{"query_echo":{"q":"","filters":{"analysis_type":["empirical study"]},"warnings":[]},"total":{"value":36,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=empirical+study&page=1","next":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=empirical+study&page=2","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":"sei-002846","url":"https://climateinsightsdirectory.org/document/sei-002846","title":"För lite, för sent – konsultationslagens bidrag till samiskt inflytande, 2022–2024","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"sv","date_published":"2026-06","source_url":"https://www.sei.org/wp-content/uploads/2026/05/westeson-konsultations-bidrag-samiskt-inflytande-sei2026-017.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that while the 2022 consultation law has enabled some marginal influence, it often fails to provide meaningful impact on central issues. Major deficiencies include late involvement of Sámi representatives, inadequate timeframes, and a tendency for authorities to delegate responsibility to third-party applicants. The study highlights a significant 'educational burden' placed on Sámi parties to explain the law to officials and notes that many critical land-use matters remain exempt from the law's scope.","ai_generated":true,"unit":"sei-002846#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Authorities frequently involve Sámi representatives too late in decision-making or legislative processes, which limits their ability to exert meaningful influence. In some cases, government assignments are formulated without any Sámi input, leading to situations where representatives are asked to respond to \"finished proposals\" rather than collaborating on the initial design.","ai_generated":true,"unit":"sei-002846#insight-1","date_modified":"2026-10-23"},{"text":"There is widespread confusion among authorities regarding the distinction between 'consultation' and 'samråd' (general consultation/collaboration). Some agencies treat the two as synonyms or use the same processes for both, failing to recognize that the consultation law imposes deeper obligations to promote Sámi influence.","ai_generated":true,"unit":"sei-002846#insight-2","date_modified":"2026-10-23"},{"text":"In cases involving a third-party applicant (such as a company seeking a permit), authorities often take a passive role and delegate the process to the applicant. This creates a power imbalance and frustration, as the state is supposed to be the responsible party for ensuring the consultation is conducted in good faith.","ai_generated":true,"unit":"sei-002846#insight-3","date_modified":"2026-10-23"},{"text":"The implementation of the law has placed a disproportionate 'educational burden' on Sámi representatives, who often find themselves explaining the legal requirements and terminology of the Act to the government officials they are consulting with.","ai_generated":true,"unit":"sei-002846#insight-4","date_modified":"2026-10-23"},{"text":"Consultations often result in 'consultation fatigue' for Sámi parties, particularly for 'samebyar' (Sámi villages). The increased workload and time pressure—often exacerbated by the green transition—are rarely offset by a corresponding increase in actual influence over outcomes.","ai_generated":true,"unit":"sei-002846#insight-5","date_modified":"2026-10-23"},{"text":"Sámi influence is generally limited to marginal adjustments, such as changes in terminology, background descriptions in reports, or minor damage-mitigation conditions in land-use permits, rather than influencing the core decision of whether a project should proceed.","ai_generated":true,"unit":"sei-002846#insight-6","date_modified":"2026-10-23"},{"text":"Documentation of consultation outcomes is frequently deficient or non-existent. In 22% of the analyzed individual cases, documentation of the outcome was completely missing, which hinders transparency, accountability, and institutional learning.","ai_generated":true,"unit":"sei-002846#insight-7","date_modified":"2026-10-23"},{"text":"The Government Offices (Regeringskansliet) are specifically criticized for poor consultation practices, including a lack of routines, late invitations, and inadequate documentation of outcomes.","ai_generated":true,"unit":"sei-002846#insight-8","date_modified":"2026-10-23"},{"text":"The law's effectiveness is undermined by significant exemptions; many critical issues regarding land, water, and resource management—such as those handled by land and environment courts—fall outside the consultation obligation.","ai_generated":true,"unit":"sei-002846#insight-9","date_modified":"2026-10-23"}],"climate_tags":["indigenous rights","land use","energy transition","environmental policy","forestry","wind power","mining","Free, Prior and Informed Consent"],"geography_discussed":["Sápmi","Norway","Finland","Canada","British Columbia"],"frame_perspective":[],"analysis_type":["evaluation","legal analysis","empirical study"]},{"id":"sei-000715","url":"https://climateinsightsdirectory.org/document/sei-000715","title":"The Politics of Coherence","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"executive summary","language":"en","date_published":"2026-05-19","source_url":"https://www.sei.org/publications/the-politics-of-coherence/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that policy incoherence is driven not by poor coordination, but by power asymmetries, vested interests, and the prioritization of economic growth over social and environmental goals. Based on research in nine countries, it finds that fossil-fuel interests consistently drive incoherence and that vulnerable groups disproportionately bear the resulting burdens. It calls for a post-2030 framework that moves beyond 'synergies' to address distributional consequences and cross-border spillovers.","ai_generated":true,"unit":"sei-000715#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Policy objectives are generally synergistic across all studied contexts, but incoherence persists because it is shaped by dominant discourses, power asymmetries, and vested interests rather than simple coordination failures.","ai_generated":true,"unit":"sei-000715#insight-1","date_modified":"2026-10-23"},{"text":"The prioritization of economic growth over environmental and social goals is the primary driver of incoherence across all income levels, and fossil-fuel interests contribute to incoherence in every country case studied.","ai_generated":true,"unit":"sei-000715#insight-2","date_modified":"2026-10-23"},{"text":"Incoherence results in distributional harms where vulnerable groups bear the burdens and elites capture the benefits; conversely, coherence is more frequently associated with benefits.","ai_generated":true,"unit":"sei-000715#insight-3","date_modified":"2026-10-23"},{"text":"Coherence is not inherently neutral or positive, as evidenced by Colombia's Operation Artemis, where highly coordinated anti-deforestation policies led to the militarization of enforcement against rural and Indigenous Amazonian communities.","ai_generated":true,"unit":"sei-000715#insight-4","date_modified":"2026-10-23"},{"text":"Current