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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 298201 | Cities 2021 | 2021 | 31115 | City of Johannesburg | South Africa | Africa | 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 | 8 | Global Covenant of Mayors for Climate & Energy | 01/20/2022 02:27:05 | |||
| 298202 | Cities 2021 | 2021 | 74414 | Boulder County, CO | United States of America | 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. | 2 | Describe how the city is maximizing this opportunity | 2 | The Zero Waste Action Plan Scorecard was developed in 2019 as a joint initiative between the Resource Conservation Advisory Board (RCAB); Boulder County Office of Sustainability, Climate Action, and Resilience, and Eco-Cycle. It was created to help Boulder County assess and update its 2010 Zero Waste Action Plan, and also serves to help each community within Boulder County identify increased opportunities for waste diversion. Boulder County has a goal of "Zero Waste or Darn Near" by 2025 and works together with its municipalities toward achieving this goal. To develop this tool, Eco-cycle researched and interviewed each community about its current Zero Waste programs and services. The 2019 Boulder County Waste Compostition Study found that nearly two-thirds of the materials sent to the landfill in the County could have been recovered, or over 150,000 tons per year. Recycling and composting these materials could save 245,000 tons of carbon emissions (MTCO 2e) annually. Increased single-stream recycling from businesses was found to have the largest potential to reduce GHG emissions among the action steps surveyed, with the potential to reduce over 91,000 MTCO2e per year. The large potential GHG savings from commercial reyccling happens for two reasons (1) There is a relatively large number of tons of single-stream recycling from businesses in the County's waste stream, and (2), there are substantial energy savings from recycling materials such as cardboard and office paper, which are prevalent in commercial waste. Increasing cardboard recycling from businesses alone could save over 40,000 metric tons of carbon emissions per year, making it the single largest opportunity to reduce GHG emissions. https://assets.bouldercounty.org/wp-content/uploads/2020/11/BoulderCountyZeroWasteScoringReport2020.pdf?fbclid=IwAR1gw1r_xlDqzK9Q98SabkU_sg5_A8Jw3217IuHOrv0QbJAaodksqx3sE7w | 01/20/2022 02:27:05 | |||
| 298203 | Cities 2021 | 2021 | 859172 | Asakura City | 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. | 11 | Total cost of the project (currency) | 0 | 01/20/2022 02:27:05 | ||||
| 298204 | Cities 2021 | 2021 | 69848 | Municipio de Loja | Ecuador | Latin America | 3. Adaptation | Adaptation Planning Process | 3.6 | Please explain how your city is evaluating inclusion and equity in the design, implementation or monitoring of the city's climate actions (equity assessments). | 2 | Further information | 1 | Response | 01/20/2022 02:27:05 | |||
| 298205 | Cities 2021 | 2021 | 60236 | Trelleborgs 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. | 6 | Most relevant assets / services affected overall | 3 | Land use planning | 01/20/2022 02:27:05 | |||
| 298206 | Cities 2021 | 2021 | 54367 | Melaka Historic City Council | Malaysia | Southeast Asia and Oceania | 2. Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0c | Please explain why your city does not have a climate risk and vulnerability assessment. | 1 | Reason | 1 | Please explain | Question not applicable | 01/20/2022 02:27:05 | ||
| 298207 | Cities 2021 | 2021 | 841965 | City of Lansing, MI | United States of America | North America | 1. Governance and Data Management | Governance | 1.2 | Please list the local government departments involved in the GCC program and its role. | 4 | Attach awareness raising and capacity building plan for the municipal staff | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 298208 | Cities 2021 | 2021 | 54538 | Bath and North East Somerset | United Kingdom of Great Britain and Northern Ireland | Europe | 1. Governance and Data Management | Governance | 1.7 | Please provide information specifically on the impact of the COVID-19 economic response on climate action in your city and synergies between COVID-19 recovery interventions and climate action. | 2 | COVID-19 recovery interventions and climate action synergies | 1 | Response | Recovery interventions that build out broadband and internet services to those with inadequate access | 01/20/2022 02:27:05 | ||
| 298209 | Cities 2021 | 2021 | 54395 | Taoyuan City Government | Taiwan, Greater China | East Asia | 6. Opportunities | Finance and Economic Opportunities | 6.8 | Has your city established a fund to invest in climate projects? | 1 | Funds to invest in climate projects | 1 | Funds | Question not applicable | 01/20/2022 02:27:05 | ||
| 298210 | Cities 2021 | 2021 | 54070 | City of Eugene, OR | 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. | 12 | Total cost provided by the local government (currency) | 3 | 01/20/2022 02:27:05 | ||||
| 298211 | Cities 2021 | 2021 | 31051 | Coventry City Council | United Kingdom of Great Britain and Northern Ireland | Europe | 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 | 6 | Poverty reduction / eradication | 01/20/2022 02:27:05 | |||
