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2018 - 2019 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 536251 | Cities 2019 | 2019 | 73754 | Panaji | India | South and West Asia | Transport | 10.5 | Please provide the total fleet size and number of vehicle types for the following modes of transport: | 4 | Number of freight vehicles | 4 | Plug in hybrid | 24/06/2020 05:30:36 | ||||
| 536252 | Cities 2019 | 2019 | 59158 | Moroni City | Comoros | Africa | Climate Hazards & 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. | 9 | Most relevant assets / services affected overall | 3 | Environment, biodiversity, forestry | 24/06/2020 05:30:36 | |||
| 536253 | Cities 2019 | 2019 | 50203 | Gaziantep Metropolitan Municipality | Turkey | Europe | Adaptation | Adaptation Goals | 3.2 | Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal. | 1 | Adaptation goal | 4 | Improvement of non-insulating buildings in accordance with the minimum thermal conductivity coefficient recommended for Gaziantep climate zone | 24/06/2020 05:30:36 | |||
| 536254 | CDP Cities 2018 | 2018 | 55799 | Arlington, VA | United States of America | North America | Strategy | Transport | 11.4 | 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 | 2 | Electric | 24/06/2020 05:28:18 | |||
| 536255 | Cities 2019 | 2019 | 31117 | City of Toronto | Canada | North America | Climate Hazards & Vulnerability | Risk and Vulnerability Assessment | 2.0b | Please attach and provide details on your climate change risk and vulnerability assessment. Please provide details on the boundary of your assessment, and where this differs from your city’s boundary, please provide an explanation. | 8 | Does the assessment identify vulnerable populations? | 12 | No | 24/06/2020 05:30:36 | |||
| 536256 | Cities 2019 | 2019 | 31156 | Municipality of Curitiba | Brazil | Latin America | 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 | Estimated emissions reduction (metric tonnes CO2e) | 0 | 24/06/2020 05:30:36 | ||||
| 536257 | Cities 2019 | 2019 | 54098 | City of Thunder Bay | Canada | North America | Adaptation | Adaptation Planning | 3.1a | Please provide more information on your plan that addresses climate change adaptation 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. | 2 | Areas covered by adaptation plan | 1 | Fishery | 24/06/2020 05:30:36 | |||
| 536258 | Cities 2019 | 2019 | 59707 | Town of Princeton, NJ | United States of America | North America | 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 / Scope 2 (metric tonnes CO2e) | 17 | Waste > Wastewater | 24/06/2020 05:30:36 | |||
| 536259 | Cities 2019 | 2019 | 31151 | City of Basel-Stadt | Switzerland | Europe | Climate Hazards & 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. | 8 | When do you first expect to experience those changes? | 1 | Immediately | 24/06/2020 05:30:36 | |||
| 536260 | CDP Cities 2018 | 2018 | 50544 | City of Aurora, IL | United States of America | North America | Climate Hazards | Climate Hazards | 2.2a | 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 top 3 assets or services that are affected by the climate hazard, and provide a description of the impact. | 6 | Consequence of hazard | 1 | 24/06/2020 05:28:18 | ||||
| 536261 | Cities 2019 | 2019 | 54092 | City of Ann Arbor | United States of America | North America | Climate Hazards & 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 | 5 | Medium | 24/06/2020 05:30:36 | |||
| 536262 | Cities 2019 | 2019 | 834259 | Municipality of Lobos | Argentina | Latin America | 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 / Scope 1 (metric tonnes CO2e) | 29 | Generation of grid-supplied energy > Local renewable generation | 0 | 24/06/2020 05:30:36 | ||
| 536263 | Cities 2019 | 2019 | 60349 | Prefeitura de São Leopoldo | Brazil | Latin America | Climate Hazards & 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. | 9 | Most relevant assets / services affected overall | 1 | Environment, biodiversity, forestry | 24/06/2020 05:30:36 | |||
| 536264 | CDP Cities 2018 | 2018 | 8242 | City of Helsinki | Finland | Europe | Emissions Reduction: Local Government | Emissions Reduction Actions: Local Government | 8.1 | What actions are you undertaking to reduce your emissions in your local government operations? | 2 | Status of project | 2 | Implementation | 24/06/2020 05:28:18 | |||
| 536265 | CDP Cities 2018 | 2018 | 36039 | Accra Metropolitan Assembly | Ghana | Africa | Strategy | Energy | 9.0 | Please indicate the energy mix of electricity consumed in your city. | 1 | Coal | 1 | Energy consumption percentage | 24/06/2020 05:28:18 | |||
