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2021 Full Cities Dataset for Excel - Latin America
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| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 146401 | Cities 2021 | 2021 | 73667 | San Rafael de Heredia | Costa Rica | 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. | 16 | Select the initiatives that this target contributes towards | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 146402 | Cities 2021 | 2021 | 834403 | Municipality of San Martín de los Andes | Argentina | Latin America | 8. Energy | 8.3a | Please provide details on your city’s energy efficiency targets. | 2 | Energy efficiency type covered by target | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 146403 | Cities 2021 | 2021 | 50380 | Municipio de Bucaramanga | 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. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 11 | Transportation > Aviation | Question not applicable | 01/20/2022 02:27:05 | ||
| 146404 | Cities 2021 | 2021 | 60410 | Municipalidad de Peñalolén | Chile | Latin America | 12. Food | 12.4 | How does your city increase access to sustainable foods? | 1 | Action implemented | 3 | Do you use regulatory mechanisms that limit advertising of higher carbon foods (meat, dairy, ultra-processed)? | Question not applicable | 01/20/2022 02:27:05 | |||
| 146405 | Cities 2021 | 2021 | 826129 | Ayuntamiento de Jesús María | Mexico | Latin America | 10. Transport | 10.3 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 7 | Customer-drive carshares (e.g. Car2Go, Drivenow) fleet size | 3 | Hybrid | 01/20/2022 02:27:05 | ||||
| 146406 | Cities 2021 | 2021 | 50366 | Ayuntamiento de Cuernavaca | 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 | 29 | Generation of grid-supplied energy > Local renewable generation | Question not applicable | 01/20/2022 02:27:05 | ||
| 146407 | Cities 2021 | 2021 | 826381 | Junta Intermunicipal de la Región Norte del Estado de Jalisco (JINOR) | Mexico | Latin 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. | 3 | Sectors/areas covered by plan that addresses climate change adaptation | 1 | Public Health and Safety | 01/20/2022 02:27:05 | |||
| 146408 | Cities 2021 | 2021 | 54700 | Prefeitura Municipal de Sumaré | Brazil | Latin America | 13. Waste | 13.4 | What is the amount of solid waste being treated (tonnes/year) through the methods listed. | 1 | Tonnes/year | 6 | Open burning | Question not applicable | 01/20/2022 02:27:05 | |||
| 146409 | Cities 2021 | 2021 | 31180 | Región Metropolitana de Santiago | 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. | 12 | Total cost provided by the local government (currency) | 1 | 01/20/2022 02:27:05 | ||||
| 146410 | Cities 2021 | 2021 | 826201 | Ayuntamiento de Zapopan | Mexico | 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. | 18 | Web link to action website | 1 | https://www.zapopan.gob.mx/zapopan-ofrece-descuento-en-pago-del-predial-a-quien-utilice-ecotecnologias-en-su-vivienda/ | 01/20/2022 02:27:05 | |||
| 146411 | Cities 2021 | 2021 | 73712 | Camilo Aldao | Argentina | Latin 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. | 3 | Boundary of target relative to city boundary (reported in 0.1) | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 146412 | Cities 2021 | 2021 | 834289 | Municipality of Rauch | 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. | 11 | Total cost of the project (currency) | 17 | 400000 | 01/20/2022 02:27:05 | |||
| 146413 | Cities 2021 | 2021 | 50794 | Prefeitura Municipal de Caieiras | Brazil | Latin America | 6. Opportunities | Finance and Economic Opportunities | 6.5 | List any mitigation, adaptation, water related or resilience projects you have planned within your city for which you hope to attract financing and provide details on the estimated costs and status of the project. If your city does not have any relevant projects, please select 'No relevant projects' under 'Project Area'. | 6 | Identified financing model description | 1 | 01/20/2022 02:27:05 | ||||
| 146414 | Cities 2021 | 2021 | 834232 | Municipality of Caldas | Colombia | 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. | 7 | Intensity unit (Emissions per) | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 146415 | Cities 2021 | 2021 | 840927 | Prefeitura de São Cristóvão | 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 | 31 | Total Emissions (excluding generation of grid-supplied energy) | Question not applicable | 01/20/2022 02:27:05 | ||