| 298212 | Cities 2021 | 2021 | 50356 | Ayuntamiento de Morelia | Mexico | 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. | 6 | Most relevant assets / services affected overall | 1 | Food & agriculture | 01/20/2022 02:27:05 | |||
| 298213 | Cities 2021 | 2021 | 2430 | City of Burlington, VT | 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. | 11 | Total cost of the project (currency) | 1 | 30000000 | 01/20/2022 02:27:05 | |||
| 298214 | Cities 2021 | 2021 | 58590 | City of Easton, PA | 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. | 10 | Majority funding source | 4 | 01/20/2022 02:27:05 | ||||
| 298215 | 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. | 6 | Most relevant assets / services affected overall | 15 | Residential | 01/20/2022 02:27:05 | |||
| 298216 | Cities 2021 | 2021 | 50782 | Dhaka City | Bangladesh | 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. | 6 | Co-benefit area | 1 | Enhanced climate change adaptation | 01/20/2022 02:27:05 | |||
| 298217 | Cities 2021 | 2021 | 46514 | Município do Porto | Portugal | Europe | 2. Climate Hazards and 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. | 4 | Please describe how the factor supports or challenges the adaptive capacity of your city | 3 | The new Porto Master Plan that entered in force in july 2021 includes ambitious guidelines and responsibilities that lead to adaptation to climate change, enrolling private developers and other stakeholders. | 01/20/2022 02:27:05 | |||
| 298218 | Cities 2021 | 2021 | 834083 | City of Eau Claire, WI | United States of America | 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 | 5 | Development of energy efficiency measures and technologies | 01/20/2022 02:27:05 | |||
| 298219 | Cities 2021 | 2021 | 71557 | Quelimane Municipal Council | Mozambique | Africa | 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 demand for public services | 01/20/2022 02:27:05 | |||
| 298220 | Cities 2021 | 2021 | 826446 | City of Bradford | United Kingdom of Great Britain and Northern Ireland | Europe | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.3a | Please report on how climate change impacts health outcomes and health services in your city. | 3 | Identify the climate hazards most significantly impacting the selected areas | 1 | Flood and sea level rise > Flash / surface flood | 01/20/2022 02:27:05 | |||
| 298221 | Cities 2021 | 2021 | 834324 | Nihonmatsu City | Japan | East Asia | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1c | Have you compiled information related to climate risk, vulnerabilities, and adaptive capacities into a baseline synthesis report? | 1 | Response | 1 | Baseline synthesis report | Question not applicable | 01/20/2022 02:27:05 | ||
| 298222 | Cities 2021 | 2021 | 35871 | City of Monterrey | Mexico | Latin America | 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) | 2 | Larger – covers the whole city and adjoining areas | 01/20/2022 02:27:05 | |||
| 298223 | Cities 2021 | 2021 | 73758 | Mataram City | Indonesia | 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. | 6 | Co-benefit area | 2 | Enhanced climate change adaptation | 01/20/2022 02:27:05 | |||
| 298224 | Cities 2021 | 2021 | 859155 | Hiezu Village | Japan | 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. | 7 | If the city boundary is different from the plan boundary, please explain why | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 298225 | Cities 2021 | 2021 | 60319 | Prefeitura de Pato Branco | Brazil | 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. | 6 | Most relevant assets / services affected overall | 1 | Waste management | 01/20/2022 02:27:05 | |||
| 298226 | Cities 2021 | 2021 | 31090 | District of Columbia, DC | 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. | 6 | Most relevant assets / services affected overall | 4 | Transport | 01/20/2022 02:27:05 | |||
| 298227 | 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. | 3 | Further information | 1 | Response | Question not applicable | 01/20/2022 02:27:05 | ||
| 298228 | Cities 2021 | 2021 | 848249 | Corrales | Colombia | Latin America | 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. | 12 | Primary author of plan | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 298229 | Cities 2021 | 2021 | 859085 | Sayama City | Japan | East Asia | 6. Opportunities | Finance and Economic Opportunities | 6.9 | Has your city taken steps to decarbonize the investments held by the city retirement funds and/or municipal investments, e.g. by making a commitment to divest from fossil fuels and/or increase sustainable investments? | 2 | Please provide more details about how your city is taking steps to decarbonize the investments | 1 | Municipal investments, e.g. by divesting from fossil fuels | Question not applicable | 01/20/2022 02:27:05 | ||
| 298230 | Cities 2021 | 2021 | 53254 | City of Hobart | 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. | 5 | Social impact of hazard overall | 3 | Increased demand for public services | 01/20/2022 02:27:05 | |||
| 298231 | Cities 2021 | 2021 | 49345 | City of Birmingham, AL | United States of America | North America | 6. Opportunities | Collaboration | 6.2 | Does your city collaborate in partnership with businesses and/or industries in your city on sustainability projects? | 0 | 0 | Intending to undertake in the next 2 years | 01/20/2022 02:27:05 | ||||
