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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 157301 | Cities 2021 | 2021 | 54328 | City of Niigata | 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) | 24 | AFOLU > Other AFOLU | 01/20/2022 02:27:05 | |||
| 157302 | Cities 2021 | 2021 | 840070 | Somerset West and Taunton | 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. | 6 | Frequency of measurements (e.g. hourly, daily) | 1 | PM2.5 (1 year (annual) mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 157303 | Cities 2021 | 2021 | 60391 | Municipalidad de San Borja | Peru | 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) | 4 | Stationary energy > Industrial buildings & facilities | 01/20/2022 02:27:05 | |||
| 157304 | Cities 2021 | 2021 | 54633 | Prefeitura de Lorena | Brazil | 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. | 2 | Action title | 1 | Projeto de Recuperação de nascente no Parque Ecológico do Taboão | 01/20/2022 02:27:05 | |||
| 157305 | Cities 2021 | 2021 | 73635 | Metepec | Mexico | Latin America | 10. Transport | 10.1 | What is the mode share of each transport mode in your city for passenger transport? | 1 | Private motorized transport | 1 | Please complete | Question not applicable | 01/20/2022 02:27:05 | |||
| 157306 | Cities 2021 | 2021 | 827048 | Zhenjiang Municipal People's Government | China | East Asia | 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 | Other, please specify | 01/20/2022 02:27:05 | |||
| 157307 | Cities 2021 | 2021 | 70261 | Alcaldia de Floridablanca | 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 | 8 | Transportation > On-road | Question not applicable | 01/20/2022 02:27:05 | ||
| 157308 | Cities 2021 | 2021 | 36158 | Comune di Napoli | Italy | Europe | 12. Food | 12.4 | How does your city increase access to sustainable foods? | 1 | Action implemented | 3 | Do you use regulatory mechanisms that limit advertising of higher carbon foods (meat, dairy, ultra-processed)? | No | 01/20/2022 02:27:05 | |||
| 157309 | Cities 2021 | 2021 | 50792 | Commune de Monaco | Monaco | 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. | 2 | If you have no direct emissions to report, please select a notation key to explain why | 28 | Generation of grid-supplied energy > Heat/cold generation | Question not applicable | 01/20/2022 02:27:05 | ||
| 157310 | 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. | 5 | Start year of action | 17 | 01/20/2022 02:27:05 | ||||
| 157311 | Cities 2021 | 2021 | 43914 | City of Charlotte, NC | 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 | 10 | Transportation > Waterborne navigation | 01/20/2022 02:27:05 | |||
| 157312 | Cities 2021 | 2021 | 31151 | Stadt Basel | Switzerland | Europe | 5. Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 17 | Total cost provided by the majority funding source (currency) | 7 | 01/20/2022 02:27:05 | ||||
| 157313 | Cities 2021 | 2021 | 68375 | Prefeitura de Abaetetuba | Brazil | Latin America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.9 | Does your city have a consumption-based inventory to measure emissions from consumption of goods and services by your residents? | 2 | Provide an overview and attach your consumption-based inventory if relevant | 1 | Please complete | Question not applicable | 01/20/2022 02:27:05 | ||
| 157314 | Cities 2021 | 2021 | 827048 | Zhenjiang Municipal People's Government | China | East Asia | 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 | 19 | Persons with chronic diseases | 01/20/2022 02:27:05 | |||
| 157315 | Cities 2021 | 2021 | 848122 | Alajuela | Costa Rica | Latin America | 1. Governance and Data Management | Governance | 1.4 | Please list the stakeholder engagement activities for each relevant stakeholder group. | 4 | Aim of the engagement activities | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 157316 | Cities 2021 | 2021 | 50678 | Município de Évora | Portugal | 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. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 24 | AFOLU > Other AFOLU | 01/20/2022 02:27:05 | |||
| 157317 | Cities 2021 | 2021 | 55181 | City of Matsuyama | Japan | East Asia | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 8 | Action description and implementation progress | 1 | 市内全域 | 01/20/2022 02:27:05 | |||