Nationally Determined Contributions (NDCs) remain too technocratic, and while Climate Official Development Assistance (ODA) aligns with NDC priorities at the SDG level, it does not align at the target level.","ai_generated":true,"unit":"sei-000715#insight-5","date_modified":"2026-10-23"}],"climate_tags":["Paris Agreement","Sustainable Development Goals","just transition","deforestation","green growth","Nationally Determined Contributions","climate justice"],"geography_discussed":["Germany","South Africa","Colombia","Sri Lanka","Philippines","Australia","Fiji","Kenya","Sweden"],"frame_perspective":[],"analysis_type":["empirical study","policy assessment"]},{"id":"sei-000082","url":"https://climateinsightsdirectory.org/document/sei-000082","title":"Cooking fuels and household air pollution","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2026-02-11","source_url":"https://www.sei.org/publications/cooking-fuels-household-air-pollution/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The study evaluated emissions from charcoal, kerosene, LPG, and electricity in Kibera, Nairobi. It found that charcoal and kerosene produce the highest concentrations of pollutants, while LPG and electricity produce low concentrations. Ambient PM2.5 levels in the households were 14.2 times higher than the World Health Organization's 24-hour threshold.","ai_generated":true,"unit":"sei-000082#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Charcoal and kerosene are the most polluting fuels among those studied, whereas LPG and electricity result in low concentrations of emissions with no significant difference between them.","ai_generated":true,"unit":"sei-000082#insight-1","date_modified":"2026-10-23"},{"text":"Household ambient PM2.5 levels in the studied area reached 213 μg/m3, which is 14.2 times the World Health Organization's 24-hour threshold of 15 μg/m3.","ai_generated":true,"unit":"sei-000082#insight-2","date_modified":"2026-10-23"}],"climate_tags":["household air pollution","carbon dioxide"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["empirical study","environmental monitoring"]},{"id":"iai-000207","url":"https://climateinsightsdirectory.org/document/iai-000207","title":"Satellite remote sensing reveals coastal upwelling events in the San Matías Gulf, northern Patagonia","publisher":{"name":"Inter-American Institute for Global Change Research","organization":"inter-american-institute-for-global-change-research"},"document_type":"research paper","language":"en","date_published":"2025-01-16","source_url":"https://iai.int/es/pub_acad/satellite-remote-sensing-reveals-coastal-upwelling-events-in-the-san-matias-gulf-northern-patagonia/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The study identifies coastal upwelling events in the western San Matías Gulf, Argentina, noting approximately six upwelling-favorable wind events per year during the austral summer. Satellite sea surface temperature (SST) data confirmed upwelling in 85% of cases between 2000 and 2008, with specific events showing cold water bands approximately 10 km wide and 100 km long. In-situ data indicates that along-shore wind stress is the dominant process controlling high-frequency near-shore temperature fluctuations.","ai_generated":true,"unit":"iai-000207#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In the western San Matías Gulf, approximately six upwelling-favorable wind events occur annually during the austral summer, with satellite-derived sea surface temperature (SST) data confirming upwelling in 85% of cases between 2000 and 2008.","ai_generated":true,"unit":"iai-000207#insight-1","date_modified":"2026-10-23"},{"text":"Specific upwelling events can create narrow coastal bands of cold water approximately 10 km wide and 100 km long, with temperatures 1.5 °C lower than offshore waters; a single intense event can move approximately 10^10 m3 of water to the surface.","ai_generated":true,"unit":"iai-000207#insight-2","date_modified":"2026-10-23"},{"text":"Along-shore wind stress is the primary driver of high-frequency near-shore temperature fluctuations, with a wind impulse of − 10^4 kg m− 1 s− 1 required to generate low SST bands.","ai_generated":true,"unit":"iai-000207#insight-3","date_modified":"2026-10-23"}],"climate_tags":["sea surface temperature","remote sensing"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["empirical study"]},{"id":"iai-000118","url":"https://climateinsightsdirectory.org/document/iai-000118","title":"An ecosystem approach to small-scale co-managed fisheries: the yellow clam fishery in Uruguay","publisher":{"name":"Inter-American Institute for Global Change Research","organization":"inter-american-institute-for-global-change-research"},"document_type":"research paper","language":"en","date_published":"2025-01-15","source_url":"https://iai.int/es/pub_acad/an-ecosystem-approach-to-small-scale-co-managed-fisheries-the-yellow-clam-fishery-in-uruguay/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The study evaluates the EAF/Co-M framework in Uruguay's yellow clam fishery, finding that it improved stock abundance, biomass, and social-ecological conditions without negatively impacting the stock. Key outcomes included stable exploitation rates below 25%, increased revenues per unit of effort, and a significant rise in women's participation in the fishing activity.","ai_generated":true,"unit":"iai-000118#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The implementation of EAF/Co-M in the yellow clam fishery led to a highly positive response in the abundance and biomass of the harvestable stock, with individual sizes stabilizing above the minimum landing size limit. The exploitation rate remained constant at low levels, not exceeding 25%, and CPUE values remained relatively constant over time.","ai_generated":true,"unit":"iai-000118#insight-1","date_modified":"2026-10-23"},{"text":"Economic indicators improved following the implementation of EAF/Co-M, with higher values observed for unit price and revenues per unit of effort. The study concludes that the increased production capacity did not negatively affect the stock.","ai_generated":true,"unit":"iai-000118#insight-2","date_modified":"2026-10-23"},{"text":"The EAF/Co-M framework fostered social changes, including the consolidation of a stable group of fishers through repeated license allocations and a significant increase in the number of women directly involved in fishing. It also enhanced social empowerment, power sharing, and market diversification.","ai_generated":true,"unit":"iai-000118#insight-3","date_modified":"2026-10-23"}],"climate_tags":["gender equality"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["empirical study","longitudinal analysis"]},{"id":"iai-000125","url":"https://climateinsightsdirectory.org/document/iai-000125","title":"Growth and production of the copepod community in the southern area of the Humboldt Current System","publisher":{"name":"Inter-American Institute for Global Change Research","organization":"inter-american-institute-for-global-change-research"},"document_type":"research