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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 306501 | Cities 2021 | 2021 | 50369 | Ayuntamiento de San Luis Potosí | 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 | 30 | Total Generation of grid-supplied energy | Question not applicable | 01/20/2022 02:27:05 | ||
| 306502 | Cities 2021 | 2021 | 54662 | Prefeitura do Município de Maringá | Brazil | Latin America | 12. Food | 12.4 | How does your city increase access to sustainable foods? | 1 | Action implemented | 2 | Do you tax/ban higher carbon foods (meat, dairy, ultra-processed)? | Question not applicable | 01/20/2022 02:27:05 | |||
| 306503 | Cities 2021 | 2021 | 840030 | Reconquista | Argentina | 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. | 7 | If the city boundary is different from the plan boundary, please explain why | 1 | Los límites coinciden | 01/20/2022 02:27:05 | |||
| 306504 | Cities 2021 | 2021 | 841269 | Municipalidad de Montecarlo | 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 | 18 | Greening the economy | 01/20/2022 02:27:05 | |||
| 306505 | Cities 2021 | 2021 | 31170 | Metropolitan Municipality of Lima | Peru | 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. | 8 | Total Scope 2 emissions | 1 | City-wide emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 306506 | Cities 2021 | 2021 | 845307 | Zarcero | 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. | 6 | Co-benefit area | 2 | Improved resource efficiency (e.g. food, water, energy) | 01/20/2022 02:27:05 | |||
| 306507 | Cities 2021 | 2021 | 850424 | Prefeitura de Itapoá | Brazil | Latin America | 5. Emissions Reduction | Mitigation Target setting | 5.0b | Please provide details of your total fixed level target(s). | 11 | Is this target considered to be your cities most ambitious target? | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 306508 | Cities 2021 | 2021 | 60348 | Prefeitura de São José dos Pinhais | 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. | 20 | Role in the GCC program | 2 | Question not applicable | 01/20/2022 02:27:05 | |||
| 306509 | Cities 2021 | 2021 | 31176 | Prefeitura do Rio de Janeiro | Brazil | 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 | |||
| 306510 | Cities 2021 | 2021 | 54617 | Alcaldia de Pereira | Colombia | 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 | 3 | Development of waste management-sector | 01/20/2022 02:27:05 | |||
| 306511 | Cities 2021 | 2021 | 840935 | Prefeitura de Brasiléia | Brazil | 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. | 5 | Base year | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 306512 | Cities 2021 | 2021 | 834261 | Municipality of Irapuato | Mexico | 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. | 2 | Comment | 1 | Emissions methodology | Question not applicable | 01/20/2022 02:27:05 | ||
| 306513 | Cities 2021 | 2021 | 834289 | Municipality of Rauch | 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. | 16 | Majority funding source | 11 | 01/20/2022 02:27:05 | ||||
| 306514 | Cities 2021 | 2021 | 832000 | Municipalidad de Desamparados | 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. | 8 | Action description and implementation progress | 1 | Actualmente, el cantón de desamparados ha formado y capacitado alrededor de 18 Comités Comunales de Emergencias, de los cuales se les ha brindado capacitaciones en Organización, Aprendizaje y Capacitación Continua, Herramientas Comunitarias en Prevención y Preparativo, Inventario de Recursos, Identificación de amenazas y áreas más vulnerables, Historia de eventos de desastres, Señalización de rutas críticas o expuestas a amenazas frecuentes, Reconocimiento de Posibles Albergues, Plan Comunitario de Emergencias, Línea de Tiempo, Simulaciones y Simulacros. En los Talleres se ha logrado: •Divulgar el desarrollo de las capacidades a nivel comunal sobre gestión del riesgo a desastres, mediante la mejora de la vigilancia de las mismas, con el fin de reducir la vulnerabilidad, así como la mejora continua de la organización comunitaria para prevenir, prepararse y responder a los riesgos de desastres en el ámbito comunal. •Promover un desarrollo seguro y resiliente, así como las lecciones aprendidas en esas áreas temáticas. •Se fomentaron espacios para el intercambio e interacción abierta entre líderes, comunidad e interesados.•Se buscó promover conciencia de la importancia de los Comités Comunales de Emergencias, como estructuras esenciales del Sistema Nacional de Gestión del Riesgo. •Informar las generalidades del Sistema Nacional de Gestión de Riesgo en la organización de los CCEs. | 01/20/2022 02:27:05 | |||
