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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1516401 | Cities 2021 | 2021 | 834256 | Municipality of La Antigua Guatemala | Guatemala | 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 | 3 | Persons living in sub-standard housing | 01/20/2022 02:27:05 | |||
| 1516402 | Cities 2021 | 2021 | 43921 | Grad Zagreb | Croatia | 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. | 2 | Climate hazards that adaptation goal addresses | 4 | Flood and sea level rise > Groundwater flood | 01/20/2022 02:27:05 | |||
| 1516403 | Cities 2021 | 2021 | 845307 | Zarcero | 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 | 3 | Residential | Question not applicable | 01/20/2022 02:27:05 | |||
| 1516404 | Cities 2021 | 2021 | 840201 | City of Columbus, IN | 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. | 8 | Who owns the data? | 4 | PM10 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1516405 | Cities 2021 | 2021 | 859057 | Kyowa Town | Japan | East Asia | 10. Transport | 10.1 | What is the mode share of each transport mode in your city for passenger transport? | 7 | Taxis or shared vehicles (i.e. for hire vehicles) | 1 | Please complete | Question not applicable | 01/20/2022 02:27:05 | |||
| 1516406 | Cities 2021 | 2021 | 50357 | Ciudad de Mendoza | 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. | 9 | Renewable energy production (MWh) | 14 | 01/20/2022 02:27:05 | ||||
| 1516407 | Cities 2021 | 2021 | 74563 | Town of Guilford, VT | 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 | 1 | 01/20/2022 02:27:05 | ||||
| 1516408 | Cities 2021 | 2021 | 60216 | Växjö 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. | 8 | Energy savings (MWh) | 8 | 01/20/2022 02:27:05 | ||||
| 1516409 | Cities 2021 | 2021 | 55169 | City of Miyakojima | Japan | East Asia | 2. Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0c | Please explain why your city does not have a climate risk and vulnerability assessment. | 2 | Comment | 1 | Please explain | Question not applicable | 01/20/2022 02:27:05 | ||
| 1516410 | Cities 2021 | 2021 | 848978 | Floresta | Colombia | Latin America | 1. Governance and Data Management | Governance | 1.4 | Please list the stakeholder engagement activities for each relevant stakeholder group. | 3 | Name of the engagement activities | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1516411 | Cities 2021 | 2021 | 859122 | Shinano Town | Japan | East Asia | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 1 | Stationary energy > Residential buildings | Question not applicable | 01/20/2022 02:27:05 | ||
| 1516412 | Cities 2021 | 2021 | 60273 | Prefeitura de Extrema | Brazil | Latin America | 10. Transport | 10.2 | What is the mode share of each transport mode in your city for freight transport? | 1 | Mode share | 5 | Rail | Question not applicable | 01/20/2022 02:27:05 | |||
| 1516413 | Cities 2021 | 2021 | 54622 | Prefeitura da Estância Turística de ITU | Brazil | Latin America | 10. Transport | 10.4 | Provide information on GHG emissions from the transport sector. | 3 | Comment | 3 | Passenger Transport: Public Transport (LRT/MRT/Railway) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1516414 | Cities 2021 | 2021 | 43930 | Gemeente Den Haag | Netherlands | 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. | 1 | Opportunity | 3 | Development of waste management-sector | 01/20/2022 02:27:05 | |||
| 1516415 | Cities 2021 | 2021 | 840945 | Prefeitura de Santa Bárbara | Brazil | Latin America | 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 | 452 | 01/20/2022 02:27:05 | |||
| 1516416 | Cities 2021 | 2021 | 50650 | City of Gibraltar | Gibraltar | 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. | 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 | 18 | Total Waste | 01/20/2022 02:27:05 | |||
| 1516417 | Cities 2021 | 2021 | 834403 | Municipality of San Martín de los Andes | Argentina | 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. | 8 | Who owns the data? | 3 | PM10 (1 year (annual) mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1516418 | Cities 2021 | 2021 | 74401 | City of Encinitas, CA | United States of America | North America | 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. | 4 | Emissions (metric tonnes CO2e) | 4 | 113556 | 01/20/2022 02:27:05 | |||
| 1516419 | Cities 2021 | 2021 | 50374 | Alcaldia Distrital de Cartagena de Indias | Colombia | 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. | 11 | Co-benefit area | 6 | Shift to more sustainable behaviours | El ahorro energético se expresará en TEP (Toneladas equivalentes de Petróleo) | 01/20/2022 02:27:05 | ||
