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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 509401 | CDP Cities 2018 | 2018 | 35886 | Comune di Torino | Italy | Europe | Adaptation | Adaptation Actions | 3.3 | Please describe the actions you are taking to reduce the risk to, or vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 1 | Climate hazards | 5 | Heat wave | 24/06/2020 05:28:18 | |||
| 509402 | Cities 2019 | 2019 | 68296 | Hobsons Bay City Council | Australia | Southeast Asia and Oceania | Governance and Data Management | Data Management | 1.13 | What tools does your city / department use to analyse its environmental related data? Select all that apply. | 0 | 0 | 24/06/2020 05:30:36 | |||||
| 509403 | CDP Cities 2018 | 2018 | 35853 | City of Baltimore | United States of America | North America | Strategy | Emissions Reduction: City-wide | 8.3a | 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. | 2 | Target start year | 1 | 2018 | 24/06/2020 05:28:18 | |||
| 509404 | Cities 2019 | 2019 | 73713 | San Miguel | 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. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 25 | Total AFOLU | 24/06/2020 05:30:36 | |||
| 509405 | Cities 2019 | 2019 | 35848 | Municipality of Belo Horizonte | Brazil | Latin America | Adaptation | Adaptation Goals | 3.2 | Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal. | 5 | Does this target align with a requirement from a higher level of government? | 3 | Do not know | 24/06/2020 05:30:36 | |||
| 509406 | Cities 2019 | 2019 | 831616 | Commune de Tsévié | Togo | Africa | Water Security | Water Supply Management | 14.5 | Does your city have a publicly available Water Resource Management strategy? | 0 | 0 | Yes | 24/06/2020 05:30:36 | ||||
| 509407 | Cities 2019 | 2019 | 35848 | Municipality of Belo Horizonte | 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 | 3 | Increased demand for public services | 24/06/2020 05:30:36 | |||
| 509408 | Cities 2019 | 2019 | 73806 | Llambi Campbell | 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 | 2 | Stationary energy > Commercial buildings & facilities | 24/06/2020 05:30:36 | |||
| 509409 | Cities 2019 | 2019 | 50373 | Municipalidad de Rosario | 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. | 5 | Estimated emissions reduction (metric tonnes CO2e) | 1 | 144 | 24/06/2020 05:30:36 | |||
| 509410 | Cities 2019 | 2019 | 31446 | Taipei City 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. | 9 | Co-benefit area | 1 | Enhanced climate change adaptation | 24/06/2020 05:30:36 | |||
| 509411 | Cities 2019 | 2019 | 834413 | Municipality of Tahuamanu | Peru | 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. | 12 | Total cost of the project | 1 | 171514934 | 24/06/2020 05:30:36 | |||
| 509412 | Cities 2019 | 2019 | 839971 | San Nicolás de los Arroyos | 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 | 27 | Generation of grid-supplied energy > CHP generation | Not Occurring | 24/06/2020 05:30:36 | ||
| 509413 | CDP Cities 2018 | 2018 | 60318 | Prefeitura de Porto Velho | Brazil | Latin America | Strategy | Emissions Reduction: City-wide | 8.3a | 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. | 5 | Percentage reduction target | 0 | 24/06/2020 05:28:18 | ||||
| 509414 | Cities 2019 | 2019 | 35878 | City of Sacramento | United States of America | North America | 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. | 14 | Level of confidence | 1 | City-wide emissions | 24/06/2020 05:30:36 | |||
| 509415 | CDP Cities 2018 | 2018 | 35858 | City of Cape Town | South Africa | Africa | Hazards and Adaptation | Climate Hazards | 2.0 | Has a climate change risk or vulnerability assessment been undertaken for your local government area? | 0 | 0 | In progress | 24/06/2020 05:28:18 | ||||
| 509416 | Cities 2019 | 2019 | 55379 | Santa Fé Ciudad | 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) | 6 | Stationary energy > Fugitive emissions | 0 | 24/06/2020 05:30:36 | ||
| 509417 | CDP Cities 2018 | 2018 | 54026 | City of Tacoma | United States of America | North America | Introduction | 0.1 | Please give a general description and introduction to your city including your city’s reporting boundary in the table below. | 2 | Description of city | 1 | City boundary | Tacoma is a mid-sized urban port city of nearly 210,000. As the third largest city in the state of Washington, Tacoma is a diverse, progressive international metropolis that serves as a gateway to the Pacific Rim and the Puget Sound. Tacoma boasts the state’s highest density of art and history museums, drawing visitors to the Pacific Northwest to enjoy the culture and breathtaking views of the natural landscape.Tacoma has evolved considerably since the 1990s, propelled by significant development such as the University of Washington-Tacoma, State Farm Insurance, the Tacoma Link light rail system, the restored urban waterfront of the Thea Foss Waterway, and the expansions of both the Multicare and Franciscan health systems. Tacoma also serves as a base for a number of large companies, including