{"query_echo":{"q":"","filters":{"geography":["Southeast Asia"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'Southeast Asia' for facet 'geography' is not in the controlled vocabulary."}]},"total":{"value":404,"relation":"eq"},"page":13,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=Southeast+Asia&page=13","next":"https://climateinsightsdirectory.org/api/v1/search?geography=Southeast+Asia&page=14","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":"gem-000153","url":"https://climateinsightsdirectory.org/document/gem-000153","title":"NO FUTURE FOR COAL WITH THE ECONOMIC WINDOW CLOSING RAPIDLY, JAPAN’S SUPPORT FOR OVERSEAS COAL PROJECTS Poses $4.8 BILLION STRANDED ASSET RISK","publisher":{"name":"Global Energy Monitor","organization":"global-energy-monitor"},"document_type":"briefing","language":"en","date_published":"2019-12","source_url":"https://globalenergymonitor.org/sites/default/files/migration/reports/NoFutureEnglish_11.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that falling renewable energy costs are making coal-fired power projects in South and Southeast Asia economically unviable, placing $4.8 billion of pending Japanese public financing at risk of becoming stranded assets.","ai_generated":true,"unit":"gem-000153#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Falling costs for renewables are undermining the economic viability of coal in South and Southeast Asia, with modeling suggesting that by 2028, building new solar PV and onshore wind will be cheaper than operating existing power plants. Consequently, a coal plant starting construction in 2020 and operating by 2024 is projected to have less than five years of operation.","ai_generated":true,"unit":"gem-000153#insight-1","date_modified":"2026-10-23"}],"climate_tags":["coal-fired power station","renewable energy","photovoltaics","stranded asset","climate finance"],"geography_discussed":["Indonesia","Bangladesh","Vietnam","Japan"],"frame_perspective":[],"analysis_type":["financial risk assessment"]},{"id":"gem-000154","url":"https://climateinsightsdirectory.org/document/gem-000154","title":"Global Energy Monitor BRIEFING","publisher":{"name":"Global Energy Monitor","organization":"global-energy-monitor"},"document_type":"briefing","language":"en","date_published":"2019-12","source_url":"https://globalenergymonitor.org/sites/default/files/migration/reports/NoFutureJapanese_11.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document highlights the continued financial support from Japan for coal power projects and references findings that new renewable energy will be cheaper to build than operating existing coal plants in Southeast Asia within a decade.","ai_generated":true,"unit":"gem-000154#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Research indicates that within ten years, constructing new renewable energy sources will be more cost-effective than continuing to operate existing coal-fired power plants in Southeast Asia.","ai_generated":true,"unit":"gem-000154#insight-1","date_modified":"2026-10-23"},{"text":"The briefing utilizes data from the Global Coal Finance Tracker as of October 2019 to provide information on Japanese lending practices regarding coal.","ai_generated":true,"unit":"gem-000154#insight-2","date_modified":"2026-10-23"}],"climate_tags":["coal-fired power station","renewable energy","climate finance","energy transition"],"geography_discussed":["Southeast Asia"],"frame_perspective":[],"analysis_type":["financial analysis","economic comparison"]},{"id":"fordecl-000063","url":"https://climateinsightsdirectory.org/document/fordecl-000063","title":"Progress on the New York Declaration on Forests Goal 2 Assessment Technical Annex to the Five-Year Assessment Report","publisher":{"name":"Forest Declaration Assessment","organization":"forest-declaration-assessment"},"document_type":"report","language":"en","date_published":"2019-09","source_url":"https://forestdeclaration.org/wp-content/uploads/2020/11/2019NYDFGoal2.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that current efforts by companies and governments are insufficient to meet the 2020 goal of eliminating deforestation from agricultural supply chains. While some progress has been made in palm oil and timber, commitments for soy and cattle remain low, and reporting on implementation is often inadequate and self-reported. The document highlights a shift toward jurisdictional approaches in producer countries and the introduction of demand-side regulations in consumer regions like the EU and California.","ai_generated":true,"unit":"fordecl-000063#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Current efforts by governments and companies are insufficient to eliminate deforestation from agricultural commodity production by 2020, with a stagnation in the number of companies making new commitments since 2016.","ai_generated":true,"unit":"fordecl-000063#insight-1","date_modified":"2026-10-23"},{"text":"Commitments are uneven across commodities; palm oil and timber have higher adoption rates, while soy and cattle lag significantly despite high deforestation risks in Latin America. Only 12 percent of companies assessed by Forest 500 have a zero- or zero-net-deforestation commitment covering all sourced commodities.","ai_generated":true,"unit":"fordecl-000063#insight-2","date_modified":"2026-10-23"},{"text":"Implementation of commitments is hindered by a reliance on self-reported data and a lack of independent verification. While 81 to 94 percent of companies with commitments reported having traceability systems in 2018, the depth of these systems varies, and fewer can trace products back to the point of origin.","ai_generated":true,"unit":"fordecl-000063#insight-3","date_modified":"2026-10-23"},{"text":"Certification adoption varies by commodity: RSPO is widely used for palm oil, and FSC/PEFC for timber and pulp, but RTRS certified soy volumes remain less than one percent globally. Cattle products have the lowest certification rates, with only two Forest 500 companies using such standards.","ai_generated":true,"unit":"fordecl-000063#insight-4","date_modified":"2026-10-23"},{"text":"There is a growing trend toward jurisdictional and landscape-level approaches in producer countries to address systemic drivers of deforestation, with pilots active in Brazil, Indonesia, Mexico, Guatemala, Costa Rica, Peru, Ghana, Ethiopia, and Kenya.","ai_generated":true,"unit":"fordecl-000063#insight-5","date_modified":"2026-10-23"},{"text":"Consumer governments are implementing demand-side measures, such as the US Lacey Act, the EU Timber Regulation, and the California Deforestation-Free Procurement Act, to ensure imported commodities are deforestation-free.","ai_generated":true,"unit":"fordecl-000063#insight-6","date_modified":"2026-10-23"},{"text":"Financial institutions are lagging in their efforts to address deforestation risks, with 65 percent of the 150 largest financial institutions assessed by Forest 500 lacking commitments for any forest-risk commodities they finance.","ai_generated":true,"unit":"fordecl-000063#insight-7","date_modified":"2026-10-23"}],"climate_tags":["deforestation","climate finance","greenhouse gas emissions"],"geography_discussed":["Southeast Asia","South America","Malaysia","Indonesia","Brazil","Argentina","Paraguay","United States","European Union","California","France","Mexico","Guatemala","Costa Rica","Peru","Ghana","Ethiopia","Kenya","Cameroon","Republic of the Congo","Gabon","People's Republic of China","Mato Grosso"],"frame_perspective":[],"analysis_type":["progress assessment","technical annex"]},{"id":"glorespar-000082","url":"https://climateinsightsdirectory.org/document/glorespar-000082","title":"Case Study: Lessons of Challenge Funds for resilience building","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"case study","language":"en","date_published":"2019-09","source_url":"https://www.globalresiliencepartnership.org/wp-content/uploads/2020/08/grp-challenge-funds.