{"query_echo":{"q":"","filters":{"organization":["Basque Centre for Climate Change"]},"warnings":[]},"total":{"value":228,"relation":"eq"},"page":2,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?organization=basque-centre-for-climate-change&page=2","next":"https://climateinsightsdirectory.org/api/v1/search?organization=basque-centre-for-climate-change&page=3","stability":"beta","ai_marking":{"digital_source_type":{"uri":"http://cv.iptc.org/newscodes/digitalsourcetype/trainedAlgorithmicMedia","name":"Created using Generative AI"},"notice":"Summary and key insights are generated using artificial intelligence."},"results":[{"id":"bc3res-000204","url":"https://climateinsightsdirectory.org/document/bc3res-000204","title":"Memory effect of appliance rebate programme: evidence from a lab experiment","publisher":{"name":"Basque Centre for Climate Change","organization":"basque-centre-for-climate-change"},"document_type":"research paper","language":"en","date_published":"2022-06","source_url":"https://www.bc3research.org/h6T8Uy8Nm4gFs0O/20220706121506213191801.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The study employs a controlled lab experiment with 166 subjects to test the persistence of the RENOVE rebate programme's effect on fridge purchases. Findings indicate that while rebate programmes significantly increase the adoption of energy-efficient (EE) appliances, the 'memory effect' (continued EE preference after the rebate expires) is more likely among individuals with higher education levels and high environmental concern. Conversely, older participants and those in higher social classes are more likely to buy EE appliances regardless of the rebate, suggesting they are less sensitive to such financial incentives. The research also highlights that decision criteria, such as focusing on energy consumption or lifetime energy costs, significantly influence purchasing behavior.","ai_generated":true,"unit":"bc3res-000204#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The lab experiment demonstrated a clear increase in the adoption of energy-efficient (EF) fridges during the active rebate period, with the percentage of subjects choosing EF fridges rising from 60.24% in Scenario 2 (no rebate) to 89.75% in Scenario 3 (with RENOVE rebate).","ai_generated":true,"unit":"bc3res-000204#insight-1","date_modified":"2026-10-23"},{"text":"A 'memory effect' was observed where the preference for energy-efficient appliances persisted after the rebate programme ended, although the percentage of subjects choosing EF fridges dropped to 66.86% in Scenario 4.","ai_generated":true,"unit":"bc3res-000204#insight-2","date_modified":"2026-10-23"},{"text":"The probability of the memory effect is positively correlated with higher education levels (Bachelor's, Master's, or PhD) and high levels of environmental concern.","ai_generated":true,"unit":"bc3res-000204#insight-3","date_modified":"2026-10-23"},{"text":"Age has a divergent impact: older participants are more likely to always purchase energy-efficient fridges but are less likely to be influenced by the RENOVE rebate programme itself.","ai_generated":true,"unit":"bc3res-000204#insight-4","date_modified":"2026-10-23"},{"text":"Social class significantly influences decision-making, with higher social class or income increasing the probability of choosing energy-efficient fridges, while lower-middle class subjects showed a higher likelihood of being affected by the memory effect.","ai_generated":true,"unit":"bc3res-000204#insight-5","date_modified":"2026-10-23"},{"text":"Decision criteria play a critical role; subjects who primarily use energy consumption as their main criterion are more likely to choose energy-efficient options and exhibit the memory effect.","ai_generated":true,"unit":"bc3res-000204#insight-6","date_modified":"2026-10-23"},{"text":"Recent experience in purchasing appliances (within the last 4 years) increases the probability of a consumer being nudged toward an efficient fridge while a rebate programme is active.","ai_generated":true,"unit":"bc3res-000204#insight-7","date_modified":"2026-10-23"},{"text":"Gender differences were observed in the purchase of non-efficient appliances, with male participants being more likely to choose inefficient options, potentially due to gaps in energy-related literacy.","ai_generated":true,"unit":"bc3res-000204#insight-8","date_modified":"2026-10-23"}],"climate_tags":["energy efficiency"],"geography_discussed":["Bilbao"],"frame_perspective":[],"analysis_type":["lab experiment","probit model"]},{"id":"bc3res-000038","url":"https://climateinsightsdirectory.org/document/bc3res-000038","title":"Memoria","publisher":{"name":"Basque Centre for Climate Change","organization":"basque-centre-for-climate-change"},"document_type":"report","language":"en","date_published":"2022-04-06","source_url":"https://www.bc3research.org/wp-content/uploads/2025/04/11_auditoria_2021.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Basque Centre for Climate Change (BC3) reports a financial result for 2021 of 554.92 euros, compared to 3,365.60 euros in 2020. The centre's primary activities include interdisciplinary research on the causes and consequences of climate change, high-level training, and knowledge transfer. Its 2021 operations were impacted by the COVID-19 pandemic, leading to the cancellation of travel and conferences, and later by the geopolitical crisis following the Russian invasion of Ukraine. Financially, the centre relies heavily on public subsidies, with significant funding from the European Commission, the Basque Government, and the Ikerbasque Foundation. As of December 31, 2021, the centre employed 91 people, including 79 researchers.","ai_generated":true,"unit":"bc3res-000038#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The BC3's financial result for the 2021 exercise was 554.92 euros, a decrease from the 3,365.60 euros recorded in 2020.","ai_generated":true,"unit":"bc3res-000038#insight-1","date_modified":"2026-10-23"},{"text":"As of December 31, 2021, the total workforce consisted of 91 employees, comprising 79 researchers and 7 administration staff, with 44 men and 47 women.","ai_generated":true,"unit":"bc3res-000038#insight-2","date_modified":"2026-10-23"},{"text":"Budgetary deviations in 2021 totaled 4.3%, with notable variances in personnel costs (4% deviation) and other expenses due to COVID-19 related delays in research travel.","ai_generated":true,"unit":"bc3res-000038#insight-3","date_modified":"2026-10-23"},{"text":"The centre maintains significant collaborations and funding agreements with entities including the European Commission, the Basque Government, the Ikerbasque Foundation, and the Food and Agriculture Organization of the United Nations (FAO).","ai_generated":true,"unit":"bc3res-000038#insight-4","date_modified":"2026-10-23"}],"climate_tags":["climate change","climate change education","climate finance"],"geography_discussed":["Vitoria-Gasteiz"],"frame_perspective":[],"analysis_type":["financial audit","annual activity report"]},{"id":"bc3res-000011","url":"https://climateinsightsdirectory.org/document/bc3res-000011","title":"Russia’s war in Ukraine: why doubling down on the Green Deal is the best strategy","publisher":{"name":"Basque Centre for Climate