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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1504151 | Cities 2021 | 2021 | 60236 | Trelleborgs kommun | Sweden | Europe | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 1 | Direct emissions (metric tonnes CO2e) | 27 | Generation of grid-supplied energy > CHP generation | 0 | 01/20/2022 02:27:05 | ||
| 1504152 | Cities 2021 | 2021 | 862956 | Inashiki City | Japan | East Asia | 5. Emissions Reduction | Mitigation Target setting | 5.3 | Does your city-wide emissions reduction target(s) account for the use of transferable emissions units? | 0 | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 1504153 | Cities 2021 | 2021 | 50713 | Chuncheon City | Republic of Korea | 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. | 9 | Renewable energy production (MWh) | 7 | 01/20/2022 02:27:05 | ||||
| 1504154 | Cities 2021 | 2021 | 35860 | City of Dallas, 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. | 5 | Means of implementation | 3 | Verification activities | 01/20/2022 02:27:05 | |||
| 1504155 | Cities 2021 | 2021 | 59708 | City of Bethlehem, PA | United States of America | North America | 5. Emissions Reduction | Mitigation Target setting | 5.0b | Please provide details of your total fixed level target(s). | 6 | Absolute emissions in year target was set | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1504156 | Cities 2021 | 2021 | 60400 | Municipalidad de Temuco | Chile | 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. | 17 | Total cost provided by the majority funding source (currency) | 2 | 4000000 | 01/20/2022 02:27:05 | |||
| 1504157 | Cities 2021 | 2021 | 50397 | Presidencia Municipal de Saltillo | Mexico | Latin 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. | 9 | Base year absolute emissions (metric tonnes CO2e) | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1504158 | Cities 2021 | 2021 | 54662 | Prefeitura do Município de Maringá | Brazil | Latin America | 7. Local Government Emissions | Local Government Operations GHG Emissions Data | 7.7b | Please explain why you do not measure your local government Scope 3 emissions and detail your plans to do so in the future, if any. | 1 | Reason | 1 | Please explain | Question not applicable | 01/20/2022 02:27:05 | ||
| 1504159 | Cities 2021 | 2021 | 54459 | Reykjavíkurborg | Iceland | Europe | 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. | 8 | Stage of implementation | 1 | Plan in implementation | 01/20/2022 02:27:05 | |||
| 1504160 | Cities 2021 | 2021 | 840255 | Prefeitura de Iperó | Brazil | Latin America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6f | Where it will facilitate a greater understanding of your city-wide emissions, please provide a breakdown of these emissions by end user (buildings, water, waste, transport), economic sector (residential, commercial, industrial, institutional), or any other classification system used in your city. | 3 | Scope | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1504161 | Cities 2021 | 2021 | 54457 | Hanse- und Universitätsstadt Rostock | Germany | 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. | 3 | Level of degree to which factor challenges/supports the adaptive capacity of your city | 2 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1504162 | Cities 2021 | 2021 | 841050 | Ayuntamiento San Nicolás de los Garza | 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 | 26 | Generation of grid-supplied energy > Electricity-only generation | Question not applicable | 01/20/2022 02:27:05 | ||
| 1504163 | Cities 2021 | 2021 | 31108 | City of Houston, TX | 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. | 3 | Fuel type or activity | 5 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1504164 | Cities 2021 | 2021 | 826207 | Junta Intermunicipal de Medio Ambiente Region Valles (JIMAV) | Mexico | 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 | 1 | Food | Question not applicable | 01/20/2022 02:27:05 | ||
| 1504165 | Cities 2021 | 2021 | 35864 | Ekurhuleni Metropolitan Municipality | 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. | 4 | If you have no indirect emissions to report, please select a notation key to explain why | 18 | Total Waste | 01/20/2022 02:27:05 | |||
| 1504166 | Cities 2021 | 2021 | 58597 | Municipalidad de La Unión | Costa Rica | Latin America | 7. Local Government Emissions | Local Government Operations GHG Emissions Data | 7.5 | Please give the total amount of fuel (refers to Scope 1 emissions) that your local government has consumed this year. | 2 | Fuel | 1 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1504167 | Cities 2021 | 2021 | 36004 | City of Abidjan | Côte d'Ivoire | Africa | 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 | 1 | Vegetables | 01/20/2022 02:27:05 | ||||
| 1504168 | Cities 2021 | 2021 | 55419 | City of Miramar, FL | United States of America | North America | 1. Governance and Data Management | Governance | 1.1 | Please attach the letter from your city’s Mayor requesting the relevant local government department to participate in the Green Climate Cities (GCC) program. | 0 | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 1504169 | Cities 2021 | 2021 | 834339 | Odawara City | Japan | East Asia | 5. Emissions Reduction | Mitigation Target setting | 5.3a | Please provide details on the use of transferable emissions. | 3 | What percentage of the target does this unit represent? | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1504170 | Cities 2021 | 2021 | 49330 | Kansas City, MO | United States of America | North America | 10. Transport | 10.0 | Do you have mode share information available to report for the following transport types? | 0 | 0 | Freight transport | 01/20/2022 02:27:05 | |||||
