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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1495551 | Cities 2021 | 2021 | 50359 | Gobierno Municipal de León de los Aldamas | Mexico | Latin America | 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 | 2 | Adaptation targets | Como sabemos el cambio climático va relacionado directa o indirectamente a la actividad humana, por lo que se presentan en diferentes estudios y análisis de la nación sobre el comportamiento, efectos y emisiones precursoras al cambio climático. El sector energético es la principal fuente de emisión de GEI en México, por sus quemas de combustibles fósiles. Por ello se han implementado diversas metas e iniciativas para combatir la reducción de consumos de energía provenientes fuentes fósiles. Acciones que el Municipio de León ha impulsado para su financiamiento y que a su vez forman parte de las medidas de mitigación del Programa Municipal de Cambio Climático de León (PMCCL), con eso se logra beneficiar a la ciudadanía en general generando beneficios como mejor iluminación, seguridad pública y sobre todo la reducción de GEI provenientes de este sector. | 01/20/2022 02:27:05 | ||
| 1495552 | Cities 2021 | 2021 | 834167 | Kochi Municipal Corporation | India | South and West Asia | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 4 | Status of action | 1 | Pre-feasibility study/impact assessment | 01/20/2022 02:27:05 | |||
| 1495553 | Cities 2021 | 2021 | 37241 | City of Berkeley, CA | 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. | 5 | Areas covered by action plan | 1 | Transport (Mobility) | 01/20/2022 02:27:05 | |||
| 1495554 | Cities 2021 | 2021 | 35904 | Kolkata Metropolitan Area | India | South and West Asia | 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? | 1 | Response | 1 | Please complete | In progress | 01/20/2022 02:27:05 | ||
| 1495555 | Cities 2021 | 2021 | 68373 | Prefeitura de Pedreira | Brazil | Latin America | 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. | 3 | Scope | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1495556 | Cities 2021 | 2021 | 31174 | Moscow Government | Russian Federation | 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. | 9 | Volume of fuel used or activity level (reported in the same units as emissions factor denominator) | 12 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1495557 | Cities 2021 | 2021 | 859073 | Ichinohe Town | Japan | East Asia | 5. Emissions Reduction | Mitigation Target setting | 5.0b | Please provide details of your total fixed level target(s). | 13 | Select the initiatives that this target contributes towards | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1495558 | 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. | 1 | Direct emissions (metric tonnes CO2e) | 15 | Waste > Biological treatment | 01/20/2022 02:27:05 | |||
| 1495559 | Cities 2021 | 2021 | 14874 | City of Portland, OR | 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. | 12 | Action description and implementation progress | 3 | Portland, Oregon was recently selected for funding from Portland General Electric’s Renewable Development Fund grant program to pilot its first solar+storage facility at Fire Station 1, the main incident command post for Portland Fire & Rescue.This project is intended to increase the resiliency of critical city infrastructure in the event of a prolonged power outage, such as in cases of earthquakes. The new system will save $3,300 annually in electricity costs. | 01/20/2022 02:27:05 | |||
| 1495560 | 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 | 22 | AFOLU > Livestock | 01/20/2022 02:27:05 | |||
| 1495561 | Cities 2021 | 2021 | 54361 | Petaling Jaya City Council | Malaysia | 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. | 3 | Means of implementation | 9 | Assessment and evaluation activities | 01/20/2022 02:27:05 | |||
| 1495562 | Cities 2021 | 2021 | 62868 | Eskişehir Metropolitan Municipality | Turkey | Europe | 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 | Question not applicable | 01/20/2022 02:27:05 | ||
| 1495563 | Cities 2021 | 2021 | 51075 | City of Shenzhen | China | East Asia | 10. Transport | 10.4 | Provide information on GHG emissions from the transport sector. | 1 | GHG emissions (tonne CO2e) | 1 | Passenger Transport: Private cars | Question not applicable | 01/20/2022 02:27:05 | |||
| 1495564 | Cities 2021 | 2021 | 73692 | Mount Barker District Council | Australia | Southeast Asia and Oceania | 6. Opportunities | Collaboration | 6.3 | Describe how your local/regional government collaborates and coordinates horizontally on climate action. | 2 | Description | 1 | Horizontal collaboration and coordination | Question not applicable | 01/20/2022 02:27:05 | ||
| 1495565 | Cities 2021 | 2021 | 60274 | Prefeitura de Cruzeiro do Sul | Brazil | Latin 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. | 4 | Boundary of assessment relative to city boundary (reported in 0.1) | 0 | 01/20/2022 02:27:05 | ||||
| 1495566 | Cities 2021 | 2021 | 840269 | Town of Whitby, 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. | 13 | Total cost provided by the majority funding source (currency) | 2 | 01/20/2022 02:27:05 | ||||