| 536266 | CDP Cities 2018 | 2018 | 59642 | City of Dublin, CA | United States of America | North America | City Wide Emissions | GHG Emissions Data | 7.3a | 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) | 15 | TOTAL Scope 3 emissions | 14994 | 24/06/2020 05:28:18 | ||
| 536267 | Cities 2019 | 2019 | 826396 | Munícipio de Sintra | Portugal | Europe | 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. | 4 | Status of action | 5 | Implementation | 24/06/2020 05:30:36 | |||
| 536268 | Cities 2019 | 2019 | 53959 | City of Fayetteville, AR | United States of America | North America | 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 | Total cost of the project | 10 | 4800000 | 24/06/2020 05:30:36 | |||
| 536269 | Cities 2019 | 2019 | 31175 | City of Paris | France | Europe | 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 | Action description and implementation progress | 11 | Biodiversity experts within the city of Paris assess if some potentially harmful insects arrive in Paris (e.g. tiger mosquitoe) | 24/06/2020 05:30:36 | |||
| 536270 | CDP Cities 2018 | 2018 | 31177 | Salt Lake City | United States of America | North America | Energy Data | Scope 2 Emissions Breakdown | 6.6 | How much electricity, heat, steam, and cooling (refers to Scope 2 emissions) has your local government purchased for its own consumption during the reporting year? | 4 | Units | 1 | kWh | Figures here (kWh) reflect reductions in electricity usage from Subscriber Solar blocks. (2017) | 24/06/2020 05:28:18 | ||
| 536271 | Cities 2019 | 2019 | 73712 | Camilo Aldao | Argentina | Latin America | Climate Hazards & Vulnerability | Climate Hazards | 2.2 | Please identify and describe the factors that most greatly affect your city’s ability to adapt to climate change and indicate how those factors either support or challenge this ability. | 3 | Please describe the factor and the degree to which it supports or challenges the adaptive capacity of your city | 5 | Se trabaja con la comunidad, en especial a través de las escuelas para lograr las condiciones ambientales. | 24/06/2020 05:30:36 | |||
| 536272 | Cities 2019 | 2019 | 54588 | West Coast District Municipality | South Africa | Africa | Transport | 10.5 | Please provide the total fleet size and number of vehicle types for the following modes of transport: | 1 | Number of private cars | 1 | Total fleet size | 24/06/2020 05:30:36 | ||||
| 536273 | CDP Cities 2018 | 2018 | 54389 | Taichung City Government | Taiwan, Greater China | East Asia | Opportunities | Opportunities | 5.0a | Please indicate the opportunities and describe how the city is positioning itself to take advantage of them. | 1 | Opportunity | 2 | Other: Green transportation | 24/06/2020 05:28:18 | |||
| 536274 | Cities 2019 | 2019 | 36286 | Comune di Ferrara | Italy | Europe | 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 | Total cost provided by the local government | 17 | 2500000 | 24/06/2020 05:30:36 | |||
| 536275 | Cities 2019 | 2019 | 50543 | Halifax Regional Municipality | Canada | North America | Transport | 10.5 | Please provide the total fleet size and number of vehicle types for the following modes of transport: | 5 | Number of taxis | 4 | Plug in hybrid | HRM's existing vehicle-kilometres travelled (VKT) model does not presently include mode share statistics for each of these modes. The data will be provided should they be come available.The data provided come from 2018 vehicle registration statistics compiled and provided by the Province of Nova Scotia. Numbers of buses and municipal fleet vehicles are provided directly by HRM. | 24/06/2020 05:30:36 | |||
| 536276 | CDP Cities 2018 | 2018 | 50673 | Município de Faro | Portugal | Europe | Emissions Reduction: Local Government | Emissions Reduction Actions: Local Government | 8.1 | What actions are you undertaking to reduce your emissions in your local government operations? | 5 | Project description | 1 | - energy audits of municipal buildings- micro generation implementation- installation of intelligent systems- replacing fixtures | 24/06/2020 05:28:18 | |||
| 536277 | Cities 2019 | 2019 | 54082 | City of Hollywood, FL | United States of America | North America | Climate Hazards & 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 | 4 | We have a coastal aquifer, sea level rise increases salt water intrusion. We have western wells and a deeper, brackish aquifer to rely on in the immediate planning horizon. | 24/06/2020 05:30:36 | |||
