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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161351 | Cities 2021 | 2021 | 60236 | Trelleborgs kommun | Sweden | Europe | 6. Opportunities | Collaboration | 6.2a | Please provide some key examples of how your city collaborates with business and/or industries in the table below. | 3 | Description of collaboration | 3 | Planning for the construction of 1 800 new appartements i collaboration with Midroc Serneke, ICA Fastigheter where for example smart grid solutions (Ecto Grid) are implemented. | 01/20/2022 02:27:05 | |||
| 161352 | Cities 2021 | 2021 | 859144 | Kizugawa City | Japan | East Asia | 1. Governance and Data Management | Governance | 1.5 | Please describe to what extent the planning process is transparent and open. | 1 | The climate adaptation/mitigation plan makes opportunities for engagement that civil society had during the planning process explicit | 1 | Planning process | Question not applicable | 01/20/2022 02:27:05 | ||
| 161353 | Cities 2021 | 2021 | 74670 | Antalya Metropolitan Municipality | Turkey | 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. | 9 | Publicly available? | 6 | O3 (Daily maximum 8 hour mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 161354 | Cities 2021 | 2021 | 60385 | Alcaldía de Villavicencio | Colombia | Latin 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. | 5 | Number of monitoring stations | 5 | NO2 (1 year (annual) mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 161355 | Cities 2021 | 2021 | 60125 | Klaipėdos miesto savivaldybė | Lithuania | 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 | 1 | Waste | Action Plan indicates what financial resources are dedicated for the implementation of the measures and defines the implementing institutions. Assessment criteria and values are also established in the Action Plan. Climate change adaptation goals and objectives as set by the Strategy are categorized by the following sectors: agriculture, soil; forestry, ecosystems, biodiversity, landscape; water resources; energy, transport, industry; and public health, and also include cross-sectoral goals and objectives. | 01/20/2022 02:27:05 | ||
| 161356 | Cities 2021 | 2021 | 862814 | South-East Region of Ireland (Kilkenny, Carlow, Wexford, and Waterford Counties) | Ireland | 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 | 8 | Emergency services | 01/20/2022 02:27:05 | |||
| 161357 | Cities 2021 | 2021 | 49347 | City of Omaha, NE | 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). | 4 | Comment | 7 | Other, please specify | No utility-scale renewable energy systems are within Omaha city limits. | 01/20/2022 02:27:05 | |||
| 161358 | Cities 2021 | 2021 | 60153 | City of Mombasa | Kenya | Africa | 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. | 1 | Factors that affect ability to adapt | 0 | 01/20/2022 02:27:05 | ||||
| 161359 | Cities 2021 | 2021 | 826201 | Ayuntamiento de Zapopan | Mexico | 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. | 9 | Volume of fuel used or activity level (reported in the same units as emissions factor denominator) | 26 | Question not applicable | 01/20/2022 02:27:05 | |||
| 161360 | Cities 2021 | 2021 | 54692 | Prefeitura Municipal de Sertãozinho | Brazil | Latin America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.7 | If the submitted GHG inventory is baseline inventory for target setting, please provide the Baseline Synthesis Report and stakeholder consultation process and results to this inventory. | 3 | Data gap analysis report | 1 | Please complete | Question not applicable | 01/20/2022 02:27:05 | ||
| 161361 | Cities 2021 | 2021 | 43917 | Obshtina Sofia | Bulgaria | Europe | 12. Food | 12.0 | Report the total number of meals that are annually served and/or sold through programs managed by your city (this includes schools, hospitals, shelters, public canteens, etc.). | 2 | Cities facilities | 1 | Total meals served or sold through programs managed by your city | 01/20/2022 02:27:05 | ||||
| 161362 | Cities 2021 | 2021 | 826237 | Alcaldia de Madrid | 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. | 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 | 12 | Transportation > Off-road | Question not applicable | 01/20/2022 02:27:05 | ||
| 161363 | Cities 2021 | 2021 | 42384 | Göteborgs stad | Sweden | 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) | 8 | Waste: waste generated within the city boundary – Scope 1 (III.X.1) | Question not applicable | 01/20/2022 02:27:05 | ||
| 161364 | Cities 2021 | 2021 | 42388 | Intendencia de Montevideo | Uruguay | Latin 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. | 2 | Average concentration for most recent year available (ug/m3) | 4 | PM10 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 161365 | Cities 2021 | 2021 | 54367 | Melaka Historic City Council | 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. | 6 | Most relevant assets / services affected overall | 1 | Public health | 01/20/2022 02:27:05 | |||