| 1495567 | Cities 2021 | 2021 | 36039 | Accra Metropolitan Assembly | Ghana | Africa | 10. Transport | 10.4 | Provide information on GHG emissions from the transport sector. | 3 | Comment | 6 | Freight transport | Question not applicable | 01/20/2022 02:27:05 | |||
| 1495568 | Cities 2021 | 2021 | 31114 | City of Sydney | Australia | Southeast Asia and Oceania | 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 | 5 | Extreme hot temperature > Heat wave | 01/20/2022 02:27:05 | |||
| 1495569 | Cities 2021 | 2021 | 74560 | City of Moab, UT | 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. | 4 | If you have no indirect emissions to report, please select a notation key to explain why | 3 | Stationary energy > Institutional buildings & facilities | 01/20/2022 02:27:05 | |||
| 1495570 | Cities 2021 | 2021 | 59644 | City of Culver City, 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. | 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 | ||
| 1495571 | Cities 2021 | 2021 | 54029 | City of Spokane, WA | United States of America | North America | 10. Transport | 10.1 | What is the mode share of each transport mode in your city for passenger transport? | 5 | Walking | 1 | Please complete | Question not applicable | 01/20/2022 02:27:05 | |||
| 1495572 | Cities 2021 | 2021 | 54096 | City of Saint John, NB | Canada | 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. | 11 | When do you first expect to experience those changes in frequency and intensity? | 1 | Long-term (after 2050) | 01/20/2022 02:27:05 | |||
| 1495573 | Cities 2021 | 2021 | 44205 | Gwangmyeong City | Republic of Korea | East Asia | 10. Transport | 10.1 | What is the mode share of each transport mode in your city for passenger transport? | 6 | Cycling | 1 | Please complete | 01/20/2022 02:27:05 | ||||
| 1495574 | Cities 2021 | 2021 | 1850 | Birmingham City Council | United Kingdom of Great Britain and Northern Ireland | Europe | 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. | 14 | Select the initiatives that this target contributes towards | 1 | Global Covenant of Mayors for Climate & Energy | 01/20/2022 02:27:05 | |||
| 1495575 | Cities 2021 | 2021 | 54521 | BCP Council | United Kingdom of Great Britain and Northern Ireland | Europe | 3. Adaptation | Adaptation Planning | 3.2a | Please provide more information on your plan that addresses climate change adaptation and/or resilience and attach the document. Please provide details on the boundary of your plan, and where this differs from your city’s boundary, please provide an explanation. | 4 | Climate hazards factored into plan that addresses climate change adaptation | 2 | Mass movement > Landslide | 01/20/2022 02:27:05 | |||
| 1495576 | Cities 2021 | 2021 | 54104 | City of Boulder, CO | United States of America | North America | 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 | 3 | Challenges | 01/20/2022 02:27:05 | |||
| 1495577 | Cities 2021 | 2021 | 50555 | City of Hamilton, ON | Canada | 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 | 4 | Indigenous population | 01/20/2022 02:27:05 | |||
| 1495578 | Cities 2021 | 2021 | 841964 | City of Hallandale Beach, FL | 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 | 1 | Persons living in sub-standard housing | 01/20/2022 02:27:05 | |||
| 1495579 | Cities 2021 | 2021 | 8242 | Helsingin kaupunki | Finland | 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 | 1451 | 01/20/2022 02:27:05 | |||
| 1495580 | Cities 2021 | 2021 | 54113 | City of Flagstaff, AZ | United States of America | North America | 8. Energy | 8.2 | For each type of renewable energy within the city boundary, please report the installed capacity (MW) and annual generation (MWh). | 2 | Annual generation (MWh) | 4 | Wind | 01/20/2022 02:27:05 | ||||
| 1495581 | Cities 2021 | 2021 | 1850 | Birmingham City Council | United Kingdom of Great Britain and Northern Ireland | 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 | 1 | Sustainable public procurement | 01/20/2022 02:27:05 | |||
| 1495582 | Cities 2021 | 2021 | 60633 | La mairie de Bujumbura | Burundi | Africa | 5. Emissions Reduction | Mitigation Target setting | 5.0b | Please provide details of your total fixed level target(s). | 1 | Sector | 3 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1495583 | Cities 2021 | 2021 | 31090 | District of Columbia, DC | 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. | 1 | Mitigation action | 26 | Finance and Economic Development > Instruments to fund low carbon projects | 01/20/2022 02:27:05 | |||
| 1495584 | Cities 2021 | 2021 | 60007 | City of Santa Rosa | Philippines | Southeast Asia and Oceania | 13. Waste | 13.6 | Does your city have any of the following initiatives, policies and/or regulations. | 2 | Please provide more details and/or a link to more information about any of the proposed initiatives/policies/regulations | 1 | Bans or restrictions on single use or non-recyclable materials | 01/20/2022 02:27:05 | ||||