paper","language":"en","date_published":"2025-01-15","source_url":"https://iai.int/es/pub_acad/growth-and-production-of-the-copepod-community-in-the-southern-area-of-the-humboldt-current-system/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","analysis_type"],"summary":{"text":"The study found that copepod biomass and production in the coastal upwelling zone off central-southern Chile decreased from 2004 to 2006, coinciding with a shift from large-sized to small-sized species and more persistent upwelling. While annual copepod production ranged from 24 to 52 g C m-2 year-1, the researchers suggest that increased wind-driven upwelling may lead to a negative trend in zooplankton biomass due to increased offshore advection.","ai_generated":true,"unit":"iai-000125#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Copepod biomass (CB) and production (CP) were higher in the coastal upwelling zone (within 50 km) but showed a substantial decrease between 2004 and 2006. Annual CP was measured between 24 and 52 g C m-2 year-1, with a mean annual P/B ratio of 2.7.","ai_generated":true,"unit":"iai-000125#insight-1","date_modified":"2026-10-23"},{"text":"The decline in copepod biomass and production from 2004 to 2006 was linked to a change in community structure where small-sized species replaced large-sized forms, occurring alongside more persistent and extended upwelling.","ai_generated":true,"unit":"iai-000125#insight-2","date_modified":"2026-10-23"},{"text":"The study suggests that increased wind-driven upwelling in coastal systems may cause a negative trend in zooplankton biomass, potentially because extended upwelling increases the offshore advection of coastal plankton.","ai_generated":true,"unit":"iai-000125#insight-3","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":[],"frame_perspective":[],"analysis_type":["empirical study","time series analysis"]},{"id":"iai-000175","url":"https://climateinsightsdirectory.org/document/iai-000175","title":"Shallow groundwater dynamics in the Pampas: climate, landscape and crop choice effects","publisher":{"name":"Inter-American Institute for Global Change Research","organization":"inter-american-institute-for-global-change-research"},"document_type":"research paper","language":"en","date_published":"2025-01-14","source_url":"https://iai.int/es/pub_acad/shallow-groundwater-dynamics-in-the-pampas-climate-landscape-and-crop-choice-effects/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"A study of the western Pampas from 2008 to 2013 found that while topography determines absolute water table position and crop choice can partially modulate seasonal fluctuations, inter-annual groundwater dynamics are predominantly driven by climate variability.","ai_generated":true,"unit":"iai-000175#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Climate variability is the primary driver of water table fluctuations at the inter-annual scale, and current crop rotations cannot substantially control these long-term shifts.","ai_generated":true,"unit":"iai-000175#insight-1","date_modified":"2026-10-23"},{"text":"Crop choice influences groundwater levels at an intra-annual scale, specifically where wheat-soybean rotations mitigate the spring rises and summer drops observed in maize and soybean single crops, thereby reducing spring flooding risk.","ai_generated":true,"unit":"iai-000175#insight-2","date_modified":"2026-10-23"},{"text":"Topography affects the absolute position of the water table—with depths ranging from -0.2 to 1.8 m in the lowest positions and 1.8 to 4.4 m in the highest—but it does not influence relative changes in the water table.","ai_generated":true,"unit":"iai-000175#insight-3","date_modified":"2026-10-23"}],"climate_tags":["climate variability","flood","precipitation"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["empirical study"]},{"id":"chanmar-000292","url":"https://climateinsightsdirectory.org/document/chanmar-000292","title":"Take-back trickery","publisher":{"name":"Changing Markets Foundation","organization":"changing-markets-foundation"},"document_type":"report","language":"de","date_published":"2023-07","source_url":"https://changingmarkets.org/wp-content/uploads/2023/07/Take-back-Trickery_German.pdf","generator":"Climate Insights Directory","generated_fields":["summary","climate_tags","analysis_type"],"summary":{"text":"The report tracks 21 high-quality clothing items deposited in take-back bins of ten major fashion brands across the UK, France, Belgium, and Germany using Airtag trackers. The findings reveal a significant gap between corporate claims of 'closing the loop' and reality: many items in excellent condition were downcycled, incinerated, or exported to African markets where they often end up in landfills. The study highlights a failure in sorting processes and argues that these schemes often encourage further consumption through discount vouchers while providing consumers with a false sense of environmental responsibility. The authors call for stronger Extended Producer Responsibility (EPR) legislation in the EU to regulate waste exports and mandate reductions in overproduction.","ai_generated":true,"unit":"chanmar-000292#summary","date_modified":"2026-10-23"},"key_insights":[],"climate_tags":["circular economy","waste management"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["empirical study","policy analysis"]},{"id":"sei-002723","url":"https://climateinsightsdirectory.org/document/sei-002723","title":"”Renen får aldrig betesro”","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"sv","date_published":"2022-12","source_url":"https://www.sei.org/wp-content/uploads/2021/06/sei-wp-boliden-voernese-sameby-klocker-larsen-13122022.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report documents the extensive and lasting impacts of the Boliden mine (operated 1976–1988) and the resulting road infrastructure on the Voernese sameby. Key findings highlight significant pasture loss, increased costs and workload for herders due to tourism and traffic, and the marginalization of Sámi knowledge in decision-making processes. The study argues that the state's failure to protect Sámi rights allows colonial exploitation of resources to persist, as evidenced by inadequate compensation and the ongoing pressure from new mining proposals by Vilhelmina Mineral.","ai_generated":true,"unit":"sei-002723#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Boliden mine caused extensive pasture loss, with the industrial area, dams, and mine hole estimated at approximately 3,000 hectares, forcing reindeer to be moved around the site at night during operation.","ai_generated":true,"unit":"sei-002723#insight-1","date_modified":"2026-10-23"},{"text":"The construction of the road (Z824/AC1067) in previously roadless territory has had impacts equal to or greater than the mine itself, creating a disturbance zone where reindeer avoid grazing during the open season (June 6 to October 15).","ai_generated":true,"unit":"sei-002723#insight-2","date_modified":"2026-10-23"},{"text":"Tourism and recreational activities enabled by the road cause significant stress to