{"query_echo":{"q":"","filters":{"geography":["Kiribati"]},"warnings":[]},"total":{"value":122,"relation":"eq"},"page":3,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=Kiribati&page=3","next":"https://climateinsightsdirectory.org/api/v1/search?geography=Kiribati&page=4","stability":"beta","ai_marking":{"digital_source_type":{"uri":"http://cv.iptc.org/newscodes/digitalsourcetype/trainedAlgorithmicMedia","name":"Created using Generative AI"},"notice":"Summary and key insights are generated using artificial intelligence."},"results":[{"id":"bc3res-000042","url":"https://climateinsightsdirectory.org/document/bc3res-000042","title":"CATÁLOGO DE MATERIALES DIDÁCTICOS SOBRE EL CAMBIO CLIMÁTICO","publisher":{"name":"Basque Centre for Climate Change","organization":"basque-centre-for-climate-change"},"document_type":"guide","language":"es","date_published":"2022","source_url":"https://www.bc3research.org/wp-content/uploads/2026/04/2.CATALOGUE_SP.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Basque Centre for Climate Change (BC3) has developed a guide containing 10 educational activities for high school students, aligned with BC3's research lines. The activities use active methodologies to cover topics such as carbon footprints, planetary boundaries, climate justice, and urban heat islands. The guide includes a conceptual overview of climate change, emphasizing the need to limit global warming to 1.5ºC, and provides structured lesson plans with specific goals, competencies, and resources.","ai_generated":true,"unit":"bc3res-000042#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The catalogue consists of 10 activities linked to five BC3 research lines: Base Climática, Low Carbon, Ecosistemas Terrestres, Lab. adaptación, and Elaboración de modelos integrados de sistemas naturales y humanos asociados.","ai_generated":true,"unit":"bc3res-000042#insight-1","date_modified":"2026-10-23"},{"text":"The document outlines a conceptual framework for climate change, stating it is anthropogenically caused by economic sectors like industry, tourism, and transport, leading to increased greenhouse gas concentrations and extreme events.","ai_generated":true,"unit":"bc3res-000042#insight-2","date_modified":"2026-10-23"},{"text":"To limit global warming to 1.5ºC relative to pre-industrial levels, the document states that global CO2 emissions must peak before 2025 and be reduced by 43% by 2030, while methane emissions must decrease by 34% by 2030.","ai_generated":true,"unit":"bc3res-000042#insight-3","date_modified":"2026-10-23"}],"climate_tags":["climate change education","carbon footprint","planetary boundary","climate justice","urban heat island","climate change adaptation","climate change mitigation","circular economy","greenhouse gas"],"geography_discussed":["Urdaibai Biosphere Reserve","World","People's Republic of China","India","European Union","United States","Canada","Australia","Africa","Maldives","Kiribati","Vanuatu","Tuvalu","Marshall Islands","Guernica","Costa Rica"],"frame_perspective":[],"analysis_type":["educational guide"]},{"id":"ciel-000336","url":"https://climateinsightsdirectory.org/document/ciel-000336","title":"Children’s Rights Obligations of States in the Context of Climate Change","publisher":{"name":"Center for International Environmental Law","organization":"center-for-international-environmental-law"},"document_type":"briefing","language":"en","date_published":"2022","source_url":"https://www.ciel.org/wp-content/uploads/2022/03/Childrens-Rights-Obligations-of-States-in-the-Context-of-Climate-Changejan23.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Committee on the Rights of the Child (CRC) has increased its focus on climate change in State reviews, shifting from a primary focus on developing nations to a balanced approach including developed countries. Key areas of concern include adaptation, child participation, and a growing emphasis on mitigation obligations, specifically targeting fossil fuel subsidies and emissions in the transport and aviation sectors. The CRC is also increasingly scrutinizing the role of financial institutions in funding fossil fuels. Legally, the CRC established in the Sacchi et al. v. Argentina, Brazil, France, Germany, and Turkey case that it has jurisdiction over transboundary harm if a causal link exists between a State's emissions and the impairment of children's rights abroad, although the specific claim was dismissed on procedural grounds for failing to exhaust domestic remedies.","ai_generated":true,"unit":"ciel-000336#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Between 2020 and 2021, the CRC addressed climate change in 29 out of 61 State review processes, moving away from focusing primarily on Small Island Developing States (SIDS) and Least Developed Countries (LDCs) to a more balanced approach involving both developed and developing nations.","ai_generated":true,"unit":"ciel-000336#insight-1","date_modified":"2026-10-23"},{"text":"The CRC has increased its focus on State obligations to mitigate climate change, specifically recommending that Poland phase out coal-fired power plant funding and that Austria eliminate subsidies for transportation modes that undermine children's health rights.","ai_generated":true,"unit":"ciel-000336#insight-2","date_modified":"2026-10-23"},{"text":"There is a growing emphasis on the responsibility of financial and business actors; in 2021, 11 CRC outputs referred to these actors, with specific concerns raised about Swiss financial institutions' investments in fossil fuels.","ai_generated":true,"unit":"ciel-000336#insight-3","date_modified":"2026-10-23"},{"text":"In