| 536278 | Cities 2019 | 2019 | 58670 | City of Monrovia | Liberia | Africa | 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 | Role in the GCC program | 1 | Not sure I understand this question well. I think it has no connection with the GCC. | 24/06/2020 05:30:36 | |||
| 536279 | Cities 2019 | 2019 | 31166 | Jakarta City Government | Indonesia | Southeast Asia and Oceania | 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 | Name of the engagement activities | 15 | 24/06/2020 05:30:36 | ||||
| 536280 | Cities 2019 | 2019 | 3417 | New York City | United States of America | North America | 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. | 10 | Action description | 6 | Local Law 32 of 2018:In 2018, New York City Council passed a law requiring the adoption of “stretch” versions of the energy code in 2019 and 2022which could realize a 20 percent and 40 percent energy intensity reduction, respectively, over current constructionstandards for new and substantially renovated buildings. Beginning in 2025, all large new buildings would berequired to build to very-low energy design targets. Energy design targets for new construction provide basicmetrics of efficiency that a building must meet and do not prescribe methods, giving developers flexibility to reachtargets. This approach can achieve significantly greater energy reductions than incremental energy code updatesto specific measures. | 24/06/2020 05:30:36 | |||
| 536281 | CDP Cities 2018 | 2018 | 54337 | Greater Amman Municipality | Jordan | Middle East | Emissions Reduction: City-wide | Emissions Reduction Actions : City-wide | 8.4 | What actions is your city taking to reduce emissions? Please also indicate estimated emissions reduction potential and status of the emissions reduction actions your city has planned. | 5 | Project description | 5 | Project to build 2 lines of BRT with a total length of 25km within Amman. These will link with a BRT line to Zarqa the nearest neighbouring major city, which has many commuters who travel daily to Amman. Currently bus type to be used is still under consideration, however it is expected to be Euro V diesel. Emissions reduction will depend on type of fuel. | 24/06/2020 05:28:18 | |||
| 536282 | Cities 2019 | 2019 | 36036 | City of Ibadan | Nigeria | Africa | Adaptation | Adaptation Planning | 3.1a | Please provide more information on your plan that addresses climate change adaptation 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. | 11 | Description of the stakeholder engagement processes | 3 | 24/06/2020 05:30:36 | ||||
| 536283 | CDP Cities 2018 | 2018 | 52894 | City of Winston-Salem | United States of America | North America | Governance and Data Management | Governance | 1.2 | Please describe the administrative structure of your government. | 1 | Administrative structure | 1 | Government structure | One tiered – city government responsible for all city functions | 24/06/2020 05:28:18 | ||
| 536284 | Cities 2019 | 2019 | 73301 | City of Gretna, LA | United States of America | North America | 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. | 7 | Finance status | 9 | 24/06/2020 05:30:36 | ||||
| 536285 | CDP Cities 2018 | 2018 | 60292 | Prefeitura de Jahu | Brazil | Latin America | Strategy | Emissions Reduction: City-wide | 8.3 | Do you have a GHG emissions reduction target in place at the city-wide level? Select all that apply. | 0 | 0 | No target | 24/06/2020 05:28:18 | ||||
| 536286 | Cities 2019 | 2019 | 831926 | Ramallah | State of Palestine | Middle East | Climate Hazards & 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 | 2 | 24/06/2020 05:30:36 | ||||
| 536287 | Cities 2019 | 2019 | 834406 | Municipality of San Pedro Tlaquepaque | Mexico | Latin America | 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 | 19 | IPPU > Industrial process | 24/06/2020 05:30:36 | |||
| 536288 | Cities 2019 | 2019 | 73413 | Commune de Cocody | Côte d'Ivoire | Africa | Opportunities | Opportunities | 6.2 | List any emission reduction, 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. | 5 | Project description | 6 | Les mangroves agissent comme des systèmes de filtration naturelle des pépinières, pour de nombreuses espèces d’animaux aquatiques, protègent contre l’érosion et les dégâts des eaux de crues et des orages. La revitalisation des mangroves de la ville de Cocody et partant, du Grand Abidjan, aidera les populations locales des villages côtiers, à conserver leurs ressources en eau, à garantir la biodiversité locale et à mettre en place de nouvelles protections de lutte contre les problèmes liés au changement climatique. Les mesures visant à réduire les déchets ménagers à la décharge d’Akouédo, grâce à des programmes de traitement de ces déchets par le biogaz et le bioéthanol, contribueront également à réduire les infiltrations dans les sources d’eaux souterraines. En outre, la production d’engrais bon marché et de haute qualité à partir de ce procédé,réduira l’utilisation d’engrais chimiques, minimisera ou évitera la dégradation de la qualité des eaux souterraines, principales sources d’eau potable d’Abidjan | 24/06/2020 05:30:36 | |||
