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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1494551 | Cities 2021 | 2021 | 54085 | City of Savannah, GA | 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. | 6 | Frequency of measurements (e.g. hourly, daily) | 6 | O3 (Daily maximum 8 hour mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1494552 | Cities 2021 | 2021 | 862768 | Vallentuna kommun | Sweden | Europe | 10. Transport | 10.3 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 2 | Number of buses | 1 | Total fleet size | 0 | 01/20/2022 02:27:05 | |||
| 1494553 | Cities 2021 | 2021 | 850424 | Prefeitura de Itapoá | Brazil | Latin America | 10. Transport | 10.0 | Do you have mode share information available to report for the following transport types? | 0 | 0 | Passenger transport | 01/20/2022 02:27:05 | |||||
| 1494554 | Cities 2021 | 2021 | 14344 | City of Park City, UT | United States of America | North America | 5. Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 3 | Means of implementation | 16 | Infrastructure development | 01/20/2022 02:27:05 | |||
| 1494555 | Cities 2021 | 2021 | 60142 | City of Kisumu | Kenya | Africa | 6. Opportunities | Finance and Economic Opportunities | 6.6 | Has your city tested their climate actions through pilot/demonstration projects? | 2 | Description of project and weblink | 1 | Tested by city government | Construction of a biotechnology center https://www.kisumu.go.ke/how-kisumu-is-responding-to-climate-change/ | 01/20/2022 02:27:05 | ||
| 1494556 | Cities 2021 | 2021 | 73725 | Guaminí | Argentina | Latin America | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 7 | Sectors/areas adaptation action applies to | 5 | Public Health and Safety | 01/20/2022 02:27:05 | |||
| 1494557 | Cities 2021 | 2021 | 848476 | Municipalidad de Cañas | Costa Rica | Latin America | 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. | 6 | Year target was set | 1 | 2020 | 01/20/2022 02:27:05 | |||
| 1494558 | Cities 2021 | 2021 | 841964 | City of Hallandale Beach, FL | 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. | 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 | 16 | Waste > Incineration and open burning | NO | 01/20/2022 02:27:05 | ||
| 1494559 | Cities 2021 | 2021 | 73712 | Camilo Aldao | Argentina | Latin America | 5. Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 7 | Estimated emissions reduction (metric tonnes CO2e) | 12 | 9.29 | 01/20/2022 02:27:05 | |||
| 1494560 | Cities 2021 | 2021 | 11315 | City of Manchester | 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. | 22 | Aim of the engagement activities | 11 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1494561 | Cities 2021 | 2021 | 859094 | Katsushika 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. | 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 | 13 | Total Transport | Question not applicable | 01/20/2022 02:27:05 | ||
| 1494562 | Cities 2021 | 2021 | 50396 | Prefeitura Municipal de Santos | 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. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 5 | Stationary energy > Agriculture | Question not applicable | 01/20/2022 02:27:05 | ||
| 1494563 | Cities 2021 | 2021 | 3429 | Stockholms stad | Sweden | 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). | 4 | Comment | 3 | Hydro power | Not occuring | 01/20/2022 02:27:05 | |||
| 1494564 | Cities 2021 | 2021 | 839649 | Ayuntamiento de Centro | Mexico | Latin 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. | 2 | Where data is not available, please explain why | 17 | TOTAL BASIC+ emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 1494565 | 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 | 50 | Enhanced climate change adaptation | 01/20/2022 02:27:05 | |||
| 1494566 | Cities 2021 | 2021 | 840935 | Prefeitura de Brasiléia | Brazil | 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? | 2 | Please provide more details and/or link to more information about the emission reduction target. | 3 | Residential | Question not applicable | 01/20/2022 02:27:05 | |||
| 1494567 | Cities 2021 | 2021 | 58357 | City of West Hollywood, CA | United States of America | North America | 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 | The utility providers are responsible for adjusting water rates and providing reduction incentives. The City has an active public information program to encourage water conservation. It has created several public service announcements, planted an ocean-friendly drought tolerant demonstration garden, hosted California-friendly and turf removal landscape classes, and is exploring the possibility of a zero net water policy. | 01/20/2022 02:27:05 | |||
