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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 153801 | Cities 2021 | 2021 | 840428 | Hua-Hin Municipality | Thailand | Southeast Asia and Oceania | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6c | Please provide a breakdown of your GHG emissions by scope. Where values are not available, please use the comment field to indicate the reason why. | 6 | Total Scope 1 emissions - please ensure this matches the calculated total above | 1 | City-wide emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 153802 | Cities 2021 | 2021 | 840132 | Comune di Assisi | 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. | 4 | Implementation status | 4 | Scoping | 01/20/2022 02:27:05 | |||
| 153803 | Cities 2021 | 2021 | 850568 | Prefeitura de Rolândia | 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. | 4 | If you have no indirect emissions to report, please select a notation key to explain why | 3 | Stationary energy > Institutional buildings & facilities | Question not applicable | 01/20/2022 02:27:05 | ||
| 153804 | Cities 2021 | 2021 | 850404 | Prefeitura de Guabiruba | Brazil | Latin America | 10. Transport | 10.12 | Please indicate if your city currently has any programs or projects to improve air quality. | 0 | 0 | Question not applicable | 01/20/2022 02:27:05 | |||||
| 153805 | Cities 2021 | 2021 | 31169 | Government of Hong Kong Special Administrative Region | China, Hong Kong Special Administrative Region | East Asia | 4. City-wide Emissions | GCoM Emission Factor and Activity Data | 4.14a | Please provide a summary of emissions factors and activity data used in your inventory. | 8 | Emission factor unit (denominator) | 79 | Head | 01/20/2022 02:27:05 | |||
| 153806 | Cities 2021 | 2021 | 826208 | Junta Intermunicipal de Medio Ambiente de Sierra Occidental y Costa (JISOC) | Mexico | Latin America | 10. Transport | 10.3 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 8 | Comment | 1 | Total fleet size | no se tiene información disponible | 01/20/2022 02:27:05 | |||
| 153807 | Cities 2021 | 2021 | 850304 | Vyas Municipality | Nepal | South and West 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. | 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 | 29 | Generation of grid-supplied energy > Local renewable generation | Question not applicable | 01/20/2022 02:27:05 | ||
| 153808 | Cities 2021 | 2021 | 58391 | Maribyrnong City Council | Australia | Southeast Asia and Oceania | 12. Food | 12.3 | Does your city have any policies relating to food consumption within your city? If so, please describe the expected outcome of the policy. | 1 | Response | 1 | Please complete | 01/20/2022 02:27:05 | ||||
| 153809 | Cities 2021 | 2021 | 826243 | Alcaldia de Cartago | Colombia | Latin America | 10. Transport | 10.5a | Please provide more details about the low or zero-emissions zone and/or restrictions on high polluting vehicles that cover a significant part of the city. | 1 | Size (sq. km) | 1 | Please complete | Question not applicable | 01/20/2022 02:27:05 | |||
| 153810 | Cities 2021 | 2021 | 60410 | Municipalidad de Peñalolén | Chile | 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. | 5 | Social impact of hazard overall | 5 | Increased risk to already vulnerable populations | 01/20/2022 02:27:05 | |||
| 153811 | Cities 2021 | 2021 | 35873 | Municipality of Medellín | Colombia | Latin America | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 5 | Means of implementation | 5 | Development and implementation of action plan | 01/20/2022 02:27:05 | |||
| 153812 | Cities 2021 | 2021 | 31113 | City of Yokohama | Japan | East 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. | 5 | Areas covered by action plan | 1 | Transport (Mobility) | 01/20/2022 02:27:05 | |||
| 153813 | Cities 2021 | 2021 | 54646 | Prefeitura de Duque de Caxias | Brazil | 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 | 1 | International | Question not applicable | 01/20/2022 02:27:05 | ||
| 153814 | Cities 2021 | 2021 | 74594 | City of Boynton Beach, FL | United States of America | North America | 8. Energy | 8.1a | Please indicate the source mix of thermal energy (heating and cooling) consumed in your city. | 3 | Oil | 1 | Thermal energy consumption | 0 | 01/20/2022 02:27:05 | |||
| 153815 | Cities 2021 | 2021 | 64014 | City of Cupertino, CA | United States of America | North America | 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. | 1 | Publication title and attach the document | 2 | Cupertino Climate Change Adaptation Strategies Gap Analysis Memorandum | Adaptation Strategies Gap Analysis Memo.pdf | 01/20/2022 02:27:05 | ||
