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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1499801 | Cities 2021 | 2021 | 859163 | Mine City | 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 | ||
| 1499802 | Cities 2021 | 2021 | 31180 | Región Metropolitana de Santiago | Chile | Latin America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.9 | Does your city have a consumption-based inventory to measure emissions from consumption of goods and services by your residents? | 1 | Response | 1 | Please complete | Not intending to undertake | 01/20/2022 02:27:05 | ||
| 1499803 | Cities 2021 | 2021 | 859171 | Onojo City | Japan | East Asia | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.3a | Please report on how climate change impacts health outcomes and health services in your city. | 7 | Please explain | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1499804 | Cities 2021 | 2021 | 68337 | Bekasi 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. | 2 | If you have no direct emissions to report, please select a notation key to explain why | 4 | Stationary energy > Industrial buildings & facilities | Question not applicable | 01/20/2022 02:27:05 | ||
| 1499805 | Cities 2021 | 2021 | 859172 | Asakura City | 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. | 15 | Select the initiatives that this target contributes towards | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1499806 | Cities 2021 | 2021 | 31108 | City of Houston, TX | 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. | 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 | 28 | Generation of grid-supplied energy > Heat/cold generation | NE | 01/20/2022 02:27:05 | ||
| 1499807 | Cities 2021 | 2021 | 31184 | Prefeitura de São Paulo | 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. | 6 | Most relevant assets / services affected overall | 2 | Public health | 01/20/2022 02:27:05 | |||
| 1499808 | Cities 2021 | 2021 | 35449 | Stadt Zürich | Switzerland | Europe | 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. | 6 | Primary author of assessment | 1 | Consultant | 01/20/2022 02:27:05 | |||
| 1499809 | Cities 2021 | 2021 | 54478 | Gemeente Nijmegen | Netherlands | Europe | 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) | 1 | 100 | 01/20/2022 02:27:05 | ||||
| 1499810 | Cities 2021 | 2021 | 863397 | Ville de Delémont | Switzerland | Europe | Submit your response | Response Language | What language are you submitting your response in? | 0 | 0 | French | 01/20/2022 02:27:05 | |||||
| 1499811 | Cities 2021 | 2021 | 59536 | City of Kitchener, ON | Canada | North America | 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 | ||
| 1499812 | Cities 2021 | 2021 | 35912 | Surat 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. | 7 | Sectors/areas adaptation action applies to | 59 | Transport (Mobility) | 01/20/2022 02:27:05 | |||
| 1499813 | Cities 2021 | 2021 | 59657 | City of Beaverton, OR | 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. | 18 | Web link to action website | 7 | https://www.oregonmetro.gov/tools-working/reducing-food-waste | 01/20/2022 02:27:05 | |||
| 1499814 | Cities 2021 | 2021 | 54328 | City of Niigata | Japan | East Asia | 5. Emissions Reduction | Mitigation Target setting | 5.0b | Please provide details of your total fixed level target(s). | 9 | Target year absolute emissions (metric tonnes CO2e) | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1499815 | Cities 2021 | 2021 | 31163 | Istanbul Metropolitan Municipality | Turkey | 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 | 5 | Stakeholder engagement | 01/20/2022 02:27:05 | |||
| 1499816 | Cities 2021 | 2021 | 859056 | Kutchan Town | 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 | 6 | Stationary energy > Fugitive emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 1499817 | Cities 2021 | 2021 | 54529 | City of Leicester | United Kingdom of Great Britain and Northern Ireland | Europe | 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 | 2 | Construction | Question not applicable | 01/20/2022 02:27:05 | ||