| 298232 | Cities 2021 | 2021 | 50578 | City of Windsor, 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. | 12 | Total cost provided by the local government (currency) | 40 | 01/20/2022 02:27:05 | ||||
| 298233 | Cities 2021 | 2021 | 848404 | Mongui | 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. | 7 | Sectors/areas adaptation action applies to | 2 | Public Health and Safety | 01/20/2022 02:27:05 | |||
| 298234 | Cities 2021 | 2021 | 35870 | City of Miami, FL | 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. | 2 | Climate hazards that adaptation goal addresses | 2 | Flood and sea level rise > Coastal flood | 01/20/2022 02:27:05 | |||
| 298235 | Cities 2021 | 2021 | 50560 | City of Oakland, CA | United States of America | North America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.3a | Please report on how climate change impacts health outcomes and health services in your city. | 5 | Timescale of climate-related issues for the selected health area | 1 | Current | 01/20/2022 02:27:05 | |||
| 298236 | Cities 2021 | 2021 | 73413 | Commune de Cocody | Côte d'Ivoire | Africa | 3. Adaptation | Adaptation Planning Process | 3.6 | Please explain how your city is evaluating inclusion and equity in the design, implementation or monitoring of the city's climate actions (equity assessments). | 1 | How city is evaluating inclusion and equity | 1 | Response | Inclusion and equity are evaluated in the design, implementation or monitoring of the city's climate action plan | 01/20/2022 02:27:05 | ||
| 298237 | Cities 2021 | 2021 | 60277 | Prefeitura de Ilhabela | Brazil | Latin America | 1. Governance and Data Management | Governance | 1.0 | Please detail sustainability goals and targets (e.g. GHG reductions) that are incorporated into your city’s master plan and describe how these are addressed in the table below. | 1 | Sustainability goals and targets | 1 | 01/20/2022 02:27:05 | ||||
| 298238 | Cities 2021 | 2021 | 63999 | City of Miami Beach, FL | 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 | 3 | Increased demand for public services | 01/20/2022 02:27:05 | |||
| 298239 | Cities 2021 | 2021 | 859117 | Tateshina Town | Japan | East Asia | 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 | 0 | 01/20/2022 02:27:05 | ||||
| 298240 | Cities 2021 | 2021 | 859195 | Nanjo City | Japan | East Asia | 6. Opportunities | Finance and Economic Opportunities | 6.11 | Does your city have its own credit rating? | 3 | Rating | 2 | Domestic | Question not applicable | 01/20/2022 02:27:05 | ||
| 298241 | Cities 2021 | 2021 | 16581 | City of Seattle, WA | 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. | 1 | Climate hazards | 7 | Flood and sea level rise > Coastal flood | 01/20/2022 02:27:05 | |||
| 298242 | Cities 2021 | 2021 | 840927 | Prefeitura de São Cristóvão | Brazil | Latin America | 1. Governance and Data Management | Governance | 1.5 | Please describe to what extent the planning process is transparent and open. | 2 | The climate adaptation/mitigation plan makes the criteria and process for prioritizing climate actions explicit | 1 | Planning process | Question not applicable | 01/20/2022 02:27:05 | ||
| 298243 | Cities 2021 | 2021 | 31175 | Ville de Paris | France | 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 | 10 | Do not know | 01/20/2022 02:27:05 | |||
| 298244 | Cities 2021 | 2021 | 50544 | City of Aurora, IL | United States of America | North America | 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. | 3 | Sectors/areas covered by plan that addresses climate change adaptation | 1 | Industry | 01/20/2022 02:27:05 | |||
| 298245 | Cities 2021 | 2021 | 74414 | Boulder County, CO | United States of America | North America | 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. | 10 | Has your local government assessed the synergies, trade-offs, and co-benefits, if any, of the main mitigation and adaptation actions you identified? | 1 | In Progress | 01/20/2022 02:27:05 | |||
| 298246 | Cities 2021 | 2021 | 60410 | Municipalidad de Peñalolén | Chile | Latin America | 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 | Extreme Precipitation > Heavy snow | 01/20/2022 02:27:05 | |||
| 298247 | Cities 2021 | 2021 | 36261 | Comune di Bolzano | Italy | Europe | 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. | 1 | Climate hazards | 4 | Flood and sea level rise > River flood | 01/20/2022 02:27:05 | |||
| 298248 | Cities 2021 | 2021 | 42120 | City of Salvador | Brazil | Latin America | 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. | 8 | Areas/sectors covered by the risk and vulnerability assessment | 1 | Land use planning | 01/20/2022 02:27:05 | |||
| 298249 | Cities 2021 | 2021 | 50578 | City of Windsor, 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. | 5 | Means of implementation | 79 | Development and implementation of action plan | 01/20/2022 02:27:05 | |||
| 298250 | Cities 2021 | 2021 | 35867 | Region Metropolitana de Guadalajara | Mexico | 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. | 7 | Please identify which vulnerable populations are affected | 1 | Women & girls | 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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