| 306515 | Cities 2021 | 2021 | 42123 | City of Goiânia | 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. | 9 | Comment on level of confidence | 1 | Question not applicable | 01/20/2022 02:27:05 | |||
| 306516 | Cities 2021 | 2021 | 848137 | Beteitiva | Colombia | 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 | ||||
| 306517 | Cities 2021 | 2021 | 54700 | Prefeitura Municipal de Sumaré | 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 | 9 | Transportation > Rail | Question not applicable | 01/20/2022 02:27:05 | ||
| 306518 | Cities 2021 | 2021 | 57509 | Prefeitura de Niterói | Brazil | Latin America | 3. Adaptation | Adaptation Planning Process | 3.4 | Does your local/regional government apply a Monitoring and Evaluation (M&E) system for monitoring the implementation of adaptation goals and targets as part of the climate adaptation plan (or integrated climate action plan)? | 2 | Description of Monitoring and Evaluation (M&E) system applied | 1 | Monitoring & Evaluation (M&E) system | Question not applicable | 01/20/2022 02:27:05 | ||
| 306519 | Cities 2021 | 2021 | 51374 | Prefeitura de Rio Branco | 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. | 1 | Number of charging points | 3 | Slow 3kw or below | Question not applicable | 01/20/2022 02:27:05 | |||
| 306520 | Cities 2021 | 2021 | 50381 | Municipio de Torreón | Mexico | 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 | 10 | viruses dispersion, disease transmission, adults and children missing their daily activities such as work and school | 01/20/2022 02:27:05 | |||
| 306521 | Cities 2021 | 2021 | 845131 | Prefeitura de Dois Irmãos | Brazil | Latin America | 6. Opportunities | Climate Action Planning | 6.13 | How many people within your city are employed in green jobs/industries? | 4 | Comment | 1 | Green jobs/industries | Question not applicable | 01/20/2022 02:27:05 | ||
| 306522 | Cities 2021 | 2021 | 832000 | Municipalidad de Desamparados | Costa Rica | 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. | 1 | Adaptation goal | 11 | 01/20/2022 02:27:05 | ||||
| 306523 | Cities 2021 | 2021 | 45219 | Município de Aparecida | 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. | 11 | Comment | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 306524 | Cities 2021 | 2021 | 50383 | Prefeitura de Sorocaba | Brazil | Latin America | 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 | 5 | Hydrogen | frota de taxi: base maio/2018 - https://www.urbes.com.br/taxis-dados-operacionaisNúmero de ônibus do sistema de transporte urbano: base janeiro/2018 - https://www.urbes.com.br/frota-total | 01/20/2022 02:27:05 | |||
| 306525 | Cities 2021 | 2021 | 45219 | Município de Aparecida | 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) | 5 | NO2 (1 year (annual) mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 306526 | Cities 2021 | 2021 | 848937 | Rio das Flores | Brazil | Latin America | 5. Emissions Reduction | Mitigation Target setting | 5.0d | Please provide details of your total city-wide baseline scenario target(s), including projected business as usual emissions. | 12 | Is this target considered to be your cities most ambitious target? | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 306527 | Cities 2021 | 2021 | 862950 | Prefeitura de Rafard | Brazil | 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 | 4 | Plug in hybrid | 01/20/2022 02:27:05 | ||||
| 306528 | Cities 2021 | 2021 | 57509 | Prefeitura de Niterói | Brazil | 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 | 9 | Enhanced climate change adaptation | 01/20/2022 02:27:05 | |||
| 306529 | Cities 2021 | 2021 | 841269 | Municipalidad de Montecarlo | Argentina | 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) | 17 | TOTAL BASIC+ emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 306530 | Cities 2021 | 2021 | 60318 | Prefeitura de Porto Velho | Brazil | 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 | 2 | Municipal | Question not applicable | 01/20/2022 02:27:05 | |||
| 306531 | Cities 2021 | 2021 | 848122 | Alajuela | Costa Rica | Latin America | 8. Energy | 8.4 | Please report the following energy access related information for your city. | 7 | Comment | 1 | Energy access | La dotación de Energía Eléctrica es un Monopolio del Gobierno Central (Geotérmica, Hidroeléctrica y Solar) son manejadas por el Instituto Costarricense de Electricidad (ICE), EL Petróleo y sus derivados son manejados en un Monopolio del Gobierno Central por parte de la Refinador Costarricense de Petróleo (RECOPE), por lo Anterior todos los datos sobre los consumos de estas energías no son de dominio ni competencia Municipal | 01/20/2022 02:27:05 | |||
