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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1505601 | Cities 2021 | 2021 | 16581 | City of Seattle, WA | 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 | 2 | Volume based waste collection policy (i.e. fees or incentives) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1505602 | Cities 2021 | 2021 | 35857 | City of Cincinnati, OH | 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 | 29 | Generation of grid-supplied energy > Local renewable generation | 01/20/2022 02:27:05 | |||
| 1505603 | Cities 2021 | 2021 | 845304 | Santa Ana (Costa Rica) | Costa Rica | 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? | 1 | Emissions reduction target | 4 | New buildings | Question not applicable | 01/20/2022 02:27:05 | |||
| 1505604 | Cities 2021 | 2021 | 54337 | Greater Amman Municipality | Jordan | Middle East | 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 | 15 | Enhanced resilience | 01/20/2022 02:27:05 | |||
| 1505605 | Cities 2021 | 2021 | 859190 | Aira 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 | 11 | Transportation > Aviation | Question not applicable | 01/20/2022 02:27:05 | ||
| 1505606 | Cities 2021 | 2021 | 840943 | Prefeitura de Boa Ventura | Brazil | Latin 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. | 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 | |||
| 1505607 | Cities 2021 | 2021 | 74558 | Summit County, UT | 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 | 15 | Waste > Biological treatment | Question not applicable | 01/20/2022 02:27:05 | ||
| 1505608 | Cities 2021 | 2021 | 54389 | Taichung City Government | Taiwan, Greater China | 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 | 3 | 1. In view of the increasingly frequent extreme climates around the world that make it difficult to collect water sources, and the increasing demand for industrial water, in order to overcome water shortages and stabilize water supply goals, Taichung City is committed to promoting water resources recycling and reuse policies.2. The Futian Water Resources Center plans to provide a maximum of approximately 105,000 tons of recycled water per day. Initially, it is expected to provide 58,000 tons of recycled water per day to the Taichung Port Industrial Zone after completion in 114, for the recycling and reuse of discharged water from domestic public sewage treatment plants The one with the largest scale and the most water supply in the demonstration promotion plan.3. Shuinan Water Resources Center plans to provide about 10,000 tons of reclaimed water per day. The discharged water is processed by the reclaimed water treatment facility and transported to the Zhongke Taichung Park through pipelines to provide high-tech manufacturers in the park with reclaimed water.4. The central government authority (water conservancy unit) lacks long-term water resources planning and deployment. It should plan the basic water resources facilities as soon as possible to ensure the supply of farming and food materials and water for people's livelihood or industry. Local governments should also fully cooperate. | 01/20/2022 02:27:05 | |||
| 1505609 | 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. | 3 | Means of implementation | 14 | Sustainable public procurement | 01/20/2022 02:27:05 | |||
| 1505610 | Cities 2021 | 2021 | 54390 | Hsinchu County Government | Taiwan, Greater China | East Asia | 2. Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0 | Has a climate change risk and vulnerability assessment been undertaken for your city? | 0 | 0 | Yes | 01/20/2022 02:27:05 | ||||
| 1505611 | Cities 2021 | 2021 | 834331 | Nakano City | Japan | East Asia | 8. Energy | 8.0a | Please provide details of your renewable energy target(s) and how the city plans to meet those targets. | 6 | Percentage renewable energy of total energy in base year | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 1505612 | Cities 2021 | 2021 | 57509 | Prefeitura de Niterói | Brazil | 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 | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1505613 | Cities 2021 | 2021 | 840926 | Prefeitura de Serra Talhada | Brazil | Latin America | 3. Adaptation | Adaptation Planning Process | 3.5 | Please explain how your city has addressed vulnerable groups through transformative action. | 0 | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 1505614 | Cities 2021 | 2021 | 69995 | Kemin kaupunki | Finland | Europe | 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 | 4 | Collecting plastic waste to utilization has been a problem in northern Finland and thus in Kemi area. In 2019 a local company started to collect plastic waste from both organizations and households which is a remarkable step in waste handling. In city organization sorting of waste has been developed and increased and processes have been documented on a property-by-property basis which eases operations. Cleaners are measuring the volumes of waste by counting waste bags until leveling of waste is enabled. By following the volumes we can adapt waste collection to proper level. | 01/20/2022 02:27:05 | |||