| 1495585 | Cities 2021 | 2021 | 32550 | City of Denver, CO | United States of America | North America | 6. Opportunities | Finance and Economic Opportunities | 6.9 | Has your city taken steps to decarbonize the investments held by the city retirement funds and/or municipal investments, e.g. by making a commitment to divest from fossil fuels and/or increase sustainable investments? | 2 | Please provide more details about how your city is taking steps to decarbonize the investments | 1 | Municipal investments, e.g. by divesting from fossil fuels | Denver has divested its municipal investments: https://www.westword.com/news/denver-completes-divestment-from-fossil-fuel-companies-11320444 | 01/20/2022 02:27:05 | ||
| 1495586 | 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. | 1 | Applicable sub-sector | 14 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1495587 | Cities 2021 | 2021 | 50540 | City of Albuquerque, NM | United States of America | North 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. | 9 | Volume of fuel used or activity level (reported in the same units as emissions factor denominator) | 5 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1495588 | Cities 2021 | 2021 | 840158 | City of San Fernando, La Union | Philippines | 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. | 4 | If you have no indirect emissions to report, please select a notation key to explain why | 25 | Total AFOLU | Question not applicable | 01/20/2022 02:27:05 | ||
| 1495589 | Cities 2021 | 2021 | 859161 | Akaiwa 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. | 5 | Start year of action | 3 | 01/20/2022 02:27:05 | ||||
| 1495590 | Cities 2021 | 2021 | 31164 | Ho Chi Minh City | Viet Nam | Southeast Asia and Oceania | 10. Transport | 10.2 | What is the mode share of each transport mode in your city for freight transport? | 2 | Comment | 4 | Heavy Goods vehicles (HGV) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1495591 | Cities 2021 | 2021 | 831999 | Concejo Municipal de Distrito de Monte Verde | 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. | 4 | Emission factor source | 20 | Instituto Meteorológico Nacional de Costa Rica | 01/20/2022 02:27:05 | |||
| 1495592 | Cities 2021 | 2021 | 50367 | Ayuntamiento de Culiacán | Mexico | Latin America | 2. Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0a | Please select the primary process or methodology used to undertake the risk and vulnerability assessment of your city. | 1 | Primary methodology | 1 | Risk assessment methodology | State or region vulnerability and risk assessment methodology | 01/20/2022 02:27:05 | ||
| 1495593 | Cities 2021 | 2021 | 59545 | City of Charlottesville, VA | United States of America | North America | 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. | 17 | Does this target align to a requirement from a higher level of government? | 10 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1495594 | Cities 2021 | 2021 | 60370 | Alcaldía de Cúcuta | Colombia | Latin America | 2. Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0b | Please attach and provide details on your climate change risk and vulnerability assessment. Please provide details on the boundary of your assessment, and where this differs from your city’s boundary, please provide an explanation. | 7 | Does the assessment identify vulnerable populations? | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1495595 | Cities 2021 | 2021 | 54459 | Reykjavíkurborg | Iceland | Europe | 12. Food | 12.6 | What percentage of your population is food insecure? | 1 | Percentage of population that is food insecure | 1 | Population that is food insecure | Question not applicable | 01/20/2022 02:27:05 | |||
| 1495596 | Cities 2021 | 2021 | 55324 | Município de Guimarães | Portugal | Europe | 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 | 1 | Food & agriculture | 01/20/2022 02:27:05 | |||
| 1495597 | Cities 2021 | 2021 | 54498 | Ayuntamiento de Murcia | Spain | 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 | 2 | Preparando la Sociedad ante los riesgos extremos derivados del cambio climático | 01/20/2022 02:27:05 | |||
| 1495598 | Cities 2021 | 2021 | 841964 | City of Hallandale Beach, FL | United States of America | North America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.0 | Does your city have a city-wide emissions inventory to report? | 0 | 0 | Yes | 01/20/2022 02:27:05 | ||||
| 1495599 | Cities 2021 | 2021 | 45219 | Município de Aparecida | Brazil | Latin America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.11 | Does your city have a strategy, or other policy document, in place for how to measure and reduce consumption-based GHG emissions in your city? | 1 | Response | 2 | Construction | Question not applicable | 01/20/2022 02:27:05 | ||
| 1495600 | Cities 2021 | 2021 | 845133 | Prefeitura de Monteiro Lobato | 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) | 13 | Total Transport | Question not applicable | 01/20/2022 02:27:05 |
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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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