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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 114501 | Cities 2021 | 2021 | 31173 | Comune di Milano | Italy | Europe | 9. Buildings | 9.0 | Is your city implementing any retrofit programs addressing existing commercial, residential and/or municipal buildings? | 2 | Buildings that the program applies to | 1 | Retrofit programs | Specific grouping of buildings (i.e. buildings above certain size, building under sale etc.), please specify: hotels, hospitals, schools, gyms, paces dedicate to cllective activities | 01/19/2022 02:30:06 | |||
| 114502 | Cities 2021 | 2021 | 69848 | Municipio de Loja | Ecuador | Latin America | 2. Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0d | If the city’s climate change risk assessment has been conducted more than 4 years ago, what update/revision process does your city have in place? | 1 | Update/revision process in place | 1 | Update/revision process | Question not applicable | 01/19/2022 02:30:06 | ||
| 114503 | Cities 2021 | 2021 | 859134 | Tobishima Village | Japan | East Asia | 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 | 0 | 01/19/2022 02:30:06 | ||||
| 114504 | 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. | 1 | Direct emissions (metric tonnes CO2e) | 30 | Total Generation of grid-supplied energy | 01/19/2022 02:30:06 | |||
| 114505 | Cities 2021 | 2021 | 54520 | Ville de Lausanne | Switzerland | Europe | 3. Adaptation | Adaptation Goals | 3.3 | Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal. | 5 | Does this goal align with a requirement from a higher level of government? | 3 | Yes, and it exceeds its scale or requirements | 01/19/2022 02:30:06 | |||
| 114506 | Cities 2021 | 2021 | 859089 | Satte 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 | 12 | Transportation > Off-road | Question not applicable | 01/19/2022 02:30:06 | ||
| 114507 | Cities 2021 | 2021 | 834374 | Tagum City | Philippines | 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 | 1 | Improved resource efficiency (e.g. food, water, energy) | 01/19/2022 02:30:06 | |||
| 114508 | Cities 2021 | 2021 | 839980 | Municipalidad de Avellaneda | 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. | 20 | Role in the GCC program | 4 | Question not applicable | 01/19/2022 02:30:06 | |||
| 114509 | Cities 2021 | 2021 | 31151 | Stadt Basel | Switzerland | Europe | 14. Water Security | Water Supply Management | 14.4a | Please provide more information on your city’s public Water Resource Management strategy. | 5 | Stage of implementation | 1 | Strategy in implementation | Access to water ist Standard | 01/19/2022 02:30:06 | ||
| 114510 | Cities 2021 | 2021 | 60349 | Prefeitura de São Leopoldo | Brazil | 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. | 20 | Role in the GCC program | 5 | Não se aplica | 01/19/2022 02:30:06 | |||
| 114511 | Cities 2021 | 2021 | 859133 | Nagakute 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 | 7 | Criteria to design for durability, reparability and recycling in public procurement | Question not applicable | 01/19/2022 02:30:06 | |||
| 114512 | Cities 2021 | 2021 | 60167 | Ville de Charleroi | Belgium | Europe | 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 | 01/19/2022 02:30:06 | |||
| 114513 | Cities 2021 | 2021 | 74338 | Yala City Municipality | Thailand | East Asia | 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) | 1 | Solar PV | 01/19/2022 02:30:06 | ||||
| 114514 | Cities 2021 | 2021 | 60370 | Alcaldía de Cúcuta | Colombia | Latin America | 1. Governance and Data Management | Governance | 1.5 | Please describe to what extent the planning process is transparent and open. | 1 | The climate adaptation/mitigation plan makes opportunities for engagement that civil society had during the planning process explicit | 1 | Planning process | Question not applicable | 01/19/2022 02:30:06 | ||
| 114515 | Cities 2021 | 2021 | 31175 | Ville de Paris | France | Europe | 8. Energy | 8.0a | Please provide details of your renewable energy target(s) and how the city plans to meet those targets. | 10 | Percentage of target achieved | 2 | 100 | 01/19/2022 02:30:06 | ||||
| 114516 | Cities 2021 | 2021 | 60546 | Nanjing 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. | 5 | Start year of action | 10 | 01/19/2022 02:30:06 | ||||
| 114517 | Cities 2021 | 2021 | 834228 | Municipality of Curridabat | Costa Rica | 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) | 22 | AFOLU > Livestock | Question not applicable | 01/19/2022 02:30:06 | ||
