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2019 Full Cities Dataset
This is a filtered view based on 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 328351 | Cities 2019 | 2019 | 73365 | Town of Ithaca | United States of America | North America | Emissions Reduction | Mitigation Target setting | 5.3a | Please provide details on the use of transferable emissions. | 4 | Please identify which target this refers to and describe the transferable emissions unit in particular the source of the transferable units | 1 | As the Town implements actions to reduce energy demand, improveenergy efficiency, and utilize renewable energy sources, major cuts inemissions can be achieved through the purchase of RenewableEnergy Credits or RECs. Until the Town is able to install renewableenergy systems of its own, RECs offset fossil fuel based electricityconsumption through clean, renewable energy. The purchase of RECssupports the development of new renewable energy generationcapacity nationwide, while significantly reducing the GHG emissionsassociated with the Town‟s electricity consumption. The Town shouldnot delay in purchasing RECs for 10% of its total electricityconsumption, however, treating this measure as a stepping stone tomore substantive and truly local renewable energy generation. | 24/06/2020 05:30:36 | |||
| 328352 | Cities 2019 | 2019 | 3417 | New York City | 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. | 10 | Please identify which vulnerable populations are affected | 5 | Women & girls | 24/06/2020 05:30:36 | |||
| 328353 | Cities 2019 | 2019 | 834289 | Municipality of Rauch | 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. | 4 | If you have no indirect emissions to report, please select a notation key to explain why | 15 | Waste > Biological treatment | N/A | 24/06/2020 05:30:36 | ||
| 328354 | Cities 2019 | 2019 | 69824 | Västervik | Sweden | Europe | Transport | 10.5 | 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 | 1 | Total fleet size | Hybid cars - driven on Biogas (100%) | 24/06/2020 05:30:36 | |||
| 328355 | Cities 2019 | 2019 | 73759 | Jambi City | Indonesia | Southeast Asia and Oceania | 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. | 2 | Where sources differ from the inventory, identify and explain these additions / exclusion | 0 | 24/06/2020 05:30:36 | ||||
| 328356 | Cities 2019 | 2019 | 59538 | City of Mississauga | Canada | North America | City Wide Emissions | City-wide GHG Emissions Data | 4.0 | Does your city have a city-wide emissions inventory to report? | 0 | 0 | Yes | 24/06/2020 05:30:36 | ||||
| 328357 | Cities 2019 | 2019 | 59536 | City of Kitchener | Canada | 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 | |||
| 328358 | Cities 2019 | 2019 | 31175 | City of Paris | France | Europe | 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) | 176591 | 24/06/2020 05:30:36 | ||
| 328359 | Cities 2019 | 2019 | 73645 | KwaDukuza | South Africa | 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. | 7 | Future change in intensity | 2 | Increasing | 24/06/2020 05:30:36 | |||
| 328360 | Cities 2019 | 2019 | 70005 | Tauragė | Lithuania | 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. | 2 | Did this hazard significantly impact your city before 2019? | 1 | No | 24/06/2020 05:30:36 | |||
| 328361 | Cities 2019 | 2019 | 54650 | Prefeitura de Palmas | Brazil | Latin America | Governance and Data Management | Governance | 1.0a | Please detail which goals and targets are incorporated in your city’s master plan and describe how these goals are addressed in the table below. | 1 | Goal type | 12 | Energy efficiency targets | 24/06/2020 05:30:36 | |||
| 328362 | Cities 2019 | 2019 | 59631 | City of San Leandro, CA | United States of America | 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. | 1 | Publication title and attach the document | 1 | San Leandro 2017 Climate Hazards Assessment | 24/06/2020 05:30:36 | |||
| 328363 | Cities 2019 | 2019 | 50557 | City of Norfolk | 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. | 10 | Primary fund source | 3 | 24/06/2020 05:30:36 | ||||
| 328364 | Cities 2019 | 2019 | 840036 | La Paz | Argentina | Latin America | Transport | 10.5 | Please provide the total fleet size and number of vehicle types for the following modes of transport: | 2 | Number of buses | 4 | Plug in hybrid | 24/06/2020 05:30:36 | ||||
| 328365 | Cities 2019 | 2019 | 31172 | Mexico City | Mexico | 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. | 3 | Means of implementation | 9 | Financial mechanism | 24/06/2020 05:30:36 | |||
| 328366 | Cities 2019 | 2019 | 73715 | Cosquín | Argentina | Latin America | 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. | 2 | Project title | 0 | 24/06/2020 05:30:36 | ||||
