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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122701 | Cities 2021 | 2021 | 54360 | Shah Alam City Council | Malaysia | 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. | 5 | Areas covered by action plan | 2 | ICT (Information and Communication Technology) | 01/20/2022 02:27:05 | |||
| 122702 | Cities 2021 | 2021 | 31172 | Mexico City | Mexico | Latin America | 10. Transport | 10.2 | What is the mode share of each transport mode in your city for freight transport? | 2 | Comment | 1 | Motorcycle/Two-wheeler | No se cuenta con información | Respecto al porcentaje que equivale motocicletas, ferroviario y vías navegables no se cuenta con información. El resto de los porcentajes se calcularon con el número de flota de los vehículos de carga. | 01/20/2022 02:27:05 | ||
| 122703 | Cities 2021 | 2021 | 42178 | Distrito Metropolitano de Quito | Ecuador | Latin America | 14. Water Security | Water Supply Management | 14.4a | Please provide more information on your city’s public Water Resource Management strategy. | 2 | Year of adoption from local government | 1 | 2018 | 01/20/2022 02:27:05 | |||
| 122704 | Cities 2021 | 2021 | 826209 | Aipromades Lago de Chapala | Mexico | Latin America | 0. Introduction | 0.1 | Please give a general description and introduction to your city including your city’s reporting boundary in the table below. | 2 | Description of city | 1 | Please complete | El territorio que comprende el quehacer de la Asociación Intermunicipal para la Protección del Medio Ambiente y Desarrollo Sustentable del Lago de Chapala está integrado por 16 municipios de Jalisco, todos ellos forman parte de una unidad de planeación ambiental cuyo vértice es la cuenca del Lago de Chapala, el lago más importante de México y del cual depende, hasta en un 60% el abastecimiento de agua de la Zona Metropolitana de Guadalajara (6 millones de habitantes, aproximadamente).En la región existen zonas industriales, turísticas, agropecuarias y una zona metropolitana,contamos con tres Áreas Naturales Protegidas de carácter estatal, un Sitio Ramsar, una Región Terrestre Prioritaria y un Área de Importancia para la Conservación de las Aves, todo lo anterior por ser hábitat de flora y fauna endémicas de Jalisco y México y por la importancia de sus servicios ecosistémicos a las comunidades ribereñas.Asimismo, dentro del territorio existen comunidades indígenas y ejidos, y la comunidad más grande de ciudadanos norteamericanos fuera de Estados Unidos, y la concentración más grande de extranjeros viviendo en México. | 01/20/2022 02:27:05 | |||
| 122705 | Cities 2021 | 2021 | 859161 | Akaiwa City | Japan | East Asia | 7. Local Government Emissions | Local Government Operations GHG Emissions Data | 7.7b | Please explain why you do not measure your local government Scope 3 emissions and detail your plans to do so in the future, if any. | 1 | Reason | 1 | Please explain | Question not applicable | 01/20/2022 02:27:05 | ||
| 122706 | Cities 2021 | 2021 | 831999 | Concejo Municipal de Distrito de Monte Verde | Costa Rica | Latin America | 13. Waste | 13.6 | Does your city have any of the following initiatives, policies and/or regulations. | 1 | Response | 4 | Target(s) on reducing food waste to disposal (landfill and incineration) | Question not applicable | 01/20/2022 02:27:05 | |||
| 122707 | Cities 2021 | 2021 | 50673 | Município de Faro | Portugal | Europe | 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 | 4 | Whole grains | Question not applicable | 01/20/2022 02:27:05 | |||
| 122708 | Cities 2021 | 2021 | 859071 | Yahaba Town | Japan | East Asia | 13. Waste | 13.6 | Does your city have any of the following initiatives, policies and/or regulations. | 1 | Response | 5 | Target(s) on the reuse of construction and demolition waste | Question not applicable | 01/20/2022 02:27:05 | |||
| 122709 | Cities 2021 | 2021 | 863397 | Ville de Delémont | Switzerland | 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 | 2 | Infrastructure development | 01/20/2022 02:27:05 | |||
| 122710 | Cities 2021 | 2021 | 862945 | Nueva Concepción | Guatemala | 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'. | 1 | Project area | 0 | 01/20/2022 02:27:05 | ||||
| 122711 | Cities 2021 | 2021 | 35755 | Village of Kadiovacik | Turkey | Europe | 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 | 2 | Municipal | Question not applicable | 01/20/2022 02:27:05 | |||
| 122712 | Cities 2021 | 2021 | 50794 | Prefeitura Municipal de Caieiras | Brazil | Latin America | 12. Food | 12.4 | How does your city increase access to sustainable foods? | 2 | Please provide details and/or links to more information about the actions your city is taking to increase access to sustainable foods | 2 | Do you tax/ban higher carbon foods (meat, dairy, ultra-processed)? | Question not applicable | 01/20/2022 02:27:05 | |||
| 122713 | Cities 2021 | 2021 | 848474 | Richmond Council | United Kingdom of Great Britain and Northern Ireland | Europe | 5. Emissions Reduction | Mitigation Target setting | 5.0b | Please provide details of your total fixed level target(s). | 11 | Is this target considered to be your cities most ambitious target? | 3 | Yes | 01/20/2022 02:27:05 | |||
| 122714 | Cities 2021 | 2021 | 54488 | Trondheim kommune | Norway | 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. | 4 | If you have no indirect emissions to report, please select a notation key to explain why | 13 | Total Transport | 01/20/2022 02:27:05 | |||