| 114518 | Cities 2021 | 2021 | 833379 | Bani-Suhaila Municipality | State of Palestine | Middle East | 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) | 0 | Question not applicable | 01/19/2022 02:30:06 | |||
| 114519 | Cities 2021 | 2021 | 46473 | Ayuntamiento de Zaragoza | Spain | Europe | 7. Local Government Emissions | Local Government Operations GHG Emissions Data | 7.5 | Please give the total amount of fuel (refers to Scope 1 emissions) that your local government has consumed this year. | 4 | Units | 1 | Question not applicable | 01/19/2022 02:30:06 | |||
| 114520 | Cities 2021 | 2021 | 73694 | Chacabuco | 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. | 7 | Estimated emissions reduction (metric tonnes CO2e) | 1 | 15788 | 01/19/2022 02:30:06 | |||
| 114521 | Cities 2021 | 2021 | 55166 | City of Tsukuba | 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. | 10 | Timescale of reduction / savings / energy production | 5 | 01/19/2022 02:30:06 | ||||
| 114522 | Cities 2021 | 2021 | 54034 | City of Grand Rapids, MI | 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. | 8 | Comment | 5 | Hydrogen | 01/19/2022 02:30:06 | ||||
| 114523 | Cities 2021 | 2021 | 74488 | City of Beverly, MA | 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. | 1 | Direct emissions (metric tonnes CO2e) | 23 | AFOLU > Land use | Question not applicable | 01/19/2022 02:30:06 | ||
| 114524 | 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 | 7.7a | Please complete the table reporting your local government Scope 3 emissions. | 3 | Comment | 2 | Question not applicable | 01/19/2022 02:30:06 | |||
| 114525 | Cities 2021 | 2021 | 31156 | Municipality of Curitiba | Brazil | 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. | 7 | Sectors/areas adaptation action applies to | 9 | Building and Infrastructure | 01/19/2022 02:30:06 | |||
| 114526 | Cities 2021 | 2021 | 31146 | Addis Ababa City Administration | Ethiopia | 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. | 1 | Direct emissions (metric tonnes CO2e) | 24 | AFOLU > Other AFOLU | 12225 | 01/19/2022 02:30:06 | ||
| 114527 | Cities 2021 | 2021 | 73734 | Envigado | Colombia | 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 | 13 | Total Transport | 01/19/2022 02:30:06 | |||
| 114528 | Cities 2021 | 2021 | 834299 | Musashino City | Japan | East 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. | 6 | Co-benefit area | 4 | 01/19/2022 02:30:06 | ||||
| 114529 | Cities 2021 | 2021 | 50367 | Ayuntamiento de Culiacán | Mexico | Latin America | 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. | 5 | Risk description | 1 | La región hidrológico-administrativa Pacífico Norte en la cual se localiza Culiacán, al 2019 tenía una clasificación media en el grado de presión sobre el recurso hídrico, se estima que en corto plazo la presión incremente, provocando serias afectaciones en Culiacán, principalmente en el sector agrícola.La agricultura es la principal actividad económica de Culiacán, por lo cual el consumo de agua es muy elevado, este sector consume el 91.8% de agua concesionada, alcanzando un total de 1.956.361 hm3, mientras que el agua destinada a consumo público y suministro poblacional alcanza el 7.6% con un 162.815 hm3.La disminución en las recargas naturales en los acuíferos ocasionará serios problemas en el municipio en corto plazo. | 01/19/2022 02:30:06 | |||
| 114530 | Cities 2021 | 2021 | 826207 | Junta Intermunicipal de Medio Ambiente Region Valles (JIMAV) | Mexico | Latin 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'. | 2 | Project title | 3 | 01/19/2022 02:30:06 | ||||
| 114531 | Cities 2021 | 2021 | 50354 | Alcaldía de Tegucigalpa | Honduras | Latin America | 1. Governance and Data Management | Governance | 1.3 | Please list the key development challenges, barriers and opportunities within the GCC Program. | 3 | Staff Training Needs Assessment | 1 | se cuenta con información climática regional y dificulta su interpretación a nivel local | 01/19/2022 02:30:06 | |||
| 114532 | Cities 2021 | 2021 | 53241 | City of Darwin | Australia | Southeast Asia and Oceania | 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. | 10 | Comment | 0 | Question not applicable | 01/19/2022 02:30:06 | |||
| 114533 | Cities 2021 | 2021 | 850468 | Prefeitura de Passo de Torres | 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. | 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 | 01/19/2022 02:30:06 | ||