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the design, selection, implementation, and scaling of Challenge Funds (CFs) specifically for resilience building. It compares GRP's operational experience with a broader literature review of various international CFs, such as the African Enterprise Challenge Fund and the Global Innovation Fund. Key findings emphasize the need for clear definitions of resilience, the value of multi-stage application processes to support local innovators, and the necessity of long-term strategies to move innovations beyond the 'valley of death' toward sustainable scale. The report concludes with specific recommendations for future resilience-focused challenges, highlighting the importance of adaptive management and robust, long-term impact evaluations.","ai_generated":true,"unit":"glorespar-000082#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Effective resilience programming requires a shared understanding and clear definition of resilience as a precursor to design and evaluation, as the concept is complex and involves various 'principles,' 'qualities,' 'dimensions,' and 'characteristics'.","ai_generated":true,"unit":"glorespar-000082#insight-1","date_modified":"2026-10-23"},{"text":"Multi-stage application processes, such as the one used in GRP's Round 1, can improve the quality of final products by providing funding for problem diagnosis and solution development, though they increase transaction costs.","ai_generated":true,"unit":"glorespar-000082#insight-2","date_modified":"2026-10-23"},{"text":"Small, local, and non-traditional innovators face significant barriers to applying for Challenge Funds, including a lack of capacity and the use of development jargon in guidelines; overcoming this requires significant non-financial assistance and mentoring.","ai_generated":true,"unit":"glorespar-000082#insight-3","date_modified":"2026-10-23"},{"text":"Resilience-building projects are difficult to evaluate for impact because increased capacities (intermediate outcomes) may take years to translate into actual resilience, and a significant shock may not occur during the project's lifetime.","ai_generated":true,"unit":"glorespar-000082#insight-4","date_modified":"2026-10-23"},{"text":"Challenge Funds often fail to support scaling because they lack long-term planning and engagement beyond the initial grant period, risking the loss of value created during the project.","ai_generated":true,"unit":"glorespar-000082#insight-5","date_modified":"2026-10-23"},{"text":"The route to scaling is highly dependent on sub-national and national contexts; for example, some businesses in Ghana chose to scale only within their specific part of the country due to differing social and economic contexts between the north and south.","ai_generated":true,"unit":"glorespar-000082#insight-6","date_modified":"2026-10-23"},{"text":"Literature suggests that a narrower regional or sectoral focus generally improves outcomes by preventing the dilution of the call to action, although a clear theory of change can make broad poverty-reduction focuses successful.","ai_generated":true,"unit":"glorespar-000082#insight-7","date_modified":"2026-10-23"},{"text":"There is a risk of cognitive bias where funders are seduced by the 'newness' of technology-related approaches, potentially overlooking the more critical factor of cost-effectiveness for pro-poor solutions.","ai_generated":true,"unit":"glorespar-000082#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","disaster risk reduction","renewable energy","Climate-smart agriculture","climate finance","water management"],"geography_discussed":["Ghana","Ethiopia","Kenya","sub-Saharan Africa"],"frame_perspective":[],"analysis_type":["case study","literature review","program evaluation"]},{"id":"glorespar-000090","url":"https://climateinsightsdirectory.org/document/glorespar-000090","title":"SYNTHESIS OF WATER WINDOW CHALLENGE RESULTS","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"report","language":"en","date_published":"2019-09","source_url":"https://www.globalresiliencepartnership.org/wp-content/uploads/2020/08/grp-ww-synthesis.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Global Resilience Partnership (GRP) Water Window Challenge supported over 500,000 people across eight countries through 12 projects focused on flood resilience. The synthesis identifies that success was driven by 'layering' interventions—combining livelihood support, early warning systems (EWS), and infrastructure—and by deep stakeholder engagement. Key achievements include the establishment of 347 women-led community-based organizations in Sri Lanka, the support of 265,000 individuals in Indonesia through transboundary coordination, and the deployment of EWS reaching over 84,000 households in the India-Nepal border region. The report emphasizes that flexible, adaptive management and strong partnerships are essential for innovating and scaling resilience efforts in volatile climatic contexts.","ai_generated":true,"unit":"glorespar-000090#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The 10 GRP Water Window Challenges with validated data supported more than 500,000 people in eight countries, with women making up approximately 51% of those reached.","ai_generated":true,"unit":"glorespar-000090#insight-1","date_modified":"2026-10-23"},{"text":"Project interventions enabled at least 189,362 people to utilize climate information or early warning systems (EWS) and provided training to at least 16,920 people in disaster risk reduction (DRR), alternative livelihoods, and resilient agricultural techniques.","ai_generated":true,"unit":"glorespar-000090#insight-2","date_modified":"2026-10-23"},{"text":"Cost-benefit analyses (CBA) across the interventions generally indicate that benefits exceed costs from the perspective of local policy-makers, although most estimates excluded program costs.","ai_generated":true,"unit":"glorespar-000090#insight-3","date_modified":"2026-10-23"},{"text":"Scaling grantees achieved significant specific outcomes: Mercy Corps supported 265,000 individuals through transboundary coordination; the Danish Refugee Council harnessed 24 million liters of water for harvesting; Seacology established 347 community-based organizations (CBOs); Lutheran World Relief provided EWS access to over 84,000 households; and Practical Action increased agricultural productivity through flood-resilient techniques.","ai_generated":true,"unit":"glorespar-000090#insight-4","date_modified":"2026-10-23"},{"text":"Effective resilience building requires a 'layering' approach, where projects sequence multiple interventions such as livelihood strengthening, access to information, and physical infrastructure to decrease climatic impacts.","ai_generated":true,"unit":"glorespar-000090#insight-5","date_modified":"2026-10-23"},{"text":"Partnerships and stakeholder engagement are identified as the primary enablers of success, with a particular emphasis on co-creating interventions and using reciprocal engagement to build trust.","ai_generated":true,"unit":"glorespar-000090#insight-6","date_modified":"2026-10-23"},{"text":"Grantees faced significant administrative challenges, including bureaucracy and reporting systems, and noted that the unpredictable climatic contexts necessitated flexible and adaptive project planning.","ai_generated":true,"unit":"glorespar-000090#insight-7","date_modified":"2026-10-23"},{"text":"Innovation occurred across several domains: technological (e.g., floating and amphibious houses), organizational (e.g., legalized transboundary forums), agricultural (e.g., sack gardening and vermicomposting), and infrastructural (e.g., improved polder drainage and earth dams).","ai_generated":true,"unit":"glorespar-000090#insight-8","date_modified":"2026-10-23"}],"climate_tags":["early warning system","disaster risk