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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 115051 | Cities 2021 | 2021 | 861779 | Järfälla kommun | Sweden | Europe | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.7 | If the submitted GHG inventory is baseline inventory for target setting, please provide the Baseline Synthesis Report and stakeholder consultation process and results to this inventory. | 3 | Data gap analysis report | 1 | Please complete | Question not applicable | 01/19/2022 02:30:06 | ||
| 115052 | Cities 2021 | 2021 | 43921 | Grad Zagreb | Croatia | Europe | 12. Food | 12.4 | How does your city increase access to sustainable foods? | 1 | Action implemented | 6 | Do you have programs/policies/regulations on food surplus - either food surplus recovery and redistribution, or food waste avoidance programs (i.e. Love Food/Hate Waste)? | Do not know | 01/19/2022 02:30:06 | |||
| 115053 | Cities 2021 | 2021 | 862705 | Comodoro Rivadavia | Argentina | 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. | 4 | Climate hazards factored into plan that addresses climate change adaptation | 1 | Storm and wind > Severe wind | 01/19/2022 02:30:06 | |||
| 115054 | Cities 2021 | 2021 | 73645 | KwaDukuza | South Africa | Africa | 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. | 12 | Please describe the impacts experienced so far, and how you expect the hazard to impact in the future | 3 | Over the past years, the municipal region has seen an increase in river flooding. This is particularly a threat to the agricultural industry. Agricultural land is projected to face an increased risk of flooding from rivers and some of this land may become unsuitable for the agricultural activities it is currently used for, resulting in reduced yields. This could also have a significant impact on businesses, which may sustain more direct flood damage to buildings and assets. | 01/19/2022 02:30:06 | |||
| 115055 | Cities 2021 | 2021 | 49334 | City of Richmond, VA | United States of America | 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. | 5 | Does this goal align with a requirement from a higher level of government? | 1 | No | 01/19/2022 02:30:06 | |||
| 115056 | 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. | 7 | Does the assessment identify vulnerable populations? | 3 | No | 01/19/2022 02:30:06 | |||
| 115057 | Cities 2021 | 2021 | 862924 | Leon Valley, TX | United States of America | North America | 8. Energy | 8.1 | Please indicate the source mix of electricity consumed in your city. | 5 | Hydro | 1 | Electricity source | 01/19/2022 02:30:06 | ||||
| 115058 | Cities 2021 | 2021 | 54518 | Helsingborgs stad | 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. | 4 | Implementation status | 3 | Operation | 01/19/2022 02:30:06 | |||
| 115059 | Cities 2021 | 2021 | 31090 | District of Columbia, DC | 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. | 1 | Number of private cars | 2 | Electric | 996 | Do not currently have any fleet data on transport network companies or customer drive carshares. For private passenger vehicles, we currently don't have the ability to distinguish between hybrid and PHEV.Figures for buses includes municipal fleet but excludes the regional transit network fleet. Freight vehicle data is for on-road heavy trucks, which include fire & ems trucks, dump trucks & plows, etc.Figures for freight are primarily refuse trucks, street/alley sweepers, tow trucks, plows, fire trucks, ambulances, etc. | 01/19/2022 02:30:06 | ||
| 115060 | Cities 2021 | 2021 | 826238 | Alcaldia de Mosquera | 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. | 4 | If you have no indirect emissions to report, please select a notation key to explain why | 28 | Generation of grid-supplied energy > Heat/cold generation | Question not applicable | 01/19/2022 02:30:06 | ||
| 115061 | Cities 2021 | 2021 | 859192 | Tokunoshima Town | Japan | East Asia | 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) | 7 | SO2 (Maximum 24-hour average) | Question not applicable | 01/19/2022 02:30:06 | |||
| 115062 | Cities 2021 | 2021 | 54327 | Semarang City Government | Indonesia | Southeast Asia and Oceania | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6f | Where it will facilitate a greater understanding of your city-wide emissions, please provide a breakdown of these emissions by end user (buildings, water, waste, transport), economic sector (residential, commercial, industrial, institutional), or any other classification system used in your city. | 3 | Scope | 0 | Question not applicable | 01/19/2022 02:30:06 | |||
| 115063 | Cities 2021 | 2021 | 31111 | Tokyo Metropolitan Government | Japan | East Asia | 12. Food | 12.0a | Report the tonnes per food group that are served and/or sold through the above mentioned programs. | 2 | Comment | 2 | Fruit | Standard amount of fruit for one meal=40g40gx4,400,000 meals=176t(Estimates based on Standard Composition of School Lunches (12y-14y)) | 01/19/2022 02:30:06 | |||