| 328367 | Cities 2019 | 2019 | 58489 | Hoeje-Taastrup Kommune | Denmark | Europe | Submit your response | Amendments_question | Please provide the following details about the amendments you have made to your CDP response. | 1 | Question number | 0 | 24/06/2020 05:30:36 | |||||
| 328368 | Cities 2019 | 2019 | 60216 | City of Växjö | Sweden | Europe | Energy | 8.6a | Please provide details on your city’s energy efficiency targets. | 4 | Total energy consumed/produced covered by target in base year (in unit specified in column 2) | 1 | 30.36 | 24/06/2020 05:30:36 | ||||
| 328369 | Cities 2019 | 2019 | 54066 | City of Fort Collins | 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. | 1 | Direct emissions / Scope 1 (metric tonnes CO2e) | 3 | Stationary energy > Institutional buildings & facilities | 7.07 | 24/06/2020 05:30:36 | ||
| 328370 | Cities 2019 | 2019 | 834278 | Municipality of Resistencia | Argentina | 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. | 8 | Timescale of reduction / savings / energy production | 22 | Other: Para el año 2030 | 24/06/2020 05:30:36 | |||
| 328371 | Cities 2019 | 2019 | 42178 | Distrito Metropolitano de Quito | Ecuador | Latin America | City Wide Emissions | City-wide GHG Emissions Data | 4.8 | Please indicate if your city-wide emissions have increased, decreased, or stayed the same since your last emissions inventory, and describe why. | 3 | Please explain and quantify changes in emissions | 1 | Please explain | 24/06/2020 05:30:36 | |||
| 328372 | Cities 2019 | 2019 | 74631 | Lubumbashi | Democratic Republic of the Congo | Africa | Water Security | Water Supply Management | 14.4 | Please select the actions you are taking to reduce the risks to your city’s water supply. | 4 | Action description and implementation progress | 1 | - Sensibilisation à la protection de sites de captage d'eau- Construction de centres didactiques pour la formation et l'éducation à l'environnement sur le site de captage - Construction des maisons de foret et reforestation de sites de captage | 24/06/2020 05:30:36 | |||
| 328373 | Cities 2019 | 2019 | 839970 | San Justo | 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. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling / Scope 2 (metric tonnes CO2e) | 3 | Stationary energy > Institutional buildings & facilities | 24/06/2020 05:30:36 | |||
| 328374 | Cities 2019 | 2019 | 50549 | City of Fort Worth | 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. | 9 | Most relevant assets / services affected overall | 2 | Society / community & culture | 24/06/2020 05:30:36 | |||
| 328375 | Cities 2019 | 2019 | 834238 | Municipality of Centeno | Argentina | Latin America | 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 | 1 | Total fleet size | 24/06/2020 05:30:36 | ||||
| 328376 | Cities 2019 | 2019 | 73648 | Arias | Argentina | 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. | 9 | Co-benefit area | 2 | Enhanced climate change adaptation | 24/06/2020 05:30:36 | |||
| 328377 | Cities 2019 | 2019 | 60385 | Alcaldía de Villavicencio | Colombia | Latin America | Water Security | Water Supply | 14.3a | Please identify the risks to your city’s water supply as well as the timescale and level of risk. | 1 | Risks | 5 | Inadequate or ageing infrastructure | 24/06/2020 05:30:36 | |||
| 328378 | Cities 2019 | 2019 | 54395 | Taoyuan City Government | Taiwan, Greater China | East Asia | Transport | 10.5 | Please provide the total fleet size and number of vehicle types for the following modes of transport: | 5 | Number of taxis | 1 | Total fleet size | 9943 | 24/06/2020 05:30:36 | |||
| 328379 | Cities 2019 | 2019 | 59158 | Moroni City | Comoros | Africa | 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) | 11 | Industrial Processes and Product Use – Scope 1 (IV) | 0 | 24/06/2020 05:30:36 | ||
| 328380 | Cities 2019 | 2019 | 54070 | City of Eugene | United States of America | North America | Adaptation | Adaptation Goals | 3.2 | Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal. | 2 | Target year | 2 | 2032 | 24/06/2020 05:30:36 | |||
| 328381 | Cities 2019 | 2019 | 58668 | City of New Bedford, MA | United States of America | North 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. | 1 | Factors that affect ability to adapt | 2 | Access to education | 24/06/2020 05:30:36 | |||
| 328382 | Cities 2019 | 2019 | 54088 | City of Peterborough | Canada | North America | Energy | 8.5 | How much (in MW capacity) renewable energy is installed within the city boundary in the following categories? | 2 | Please describe the scale of the energy source | 4 | Ground or water source | 24/06/2020 05:30:36 | ||||
| 328383 | Cities 2019 | 2019 | 840042 | Gislaveds Kommun | Sweden | 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. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 12 | Transportation > Off-road | 24/06/2020 05:30:36 | |||