| 157318 | Cities 2021 | 2021 | 862659 | Comune di Segrate | Italy | 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. | 6 | Frequency of measurements (e.g. hourly, daily) | 5 | NO2 (1 year (annual) mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 157319 | Cities 2021 | 2021 | 863397 | Ville de Delémont | Switzerland | Europe | 5. Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 12 | Action description and implementation progress | 3 | idem mesure "Règlement des constructions" ci-dessus et mise en place de plans spéciaux d'aménagement pour les quartiers. Imposition de labels de construction et de gestion durable: Sites à 2000 Watts et SEED pour tous les nouveaux quartiers. -Ecoquartier"Gros Seuc": réalisation partielle, certifié Site à 2000 Watts- Ecoquartier "Arquebusiers": projet en cours, certification SEED- Ecoquartier "Gare sud": avant-projet, certification SEED | 01/20/2022 02:27:05 | |||
| 157320 | Cities 2021 | 2021 | 31108 | City of Houston, TX | 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. | 22 | Aim of the engagement activities | 6 | Question not applicable | 01/20/2022 02:27:05 | |||
| 157321 | 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. | 6 | Co-benefit area | 6 | Improved access to data for informed decision-making | 01/20/2022 02:27:05 | |||
| 157322 | Cities 2021 | 2021 | 60399 | Municipalidad de Miraflores | Peru | 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. | 1 | Mitigation action | 2 | Waste > Recycling or composting collections and/or facilities | 01/20/2022 02:27:05 | |||
| 157323 | Cities 2021 | 2021 | 859138 | Shima 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) | 28 | Generation of grid-supplied energy > Heat/cold generation | Question not applicable | 01/20/2022 02:27:05 | ||
| 157324 | Cities 2021 | 2021 | 852466 | South Gloucestershire Council | United Kingdom of Great Britain and Northern Ireland | Europe | 10. Transport | 10.4 | Provide information on GHG emissions from the transport sector. | 3 | Comment | 1 | Passenger Transport: Private cars | Question not applicable | 01/20/2022 02:27:05 | |||
| 157325 | Cities 2021 | 2021 | 55379 | Santa Fé Ciudad | 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. | 11 | Co-benefit area | 17 | 01/20/2022 02:27:05 | ||||
| 157326 | Cities 2021 | 2021 | 73802 | Crespo | 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. | 2 | Action | 1 | Hazard resistant infrastructure design and construction | 01/20/2022 02:27:05 | |||
| 157327 | Cities 2021 | 2021 | 31153 | Bundeshauptstadt Berlin | Germany | 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. | 20 | Role in the GCC program | 4 | Question not applicable | 01/20/2022 02:27:05 | |||
| 157328 | Cities 2021 | 2021 | 54066 | City of Fort Collins, CO | 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) | 11 | Transportation > Aviation | 01/20/2022 02:27:05 | |||
| 157329 | Cities 2021 | 2021 | 36286 | Comune di Ferrara | 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. | 22 | Aim of the engagement activities | 29 | 01/20/2022 02:27:05 | ||||
| 157330 | Cities 2021 | 2021 | 60638 | Walvis Bay Municipality | Namibia | 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 | 5 | Stationary energy > Agriculture | Question not applicable | 01/20/2022 02:27:05 | ||
| 157331 | Cities 2021 | 2021 | 859127 | Kikugawa City | 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. | 13 | Finance status | 9 | 01/20/2022 02:27:05 | ||||
| 157332 | Cities 2021 | 2021 | 50713 | Chuncheon City | Republic of Korea | East Asia | 10. Transport | 10.6 | Do you have a loading / unloading Restricted Zone for Logistics? If yes, please provide more detail about the Restricted zone. | 1 | Response | 1 | Please complete | Question not applicable | 01/20/2022 02:27:05 | |||
| 157333 | Cities 2021 | 2021 | 74670 | Antalya Metropolitan Municipality | Turkey | Europe | 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 | 4 | 01/20/2022 02:27:05 | ||||
| 157334 | Cities 2021 | 2021 | 35862 | City of Detroit, MI | United States of America | North America | 5. Emissions Reduction | Mitigation Target setting | 5.0b | Please provide details of your total fixed level target(s). | 1 | Sector | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 157335 | Cities 2021 | 2021 | 59545 | City of Charlottesville, VA | 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. | 3 | Average concentration for second most recent year available (ug/m3) | 7 | SO2 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 157336 | Cities 2021 | 2021 | 50549 | City of Fort Worth, TX | 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. | 6 | Co-benefit area | 2 | Disaster Risk Reduction | 01/20/2022 02:27:05 | |||
