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2021 Cities - Vulnerability and Adaptation
This is a filtered view based on 2021 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142851 | Cities 2021 | 2021 | 58597 | Municipalidad de La Unión | Costa Rica | Latin America | 1. Governance and Data Management | Governance | 1.4 | Please list the stakeholder engagement activities for each relevant stakeholder group. | 5 | Please attach stakeholder engagement and communication plan | 0 | 01/20/2022 02:27:05 | ||||
| 142852 | Cities 2021 | 2021 | 54361 | Petaling Jaya City Council | Malaysia | Southeast Asia and Oceania | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 7 | Sectors/areas adaptation action applies to | 1 | Public Health and Safety | 01/20/2022 02:27:05 | |||
| 142853 | Cities 2021 | 2021 | 73637 | Steve Tshwete | South Africa | Africa | 1. Governance and Data Management | Governance | 1.4 | Please list the stakeholder engagement activities for each relevant stakeholder group. | 4 | Aim of the engagement activities | 2 | Aim of the training;1. Understanding climate mitigation2.The role of data in climate action3. The Global Protocol for Greenhouse Gas Inventories (GPC) Methodology4.How to fill in the CIRIS Tool with data using the GPC Methodology5.Unpacking the 2nd Greenhouse Gas Inventory for Steve Tshwete and explainingtrends from the 1st Greenhouse Gas Inventory | 01/20/2022 02:27:05 | |||
| 142854 | Cities 2021 | 2021 | 49389 | Kyoto | Japan | East Asia | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 12 | Total cost provided by the local government (currency) | 4 | 1000000 | 01/20/2022 02:27:05 | |||
| 142855 | Cities 2021 | 2021 | 36274 | Comune di Bologna | Italy | Europe | 0. 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. | 1 | Current population | 1 | Please complete | 390636 | 01/20/2022 02:27:05 | ||
| 142856 | Cities 2021 | 2021 | 849040 | General Pueyrredon | Argentina | Latin America | 1. Governance and Data Management | Governance | 1.4 | Please list the stakeholder engagement activities for each relevant stakeholder group. | 6 | Attach reference document such as meeting minutes, pictures or webpage | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 142857 | Cities 2021 | 2021 | 60105 | Kirklees Council | United Kingdom of Great Britain and Northern Ireland | Europe | 6. Opportunities | Opportunities | 6.1 | Has your city measured the wider social and economic impacts of delivering climate actions/projects/policies? If so, please provide more details on which benefits are being measured and/or a link to more information. | 2 | Has your city measured the distribution of these impacts across the city’s population (e.g. through the listed actions) | 1 | Response | Question not applicable | 01/20/2022 02:27:05 | ||
| 142858 | Cities 2021 | 2021 | 59538 | City of Mississauga, ON | Canada | North America | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 7 | Sectors/areas adaptation action applies to | 6 | Agriculture and Forestry | 01/20/2022 02:27:05 | |||
| 142859 | Cities 2021 | 2021 | 50560 | City of Oakland, CA | United States of America | North America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 5 | Social impact of hazard overall | 2 | Increased risk to already vulnerable populations | 01/20/2022 02:27:05 | |||
| 142860 | Cities 2021 | 2021 | 50370 | Municipalidad de Tampico | Mexico | Latin America | 6. Opportunities | Finance and Economic Opportunities | 6.11 | Does your city have its own credit rating? | 4 | If you do not have a credit rating, please provide more details on why and what steps you are taking to get one | 2 | Domestic | Question not applicable | 01/20/2022 02:27:05 | ||
| 142861 | Cities 2021 | 2021 | 60408 | Municipalidad de Talca | Chile | Latin America | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 2 | Action | 1 | Flood mapping | 01/20/2022 02:27:05 | |||
| 142862 | Cities 2021 | 2021 | 848131 | Gámeza | Colombia | Latin America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 10 | Future expected magnitude of hazard | 4 | Medium | 01/20/2022 02:27:05 | |||
| 142863 | Cities 2021 | 2021 | 36037 | Santiago de Cali | Colombia | Latin America | 3. Adaptation | Adaptation Goals | 3.3 | Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal. | 1 | Adaptation goal | 4 | Implementación del 25% del sistema urbanos de drenaje sostenible SUDS sectorialmente. | 01/20/2022 02:27:05 | |||
| 142864 | Cities 2021 | 2021 | 73755 | Legazpi City | Philippines | Southeast Asia and Oceania | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 5 | Means of implementation | 18 | Capacity building and training activities | 01/20/2022 02:27:05 | |||
