{"query_echo":{"q":"","filters":{"analysis_type":["quantitative monitoring"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'quantitative monitoring' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":3,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=quantitative+monitoring","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":"quotacli-000016","url":"https://climateinsightsdirectory.org/document/quotacli-000016","title":"Cartographie de la désinformation climatique dans les médias mainstream français et brésiliens","publisher":{"name":"QuotaClimat","organization":"quotaclimat"},"document_type":"report","language":"fr","date_published":"2025-10","source_url":"https://quotaclimat.org/app/uploads/2026/03/Cartographie-desinformation-climatique-France-Bresil_2025.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes climate disinformation in French and Brazilian mainstream media, finding that in France, disinformation is systemic and often linked to political and economic interests, while in Brazil, it manifests as a strategic 'invisibilization' of environmental issues driven by the agribusiness sector. It recommends strengthening media regulation, improving journalist training, and integrating disinformation detection into emergency response systems for extreme weather events.","ai_generated":true,"unit":"quotacli-000016#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Between January and August 2025, 529 cases of climate misinformation were detected in French audiovisual media, with the monthly average tripling by summer, peaking during events such as Donald Trump's inauguration and debates on Low Emission Zones (ZFE).","ai_generated":true,"unit":"quotacli-000016#insight-1","date_modified":"2026-10-23"},{"text":"In France, over 90% of identified disinformation narratives target transition solutions, with 70% specifically concerning the energy sector and renewable energies, 10% mobility, and 9% France's global role in climate action.","ai_generated":true,"unit":"quotacli-000016#insight-2","date_modified":"2026-10-23"},{"text":"Specific French media outlets show high permeability to disinformation: Sud Radio records one case of misinformation every 23 minutes of climate-related programming, and CNews every 26 minutes.","ai_generated":true,"unit":"quotacli-000016#insight-3","date_modified":"2026-10-23"},{"text":"In France, 46% of misinformation cases in the private sector are spoken by journalists or columnists, whereas in the public sector, guests (including politicians) account for 92% of cases.","ai_generated":true,"unit":"quotacli-000016#insight-4","date_modified":"2026-10-23"},{"text":"Climate disinformation in France is linked to the influence of high-emitting sectors (automotive, petrochemical, and agricultural) and the ideological orientation of certain media owners, such as Vincent Bolloré.","ai_generated":true,"unit":"quotacli-000016#insight-5","date_modified":"2026-10-23"},{"text":"In Brazil, climate disinformation is characterized by the 'invisibilization' of environmental issues, where coverage represented only 1% of monitored airtime in the summer of 2025.","ai_generated":true,"unit":"quotacli-000016#insight-6","date_modified":"2026-10-23"},{"text":"Brazilian agribusiness, particularly through the Frente Parlamentar da Agropecuária (FPA), exerts significant influence over the national agenda and media, promoting a 'deconflictualized' image of the sector.","ai_generated":true,"unit":"quotacli-000016#insight-7","date_modified":"2026-10-23"},{"text":"Preliminary results in Brazil identified 24 cases of misinformation, with 70% occurring on the conservative channel Jovem Pan. Key themes include agriculture/deforestation, COP 30, and electric vehicles versus bio-ethanol.","ai_generated":true,"unit":"quotacli-000016#insight-8","date_modified":"2026-10-23"},{"text":"Climate disinformation in Brazil contributes to the endangerment of environmental defenders by delegitimizing them as 'enemies of progress' and normalizing violence against them.","ai_generated":true,"unit":"quotacli-000016#insight-9","date_modified":"2026-10-23"},{"text":"The report identifies a 'new climate denial' that no longer denies warming itself but undermines the feasibility, legitimacy, or socio-economic consequences of mitigation and adaptation measures.","ai_generated":true,"unit":"quotacli-000016#insight-10","date_modified":"2026-10-23"},{"text":"Generative AI is used for 'LLM laundering,' where AI models reproduce and amplify misleading narratives previously seeded on the web by networks like the Russian-led Pravda.","ai_generated":true,"unit":"quotacli-000016#insight-11","date_modified":"2026-10-23"},{"text":"The report recommends institutionalizing early warning systems that combine OSINT and semi-automated detection to identify disinformation campaigns during extreme weather events, as such narratives can hinder emergency evacuations.","ai_generated":true,"unit":"quotacli-000016#insight-12","date_modified":"2026-10-23"}],"climate_tags":["climate change disinformation","renewable energy","energy transition","electric vehicle","climate finance","environmental regulation","extreme weather event","climate justice","greenwashing"],"geography_discussed":["Spain","Portugal","United States","Germany","Netherlands","Denmark","Russia","Ukraine","European Union"],"frame_perspective":[],"analysis_type":["comparative analysis","quantitative monitoring","policy recommendation"]},{"id":"sei-001220","url":"https://climateinsightsdirectory.org/document/sei-001220","title":"Air pollution and workers’ health in Cambodia’s garment sector","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"policy brief","language":"en","date_published":"2023-03","source_url":"https://www.sei.org/wp-content/uploads/2023/03/air-pollution-garment-workers-cambodia-sei2023.017.