Change","organization":"basque-centre-for-climate-change"},"document_type":"statement","language":"en","date_published":"2022-03-10","source_url":"https://www.bc3research.org/eu/2022/03/russias-war-in-ukraine-why-doubling-down-on-the-green-deal-is-the-best-strategy/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The authors argue that the European Green Deal is essential for Europe's strategic autonomy from Russia. They warn against short-term fossil fuel measures that create lock-in effects and call for a unified energy strategy focusing on renewables, energy efficiency, and solidarity. The text emphasizes the need for grassroots engagement on energy sufficiency and deeper diplomatic cooperation with the Global South, particularly Africa, to ensure a just and secure green transition.","ai_generated":true,"unit":"bc3res-000011#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The European Green Deal is presented as a critical tool for the EU to achieve strategic autonomy from Moscow by decarbonising energy systems and reducing reliance on Russian oil and gas.","ai_generated":true,"unit":"bc3res-000011#insight-1","date_modified":"2026-10-23"},{"text":"There is a risk that emergency short-term measures to find alternative fossil fuel suppliers could lead to detrimental lock-in effects, necessitating clear phase-out clauses for such measures.","ai_generated":true,"unit":"bc3res-000011#insight-2","date_modified":"2026-10-23"},{"text":"The authors call for a unified European energy strategy that transcends national domestic issues and the existing Energy Union, prioritising renewable energy, green energy storage, and demand-management.","ai_generated":true,"unit":"bc3res-000011#insight-3","date_modified":"2026-10-23"},{"text":"The transition requires addressing solidarity challenges regarding the impact of energy costs on consumers and member states, specifically through the design of the Social Climate Fund and the sharing of green investment funds.","ai_generated":true,"unit":"bc3res-000011#insight-4","date_modified":"2026-10-23"},{"text":"To avoid regional fragmentation, the EU should use the Green Deal as a diplomatic tool to build deeper relationships with the Global South, with a specific focus on Africa.","ai_generated":true,"unit":"bc3res-000011#insight-5","date_modified":"2026-10-23"}],"climate_tags":["energy security","decarbonization","renewable energy","energy efficiency","energy independence"],"geography_discussed":["Ukraine","Russia","Africa"],"frame_perspective":[],"analysis_type":["policy analysis","position statement"]},{"id":"bc3res-000197","url":"https://climateinsightsdirectory.org/document/bc3res-000197","title":"EL IMPULSO Y DESARROLLO DE LA GANADERÍA REGENERATIVA COMO HERRAMIENTA PARA LA SOSTENIBILIDAD AGROALIMENTARIA","publisher":{"name":"Basque Centre for Climate Change","organization":"basque-centre-for-climate-change"},"document_type":"policy brief","language":"es","date_published":"2022-01","source_url":"https://www.bc3research.org/h6T8Uy8Nm4gFs0O/20220117114003922007451.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines regenerative livestock farming in Spain, a model based on directed grazing and frequent rotations to mimic wild herbivores. Through 52 interviews with farmers, the study finds that the model is adaptable to various pastoral systems and does not depend on high external inputs for economic profitability. While farmers report high satisfaction (over 90%) regarding soil health and biodiversity, the current administrative and bureaucratic framework is identified as a barrier to adoption. The authors call for increased communication between farmers, scientists, and institutions to align policy and subsidies with regenerative practices.","ai_generated":true,"unit":"bc3res-000197#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Regenerative livestock farming is based on directed grazing that uses frequent rotations with short periods of high-density grazing followed by long vegetation rest periods to replicate the dynamics of wild herbivores in grassland ecosystems.","ai_generated":true,"unit":"bc3res-000197#insight-1","date_modified":"2026-10-23"},{"text":"The regenerative model provides environmental and social benefits, including increased herbaceous production, carbon capture, biodiversity, and soil quality, as well as improved quality of life and resilience for farmers.","ai_generated":true,"unit":"bc3res-000197#insight-2","date_modified":"2026-10-23"},{"text":"A characterization study of 52 farmers across 25 Spanish provinces indicates that regenerative management is adaptable to all types of pastoral systems and that economic profitability is not linked to specific characteristics such as livestock density, rest times, or the use of indigenous breeds.","ai_generated":true,"unit":"bc3res-000197#insight-3","date_modified":"2026-10-23"},{"text":"Analysis of resource consumption shows that while raw data may suggest a correlation between profitability and the use of water or external feed, these associations disappear when adjusted for total livestock load, supporting the regenerative goal of decoupling from external inputs.","ai_generated":true,"unit":"bc3res-000197#insight-4","date_modified":"2026-10-23"},{"text":"Over 90% of interviewed farmers express satisfaction with the regenerative model, particularly regarding soil health and biodiversity, but they identify the current administrative framework as a significant obstacle.","ai_generated":true,"unit":"bc3res-000197#insight-5","date_modified":"2026-10-23"},{"text":"The authors argue that current bureaucratic requirements for subsidies may conflict with the regenerative philosophy of reducing external resource dependence, necessitating a reform of national agricultural plans and better communication between farmers, researchers, and administrations.","ai_generated":true,"unit":"bc3res-000197#insight-6","date_modified":"2026-10-23"}],"climate_tags":["carbon capture and storage","biodiversity","greenhouse gas emissions"],"geography_discussed":["Girona","Cáceres"],"frame_perspective":[],"analysis_type":["characterization study","qualitative analysis","policy recommendation"]},{"id":"bc3res-000042","url":"https://climateinsightsdirectory.org/document/bc3res-000042","title":"CATÁLOGO DE MATERIALES DIDÁCTICOS SOBRE EL CAMBIO CLIMÁTICO","publisher":{"name":"Basque Centre for Climate Change","organization":"basque-centre-for-climate-change"},"document_type":"guide","language":"es","date_published":"2022","source_url":"https://www.bc3research.org/wp-content/uploads/2026/04/2.CATALOGUE_SP.