reduction","ecosystem-based adaptation","Climate-smart agriculture","climate finance","nature-based solutions"],"geography_discussed":["World","Vietnam","Indonesia","Philippines","Bangladesh","India","Nepal","Sri Lanka","Kenya","Kakuma","Tacloban"],"frame_perspective":[],"analysis_type":["synthesis","cost-benefit analysis","outcome analysis"]},{"id":"wmbco-000004","url":"https://climateinsightsdirectory.org/document/wmbco-000004","title":"Businesses call for deeper partnership to build a more forest positive future","publisher":{"name":"We Mean Business Coalition","organization":"we-mean-business-coalition"},"document_type":"statement","language":"en","date_published":"2019-08-30","source_url":"https://www.wemeanbusinesscoalition.org/what-we-do/for-policymakers/coalition-led-advocacy-interventions-from-business/statement-in-response-to-amazon-fires/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that halting deforestation is essential to limiting global temperature rise to 1.5 degrees Celsius and calls for deeper collaboration between governments, the private sector, and civil society. It highlights that over 40% of global deforestation is driven by agricultural expansion for commodities like soybeans, cattle, palm oil, rubber, and cocoa. The authors advocate for the inclusion of farmers and producers in solutions and cite the Soy Moratorium in Brazil and the Palm Oil Moratorium in Indonesia as successful models where agricultural production increased while deforestation decreased.","ai_generated":true,"unit":"wmbco-000004#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Intergovernmental Panel on Climate Change indicates that maintaining a temperature limit of 1.5 degrees Celsius is impossible without an end to deforestation.","ai_generated":true,"unit":"wmbco-000004#insight-1","date_modified":"2026-10-23"},{"text":"Agricultural expansion for commodities—specifically soybeans, cattle, palm oil, rubber, and cocoa—is responsible for more than 40% of deforestation worldwide.","ai_generated":true,"unit":"wmbco-000004#insight-2","date_modified":"2026-10-23"},{"text":"The Soy Moratorium in Brazil and the Palm Oil Moratorium in Indonesia serve as successful examples where deforestation declined while agricultural production increased.","ai_generated":true,"unit":"wmbco-000004#insight-3","date_modified":"2026-10-23"},{"text":"Effective solutions to deforestation require the active engagement of farmers and producers who are at the base of global supply chains.","ai_generated":true,"unit":"wmbco-000004#insight-4","date_modified":"2026-10-23"}],"climate_tags":["deforestation","climate change mitigation"],"geography_discussed":["Indonesia","Congo Basin","Southeast Asia","Panama","Belgium"],"frame_perspective":[],"analysis_type":["policy advocacy"]},{"id":"zca-000106","url":"https://climateinsightsdirectory.org/document/zca-000106","title":"The IPCC report on land use and climate change","publisher":{"name":"Zero Carbon Analytics","organization":"zero-carbon-analytics"},"document_type":"policy brief","language":"en","date_published":"2019-08-10","source_url":"https://zerocarbon-analytics.org/science/the-ipcc-report-on-land-use-and-climate-change/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document analyzes how human land use drives climate change and how climate change, in turn, degrades land. It highlights that while land currently acts as a net carbon sink, it could become a source of emissions. The brief emphasizes the role of agriculture and deforestation in land degradation and warns that current policy trajectories could significantly expand drylands and threaten global food security. It argues that sustainable land management, incorporating indigenous knowledge and gender-sensitive policies, is essential for limiting temperature rise to 1.5°C.","ai_generated":true,"unit":"zca-000106#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Land use change is a significant driver of global emissions, accounting for approximately 23% of total net human emissions between 2007 and 2016, with carbon dioxide emissions from this sector primarily caused by deforestation.","ai_generated":true,"unit":"zca-000106#insight-1","date_modified":"2026-10-23"},{"text":"Although the land system currently functions as a net carbon sink, removing 29% of total human carbon dioxide emissions from 2007 to 2016, climate change may degrade this capacity and potentially turn land into a net source of emissions.","ai_generated":true,"unit":"zca-000106#insight-2","date_modified":"2026-10-23"},{"text":"Human activity affects 75% of the Earth's land surface, with agriculture and timber/logging acting as primary drivers of degradation. Specifically, the expansion of cropland, driven by demand for livestock products, and a nine-fold increase in nitrogen fertilizer use have intensified land degradation.","ai_generated":true,"unit":"zca-000106#insight-3","date_modified":"2026-10-23"},{"text":"Desertification is a critical challenge affecting drylands, which cover nearly half of the world's land surface and house nearly 40% of the population. While causes vary by region—such as drought in Africa and human activity in northern China—desertification reduces soil fertility and carbon sequestration.","ai_generated":true,"unit":"zca-000106#insight-4","date_modified":"2026-10-23"},{"text":"Food systems contribute an estimated 25% to 30% of total human emissions. Climate change threatens food security by reducing crop yields—such as a 5.2% reduction in India between 1981–2009—and increasing the risk of crop failure, price spikes, and malnourishment.","ai_generated":true,"unit":"zca-000106#insight-5","date_modified":"2026-10-23"},{"text":"Future climate scenarios indicate that land management could influence temperature rise by as much as 0.5°C. Under a 4°C warming trajectory, the global area of drylands is projected to increase by 23%, reaching 56% of the total land surface.","ai_generated":true,"unit":"zca-000106#insight-6","date_modified":"2026-10-23"},{"text":"Achieving temperature limits of 1.5°C or 2°C requires land-based mitigation, though the deployment of negative emissions technologies over large areas could inadvertently cause further land degradation.","ai_generated":true,"unit":"zca-000106#insight-7","date_modified":"2026-10-23"}],"climate_tags":["land use","land degradation","desertification","carbon sink","greenhouse gas emissions","deforestation","agriculture","food security","traditional knowledge"],"geography_discussed":["North America","Brazilian Amazon","sub-Saharan Africa","South America","Southeast Asia","Africa","People's Republic of China","India","Australia"],"frame_perspective":[],"analysis_type":["assessment","scenario analysis"]},{"id":"wri-001669","url":"https://climateinsightsdirectory.org/document/wri-001669","title":"Business Adaptation to Climate Change and Global Supply Chains","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"research paper","language":"en","date_published":"2019-07-02","source_url":"https://files.wri.org/s3fs-public/uploads/Adaptation_and_Supply_Chains_Paper_-_Global_Commission_on_Adaptation.