| 1499818 | Cities 2021 | 2021 | 60029 | City of Cagayan de Oro | Philippines | Southeast Asia and Oceania | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.3a | Please report on how climate change impacts health outcomes and health services in your city. | 1 | Area affected by climate change | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1499819 | Cities 2021 | 2021 | 859159 | Oda City | Japan | East Asia | 14. Water Security | Water Supply | 14.2 | Are you aware of any substantive current or future risks to your city’s water security? | 0 | 0 | 01/20/2022 02:27:05 | |||||
| 1499820 | Cities 2021 | 2021 | 35993 | Singapore Government | Singapore | Southeast Asia and Oceania | 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. | 7 | Sectors/areas adaptation action applies to | 2 | Public Health and Safety | 01/20/2022 02:27:05 | |||
| 1499821 | Cities 2021 | 2021 | 58783 | Commune de Bakata | Burkina Faso | Africa | 14. Water Security | Water Supply | 14.2a | Please identify the risks to your city’s water security as well as the timescale and level of risk. | 2 | Anticipated timescale | 1 | Short-term (by 2025) | 01/20/2022 02:27:05 | |||
| 1499822 | Cities 2021 | 2021 | 73777 | Muang Phichit | Thailand | Southeast Asia and Oceania | 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. | 4 | Action description and implementation progress | 2 | A recovery project is being developed and implemented for the Bueng Si Fai freshwater lake to increase the water storage capacity during drought. The efforts include dredging waterways, landscape development and maintenance of the freshwater lake’s ecosystem to allow the natural treatment system. | 01/20/2022 02:27:05 | |||
| 1499823 | Cities 2021 | 2021 | 834406 | Municipality of San Pedro Tlaquepaque | Mexico | Latin America | 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. | 4 | Please describe how the factor supports or challenges the adaptive capacity of your city | 5 | El estado Sanitario por la Enfermedad que Provoca el Virus SARS-COV2 (COVID-19), que se afronta en la actualidad, ha desafiado la gestión de los gobiernos de todo el mundo. | 01/20/2022 02:27:05 | |||
| 1499824 | Cities 2021 | 2021 | 43910 | City of Columbus, OH | United States of America | North America | 0. Introduction | City Details | 0.5 | Please provide details of your city’s current population. Report the population in the year of your reported inventory, if possible. | 1 | Current population | 1 | Please complete | 922223 | 01/20/2022 02:27:05 | ||
| 1499825 | Cities 2021 | 2021 | 834385 | Ube City | 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 | 3 | Stationary energy > Institutional buildings & facilities | Question not applicable | 01/20/2022 02:27:05 | ||
| 1499826 | Cities 2021 | 2021 | 60423 | Municipalidad de la Ciudad de Neuquén | 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. | 8 | Energy savings (MWh) | 37 | 01/20/2022 02:27:05 | ||||
| 1499827 | Cities 2021 | 2021 | 50358 | Gobierno Municipal de Toluca de Lerdo | Mexico | Latin America | 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. | 2 | Municipal | Question not applicable | 01/20/2022 02:27:05 | |||
| 1499828 | Cities 2021 | 2021 | 859196 | Yomitan Village | Japan | East Asia | 6. Opportunities | Climate Action Planning | 6.13 | How many people within your city are employed in green jobs/industries? | 1 | Number of people in your city employed in green jobs and/or industries | 1 | Green jobs/industries | Question not applicable | 01/20/2022 02:27:05 | ||
| 1499829 | Cities 2021 | 2021 | 54388 | Iskandar Regional Development Authority | Malaysia | Southeast Asia and Oceania | 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. | 1 | US Community Protocol Sources | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1499830 | Cities 2021 | 2021 | 31446 | Taipei City Government | Taiwan, Greater 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. | 21 | Name of the engagement activities | 27 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1499831 | Cities 2021 | 2021 | 35872 | Municipality of Recife | Brazil | 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. | 9 | Volume of fuel used or activity level (reported in the same units as emissions factor denominator) | 50 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1499832 | Cities 2021 | 2021 | 60400 | Municipalidad de Temuco | 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 | 21 | Total IPPU | Question not applicable | 01/20/2022 02:27:05 | ||
| 1499833 | Cities 2021 | 2021 | 54328 | City of Niigata | 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. | 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 | 17 | Waste > Wastewater | N/A | 01/20/2022 02:27:05 | ||