| 114534 | Cities 2021 | 2021 | 834299 | Musashino City | Japan | East Asia | 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 | 2 | 01/19/2022 02:30:06 | ||||
| 114535 | Cities 2021 | 2021 | 59644 | City of Culver City, 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. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 9 | Transportation > Rail | Question not applicable | 01/19/2022 02:30:06 | ||
| 114536 | 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. | 12 | Total cost provided by the local government (currency) | 2 | 01/19/2022 02:30:06 | ||||
| 114537 | Cities 2021 | 2021 | 863205 | Gorontalo Regency | Indonesia | 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. | 2 | Adaptation action | 1 | Conservation awareness and education | 01/19/2022 02:30:06 | |||
| 114538 | Cities 2021 | 2021 | 859078 | Town of Yabuki | Japan | East Asia | 8. Energy | 8.3a | Please provide details on your city’s energy efficiency targets. | 1 | Scale | 0 | Question not applicable | 01/19/2022 02:30:06 | ||||
| 114539 | Cities 2021 | 2021 | 859187 | Saiki 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 | 17 | TOTAL BASIC+ emissions | Question not applicable | 01/19/2022 02:30:06 | ||
| 114540 | Cities 2021 | 2021 | 36254 | Comune di Venezia | 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. | 20 | Role in the GCC program | 1 | Question not applicable | 01/19/2022 02:30:06 | |||
| 114541 | Cities 2021 | 2021 | 61790 | City of Emeryville, CA | United States of America | North America | 13. Waste | 13.6 | Does your city have any of the following initiatives, policies and/or regulations. | 1 | Response | 6 | Sanitary landfill with leachate capture and landfill gas management system | Question not applicable | 01/19/2022 02:30:06 | |||
| 114542 | Cities 2021 | 2021 | 863201 | Sanggau Regency | Indonesia | 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. | 14 | Web link | 1 | SIPDhttps://sipd.go.id | 01/19/2022 02:30:06 | |||
| 114543 | Cities 2021 | 2021 | 60167 | Ville de Charleroi | Belgium | Europe | 4. City-wide Emissions | Historical emissions inventories | 4.13 | Please provide details on any historical, base year or recalculated city-wide emissions inventories your city has, in order to allow assessment of targets in the table below. | 2 | Inventory date to | 0 | 01/19/2022 02:30:06 | ||||
| 114544 | Cities 2021 | 2021 | 36410 | City of Memphis, TN | 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. | 3 | Means of implementation | 3 | Policy and regulation | 01/19/2022 02:30:06 | |||
| 114545 | 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 | 4.6a | 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) | 6 | Stationary energy > Fugitive emissions | 0 | 01/19/2022 02:30:06 | ||
| 114546 | Cities 2021 | 2021 | 60273 | Prefeitura de Extrema | 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. | 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 | Question not applicable | 01/19/2022 02:30:06 | ||
| 114547 | Cities 2021 | 2021 | 55164 | City of Toyota | 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. | 12 | Action description and implementation progress | 11 | 01/19/2022 02:30:06 | ||||
| 114548 | Cities 2021 | 2021 | 31177 | Salt Lake City, UT | United States of America | North 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. | 1 | Area affected by climate change | 1 | Health outcomes | 01/19/2022 02:30:06 | |||
| 114549 | Cities 2021 | 2021 | 859107 | Tsubata Town | Japan | East Asia | 8. Energy | 8.1 | Please indicate the source mix of electricity consumed in your city. | 9 | Solar (Photovoltaic and Thermal) | 1 | Electricity source | 01/19/2022 02:30:06 | ||||
| 114550 | Cities 2021 | 2021 | 54092 | City of Ann Arbor, MI | United States of America | North America | 6. Opportunities | Finance and Economic Opportunities | 6.9 | Has your city taken steps to decarbonize the investments held by the city retirement funds and/or municipal investments, e.g. by making a commitment to divest from fossil fuels and/or increase sustainable investments? | 1 | Response | 2 | Investments held by the city retirement funds, e.g. by making a commitment to divest from fossil fuels and/or increase sustainable investments? | Question not applicable | 01/19/2022 02:30:06 |
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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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