalized, and finance partially secured | 01/20/2022 02:27:05 | |||
| 1518638 | Cities 2021 | 2021 | 53959 | City of Fayetteville, AR | United States of America | North 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. | 3 | Current probability of hazard | 2 | Medium High | 01/20/2022 02:27:05 | |||
| 1518639 | Cities 2021 | 2021 | 35993 | Singapore Government | Singapore | Southeast Asia and Oceania | 12. Food | 12.1 | What is the per capita meat and dairy consumption (kg/yr) in your city? | 1 | Kg/Year/Capita | 1 | Meat consumption per capita (kg/year) | 0 | 01/20/2022 02:27:05 | |||
| 1518640 | Cities 2021 | 2021 | 852466 | South Gloucestershire Council | United Kingdom of Great Britain and Northern Ireland | 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. | 4 | Average concentration for third most recent year available (ug/m3) | 2 | PM2.5 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1518641 | Cities 2021 | 2021 | 54318 | Government of Tangerang 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. | 22 | Aim of the engagement activities | 4 | Providing a renewable energy procurement system by the solar cell charging station in the public area | 01/20/2022 02:27:05 | |||
| 1518642 | Cities 2021 | 2021 | 862564 | Lycksele kommun | Sweden | Europe | 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. | 11 | Percentage of target achieved so far | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1518643 | Cities 2021 | 2021 | 73724 | Arteaga | Argentina | Latin America | 8. Energy | 8.3a | Please provide details on your city’s energy efficiency targets. | 4 | Total energy consumed/produced covered by target in base year (in unit specified in column 2) | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 1518644 | Cities 2021 | 2021 | 44180 | Daegu Metropolitan City | Republic of Korea | 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? | 1 | Emissions reduction target | 3 | Residential | Question not applicable | 01/20/2022 02:27:05 | |||
| 1518645 | Cities 2021 | 2021 | 73726 | Itagüí | Colombia | Latin America | 7. Local Government Emissions | Local Government Operations GHG Emissions Data | 7.2 | Please indicate the category that best describes the boundary of your local government operations emissions inventory. | 0 | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 1518646 | Cities 2021 | 2021 | 58621 | Town of Blacksburg, VA | 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. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 9 | Transportation > Rail | 01/20/2022 02:27:05 | |||
| 1518647 | Cities 2021 | 2021 | 60105 | Kirklees Council | United Kingdom of Great Britain and Northern Ireland | Europe | 4. City-wide Emissions | City-wide external verification | 4.12a | Please provide the following information about the city-wide emissions verification. | 2 | Year of verification | 1 | Please complete | Question not applicable | 01/20/2022 02:27:05 | ||
| 1518648 | Cities 2021 | 2021 | 859079 | Town of Hanawa | 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. | 2 | If you have no direct emissions to report, please select a notation key to explain why | 7 | Total Stationary Energy | Question not applicable | 01/20/2022 02:27:05 | ||
| 1518649 | Cities 2021 | 2021 | 834278 | Municipality of Resistencia | Argentina | Latin America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6d | Where it will facilitate a greater understanding of your city-wide emissions, please provide a breakdown of these emissions by IPCC sector in the table below. | 2 | Sector | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1518650 | Cities 2021 | 2021 | 58531 | City of Somerville, MA | United States of America | North America | 3. Adaptation | Adaptation Planning | 3.2a | Please provide more information on your plan that addresses climate change adaptation and/or resilience 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. | 2 | Web link | 1 | https://somervillema.gov/climateforward | 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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