| 161366 | Cities 2021 | 2021 | 50543 | Halifax Regional Municipality, NS | 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. | 6 | Most relevant assets / services affected overall | 4 | Transport | 01/20/2022 02:27:05 | |||
| 161367 | Cities 2021 | 2021 | 859165 | Kan-onji City | Japan | East Asia | 7. Local Government Emissions | Local Government Operations GHG Emissions Data | 7.0 | Do you have an emissions inventory for your local government operations to report? | 0 | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 161368 | Cities 2021 | 2021 | 54318 | Government of Tangerang City | Indonesia | Southeast Asia and Oceania | 10. Transport | 10.3 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 6 | Transport Network Companies (e.g. Uber, Lyft) fleet size | 5 | Hydrogen | 01/20/2022 02:27:05 | ||||
| 161369 | Cities 2021 | 2021 | 863255 | Municipio de Tierras Altas | Panama | Latin America | 7. Local Government Emissions | Local Government Operations GHG Emissions Data | 7.3 | Please give the name of the primary protocol, standard, or methodology used to calculate your local government operations emissions inventory and attach your inventory using the attachment function. | 1 | Primary protocol and attach inventory | 1 | Emissions methodology | Question not applicable | 01/20/2022 02:27:05 | ||
| 161370 | Cities 2021 | 2021 | 35887 | Ajuntament de València | Spain | 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) | 93 | 0 | 01/20/2022 02:27:05 | |||
| 161371 | Cities 2021 | 2021 | 63616 | Abasan Al-Kabira Municipality | State of Palestine | Middle East | 6. Opportunities | Collaboration | 6.2 | Does your city collaborate in partnership with businesses and/or industries in your city on sustainability projects? | 0 | 0 | Yes | 01/20/2022 02:27:05 | ||||
| 161372 | Cities 2021 | 2021 | 50373 | Municipalidad de Rosario | Argentina | Latin America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 6 | Most relevant assets / services affected overall | 1 | Commercial | 01/20/2022 02:27:05 | |||
| 161373 | Cities 2021 | 2021 | 54124 | City of Fremont, CA | United States of America | North America | 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 | ||||
| 161374 | Cities 2021 | 2021 | 840153 | Municipality of Santa Catarina | Mexico | Latin America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6b | Please provide a summary of emissions by sector and scope as defined in the Global Protocol for Community Greenhouse Gas Emissions Inventories (GPC) in the table below. | 1 | Emissions (metric tonnes CO2e) | 12 | Agriculture, Forestry and Land Use – Scope 1 (V) | Question not applicable | 01/20/2022 02:27:05 | ||
| 161375 | Cities 2021 | 2021 | 73752 | Bontang City | Indonesia | Southeast Asia and Oceania | 10. Transport | 10.1 | What is the mode share of each transport mode in your city for passenger transport? | 3 | Buses (including BRT) | 1 | Please complete | 0.14 | 01/20/2022 02:27:05 | |||
| 161376 | Cities 2021 | 2021 | 859144 | Kizugawa 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. | 2 | If you have no direct emissions to report, please select a notation key to explain why | 10 | Transportation > Waterborne navigation | Question not applicable | 01/20/2022 02:27:05 | ||
| 161377 | Cities 2021 | 2021 | 35893 | City of Dar es Salaam | United Republic of Tanzania | 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) | 01/20/2022 02:27:05 | ||||
| 161378 | Cities 2021 | 2021 | 859168 | Saijo City | Japan | East Asia | 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 | 7 | Meat (Beef, Pork, Chicken) protein sources | Question not applicable | 01/20/2022 02:27:05 | |||
| 161379 | Cities 2021 | 2021 | 862564 | Lycksele kommun | Sweden | Europe | 8. Energy | 8.1 | Please indicate the source mix of electricity consumed in your city. | 14 | Year data applies to | 1 | Electricity source | 01/20/2022 02:27:05 | ||||
| 161380 | Cities 2021 | 2021 | 859129 | Nagaizumi Town | Japan | East Asia | 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 | 4 | Target(s) on reducing food waste to disposal (landfill and incineration) | Question not applicable | 01/20/2022 02:27:05 | |||
| 161381 | Cities 2021 | 2021 | 69850 | Municipalidad de Comas | Peru | 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) | 1 | 01/20/2022 02:27:05 | ||||
| 161382 | Cities 2021 | 2021 | 62868 | Eskişehir Metropolitan Municipality | Turkey | Europe | 2. Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0c | Please explain why your city does not have a climate risk and vulnerability assessment. | 2 | Comment | 1 | Please explain | Question not applicable | 01/20/2022 02:27:05 | ||
| 161383 | Cities 2021 | 2021 | 54614 | Prefeitura da Cidade de São José do Rio Preto | Brazil | Latin America | 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 | |||
| 161384 | Cities 2021 | 2021 | 37241 | City of Berkeley, 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. | 5 | Number of taxis | 1 | Total fleet size | ASk Sarah | 01/20/2022 02:27:05 | |||
| 161385 | Cities 2021 | 2021 | 46470 | Ayuntamiento de Vitoria-Gasteiz | Spain | Europe | 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? | 1 | Response | 1 | Municipal investments, e.g. by divesting from fossil fuels | Question not applicable | 01/20/2022 02:27:05 | ||