| 1494568 | Cities 2021 | 2021 | 74401 | City of Encinitas, CA | 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. | 2 | Action title | 1 | BE-3 Adopt Higher Energy Efficiency Standards for Commercial Buildings | 01/20/2022 02:27:05 | |||
| 1494569 | Cities 2021 | 2021 | 50211 | Tbilisi City | Georgia | 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. | 6 | End year of action | 4 | 01/20/2022 02:27:05 | ||||
| 1494570 | Cities 2021 | 2021 | 848474 | Richmond Council | United Kingdom of Great Britain and Northern Ireland | Europe | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1c | Have you compiled information related to climate risk, vulnerabilities, and adaptive capacities into a baseline synthesis report? | 2 | Provide details on, and attach your baseline synthesis report | 1 | Baseline synthesis report | Question not applicable | 01/20/2022 02:27:05 | ||
| 1494571 | Cities 2021 | 2021 | 43940 | Malmö 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. | 18 | Web link to action website | 13 | https://www.pmalmo.se/contentassets/7e3eda32e49e4a40a53b64df372df02d/21-0020_p_malmo_arsredovisning_2020_low.pdf | 01/20/2022 02:27:05 | |||
| 1494572 | Cities 2021 | 2021 | 55379 | Santa Fé Ciudad | 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. | 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 | 3 | Stationary energy > Institutional buildings & facilities | 01/20/2022 02:27:05 | |||
| 1494573 | Cities 2021 | 2021 | 841003 | Ayuntamiento de Apodaca | Mexico | Latin America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 30 | Total Generation of grid-supplied energy | Question not applicable | 01/20/2022 02:27:05 | ||
| 1494574 | Cities 2021 | 2021 | 49327 | City of Providence, RI | 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. | 7 | Please identify which vulnerable populations are affected | 3 | Unemployed persons | 01/20/2022 02:27:05 | |||
| 1494575 | Cities 2021 | 2021 | 859097 | Yamato 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. | 10 | Completeness of data (%) | 3 | PM10 (1 year (annual) mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1494576 | Cities 2021 | 2021 | 859139 | Minamiise Town | Japan | 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. | 3 | Sectors/areas covered by plan that addresses climate change adaptation | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1494577 | Cities 2021 | 2021 | 60105 | Kirklees Council | United Kingdom of Great Britain and Northern Ireland | Europe | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6d | Where it will facilitate a greater understanding of your city-wide emissions, please provide a breakdown of these emissions by IPCC sector in the table below. | 5 | Comment | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1494578 | Cities 2021 | 2021 | 859060 | Shosanbetsu Village | Japan | East Asia | 5. Emissions Reduction | Mitigation Target setting | 5.0b | Please provide details of your total fixed level target(s). | 10 | Percentage of target achieved so far | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1494579 | Cities 2021 | 2021 | 60423 | Municipalidad de la Ciudad de Neuquén | 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. | 21 | Name of the engagement activities | 7 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1494580 | Cities 2021 | 2021 | 848568 | Metropolitan Council, Twin Cities | 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. | 4 | Number of freight vehicles | 1 | Total fleet size | 01/20/2022 02:27:05 | ||||
| 1494581 | Cities 2021 | 2021 | 55324 | Município de Guimarães | Portugal | 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 | 10 | Supports | 01/20/2022 02:27:05 | |||
| 1494582 | Cities 2021 | 2021 | 54461 | Gemeente Groningen | Netherlands | Europe | 8. Energy | 8.3a | Please provide details on your city’s energy efficiency targets. | 3 | Base year | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 1494583 | Cities 2021 | 2021 | 53921 | City of Tempe, AZ | United States of America | North America | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 7 | Sectors/areas adaptation action applies to | 6 | Industry | 01/20/2022 02:27:05 | |||
| 1494584 | Cities 2021 | 2021 | 69822 | Kristianstads kommun | Sweden | 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 | 1 | Food and agriculture | 01/20/2022 02:27:05 | |||
