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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 120251 | Cities 2021 | 2021 | 862814 | South-East Region of Ireland (Kilkenny, Carlow, Wexford, and Waterford Counties) | Ireland | Europe | 13. Waste | 13.5 | Please provide a waste composition analysis | 0 | 0 | Question not applicable | 01/20/2022 02:27:05 | |||||
| 120252 | Cities 2021 | 2021 | 43970 | Alcaldía Distrital de Barranquilla | 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. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 19 | IPPU > Industrial process | Question not applicable | 01/20/2022 02:27:05 | ||
| 120253 | Cities 2021 | 2021 | 863412 | City of Tumwater, WA | United States of America | North America | 8. Energy | 8.1a | Please indicate the source mix of thermal energy (heating and cooling) consumed in your city. | 10 | Total consumption (MWh) | 1 | Thermal energy consumption | 01/20/2022 02:27:05 | ||||
| 120254 | Cities 2021 | 2021 | 834301 | Municipality of San Antonio de Areco | 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. | 12 | Action description and implementation progress | 14 | Promover el recambio de luminarias aLED en todos los comercios. Sefomentará a través del Centro deComercio y se certificará con losInformes Electromecánicos que loscomercios presenten. Se incentivará arealizarlo proponiendo una reducción en la tasa de Seguridad e Higiene.Meta: Lograr para el 2023 que todoslos comercios de la localidadtengan luminarias LED.Recambio de 2000 luminariasLED en los comercios por añohasta lograr la totalidad. | 01/20/2022 02:27:05 | |||
| 120255 | Cities 2021 | 2021 | 58668 | City of New Bedford, MA | 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. | 7 | Where can the data be accessed? | 4 | PM10 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 120256 | Cities 2021 | 2021 | 863205 | Gorontalo Regency | Indonesia | Southeast Asia and Oceania | 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 | 0 | 01/20/2022 02:27:05 | ||||
| 120257 | Cities 2021 | 2021 | 848474 | Richmond Council | United Kingdom of Great Britain and Northern Ireland | 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) | 5 | Transportation – Scope 1 (II.X.1) | 145759.33 | 01/20/2022 02:27:05 | ||
| 120258 | Cities 2021 | 2021 | 841964 | City of Hallandale Beach, FL | 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. | 6 | Percentage renewable energy of total energy in base year | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 120259 | Cities 2021 | 2021 | 58621 | Town of Blacksburg, VA | 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 | 5 | Persons living in sub-standard housing | 01/20/2022 02:27:05 | |||
| 120260 | Cities 2021 | 2021 | 834047 | Choma Municipal Council | Zambia | Africa | 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) | 3 | PM10 (1 year (annual) mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 120261 | Cities 2021 | 2021 | 834139 | Gangdong-gu District of Seoul | Republic of Korea | East Asia | 4. City-wide Emissions | GCoM Emission Factor and Activity Data | 4.14a | Please provide a summary of emissions factors and activity data used in your inventory. | 3 | Fuel type or activity | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 120262 | Cities 2021 | 2021 | 60236 | Trelleborgs kommun | Sweden | Europe | 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 | |||
| 120263 | Cities 2021 | 2021 | 35858 | City of Cape Town | South Africa | 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. | 22 | Aim of the engagement activities | 2 | Question not applicable | 01/20/2022 02:27:05 | |||
| 120264 | Cities 2021 | 2021 | 43938 | The Executive Council, Govt of Dubai | United Arab Emirates | Middle East | 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 | 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)? | The Food Bank was set up and collects all unwanted but still safe food. A lot of effort has been made to minimise bulk losses in food items at the import points to Dubai which is a global logistics' hub resulting from improved inspection and handling and finding alternative uses for spoiled foods such as using it as animal feed. This has results in a 90% decrease of food wastage at the ports. | 01/20/2022 02:27:05 | |||
| 120265 | Cities 2021 | 2021 | 73676 | Umhlathuze | South Africa | Africa | 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 | 2 | Stationary energy > Commercial buildings & facilities | Question not applicable | 01/20/2022 02:27:05 | ||