| 1499834 | Cities 2021 | 2021 | 845304 | Santa Ana (Costa Rica) | Costa Rica | Latin 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. | 9 | Type of plan | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1499835 | 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. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 27 | Generation of grid-supplied energy > CHP generation | 01/20/2022 02:27:05 | |||
| 1499836 | Cities 2021 | 2021 | 859144 | Kizugawa City | Japan | East Asia | 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. | 4 | Action description and implementation progress | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1499837 | Cities 2021 | 2021 | 50374 | Alcaldia Distrital de Cartagena de Indias | 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. | 7 | Please identify which vulnerable populations are affected | 2 | Other, please specify: Personas que viven en viviendas en zonas de alto riesgo no mitigable | 01/20/2022 02:27:05 | |||
| 1499838 | Cities 2021 | 2021 | 59653 | City of Manhattan Beach, 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. | 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 | 23 | AFOLU > Land use | NE | 01/20/2022 02:27:05 | ||
| 1499839 | Cities 2021 | 2021 | 31052 | City of Cardiff | United Kingdom of Great Britain and Northern Ireland | Europe | 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? | 2 | Please provide more details on and/or a link to the strategy or highlights of any specific actions the city is implementing | 2 | Construction | Question not applicable | 01/20/2022 02:27:05 | ||
| 1499840 | Cities 2021 | 2021 | 73795 | Girardota | Colombia | Latin America | 8. Energy | 8.1 | Please indicate the source mix of electricity consumed in your city. | 13 | Total electricity consumption (MWh) | 1 | Electricity source | 0 | 01/20/2022 02:27:05 | |||
| 1499841 | Cities 2021 | 2021 | 31187 | Seoul Metropolitan Government | Republic of Korea | East Asia | 1. Governance and Data Management | Governance | 1.4 | Please list the stakeholder engagement activities for each relevant stakeholder group. | 6 | Attach reference document such as meeting minutes, pictures or webpage | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1499842 | Cities 2021 | 2021 | 54034 | City of Grand Rapids, MI | 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. | 8 | Areas/sectors covered by the risk and vulnerability assessment | 3 | Community & Culture | 01/20/2022 02:27:05 | |||
| 1499843 | Cities 2021 | 2021 | 859125 | City of Shimada | 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. | 1 | Mitigation action | 23 | Community-Scale Development > Eco-district development strategy | 01/20/2022 02:27:05 | |||
| 1499844 | Cities 2021 | 2021 | 848122 | Alajuela | Costa Rica | 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 | 9 | Increased demand for healthcare services | 01/20/2022 02:27:05 | |||
| 1499845 | Cities 2021 | 2021 | 832838 | Town of Wellfleet, MA | 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. | 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 | ||
| 1499846 | Cities 2021 | 2021 | 840693 | Municipio de Maneiro | Venezuela (Bolivarian Republic of) | 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 | 5 | Transportation – Scope 1 (II.X.1) | Question not applicable | 01/20/2022 02:27:05 | ||
| 1499847 | Cities 2021 | 2021 | 54538 | Bath and North East Somerset | United Kingdom of Great Britain and Northern Ireland | Europe | 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 channel investment in sustainable, resilient agriculture and food supply chains | 01/20/2022 02:27:05 | ||
| 1499848 | Cities 2021 | 2021 | 58569 | City of Podgorica | Montenegro | Europe | 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 | Emergency Management | 01/20/2022 02:27:05 | |||
| 1499849 | Cities 2021 | 2021 | 850301 | Bellingen Shire | Australia | Southeast Asia and Oceania | 10. Transport | 10.3 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 8 | Comment | 4 | Plug in hybrid | 01/20/2022 02:27:05 | ||||
| 1499850 | Cities 2021 | 2021 | 50559 | City of St Catharines, ON | Canada | North America | 3. 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 | 2 | 2026 | 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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