| 153816 | Cities 2021 | 2021 | 13506 | Nottingham 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. | 15 | Does this target align to a requirement from a higher level of government? | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 153817 | Cities 2021 | 2021 | 50220 | Métropole de Nice | France | 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. | 2 | Action | 3 | Incorporating climate change into long-term planning documents | 01/20/2022 02:27:05 | |||
| 153818 | Cities 2021 | 2021 | 59653 | City of Manhattan Beach, CA | 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? | 6 | Cycling | 1 | Please complete | Question not applicable | 01/20/2022 02:27:05 | |||
| 153819 | Cities 2021 | 2021 | 54409 | Espoon kaupunki | Finland | Europe | 4. City-wide Emissions | GCoM Emission Factor and Activity Data | 4.14 | State if the emissions factors and activity data used to calculate your cities emissions are accessible within the attached emissions inventory in question 4.5. If so, please describe where these are located within the attached inventory. | 1 | Emissions factors and activity data accessibility | 1 | Emissions factors and Activity Data Reported | Emissions factors and activity data are not accessible within the attached inventory in question 4.5 and I will report the emissions factors and activity data used in question 4.14a | 01/20/2022 02:27:05 | ||
| 153820 | Cities 2021 | 2021 | 859182 | Uto 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 | 9 | Transportation > Rail | Question not applicable | 01/20/2022 02:27:05 | ||
| 153821 | Cities 2021 | 2021 | 36286 | Comune di Ferrara | Italy | Europe | 12. Food | 12.1 | What is the per capita meat and dairy consumption (kg/yr) in your city? | 1 | Kg/Year/Capita | 2 | Dairy consumption per capita (kg/year) | 01/20/2022 02:27:05 | ||||
| 153822 | Cities 2021 | 2021 | 834400 | Yasothon Town Municipality | Thailand | 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. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 10 | Transportation > Waterborne navigation | Question not applicable | 01/20/2022 02:27:05 | ||
| 153823 | Cities 2021 | 2021 | 863190 | Renca | Chile | 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 | 16 | Improved resource efficiency (e.g. food, water, energy) | 01/20/2022 02:27:05 | |||
| 153824 | 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. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 14 | Waste > Solid waste disposal | Question not applicable | 01/20/2022 02:27:05 | ||
| 153825 | Cities 2021 | 2021 | 60906 | Municipalidad de Vitacura | Chile | Latin 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. | 4 | Please describe how the factor supports or challenges the adaptive capacity of your city | 1 | El municipio tiene capacidad técnica, humana y económica para generar una plétora de medidas de adaptación ante cambio climático. | 01/20/2022 02:27:05 | |||
| 153826 | Cities 2021 | 2021 | 53241 | City of Darwin | Australia | Southeast Asia and Oceania | 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 | Yes | 01/20/2022 02:27:05 | |||
| 153827 | Cities 2021 | 2021 | 46473 | Ayuntamiento de Zaragoza | Spain | Europe | 7. Local Government Emissions | Local Government Operations GHG Emissions Data | 7.5 | Please give the total amount of fuel (refers to Scope 1 emissions) that your local government has consumed this year. | 1 | Source | 5 | Question not applicable | 01/20/2022 02:27:05 | |||
| 153828 | Cities 2021 | 2021 | 54409 | Espoon kaupunki | Finland | Europe | 10. Transport | 10.4 | Provide information on GHG emissions from the transport sector. | 2 | Inventory year (numerical year) | 5 | Passenger Transport: Taxi/TNC | Question not applicable | 01/20/2022 02:27:05 | |||
| 153829 | Cities 2021 | 2021 | 50555 | City of Hamilton, ON | Canada | 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. | 6 | Emission factor value | 29 | Question not applicable | 01/20/2022 02:27:05 | |||
| 153830 | Cities 2021 | 2021 | 58636 | City of Bellingham, WA | United States of America | North 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 | 5 | Electronics | Question not applicable | 01/20/2022 02:27:05 | ||
| 153831 | Cities 2021 | 2021 | 31163 | Istanbul Metropolitan Municipality | Turkey | 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 | 8 | Transportation > On-road | 01/20/2022 02:27:05 | |||