| 1516420 | Cities 2021 | 2021 | 35874 | City of Phoenix, AZ | United States of America | North 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. | 3 | Estimated magnitude of potential impact | 2 | Serious | 01/20/2022 02:27:05 | |||
| 1516421 | Cities 2021 | 2021 | 50370 | Municipalidad de Tampico | 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. | 7 | Please identify which vulnerable populations are affected | 6 | Elderly | 01/20/2022 02:27:05 | |||
| 1516422 | Cities 2021 | 2021 | 850468 | Prefeitura de Passo de Torres | Brazil | Latin America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 5 | Social impact of hazard overall | 2 | Increased incidence and prevalence of disease and illness | 01/20/2022 02:27:05 | |||
| 1516423 | Cities 2021 | 2021 | 859140 | Konan 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. | 1 | Number of private cars | 2 | Electric | 01/20/2022 02:27:05 | ||||
| 1516424 | Cities 2021 | 2021 | 44077 | Kampala City | Uganda | Africa | 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 | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1516425 | Cities 2021 | 2021 | 863238 | Stadt St.Gallen | Switzerland | Europe | 10. Transport | 10.2 | What is the mode share of each transport mode in your city for freight transport? | 2 | Comment | 2 | Light Goods vehicles (LGV) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1516426 | Cities 2021 | 2021 | 859184 | Nagomi Town | Japan | East Asia | 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. | 5 | Emissions (tonnes CO2e) | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1516427 | Cities 2021 | 2021 | 54111 | City of Iowa City, IA | 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 | 5 | Improved resource efficiency (e.g. food, water, energy) | 01/20/2022 02:27:05 | |||
| 1516428 | Cities 2021 | 2021 | 838937 | Mersin Metropolitan Municipality | Turkey | Europe | 11. Urban Planning | 11.1 | Report the total population living within 500m of a mass transit station, with mass transit defined as any Bus Rapid Transit (BRT), light rail, other rail-based transit modes or frequent bus services (average of five times an hour from 7 a.m. to 9 p.m. on a weekday). | 1 | Population | 1 | Total population living within 500m of a mass transit station | Question not applicable | 01/20/2022 02:27:05 | |||
| 1516429 | Cities 2021 | 2021 | 50359 | Gobierno Municipal de León de los Aldamas | Mexico | Latin America | 8. Energy | 8.1a | Please indicate the source mix of thermal energy (heating and cooling) consumed in your city. | 12 | What scale is the thermal energy mix data | 1 | Thermal energy consumption | Other, please specify | 01/20/2022 02:27:05 | |||
| 1516430 | Cities 2021 | 2021 | 859141 | Takashima City | Japan | East Asia | 5. Emissions Reduction | Mitigation Target setting | 5.2 | Is your city-wide emissions reduction target(s) conditional on the success of an externality or component of policy outside of your control? | 0 | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 1516431 | Cities 2021 | 2021 | 50578 | City of Windsor, ON | 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. | 1 | Climate hazards | 5 | Biological hazards > Vector-borne disease | 01/20/2022 02:27:05 | |||
| 1516432 | Cities 2021 | 2021 | 43910 | City of Columbus, OH | 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. | 7 | Base year emissions (metric tonnes CO2e) | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1516433 | Cities 2021 | 2021 | 54327 | Semarang City Government | Indonesia | Southeast Asia and Oceania | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 12 | Transportation > Off-road | Question not applicable | 01/20/2022 02:27:05 | ||
| 1516434 | Cities 2021 | 2021 | 35859 | City of Cleveland, 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. | 2 | If you have no direct emissions to report, please select a notation key to explain why | 2 | Stationary energy > Commercial buildings & facilities | 01/20/2022 02:27:05 | |||
| 1516435 | Cities 2021 | 2021 | 13113 | Newcastle City Council | United Kingdom of Great Britain and Northern Ireland | Europe | 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. | 10 | Completeness of data (%) | 1 | PM2.5 (1 year (annual) mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1516436 | 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. | 3 | Means of implementation | 27 | 01/20/2022 02:27:05 | ||||