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Basque Centre for Climate Change (BC3) has developed a guide containing 10 educational activities for high school students, aligned with BC3's research lines. The activities use active methodologies to cover topics such as carbon footprints, planetary boundaries, climate justice, and urban heat islands. The guide includes a conceptual overview of climate change, emphasizing the need to limit global warming to 1.5ºC, and provides structured lesson plans with specific goals, competencies, and resources.","ai_generated":true,"unit":"bc3res-000042#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The catalogue consists of 10 activities linked to five BC3 research lines: Base Climática, Low Carbon, Ecosistemas Terrestres, Lab. adaptación, and Elaboración de modelos integrados de sistemas naturales y humanos asociados.","ai_generated":true,"unit":"bc3res-000042#insight-1","date_modified":"2026-10-23"},{"text":"The document outlines a conceptual framework for climate change, stating it is anthropogenically caused by economic sectors like industry, tourism, and transport, leading to increased greenhouse gas concentrations and extreme events.","ai_generated":true,"unit":"bc3res-000042#insight-2","date_modified":"2026-10-23"},{"text":"To limit global warming to 1.5ºC relative to pre-industrial levels, the document states that global CO2 emissions must peak before 2025 and be reduced by 43% by 2030, while methane emissions must decrease by 34% by 2030.","ai_generated":true,"unit":"bc3res-000042#insight-3","date_modified":"2026-10-23"}],"climate_tags":["climate change education","carbon footprint","planetary boundary","climate justice","urban heat island","climate change adaptation","climate change mitigation","circular economy","greenhouse gas"],"geography_discussed":["Urdaibai Biosphere Reserve","World","People's Republic of China","India","European Union","United States","Canada","Australia","Africa","Maldives","Kiribati","Vanuatu","Tuvalu","Marshall Islands","Guernica","Costa Rica"],"frame_perspective":[],"analysis_type":["educational guide"]},{"id":"bc3res-000221","url":"https://climateinsightsdirectory.org/document/bc3res-000221","title":"KLIMA ALDAKETARI BURUZKO MATERIAL DIDAKTIKOEN KATALOGOA","publisher":{"name":"Basque Centre for Climate Change","organization":"basque-centre-for-climate-change"},"document_type":"guide","language":"id","date_published":"2022","source_url":"https://www.bc3research.org/wp-content/uploads/2026/04/CATALOGO_EUS.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The catalog consists of 10 independent educational activities linked to five BC3 research lines: Climate Basis, Low Carbon, Terrestrial Ecosystems, Adaptation Laboratory, and Integrated Models of Human and Natural Systems. These activities employ active methodologies, such as cooperative learning and research-based learning, to develop students' scientific and social competencies. Key topics include carbon footprint calculation, planetary boundaries, climate justice, degrowth, and urban heat islands. The guide also provides a conceptual overview of climate change, citing IPCC AR6 data to emphasize the need to limit global warming to 1.5 ºC by reducing global emissions by 43% and methane emissions by 34% by 2030.","ai_generated":true,"unit":"bc3res-000221#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The catalog is structured around 10 didactic activities aligned with five specific BC3 research lines: Oinarri Klimatikoa (Climate Basis), Low Carbon, Lurreko Ekosistemak (Terrestrial Ecosystems), Egokitzapen-laborategia (Adaptation Laboratory), and Giza eta natur sistema elkartuen eredu integralen elaborazioa (Integrated models of human and natural systems).","ai_generated":true,"unit":"bc3res-000221#insight-1","date_modified":"2026-10-23"},{"text":"To limit global warming to 1.5 ºC relative to pre-industrial levels, the document states that global emissions must peak before 2025, with global emissions reduced by 43% and methane emissions by 34% by 2030.","ai_generated":true,"unit":"bc3res-000221#insight-2","date_modified":"2026-10-23"}],"climate_tags":["carbon footprint","planetary boundary","climate justice","circular economy","urban heat island","climate change adaptation","climate change mitigation","sustainable development","greenwashing"],"geography_discussed":["Urdaibai","World","People's Republic of China","India","European Union","Africa"],"frame_perspective":[],"analysis_type":["educational guide","didactic catalog"]},{"id":"bc3res-000200","url":"https://climateinsightsdirectory.org/document/bc3res-000200","title":"Effectiveness of monetary information in promoting the purchase of energy-efficient appliances: evidence from a field experiment at a major retailer in Spain","publisher":{"name":"Basque Centre for Climate Change","organization":"basque-centre-for-climate-change"},"document_type":"research paper","language":"en","date_published":"2021-12","source_url":"https://www.bc3research.org/h6T8Uy8Nm4gFs0O/20220201082032238305588.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The study examined the impact of monetary information—delivered via sales staff and supplementary labels—on the purchase of washing-machines, fridges, dishwashers, and tumble-driers. Results indicate that while monetary information can increase the probability of buying A++ appliances, it often fails to nudge consumers toward the highest efficiency (A+++) models, likely due to price premiums. Additionally, the study identifies a 'memory effect' where previous regional rebate programmes continued to positively influence the purchase of A+++ appliances after the programmes had ended.","ai_generated":true,"unit":"bc3res-000200#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Providing monetary information via sales staff (Treatment 1) increased the probability of purchasing A++ washing-machines and dishwashers, but it decreased the probability of buying A+++ models for those same appliances and A+++ fridges.","ai_generated":true,"unit":"bc3res-000200#insight-1","date_modified":"2026-10-23"},{"text":"The combination of sales staff and supplementary labels (Treatment 2) increased the probability of purchasing A+++ tumble-driers by 4.01% compared to the control group, though it decreased the probability of buying A+++ washing-machines and dishwashers.","ai_generated":true,"unit":"bc3res-000200#insight-2","date_modified":"2026-10-23"},{"text":"The failure of monetary information to promote A+++ purchases for fridges and dishwashers is attributed to significant price differences; A+++ fridges cost 27.68% more and A+++ dishwashers cost 34.89% more than A++ models.","ai_generated":true,"unit":"bc3res-000200#insight-3","date_modified":"2026-10-23"},{"text":"Technical attributes significantly influence purchasing decisions: higher capacity increases the probability of buying A+++ washing-machines, and a greater number of services increases the probability of buying A+++ dishwashers.","ai_generated":true,"unit":"bc3res-000200#insight-4","date_modified":"2026-10-23"},{"text":"The study found a 'memory effect' from previous RENOVE rebate programmes, where the probability of buying A+++ appliances remained higher after the programme ended, specifically increasing by 0.8% for washing-machines, 4.5% for fridges, and 5.7% for dishwashers.","ai_generated":true,"unit":"bc3res-000200#insight-5","date_modified":"2026-10-23"},{"text":"Income levels in the area of purchase had heterogeneous effects: higher-income locations showed a greater probability of buying A++ fridges and C-labelled tumble-driers, but income was not statistically significant for washing-machines and dishwashers.","ai_generated":true,"unit":"bc3res-000200#insight-6","date_modified":"2026-10-23"},{"text":"Price is a major factor in decision-making; for washing-machines, the difference in lifetime energy cost (LEC) between A+++ and A++ models (€63.59) does not offset the higher purchase price (€78.36).","ai_generated":true,"unit":"bc3res-000200#insight-7","date_modified":"2026-10-23"}],"climate_tags":["energy efficiency"],"geography_discussed":["Andalusia","Catalonia","Basque Country","Valencia","Galicia","Balearic Islands","Region of Murcia"],"frame_perspective":[],"analysis_type":["field experiment","multinomial logistic regression"]},{"id":"bc3res-000196","url":"https://climateinsightsdirectory.org/document/bc3res-000196","title":"AN INTEROPERABILITY STRATEGY FOR THE NEXT GENERATION OF SEEA ACCOUNTING","publisher":{"name":"Basque Centre for Climate Change","organization":"basque-centre-for-climate-change"},"document_type":"policy brief","language":"en","date_published":"2021-11-02","source_url":"https://www.bc3research.org/h6T8Uy8Nm4gFs0O/20211118101328284567980.