reindeer, particularly during calving, and lead to a loss of traditional Sámi knowledge as younger generations only experience a modified landscape.","ai_generated":true,"unit":"sei-002723#insight-3","date_modified":"2026-10-23"},{"text":"The sameby faces increased economic burdens, including higher costs for gathering and moving reindeer due to the need for helicopters and additional labor to navigate around the industrial area and road disturbances.","ai_generated":true,"unit":"sei-002723#insight-4","date_modified":"2026-10-23"},{"text":"The Swedish Geological Survey (SGU) left behind drill pipes and scrap iron from prospecting activities, which create dangerous working conditions for herders using snowmobiles and ATVs.","ai_generated":true,"unit":"sei-002723#insight-5","date_modified":"2026-10-23"},{"text":"The study challenges the political and industry narrative that mining and reindeer herding can coexist without significant impact, noting that such claims contradict the actual experiences of the affected sameby.","ai_generated":true,"unit":"sei-002723#insight-6","date_modified":"2026-10-23"},{"text":"The Swedish state's role is described as ambiguous and colonial, failing to provide adequate financial compensation for damages suffered in the 1960s and 70s and failing to protect Sámi rights in current legislation.","ai_generated":true,"unit":"sei-002723#insight-7","date_modified":"2026-10-23"}],"climate_tags":["mining","land use","indigenous rights","climate change","traditional knowledge","environmental impact assessment","infrastructure","tourism industry","forestry"],"geography_discussed":["Norway","Vilhelmina Södra sameby","Jämtland County","Västerbotten County"],"frame_perspective":[],"analysis_type":["empirical study","participatory action research","longitudinal impact analysis"]},{"id":"sei-000506","url":"https://climateinsightsdirectory.org/document/sei-000506","title":"crop-poultry-integrated-systems","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2022-11-22","source_url":"https://www.sei.org/publications/crop-poultry-integrated-systems/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The study finds that integrating indigenous chicken enterprises with crop-based climate-smart agriculture practices, such as improved maize seeds and soil management, significantly increases farm income and reduces food insecurity for smallholder farmers in semi-arid Kenya compared to adopting single technologies.","ai_generated":true,"unit":"sei-000506#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Adopting a combination of climate-smart agriculture (CSA) technologies, particularly those incorporating indigenous chickens, results in superior income and food security outcomes compared to the adoption of a single technology.","ai_generated":true,"unit":"sei-000506#insight-1","date_modified":"2026-10-23"},{"text":"The adoption of improved maize seeds (IS), soil management (SM), indigenous chicken (IC) enterprises, and their combinations generally increases farm income and decreases the number of months households experience food shortages.","ai_generated":true,"unit":"sei-000506#insight-2","date_modified":"2026-10-23"},{"text":"The most significant positive impacts on household welfare and food security are observed when soil management is combined with indigenous chickens (SM & IC) or when improved maize seeds are combined with indigenous chickens (IS & IC).","ai_generated":true,"unit":"sei-000506#insight-3","date_modified":"2026-10-23"}],"climate_tags":["Climate-smart agriculture","food security","climate resilience","smallholder"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["empirical study","impact assessment"]},{"id":"sei-000381","url":"https://climateinsightsdirectory.org/document/sei-000381","title":"Carbon cattle pasture Pantanal Brazil","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2022-08-01","source_url":"https://www.sei.org/publications/carbon-cattle-pasture-pantanal-brazil/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"Research on cattle pastures in the Brazilian Pantanal reveals that seasonally flooded pastures are significant net emitters of CO2 carbon, particularly during aerobic phases, suggesting that improved livestock management and drought-resistant grasses could mitigate these emissions.","ai_generated":true,"unit":"sei-000381#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Seasonally flooded cattle pastures in the Brazilian Pantanal act as large emitters of CO2 carbon, releasing 337 g CO2_C m−2 year−1 into the atmosphere over a hydrological year.","ai_generated":true,"unit":"sei-000381#insight-1","date_modified":"2026-10-23"},{"text":"The carbon flux of these pastures varies by soil oxygen levels: they act as a net sink (-18 g CO2_C m−2) during anaerobic flooding and a significant source (301 g CO2_C m−2) during the aerobic phase.","ai_generated":true,"unit":"sei-000381#insight-2","date_modified":"2026-10-23"},{"text":"Implementing better livestock management and utilizing drought-resistant grasses may increase soil carbon stocks and reduce emissions, which is critical as climate change is expected to increase heating and drying in the Pantanal biome.","ai_generated":true,"unit":"sei-000381#insight-3","date_modified":"2026-10-23"}],"climate_tags":["carbon sequestration","greenhouse gas emissions","climate change"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["empirical study"]},{"id":"iisd-002290","url":"https://climateinsightsdirectory.org/document/iisd-002290","title":"Trading Services for a Circular Economy","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2020-10","source_url":"https://www.iisd.org/system/files/2020-10/trading-services-circular-economy.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines how services—ranging from R&D and IT to waste management and repair—enable circular economy business models. Based on a survey of 96 firms, it finds that approximately 70% of circular service providers export their services, often via digital means (Mode 1) or foreign subsidiaries (Mode 3). The study highlights that micro and small enterprises are disproportionately active in this trade. Key barriers identified include divergent national regulations on waste and secondary materials, as well as data flow restrictions. The authors argue for an integrated trade policy that liberalizes both goods and services simultaneously to accelerate the global transition to a circular economy.","ai_generated":true,"unit":"iisd-002290#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"A significant majority of firms providing services related to the circular economy engage in international trade, with around 70% reporting sales to foreign customers.","ai_generated":true,"unit":"iisd-002290#insight-1","date_modified":"2026-10-23"},{"text":"Micro and small enterprises (MSMEs) are highly active in circular services trade, with about 60% of service exporters falling into this size category; notably, half of these small firms maintain foreign subsidiaries.","ai_generated":true,"unit":"iisd-002290#insight-2","date_modified":"2026-10-23"},{"text":"The most