State Farm Insurance, BNY Mellon, Columbia Bank, and Key Bank.Tacoma is also home to a flourishing creative community of writers, artists, musicians, photographers, filmmakers, chefs, entrepreneurs, and small business owners who each add their unique flair to the city’s vibrant commercial landscape. The iconic Tacoma Dome has endured as a high-demand venue for some of the largest names in the entertainment industry. The city continues to be a magnet for families looking for affordable housing options in the Puget Sound area. Downtown dwellers also find Tacoma’s competitively priced condos and apartments with mountain and water views alluring. Tacoma’s natural beauty and proximity to the Puget Sound and Mount Rainier draws hikers, runners, bicyclists, and maritime enthusiasts to the area. Its lively social scene is bolstered by thousands of students attending the University of Washington-Tacoma, the University of Puget Sound, and Tacoma Community College, as well as a number of local trade and technical colleges. Its prime location – just 20 minutes south from Sea-Tac International Airport, 30 miles north of the state capital in Olympia, and within 10 miles of the Defense Department’s premier military installation on the West Coast – only adds to Tacoma’s desirability. | 24/06/2020 05:28:18 | |||
| 509418 | Cities 2019 | 2019 | 62855 | Egedal Municipality | Denmark | 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. | 15 | Web link to action website | 5 | http://www.klubegedal.dk/polweb/firstagenda/committee_188961/agenda_390195/documents/076252db-42fe-4565-87f7-50d36dae732a.pdf | 24/06/2020 05:30:36 | |||
| 509419 | CDP Cities 2018 | 2018 | 36494 | Comune di Padova | Italy | Europe | Hazards and Adaptation | Climate Hazards | 2.4 | Please identify the factors that most greatly affect your city’s ability to adapt to climate change, and indicate how those factors either enhance or challenge this ability. | 1 | Factors that affect ability to adapt | 1 | Government capacity | 24/06/2020 05:28:18 | |||
| 509420 | CDP Cities 2018 | 2018 | 50551 | City of Long Beach | United States of America | North America | Hazards and Adaptation | Social Risks | 4.0 | Does your city face any social risks as a result of climate change? | 0 | 0 | Yes | 24/06/2020 05:28:18 | ||||
| 509421 | 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. | 1 | Direct emissions / Scope 1 (metric tonnes CO2e) | 14 | Waste > Solid waste disposal | 24/06/2020 05:30:36 | |||
| 509422 | CDP Cities 2018 | 2018 | 3417 | New York 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? | 1 | Source | 2 | Buildings | 24/06/2020 05:28:18 | |||
| 509423 | CDP Cities 2018 | 2018 | 52638 | Prefeitura de Aracaju | Brazil | Latin 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) | 9 | Waste: waste generated within the city boundary – Scope 3 (III.X.2) | 300333 | 24/06/2020 05:28:18 | ||
| 509424 | CDP Cities 2018 | 2018 | 59538 | City of Mississauga | Canada | North America | Strategy | Transport | 11.0 | What is the mode share of each transport mode in your city? | 6 | Cycling | 1 | Please complete | 2 | 24/06/2020 05:28:18 | ||
| 509425 | Cities 2019 | 2019 | 31179 | Gemeente Rotterdam | Netherlands | 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 | 21 | Total IPPU | 24/06/2020 05:30:36 | |||
| 509426 | CDP Cities 2018 | 2018 | 54388 | Iskandar Regional Development Authority | Malaysia | Southeast Asia and Oceania | Strategy | Energy | 9.1 | How much (in MW capacity) renewable energy is installed within the city boundary in the following categories? | 1 | MW capacity | 3 | Solar thermal | 24/06/2020 05:28:18 | |||
| 509427 | CDP Cities 2018 | 2018 | 54389 | Taichung City Government | Taiwan, Greater China | East Asia | 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) | 2 | Stationary Energy: energy use – Scope 2 (I.X.2) | 14319369.7 | 24/06/2020 05:28:18 | ||
| 509428 | Cities 2019 | 2019 | 60029 | City of Cagayan de Oro | 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. | 5 | Co-benefit area | 7 | Resource conservation (e.g. soil, water) | 24/06/2020 05:30:36 | |||
| 509429 | Cities 2019 | 2019 | 43928 | Canberra | Australia | 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. | 9 | Co-benefit area | 1 | Reduced GHG emissions | 24/06/2020 05:30:36 | |||
| 509430 | Cities 2019 | 2019 | 61427 | Municipality of Nacala | Mozambique | Africa | 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 | 21 | Mass movement > Landslide | 24/06/2020 05:30:36 | |||
| 509431 | CDP Cities 2018 | 2018 | 58797 | Hørsholm Kommune | Denmark | Europe | Governance and Data Management | Governance | 1.3 | Please provide details on your city’s annual revenue sources. | 1 | Percentage of annual revenue | 1 | National / central government | 24/06/2020 05:28:18 | |||
| 509432 | Cities 2019 | 2019 | 62817 | City of Ithaca, NY | 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. | 5 | Social impact of hazard overall | 0 | 24/06/2020 05:30:36 | ||||
| 509433 | CDP Cities 2018 | 2018 | 58795 | Blantyre City Council | Malawi | Africa | 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. | 1 | Climate Hazards | 2 | Drought | 24/06/2020 05:28:18 | |||