| 115064 | Cities 2021 | 2021 | 36501 | Comune di Prato | Italy | Europe | 8. Energy | 8.1 | Please indicate the source mix of electricity consumed in your city. | 14 | Year data applies to | 1 | Electricity source | 2019 | The data are National and they obtained by the National Electricity GSE report of 2018 | 01/19/2022 02:30:06 | ||
| 115065 | Cities 2021 | 2021 | 862614 | Municipio de Colima | Mexico | 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 | Food & agriculture | 01/19/2022 02:30:06 | |||
| 115066 | Cities 2021 | 2021 | 834324 | Nihonmatsu City | Japan | East Asia | 12. Food | 12.4 | How does your city increase access to sustainable foods? | 1 | Action implemented | 2 | Do you tax/ban higher carbon foods (meat, dairy, ultra-processed)? | Question not applicable | 01/19/2022 02:30:06 | |||
| 115067 | Cities 2021 | 2021 | 859085 | Sayama 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. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 2 | Stationary energy > Commercial buildings & facilities | Question not applicable | 01/19/2022 02:30:06 | ||
| 115068 | Cities 2021 | 2021 | 863436 | Stadt Thun | Switzerland | Europe | 12. Food | 12.6 | What percentage of your population is food insecure? | 2 | Comment | 1 | Population that is food insecure | Question not applicable | 01/19/2022 02:30:06 | |||
| 115069 | Cities 2021 | 2021 | 73413 | Commune de Cocody | Côte d'Ivoire | Africa | 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'. | 8 | Total cost of project | 5 | 709073860 | 01/19/2022 02:30:06 | |||
| 115070 | Cities 2021 | 2021 | 859253 | Mora kommun | Sweden | Europe | 13. Waste | 13.4 | What is the amount of solid waste being treated (tonnes/year) through the methods listed. | 1 | Tonnes/year | 7 | Sanitary landfill | Question not applicable | 01/19/2022 02:30:06 | |||
| 115071 | Cities 2021 | 2021 | 16581 | City of Seattle, WA | United States of America | North America | 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. | 15 | Comment | 1 | City-wide emissions | Question not applicable | 01/19/2022 02:30:06 | ||
| 115072 | Cities 2021 | 2021 | 50356 | Ayuntamiento de Morelia | Mexico | 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. | 12 | Please describe the impacts experienced so far, and how you expect the hazard to impact in the future | 2 | El fenómeno que se describe en esta sección es el de isla de calor urbana, el cual se define como: el exceso o aumento de temperatura frecuentemente observada en las zonas urbanas respecto a las zonas rurales o naturales, debido al cambio de uso de suelo y a las propiedades térmicas de los materiales de construcción usados en la ciudad. Los efectos más importantes son: el aumento de la temperatura, disminución en la calidad de vida (confot térmico), afectaciones en los ciclos de vida de plantas y animales, afectaciones a la salud humana (golpes de calor). | 01/19/2022 02:30:06 | |||
| 115073 | Cities 2021 | 2021 | 31009 | København Kommune | Denmark | 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) | 6 | Transportation – Scope 2 (II.X.2) | Question not applicable | 01/19/2022 02:30:06 | ||
| 115074 | 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. | 1 | Primary methodology | 1 | Risk assessment methodology | Question not applicable | 01/19/2022 02:30:06 | ||
| 115075 | Cities 2021 | 2021 | 859116 | Kitaaiki Village | Japan | East Asia | 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. | 1 | Most recent years available (select year) | 6 | O3 (Daily maximum 8 hour mean) | Question not applicable | 01/19/2022 02:30:06 | |||
| 115076 | Cities 2021 | 2021 | 863464 | Tilarán | 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. | 14 | Update/revision process in place for the Adaptation Plan | 1 | Question not applicable | 01/19/2022 02:30:06 | |||
| 115077 | Cities 2021 | 2021 | 831926 | Ramallah | State of Palestine | Middle East | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 5 | Means of implementation | 2 | Stakeholder engagement | 01/19/2022 02:30:06 | |||
| 115078 | Cities 2021 | 2021 | 36158 | Comune di Napoli | Italy | 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) | 27 | Generation of grid-supplied energy > CHP generation | 01/19/2022 02:30:06 | |||
| 115079 | Cities 2021 | 2021 | 848137 | Beteitiva | Colombia | 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) | 4 | PM10 (Maximum 24-hour average) | Question not applicable | 01/19/2022 02:30:06 | |||
| 115080 | Cities 2021 | 2021 | 848404 | Mongui | Colombia | 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. | 7 | Emission factor unit (numerator) | 39 | Question not applicable | 01/19/2022 02:30:06 | |||
| 115081 | Cities 2021 | 2021 | 32550 | City of Denver, CO | United States of America | North America | 8. Energy | 8.0a | Please provide details of your renewable energy target(s) and how the city plans to meet those targets. | 1 | Scale | 1 | Local government operations | 01/19/2022 02:30:06 | ||||