frequently traded services related to the circular economy include IT services, R&D, leasing or rental without an operator, maintenance and repair, and sewage and waste collection.","ai_generated":true,"unit":"iisd-002290#insight-3","date_modified":"2026-10-23"},{"text":"Digital delivery (Mode 1) and commercial presence via subsidiaries (Mode 3) are the dominant modes of supply for circular services, with 55% and 45% of respondents using them respectively.","ai_generated":true,"unit":"iisd-002290#insight-4","date_modified":"2026-10-23"},{"text":"Regulatory divergence is the primary barrier to trade, particularly regarding the classification and trade of waste and secondary materials, affecting over 25% of respondents.","ai_generated":true,"unit":"iisd-002290#insight-5","date_modified":"2026-10-23"},{"text":"Digitalization is a critical enabler of the circular economy, allowing for the creation of new services like ride-sharing and the cheaper cross-border delivery of traditional engineering services.","ai_generated":true,"unit":"iisd-002290#insight-6","date_modified":"2026-10-23"},{"text":"The report argues that trade liberalization for circular economy goods, such as scrap and recycled materials, is most effective when associated services are liberalized simultaneously through an integrated approach.","ai_generated":true,"unit":"iisd-002290#insight-7","date_modified":"2026-10-23"},{"text":"Customer demand is identified as the primary driver for the growth of circular economy solutions, cited by over 50% of firms.","ai_generated":true,"unit":"iisd-002290#insight-8","date_modified":"2026-10-23"}],"climate_tags":["circular economy","resource efficiency","waste management","greenhouse gas emissions"],"geography_discussed":["Europe","Finland","People's Republic of China","Ghana","Nigeria","Rwanda","South Africa"],"frame_perspective":[],"analysis_type":["empirical study","policy analysis"]},{"id":"clipolin-000744","url":"https://climateinsightsdirectory.org/document/clipolin-000744","title":"O Brasil sabe como deter o desmatamento na Amazônia","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"policy brief","language":"pt","date_published":"2019-11","source_url":"https://www.climatepolicyinitiative.org/wp-content/uploads/2019/11/PB-Brasil-sabe-como-deter-o-desmatamento-na-Amazonia.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document highlights the success of Brazil's monitoring and enforcement strategy, specifically the DETER system, in reducing Amazon deforestation. It provides evidence that these measures avoided significant forest loss between 2007 and 2016 without harming agricultural productivity. The brief warns that proposed budget cuts to these systems could lead to a 45% increase in deforestation and urges the federal government to restore financial and institutional support.","ai_generated":true,"unit":"clipolin-000744#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The implementation of a strategic action plan in 2004 contributed to a reduction in the Amazon deforestation rate of more than 80% over a ten-year period.","ai_generated":true,"unit":"clipolin-000744#insight-1","date_modified":"2026-10-23"},{"text":"Analysis by CPI/NAPC PUC-Rio estimates that monitoring and law enforcement efforts prevented an average annual loss of 27,000 km² of Amazon forest between 2007 and 2016, meaning total loss would have been over four times higher without these measures.","ai_generated":true,"unit":"clipolin-000744#insight-2","date_modified":"2026-10-23"},{"text":"The DETER system, developed by INPE, provides near real-time satellite monitoring that allows IBAMA to identify illegal deforestation quickly and apply administrative sanctions, such as fines and equipment destruction, which are most effective when offenders are caught in the act.","ai_generated":true,"unit":"clipolin-000744#insight-3","date_modified":"2026-10-23"},{"text":"Evidence suggests that environmental enforcement does not hinder local agricultural production; in fact, areas with higher enforcement presence typically saw improved agricultural production in the following year.","ai_generated":true,"unit":"clipolin-000744#insight-4","date_modified":"2026-10-23"},{"text":"The monitoring and enforcement strategy is highly cost-effective, with an estimated annual cost of US$685 million (combined INPE and IBAMA budgets) that is far outweighed by the benefit of avoiding nearly 1 billion tCO2 emissions per year.","ai_generated":true,"unit":"clipolin-000744#insight-5","date_modified":"2026-10-23"},{"text":"Proposed budget reductions for environmental monitoring and law enforcement for 2020 could potentially increase deforestation in the Amazon by 45%.","ai_generated":true,"unit":"clipolin-000744#insight-6","date_modified":"2026-10-23"}],"climate_tags":["deforestation","carbon dioxide emissions","carbon price","biodiversity conservation","ecosystem service","agricultural production"],"geography_discussed":["Europe"],"frame_perspective":[],"analysis_type":["cost-benefit analysis","empirical study","policy recommendation"]},{"id":"prio-001195","url":"https://climateinsightsdirectory.org/document/prio-001195","title":"ACTIVE CITIZENSHIP TODAY","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"report","language":"en","date_published":"2019","source_url":"https://cdn.cloud.prio.org/files/98d97234-c0ed-49bb-9b90-c8f8f66b13c6/Active%20Citizenship%20Today.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The ACT project examines how cultural and religious diversity shapes active citizenship in Oslo and Copenhagen. It argues that normative definitions of 'good citizenship' often overlook informal, private, and religious forms of engagement. The research highlights that socio-economic divisions within cities often create more significant differences in civic participation than national differences between Norway and Denmark. It also explores the role of life events, such as trauma or exclusion, as catalysts for civic action and proposes 'moderate inclusivism' as a framework for integrating religious arguments into public deliberation.","ai_generated":true,"unit":"prio-001195#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Active citizenship is conceptualized as a three-part interlinked structure consisting of a rights dimension (including resources), a participation dimension (the 'acting' of the individual), and a membership dimension (the social and legal recognition of belonging).","ai_generated":true,"unit":"prio-001195#insight-1","date_modified":"2026-10-23"},{"text":"There is a tension between 'disciplining' discourses of active citizenship, which expect citizens to contribute to the nation-state in specific ways, and 'empowering' practices where individuals contribute to their community in ways that may not be normatively recognized.","ai_generated":true,"unit":"prio-001195#insight-2","date_modified":"2026-10-23"},{"text":"Research participants in Oslo and Copenhagen challenge the notion that civic participation only occurs in formal public spaces, emphasizing instead the importance of informal conversations, everyday interactions, and