| 1516437 | Cities 2021 | 2021 | 863407 | Town of Durham, NH | 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. | 1 | Most recent years available (select year) | 2 | PM2.5 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1516438 | Cities 2021 | 2021 | 73695 | Uranga | Argentina | Latin America | 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. | 2 | Fuel | 4 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1516439 | Cities 2021 | 2021 | 54537 | Sunderland City Council | United Kingdom of Great Britain and Northern Ireland | Europe | 8. Energy | 8.0a | Please provide details of your renewable energy target(s) and how the city plans to meet those targets. | 11 | Comment | 1 | Sunderland City Council recognises the importance of renewable energy supply to reducing carbon emissions and the consequent threat of climate change. Due to this, we have signed the UK100 Pledge, committing us to 100% clean energy by 2050. We hope to have an estimate of percentage achieved in the future. | 01/20/2022 02:27:05 | ||||
| 1516440 | Cities 2021 | 2021 | 31182 | City of San Francisco, CA | 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 | The City and County of San Francisco’s Hazards and Climate Resilience Plan (“HCR”) is a combined hazard mitigation and climate adaptation plan. It serves as the City’s action plan for reducing the impacts of hazards that have long been a part of life in San Francisco, such as earthquakes and landslides, and hazards that are becoming more frequent and severe due to climate change, including flooding, drought, and extreme heat. To maintain this momentum and to build on previous hazard mitigation planning successes, the Office of Resilience and Capital Planning (“ORCP”) and Department of Emergency Management (“DEM”) will continue to convene the Planning Team once per year as a primary method of monitoring, evaluating, and updating the HCR. ORCP will send out the Planning Team Annual Review Questionnaire to evaluate the planning process, hazard analysis, capability assessment, vulnerability and consequences analysis, and mitigation strategies. ORCP will compile responses and share feedback during the annual meeting. As part of the annual review process, agencies and departments will fill out the HCR Plan Action Progress Report for the strategies for which they are the lead department. This Progress Report requests information on progress in implementing the mitigation strategy, any changes in scope, identified impediments, and potential approaches for resolving impediments. ORCP will compile, summarize, and share the results of the Progress Reports with the Interim Planning Team at the annual meeting. The Planning Team will then decide if the HCR needs to be updated in less than the five years set by the Stafford actThe forthcoming Climate Action Plan will also be accompanied by a monitoring and evaluation process. | 01/20/2022 02:27:05 | ||
| 1516441 | Cities 2021 | 2021 | 54478 | Gemeente Nijmegen | Netherlands | Europe | 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 | 2 | Solar thermal | 01/20/2022 02:27:05 | ||||
| 1516442 | Cities 2021 | 2021 | 31182 | City of San Francisco, 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) | 23 | AFOLU > Land use | 01/20/2022 02:27:05 | |||
| 1516443 | Cities 2021 | 2021 | 69822 | Kristianstads kommun | Sweden | Europe | 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 | 5 | Infrastructure development | 01/20/2022 02:27:05 | |||
| 1516444 | Cities 2021 | 2021 | 31166 | Jakarta City Government | Indonesia | 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. | 20 | Role in the GCC program | 12 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1516445 | Cities 2021 | 2021 | 1093 | City of Atlanta, GA | 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. | 3 | Sectors/areas covered by plan that addresses climate change adaptation | 1 | Public Health and Safety | 01/20/2022 02:27:05 | |||
| 1516446 | Cities 2021 | 2021 | 54144 | City of Yarra | Australia | 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. | 6 | Frequency of measurements (e.g. hourly, daily) | 1 | PM2.5 (1 year (annual) mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1516447 | Cities 2021 | 2021 | 54461 | Gemeente Groningen | Netherlands | 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? | 4 | Please provide more details and/or link to more information about the energy efficiency target. | 3 | Residential | Question not applicable | 01/20/2022 02:27:05 | |||
| 1516448 | Cities 2021 | 2021 | 54519 | Lunds kommun | Sweden | 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. | 1 | Direct emissions (metric tonnes CO2e) | 5 | Stationary energy > Agriculture | 820 | 01/20/2022 02:27:05 | ||
| 1516449 | 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. | 21 | Name of the engagement activities | 21 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1516450 | Cities 2021 | 2021 | 859134 | Tobishima Village | 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. | 8 | Total renewable energy covered by target in target year (based on target type specified in column 3) | 0 | 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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