| 115082 | Cities 2021 | 2021 | 60398 | Municipalidad de Copiapó | 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. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 16 | Waste > Incineration and open burning | Question not applicable | 01/19/2022 02:30:06 | ||
| 115083 | Cities 2021 | 2021 | 31108 | City of Houston, TX | 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. | 4 | Identify the climate-related health issues faced by your city | 1 | Disruption to water, sanitation and wastewater services | 01/19/2022 02:30:06 | |||
| 115084 | Cities 2021 | 2021 | 862482 | San Pedro Garza García | Mexico | Latin America | 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 | 4 | Clothing and textiles | Question not applicable | 01/19/2022 02:30:06 | ||
| 115085 | Cities 2021 | 2021 | 31175 | Ville de Paris | France | 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. | 17 | Total cost provided by the majority funding source (currency) | 5 | https://cdn.paris.fr/paris/2020/01/09/1253320023851dec2f8506f83cfe5289.pdfAnnual report 2019 Paris Climate Action PlanFinancial amounts expressed in euros | 01/19/2022 02:30:06 | |||
| 115086 | Cities 2021 | 2021 | 59563 | City of Takoma Park, MD | United States of America | North America | 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. | 1 | Sector | 0 | Question not applicable | 01/19/2022 02:30:06 | |||
| 115087 | Cities 2021 | 2021 | 58871 | City of Salem, MA | United States of America | North America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 6 | Most relevant assets / services affected overall | 3 | Water supply & sanitation | 01/19/2022 02:30:06 | |||
| 115088 | Cities 2021 | 2021 | 35862 | City of Detroit, MI | United States of America | North America | 8. Energy | 8.4 | Please report the following energy access related information for your city. | 4 | Average unit price of electricity (Currency unit as specified in 0.4/MWh) | 1 | Energy access | 01/19/2022 02:30:06 | ||||
| 115089 | Cities 2021 | 2021 | 32480 | City of Adelaide | Australia | 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. | 6 | Most relevant assets / services affected overall | 2 | Land use planning | 01/19/2022 02:30:06 | |||
| 115090 | Cities 2021 | 2021 | 848259 | Mongua | Colombia | Latin America | 12. Food | 12.4 | How does your city increase access to sustainable foods? | 1 | Action implemented | 4 | Do you use regulatory mechanisms that limit the sale of higher carbon foods (meat, dairy, ultra-processed)? | Question not applicable | 01/19/2022 02:30:06 | |||
| 115091 | 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 | 74 | Building and Infrastructure | 01/19/2022 02:30:06 | |||
| 115092 | Cities 2021 | 2021 | 827048 | Zhenjiang Municipal People's Government | China | East Asia | 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. | 4 | Climate hazards factored into plan that addresses climate change adaptation | 4 | Biological hazards > Water-borne disease | 01/19/2022 02:30:06 | |||
| 115093 | Cities 2021 | 2021 | 50375 | Ayuntamiento de Chihuahua | Mexico | Latin America | 14. Water Security | Water Supply Management | 14.4a | Please provide more information on your city’s public Water Resource Management strategy. | 3 | Web link | 0 | 01/19/2022 02:30:06 | ||||
| 115094 | Cities 2021 | 2021 | 850383 | Prefeitura de Cocal do Sul | 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 | 13 | Total Transport | Question not applicable | 01/19/2022 02:30:06 | ||
| 115095 | Cities 2021 | 2021 | 55415 | City of Columbia, SC | United States of America | North America | 10. Transport | 10.7 | How many public access EV charging points do you have in your city and/or metropolitan area for the following types. | 3 | Comment | 1 | Rapid 43 kw and above | Question not applicable | 01/19/2022 02:30:06 | |||
| 115096 | Cities 2021 | 2021 | 859089 | Satte City | Japan | East Asia | 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. | 6 | Frequency of measurements (e.g. hourly, daily) | 6 | O3 (Daily maximum 8 hour mean) | Question not applicable | 01/19/2022 02:30:06 | |||
| 115097 | Cities 2021 | 2021 | 50373 | Municipalidad de Rosario | Argentina | 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 | 4 | Children & youth | 01/19/2022 02:30:06 | |||
| 115098 | Cities 2021 | 2021 | 841980 | Karsiyaka Municipality | Turkey | Europe | 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 | 2 | Electric | 01/19/2022 02:30:06 | ||||
| 115099 | 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. | 10 | Has your local government assessed the synergies, trade-offs, and co-benefits, if any, of the main mitigation and adaptation actions you identified? | 2 | Yes | 01/19/2022 02:30:06 | |||
| 115100 | Cities 2021 | 2021 | 35860 | City of Dallas, TX | United States of America | North America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.3 | Is your city facing risks to public health or health systems associated with climate change? | 0 | 0 | Yes | 01/19/2022 02:30:06 |
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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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