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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 340001 | Cities 2019 | 2019 | 50361 | Ayuntamiento de Hermosillo | Mexico | Latin 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. | 5 | Co-benefit area | 6 | Improved public health | 24/06/2020 05:30:36 | |||
| 340002 | Cities 2019 | 2019 | 36469 | Comune dell'Aquila | 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. | 13 | Total cost provided by the local government | 2 | 24/06/2020 05:30:36 | ||||
| 340003 | Cities 2019 | 2019 | 54109 | City of Bloomington | United States of America | North America | 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. | 2 | Describe how the city is maximizing this opportunity | 4 | Year of Food: 2019 is the Year of Food for the City of Bloomington. This campaign seeks to promote food equity in the community and economic opportunities for local farmers. To start, several surveys are being conducted to get a baseline measurement of current local food purchasing, healthy food access, and food gardens. Once these surveys are completed, implementation strategies will be identified to help make the local food system stronger. Several film and pop-up art shows are also being planned, along with media opportunities to educate the public about the broader food system.Indiana Farm Connect - In 2019, the City of Bloomington has partnered on a new statewide, USDA funded initiative to improve local food supply chains in Indiana. A new Local Food Coordinator has been hired to work on this initiative for the Monroe County area over the next three years. Project objectives include: 1) facilitating relationship development between local farmers and institutional buyers, 2) implementing policy changes to create a more secure and sustainable food system in Bloomington, 3) organizing workshops & providing technical assistance to help farmers scale for wholesale production, 4) creation of a food safety curriculum for value added producers.Farmers’ Market - The Bloomington Community Farmers’ Market has been a city managed event for 45 years, providing weekly opportunities for local farmers to sell their products to Bloomington residents. In 2018, approximately 131 farm vendors from Monroe County and the surrounding state, sold about $3 million worth of products to more than 250,000 visitors. A number of educational events are also organized annually to help promote the farmers’ market, including farm tours & dinners, cooking demonstrations, and tastings. The market also facilitates several programs to make healthy food more accessible to low-income audiences: Double Up SNAP, Senior & WIC Farmers’ Market Nutrition Programs, the Farm to Family Fund at Tuesday Market, Produce Prescriptions with Volunteers in Medicine, post-market donations to the Hoosier Hills Food Bank, etc. | 24/06/2020 05:30:36 | |||
| 340004 | Cities 2019 | 2019 | 49334 | City of Richmond, VA | 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. | 1 | Climate hazards | 6 | Storm and wind > Cyclone (Hurricane / Typhoon) | 24/06/2020 05:30:36 | |||
| 340005 | Cities 2019 | 2019 | 834301 | Municipality of San Antonio de Areco | 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. | 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 | 8 | Transportation > On-road | N/A | 24/06/2020 05:30:36 | ||
| 340006 | Cities 2019 | 2019 | 50544 | City of Aurora, IL | 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. | 6 | Energy savings (MWh) | 1 | 24/06/2020 05:30:36 | ||||
| 340007 | Cities 2019 | 2019 | 35907 | Bangalore | 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: | 6 | Transport Network Companies (e.g. Uber, Lyft) fleet size | 4 | Plug in hybrid | 24/06/2020 05:30:36 | ||||
| 340008 | Cities 2019 | 2019 | 31181 | City of Philadelphia | United States of America | 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. | 12 | Web link | 1 | tiny.cc/GrowingStrongerPHL | 24/06/2020 05:30:36 | |||
| 340009 | Cities 2019 | 2019 | 54100 | City of Columbia, MO | 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. | 3 | Amount | 7 | 14901 | Taken from Muni GHG data files. Some of the breakdown between the scope 1 and 2 emissions got a little difficult. May want to fact check. | 24/06/2020 05:30:36 | ||
| 340010 | Cities 2019 | 2019 | 54335 | Government of the City of Yogyakarta | Indonesia | Southeast Asia and Oceania | 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 | 27 | Generation of grid-supplied energy > CHP generation | 24/06/2020 05:30:36 | |||
| 340011 | Cities 2019 | 2019 | 50382 | Municipio de Mérida | 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 | 5 | Policy and regulation | 24/06/2020 05:30:36 | |||
| 340012 | Cities 2019 | 2019 | 31055 | Glasgow City Council | United Kingdom of Great Britain and Northern Ireland | 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. | 3 | Current probability of hazard | 6 | Medium High | 24/06/2020 05:30:36 | |||