| 536289 | Cities 2019 | 2019 | 36286 | Comune di Ferrara | Italy | Europe | 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. | 8 | Timescale of reduction / savings / energy production | 27 | Per year | 24/06/2020 05:30:36 | |||
| 536290 | Cities 2019 | 2019 | 57347 | Pingtung County Government | Taiwan, Greater China | East Asia | 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. | 8 | Timescale of reduction / savings / energy production | 2 | Per year | 24/06/2020 05:30:36 | |||
| 536291 | Cities 2019 | 2019 | 59657 | City of Beaverton, OR | United States of America | North America | 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. Scopes are a common categorization method. | 1 | Total Scope 1 + Scope 2 emissions (metric tonnes CO2e) | 1 | Local government emissions breakdown | 24/06/2020 05:30:36 | |||
| 536292 | Cities 2019 | 2019 | 54111 | City of Iowa City | United States of America | North America | Emissions Reduction | Mitigation Target setting | 5.0a | Please provide details of your total city-wide base year emissions reduction (absolute) target. In addition, you may add rows to provide details of your sector-specific targets, by providing the base year emissions specific to that target. | 1 | Sector | 2 | All emissions sources included in city inventory | 24/06/2020 05:30:36 | |||
| 536293 | Cities 2019 | 2019 | 826396 | Munícipio de Sintra | Portugal | Europe | 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 | 21 | Total IPPU | 24/06/2020 05:30:36 | |||
| 536294 | Cities 2019 | 2019 | 60369 | Alcaldía Municipal de Armenia | Colombia | Latin America | 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 | Primary fund source | 2 | Local | 24/06/2020 05:30:36 | |||
| 536295 | CDP Cities 2018 | 2018 | 35272 | City of New Haven (CT) | United States of America | North America | City Wide Emissions | GHG Emissions Data | 7.5 | Please attach your city-wide inventory in the table below. | 3 | Level of confidence | 1 | Medium | 24/06/2020 05:28:18 | |||
| 536296 | CDP Cities 2018 | 2018 | 35877 | City of Pittsburgh | United States of America | North America | Emissions Reduction: Local Government | Emissions Reduction Actions: Local Government | 8.1 | What actions are you undertaking to reduce your emissions in your local government operations? | 4 | Estimated emissions reduction timescale | 5 | Projected lifetime | 24/06/2020 05:28:18 | |||
| 536297 | Cities 2019 | 2019 | 50394 | Prefeitura Municipal de João Pessoa | Brazil | Latin America | 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) | 7 | Transportation – Scope 3 (II.X.3) | 0 | Os valores foram retirados da tabela 9 do inventário em anexo, que traz um sumário de emissões totais. Essa tabela informa os valores arredondados. A Tabela 10 fornece dados mais específicos, e com menor nível de arredondamento. | 24/06/2020 05:30:36 | |
| 536298 | Cities 2019 | 2019 | 44185 | Suwon City | Republic of Korea | East Asia | City Wide Emissions | City-wide GHG Emissions Data | 4.2 | Please indicate the category that best describes the boundary of your city-wide GHG emissions inventory. | 1 | Boundary of inventory relative to city boundary (reported in 0.1) | 1 | Please explain | Same – covers entire city and nothing else | 24/06/2020 05:30:36 | ||
| 536299 | CDP Cities 2018 | 2018 | 31154 | Bogotá Distrito Capital | Colombia | Latin America | Opportunities | 5.1 | Does your city collaborate in voluntary partnership with businesses in your city on sustainability projects? | 0 | 0 | Intending to undertake in future | 24/06/2020 05:28:18 | |||||
| 536300 | Cities 2019 | 2019 | 54048 | City of Knoxville | United States of America | North America | 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 | 21 | Total IPPU | 24/06/2020 05:30:36 |
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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 2018 and 2019.
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