| 161386 | Cities 2021 | 2021 | 74573 | Snoqualmie, WA | United States of America | North America | 5. Emissions Reduction | Mitigation Target setting | 5.0a | Please provide details of your total city-wide base year emissions reduction (absolute) target(s). In addition, you may add rows to provide details of your sector-specific targets, by providing the base year emissions specific to that target. | 9 | Target year | 0 | 01/20/2022 02:27:05 | ||||
| 161387 | Cities 2021 | 2021 | 839649 | Ayuntamiento de Centro | Mexico | Latin America | 6. Opportunities | Collaboration | 6.4 | Describe how your local/regional government collaborates and coordinates vertically (higher levels of government) on climate action. | 0 | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 161388 | Cities 2021 | 2021 | 54667 | Prefeitura Municipal de Contagem | 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. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 15 | Waste > Biological treatment | 0 | 01/20/2022 02:27:05 | ||
| 161389 | Cities 2021 | 2021 | 73725 | Guaminí | 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 | 16 | Desde 2013, el municipio funciona como un punto de acopio oficial. Se procede a acopiar y recuperar tapitas plásticas, picos y bases de sifones de soda descartable y papel blanco, para donarlos a la Fundación Garrahan y así colaborar con el hospital.Se recuperan, aproximadamente, 4000 kg de papel y 2000 kg de tapitas plásticas anualmente en el distrito.Se considera que no se reducen emisiones debido al largo tiempo que conlleva la degradación de los elementos descritos en la acción. De todas formas se incluye debido a los beneficios que asociados a la correcta disposición, como la contaminación de los suelos o cuerpos de agua. | 01/20/2022 02:27:05 | |||
| 161390 | Cities 2021 | 2021 | 60387 | Alcaldía de Sincelejo | Colombia | Latin 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. | 6 | Boundary of plan relative to city boundary (reported in 0.1) | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 161391 | Cities 2021 | 2021 | 36036 | City of Ibadan | Nigeria | 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. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 4 | Stationary energy > Industrial buildings & facilities | Question not applicable | 01/20/2022 02:27:05 | ||
| 161392 | Cities 2021 | 2021 | 60392 | Municipalidad de San Isidro (Lima) | Peru | Latin 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). | 1 | Installed capacity (MW) | 2 | Solar thermal | 0 | 01/20/2022 02:27:05 | |||
| 161393 | Cities 2021 | 2021 | 61427 | Municipality of Nacala | Mozambique | 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. | 1 | Direct emissions (metric tonnes CO2e) | 30 | Total Generation of grid-supplied energy | 01/20/2022 02:27:05 | |||
| 161394 | Cities 2021 | 2021 | 834157 | Hang Tuah Jaya Municipal Council | Malaysia | Southeast Asia and Oceania | 1. Governance and Data Management | Governance | 1.7 | Please provide information specifically on the impact of the COVID-19 economic response on climate action in your city and synergies between COVID-19 recovery interventions and climate action. | 2 | COVID-19 recovery interventions and climate action synergies | 1 | Response | 01/20/2022 02:27:05 | |||
| 161395 | Cities 2021 | 2021 | 50220 | Métropole de Nice | France | Europe | 10. Transport | 10.7 | How many public access EV charging points do you have in your city and/or metropolitan area for the following types. | 1 | Number of charging points | 4 | All types | Question not applicable | 01/20/2022 02:27:05 | |||
| 161396 | Cities 2021 | 2021 | 826237 | Alcaldia de Madrid | Colombia | Latin America | 6. Opportunities | Finance and Economic Opportunities | 6.11 | Does your city have its own credit rating? | 4 | If you do not have a credit rating, please provide more details on why and what steps you are taking to get one | 2 | Domestic | Question not applicable | 01/20/2022 02:27:05 | ||
| 161397 | Cities 2021 | 2021 | 834403 | Municipality of San Martín de los Andes | 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. | 17 | Total cost provided by the majority funding source (currency) | 7 | 7980507.34 | 01/20/2022 02:27:05 | |||
| 161398 | Cities 2021 | 2021 | 54337 | Greater Amman Municipality | Jordan | Middle East | 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. | 2 | Did this hazard significantly impact your city before 2021? | 4 | Yes | 01/20/2022 02:27:05 | |||
| 161399 | Cities 2021 | 2021 | 61467 | Dipolog City | Philippines | 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. | 5 | Does this goal align with a requirement from a higher level of government? | 2 | Yes | 01/20/2022 02:27:05 | |||
| 161400 | Cities 2021 | 2021 | 54128 | City of Reno, NV | 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 | 1 | Disaster preparedness | 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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