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the material risks climate change poses to global supply chains and the current state of private sector adaptation. It argues that while companies recognize climate risks, they often misdiagnose them by focusing on exposure rather than underlying vulnerability. Using the cotton industry as a detailed example, the paper proposes a resilience framework based on six capital assets—natural, human, social, physical, financial, and political—and provides recommendations for companies to commit to science-based resilience strategies and gender-transformative empowerment of women workers.","ai_generated":true,"unit":"wri-001669#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Private sector awareness of climate risk has not yet translated into sufficient action; a review of nearly 2,000 companies found that they often underestimate costs, misdiagnose risks, and apply resilience strategies inconsistently.","ai_generated":true,"unit":"wri-001669#insight-1","date_modified":"2026-10-23"},{"text":"Climate change is identified as the highest impact risk to business, with potential global costs reaching US$2–4 trillion by 2030 for environment, health, and food security, and potentially up to US$24.2 trillion in lost market value of global financial assets under worst-case scenarios.","ai_generated":true,"unit":"wri-001669#insight-2","date_modified":"2026-10-23"},{"text":"The cotton sector is highly vulnerable to climate change, with temperature increases of 2°C expected to reduce crop yields. Specifically, land productivity in sub-Saharan Africa is projected to drop by 14–27% and in Southeast Asia by 18–32% by 2080.","ai_generated":true,"unit":"wri-001669#insight-3","date_modified":"2026-10-23"},{"text":"Climate risk is disproportionately acute for women in the cotton supply chain due to social and cultural norms that restrict their access to land, education, healthcare, and decision-making power.","ai_generated":true,"unit":"wri-001669#insight-4","date_modified":"2026-10-23"},{"text":"Effective business resilience requires investing in six interdependent 'Capital Assets': natural, human, social, physical, financial, and political capital, which together address the root causes of vulnerability.","ai_generated":true,"unit":"wri-001669#insight-5","date_modified":"2026-10-23"},{"text":"Many companies fail to distinguish between climate hazard, exposure, and vulnerability, often ignoring the underlying systemic weaknesses (vulnerability) that exacerbate the risk of a physical hazard.","ai_generated":true,"unit":"wri-001669#insight-6","date_modified":"2026-10-23"},{"text":"Closing the gender gap in agriculture could increase yields on farms by 20–30%, potentially raising total agricultural output in developing countries by 2.5–4% and reducing the number of hungry people globally by 12–17%.","ai_generated":true,"unit":"wri-001669#insight-7","date_modified":"2026-10-23"},{"text":"The author recommends that companies move beyond mitigation-focused pledges to formal 'resilience commitments' that include science-based risk assessments and strategies based on the six capital assets.","ai_generated":true,"unit":"wri-001669#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate risk","climate resilience","climate change adaptation","agriculture","gender equality","natural capital","food security","biodiversity","ecosystem service"],"geography_discussed":["sub-Saharan Africa","Southeast Asia","India","Pakistan","Thailand","Puerto Rico","United States","Mozambique","Zimbabwe","Malawi","Japan","Honduras","Bangladesh","Benin","Ivory Coast","Uganda","Tajikistan","Kenya"],"frame_perspective":[],"analysis_type":["risk assessment","case study","policy recommendation"]},{"id":"mearth-000118","url":"https://climateinsightsdirectory.org/document/mearth-000118","title":"Human activity threatens the survival of a million species – what can one person do?","publisher":{"name":"Mighty Earth","organization":"mighty-earth"},"document_type":"statement","language":"en","date_published":"2019-05-09","source_url":"https://mightyearth.org/article/human-activity-threatens-the-survival-of-a-million-species-what-can-one-person-do/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document responds to a United Nations report on biodiversity loss, asserting that the primary drivers of ecological collapse are decisions made by governments and corporate boardrooms. It identifies the meat and cocoa industries as major contributors to biodiversity loss and deforestation, specifically citing the impact of meat production on greenhouse gas emissions and water pollution, and the role of cocoa farming in deforestation in West Africa. The author encourages individuals to support Mighty Earth's campaigns to pressure companies like McDonald's and Whole Foods to implement sustainable sourcing standards and to choose responsibly produced chocolate to protect endangered species such as chimpanzees and African elephants.","ai_generated":true,"unit":"mearth-000118#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Human activities, including climate change, deforestation, development, pollution, and disruption, are causing a million species to face extinction and making global ecosystems susceptible to collapse.","ai_generated":true,"unit":"mearth-000118#insight-1","date_modified":"2026-10-23"},{"text":"The meat industry is a primary driver of environmental damage, accounting for over 60 percent of global biodiversity loss, with top meat and dairy firms producing greenhouse gas emissions comparable to the largest oil companies.","ai_generated":true,"unit":"mearth-000118#insight-2","date_modified":"2026-10-23"},{"text":"Cocoa production is a major driver of deforestation in West Africa, specifically in Ghana and Côte d’Ivoire, threatening endangered species such as African elephants and chimpanzees.","ai_generated":true,"unit":"mearth-000118#insight-3","date_modified":"2026-10-23"},{"text":"Mighty Earth's campaigns in Southeast Asia have resulted in a significant decrease in deforestation linked to palm oil companies, and the rubber industry in the Mekong is moving toward sustainable natural rubber.","ai_generated":true,"unit":"mearth-000118#insight-4","date_modified":"2026-10-23"}],"climate_tags":["biodiversity loss","deforestation","climate change","greenhouse gas emissions","water pollution"],"geography_discussed":["West Africa","Ghana","Ivory Coast","Southeast Asia","Mekong River"],"frame_perspective":[],"analysis_type":["policy advocacy"]},{"id":"sei-002803","url":"https://climateinsightsdirectory.org/document/sei-002803","title":"The Tandem framework: a holistic approach to co-designing climate services","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"policy brief","language":"en","date_published":"2019-05","source_url":"https://www.sei.org/wp-content/uploads/2019/05/tandem-framework.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Tandem framework addresses the 'usability gap' in climate services by shifting from provider-led to collaborative, transdisciplinary co-design. It outlines a seven-step iterative process—ranging from identifying adaptation challenges to maintaining the service—supported by cross-cutting components like sustainable financing and capacity building. The framework is illustrated through an urban water security case study in Lusaka, Zambia, where co-produced hydrological models helped stakeholders assess water demand against climate scenarios.","ai_generated":true,"unit":"sei-002803#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Climate services are frequently under-utilized due to a 'usability gap' where information is not tailored to the specific needs, capacities, or institutional contexts of decision-makers.","ai_generated":true,"unit":"sei-002803#insight-1","date_modified":"2026-10-23"},{"text":"Several systemic barriers hinder the use of climate information, particularly in the global South, including a lack of demand from decision-makers, limited technical capacity among users, and a mismatch between the scales of climate projections and policy needs.","ai_generated":true,"unit":"sei-002803#insight-2","date_modified":"2026-10-23"},{"text":"The Tandem framework consists of seven iterative steps: identifying adaptation challenges, engaging users/collaborators, understanding objectives and existing services, analyzing institutional contexts, co-exploring data needs, appraising adaptation options, and maintaining/evaluating the service.","ai_generated":true,"unit":"sei-002803#insight-3","date_modified":"2026-10-23"},{"text":"Effective co-design requires four cross-cutting components: tailored communication of climate concepts, continuous capacity and partnership