| 142865 | Cities 2021 | 2021 | 54274 | Rotorua Lakes Council | New Zealand | Southeast Asia and Oceania | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 7 | Please identify which vulnerable populations are affected | 7 | Persons with chronic diseases | 01/20/2022 02:27:05 | |||
| 142866 | Cities 2021 | 2021 | 10495 | City of Las Vegas, NV | United States of America | North America | 6. Opportunities | Finance and Economic Opportunities | 6.5 | List any mitigation, 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 | 4 | City of Las Vegas EV Infrastructure | 01/20/2022 02:27:05 | |||
| 142867 | Cities 2021 | 2021 | 74671 | Kadıköy | Turkey | Europe | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 6 | Most relevant assets / services affected overall | 3 | Environment, biodiversity, forestry | 01/20/2022 02:27:05 | |||
| 142868 | Cities 2021 | 2021 | 859130 | Handa City | Japan | East Asia | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1b | Based on the climate hazards identified as "high risk" in your city, have you identified climate exposure scenarios? | 2 | Provide a summary of the outcomes of up to three scenarios | 1 | Climate exposure scenarios | Question not applicable | 01/20/2022 02:27:05 | ||
| 142869 | Cities 2021 | 2021 | 55169 | City of Miyakojima | Japan | East Asia | 2. Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0b | Please attach and provide details on your climate change risk and vulnerability assessment. Please provide details on the boundary of your assessment, and where this differs from your city’s boundary, please provide an explanation. | 4 | Boundary of assessment relative to city boundary (reported in 0.1) | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 142870 | Cities 2021 | 2021 | 31108 | City of Houston, TX | United States of America | North America | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 6 | Co-benefit area | 11 | Greening the economy | 01/20/2022 02:27:05 | |||
| 142871 | Cities 2021 | 2021 | 54342 | Jbail-Byblos Municipality | Lebanon | Middle East | 3. Adaptation | Adaptation Planning | 3.2a | Please provide more information on your plan that addresses climate change adaptation and/or resilience and attach the document. Please provide details on the boundary of your plan, and where this differs from your city’s boundary, please provide an explanation. | 13 | Description of the stakeholder engagement processes | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 142872 | Cities 2021 | 2021 | 54282 | Hangzhou City People's Government | China | East Asia | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.3a | Please report on how climate change impacts health outcomes and health services in your city. | 6 | Please identify which vulnerable populations are affected by these climate-related impacts | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 142873 | Cities 2021 | 2021 | 827048 | Zhenjiang Municipal People's Government | China | East Asia | 3. Adaptation | Adaptation Planning | 3.2a | Please provide more information on your plan that addresses climate change adaptation and/or resilience and attach the document. Please provide details on the boundary of your plan, and where this differs from your city’s boundary, please provide an explanation. | 4 | Climate hazards factored into plan that addresses climate change adaptation | 2 | Mass movement > Subsidence | 01/20/2022 02:27:05 | |||
| 142874 | Cities 2021 | 2021 | 46470 | Ayuntamiento de Vitoria-Gasteiz | Spain | Europe | 6. Opportunities | Finance and Economic Opportunities | 6.11 | Does your city have its own credit rating? | 1 | Does your city have a credit rating? | 2 | Domestic | Question not applicable | 01/20/2022 02:27:05 | ||
| 142875 | Cities 2021 | 2021 | 59633 | City of Santa Cruz, CA | United States of America | North America | 3. Adaptation | Adaptation Goals | 3.3 | Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal. | 6 | Select the initiatives related to this adaptation goal that your city has committed to | 1 | 01/20/2022 02:27:05 | ||||
| 142876 | Cities 2021 | 2021 | 59958 | Tweed Shire Council | Australia | Southeast Asia and Oceania | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 7 | Please identify which vulnerable populations are affected | 1 | Low-income households | 01/20/2022 02:27:05 | |||
| 142877 | Cities 2021 | 2021 | 10495 | City of Las Vegas, NV | United States of America | North America | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 7 | Sectors/areas adaptation action applies to | 4 | Water | 01/20/2022 02:27:05 | |||
| 142878 | Cities 2021 | 2021 | 36410 | City of Memphis, TN | United States of America | North America | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 6 | Co-benefit area | 5 | Enhanced resilience | 01/20/2022 02:27:05 | |||