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The document argues that current SEEA ecosystem service modeling is hindered by siloed data and duplicated efforts. It proposes a shift toward 'semantic interoperability'—where data and models carry machine-readable meaning—using the ARIES for SEEA Explorer as a proof-of-concept. The strategy outlines specific roles for data providers (using common ontologies), modelers (adopting modular design and provenance tracking), and hosting institutions (moving toward a peer-to-peer node system). Implementation is proposed through a four-step process: pilot testing, stakeholder engagement, establishing governance (potentially via UNCEEA), and capacity building.","ai_generated":true,"unit":"bc3res-000196#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Current ecosystem service modeling platforms for SEEA often suffer from inefficiency because they \"duplicate efforts, rely on data that are siloed, and rarely effectively reuse the knowledge gained from past modelling efforts.\"","ai_generated":true,"unit":"bc3res-000196#insight-1","date_modified":"2026-10-23"},{"text":"The ARIES Network enables high-level semantic interoperability, which allows a system to understand the meaning of exchanged data for appropriate reuse, distinguishing it from lower-level syntactic interoperability that only ensures compatible formats.","ai_generated":true,"unit":"bc3res-000196#insight-2","date_modified":"2026-10-23"},{"text":"To achieve semantic interoperability, data providers should use common ontologies and vocabularies, maintain spatial datasets as Open Geospatial Consortium services, and provide machine-accessible formats with APIs.","ai_generated":true,"unit":"bc3res-000196#insight-3","date_modified":"2026-10-23"},{"text":"Modelers are encouraged to move away from monolithic designs toward modular processes where each annotation describes a single concept, and to strictly track the provenance of all official products.","ai_generated":true,"unit":"bc3res-000196#insight-4","date_modified":"2026-10-23"},{"text":"The proposed infrastructure for hosting data and models shifts from a centralized entity to a peer-to-peer system of multiple nodes, such as k.LAB nodes, to ensure stability and allow members to maintain control over sensitive data.","ai_generated":true,"unit":"bc3res-000196#insight-5","date_modified":"2026-10-23"},{"text":"The implementation of the interoperability strategy is structured into four steps: pilot testing with strategic partners, engaging communities of practice (such as NASA or the European Space Agency), establishing governance through the UN Committee of Expert on Environmental-Economic Accounting (UNCEEA) or a new secretariat, and developing training materials.","ai_generated":true,"unit":"bc3res-000196#insight-6","date_modified":"2026-10-23"}],"climate_tags":["ecosystem service","climate finance"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["policy proposal","technical strategy"]},{"id":"bc3res-000195","url":"https://climateinsightsdirectory.org/document/bc3res-000195","title":"Learning How to Learn: The Experiences of 6 Global Cities in Tracking Urban Adaptation","publisher":{"name":"Basque Centre for Climate Change","organization":"basque-centre-for-climate-change"},"document_type":"policy brief","language":"en","date_published":"2021-10","source_url":"https://www.bc3research.org/h6T8Uy8Nm4gFs0O/202110280132481028930300.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The report examines how six cities (Athens, Auckland, Barcelona, Glasgow, Lima, and Montreal) are evolving their climate adaptation tracking. It finds a general tendency to focus on outputs rather than outcomes, but highlights innovative approaches such as participatory planning in Lima, vulnerability mapping in Glasgow, and the creation of 'climate shelters' in Barcelona to better measure actual benefits to populations.","ai_generated":true,"unit":"bc3res-000195#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"A previous study by the Basque Centre for Climate Change (BC3) indicates that more than 70% of urban adaptation metrics prioritize measuring outputs, such as the implementation of actions, over outcomes, such as the actual benefits provided to the population.","ai_generated":true,"unit":"bc3res-000195#insight-1","date_modified":"2026-10-23"},{"text":"Cities are facing significant constraints in time, cost, and resourcing for data collection, leading some to simplify their indicators. For instance, Montreal reduced its indicators from 1,608 in its first plan to 8 overarching ones in its current plan, while Athens shifted toward key performance indicators (KPIs) to ease data collection.","ai_generated":true,"unit":"bc3res-000195#insight-2","date_modified":"2026-10-23"},{"text":"Participatory processes are being used to ensure adaptation benefits local communities. Lima established a Metropolitan Technical Group on Climate Change and Water Resources involving NGOs, youth, and community groups, and created an Environmental Council of Girls and Boys to inform a climate plan for children and a vision to 2050.","ai_generated":true,"unit":"bc3res-000195#insight-3","date_modified":"2026-10-23"},{"text":"Barcelona is using specific projects to pioneer the collection of outcome data, such as the Climate Shelters project. As of 2021, the city has 155 climate shelters, ensuring 87.6% of the population lives within a 10-minute walk of one.","ai_generated":true,"unit":"bc3res-000195#insight-4","date_modified":"2026-10-23"},{"text":"Glasgow has avoided traditional indicators in favor of vulnerability mapping and social impact analysis to prioritize social justice. This approach, also mirrored in Lima and Montreal, uses repeated vulnerability assessments as an alternative to traditional indicators for assessing adaptation outcomes.","ai_generated":true,"unit":"bc3res-000195#insight-5","date_modified":"2026-10-23"},{"text":"Becoming a 'learning organisation' requires breaking down institutional silos and fostering a culture of buy-in before implementing data platforms. Athens achieved this by collaborating across departments to create green infrastructure climate maps, while Auckland is surveying its entire council to identify existing monitoring synergies.","ai_generated":true,"unit":"bc3res-000195#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","green infrastructure","participatory planning"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["case study","policy analysis"]},{"id":"bc3res-000194","url":"https://climateinsightsdirectory.org/document/bc3res-000194","title":"ARTIFICIAL INTELLIGENCE TECHNOLOGY FOR RAPID NATURAL CAPITAL ACCOUNTING: THE ARIES FOR SEEA EXPLORER","publisher":{"name":"Basque Centre for Climate Change","organization":"basque-centre-for-climate-change"},"document_type":"policy brief","language":"en","date_published":"2021-09-02","source_url":"https://www.bc3research.org/h6T8Uy8Nm4gFs0O/202109060157421709414720.