| 340013 | Cities 2019 | 2019 | 834289 | Municipality of Rauch | Argentina | Latin 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 | 2 | Pre-feasibility study status | 24/06/2020 05:30:36 | |||
| 340014 | Cities 2019 | 2019 | 74673 | İzmir Metropolitan Municipality | Turkey | 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. | 7 | Renewable energy production (MWh) | 17 | 24/06/2020 05:30:36 | ||||
| 340015 | Cities 2019 | 2019 | 73680 | Carcarana | Argentina | Latin America | 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. | 3 | Emissions factors used | 1 | IPCC | 24/06/2020 05:30:36 | |||
| 340016 | Cities 2019 | 2019 | 50362 | Municipalidad de Concepción | Chile | Latin America | Introduction | City Details | 0.5 | Please provide details of your city’s current population. Report the population in the year of your reported inventory, if possible. | 2 | Current population year | 1 | Please complete | 2017 | 24/06/2020 05:30:36 | ||
| 340017 | Cities 2019 | 2019 | 50541 | City of Greensboro | 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 | 2 | Marginalized groups | 24/06/2020 05:30:36 | |||
| 340018 | Cities 2019 | 2019 | 59996 | Batangas City | Philippines | Southeast Asia and Oceania | 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 | Not Occurring | 24/06/2020 05:30:36 | ||
| 340019 | Cities 2019 | 2019 | 55324 | Município de Guimarães | Portugal | 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. | 9 | Co-benefit area | 9 | Enhanced climate change adaptation | 24/06/2020 05:30:36 | |||
| 340020 | Cities 2019 | 2019 | 839931 | Dong Hoi City | Viet Nam | Southeast Asia and Oceania | Governance and Data Management | Governance | 1.1a | Please select any commitments to climate adaptation and/or mitigation your city has signed and attach evidence. | 1 | Name of commitment and attach document | 3 | Other: Action Plan for Implementation of Paris Agreement in Dong Hoi City.Attached document: Paris Agreement.pdf | 24/06/2020 05:30:36 | |||
| 340021 | Cities 2019 | 2019 | 50671 | Município de Fafe | 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. | 2 | If you have no direct emissions to report, please select a notation key to explain why | 8 | Transportation > On-road | Not Estimated | 24/06/2020 05:30:36 | ||
| 340022 | Cities 2019 | 2019 | 31112 | Kaohsiung City Government | Taiwan, Greater China | East Asia | 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 | 4 | To improve the coastal environment, advance disaster prevention function of seawall, and activate the utilization of seawall space. | 24/06/2020 05:30:36 | |||
| 340023 | Cities 2019 | 2019 | 54352 | City of Muntinlupa | Philippines | Southeast Asia and Oceania | 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 | 3 | Solar thermal | 24/06/2020 05:30:36 | ||||
| 340024 | Cities 2019 | 2019 | 834280 | Municipality of Pérez | 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. | 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 | 10 | Transportation > Waterborne navigation | 24/06/2020 05:30:36 | |||
| 340025 | Cities 2019 | 2019 | 841269 | Municipalidad de Montecarlo | Argentina | Latin America | 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. | 7 | Overall Level of confidence | 1 | Medium | 24/06/2020 05:30:36 | |||
| 340026 | Cities 2019 | 2019 | 43940 | Malmö Stad | Sweden | 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. | 5 | Social impact of hazard overall | 2 | Increased resource demand | 24/06/2020 05:30:36 | |||
| 340027 | Cities 2019 | 2019 | 826407 | Munícipio de Mirandela | Portugal | Europe | 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. | 1 | Publication title and attach the document | 1 | Participação no Plano Intermunicipal de Adaptação às Alterações Climáticas da Terra Quente Transmontana - | Participação no Plano Intermunicipal de Adaptação às Alterações Climáticas da Terra Quente Transmontana , em fase de desenvolvimento, por parte da AMTQT (Associção de Municípios da Terra Quente Transmontana) em colaboração com a SPI (Sociedade Portuguesa de Inovação). | 24/06/2020 05:30:36 | ||
| 340028 | Cities 2019 | 2019 | 59996 | Batangas City | Philippines | Southeast Asia and Oceania | 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. | 2 | Estimated timescale | 1 | Short-term | 24/06/2020 05:30:36 | |||
| 340029 | Cities 2019 | 2019 | 31180 | Región Metropolitana de Santiago | Chile | Latin America | Food | 12.0 | How many meals per year are served through programs managed by your city? (this includes schools, canteens, hospitals etc.) | 0 | 0 | 24/06/2020 05:30:36 | ||||||
| 340030 | Cities 2019 | 2019 | 834277 | Municipality of Patagones | 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. | 4 | Implementation status | 10 | Pre-feasibility study | 24/06/2020 05:30:36 | |||