| 146416 | Cities 2021 | 2021 | 840945 | Prefeitura de Santa Bárbara | Brazil | 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. | 7 | Where can the data be accessed? | 7 | SO2 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 146417 | Cities 2021 | 2021 | 60273 | Prefeitura de Extrema | Brazil | Latin America | 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. | 13 | Total Scope 3 emissions | 1 | City-wide emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 146418 | Cities 2021 | 2021 | 57509 | Prefeitura de Niterói | Brazil | Latin America | 5. Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 16 | Majority funding source | 7 | Local | Nenhuma estimativa de redução das emissões de GEE foi feita para os programas porque surgiram como justificativa de outras áreas, como melhoria a mobilidade urbana, etc. Para os próximos anos podemos utilizar aproximações para realizar essas estimativas.Alguns campos de valor de projeto não foram preenchidos porque fazem parte de um programa maior ou porque estão incluídos nos custos totais de determinada secretaria. Para os próximos anos podemos tentar segregar as despesas de cada projeto. | 01/20/2022 02:27:05 | ||
| 146419 | Cities 2021 | 2021 | 50364 | Municipalidad de La Paz | Bolivia (Plurinational State of) | Latin America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 4 | If you have no indirect emissions to report, please select a notation key to explain why | 8 | Transportation > On-road | Question not applicable | 01/20/2022 02:27:05 | ||
| 146420 | Cities 2021 | 2021 | 862705 | Comodoro Rivadavia | 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. | 11 | Total cost of the project (currency) | 16 | 01/20/2022 02:27:05 | ||||
| 146421 | 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 | 9 | Transportation > Rail | Question not applicable | 01/20/2022 02:27:05 | ||
| 146422 | Cities 2021 | 2021 | 848408 | Municipio de Cajamarca | Colombia | 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) | 6 | Transportation – Scope 2 (II.X.2) | Question not applicable | 01/20/2022 02:27:05 | ||
| 146423 | Cities 2021 | 2021 | 31176 | Prefeitura do Rio de Janeiro | Brazil | Latin America | 5. Emissions Reduction | Mitigation Target setting | 5.0b | Please provide details of your total fixed level target(s). | 4 | Explanation of boundary choice where the assessment boundary differs from the city boundary | 1 | 01/20/2022 02:27:05 | ||||
| 146424 | Cities 2021 | 2021 | 69834 | Municipalidad de General Alvear (Mendoza) | Argentina | Latin America | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 6 | Co-benefit area | 24 | Reduced GHG emissions | 01/20/2022 02:27:05 | |||
| 146425 | Cities 2021 | 2021 | 839665 | Ayuntamiento de Celaya | Mexico | Latin America | 6. Opportunities | Climate Action Planning | 6.13 | How many people within your city are employed in green jobs/industries? | 2 | If you measure green jobs in your city, please also indicate if you analyze demographic variables | 1 | Green jobs/industries | Question not applicable | 01/20/2022 02:27:05 | ||
| 146426 | Cities 2021 | 2021 | 834228 | Municipality of Curridabat | Costa Rica | 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. | 4 | Estimated probability of impact | 1 | Medium | 01/20/2022 02:27:05 | |||
| 146427 | Cities 2021 | 2021 | 839665 | Ayuntamiento de Celaya | Mexico | 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. | 5 | Explanation of boundary choice where the assessment boundary differs from the city boundary | 1 | 01/20/2022 02:27:05 | ||||
| 146428 | Cities 2021 | 2021 | 831812 | Municipalidad de Puerto Barrios | Guatemala | Latin 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? | 3 | Energy efficiency target | 5 | All building types | Question not applicable | 01/20/2022 02:27:05 | |||
| 146429 | Cities 2021 | 2021 | 60905 | Municipalidad de Maipú | 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. | 12 | Please describe the impacts experienced so far, and how you expect the hazard to impact in the future | 7 | 01/20/2022 02:27:05 | ||||
| 146430 | Cities 2021 | 2021 | 848137 | Beteitiva | Colombia | 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. | 4 | Implementation status | 4 | 01/20/2022 02:27:05 | ||||
| 146431 | Cities 2021 | 2021 | 31156 | Municipality of Curitiba | Brazil | Latin America | 2. Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0 | Has a climate change risk and vulnerability assessment been undertaken for your city? | 0 | 0 | Yes | 01/20/2022 02:27:05 | ||||
| 146432 | Cities 2021 | 2021 | 50370 | Municipalidad de Tampico | 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. | 4 | If you have no indirect emissions to report, please select a notation key to explain why | 24 | AFOLU > Other AFOLU | Question not applicable | 01/20/2022 02:27:05 | ||
| 146433 | Cities 2021 | 2021 | 42120 | City of Salvador | Brazil | Latin America | 5. Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 3 | Means of implementation | 8 | Development and implementation of action plan | 01/20/2022 02:27:05 | |||