building, the development of sustainable financing models, and integrated monitoring, evaluation, and learning (MEL).","ai_generated":true,"unit":"sei-002803#insight-4","date_modified":"2026-10-23"},{"text":"In Lusaka, Zambia, the application of the Tandem approach through 'Learning Labs' led to the co-development of a hydrological model for the Kafue River, revealing that while water is sufficient for demand, temperature increases of 1-2º Celsius could reduce hydropower reliability (and water pumping ability) to below 70%.","ai_generated":true,"unit":"sei-002803#insight-5","date_modified":"2026-10-23"}],"climate_tags":["Climate information service","climate change adaptation","climate information","capacity building","climate finance"],"geography_discussed":["Lusaka","Zambia","Southeast Asia","Latin America","sub-Saharan Africa","Northern Europe"],"frame_perspective":[],"analysis_type":["framework proposal","case study"]},{"id":"chanmar-000164","url":"https://climateinsightsdirectory.org/document/chanmar-000164","title":"Petits poissons ne deviendront pas grands","publisher":{"name":"Changing Markets Foundation","organization":"changing-markets-foundation"},"document_type":"executive summary","language":"fr","date_published":"2019-04","source_url":"https://changingmarkets.org/wp-content/uploads/2023/10/FRENCH-WEB-EX-SUMMARY-UNTILL-THE-SEAS-DRY.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report argues that industrial aquaculture is fundamentally broken due to its dependence on wild-caught forage fish, which threatens marine ecosystems, food security in vulnerable coastal regions, and animal welfare. It highlights a lack of transparency among major feed producers and critiques existing certification systems, recommending a transition toward herbivorous species and sustainable alternative proteins.","ai_generated":true,"unit":"chanmar-000164#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Industrial aquaculture relies heavily on wild-caught fish, with nearly 20% of total global wild catches being processed into fishmeal and fish oil, of which 69% of the meal and 75% of the oil are used for fish farming.","ai_generated":true,"unit":"chanmar-000164#insight-1","date_modified":"2026-10-23"},{"text":"The extraction of forage fish (such as sardines, anchovies, mackerel, and herring) and krill disrupts marine food webs by removing essential energy sources for higher-level predators like tuna, salmon, sharks, and whales.","ai_generated":true,"unit":"chanmar-000164#insight-2","date_modified":"2026-10-23"},{"text":"In East and Southeast Asia, reduction fisheries often target juvenile fish and non-commercial species, with estimates suggesting 3 to 6 million tonnes of low-value fish are used as direct feed, representing up to 50% of catches in China and Thailand.","ai_generated":true,"unit":"chanmar-000164#insight-3","date_modified":"2026-10-23"},{"text":"The industry threatens food security in vulnerable coastal areas, particularly in West Africa and Southeast Asia, as 90% of the fish used for fishmeal are food-grade or premium quality and could be consumed directly by humans.","ai_generated":true,"unit":"chanmar-000164#insight-4","date_modified":"2026-10-23"},{"text":"Fishmeal production causes significant local pollution and health issues; for example, in Peru, the industry pollutes air and water, leading to respiratory and skin diseases, while in Senegal and Gambia, factories contaminate waterways and harm local tourism and fishing.","ai_generated":true,"unit":"chanmar-000164#insight-5","date_modified":"2026-10-23"},{"text":"Major aquafeed producers, including Skretting, BioMar, MOWI, and Cargill, lack transparency regarding the origin and sustainability of their marine ingredients, often sourcing from regions with low governance and high ecological impact.","ai_generated":true,"unit":"chanmar-000164#insight-6","date_modified":"2026-10-23"},{"text":"Certification systems like the Marine Stewardship Council (MSC) and the Marine Ingredients Organisation (IFFO) are criticized for conflicts of interest and for certifying fish that are not intended for human consumption.","ai_generated":true,"unit":"chanmar-000164#insight-7","date_modified":"2026-10-23"},{"text":"The capture of 0.5 to 1 billion forage fish annually for feed, along with accidental bycatch of mammals and birds, contributes to a global animal welfare crisis.","ai_generated":true,"unit":"chanmar-000164#insight-8","date_modified":"2026-10-23"}],"climate_tags":["food security","climate change"],"geography_discussed":["Peru","People's Republic of China","Thailand","Vietnam","Senegal","The Gambia","Denmark","Norway","Germany","India","Southeast Asia","West Africa"],"frame_perspective":[],"analysis_type":["environmental impact assessment","supply chain analysis","policy recommendation"]},{"id":"sei-000195","url":"https://climateinsightsdirectory.org/document/sei-000195","title":"Assessing Climate Change Impacts on River Flows in the Tonle Sap Lake Basin, Cambodia","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2019-03-25","source_url":"https://www.sei.org/publications/assessing-climate-change-impacts-on-river-flows-in-the-tonle-sap-lake-basin-cambodia/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The study addresses the lack of hydrological monitoring in the tributaries of Cambodia's Tonle Sap Lake, which contribute 25–30% of the annual flow and are critical for maintaining dry-season lake levels. It aims to simulate baseline flows and project future climate change impacts across 11 sub-basins to support water resource management in a country where 80% of the population depends on agriculture.","ai_generated":true,"unit":"sei-000195#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The tributaries of the Tonle Sap Lake are critical for maintaining water levels during the dry season and contribute 25–30% of the annual flow, with precipitation accounting for 12.5%.","ai_generated":true,"unit":"sei-000195#insight-1","date_modified":"2026-10-23"},{"text":"Cambodia is highly vulnerable to climate change because approximately 80% of its population relies on the agriculture sector for their livelihoods, making them susceptible to food shortages and crop failures caused by flooding and water scarcity.","ai_generated":true,"unit":"sei-000195#insight-2","date_modified":"2026-10-23"},{"text":"Water resources in the Tonle Sap basin have been degraded by several factors, including hydropower demand, agricultural expansion, deforestation, urbanization, and rapid population growth.","ai_generated":true,"unit":"sei-000195#insight-3","date_modified":"2026-10-23"}],"climate_tags":["climate impact","water management","hydrological model","agriculture","food security","deforestation","hydropower"],"geography_discussed":["Southeast Asia","Mekong River"],"frame_perspective":[],"analysis_type":["hydrological simulation","impact assessment"]},{"id":"saiia-000373","url":"https://climateinsightsdirectory.org/document/saiia-000373","title":"Think Beyond, Live Within: What to Expect from 4th Session of UN Environmental Assembly","publisher":{"name":"South African Institute of International Affairs","organization":"south-african-institute-of-international-affairs"},"document_type":"briefing","language":"en","date_published":"2019-03-12","source_url":"https://saiia.org.za/research/think-beyond-live-within-what-to-expect-from-4th-session-of-un-environmental-assembly/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The 4th session of the UN Environment Assembly (UNEA-4) focuses on 'Innovative Solutions to the Environmental Challenges and Sustainable Consumption and Production' to advance Sustainable Development Goal (SDG) 12. The assembly integrates input from the Global Major Groups and Stakeholders Forum (GMGSF), including the African Ministerial Conference on the Environment (AMCEN), and technical data from the 6th Global Environmental Outlook (GEO-6) report. Key