| 157337 | Cities 2021 | 2021 | 35872 | Municipality of Recife | Brazil | Latin America | 5. Emissions Reduction | Mitigation Target setting | 5.0b | Please provide details of your total fixed level target(s). | 11 | Is this target considered to be your cities most ambitious target? | 1 | Yes | 01/20/2022 02:27:05 | |||
| 157338 | Cities 2021 | 2021 | 11315 | City of Manchester | United Kingdom of Great Britain and Northern Ireland | 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) | 26 | Generation of grid-supplied energy > Electricity-only generation | 01/20/2022 02:27:05 | |||
| 157339 | Cities 2021 | 2021 | 54687 | Prefeitura Municipal de São José dos Campos | Brazil | 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. | 11 | Total cost of the project (currency) | 6 | 01/20/2022 02:27:05 | ||||
| 157340 | Cities 2021 | 2021 | 35993 | Singapore Government | Singapore | Southeast Asia and Oceania | 13. Waste | 13.0 | What is the annual solid waste generation in your city? | 3 | Please describe the methodology used to calculate the annual solid waste generation in your city | 1 | Please complete | Amount of waste generation is calculated through the summation of amount of waste disposed of and amount of waste recycled. Amount of waste disposed of is based on data from weigh bridges at the incineration plants, while amount of waste recycled is based on trade statistics and figures reported by recyclers. | 01/20/2022 02:27:05 | |||
| 157341 | Cities 2021 | 2021 | 54492 | Bergen kommune | Norway | Europe | 4. City-wide Emissions | Historical emissions inventories | 4.13 | Please provide details on any historical, base year or recalculated city-wide emissions inventories your city has, in order to allow assessment of targets in the table below. | 8 | Web link | 7 | 01/20/2022 02:27:05 | ||||
| 157342 | Cities 2021 | 2021 | 50572 | City of Saint Paul, MN | United States of America | 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. | 6 | Primary author of assessment | 1 | Dedicated city team | 01/20/2022 02:27:05 | |||
| 157343 | Cities 2021 | 2021 | 859074 | Tagajo City | 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. | 1 | Mitigation action | 13 | Private Transport > Improve fuel economy and reduce CO2 from motorized vehicles | 01/20/2022 02:27:05 | |||
| 157344 | Cities 2021 | 2021 | 50562 | City of Chula Vista, CA | 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. | 8 | Comment | 3 | Hybrid | For the City Fleet, I have included all vehicle classes into this number including light duty (up to 10,000 lbs), medium duty (10,000 to 19,500 lbs) and heavy duty (greater than 19,500 lbs). If you want data broken down more or are just interested in light duty, please let me know as I can do that. | 01/20/2022 02:27:05 | |||
| 157345 | Cities 2021 | 2021 | 840521 | City of Denizli | Turkey | 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. | 1 | Adaptation goal | 10 | Reduction of water consumption | 01/20/2022 02:27:05 | |||
| 157346 | Cities 2021 | 2021 | 859065 | Nakasatsunai Village | Japan | East Asia | 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 | |||
| 157347 | Cities 2021 | 2021 | 51079 | Guatemala City | Guatemala | 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) | 1 | Question not applicable | 01/20/2022 02:27:05 | |||
| 157348 | Cities 2021 | 2021 | 60277 | Prefeitura de Ilhabela | Brazil | Latin America | 13. Waste | 13.0 | What is the annual solid waste generation in your city? | 2 | Year data applies to | 1 | Please complete | 2020 | 01/20/2022 02:27:05 | |||
| 157349 | Cities 2021 | 2021 | 74539 | City of Oberlin, OH | United States of America | North America | 5. Emissions Reduction | Mitigation Planning | 5.5a | Please attach your city’s climate change mitigation plan below. If your city has both mitigation and energy access plans, please make sure to attach all relevant documents below. | 7 | If the city boundary is different from the plan boundary, please explain why and any areas/other cities excluded or included | 1 | 01/20/2022 02:27:05 | ||||
| 157350 | Cities 2021 | 2021 | 31157 | City of Delhi | India | South and West Asia | 5. Emissions Reduction | Mitigation Planning | 5.5a | Please attach your city’s climate change mitigation plan below. If your city has both mitigation and energy access plans, please make sure to attach all relevant documents below. | 6 | Boundary of plan relative to city boundary (reported in 0.1) | 0 | 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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