acting as a role model.","ai_generated":true,"unit":"prio-001195#insight-3","date_modified":"2026-10-23"},{"text":"Socio-economic divisions within cities are more influential in explaining types of civic engagement than national differences; for example, greater differences exist between the Oslo neighborhoods of Holmlia and Røa than between Norway and Denmark.","ai_generated":true,"unit":"prio-001195#insight-4","date_modified":"2026-10-23"},{"text":"Religious arenas, such as mosques and minority churches in Norway, are viewed as legitimate spaces for participation by those active within them, but these individuals often feel these spaces are not universally accepted as legitimate by the general public.","ai_generated":true,"unit":"prio-001195#insight-5","date_modified":"2026-10-23"},{"text":"The project proposes 'moderate inclusivism' as a philosophical position that recognizes the positive contributions of religious citizens to public deliberation while requiring specific conditions for respectful dialogue in diverse contexts.","ai_generated":true,"unit":"prio-001195#insight-6","date_modified":"2026-10-23"},{"text":"Individual experiences of loss, exclusion, or degrading treatment can serve as inspirational catalysts for civic participation, particularly for refugees and marginalized groups who may feel a unique responsibility to act based on their experiential knowledge.","ai_generated":true,"unit":"prio-001195#insight-7","date_modified":"2026-10-23"},{"text":"Active citizenship in pluralist societies requires a willingness to compromise, which can be based on instrumental reasons (to ensure the viability of institutions) or principled reasons (respecting others as 'co-rulers' and recognizing epistemic equality).","ai_generated":true,"unit":"prio-001195#insight-8","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Norway","Denmark","Holmlia","Røa","Sydhavn","Tøyen","Østerbro"],"frame_perspective":[],"analysis_type":["empirical study","theoretical analysis","qualitative research"]},{"id":"prio-001529","url":"https://climateinsightsdirectory.org/document/prio-001529","title":"Participation des femmes aux processus de paix et de réconciliation au Mali","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"report","language":"fr","date_published":"2019","source_url":"https://cdn.cloud.prio.org/files/fa75ca42-dee1-465e-a7ac-8e3ba51adeed/Lorentzen Toure Gaye - Participation des femmes aux processus de paix et de reconciliation au Mali - PRIO Paper 2019 FR.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds a significant gap between the essential role women play in local conflict resolution and their near-absence from national peace mechanisms, such as those established by the Algiers Accord. While women often act as mediators and influencers within their communities, their participation is frequently circumstantial, irregular, and constrained by traditional and religious norms that confine them to the domestic sphere. The study highlights a widespread lack of knowledge regarding the Algiers Accord and UN Security Council Resolution 1325 among the general population, particularly women who are not part of formal associations. It argues that sustainable peace requires the empowerment of women, the engagement of traditional and religious leaders as allies, and the creation of decentralized structures to integrate local female expertise into national peace discussions.","ai_generated":true,"unit":"prio-001529#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Women are largely absent from the formal mechanisms used to implement the Algiers Accord, despite playing a critical role in managing and resolving conflicts at the local level.","ai_generated":true,"unit":"prio-001529#insight-1","date_modified":"2026-10-23"},{"text":"There is a significant lack of awareness regarding the content and implementation mechanisms of the Algiers Accord among the general population, with women often being the least informed group.","ai_generated":true,"unit":"prio-001529#insight-2","date_modified":"2026-10-23"},{"text":"Women's participation in local conflict resolution is often circumstantial and irregular, frequently occurring only with the approval or under the direction of men.","ai_generated":true,"unit":"prio-001529#insight-3","date_modified":"2026-10-23"},{"text":"The resurgence of traditional conflict resolution mechanisms, while filling gaps left by weakened state institutions, may hinder women's meaningful participation because these structures often undervalue women's rights and roles.","ai_generated":true,"unit":"prio-001529#insight-4","date_modified":"2026-10-23"},{"text":"Gender-specific roles allow women to exert significant influence over conflict dynamics, meaning they have the potential to either incite violence or promote peace, which makes their inclusion essential for sustainable reconciliation.","ai_generated":true,"unit":"prio-001529#insight-5","date_modified":"2026-10-23"},{"text":"Traditional and religious norms, which view women as belonging to the home rather than the public sphere, act as barriers to women's participation in peace processes.","ai_generated":true,"unit":"prio-001529#insight-6","date_modified":"2026-10-23"},{"text":"Knowledge of the Women, Peace and Security agenda, specifically UN Security Council Resolution 1325 and its National Action Plans (PAN), is severely limited at the local level, particularly among women who are not members of associations.","ai_generated":true,"unit":"prio-001529#insight-7","date_modified":"2026-10-23"},{"text":"Existing training and capacity-building initiatives often fail to reach a diverse range of women, focusing instead on a small group of 'active' women, civil servants, or members of established organizations.","ai_generated":true,"unit":"prio-001529#insight-8","date_modified":"2026-10-23"},{"text":"The Truth, Justice and Reconciliation Commission (CVJR) is identified as a mechanism with significant untapped potential for integrating a gender perspective into the peace process.","ai_generated":true,"unit":"prio-001529#insight-9","date_modified":"2026-10-23"}],"climate_tags":["gender equality","capacity building"],"geography_discussed":["Ségou","Mopti","Timbuktu","Bamako"],"frame_perspective":[],"analysis_type":["empirical study","qualitative analysis","policy assessment"]},{"id":"iisd-001514","url":"https://climateinsightsdirectory.org/document/iisd-001514","title":"Is “Moonlighting” a Problem?","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2017-11","source_url":"https://www.iisd.org/sites/default/files/publications/icj-judges-isds-commentary.