highlights include the exhibition of innovative projects such as the Flipflopi Dhow, a vessel made from waste plastic, and South African environmental risk and anti-poaching technologies.","ai_generated":true,"unit":"saiia-000373#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The overarching theme of UNEA-4 is 'Innovative Solutions to the Environmental Challenges and Sustainable Consumption and Production,' which is designed to address Sustainable Development Goal (SDG) 12 regarding global consumption and production patterns.","ai_generated":true,"unit":"saiia-000373#insight-1","date_modified":"2026-10-23"},{"text":"The Global Major Groups and Stakeholders Forum (GMGSF), including the African Ministerial Conference on the Environment (AMCEN), identified three priority areas for the assembly: managing natural resources and poverty (including food security and biodiversity loss), implementing life-cycle approaches to waste, energy, chemicals, and resource efficiency, and promoting sustainable business development during technological change.","ai_generated":true,"unit":"saiia-000373#insight-2","date_modified":"2026-10-23"},{"text":"The assembly will be informed by the 6th Global Environmental Outlook (GEO-6) report, titled ‘Healthy Planet, Healthy People,’ which provides scientific research on the links between human health and the environment, specifically focusing on waste, food, and energy.","ai_generated":true,"unit":"saiia-000373#insight-3","date_modified":"2026-10-23"},{"text":"The event will showcase specific innovative projects, including the Flipflopi Dhow—a fishing vessel built from 7 tons of plastic waste from Lamu, Kenya—and the UN Alliance for Sustainable Fashion.","ai_generated":true,"unit":"saiia-000373#insight-4","date_modified":"2026-10-23"},{"text":"South African contributions to UNEA-4 include the ENCORE guide for banks to evaluate environmental risk and anti-poaching GPS trackers developed by Dimension Data and Connect Conservation, which have been used in Zambia, Kenya, Mozambique, and near Kruger National Park.","ai_generated":true,"unit":"saiia-000373#insight-5","date_modified":"2026-10-23"}],"climate_tags":["biodiversity loss","resource efficiency","waste management","environmental risk","plastic pollution","food system"],"geography_discussed":["Nairobi","New York City","Kenya","Zanzibar Islands","South Africa","Zambia","Mozambique","Southeast Asia"],"frame_perspective":[],"analysis_type":["briefing"]},{"id":"sei-000468","url":"https://climateinsightsdirectory.org/document/sei-000468","title":"Ongoing environmental change in the Mekong floodplains","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2019-02-27","source_url":"https://www.sei.org/publications/ongoing-environmental-change-mekong-floodplains/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Mekong floodplains, covering approximately 70,000 km2 and including Cambodia's Tonle Sap, are experiencing environmental deterioration driven by rapid economic growth and climate change. While hydropower dams are a significant concern for biodiversity and livelihoods, the document argues that focusing solely on dams overlooks other local threats affecting water resources, vegetation, and fish.","ai_generated":true,"unit":"sei-000468#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Mekong floodplains, which encompass about 70,000 km2 and include the Tonle Sap wetland in Cambodia, are critical for food security, providing the primary source of animal protein for millions in Cambodia and Vietnam and supporting over 50% of Vietnam's rice cultivation.","ai_generated":true,"unit":"sei-000468#insight-1","date_modified":"2026-10-23"},{"text":"Rapid economic growth and integration into the global economy have increased the exploitation of natural resources for energy, manufacturing, consumption, and export, leading to the deterioration of floodplain resources.","ai_generated":true,"unit":"sei-000468#insight-2","date_modified":"2026-10-23"},{"text":"While hydropower development is viewed as a threat to community livelihoods and biodiversity, the document contends that an over-emphasis on dams by the international scientific community has obscured other local drivers of ecosystem deterioration regarding fish, vegetation, and water resources.","ai_generated":true,"unit":"sei-000468#insight-3","date_modified":"2026-10-23"}],"climate_tags":["hydropower","biodiversity","water resource","climate change"],"geography_discussed":["Tonlé Sap","Southeast Asia"],"frame_perspective":[],"analysis_type":["environmental assessment"]},{"id":"iisd-003733","url":"https://climateinsightsdirectory.org/document/iisd-003733","title":"The Farmer and Her Husband: Legal innovations for women in contract farming","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"policy brief","language":"en","date_published":"2019-02-01","source_url":"https://www.iisd.org/system/files/publications/women-contract-farming-policy-brief-en.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The policy brief argues that women are frequently excluded from contract farming agreements despite providing the majority of the labor, and that contracted crops often displace the subsistence crops women grow for household nutrition. To remedy this, the authors propose incorporating legal protections into contracts and national legislation, drawing on principles from consumer protection, franchising, and mortgage laws. Key recommendations include requiring spousal consent for contract validity, ensuring informed consent through plain-language summaries, and conferring third-party rights to women who perform substantial work but are not signatories to the contract.","ai_generated":true,"unit":"iisd-003733#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Women are systematically excluded from signing contract farming agreements despite performing a significant portion of the agricultural labor. For example, in a study of 39 agribusiness investments in Southeast Asia and sub-Saharan Africa, women represented only 1.5 per cent of out-growers.","ai_generated":true,"unit":"iisd-003733#insight-1","date_modified":"2026-10-23"},{"text":"Contract farming often leads to the displacement of subsistence crops, which are primarily grown by women to ensure household food and nutrition security. Examples include the displacement of millet by tobacco in East Africa and sorghum by rice.","ai_generated":true,"unit":"iisd-003733#insight-2","date_modified":"2026-10-23"},{"text":"The lack of contractual inclusion disempowers female farmers, leaving them with no control over the income generated by the contract, which men may spend on individual rather than family needs.","ai_generated":true,"unit":"iisd-003733#insight-3","date_modified":"2026-10-23"},{"text":"The document proposes that contract farming laws should require the active consent of a spouse for a contract to be valid, particularly if the spouse performs substantial work or is affected by the agreement.","ai_generated":true,"unit":"iisd-003733#insight-4","date_modified":"2026-10-23"},{"text":"To ensure informed consent, the authors suggest requiring contracts to include a conspicuous 'IMPORTANT NOTICE' and a one-page 'summary of key terms' covering price, delivery dates, and input costs.","ai_generated":true,"unit":"iisd-003733#insight-5","date_modified":"2026-10-23"},{"text":"The brief suggests a legal mechanism to confer benefits on 'Third Party Spouses'—women who are not signatories but perform significant work or grow subsistence food—allowing them to receive payments and enforce the contract directly.","ai_generated":true,"unit":"iisd-003733#insight-6","date_modified":"2026-10-23"},{"text":"Additional complementary legal measures to improve fairness include 'cooling off periods' for cancellation, the voiding of 'unfair contract terms', and mandatory disclosure of the buyer's financial situation.","ai_generated":true,"unit":"iisd-003733#insight-7","date_modified":"2026-10-23"}],"climate_tags":["gender equality","land tenure","food security","smallholder"],"geography_discussed":["Kenya","Senegal","Tanzania","Philippines","Ghana","Zambia","People's Republic of China","India","Guatemala","United Kingdom","United States","Australia","sub-Saharan Africa","Southeast Asia"],"frame_perspective":[],"analysis_type":["policy brief","legal analysis"]},{"id":"prio-001509","url":"https://climateinsightsdirectory.org/document/prio-001509","title":"How Does Political Violence Target Women?","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"policy brief","language":"en","date_published":"2019-02","source_url":"https://cdn.cloud.prio.org/files/08fd6c57-da25-46ad-90c1-69cfed5e1061/Kishi Roudabeh and Louise Olsson - How Does Political Violence Target Women GPS Policy Brief 2-2019.