| 142879 | Cities 2021 | 2021 | 31108 | City of Houston, TX | United States of America | North America | 3. Adaptation | Adaptation Planning | 3.2b | Please explain why there is no published plan that addresses climate change adaptation and/or resilience and outline any future arrangements you have to create a plan. | 1 | Reason | 1 | Please explain | Question not applicable | 01/20/2022 02:27:05 | ||
| 142880 | Cities 2021 | 2021 | 58513 | City of Medford, MA | United States of America | North America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 3 | Current probability of hazard | 5 | High | 01/20/2022 02:27:05 | |||
| 142881 | Cities 2021 | 2021 | 59696 | City of Longmont, CO | United States of America | North America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 2 | Did this hazard significantly impact your city before 2021? | 6 | Yes | 01/20/2022 02:27:05 | |||
| 142882 | Cities 2021 | 2021 | 54396 | Can Tho City | Viet Nam | Southeast Asia and Oceania | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 6 | Most relevant assets / services affected overall | 4 | Industrial | 01/20/2022 02:27:05 | |||
| 142883 | Cities 2021 | 2021 | 827048 | Zhenjiang Municipal People's Government | China | East Asia | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 7 | Please identify which vulnerable populations are affected | 1 | Women & girls | 01/20/2022 02:27:05 | |||
| 142884 | Cities 2021 | 2021 | 60381 | Alcaldía Distrital de Santa Marta | Colombia | Latin America | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 3 | Action title | 1 | Elaboración del Mapa de Calor del perímetro urbano de la ciudad de Santa Marta | 01/20/2022 02:27:05 | |||
| 142885 | Cities 2021 | 2021 | 863203 | Lampung Barat Regency | Indonesia | Southeast Asia and Oceania | 2. Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0b | Please attach and provide details on your climate change risk and vulnerability assessment. Please provide details on the boundary of your assessment, and where this differs from your city’s boundary, please provide an explanation. | 2 | Web link | 1 | 01/20/2022 02:27:05 | ||||
| 142886 | Cities 2021 | 2021 | 60009 | Bacolod City | Philippines | Southeast Asia and Oceania | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 8 | Future change in frequency | 1 | Do not know | 01/20/2022 02:27:05 | |||
| 142887 | Cities 2021 | 2021 | 849040 | General Pueyrredon | Argentina | Latin America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 2 | Did this hazard significantly impact your city before 2021? | 1 | Yes | 01/20/2022 02:27:05 | |||
| 142888 | Cities 2021 | 2021 | 862468 | Borlänge kommun | Sweden | Europe | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 2 | Did this hazard significantly impact your city before 2021? | 1 | No | 01/20/2022 02:27:05 | |||
| 142889 | Cities 2021 | 2021 | 859252 | Municipalidad de Machu Picchu | Peru | Latin America | 6. Opportunities | Finance and Economic Opportunities | 6.11 | Does your city have its own credit rating? | 4 | If you do not have a credit rating, please provide more details on why and what steps you are taking to get one | 2 | Domestic | Question not applicable | 01/20/2022 02:27:05 | ||
| 142890 | Cities 2021 | 2021 | 50543 | Halifax Regional Municipality, NS | Canada | North America | 6. Opportunities | Opportunities | 6.0 | Please indicate the opportunities your city has identified as a result of addressing climate change and describe how the city is positioning itself to take advantage of these opportunities. | 1 | Opportunity | 16 | Other, please specify: Reduced Risk to Public Safety | 01/20/2022 02:27:05 | |||
| 142891 | Cities 2021 | 2021 | 35912 | Surat Municipal Corporation | India | South and West Asia | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 14 | Web link | 3 | https://www.niua.org/citiis/project/creating-%E2%80%98wild-valley-bio-diversity-park%E2%80%99-city-lungs-rejuvenation-existing-wasteland-along | 01/20/2022 02:27:05 | |||
| 142892 | Cities 2021 | 2021 | 848138 | Prefeitura de Conde (Paraíba) | Brazil | Latin America | 3. Adaptation | Adaptation Planning | 3.2b | Please explain why there is no published plan that addresses climate change adaptation and/or resilience and outline any future arrangements you have to create a plan. | 1 | Reason | 1 | Please explain | Question not applicable | 01/20/2022 02:27:05 | ||