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The report examines the 'moonlighting' of ICJ judges in ISDS arbitrations, noting that 20 judges have served in at least 90 such cases. It highlights the significant financial incentives for judges to act as arbitrators compared to their fixed ICJ salaries and argues that this practice may undermine the ICJ's reputation for impartiality and independence.","ai_generated":true,"unit":"iisd-001514#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Research indicates that 7 current and 13 former ICJ judges have served as arbitrators or annulment committee members in investor-state dispute settlement (ISDS) cases during their tenure, with these 20 individuals appointed at least 92 times and serving in at least 90 cases.","ai_generated":true,"unit":"iisd-001514#insight-1","date_modified":"2026-10-23"},{"text":"ICJ judges have been involved as arbitrators in approximately 10 per cent of all known treaty-based investment cases as of July 31, 2017, based on 78 treaty-based cases out of a total of 817.","ai_generated":true,"unit":"iisd-001514#insight-2","date_modified":"2026-10-23"},{"text":"There is a significant disparity between the fixed annual salary of ICJ judges, which was roughly USD 173,000 in 2016, and the potential earnings from ISDS arbitration. For example, in 7 concluded cases involving the three most frequent judge-arbitrators, the judges were paid over USD 1.1 million, averaging over USD 159,000 per case per judge.","ai_generated":true,"unit":"iisd-001514#insight-3","date_modified":"2026-10-23"},{"text":"The authors argue that the practice of serving as arbitrators may conflict with the ICJ Statute's prohibition against engaging in 'any other occupation of a professional nature' and could create incentives for judges to dedicate less time to the court's caseload.","ai_generated":true,"unit":"iisd-001514#insight-4","date_modified":"2026-10-23"},{"text":"The simultaneous role of ICJ judge and ISDS arbitrator may compromise perceived and actual independence, as arbitrators are typically party-appointed, potentially creating incentives to rule in favor of certain states to influence future appointments.","ai_generated":true,"unit":"iisd-001514#insight-5","date_modified":"2026-10-23"},{"text":"The document notes potential conflicts of interest when ICJ judges decide cases involving treaty clauses—such as expropriation and fair and non-discriminatory treatment—that overlap with issues they may have decided in ISDS tribunals.","ai_generated":true,"unit":"iisd-001514#insight-6","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Netherlands"],"frame_perspective":[],"analysis_type":["legal analysis","ethical assessment","empirical study"]},{"id":"issafri-002378","url":"https://climateinsightsdirectory.org/document/issafri-002378","title":"Violent extremism in Kenya","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2017-11","source_url":"https://issafrica.s3.amazonaws.com/site/uploads/mono197.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The report finds that while Kenyan women are rarely direct perpetrators of violent acts, they provide critical 'invisible infrastructure' for al-Shabaab through recruiting, intelligence gathering, and logistics. Involvement is driven by a complex interplay of poverty, socio-political marginalisation, and personal relationships. The study highlights severe impacts on women, including sexual violence in camps and psychological trauma from terror attacks and heavy-handed counter-terrorism (CT) operations. Current P/CVE responses are criticised for being gender-neutral and overly securitised, leading to mistrust between the state and affected communities.","ai_generated":true,"unit":"issafri-002378#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Women in Kenya primarily occupy non-combative, supportive roles for violent extremist organisations, acting as an 'invisible infrastructure' by recruiting, gathering intelligence, facilitating funding, and providing food, shelter, and medical care.","ai_generated":true,"unit":"issafri-002378#insight-1","date_modified":"2026-10-23"},{"text":"There is limited evidence of women acting as direct perpetrators of violent extremism in Kenya, with many respondents viewing such acts as 'mambo ya vijana' (issues of male youth).","ai_generated":true,"unit":"issafri-002378#insight-2","date_modified":"2026-10-23"},{"text":"Economic hardship is a primary driver of women's involvement, with al-Shabaab exploiting poverty and unemployment by promising jobs and money to vulnerable individuals.","ai_generated":true,"unit":"issafri-002378#insight-3","date_modified":"2026-10-23"},{"text":"Personal relationships, including kinship and romantic ties, are significant predictors of involvement; women often join extremist groups to follow husbands or partners to Somalia.","ai_generated":true,"unit":"issafri-002378#insight-4","date_modified":"2026-10-23"},{"text":"Women and girls in al-Shabaab camps face severe human rights violations, including forced marriage, physical abuse, and systemic sexual violence, with some returnees reporting contracting HIV.","ai_generated":true,"unit":"issafri-002378#insight-5","date_modified":"2026-10-23"},{"text":"The Kenyan government's 'hard security' approach to counter-terrorism has fostered deep mistrust and resentment in affected communities, which may inadvertently increase radicalisation.","ai_generated":true,"unit":"issafri-002378#insight-6","date_modified":"2026-10-23"},{"text":"Women in affected communities report being profiled, harassed, and subjected to invasive searches by security forces, particularly those wearing the buibui.","ai_generated":true,"unit":"issafri-002378#insight-7","date_modified":"2026-10-23"},{"text":"Violent extremism causes severe psychological trauma and social fragmentation, leading to the breakdown of family units and increased tension between Muslim and non-Muslim community members.","ai_generated":true,"unit":"issafri-002378#insight-8","date_modified":"2026-10-23"},{"text":"Current P/CVE policies and the National Strategy to Counter Violent Extremism are largely gender-neutral and fail to address the specific needs, roles, and vulnerabilities of women.","ai_generated":true,"unit":"issafri-002378#insight-9","date_modified":"2026-10-23"},{"text":"There is a significant disconnect and lack of coordination between government agencies, international donors, and civil society organisations in implementing P/CVE efforts, leading to the duplication of work and 'research fatigue' among women.","ai_generated":true,"unit":"issafri-002378#insight-10","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Somalia","Mombasa","Garissa","Lamu County","Nairobi","Eastleigh","Majengo","Busia County","Kwale County"],"frame_perspective":[],"analysis_type":["empirical study","qualitative research","policy analysis"]},{"id":"clipolin-000954","url":"https://climateinsightsdirectory.org/document/clipolin-000954","title":"Flex Cars and Competition in Fuel Retail Markets","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"research paper","language":"en","date_published":"2016-12","source_url":"https://www.climatepolicyinitiative.org/wp-content/uploads/2017/08/WorkingPaper-Flex_Cars_and_Competition.