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed"],"summary":{"text":"The document introduces ACLED data on political violence targeting women (PVTW), defining it as the use of physical force by groups with political motivations in the public sphere. The analysis reveals that while sexual violence is a significant threat, non-sexual attacks are the most commonly reported type of PVTW globally. The brief highlights regional variations in both the types of violence and the perpetrators, noting that anonymous armed groups are the most frequent offenders overall, while state forces, political militias, and mobs dominate in specific regions. The authors argue that understanding these patterns is essential for evidence-based Women, Peace and Security (WPS) policies and for achieving 'security equality' by recognizing women as active political agents rather than mere victims.","ai_generated":true,"unit":"prio-001509#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Non-sexual attacks are the most frequently reported form of political violence targeting women (PVTW) globally, contrary to common assumptions that such violence is primarily sexual. This type of violence accounts for more than two-thirds of PVTW in Latin America and the Caribbean, the Middle East, the Caucasus and Central Asia, and Southeastern and Eastern Europe and the Balkans.","ai_generated":true,"unit":"prio-001509#insight-1","date_modified":"2026-10-23"},{"text":"Sexual violence represents a substantial proportion of PVTW in specific regions, comprising more than one-third of reported cases in both Southeast Asia and Africa.","ai_generated":true,"unit":"prio-001509#insight-2","date_modified":"2026-10-23"},{"text":"Anonymous or unidentified armed groups are the most common perpetrators of PVTW, accounting for over one-third of all reported cases. This anonymity may be a strategic choice by perpetrators to avoid responsibility or a result of reporting limitations.","ai_generated":true,"unit":"prio-001509#insight-3","date_modified":"2026-10-23"},{"text":"Perpetrator types vary significantly by region: state forces (military or police) are the primary perpetrators in the Middle East, Southeast Asia, and the Caucasus and Central Asia; political militias are highly active in Africa; and mobs are the primary perpetrators in South Asia.","ai_generated":true,"unit":"prio-001509#insight-4","date_modified":"2026-10-23"},{"text":"Mob violence and abductions/forced disappearances are often under-analyzed in Women, Peace and Security (WPS) settings. Mob violence is particularly prevalent in South Asia and Africa, while abductions and forced disappearances are most commonly reported in Africa.","ai_generated":true,"unit":"prio-001509#insight-5","date_modified":"2026-10-23"},{"text":"Political violence targeting women is a strategic tool used to hinder women's political participation, and it occurs both within war-time contexts and in non-war environments where political processes are contested.","ai_generated":true,"unit":"prio-001509#insight-6","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Middle East","Southeastern and Eastern Europe and the Balkans","Caucasus and Central Asia","Latin America and the Caribbean","Africa","Southeast Asia","South Asia","Syria","South Sudan","Myanmar","Zimbabwe","India","Nigeria","Sudan","Democratic Republic of the Congo","Afghanistan","Greece","Philippines","Burundi","West Bank"],"frame_perspective":[],"analysis_type":[]},{"id":"sei-002409","url":"https://climateinsightsdirectory.org/document/sei-002409","title":"Opportunities for gender equality in fisheries and coastal resource management in South and Southeast Asia","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"briefing","language":"en","date_published":"2019-01","source_url":"https://www.sei.org/wp-content/uploads/2019/01/opp-gender-equality-in-fisheries-south-southeast-asia.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document identifies how social norms, political processes, and economic shifts marginalize women in the fisheries sector of South and Southeast Asia. It highlights the invisibility of women's labor, their exclusion from decision-making, and the negative impacts of industrialized fishing on small-scale producers. The briefing proposes five regional pathways for transformation, including increasing gender awareness, providing analysis training, improving women's agency, combating violence, and breaking policy siloes.","ai_generated":true,"unit":"sei-002409#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Women's contributions to fisheries are frequently undervalued and invisible because they primarily operate in post-harvest stages, which are often viewed as extensions of domestic and care-giving duties. This division of labor is influenced by social and religious norms regarding physical abilities and is further complicated by ethnicity, caste, class, and nationality.","ai_generated":true,"unit":"sei-002409#insight-1","date_modified":"2026-10-23"},{"text":"Women's participation in public and technical decision-making regarding coastal resource management is negligible. This exclusion is driven by patriarchal norms, the heavy burden of care-giving roles, domestic violence, and limited education, which collectively hinder women's ability to contribute to public debates, including those on climate change adaptation.","ai_generated":true,"unit":"sei-002409#insight-2","date_modified":"2026-10-23"},{"text":"Political and economic developments, such as the rise of industrialized fishing and transnational investment, often exacerbate gender inequalities. Industrialized fishing can displace small-scale fisheries, and the resulting economic stress frequently increases the care-giving burden on women, who must compensate for dwindling harvests.","ai_generated":true,"unit":"sei-002409#insight-3","date_modified":"2026-10-23"},{"text":"Despite making up nearly half of the labor force in developing countries, women's work in fisheries is often undocumented and ignored by policymakers. Policy focus typically prioritizes primary fish production over the processing and marketing stages where women are most active and where earnings and well-being are often lowest.","ai_generated":true,"unit":"sei-002409#insight-4","date_modified":"2026-10-23"},{"text":"Current gender mainstreaming in the region's coastal and fisheries sectors is insufficient, fragmented, and often sidelined by technical or economic priorities. While some intergovernmental mechanisms and organizations like the Network of Aquaculture Centres in Asia Pacific and SEAFDEC are making progress, the application of integrated coastal management (ICM) remains limited in Asia.","ai_generated":true,"unit":"sei-002409#insight-5","date_modified":"2026-10-23"}],"climate_tags":["gender equality","climate change adaptation","gender mainstreaming","food security","aquaculture"],"geography_discussed":["Bangladesh","Cambodia","India"],"frame_perspective":[],"analysis_type":["policy analysis","field study","literature review"]},{"id":"wwf-000432","url":"https://climateinsightsdirectory.org/document/wwf-000432","title":"Principles for Fisheries Management in Areas Beyond National Jurisdiction","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"report","language":"en","date_published":"2018-12","source_url":"https://www.worldwildlife.org/documents/680/3t3qqft15v_08818_WWF_WB_Report_GloTT_final.