| 1494585 | Cities 2021 | 2021 | 827048 | Zhenjiang Municipal People's Government | China | East Asia | 5. Emissions Reduction | Mitigation Target setting | 5.0c | Please provide details of your total city-wide base year intensity target. An intensity target is usually measured per capita or per unit GDP. If you have an absolute emissions reduction target, please select “Base year emissions (absolute) target” in question 5.0. | 3 | Boundary of target relative to city boundary (reported in 0.1) | 1 | Same (city-wide) – covers entire city and nothing else | 01/20/2022 02:27:05 | |||
| 1494586 | Cities 2021 | 2021 | 54354 | City Government of Makati | Philippines | Southeast Asia and Oceania | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 6 | Co-benefit area | 19 | Improved public health | 01/20/2022 02:27:05 | |||
| 1494587 | Cities 2021 | 2021 | 73725 | Guaminí | Argentina | Latin 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. | 2 | Where data is not available, please explain why | 12 | Agriculture, Forestry and Land Use – Scope 1 (V) | Question not applicable | 01/20/2022 02:27:05 | ||
| 1494588 | Cities 2021 | 2021 | 840153 | Municipality of Santa Catarina | Mexico | Latin America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 6 | If you have no emissions occurring outside the city boundary to report as a result of in-city activities, please select a notation key to explain why | 19 | IPPU > Industrial process | Question not applicable | 01/20/2022 02:27:05 | ||
| 1494589 | Cities 2021 | 2021 | 51079 | Guatemala City | 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. | 6 | Most relevant assets / services affected overall | 5 | Society / community & culture | 01/20/2022 02:27:05 | |||
| 1494590 | Cities 2021 | 2021 | 859112 | Omachi City | Japan | East Asia | 12. Food | 12.1 | What is the per capita meat and dairy consumption (kg/yr) in your city? | 3 | Is your city calculating emissions associated with this consumption? | 2 | Dairy consumption per capita (kg/year) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1494591 | Cities 2021 | 2021 | 50401 | City of Madison, WI | United States of America | North America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 1 | Direct emissions (metric tonnes CO2e) | 20 | IPPU > Product use | Question not applicable | 01/20/2022 02:27:05 | ||
| 1494592 | Cities 2021 | 2021 | 845307 | Zarcero | Costa Rica | 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) | 26 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1494593 | Cities 2021 | 2021 | 31113 | City of Yokohama | 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. | 4 | If you have no indirect emissions to report, please select a notation key to explain why | 19 | IPPU > Industrial process | 01/20/2022 02:27:05 | |||
| 1494594 | Cities 2021 | 2021 | 859172 | Asakura City | Japan | East Asia | 8. Energy | 8.3a | Please provide details on your city’s energy efficiency targets. | 7 | Percentage of energy efficiency improvement in target year compared to base year levels | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 1494595 | Cities 2021 | 2021 | 74594 | City of Boynton Beach, FL | 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. | 1 | Number of charging points | 1 | Rapid 43 kw and above | Question not applicable | 01/20/2022 02:27:05 | |||
| 1494596 | Cities 2021 | 2021 | 834256 | Municipality of La Antigua Guatemala | Guatemala | Latin America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 2 | If you have no direct emissions to report, please select a notation key to explain why | 29 | Generation of grid-supplied energy > Local renewable generation | Question not applicable | 01/20/2022 02:27:05 | ||
| 1494597 | Cities 2021 | 2021 | 31114 | City of Sydney | Australia | Southeast Asia and Oceania | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 6 | Co-benefit area | 1 | Improved public health | 01/20/2022 02:27:05 | |||
| 1494598 | Cities 2021 | 2021 | 74401 | City of Encinitas, CA | United States of America | North America | 5. Emissions Reduction | Mitigation Target setting | 5.0b | Please provide details of your total fixed level target(s). | 2 | Where sources differ from the inventory, identify and explain these additions / exclusions | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1494599 | Cities 2021 | 2021 | 49346 | City of Allentown, PA | United States of America | 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 | 3 | Dairy foods | Question not applicable | 01/20/2022 02:27:05 | |||
| 1494600 | Cities 2021 | 2021 | 840178 | Michuhol-gu District of Incheon | Republic of Korea | East Asia | 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 |
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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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