| 1504171 | Cities 2021 | 2021 | 17411 | Southend on Sea Borough 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. | 3 | Sectors/areas covered by plan that addresses climate change adaptation | 5 | Building and Infrastructure | 01/20/2022 02:27:05 | |||
| 1504172 | Cities 2021 | 2021 | 35449 | Stadt Zürich | Switzerland | 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 | 2 | Food and agriculture | 01/20/2022 02:27:05 | |||
| 1504173 | Cities 2021 | 2021 | 50400 | City of Newark, NJ | 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) | 7 | Total Stationary Energy | Question not applicable | 01/20/2022 02:27:05 | ||
| 1504174 | Cities 2021 | 2021 | 849023 | Uruapan | Mexico | Latin America | 10. Transport | 10.1 | What is the mode share of each transport mode in your city for passenger transport? | 7 | Taxis or shared vehicles (i.e. for hire vehicles) | 1 | Please complete | Question not applicable | 01/20/2022 02:27:05 | |||
| 1504175 | Cities 2021 | 2021 | 50674 | Município de Viseu | Portugal | 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 | 2 | Financial mechanism | 01/20/2022 02:27:05 | |||
| 1504176 | Cities 2021 | 2021 | 826201 | Ayuntamiento de Zapopan | Mexico | Latin America | 6. Opportunities | Opportunities | 6.0 | Please indicate the opportunities your city has identified as a result of addressing climate change and describe how the city is positioning itself to take advantage of these opportunities. | 1 | Opportunity | 5 | Development of climate change resiliency projects | 01/20/2022 02:27:05 | |||
| 1504177 | Cities 2021 | 2021 | 58626 | City of Racine, WI | 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 | 9 | Fish protein sources | Question not applicable | 01/20/2022 02:27:05 | |||
| 1504178 | Cities 2021 | 2021 | 73757 | Sukabumi City | Indonesia | Southeast Asia and Oceania | 10. Transport | 10.11 | Please provide city-wide average air pollution metrics from the monitoring sites within your city for the most recent three years. | 5 | Number of monitoring stations | 2 | PM2.5 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1504179 | Cities 2021 | 2021 | 73763 | San Carlos City | Philippines | Southeast Asia and Oceania | 6. Opportunities | Finance and Economic Opportunities | 6.7 | Has your city received/secured funding for any climate projects (e.g. energy efficiency, renewable energy, low emission vehicles, waste management, flood defence etc.) from an International Financial Institution (e.g. World Bank, Asian Development Bank, etc.)? | 1 | Funding received/secured for low carbon projects or climate adaptation | 1 | Funding received/secured | Yes | 01/20/2022 02:27:05 | ||
| 1504180 | Cities 2021 | 2021 | 54390 | Hsinchu County Government | Taiwan, Greater 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. | 9 | Renewable energy production (MWh) | 2 | 01/20/2022 02:27:05 | ||||
| 1504181 | Cities 2021 | 2021 | 859095 | Mizuho Town | Japan | East Asia | 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 | 3 | Stationary Energy: energy use – Scope 3 (I.X.3) | Question not applicable | 01/20/2022 02:27:05 | ||
| 1504182 | Cities 2021 | 2021 | 59537 | City of Denton, TX | United States of America | North America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.3a | Please report on how climate change impacts health outcomes and health services in your city. | 6 | Please identify which vulnerable populations are affected by these climate-related impacts | 1 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1504183 | Cities 2021 | 2021 | 839670 | Municipio de Santa Catarina Pinula | Guatemala | Latin America | 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 | Se tomó la cantidad de camiones que prestan el servicio, capacidad de cada camión y los días de recolección por sector. | 01/20/2022 02:27:05 | |||
| 1504184 | Cities 2021 | 2021 | 60092 | Porvoon kaupunki | Finland | 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) | 2 | Stationary energy > Commercial buildings & facilities | Question not applicable | 01/20/2022 02:27:05 | ||
| 1504185 | Cities 2021 | 2021 | 859065 | Nakasatsunai Village | Japan | East Asia | 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 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1504186 | Cities 2021 | 2021 | 827048 | Zhenjiang Municipal People's Government | China | East Asia | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.3a | Please report on how climate change impacts health outcomes and health services in your city. | 4 | Identify the climate-related health issues faced by your city | 9 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1504187 | Cities 2021 | 2021 | 36254 | Comune di Venezia | Italy | Europe | 13. Waste | 13.6 | Does your city have any of the following initiatives, policies and/or regulations. | 1 | Response | 1 | Bans or restrictions on single use or non-recyclable materials | Question not applicable | 01/20/2022 02:27:05 | |||