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report argues that the complexity of high seas fisheries makes single-tool solutions ineffective, necessitating a combination of State regulation and economic incentives. It outlines nine principles for creating these 'smart mixes,' emphasizing the need for compatible instruments, targeted interventions, and the empowerment of non-State 'surrogate regulators.' The document supports these principles with case studies, including the Parties to the Nauru Agreement's Vessel Day Scheme and various tuna fishery initiatives in the Caribbean and Southeast Asia.","ai_generated":true,"unit":"wwf-000432#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Management of ABNJ fisheries is hindered by high levels of complexity and heterogeneity, specifically regarding multiple actors at local, regional, and global levels, the 'Freedom of the Sea' creating common pool resource challenges, and the fact that while rules are set globally, enforcement rests with individual States.","ai_generated":true,"unit":"wwf-000432#insight-1","date_modified":"2026-10-23"},{"text":"The report advocates for 'smart instrument mixes'—combining multiple public and private forms of control—because single policy instruments are generally insufficient for the complexities of ABNJ fisheries and global supply chains.","ai_generated":true,"unit":"wwf-000432#insight-2","date_modified":"2026-10-23"},{"text":"Incentive-based tools are categorized into 'pull' incentives, which use market-based instruments to shape consumer demand (e.g., MSC certification), and 'push' incentives, which target the production side (e.g., bycatch taxes and rights-based management).","ai_generated":true,"unit":"wwf-000432#insight-3","date_modified":"2026-10-23"},{"text":"The document identifies nine principles for smart mixes: ensuring compatible instrument combinations; calibrating for least resistance, lowest cost, and maximum impact; sequencing or scaling interventions; empowering surrogate regulators; maximizing net gain outcomes; harnessing stakeholder responsiveness; considering top-down constraints; adapting the mix based on effectiveness; and assessing opportunities for better interventions.","ai_generated":true,"unit":"wwf-000432#insight-4","date_modified":"2026-10-23"},{"text":"Non-State actors, termed 'surrogate regulators' (including NGOs, companies, and consumer groups), can be empowered through delegated legal power or by influencing the regulatory process to enhance the State's regulatory reach.","ai_generated":true,"unit":"wwf-000432#insight-5","date_modified":"2026-10-23"},{"text":"The Parties to the Nauru Agreement (PNA) Vessel Day Scheme (VDS) serves as a successful example of an adaptive, sequenced intervention that moved from capping vessel numbers to a transferable effort program, significantly increasing access fees from less than 6% to 14% of landed value.","ai_generated":true,"unit":"wwf-000432#insight-6","date_modified":"2026-10-23"},{"text":"In the Eastern Pacific Ocean, the Inter-American Tropical Tuna Commission (IATTC) has reached the effectiveness limit of traditional measures like closed seasons, suggesting a need for incentive-based alternatives such as individual vessel quotas (IVQ) to address recruitment overfishing of bigeye and yellowfin tuna.","ai_generated":true,"unit":"wwf-000432#insight-7","date_modified":"2026-10-23"},{"text":"The report notes that international fisheries law is heavily based on State consent and historical fishing patterns, which can create gridlock in Regional Fishery Management Organizations (RFMOs) and make the redistribution of harvest rights difficult.","ai_generated":true,"unit":"wwf-000432#insight-8","date_modified":"2026-10-23"}],"climate_tags":["ocean acidification"],"geography_discussed":["Caribbean","Grenada","Dominican Republic","Southeast Asia","Indonesia","Philippines","East Pacific Ocean"],"frame_perspective":[],"analysis_type":["policy framework","case study analysis","regulatory design"]},{"id":"catf-000415","url":"https://climateinsightsdirectory.org/document/catf-000415","title":"CATF Statement on EPA’s Final 2019 RFS Biofuels Requirements","publisher":{"name":"Clean Air Task Force","organization":"clean-air-task-force"},"document_type":"statement","language":"en","date_published":"2018-11-30","source_url":"https://www.catf.us/2018/11/epas-final-2019-rfs-biofuels-requirements/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Clean Air Task Force (CATF) criticizes the EPA's 2019 Renewable Fuel Standard (RFS) for prioritizing corn ethanol and soy biodiesel over cellulosic biofuels. While Congress intended cellulosic biofuels to comprise nearly one-third of the 2019 mandate, they account for only 2%. CATF asserts that the reliance on first-generation biofuels drives deforestation in Southeast Asia and Latin America and calls for Congressional intervention to fix the policy.","ai_generated":true,"unit":"catf-000415#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The EPA's final 2019 rule significantly under-represents cellulosic biofuels compared to Congressional goals; while they were intended to account for nearly one-third of the total RFS mandate, they actually account for only 2%.","ai_generated":true,"unit":"catf-000415#insight-1","date_modified":"2026-10-23"}],"climate_tags":["biofuel","deforestation","land-use change"],"geography_discussed":["Southeast Asia","Latin America"],"frame_perspective":[],"analysis_type":["policy critique"]},{"id":"mearth-000002","url":"https://climateinsightsdirectory.org/document/mearth-000002","title":"Michelin’s Greenwashing Must End. It’s Time for Sustainable Rubber Production.","publisher":{"name":"Mighty Earth","organization":"mighty-earth"},"document_type":"statement","language":"en","date_published":"2018-10-17","source_url":"https://mightyearth.org/article/michelins-greenwashing-must-end-its-time-for-sustainable-rubber-production/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Mighty Earth criticizes Michelin for failing to lead the tire industry in ending deforestation and land-grabbing caused by rubber harvesting in Southeast Asia and Africa, calling for the inclusion of civil society in the Global Platform for Sustainable Natural Rubber.","ai_generated":true,"unit":"mearth-000002#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The tire industry is responsible for 70% of global rubber use, and unsustainable harvesting practices are driving rapid deforestation and habitat loss for endangered species like tigers, gibbons, and elephants in biodiversity hotspots.","ai_generated":true,"unit":"mearth-000002#insight-1","date_modified":"2026-10-23"},{"text":"Rubber production in countries such as Indonesia, Cambodia, Myanmar, and Cameroon is linked to severe deforestation and the displacement of local families from their ancestral lands.","ai_generated":true,"unit":"mearth-000002#insight-2","date_modified":"2026-10-23"},{"text":"The Global Platform for Sustainable Natural Rubber, developed by the World Business Council for Sustainable Development (WBCSD) and leading tire companies including Michelin, is criticized for excluding non-industry voices from its highest decision-making body, risking becoming a \"talk shop.\"","ai_generated":true,"unit":"mearth-000002#insight-3","date_modified":"2026-10-23"}],"climate_tags":["deforestation","biodiversity loss","land grabbing","greenwashing","climate change"],"geography_discussed":["Indonesia","Cambodia","Myanmar","Cameroon"],"frame_perspective":[],"analysis_type":["policy critique","corporate accountability"]}]}