| 120266 | Cities 2021 | 2021 | 60142 | City of Kisumu | Kenya | Africa | 1. Governance and Data Management | Governance | 1.0 | Please detail sustainability goals and targets (e.g. GHG reductions) that are incorporated into your city’s master plan and describe how these are addressed in the table below. | 1 | Sustainability goals and targets | 1 | Waste management targets | 01/20/2022 02:27:05 | |||
| 120267 | Cities 2021 | 2021 | 847236 | Ramona | 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. | 1 | Emissions (metric tonnes CO2e) | 1 | Stationary Energy: energy use – Scope 1 (I.X.1) | Question not applicable | 01/20/2022 02:27:05 | ||
| 120268 | Cities 2021 | 2021 | 840030 | Reconquista | 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. | 20 | Role in the GCC program | 3 | Question not applicable | 01/20/2022 02:27:05 | |||
| 120269 | Cities 2021 | 2021 | 840926 | Prefeitura de Serra Talhada | Brazil | Latin America | 7. Local Government Emissions | Local Government Operations GHG Emissions Data | 7.6 | Please provide total (Scope 1 + Scope 2) GHG emissions for your local government operations, in metric tonnes CO2e. | 1 | Total Scope 1 + Scope 2 emissions (metric tonnes CO2e) | 1 | Local government emissions breakdown | Question not applicable | 01/20/2022 02:27:05 | ||
| 120270 | Cities 2021 | 2021 | 859059 | Kamifurano Town | Japan | East Asia | 12. Food | 12.1 | What is the per capita meat and dairy consumption (kg/yr) in your city? | 4 | Comment | 1 | Meat consumption per capita (kg/year) | Question not applicable | 01/20/2022 02:27:05 | |||
| 120271 | Cities 2021 | 2021 | 50392 | Prefeitura de Vitória | 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. | 1 | Direct emissions (metric tonnes CO2e) | 5 | Stationary energy > Agriculture | 01/20/2022 02:27:05 | |||
| 120272 | Cities 2021 | 2021 | 54354 | City Government of Makati | Philippines | Southeast Asia and Oceania | 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. | 1 | Source | 1 | Municipal vehicle fleet | 01/20/2022 02:27:05 | |||
| 120273 | Cities 2021 | 2021 | 50401 | City of Madison, WI | 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 | 2 | Question not applicable | 01/20/2022 02:27:05 | |||
| 120274 | Cities 2021 | 2021 | 60385 | Alcaldía de Villavicencio | Colombia | 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. | 6 | Co-benefit area | 11 | Resource conservation (e.g. soil, water) | 01/20/2022 02:27:05 | |||
| 120275 | Cities 2021 | 2021 | 49367 | Freetown City | Sierra Leone | Africa | 8. Energy | 8.3a | Please provide details on your city’s energy efficiency targets. | 6 | Total energy consumed/produced covered by target in target year (in unit specified in column 2) | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 120276 | Cities 2021 | 2021 | 840927 | Prefeitura de São Cristóvão | Brazil | Latin America | 10. Transport | 10.4 | Provide information on GHG emissions from the transport sector. | 2 | Inventory year (numerical year) | 5 | Passenger Transport: Taxi/TNC | Question not applicable | 01/20/2022 02:27:05 | |||
| 120277 | Cities 2021 | 2021 | 859064 | Town of Shihoro | Japan | East Asia | 8. Energy | 8.3a | Please provide details on your city’s energy efficiency targets. | 10 | Please indicate to which energy sector(s) the target applies (Multiple choice) | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 120278 | Cities 2021 | 2021 | 49346 | City of Allentown, PA | 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 | 24 | AFOLU > Other AFOLU | Question not applicable | 01/20/2022 02:27:05 | ||
| 120279 | Cities 2021 | 2021 | 50572 | City of Saint Paul, MN | 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. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 26 | Generation of grid-supplied energy > Electricity-only generation | 01/20/2022 02:27:05 | |||
| 120280 | Cities 2021 | 2021 | 54341 | Toyama 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. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 18 | Total Waste | 01/20/2022 02:27:05 | |||
| 120281 | Cities 2021 | 2021 | 73802 | Crespo | Argentina | Latin 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 | 1 | Other, please specify: Energía, Transporte y Residuos | 01/20/2022 02:27:05 | |||
| 120282 | Cities 2021 | 2021 | 73724 | Arteaga | 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. | 4 | Implementation status | 7 | Pre-feasibility study | 01/20/2022 02:27:05 | |||