| 122715 | Cities 2021 | 2021 | 55800 | City of Cambridge, 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. | 13 | Description of the stakeholder engagement processes | 1 | The City and The Portcommunity leaders engaged with stakeholdersand residents in defining a shared mission anddeveloping this plan. Various community-based organizations includingfaith-based organizations, social service providers,and youth leaders have participated in severalfocus groups. These stakeholders learned about climate change projections and the potentialimpacts. In turn, they informed the City aboutthe neighborhood’s needs, priorities, resources,and strategic ideas. Community sessions andparticipation in neighborhood events haveprovided further opportunities to learn and share.The engagement process, which included residentsand community leaders directly from the start(Spring 2018), provided for mutual learning aboutpast, present, and potential future climate-relatedimpacts to the neighborhood.In concert with this effort, the Cambridge PublicHealth Department (CPHD) initiated a project with residents and youth in The Port. Teens inthe Mayor’s Summer Arts Program learned aboutthe relationship between climate change anpublic health. Working with CPHD, they createda video featuring interviews with residents aboutthese issues in the Port.5 The video, along with acompanion workshop guide, is available for localcommunity organizations to use as they furtherengage residents in protecting themselves andtheir neighbors. | 01/20/2022 02:27:05 | |||
| 122716 | Cities 2021 | 2021 | 73755 | Legazpi City | 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). | 4 | Comment | 1 | Solar PV | 01/20/2022 02:27:05 | ||||
| 122717 | Cities 2021 | 2021 | 59996 | Batangas City | Philippines | Southeast Asia and Oceania | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6c | Please provide a breakdown of your GHG emissions by scope. Where values are not available, please use the comment field to indicate the reason why. | 4 | Level of confidence | 1 | City-wide emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 122718 | Cities 2021 | 2021 | 845307 | Zarcero | Costa Rica | 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'. | 1 | Project area | 2 | Waste management | 01/20/2022 02:27:05 | |||
| 122719 | Cities 2021 | 2021 | 840030 | Reconquista | Argentina | 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. | 6 | Please select which additional sectors are included in the inventory | 1 | Industrial process and/or product use | 01/20/2022 02:27:05 | |||
| 122720 | Cities 2021 | 2021 | 73295 | City of La Crosse, WI | United States of America | North America | 3. Adaptation | Adaptation Planning Process | 3.4 | Does your local/regional government apply a Monitoring and Evaluation (M&E) system for monitoring the implementation of adaptation goals and targets as part of the climate adaptation plan (or integrated climate action plan)? | 2 | Description of Monitoring and Evaluation (M&E) system applied | 1 | Monitoring & Evaluation (M&E) system | Question not applicable | 01/20/2022 02:27:05 | ||
| 122721 | Cities 2021 | 2021 | 35886 | Comune di Torino | 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. | 23 | Attach reference document | 6 | Question not applicable | 01/20/2022 02:27:05 | |||
| 122722 | Cities 2021 | 2021 | 59644 | City of Culver City, CA | United States of America | North 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. | 4 | Emission factor source | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 122723 | Cities 2021 | 2021 | 840024 | Perth and Kinross | United Kingdom of Great Britain and Northern Ireland | Europe | 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 | 4 | Land use planning | 01/20/2022 02:27:05 | |||
| 122724 | Cities 2021 | 2021 | 35912 | Surat 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. | 11 | Co-benefit area | 41 | Disaster Risk Reduction | 01/20/2022 02:27:05 | |||
| 122725 | Cities 2021 | 2021 | 49342 | City of Rochester, NY | 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. | 1 | Emissions (metric tonnes CO2e) | 3 | Stationary Energy: energy use – Scope 3 (I.X.3) | Question not applicable | 01/20/2022 02:27:05 | ||
| 122726 | Cities 2021 | 2021 | 60205 | Commune Bizerte | Tunisia | Africa | 6. Opportunities | Collaboration | 6.2a | Please provide some key examples of how your city collaborates with business and/or industries in the table below. | 3 | Description of collaboration | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 122727 | Cities 2021 | 2021 | 73701 | San Carlos Sud | Argentina | 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 | ||
| 122728 | Cities 2021 | 2021 | 31169 | Government of Hong Kong Special Administrative Region | China, Hong Kong Special Administrative Region | 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. | 3 | Action title | 15 | Coastal Hazards Study | 01/20/2022 02:27:05 | |||
| 122729 | Cities 2021 | 2021 | 36277 | Comune di Cosenza | Italy | Europe | 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. | 2 | Indicate if this factor either supports or challenges the ability to adapt | 2 | Challenges | 01/20/2022 02:27:05 | |||