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The ARIES for SEEA Explorer is an AI-powered, open-source tool that enables rapid, standardized, and customizable natural capital accounting globally. By utilizing machine reasoning and a semantic web of data, it allows National Statistical Offices (NSOs) and other users to generate ecosystem accounts for any terrestrial area, reducing technical barriers for data-scarce countries while allowing for local customization. The tool supports monitoring for the SDGs, the Paris Climate Agreement, and the post-2020 Global Biodiversity Framework.","ai_generated":true,"unit":"bc3res-000194#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The ARIES for SEEA Explorer is an open-source digital tool that allows for rapid, standardized, and customizable ecosystem accounting for any terrestrial area on Earth, including countries, administrative regions, or watersheds.","ai_generated":true,"unit":"bc3res-000194#insight-1","date_modified":"2026-10-23"},{"text":"The tool currently provides functionalities to assess three primary areas: ecosystem extent based on the IUCN Global Ecosystem Typology, ecosystem condition (currently limited to forest types), and selected ecosystem services in both physical and monetary units.","ai_generated":true,"unit":"bc3res-000194#insight-2","date_modified":"2026-10-23"},{"text":"ARIES utilizes machine reasoning, a form of AI, to automate the selection of the most appropriate data and models based on a user's specific request, location, and spatiotemporal resolution.","ai_generated":true,"unit":"bc3res-000194#insight-3","date_modified":"2026-10-23"},{"text":"The tool is designed to bridge technical gaps between nations by providing global data and generalized models for data-scarce countries, while remaining customizable for those with better local data resources.","ai_generated":true,"unit":"bc3res-000194#insight-4","date_modified":"2026-10-23"}],"climate_tags":["ecosystem service","Sustainable Development Goals","Paris Agreement","remote sensing"],"geography_discussed":["Tanzania","Italy","India","Brazil"],"frame_perspective":[],"analysis_type":["policy brief"]},{"id":"bc3res-000199","url":"https://climateinsightsdirectory.org/document/bc3res-000199","title":"Procesos visibles de la transición del hielo superficial con burbujas a hielo profundo con clatratos en el testigo EDML de Antártida","publisher":{"name":"Basque Centre for Climate Change","organization":"basque-centre-for-climate-change"},"document_type":"research paper","language":"es","date_published":"2021-09","source_url":"https://www.bc3research.org/h6T8Uy8Nm4gFs0O/202202010818411842889230.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","analysis_type"],"summary":{"text":"The study analyzes the EDML ice core to understand how air bubbles transition into clathrates under hydrostatic pressure. By using digital image processing and pseudocolor transformations, the researchers identified distinct zones of ice: a bubble-only region (80–700 m), a transition region (700–1250 m), and a clathrate-only region (1250–2774 m). The findings demonstrate that 'cloudy bands' (CB), associated with higher atmospheric dust concentrations from summer precipitation, exhibit greater porosity variations and a faster transition to clathrates than 'clear ice' (CI) from winter precipitation. In the deepest sections, 'white dots' (clathrate aggregates) maintain a spatial distribution and concentration proportional to the original bubbles, confirming a continuity in the evolution of the ice structure.","ai_generated":true,"unit":"bc3res-000199#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The EDML ice core is divided into three distinct structural zones based on depth: a bubble-only region from approximately 80 to 700 m, a bubble/clathrate transition region from 700 to 1250 m, and a clathrate-only region from 1250 to 2774 m.","ai_generated":true,"unit":"bc3res-000199#insight-1","date_modified":"2026-10-23"},{"text":"Cloudy bands (CB), which are linked to summer precipitation and higher concentrations of wind-blown mineral dust, show more intense porosity variations and a faster compression of bubbles compared to clear ice (CI) from winter precipitation.","ai_generated":true,"unit":"bc3res-000199#insight-2","date_modified":"2026-10-23"},{"text":"In the transition zone between 700 and 1000 m, the highest peaks of atmospheric dust concentration and porosity coincide with sharp decreases in bubble concentration within the cloudy bands.","ai_generated":true,"unit":"bc3res-000199#insight-3","date_modified":"2026-10-23"},{"text":"Between 1000 and 1250 m, 'bubble-free bands' appear independently and unpredictably, a phenomenon that seems to be triggered by the catalytic effect of wind-borne impurities.","ai_generated":true,"unit":"bc3res-000199#insight-4","date_modified":"2026-10-23"},{"text":"In the deep ice region (1250–1554 m), where bubbles have been completely replaced by clathrates, 'white dots' (aggregates of smaller clathrates) are visible and maintain a concentration proportional to the original bubble distribution.","ai_generated":true,"unit":"bc3res-000199#insight-5","date_modified":"2026-10-23"},{"text":"The study establishes a visual continuity in the evolution from bubbles to clathrates, noting that cloudy bands consistently exhibit a higher concentration of clathrates in the bubble-free ice than clear bands.","ai_generated":true,"unit":"bc3res-000199#insight-6","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":[],"frame_perspective":[],"analysis_type":["visual analysis","digital image processing"]},{"id":"bc3res-000198","url":"https://climateinsightsdirectory.org/document/bc3res-000198","title":"Land use and land cover databases for Mediterranean landscape analysis at the watershed scale","publisher":{"name":"Basque Centre for Climate Change","organization":"basque-centre-for-climate-change"},"document_type":"research paper","language":"en","date_published":"2021-08","source_url":"https://www.bc3research.org/h6T8Uy8Nm4gFs0O/20220119082323994153346.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The study evaluates seven LULC products—CORINE, S2GLC, LUCAS, a LUCAS-based Landsat map, SIOSE, SIGPAC, and a custom Landsat/CORINE map—for the El Mijares watershed. It finds that no single product provides all necessary LULC details, with raster maps showing only 45.5% overall spatial consistency. While CORINE offers the longest time-series, the authors suggest that extending a Landsat/CORINE approach to the full Landsat series is the most suitable for long-term watershed analysis.","ai_generated":true,"unit":"bc3res-000198#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The overall spatial consistency among the four evaluated raster LULC maps (CORINE, S2GLC, Landsat/LUCAS, and Landsat/CORINE) is relatively low, at 45.5% (+4.8%).","ai_generated":true,"unit":"bc3res-000198#insight-1","date_modified":"2026-10-23"},{"text":"Forests and shrublands are the dominant land covers in the El Mijares watershed, though their exact proportions vary significantly across different LULC products.","ai_generated":true,"unit":"bc3res-000198#insight-2","date_modified":"2026-10-23"},{"text":"The LUCAS database is the most effective for characterizing specific land uses, such