| 1505615 | Cities 2021 | 2021 | 50579 | City of Winnipeg, MB | Canada | 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. | 6 | Co-benefit area | 1 | Enhanced climate change adaptation | 01/20/2022 02:27:05 | |||
| 1505616 | 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. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 20 | IPPU > Product use | Question not applicable | 01/20/2022 02:27:05 | ||
| 1505617 | Cities 2021 | 2021 | 55325 | Município de Águeda | Portugal | 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 | 3 | Emergency Management | 01/20/2022 02:27:05 | |||
| 1505618 | Cities 2021 | 2021 | 842012 | City of Burlington, ON | Canada | North America | 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 | 7 | Meat (Beef, Pork, Chicken) protein sources | Question not applicable | 01/20/2022 02:27:05 | |||
| 1505619 | Cities 2021 | 2021 | 59572 | District of Saanich, BC | Canada | 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. | 4 | Boundary of assessment relative to city boundary (reported in 0.1) | 4 | Larger – covers the whole city and adjoining areas | 01/20/2022 02:27:05 | |||
| 1505620 | Cities 2021 | 2021 | 35872 | Municipality of Recife | Brazil | 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? | 2 | Provide more details on the update / revision process for your climate risk or vulnerability assessment | 1 | Update/revision process | Question not applicable | 01/20/2022 02:27:05 | ||
| 1505621 | Cities 2021 | 2021 | 843399 | Wandsworth 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. | 2 | Action title | 4 | Water conservation across the organisation | 01/20/2022 02:27:05 | |||
| 1505622 | Cities 2021 | 2021 | 49342 | City of Rochester, NY | 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) | 14 | Waste > Solid waste disposal | 01/20/2022 02:27:05 | |||
| 1505623 | Cities 2021 | 2021 | 834167 | Kochi Municipal Corporation | India | South and West 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. | 3 | Means of implementation | 5 | Infrastructure development | 01/20/2022 02:27:05 | |||
| 1505624 | Cities 2021 | 2021 | 59696 | City of Longmont, CO | 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 | 4 | Stationary energy > Industrial buildings & facilities | Question not applicable | 01/20/2022 02:27:05 | ||
| 1505625 | Cities 2021 | 2021 | 43926 | Stadt Mannheim | Germany | 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. | 6 | Select the initiatives related to this adaptation goal that your city has committed to | 4 | Declaring Climate Emergency | 01/20/2022 02:27:05 | |||
| 1505626 | Cities 2021 | 2021 | 834047 | Choma Municipal Council | Zambia | Africa | 2. Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0a | Please select the primary process or methodology used to undertake the risk and vulnerability assessment of your city. | 2 | Description | 1 | Risk assessment methodology | Question not applicable | 01/20/2022 02:27:05 | ||
| 1505627 | Cities 2021 | 2021 | 54116 | City of Dubuque, IA | 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. | 1 | Collaboration area | 2 | Energy | 01/20/2022 02:27:05 | |||
| 1505628 | Cities 2021 | 2021 | 35897 | Municipality of Campinas | 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. | 5 | Start year of action | 8 | 01/20/2022 02:27:05 | ||||
| 1505629 | Cities 2021 | 2021 | 44210 | Yeosu City | Republic of Korea | East Asia | 5. Emissions Reduction | Mitigation Target setting | 5.0b | Please provide details of your total fixed level target(s). | 4 | Explanation of boundary choice where the assessment boundary differs from the city boundary | 14 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1505630 | Cities 2021 | 2021 | 54305 | Rajkot Municipal Corporation | India | South and West Asia | 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 | 12 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1505631 | Cities 2021 | 2021 | 60400 | Municipalidad de Temuco | Chile | Latin America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.5 | Please attach your city-wide inventory in Excel or other spreadsheet format and provide additional details on the inventory calculation methods in the table below. | 5 | Global Warming Potential (select relevant IPCC Assessment Report) | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1505632 | Cities 2021 | 2021 | 31176 | Prefeitura do Rio de Janeiro | 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. | 16 | Majority funding source | 17 | Other, please specify: Regulation, costs in the private sector | 01/20/2022 02:27:05 | |||