| 153832 | Cities 2021 | 2021 | 44205 | Gwangmyeong City | Republic of Korea | East Asia | 7. Local Government Emissions | Local Government Operations GHG Emissions Data | 7.6 | Please provide total (Scope 1 + Scope 2) GHG emissions for your local government operations, in metric tonnes CO2e. | 2 | Total Scope 1 emissions (metric tonnes CO2e) | 1 | Local government emissions breakdown | Question not applicable | 01/20/2022 02:27:05 | ||
| 153833 | Cities 2021 | 2021 | 68384 | Prefeitura de Engenheiro Coelho | 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. | 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 | 18 | Total Waste | Question not applicable | 01/20/2022 02:27:05 | ||
| 153834 | Cities 2021 | 2021 | 54075 | City of Lakewood, CO | 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. | 14 | Is this target considered to be your cities most ambitious target? | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 153835 | Cities 2021 | 2021 | 37261 | City of Pietermaritzburg | South Africa | Africa | 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 | 2 | Environment, biodiversity, forestry | 01/20/2022 02:27:05 | |||
| 153836 | Cities 2021 | 2021 | 60216 | Växjö kommun | Sweden | 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 | 4 | Industrial | 01/20/2022 02:27:05 | |||
| 153837 | Cities 2021 | 2021 | 58627 | City of Alton, IL | 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 | 3 | Marginalized groups | 01/20/2022 02:27:05 | |||
| 153838 | Cities 2021 | 2021 | 74594 | City of Boynton Beach, FL | United States of America | North 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 | NA | 01/20/2022 02:27:05 | ||
| 153839 | Cities 2021 | 2021 | 859053 | City of Noboribetsu | 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. | 20 | Role in the GCC program | 5 | Question not applicable | 01/20/2022 02:27:05 | |||
| 153840 | Cities 2021 | 2021 | 834251 | Municipality of Coronel Dominguez | 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. | 14 | Web link | 8 | 01/20/2022 02:27:05 | ||||
| 153841 | Cities 2021 | 2021 | 826429 | Município de Figueira da Foz | Portugal | 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. | 14 | Total cost of the project | 12 | 51635.6 | 01/20/2022 02:27:05 | |||
| 153842 | Cities 2021 | 2021 | 834232 | Municipality of Caldas | Colombia | Latin America | 10. Transport | 10.2 | What is the mode share of each transport mode in your city for freight transport? | 1 | Mode share | 6 | In-land waterways | Question not applicable | 01/20/2022 02:27:05 | |||
| 153843 | Cities 2021 | 2021 | 73752 | Bontang City | Indonesia | Southeast Asia and Oceania | 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. | 4 | Emissions factors used | 1 | IPCC | 01/20/2022 02:27:05 | |||
| 153844 | Cities 2021 | 2021 | 54298 | Dalian Municipal People's Government | China | East Asia | 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 | ||
| 153845 | Cities 2021 | 2021 | 57616 | City of Lake Forest, IL | 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 | 3 | Dairy foods | Question not applicable | 01/20/2022 02:27:05 | |||
| 153846 | Cities 2021 | 2021 | 58668 | City of New Bedford, MA | United States of America | North America | 5. Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 5 | Start year of action | 6 | 01/20/2022 02:27:05 | ||||
| 153847 | Cities 2021 | 2021 | 859080 | Namie Town | Japan | East Asia | 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? | 4 | Please provide more details and/or link to more information about the energy efficiency target. | 2 | Municipal | Question not applicable | 01/20/2022 02:27:05 | |||
| 153848 | Cities 2021 | 2021 | 31114 | City of Sydney | Australia | Southeast Asia and Oceania | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.4 | Which gases are included in your city-wide emissions inventory? | 0 | 0 | NF3 | 01/20/2022 02:27:05 | ||||
| 153849 | Cities 2021 | 2021 | 35449 | Stadt Zürich | 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. | 9 | Renewable energy production (MWh) | 3 | 01/20/2022 02:27:05 | ||||
| 153850 | Cities 2021 | 2021 | 58489 | Høje-Taastrup Kommune | Denmark | 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. | 4 | If you have no indirect emissions to report, please select a notation key to explain why | 26 | Generation of grid-supplied energy > Electricity-only generation | 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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