as identifying that half of pine trees and a third of broadleaved forests are used for forestry, a level of detail absent in other products.","ai_generated":true,"unit":"bc3res-000198#insight-3","date_modified":"2026-10-23"},{"text":"S2GLC provides high spatial resolution (10 m) but fails to accurately classify agricultural land uses in the lower watershed, specifically misclassifying citrus plantations as vineyards.","ai_generated":true,"unit":"bc3res-000198#insight-4","date_modified":"2026-10-23"},{"text":"SIGPAC is the only database providing detailed agricultural parcel-scale data and suggests that shrublands in the region are used for grazing, indicated by a high prevalence of shrubby pastures (36.1%) and silvopasture (15.6%).","ai_generated":true,"unit":"bc3res-000198#insight-5","date_modified":"2026-10-23"},{"text":"CORINE and LUCAS data indicate a temporal trend of expansion for mixed and coniferous forests at the expense of grasslands and agricultural areas, potentially driven by land abandonment and forestry subsidies.","ai_generated":true,"unit":"bc3res-000198#insight-6","date_modified":"2026-10-23"},{"text":"For long-term analysis of the El Mijares watershed, the authors conclude that extending the Landsat/CORINE map to the entire Landsat series (since 1984/1985) is the most suitable approach due to its superior spatial and temporal resolution.","ai_generated":true,"unit":"bc3res-000198#insight-7","date_modified":"2026-10-23"}],"climate_tags":["ecosystem service","remote sensing","Sustainable land management"],"geography_discussed":["Valencia","Europe"],"frame_perspective":[],"analysis_type":["comparative analysis","spatial consistency assessment"]},{"id":"bc3res-000202","url":"https://climateinsightsdirectory.org/document/bc3res-000202","title":"COASTAL CLIMATE CHANGE ADAPTATION IN DAKAR","publisher":{"name":"Basque Centre for Climate Change","organization":"basque-centre-for-climate-change"},"document_type":"policy brief","language":"en","date_published":"2021-07","source_url":"https://www.bc3research.org/h6T8Uy8Nm4gFs0O/20220211083138595637546.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report uses surveys and workshops with stakeholders in Dakar to assess how climate change risks are perceived and which adaptation strategies are most acceptable. It finds that while risks are seen as immediate, climate change is a low political priority compared to public services and health. Stakeholders prefer nature-based solutions and risk governance over hard infrastructure, though administrative and financial constraints are seen as major barriers to implementation.","ai_generated":true,"unit":"bc3res-000202#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Stakeholders in Dakar perceive climate change as an immediate threat, with over 80% agreeing that it is already occurring, yet they view the risks as being psychologically distant, perceiving higher threats to future generations, ecosystems, and other developing countries than to themselves.","ai_generated":true,"unit":"bc3res-000202#insight-1","date_modified":"2026-10-23"},{"text":"Despite high levels of personal experience with coastal flooding and erosion, climate change is ranked as a low political priority in Dakar, placing 6th behind public services, agriculture, health, urban planning, employment, and crime.","ai_generated":true,"unit":"bc3res-000202#insight-2","date_modified":"2026-10-23"},{"text":"When evaluating a 1 in 25-year extreme coastal event—estimated to cause USD$45 million in damages and affect 38,000 people—stakeholders rated the risk as 'unacceptable' with an average risk score of 41.7.","ai_generated":true,"unit":"bc3res-000202#insight-3","date_modified":"2026-10-23"},{"text":"Nature-based solutions and institutional measures like risk governance are the most preferred adaptation strategies due to high environmental and complexity scores, whereas hard infrastructure (dikes and sea walls) and insurance are the least desirable.","ai_generated":true,"unit":"bc3res-000202#insight-4","date_modified":"2026-10-23"},{"text":"There is a discrepancy between the perceived effectiveness of nature-based solutions, which stakeholders rated highest, and their actual prioritisation, where they ranked third. This is attributed to the long timescales required for these solutions to become effective.","ai_generated":true,"unit":"bc3res-000202#insight-5","date_modified":"2026-10-23"},{"text":"The primary barriers to implementing adaptation in Dakar are identified as administrative and political effort, followed by financial constraints and timescales.","ai_generated":true,"unit":"bc3res-000202#insight-6","date_modified":"2026-10-23"}],"climate_tags":["coastal erosion","coastal flood","nature-based solutions","climate change adaptation","urban planning","climate finance","sea level rise","social protection"],"geography_discussed":["West Africa","Benin","Ivory Coast","Togo"],"frame_perspective":[],"analysis_type":["stakeholder survey","multi-criteria assessment","participatory workshop"]},{"id":"bc3res-000201","url":"https://climateinsightsdirectory.org/document/bc3res-000201","title":"COASTAL FLOODING AND EROSION UNDER CLIMATE CHANGE: A RISK ASSESSMENT FOR DAKAR","publisher":{"name":"Basque Centre for Climate Change","organization":"basque-centre-for-climate-change"},"document_type":"policy brief","language":"en","date_published":"2021-05","source_url":"https://www.bc3research.org/h6T8Uy8Nm4gFs0O/202202110830591326992866.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report assesses coastal risks in the Dakar region, specifically within the departments of Dakar, Pikine, and Guédiawaye. It identifies high-risk areas for flooding, such as the canal of Ngor and the Port of Dakar, and high-risk areas for erosion, including the beach of Hanika. Projections indicate that without adaptation, the population at risk of coastal flooding will increase by 20-30% by 2050 and over 80% by 2100. Economic damages to buildings are expected to rise by 30% by 2050 and up to 180% by 2100 under the worst-case scenario.","ai_generated":true,"unit":"bc3res-000201#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The areas most vulnerable to coastal flooding in the Dakar region include the canal of Ngor, the flat areas surrounding the Port of Dakar, and the chemical industrial facilities (ICS) in Mbao.","ai_generated":true,"unit":"bc3res-000201#insight-1","date_modified":"2026-10-23"},{"text":"Coastal erosion is most severe along the long beach of Hanika in the Grand Côte and the narrow beaches stretching from Hann to Mbao.","ai_generated":true,"unit":"bc3res-000201#insight-2","date_modified":"2026-10-23"},{"text":"Without the implementation of adaptation measures, the population exposed to coastal flooding from sea-level rise and extreme events is projected to grow by 20-30% by 2050 and by more than 80% by 2100.","ai_generated":true,"unit":"bc3res-000201#insight-3","date_modified":"2026-10-23"},{"text":"Under a middle-of-the-road sea-level rise scenario and in the absence of adaptation, economic damages to buildings are expected to increase by 30% by 2050 and by 80% by 2100.","ai_generated":true,"unit":"bc3res-000201#insight-4","date_modified":"2026-10-23"},{"text":"Current annual economic damages to buildings are estimated at approximately 3-4 million USD, with the potential for damages to increase between 80% and 