| 1505633 | Cities 2021 | 2021 | 841491 | Muar Municipal Council | Malaysia | Southeast Asia and Oceania | 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. | 4 | Current magnitude of hazard | 6 | Medium High | 01/20/2022 02:27:05 | |||
| 1505634 | Cities 2021 | 2021 | 50673 | Município de Faro | Portugal | Europe | 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'. | 3 | Stage of project development | 2 | Pre-feasibility/impact assessment | 01/20/2022 02:27:05 | |||
| 1505635 | Cities 2021 | 2021 | 859089 | Satte City | Japan | East Asia | 2. Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0 | Has a climate change risk and vulnerability assessment been undertaken for your city? | 0 | 0 | 01/20/2022 02:27:05 | |||||
| 1505636 | Cities 2021 | 2021 | 36285 | Comune di Firenze | Italy | Europe | 5. Emissions Reduction | Mitigation Target setting | 5.0a | Please provide details of your total city-wide base year emissions reduction (absolute) target(s). In addition, you may add rows to provide details of your sector-specific targets, by providing the base year emissions specific to that target. | 3 | Boundary of target relative to city boundary (reported in 0.1) | 4 | Larger – covers the whole city and adjoining areas | 01/20/2022 02:27:05 | |||
| 1505637 | Cities 2021 | 2021 | 73755 | Legazpi City | Philippines | Southeast Asia and Oceania | 10. Transport | 10.11 | Please provide city-wide average air pollution metrics from the monitoring sites within your city for the most recent three years. | 3 | Average concentration for second most recent year available (ug/m3) | 7 | SO2 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1505638 | Cities 2021 | 2021 | 35897 | Municipality of Campinas | 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. | 10 | Comment | 27 | 01/20/2022 02:27:05 | ||||
| 1505639 | Cities 2021 | 2021 | 843399 | Wandsworth 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. | 4 | Implementation status | 13 | Pre-implementation | 01/20/2022 02:27:05 | |||
| 1505640 | Cities 2021 | 2021 | 826148 | Ayuntamiento de Puerto Vallarta | Mexico | Latin America | 8. Energy | 8.2 | For each type of renewable energy within the city boundary, please report the installed capacity (MW) and annual generation (MWh). | 3 | Year data applies to | 6 | Geothermal | 01/20/2022 02:27:05 | ||||
| 1505641 | Cities 2021 | 2021 | 58489 | Høje-Taastrup Kommune | Denmark | 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 | 4 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1505642 | Cities 2021 | 2021 | 55180 | City of Shizuoka | 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. | 20 | Role in the GCC program | 6 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1505643 | Cities 2021 | 2021 | 54518 | Helsingborgs stad | Sweden | Europe | 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 | 3 | Climate action target setting consultation | 01/20/2022 02:27:05 | |||
| 1505644 | Cities 2021 | 2021 | 59168 | Commune de Dioudoubou | Senegal | Africa | 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 | |||
| 1505645 | Cities 2021 | 2021 | 74563 | Town of Guilford, VT | United States of America | North America | 0. Introduction | City Details | 0.3 | Please provide information about your city’s Mayor or equivalent legal representative authority in the table below. | 2 | Leader name | 1 | Please complete | Richard Wizansky | 01/20/2022 02:27:05 | ||
| 1505646 | Cities 2021 | 2021 | 54478 | Gemeente Nijmegen | Netherlands | Europe | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6b | Please provide a summary of emissions by sector and scope as defined in the Global Protocol for Community Greenhouse Gas Emissions Inventories (GPC) in the table below. | 1 | Emissions (metric tonnes CO2e) | 11 | Industrial Processes and Product Use – Scope 1 (IV) | Question not applicable | 01/20/2022 02:27:05 | ||
| 1505647 | Cities 2021 | 2021 | 50551 | City of Long Beach, CA | 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. | 4 | Average concentration for third most recent year available (ug/m3) | 6 | O3 (Daily maximum 8 hour mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1505648 | Cities 2021 | 2021 | 834403 | Municipality of San Martín de los Andes | 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. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 14 | Waste > Solid waste disposal | 01/20/2022 02:27:05 | |||
| 1505649 | Cities 2021 | 2021 | 859141 | Takashima City | Japan | East Asia | 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 | 1 | Total fleet size | 01/20/2022 02:27:05 | ||||
| 1505650 | Cities 2021 | 2021 | 834196 | Miyoshi City | 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 | 5 | Incineration or other form of thermal treatment | 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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