| 146434 | Cities 2021 | 2021 | 850404 | Prefeitura de Guabiruba | Brazil | Latin 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. | 4 | Emissions factors used | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 146435 | Cities 2021 | 2021 | 839672 | Municipalidad Distrital de La Molina | Peru | 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. | 10 | Future expected magnitude of hazard | 1 | Medium | 01/20/2022 02:27:05 | |||
| 146436 | Cities 2021 | 2021 | 60414 | Municipalidad Venado Tuerto | Argentina | Latin 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 | 2 | Electric | 01/20/2022 02:27:05 | ||||
| 146437 | Cities 2021 | 2021 | 50366 | Ayuntamiento de Cuernavaca | Mexico | Latin America | 6. Opportunities | Finance and Economic Opportunities | 6.5 | List any mitigation, adaptation, water related or resilience projects you have planned within your city for which you hope to attract financing and provide details on the estimated costs and status of the project. If your city does not have any relevant projects, please select 'No relevant projects' under 'Project Area'. | 9 | Total investment cost needed | 5 | 01/20/2022 02:27:05 | ||||
| 146438 | Cities 2021 | 2021 | 50395 | Prefeitura de São Luís | Brazil | 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. | 3 | Average concentration for second most recent year available (ug/m3) | 7 | SO2 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 146439 | Cities 2021 | 2021 | 831812 | Municipalidad de Puerto Barrios | Guatemala | Latin America | 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. | 11 | Total (Scope 1 + Scope 2) emissions - please ensure this matches the total calculated field above | 1 | City-wide emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 146440 | Cities 2021 | 2021 | 60349 | Prefeitura de São Leopoldo | Brazil | Latin America | 8. Energy | 8.0a | Please provide details of your renewable energy target(s) and how the city plans to meet those targets. | 7 | Target year | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 146441 | Cities 2021 | 2021 | 839666 | Municipio de Escuintla | Guatemala | 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) | 6 | O3 (Daily maximum 8 hour mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 146442 | Cities 2021 | 2021 | 841003 | Ayuntamiento de Apodaca | 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) | 1 | Stationary energy > Residential buildings | Question not applicable | 01/20/2022 02:27:05 | ||
| 146443 | Cities 2021 | 2021 | 848404 | Mongui | Colombia | 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. | 2 | Sector | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 146444 | Cities 2021 | 2021 | 840153 | Municipality of Santa Catarina | Mexico | Latin America | 13. Waste | 13.3 | What is the amount of your city’s total solid waste collected for each of the following sectors (tonnes/year)? | 1 | Amount of solid waste generated (tonnes/year) | 3 | Commercial | Question not applicable | 01/20/2022 02:27:05 | |||
| 146445 | Cities 2021 | 2021 | 834278 | Municipality of Resistencia | Argentina | 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) | 19 | IPPU > Industrial process | 01/20/2022 02:27:05 | |||
| 146446 | Cities 2021 | 2021 | 848137 | Beteitiva | Colombia | Latin 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. | 2 | Where sources differ from the inventory, identify and explain these additions / exclusions | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 146447 | Cities 2021 | 2021 | 849040 | General Pueyrredon | Argentina | Latin America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1c | Have you compiled information related to climate risk, vulnerabilities, and adaptive capacities into a baseline synthesis report? | 1 | Response | 1 | Baseline synthesis report | Question not applicable | 01/20/2022 02:27:05 | ||
| 146448 | Cities 2021 | 2021 | 54681 | Prefeitura Municipal de Araçatuba | Brazil | Latin America | 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. | 3 | Comment | 1 | Rapid 43 kw and above | Question not applicable | 01/20/2022 02:27:05 | |||
| 146449 | Cities 2021 | 2021 | 68375 | Prefeitura de Abaetetuba | 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 | ||
| 146450 | Cities 2021 | 2021 | 58595 | Municipalidad de Belén | Costa Rica | 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. | 9 | Finance status | 11 | Seeking funding | 01/20/2022 02:27:05 |
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Description
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’.
This dataset contains the full responses of publicly disclosing cities in 2021. The platform is still open and the dataset is updated daily to reflect new submissions.
To view the cities 2021 questionnaire guidance, including all questions asked to cities in 2021, visit https://www.cdp.net/en/guidance/guidance-for-cities.
For any questions, including 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.
This view contains data from the CDP Cities Latin America Authority Region.
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