180% by 2100 depending on the sea-level rise scenario.","ai_generated":true,"unit":"bc3res-000201#insight-5","date_modified":"2026-10-23"},{"text":"Coastal erosion in Dakar is driven by both natural processes, such as sea-level rise and sand deficit, and anthropogenic activities, including sand extraction for construction and inadequate urban planning.","ai_generated":true,"unit":"bc3res-000201#insight-6","date_modified":"2026-10-23"}],"climate_tags":["coastal flood","coastal erosion","sea level rise","storm surge","climate change adaptation","Climate risk assessment","urban development"],"geography_discussed":["Senegal","West Africa","Saint-Louis","Rufisque"],"frame_perspective":[],"analysis_type":["risk assessment","predictive modeling"]},{"id":"bc3res-000193","url":"https://climateinsightsdirectory.org/document/bc3res-000193","title":"ECONOMIC ESTIMATES OF THE CLIMATE COSTS OF THE AVIATION SECTOR DUE TO AIR MANAGEMENT: INSIGHTS FOR 2018 AND 2019","publisher":{"name":"Basque Centre for Climate Change","organization":"basque-centre-for-climate-change"},"document_type":"policy brief","language":"en","date_published":"2021-04","source_url":"https://www.bc3research.org/h6T8Uy8Nm4gFs0O/20210427042456884900902.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The policy brief calculates the environmental costs of aviation in the Single European Sky area, finding that capacity shortfalls in 2018 and 2019 led to approximately 31.86 million nautical miles of additional distance flown. This resulted in 1.06 million tonnes of CO2 emissions, with estimated climate costs ranging from 162 million to 903 million EUR depending on the carbon pricing model and the inclusion of non-CO2 effects. The authors highlight that CO2 represents only about 34% of the sector's effective radiative forcing, with the remainder coming from non-CO2 impacts like contrail cirrus and nitrogen oxides.","ai_generated":true,"unit":"bc3res-000193#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Capacity constraints in the aviation sector during 2018 and 2019 led to an additional 31.86 million nautical miles (NM) being flown beyond optimal distances.","ai_generated":true,"unit":"bc3res-000193#insight-1","date_modified":"2026-10-23"},{"text":"The additional distance flown in 2018 and 2019 resulted in the burn of 337,156,934 kg of fuel, which corresponds to 1.06 million tonnes of CO2 emissions.","ai_generated":true,"unit":"bc3res-000193#insight-2","date_modified":"2026-10-23"},{"text":"Based on CO2 emissions alone, the climate costs for 2018 and 2019 are estimated between 54 million EUR (using future market prices by 2030) and 301 million EUR (using long-run Standard Inputs Climate Change Avoidance Costs).","ai_generated":true,"unit":"bc3res-000193#insight-3","date_modified":"2026-10-23"},{"text":"When accounting for non-CO2 impacts, which constitute approximately 66% of the sector's effective radiative forcing (ERF), the total environmental costs for 2018 and 2019 are estimated to range between 162 million and 903 million EUR.","ai_generated":true,"unit":"bc3res-000193#insight-4","date_modified":"2026-10-23"},{"text":"Non-CO2 impacts, primarily nitrogen oxides (NOX) and contrail cirrus, are identified as the dominant contributors to the aviation sector's effective radiative forcing, accounting for around 66%.","ai_generated":true,"unit":"bc3res-000193#insight-5","date_modified":"2026-10-23"},{"text":"Additional fuel burn is caused by vertical flight efficiency issues, such as 'level caps' for flow control and a 5 to 10 per cent decrease in the use of Continuous Descent Operations (CDO) and Continuous Climb Operations (CCO) during high traffic density, though these cannot currently be quantified with available data.","ai_generated":true,"unit":"bc3res-000193#insight-6","date_modified":"2026-10-23"}],"climate_tags":["carbon dioxide emissions","climate finance","fuel consumption","European Union Emission Trading Scheme 1"],"geography_discussed":["European Union","European Civil Aviation Conference"],"frame_perspective":[],"analysis_type":["economic estimation","policy analysis"]},{"id":"bc3res-000003","url":"https://climateinsightsdirectory.org/document/bc3res-000003","title":"Nueva colaboración entre Eragintza y BC3","publisher":{"name":"Basque Centre for Climate Change","organization":"basque-centre-for-climate-change"},"document_type":"statement","language":"es","date_published":"2020-12-28","source_url":"https://www.bc3research.org/es/2020/12/la-igualdad-y-la-diversidad-son-valores-fundamentales-de-bc3/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags"],"summary":{"text":"The Basque Centre for Climate Change (BC3) has published an Equality Manifesto in December 2020 as part of a broader Equality Plan for 2020-2023. The manifesto focuses on two primary lines of action: eradicating harassment and violence, and committing to equality in both professional and daily life. This initiative follows a participatory co-production process started in 2019 and the development of a protocol for the prevention of and action against sexual, gender-based, or identity-based harassment.","ai_generated":true,"unit":"bc3res-000003#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Basque Centre for Climate Change (BC3) published an Equality Manifesto in December 2020 to commit the institution to equality and the eradication of harassment and violence.","ai_generated":true,"unit":"bc3res-000003#insight-1","date_modified":"2026-10-23"},{"text":"BC3 is implementing an Equality Plan for the 2020-2023 period, which was developed through a participatory co-production process beginning in 2019.","ai_generated":true,"unit":"bc3res-000003#insight-2","date_modified":"2026-10-23"}],"climate_tags":["gender equality"],"geography_discussed":[],"frame_perspective":[],"analysis_type":[]},{"id":"bc3res-000020","url":"https://climateinsightsdirectory.org/document/bc3res-000020","title":"Berdintasuna eta aniztasuna BC3ren funtsezko balioak dira","publisher":{"name":"Basque Centre for Climate Change","organization":"basque-centre-for-climate-change"},"document_type":"statement","language":"id","date_published":"2020-12-28","source_url":"https://www.bc3research.org/eu/2020/12/berdintasuna-eta-aniztasuna-bc3ren-funtsezko-balioak-dira/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The Basque Centre for Climate Change (BC3) has published an Equality Manifesto to establish an institutional commitment to eradicating harassment and violence and fostering a fairer work environment. This initiative follows a participatory process starting in 2019 to create an Equality Plan for 2020-2023 and the development of a protocol to prevent and address sexual, gender, and identity-based harassment.","ai_generated":true,"unit":"bc3res-000020#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Equality Manifesto, published in December 2020, aims to eliminate harassment and violence and express a commitment to equality in both the workplace and daily life.","ai_generated":true,"unit":"bc3res-000020#insight-1","date_modified":"2026-10-23"},{"text":"BC3 views gender equality and justice as essential prerequisites for achieving global social justice.","ai_generated":true,"unit":"bc3res-000020#insight-2","date_modified":"2026-10-23"},{"text":"Between 2019 and 2020, BC3 implemented a participatory process to produce an Equality Plan for the 2020-2023 