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines air pollution in 16 Cambodian garment factories, finding that while particulate matter levels generally complied with national standards and WHO guidelines on the day of assessment, wood-burning factories were the most polluting. It highlights a significant gap in worker awareness, as 99% of interviewed workers perceived air quality as satisfactory despite all reporting symptoms related to air pollution. The brief emphasizes the gendered nature of the sector, where a predominantly young female workforce faces specific health risks, and recommends strengthening national air quality standards to align with WHO guidelines and implementing gender-inclusive occupational safety policies.","ai_generated":true,"unit":"sei-001220#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Air quality monitoring at 16 factories showed that indoor and outdoor particulate matter concentrations complied with WHO guideline levels on the day of assessment, although some factories exceeded reference values for the area.","ai_generated":true,"unit":"sei-001220#insight-1","date_modified":"2026-10-23"},{"text":"Factories using wood as a fuel source were the primary contributors to PM2.5, NOx, and NMVOC emissions, indicating that burning solid fuel produces significantly higher emissions than diesel or LPG.","ai_generated":true,"unit":"sei-001220#insight-2","date_modified":"2026-10-23"},{"text":"Direct fuel consumption at factories is the primary source of most air pollutants, whereas indirect emissions from power stations are the largest source of carbon dioxide (CO2) emissions.","ai_generated":true,"unit":"sei-001220#insight-3","date_modified":"2026-10-23"},{"text":"There is a critical lack of understanding among workers regarding air quality; 99% of interviewed workers described workplace air quality as acceptable, often confusing the term with temperature, despite every worker experiencing at least one symptom related to air pollution.","ai_generated":true,"unit":"sei-001220#insight-4","date_modified":"2026-10-23"},{"text":"The garment sector is characterized by a stark gender imbalance, employing approximately 1 million workers, nearly 80% of whom are women, with a high concentration of young women migrating from rural areas.","ai_generated":true,"unit":"sei-001220#insight-5","date_modified":"2026-10-23"},{"text":"While all 16 interviewed factory owners reported taking actions to improve air quality, only 50% conducted air quality monitoring on a regular basis (annually or six-monthly).","ai_generated":true,"unit":"sei-001220#insight-6","date_modified":"2026-10-23"}],"climate_tags":["air pollution","particulates","carbon dioxide","industrial emission"],"geography_discussed":["Phnom Penh","Kandal Province","Kampong Speu Province","Sihanoukville Province"],"frame_perspective":[],"analysis_type":["policy brief","case study","quantitative monitoring","qualitative interviews"]},{"id":"sei-000700","url":"https://climateinsightsdirectory.org/document/sei-000700","title":"Cleaner cookstoves in peri-urban Kenya","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2020-09-14","source_url":"https://www.sei.org/publications/cleaner-cookstoves-peri-urban-kenya/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The study examines the failure of traditional cookstove replacement efforts and uses a pilot project in peri-urban Kenya to identify user archetypes—motivated by money, convenience, or health—to better align stove design and services with user needs.","ai_generated":true,"unit":"sei-000700#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Efforts to replace traditional solid biomass cooking methods with energy-efficient stoves often fail because new stoves are used briefly or do not fully replace traditional methods, leading some households to revert to traditional stoves and lose health and climate benefits.","ai_generated":true,"unit":"sei-000700#insight-1","date_modified":"2026-10-23"},{"text":"The study identifies three distinct user archetypes based on their primary motivation for adopting new stoves: saving money, convenience, and health and safety.","ai_generated":true,"unit":"sei-000700#insight-2","date_modified":"2026-10-23"},{"text":"By combining service design methods with quantitative monitoring in a pilot project using biomass pellet cookstoves, the research identified critical weaknesses in the intervention from the perspective of each user archetype.","ai_generated":true,"unit":"sei-000700#insight-3","date_modified":"2026-10-23"}],"climate_tags":["energy efficiency"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["qualitative analysis","quantitative monitoring"]}]}