| 122730 | Cities 2021 | 2021 | 46473 | Ayuntamiento de Zaragoza | Spain | Europe | 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 | |||
| 122731 | Cities 2021 | 2021 | 50540 | City of Albuquerque, NM | United States of America | North America | 8. Energy | 8.5 | How many households within the municipal boundary face energy poverty? Please select the threshold used for energy poverty in your city. | 2 | Threshold used for energy poverty | 1 | Energy Poverty | Question not applicable | 01/20/2022 02:27:05 | |||
| 122732 | Cities 2021 | 2021 | 59958 | Tweed Shire Council | Australia | Southeast Asia and Oceania | 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. | 3 | Level of degree to which factor challenges/supports the adaptive capacity of your city | 2 | Significantly challenges | 01/20/2022 02:27:05 | |||
| 122733 | Cities 2021 | 2021 | 73692 | Mount Barker District Council | Australia | Southeast Asia and Oceania | 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) | 12 | Agriculture, Forestry and Land Use – Scope 1 (V) | Question not applicable | 01/20/2022 02:27:05 | ||
| 122734 | Cities 2021 | 2021 | 863205 | Gorontalo Regency | Indonesia | 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 | 2 | Electric | 01/20/2022 02:27:05 | ||||
| 122735 | Cities 2021 | 2021 | 54113 | City of Flagstaff, AZ | 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. | 11 | Co-benefit area | 4 | 01/20/2022 02:27:05 | ||||
| 122736 | Cities 2021 | 2021 | 54075 | City of Lakewood, CO | 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. | 20 | Role in the GCC program | 13 | Question not applicable | 01/20/2022 02:27:05 | |||
| 122737 | Cities 2021 | 2021 | 73666 | Cuyahoga County, OH | United States of America | North America | 10. Transport | 10.4 | Provide information on GHG emissions from the transport sector. | 1 | GHG emissions (tonne CO2e) | 2 | Passenger Transport: Public Transport (bus) | Question not applicable | 01/20/2022 02:27:05 | |||
| 122738 | Cities 2021 | 2021 | 862573 | Regional District of Central Kootenay, BC | 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. | 1 | Direct emissions (metric tonnes CO2e) | 3 | Stationary energy > Institutional buildings & facilities | Question not applicable | 01/20/2022 02:27:05 | ||
| 122739 | Cities 2021 | 2021 | 73692 | Mount Barker District Council | Australia | 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 | 1 | 1.4 GL treated watewater annually | 01/20/2022 02:27:05 | |||
| 122740 | Cities 2021 | 2021 | 839970 | San Justo (Argentina) | Argentina | Latin 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 | |||
| 122741 | Cities 2021 | 2021 | 848937 | Rio das Flores | Brazil | Latin America | 12. Food | 12.6 | What percentage of your population is food insecure? | 2 | Comment | 1 | Population that is food insecure | Question not applicable | 01/20/2022 02:27:05 | |||
| 122742 | Cities 2021 | 2021 | 850538 | Prefeitura de Treze Tílias | Brazil | Latin 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 | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 122743 | Cities 2021 | 2021 | 55801 | City of West Palm Beach, FL | United States of America | North 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. | 3 | Level of degree to which factor challenges/supports the adaptive capacity of your city | 2 | Significantly supports | 01/20/2022 02:27:05 | |||
| 122744 | Cities 2021 | 2021 | 44185 | Suwon City | Republic of Korea | East Asia | 12. Food | 12.4 | How does your city increase access to sustainable foods? | 2 | Please provide details and/or links to more information about the actions your city is taking to increase access to sustainable foods | 3 | Do you use regulatory mechanisms that limit advertising of higher carbon foods (meat, dairy, ultra-processed)? | Question not applicable | 01/20/2022 02:27:05 | |||
| 122745 | Cities 2021 | 2021 | 74672 | Bursa Nilüfer 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. | 22 | Aim of the engagement activities | 1 | 01/20/2022 02:27:05 | ||||
| 122746 | Cities 2021 | 2021 | 54537 | Sunderland City Council | United Kingdom of Great Britain and Northern Ireland | 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. | 14 | Select the initiatives that this target contributes towards | 1 | Global Covenant of Mayors for Climate & Energy | 01/20/2022 02:27:05 | |||
| 122747 | Cities 2021 | 2021 | 55166 | City of Tsukuba | Japan | East Asia | 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. | 9 | Please explain | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 122748 | Cities 2021 | 2021 | 35885 | Tel Aviv-Yafo Municipality | Israel | Middle East | 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. | 9 | Future change in intensity | 4 | Increasing | 01/20/2022 02:27:05 | |||
| 122749 | Cities 2021 | 2021 | 73413 | Commune de Cocody | Côte d'Ivoire | Africa | 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 | 1 | International (ODA) | 01/20/2022 02:27:05 | |||
| 122750 | Cities 2021 | 2021 | 58569 | City of Podgorica | Montenegro | Europe | 1. Governance and Data Management | Governance | 1.3 | Please list the key development challenges, barriers and opportunities within the GCC Program. | 1 | Type | 0 | Question not applicable | 01/20/2022 02:27:05 |
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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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