| 306532 | Cities 2021 | 2021 | 863464 | Tilarán | Costa Rica | 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. | 10 | Describe the synergies, trade-offs, and co-benefits of this interaction | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 306533 | Cities 2021 | 2021 | 50365 | Municipalidad de Valparaíso | Chile | 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. | 2 | Where data is not available, please explain why | 5 | Transportation – Scope 1 (II.X.1) | Question not applicable | 01/20/2022 02:27:05 | ||
| 306534 | Cities 2021 | 2021 | 845307 | Zarcero | Costa Rica | 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. | 3 | Current probability of hazard | 4 | Medium | 01/20/2022 02:27:05 | |||
| 306535 | Cities 2021 | 2021 | 60373 | Alcaldía de Ríohacha | Colombia | Latin America | 4. City-wide Emissions | GCoM Emission Factor and Activity Data | 4.14a | Please provide a summary of emissions factors and activity data used in your inventory. | 1 | Applicable sub-sector | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 306536 | Cities 2021 | 2021 | 848131 | Gámeza | 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. | 1 | Direct emissions (metric tonnes CO2e) | 30 | Total Generation of grid-supplied energy | 01/20/2022 02:27:05 | |||
| 306537 | Cities 2021 | 2021 | 832000 | Municipalidad de Desamparados | Costa Rica | 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. | 5 | Areas covered by action plan | 2 | ICT (Information and Communication Technology) | 01/20/2022 02:27:05 | |||
| 306538 | Cities 2021 | 2021 | 60414 | Municipalidad Venado Tuerto | 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. | 9 | Renewable energy production (MWh) | 3 | 01/20/2022 02:27:05 | ||||
| 306539 | Cities 2021 | 2021 | 60414 | Municipalidad Venado Tuerto | Argentina | 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. | 6 | Frequency of measurements (e.g. hourly, daily) | 3 | PM10 (1 year (annual) mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 306540 | Cities 2021 | 2021 | 826201 | Ayuntamiento de Zapopan | Mexico | 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. | 4 | Stakeholder consultation reference document for this inventory, including consultation process and results | 1 | Please complete | Programa de Cooperación Urbana Internacional Región Norteamérica (IUC-NA)Universidad de GuadalajaraCIESASCAPSUS | 01/20/2022 02:27:05 | ||
| 306541 | Cities 2021 | 2021 | 73734 | Envigado | 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 | 20 | IPPU > Product use | 01/20/2022 02:27:05 | |||
| 306542 | Cities 2021 | 2021 | 31155 | City of Buenos Aires | Argentina | 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. | 1 | Factors that affect ability to adapt | 7 | Access to quality / relevant data | 01/20/2022 02:27:05 | |||
| 306543 | Cities 2021 | 2021 | 831952 | Municipalidad de Portoviejo | Ecuador | 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. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 13 | Total Transport | 01/20/2022 02:27:05 | |||
| 306544 | Cities 2021 | 2021 | 60351 | Prefeitura de Sobral | Brazil | 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. | 12 | Is this target considered to be your cities most ambitious target? | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 306545 | Cities 2021 | 2021 | 832002 | Municipalidad de Quepos | Costa Rica | 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. | 11 | Percentage of target achieved so far | 2 | 0 | 01/20/2022 02:27:05 | |||
| 306546 | Cities 2021 | 2021 | 73725 | Guaminí | Argentina | 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. | 5 | Calculated Total Scope 1 emissions | 1 | City-wide emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 306547 | Cities 2021 | 2021 | 863478 | Coatzacoalcos | Mexico | Latin America | 10. Transport | 10.1 | What is the mode share of each transport mode in your city for passenger transport? | 10 | Comment | 1 | Please complete | Question not applicable | 01/20/2022 02:27:05 | |||
| 306548 | Cities 2021 | 2021 | 54692 | Prefeitura Municipal de Sertãozinho | 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. | 6 | Frequency of measurements (e.g. hourly, daily) | 3 | PM10 (1 year (annual) mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 306549 | Cities 2021 | 2021 | 848145 | Ciudad Madero | Mexico | Latin America | 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. | 1 | Reason | 1 | Please explain | Question not applicable | 01/20/2022 02:27:05 | ||
| 306550 | Cities 2021 | 2021 | 50397 | Presidencia Municipal de Saltillo | 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. | 7 | Does the assessment identify vulnerable populations? | 2 | Yes | 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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