| 340031 | Cities 2019 | 2019 | 59669 | City of North Vancouver | 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. | 1 | Climate Hazards | 12 | Storm and wind > Severe wind | 24/06/2020 05:30:36 | |||
| 340032 | Cities 2019 | 2019 | 54092 | City of Ann Arbor | 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. | 6 | Energy savings (MWh) | 1 | 24/06/2020 05:30:36 | ||||
| 340033 | Cities 2019 | 2019 | 840514 | Blitar City | Indonesia | Southeast Asia and Oceania | 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 | 1 | Persons living in sub-standard housing | 24/06/2020 05:30:36 | |||
| 340034 | Cities 2019 | 2019 | 73715 | Cosquín | Argentina | Latin America | Transport | 10.5 | Please provide the total fleet size and number of vehicle types for the following modes of transport: | 3 | Number of municipal fleet (excluding buses) | 2 | Electric | 24/06/2020 05:30:36 | ||||
| 340035 | Cities 2019 | 2019 | 834153 | Jasin Municipal Council | Malaysia | Southeast Asia and Oceania | Governance and Data Management | Data Management | 1.8 | Please describe your city’s climate data management plan including data collection, storing, quality assurance/checking (QA/QC) and updating of the plan, and attach reference document. | 0 | 0 | The city's data management is mainly collected and sent to Melaka Green Technology Corporation for further analysis. | 24/06/2020 05:30:36 | ||||
| 340036 | Cities 2019 | 2019 | 31090 | District of Columbia | 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. | 14 | Primary fund source | 25 | 24/06/2020 05:30:36 | ||||
| 340037 | Cities 2019 | 2019 | 63615 | Hillerød Kommune | Denmark | Europe | Local Government Emissions | Local Government Operations GHG Emissions Data | 7.4 | Which gases are included in your emissions inventory? Select all that apply. | 0 | 0 | CO2 | 24/06/2020 05:30:36 | ||||
| 340038 | Cities 2019 | 2019 | 54402 | City of Lahti | Finland | Europe | 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. | 7 | Total investment cost needed | 1 | 24/06/2020 05:30:36 | ||||
| 340039 | Cities 2019 | 2019 | 50543 | Halifax Regional Municipality | 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. | 4 | Current consequence of hazard | 6 | Medium | 24/06/2020 05:30:36 | |||
| 340040 | Cities 2019 | 2019 | 73725 | Guaminí | Argentina | Latin America | Water Security | Water Supply | 14.0 | What are the sources of your city's water supply? Select all that apply. | 0 | 0 | 24/06/2020 05:30:36 | |||||
| 340041 | Cities 2019 | 2019 | 50572 | City of Saint Paul, MN | 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 | 3 | Stationary energy > Institutional buildings & facilities | Integrated Elsewhere | 24/06/2020 05:30:36 | ||
| 340042 | Cities 2019 | 2019 | 54092 | City of Ann Arbor | United States of America | North America | 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 | 5 | Hydrogen | 24/06/2020 05:30:36 | ||||
| 340043 | Cities 2019 | 2019 | 55380 | Prefeitura Municipal de Cubatão | 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. | 5 | Social impact of hazard overall | 5 | Population displacement | 24/06/2020 05:30:36 | |||
| 340044 | Cities 2019 | 2019 | 50359 | Gobierno Municipal de León de los Aldamas | Mexico | Latin 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. | 8 | Has your local government assessed the synergies, trade-offs, and co-benefits, if any, of the main mitigation and adaptation actions you identified? | 1 | Intending to undertake in the next 2 years | En la sección 3.1a existe un error en la plataforma que borra ciertos números y no permite agregar el año 2021 | 24/06/2020 05:30:36 | ||
| 340045 | Cities 2019 | 2019 | 54348 | The Local Government of Quezon City | Philippines | Southeast Asia and Oceania | 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 | 8 | Pre-implementation | 24/06/2020 05:30:36 | |||
| 340046 | Cities 2019 | 2019 | 59644 | City of Culver City, CA | United States of America | North 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 | 1 | Project not funded and seeking full funding | 24/06/2020 05:30:36 | |||
| 340047 | Cities 2019 | 2019 | 840037 | Tilisarao | 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 | 2 | Electric | 24/06/2020 05:30:36 | ||||
| 340048 | Cities 2019 | 2019 | 834163 | Hat Siao Sub-District Municipality | Thailand | 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. | 8 | Does the assessment identify vulnerable populations? | 5 | Yes | 24/06/2020 05:30:36 | |||
| 340049 | Cities 2019 | 2019 | 831618 | Yaoundé 4 | Cameroon | 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. | 11 | Magnitude of expected future impact | 3 | Medium | 24/06/2020 05:30:36 | |||
| 340050 | Cities 2019 | 2019 | 50394 | Prefeitura Municipal de João Pessoa | Brazil | 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. | 1 | Factors that affect ability to adapt | 8 | Access to healthcare | 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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