| 142893 | Cities 2021 | 2021 | 50554 | City of Mesa, AZ | United States of America | North America | 0. 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 | Please complete | Mesa a city/suburb about 20 miles east of Phoenix in the East Valley section of the Phoenix Metropolitan Area. It is bordered by Tempe on the west, the Salt River Pima-Maricopa Indian Community on the north, Chandler, and Gilbert on the south along with Queen Creek, and Apache Junction on the east. Mesa is the largest suburban city by population in the United States and the third-largest city in Arizona. Mesa is home to numerous higher education facilities including the Polytechnic campus of Arizona State University. Mesa is also home to numerous arts and cultural attractions, including Mesa Grande Cultural Park, which houses artifacts of the ancient Hohokam people, and the Arizona Museum of Natural History, which exhibits dinosaur skeletons and archaeological finds. | 01/20/2022 02:27:05 | |||
| 142894 | Cities 2021 | 2021 | 36285 | Comune di Firenze | Italy | Europe | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 9 | Future change in intensity | 1 | Increasing | 01/20/2022 02:27:05 | |||
| 142895 | Cities 2021 | 2021 | 60413 | Municipalidad de La Serena | Chile | Latin America | 3. Adaptation | Adaptation Planning Process | 3.4 | Does your local/regional government apply a Monitoring and Evaluation (M&E) system for monitoring the implementation of adaptation goals and targets as part of the climate adaptation plan (or integrated climate action plan)? | 1 | Response | 1 | Monitoring & Evaluation (M&E) system | Question not applicable | 01/20/2022 02:27:05 | ||
| 142896 | Cities 2021 | 2021 | 840313 | Municipalidad Cerro Navia | Chile | Latin America | 2. Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0a | Please select the primary process or methodology used to undertake the risk and vulnerability assessment of your city. | 2 | Description | 1 | Risk assessment methodology | Question not applicable | 01/20/2022 02:27:05 | ||
| 142897 | Cities 2021 | 2021 | 11315 | City of Manchester | United Kingdom of Great Britain and Northern Ireland | Europe | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 2 | Did this hazard significantly impact your city before 2021? | 2 | Yes | 01/20/2022 02:27:05 | |||
| 142898 | Cities 2021 | 2021 | 50792 | Commune de Monaco | Monaco | Europe | 6. Opportunities | Climate Action Planning | 6.12 | Describe how your city plans to enhance ambition and scale up Climate Action Plan (integrated/adaptation/mitigation) and actions to achieve climate neutrality, net zero emissions, carbon neutrality or 100% renewables. | 0 | 0 | La Principauté s'est engagée dans le cadre de sa contribution déterminée au niveau national a réduire ses émissions de gaz à effet de serre de 55% à horizon 2030 et à atteindre la neutralité carbone en 2050.Le plan d'action du premier objectif est détaillé dans le Plan Climat Air Energie 2030 en cours de finalisation. Le second sera décliné prochainement dans la Stratégie Bas carbone 2050. | 01/20/2022 02:27:05 | ||||
| 142899 | Cities 2021 | 2021 | 859107 | Tsubata Town | Japan | East Asia | 6. Opportunities | Finance and Economic Opportunities | 6.5 | List any mitigation, 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 | 01/20/2022 02:27:05 | ||||
| 142900 | Cities 2021 | 2021 | 843399 | Wandsworth Council | United Kingdom of Great Britain and Northern Ireland | Europe | 3. Adaptation | Adaptation Planning | 3.2a | Please provide more information on your plan that addresses climate change adaptation and/or resilience and attach the document. Please provide details on the boundary of your plan, and where this differs from your city’s boundary, please provide an explanation. | 8 | Stage of implementation | 1 | Plan in implementation | 01/20/2022 02:27:05 |
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Description
This data is collected through the CDP-ICLEI Unified Reporting System. When using this data, please cite both organisations using the following wording: ‘This data was collected in partnership by CDP and ICLEI - Local Governments for Sustainability’.
This dataset contains a subset of the related full cities dataset, covering Climate Risk and Vulnerability Assessment and Adaptation Action questions for publicly disclosing cities in 2021. The platform is still open and the dataset is updated daily to reflect new submissions.
To view the cities 2021 questionnaire guidance, including all questions asked to cities in 2021, visit https://www.cdp.net/en/guidance/guidance-for-cities.
For any questions, including guidance on how to reference this data in your own work, please contact cities@cdp.net.
Please note that this dataset may contain data from cities or, in some instances, groups of cities at different administrative levels. This includes metropolitan areas, combined authorities, and some regional councils.
When using the inventory data for aggregation, comparison and trend analysis, please note that the inventory data is based on non-verified self-reported city inputs. The reported inventory may not include all emission sources within the city boundary.
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