| 509434 | Cities 2019 | 2019 | 54498 | Ayuntamiento de Murcia | Spain | Europe | 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 | ||||
| 509435 | Cities 2019 | 2019 | 59644 | City of Culver City, CA | 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 | 5 | 24/06/2020 05:30:36 | ||||
| 509436 | Cities 2019 | 2019 | 59633 | City of Santa Cruz, CA | United States of America | North 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. | 2 | Where data is not available, please explain why | 11 | Industrial Processes and Product Use – Scope 1 (IV) | 24/06/2020 05:30:36 | |||
| 509437 | Cities 2019 | 2019 | 826209 | Aipromades Lago de Chapala | 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. | 3 | Year of adoption from local government | 1 | 2018 | 24/06/2020 05:30:36 | |||
| 509438 | Cities 2019 | 2019 | 31051 | Coventry City Council | United Kingdom of Great Britain and Northern Ireland | Europe | Adaptation | Adaptation Goals | 3.2 | Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal. | 5 | Does this target align with a requirement from a higher level of government? | 2 | Yes | 24/06/2020 05:30:36 | |||
| 509439 | CDP Cities 2018 | 2018 | 831616 | Commune de Tsévié | Togo | Africa | 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. | 2 | Status of project | 0 | 24/06/2020 05:28:18 | ||||
| 509440 | Cities 2019 | 2019 | 54110 | City of Santa Monica | 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) | 10 | Transportation > Waterborne navigation | 24/06/2020 05:30:36 | |||
| 509441 | Cities 2019 | 2019 | 31446 | Taipei City Government | Taiwan, Greater China | East Asia | 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 | 23 | AFOLU > Land use | 24/06/2020 05:30:36 | |||
| 509442 | CDP Cities 2018 | 2018 | 50394 | Prefeitura Municipal de João Pessoa | Brazil | Latin America | Hazards and Adaptation | Climate Hazards | 2.4 | Please identify the factors that most greatly affect your city’s ability to adapt to climate change, and indicate how those factors either enhance or challenge this ability. | 3 | Description | 3 | 24/06/2020 05:28:18 | ||||
| 509443 | Cities 2019 | 2019 | 50672 | Município de Santarém | 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. | 5 | Emissions occurring outside the city boundary as a result of in-city activities / Scope 3 (metric tonnes CO2e) | 16 | Waste > Incineration and open burning | 24/06/2020 05:30:36 | |||
| 509444 | Cities 2019 | 2019 | 36522 | Comune di Verbania | Italy | Europe | 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. | 2 | Document title and attachment | 1 | Il monitoraggio del Piano d'azione per l'Energia sostenibile 2010-2017 | Rapporto_di_monitoraggio.pdf | 24/06/2020 05:30:36 | ||
| 509445 | Cities 2019 | 2019 | 55801 | City of West Palm Beach | 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 | 9 | The City is in the process of implementing a Mobility Plan to create a well-balanced transportation system, which includes options to walk, bike, drive, or ride public transportation in a safe and welcoming environment. This is in effort to reduce our City's dependence on personal cars (the largest source of greenhouse gas emission within the City) and encourage people to bike, walk, or use public transportation. The Mobility Plan includes roadway widening for increased bicycle safety, greater numbers of pedestrian crosswalks and traffic signals, and increased shade via tree canopies and overhead art installations. | 24/06/2020 05:30:36 | |||
| 509446 | Cities 2019 | 2019 | 60104 | Cambridge 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. | 7 | Future change in intensity | 3 | Increasing | 24/06/2020 05:30:36 | |||
| 509447 | Cities 2019 | 2019 | 73695 | Uranga | Argentina | Latin America | Introduction | City Details | 0.3 | Please provide information about your city’s Mayor or equivalent legal representative authority in the table below: | 3 | Current term end month | 1 | Please complete | 24/06/2020 05:30:36 | |||
| 509448 | Cities 2019 | 2019 | 54457 | Hansestadt Rostock | Germany | 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 | 2 | Electric | 24/06/2020 05:30:36 | ||||
| 509449 | Cities 2019 | 2019 | 36043 | Abuja Federal Capital Territory | Nigeria | Africa | Emissions Reduction | Mitigation Target setting | 5.0e | Please explain why you do not have a city-wide emissions reduction target and any plans to set one in the future. | 1 | Reason | 1 | Please explain | Emissions not fully calculated | 24/06/2020 05:30:36 | ||
| 509450 | Cities 2019 | 2019 | 58530 | City of Northampton, MA | United States of America | North America | City Wide Emissions | Historical emissions inventories | 4.12 | Please provide details on any historical and base year city-wide emissions inventories your city has, in order to allow assessment of targets in the table below. | 5 | Is this inventory used as the base year inventory? | 0 | 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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