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The study finds that the penetration of flex-fuel vehicles increased competition among fuel stations, leading to a reduction in retail prices and margins for both ethanol and gasoline. The effect was more pronounced for ethanol. While the price correlation between the two fuels increased, the authors found no strong evidence that the price spread between gasoline and ethanol decreased as flex-fuel adoption grew. Structural estimation suggests that pass-through from costs to prices is approximately 0.5, consistent with oligopoly theory.","ai_generated":true,"unit":"clipolin-000954#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"An increase in the market share of flex cars leads to a reduction in retail prices and margins for both ethanol and gasoline, providing evidence of market power in fuel retail.","ai_generated":true,"unit":"clipolin-000954#insight-1","date_modified":"2026-10-23"},{"text":"The negative impact of flex-fuel vehicle penetration on prices and margins is significantly stronger for ethanol than for gasoline, which the authors attribute to ethanol's smaller market share in the Brazilian automotive fuel market.","ai_generated":true,"unit":"clipolin-000954#insight-2","date_modified":"2026-10-23"},{"text":"Contrary to some expectations, the penetration of flex cars did not lead to a decrease in the price spread between gasoline and ethanol; instead, linear regressions suggest a positive and significant impact on the absolute spread.","ai_generated":true,"unit":"clipolin-000954#insight-3","date_modified":"2026-10-23"},{"text":"Flex car penetration is associated with an increase in the correlation between gasoline and ethanol prices, suggesting that fuel stations make pricing decisions for both fuels jointly.","ai_generated":true,"unit":"clipolin-000954#insight-4","date_modified":"2026-10-23"},{"text":"Structural estimation of price response functions indicates that the pass-through from wholesale costs to retail prices is approximately 0.5, aligning with oligopoly theory for constant marginal costs.","ai_generated":true,"unit":"clipolin-000954#insight-5","date_modified":"2026-10-23"},{"text":"The study concludes that innovations increasing consumer choice, such as flex-fuel technology, can provide welfare benefits even to consumers who do not adopt the technology themselves.","ai_generated":true,"unit":"clipolin-000954#insight-6","date_modified":"2026-10-23"}],"climate_tags":["biofuel"],"geography_discussed":["Brazil"],"frame_perspective":[],"analysis_type":["empirical study","structural estimation","reduced-form analysis","counterfactual simulation"]},{"id":"prio-001659","url":"https://climateinsightsdirectory.org/document/prio-001659","title":"Predicting the Decline of Ethnic Civil War: Was Gurr Right and For the Right Reasons?","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"research paper","language":"en","date_published":"2016-07-21","source_url":"https://cdn.cloud.prio.org/files/fec4ec95-709a-4025-946e-c0e2e97f31a6/Predicting the decline of ethnic civil war Was Gurr right and for the right reasons.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The study finds that ethnic civil wars have indeed declined since the mid-1990s, supporting Ted Robert Gurr's projections. The authors demonstrate that this pacifying trend is associated with increased government accommodation, specifically through the granting of group rights, power-sharing, and democratization, which reduce the probability of conflict onset. Additionally, regional autonomy and peacekeeping operations are found to significantly increase the likelihood of conflict termination. Out-of-sample predictions show that a theory-driven model based on accommodative politics far outperforms a simple time-trend model in predicting the actual decline of ethnic conflict from 2000 to 2013.","ai_generated":true,"unit":"prio-001659#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The incidence of ethnic civil war increased until the mid-1990s but has been declining since that point, confirming the turning point identified by Ted Robert Gurr.","ai_generated":true,"unit":"prio-001659#insight-1","date_modified":"2026-10-23"},{"text":"Global trends since the 1970s show a steady decrease in the share of the population that is politically excluded, a decline in discrimination, and a dramatic increase in power-sharing arrangements.","ai_generated":true,"unit":"prio-001659#insight-2","date_modified":"2026-10-23"},{"text":"Certain accommodative policies significantly reduce the risk of new ethnic civil war onsets: inclusion in power-sharing regimes and democratization are statistically significant, while the granting of group rights also dampens risk.","ai_generated":true,"unit":"prio-001659#insight-3","date_modified":"2026-10-23"},{"text":"The granting of regional autonomy and the implementation of peacekeeping operations are primary drivers for the termination of ongoing ethnic civil wars.","ai_generated":true,"unit":"prio-001659#insight-4","date_modified":"2026-10-23"},{"text":"Simulations indicate that accommodation can substantially lower conflict probabilities over a decade: democratization reduces risk by 27%, inclusion by 20%, and the ending of discrimination by 15%.","ai_generated":true,"unit":"prio-001659#insight-5","date_modified":"2026-10-23"},{"text":"A theory-driven model based on accommodative politics accurately predicted the decline of ethnic civil war between 2000 and 2013, whereas a simple trend-extrapolation model vastly over-predicted the amount of conflict.","ai_generated":true,"unit":"prio-001659#insight-6","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Iraq","South Sudan","Syria","Ukraine","Liberia","Nigeria","South Africa","Angola","Guatemala","Ghana","Mali","Niger","Northern Ireland","Aceh","Bosnia and Herzegovina","Burundi","North Macedonia"],"frame_perspective":[],"analysis_type":["empirical study","quantitative analysis","predictive modeling"]},{"id":"iisd-002346","url":"https://climateinsightsdirectory.org/document/iisd-002346","title":"農業における投資契約： 利益の最大化とリスクの最小化のために","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"research paper","language":"ja","date_published":"2015-06","source_url":"https://www.iisd.org/system/files/publications/world-bank-agri-investment-contracts-web-jp.pdf","generator":"Climate Insights Directory","generated_fields":["summary","climate_tags","analysis_type"],"summary":{"text":"This research paper examines the role of investment contracts in promoting responsible large-scale agricultural investments in developing countries. Drawing on empirical evidence from 39 projects in Sub-Saharan Africa and Southeast Asia, it identifies five key positive effects—such as employment creation and outgrower schemes—and five key negative impacts, including land loss and poor environmental management. The document proposes specific legal options and contractual clauses to ensure these investments contribute to sustainable development, emphasizing the importance of feasibility studies, community development agreements, and transparent grievance mechanisms.","ai_generated":true,"unit":"iisd-002346#summary","date_modified":"2026-10-23"},"key_insights":[],"climate_tags":["food security","sustainable development","land tenure","climate change adaptation","greenhouse gas emissions","biodiversity"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["policy guidance","empirical study","legal analysis"]}]}