| 1504188 | Cities 2021 | 2021 | 859177 | Takeo City | Japan | East Asia | 7. Local Government Emissions | Local Government Operations GHG Emissions Data | 7.5 | Please give the total amount of fuel (refers to Scope 1 emissions) that your local government has consumed this year. | 4 | Units | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1504189 | Cities 2021 | 2021 | 35907 | Bangalore | India | South and West Asia | 5. Emissions Reduction | Mitigation Target setting | 5.1 | Please describe how the target(s) reported above align with the global 1.5 - 2 °C pathway set out in the Paris agreement. | 0 | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 1504190 | Cities 2021 | 2021 | 826201 | Ayuntamiento de Zapopan | 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. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 2 | Stationary energy > Commercial buildings & facilities | Se incluye el consumo de combustible (Directo) en este subcategoría, tomando en cuenta que es el total de las emisiones directas del ubsecotr. | 01/20/2022 02:27:05 | ||
| 1504191 | Cities 2021 | 2021 | 840944 | Prefeitura de Carnaúba dos Dantas | Brazil | Latin America | 14. Water Security | Water Supply | 14.2a | Please identify the risks to your city’s water security as well as the timescale and level of risk. | 1 | Water security risk drivers | 2 | Drought | 01/20/2022 02:27:05 | |||
| 1504192 | Cities 2021 | 2021 | 10894 | City of Los Angeles, CA | United States of America | North America | 6. Opportunities | Opportunities | 6.0 | Please indicate the opportunities your city has identified as a result of addressing climate change and describe how the city is positioning itself to take advantage of these opportunities. | 2 | Describe how the city is maximizing this opportunity | 5 | In March 2016, With Love Market and Cafe opened its doors in South LA. It is a social enterprise focused on community investment through quality food access, job opportunities, and social services such as cooking classes, internships, exercise clubs, and more. Through partnerships with many local non-profits, churches, governmental agencies and schools, With Love is able to offer all if these social services at no cost to the local community, providing a match between the resources of these groups and the community's need. COMPRA Foods was developed through a partnership between the Leadership for Urban Renewal Network (LURN) and the Los Angeles Food Policy Council. It serves as an alternative food distribution system for small grocers and convenience stores in “food desert” neighborhoods in Los Angeles. Through this program, tens of thousands of residents in low-income communities like South Los Angeles and MacArthur Park now have access to affordable produce and healthy foods. COMPRA is expanding to the Southeast cities of L.A. County including South Gate. Future goals include making COMPRA a self-sustaining program while growing its workforce and network. The Los Angeles Food Policy Council’s Healthy Neighborhood Market Network (HNMN) builds the capacity of neighborhood small market owners in underserved communities to operate as healthy food retailers. Best Market recently underwent a renovation to become Skid Row People’s Market, now stocked with fresh fruits and vegetables. The transformation was led by the second-generation store owner, whose family has owned and operated the market as a convenience store for 24 years. HNMN has teamed up with Gensler Architecture firm and Build Group Construction to complete the next transformation project, Lupita’s Market in the Westlake neighborhood, which will reopen this summer to offer healthier food options. | 01/20/2022 02:27:05 | |||
| 1504193 | Cities 2021 | 2021 | 36477 | Comune di Lucca | Italy | 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. | 8 | Overall level of confidence | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1504194 | Cities 2021 | 2021 | 859098 | Ayase City | Japan | East Asia | 10. Transport | 10.3 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 4 | Number of freight vehicles | 3 | Hybrid | 01/20/2022 02:27:05 | ||||
| 1504195 | Cities 2021 | 2021 | 54611 | Alcaldia de Manizales | Colombia | Latin America | 3. Adaptation | Adaptation Goals | 3.3 | Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal. | 4 | Description of metric / indicator used to track goal | 101 | 01/20/2022 02:27:05 | ||||
| 1504196 | Cities 2021 | 2021 | 58868 | Regional Municipality of Durham, ON | Canada | North America | 8. Energy | 8.1a | Please indicate the source mix of thermal energy (heating and cooling) consumed in your city. | 4 | Bioenergy (Biomass and Biofuel) | 1 | Thermal energy consumption | 01/20/2022 02:27:05 | ||||
| 1504197 | Cities 2021 | 2021 | 848977 | Busbanza | Colombia | Latin America | 6. Opportunities | Finance and Economic Opportunities | 6.6 | Has your city tested their climate actions through pilot/demonstration projects? | 1 | Pilot/demonstration projects | 1 | Tested by city government | Question not applicable | 01/20/2022 02:27:05 | ||
| 1504198 | Cities 2021 | 2021 | 50394 | Prefeitura Municipal de João Pessoa | Brazil | Latin America | 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. | 4 | Previous emissions (metric tonnes CO2e) | 0 | 01/20/2022 02:27:05 | ||||
| 1504199 | Cities 2021 | 2021 | 54692 | Prefeitura Municipal de Sertãozinho | 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. | 2 | If you have no direct emissions to report, please select a notation key to explain why | 11 | Transportation > Aviation | Question not applicable | 01/20/2022 02:27:05 | ||
| 1504200 | Cities 2021 | 2021 | 74558 | Summit County, UT | United States of America | North America | 9. Buildings | 9.1 | Does your city have emissions reduction targets (government operations, city wide targets) or energy efficiency targets for the following building types? | 1 | Emissions reduction target | 1 | Commercial | 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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