period and developed a protocol to prevent and combat harassment based on sex, gender, gender identity, or sexual orientation.","ai_generated":true,"unit":"bc3res-000020#insight-3","date_modified":"2026-10-23"}],"climate_tags":["gender equality"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["policy statement"]},{"id":"bc3res-000031","url":"https://climateinsightsdirectory.org/document/bc3res-000031","title":"New Collaboration between Egintza and BC3","publisher":{"name":"Basque Centre for Climate Change","organization":"basque-centre-for-climate-change"},"document_type":"statement","language":"en","date_published":"2020-12-28","source_url":"https://www.bc3research.org/en/2020/12/equality-and-diversity-are-bc3-core-values/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights"],"summary":{"text":"The Basque Centre for Climate Change (BC3) has published an Equality Manifesto in December 2020 as part of a broader Equality Plan for 2020-2023. The manifesto focuses on two primary objectives: the eradication of harassment and violence, and the promotion of equality within the workplace and daily life. This follows a participatory process started in 2019 and the development of a protocol against sexual harassment and harassment based on gender identity or sexual orientation.","ai_generated":true,"unit":"bc3res-000031#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Basque Centre for Climate Change (BC3) published an Equality Manifesto in December 2020 to express its institutional commitment to equality and the eradication of harassment and violence.","ai_generated":true,"unit":"bc3res-000031#insight-1","date_modified":"2026-10-23"},{"text":"The manifesto is part of a larger Equality Plan for the 2020-2023 period, which was co-produced through a participatory process beginning in 2019.","ai_generated":true,"unit":"bc3res-000031#insight-2","date_modified":"2026-10-23"},{"text":"BC3 developed a specific prevention and action protocol to address sexual harassment, gender-based harassment, and harassment related to sexual orientation or gender identity.","ai_generated":true,"unit":"bc3res-000031#insight-3","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":[],"frame_perspective":[],"analysis_type":[]},{"id":"bc3res-000006","url":"https://climateinsightsdirectory.org/document/bc3res-000006","title":"post-2020 biodiversity targets need to embrace climate change","publisher":{"name":"Basque Centre for Climate Change","organization":"basque-centre-for-climate-change"},"document_type":"research paper","language":"en","date_published":"2020-12-07","source_url":"https://www.bc3research.org/en/2020/12/post-2020-biodiversity-targets-need-to-embrace-climate-change/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The analysis warns that many post-2020 biodiversity targets risk being compromised by climate change, as some aspirational goals are unfeasible even under low-warming projections. It highlights that corals could decline by 70-90% even if warming is limited to 1.5ºC, and by 99% at 2ºC. The authors advocate for flexible, dynamic conservation approaches over static goals to better address habitat changes and leverage biodiversity for climate mitigation and adaptation.","ai_generated":true,"unit":"bc3res-000006#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Existing international biodiversity targets have largely ignored the impacts of climate change, and conversely, some measures intended to mitigate climate change may directly damage biodiversity.","ai_generated":true,"unit":"bc3res-000006#insight-1","date_modified":"2026-10-23"},{"text":"Many proposed post-2020 biodiversity targets are at risk of failure due to climate change, regardless of whether other obstacles are removed, because some goals are not feasible even under low-end warming projections.","ai_generated":true,"unit":"bc3res-000006#insight-2","date_modified":"2026-10-23"},{"text":"Coral ecosystems illustrate the severity of climate risks: a limit of 1.5ºC global warming would still result in a 70-90% decline in corals, while 2ºC of warming would lead to a 99% decline.","ai_generated":true,"unit":"bc3res-000006#insight-3","date_modified":"2026-10-23"}],"climate_tags":["biodiversity loss","climate change mitigation","climate change adaptation","Paris Agreement","Sustainable Development Goals","coral reef restoration"],"geography_discussed":["The Maldives"],"frame_perspective":[],"analysis_type":["policy analysis"]},{"id":"bc3res-000222","url":"https://climateinsightsdirectory.org/document/bc3res-000222","title":"EQUALITY MANIFESTO","publisher":{"name":"Basque Centre for Climate Change","organization":"basque-centre-for-climate-change"},"document_type":"statement","language":"en","date_published":"2020-12","source_url":"https://www.bc3research.org/wp-content/uploads/2025/04/Equality-manifesto-BC3.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The BC3 Equality Manifesto outlines a framework for the 2020-2023 period focused on two primary goals: eradicating harassment and violence, and committing to workplace equality. The centre implements a 'ZERO Tolerance Policy' regarding harassment and has established specific reporting channels and a contact person for complaints. To promote equality, BC3 focuses on reducing gender bias in hiring across all scientific and administrative roles, encouraging the use of inclusive language in publications and daily speech, and supporting work-life conciliation for family duties. The manifesto specifically aims to support junior women on temporary contracts in pursuing long-term research careers and encourages all staff to undergo gender equality training to move beyond symbolic 'purple washing' efforts.","ai_generated":true,"unit":"bc3res-000222#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"BC3 has adopted a 'ZERO Tolerance Policy' regarding any form of harassment within the workspace and related activities outside the office, supported by a specific protocol and established reporting channels, including anonymous options.","ai_generated":true,"unit":"bc3res-000222#insight-1","date_modified":"2026-10-23"},{"text":"The centre commits to using inclusive and gender-sensitive language across Euskera, English, and Spanish, specifically encouraging staff to avoid sexist or biased language in both everyday communication and academic publications.","ai_generated":true,"unit":"bc3res-000222#insight-2","date_modified":"2026-10-23"},{"text":"BC3 aims to reduce gender bias in recruitment for all positions, regardless of seniority or discipline, and seeks to dismantle gendered norms associated with specific roles.","ai_generated":true,"unit":"bc3res-000222#insight-3","date_modified":"2026-10-23"},{"text":"The manifesto emphasizes the need for meaningful engagement with gender equality to avoid 'purple washing', which it defines as marketing or political strategies that simulate a commitment to equality.","ai_generated":true,"unit":"bc3res-000222#insight-4","date_modified":"2026-10-23"},{"text":"The institution commits to supporting work-life balance, stating that family responsibilities such as maternity, paternity, and elder care should not hinder professional achievement.","ai_generated":true,"unit":"bc3res-000222#insight-5","date_modified":"2026-10-23"}],"climate_tags":["gender equality"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["policy statement"]}]}