| 120283 | Cities 2021 | 2021 | 845131 | Prefeitura de Dois Irmãos | Brazil | 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. | 1 | Emissions (metric tonnes CO2e) | 15 | TOTAL Scope 3 emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 120284 | Cities 2021 | 2021 | 859147 | Town of Yosano | 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. | 1 | Direct emissions (metric tonnes CO2e) | 9 | Transportation > Rail | Question not applicable | 01/20/2022 02:27:05 | ||
| 120285 | Cities 2021 | 2021 | 859142 | Fukuchiyama City | Japan | East Asia | 12. Food | 12.1 | What is the per capita meat and dairy consumption (kg/yr) in your city? | 2 | Year data applies to | 2 | Dairy consumption per capita (kg/year) | Question not applicable | 01/20/2022 02:27:05 | |||
| 120286 | Cities 2021 | 2021 | 59985 | City of Puerto Princesa | Philippines | 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. | 3 | Current probability of hazard | 1 | Low | 01/20/2022 02:27:05 | |||
| 120287 | Cities 2021 | 2021 | 840269 | Town of Whitby, ON | Canada | North America | 6. Opportunities | Collaboration | 6.2a | Please provide some key examples of how your city collaborates with business and/or industries in the table below. | 1 | Collaboration area | 2 | Energy | 01/20/2022 02:27:05 | |||
| 120288 | Cities 2021 | 2021 | 54388 | Iskandar Regional Development Authority | Malaysia | Southeast Asia and Oceania | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 5 | Social impact of hazard overall | 1 | Increased incidence and prevalence of disease and illness | 01/20/2022 02:27:05 | |||
| 120289 | Cities 2021 | 2021 | 31164 | Ho Chi Minh City | Viet Nam | 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. | 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 | ||
| 120290 | Cities 2021 | 2021 | 840024 | Perth and Kinross | United Kingdom of Great Britain and Northern Ireland | Europe | 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. | 3 | Web link | 1 | 01/20/2022 02:27:05 | ||||
| 120291 | Cities 2021 | 2021 | 826237 | Alcaldia de Madrid | Colombia | Latin America | 10. Transport | 10.3 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 5 | Number of taxis | 1 | Total fleet size | 01/20/2022 02:27:05 | ||||
| 120292 | Cities 2021 | 2021 | 859114 | Saku City | Japan | 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 | 2 | Do you tax/ban higher carbon foods (meat, dairy, ultra-processed)? | Question not applicable | 01/20/2022 02:27:05 | |||
| 120293 | Cities 2021 | 2021 | 827048 | Zhenjiang Municipal People's Government | China | 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 | 10 | Stakeholder engagement | 01/20/2022 02:27:05 | |||
| 120294 | Cities 2021 | 2021 | 54510 | Umeå kommun | Sweden | Europe | 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)? | 1 | Response | 1 | Monitoring & Evaluation (M&E) system | Question not applicable | 01/20/2022 02:27:05 | ||
| 120295 | Cities 2021 | 2021 | 859081 | City of Sakuragawa | Japan | East Asia | 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 | 0 | 01/20/2022 02:27:05 | ||||
| 120296 | Cities 2021 | 2021 | 35268 | City of Boston, MA | 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 | 3 | Spatial Planning | 01/20/2022 02:27:05 | |||
| 120297 | Cities 2021 | 2021 | 54082 | City of Hollywood, FL | 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. | 14 | Total cost of the project | 8 | 01/20/2022 02:27:05 | ||||
| 120298 | 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. | 5 | Start year of action | 11 | 01/20/2022 02:27:05 | ||||
| 120299 | Cities 2021 | 2021 | 832002 | Municipalidad de Quepos | 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. | 6 | Emission factor value | 16 | Question not applicable | 01/20/2022 02:27:05 | |||
| 120300 | Cities 2021 | 2021 | 50578 | City of Windsor, ON | Canada | North America | 4. City-wide Emissions | GCoM Emission Factor and Activity Data | 4.14 | State if the emissions factors and activity data used to calculate your cities emissions are accessible within the attached emissions inventory in question 4.5. If so, please describe where these are located within the attached inventory. | 1 | Emissions factors and activity data accessibility | 1 | Emissions factors and Activity Data Reported | Emissions factors and activity data are accessible within the attached inventory in question 4.5 | 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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