| 328384 | Cities 2019 | 2019 | 50792 | Ville de Monaco | Monaco | 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. | 11 | Finance status | 2 | Pour la réglementation énergétique, les moyens de mise en oeuvre sont réglementaires (loi). | 24/06/2020 05:30:36 | |||
| 328385 | Cities 2019 | 2019 | 54092 | City of Ann Arbor | 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. | 2 | If you have no direct emissions to report, please select a notation key to explain why | 19 | IPPU > Industrial process | Not Estimated | 24/06/2020 05:30:36 | ||
| 328386 | Cities 2019 | 2019 | 44077 | Kampala City | Uganda | Africa | 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 | 20 | IPPU > Product use | 24/06/2020 05:30:36 | |||
| 328387 | Cities 2019 | 2019 | 68290 | Wyndham City Council | Australia | Southeast Asia and Oceania | 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. | 4 | Boundary of assessment relative to city boundary (reported in 0.1) | 5 | Same – covers entire city and nothing else | 24/06/2020 05:30:36 | |||
| 328388 | Cities 2019 | 2019 | 35877 | City of Pittsburgh | United States of America | North America | 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 | 1 | Buildings | 24/06/2020 05:30:36 | |||
| 328389 | Cities 2019 | 2019 | 60599 | Town of Bridgewater, NS | Canada | 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 | 6 | The Town expects impacts to be numerous, impacting municipal and community infrastructure, facilities and services, residents, the natural environment and economy. Please see pages 47-50 of the attached Municipal Climate Change Action Plan for more information on the potential impacts of the hazard. | 24/06/2020 05:30:36 | |||
| 328390 | Cities 2019 | 2019 | 59631 | City of San Leandro, CA | 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 | 6 | Limited change in overall rainfall, but extreme rain events are increasing via atmospheric rivers "pineapple express" which are projected to become more frequent and last longer by the end of the century. Increased intensity of rainfall events could disrupt electrical grid and stormdrain system | 24/06/2020 05:30:36 | |||
| 328391 | Cities 2019 | 2019 | 73663 | Correa | 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. | 2 | If you have no direct emissions to report, please select a notation key to explain why | 4 | Stationary energy > Industrial buildings & facilities | 24/06/2020 05:30:36 | |||
| 328392 | Cities 2019 | 2019 | 31180 | Región Metropolitana de Santiago | Chile | 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. | 6 | Future change in frequency | 4 | Increasing | 24/06/2020 05:30:36 | |||
| 328393 | Cities 2019 | 2019 | 54459 | City of Reykjavík | Iceland | 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. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling / Scope 2 (metric tonnes CO2e) | 4 | Stationary energy > Industrial buildings & facilities | 24/06/2020 05:30:36 | |||
| 328394 | Cities 2019 | 2019 | 69968 | Alcaldia de Rionegro | Colombia | Latin America | 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. | 4 | Status of financing | 9 | Project not funded and seeking full funding | 24/06/2020 05:30:36 | |||
| 328395 | Cities 2019 | 2019 | 60400 | Municipalidad de Temuco | Chile | 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. | 8 | When do you first expect to experience those changes? | 2 | Short-term (by 2025) | 24/06/2020 05:30:36 | |||
| 328396 | Cities 2019 | 2019 | 2430 | City of Burlington | 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. | 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 | 22 | AFOLU > Livestock | N/A | 24/06/2020 05:30:36 | ||
| 328397 | Cities 2019 | 2019 | 73690 | Villa General Belgrano | Argentina | 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. | 3 | Means of implementation | 8 | Infrastructure development | 24/06/2020 05:30:36 | |||
| 328398 | Cities 2019 | 2019 | 50377 | Municipio de Querétaro | 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. | 5 | Emissions occurring outside the city boundary as a result of in-city activities / Scope 3 (metric tonnes CO2e) | 19 | IPPU > Industrial process | 24/06/2020 05:30:36 | |||
| 328399 | Cities 2019 | 2019 | 60273 | Prefeitura de Extrema | 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 | 3 | Public health | 24/06/2020 05:30:36 | |||
| 328400 | Cities 2019 | 2019 | 60410 | Municipalidad de Peñalolén | Chile | 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. | 3 | Means of implementation | 6 | Capacity building and training activities | 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 2019.
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