the case of Sacchi et al. v. Argentina, Brazil, France, Germany, and Turkey, the CRC determined it has jurisdiction over transboundary harm when a State exercises effective control over emission sources and there is a causal link to the negative impact on children's rights outside its territory.","ai_generated":true,"unit":"ciel-000336#insight-4","date_modified":"2026-10-23"},{"text":"The CRC is developing a new General Comment on children's rights and the environment with a specific focus on climate change, which will be informed by scientific evidence and consultations with children, experts, and State parties in 2022.","ai_generated":true,"unit":"ciel-000336#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","climate change mitigation","climate justice","fossil fuel industry","greenhouse gas emissions","renewable energy","biodiversity loss","climate finance"],"geography_discussed":["Zambia","Sweden","Poland","Austria","Switzerland","Tuvalu","Cook Islands","South Africa","Argentina","Brazil","France","Germany","Turkey","Samoa","Federated States of Micronesia","Kiribati"],"frame_perspective":[],"analysis_type":["policy review","legal analysis"]},{"id":"ciel-000549","url":"https://climateinsightsdirectory.org/document/ciel-000549","title":"States’ Human Rights Obligations in the Context of Climate Change","publisher":{"name":"Center for International Environmental Law","organization":"center-for-international-environmental-law"},"document_type":"report","language":"en","date_published":"2022","source_url":"https://www.ciel.org/wp-content/uploads/2023/01/HRTB-2022_23Jan23.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes the 2020-2021 outputs of seven UN Human Rights Treaty Bodies (HRTBs), noting a significant increase in climate-related references despite COVID-19 disruptions. It highlights a shift toward questioning developed nations on mitigation and fossil fuel extraction, alongside a consistent focus on adaptation and the participation of vulnerable groups. The document also examines key individual communications, such as Teitiota v. New Zealand and Sacchi et al. v. Argentina et al., which establish precedents for climate-induced human rights violations and extraterritorial jurisdiction.","ai_generated":true,"unit":"ciel-000549#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Climate-related outputs from HRTBs increased significantly in 2021, with 69 references representing approximately 53% of total outputs, compared to 54 references (about 38%) in 2020.","ai_generated":true,"unit":"ciel-000549#insight-1","date_modified":"2026-10-23"},{"text":"HRTBs are increasingly addressing climate change across all categories of States, moving beyond a traditional focus on Small Island Developing States (SIDS) and developing nations; 43 countries received their first-ever climate-related recommendation or question since 2020, including Brazil, France, Indonesia, and South Africa.","ai_generated":true,"unit":"ciel-000549#insight-2","date_modified":"2026-10-23"},{"text":"Adaptation and disaster risk reduction remain the most common subjects of climate-related outputs, with 112 outputs on these themes in 2020 and 2021, frequently focusing on Indigenous Peoples, local communities, and ethnic minorities.","ai_generated":true,"unit":"ciel-000549#insight-3","date_modified":"2026-10-23"},{"text":"There is a growing focus on the right to water as a climate-related human rights issue, with concerns raised in five Concluding Observations and 10 Lists of Issues between 2020 and 2021, specifically regarding sea-level rise and salination in places like Kiribati and Tuvalu.","ai_generated":true,"unit":"ciel-000549#insight-4","date_modified":"2026-10-23"},{"text":"HRTBs are increasingly challenging developed states on mitigation and fossil fuel activities; for example, the CESCR recommended Norway reconsider its decision to increase oil and natural gas exploitation in the Arctic and Barents Sea, and the CRC recommended Poland phase out funding for coal-fired power plants.","ai_generated":true,"unit":"ciel-000549#insight-5","date_modified":"2026-10-23"},{"text":"The report identifies a State obligation to regulate private business actors effectively to prevent human rights violations, including extraterritorial harms; however, this obligation has received limited attention in State reporting, with only 15 States receiving questions or recommendations on this in 2021.","ai_generated":true,"unit":"ciel-000549#insight-6","date_modified":"2026-10-23"},{"text":"In the case of Teitiota v. New Zealand, the Human Rights Committee established that while the specific petition was rejected, the effects of climate change could violate the right to life and trigger non-refoulement obligations for deporting States.","ai_generated":true,"unit":"ciel-000549#insight-7","date_modified":"2026-10-23"},{"text":"In Sacchi et al. v. Argentina, Brazil, France, Germany, and Turkey, the Committee on the Rights of the Child affirmed its jurisdiction over transboundary harm, ruling that a causal link exists when a State exercises effective control over emission sources that cause reasonably foreseeable harm to children outside its territory.","ai_generated":true,"unit":"ciel-000549#insight-8","date_modified":"2026-10-23"},{"text":"The Committee on the Elimination of Racial Discrimination (CERD) has begun addressing the intersection of climate change and racial discrimination, notably in its 2021 Concluding Observations to the Netherlands regarding the lack of support for affected communities in the Dutch Caribbean islands.","ai_generated":true,"unit":"ciel-000549#insight-9","date_modified":"2026-10-23"}],"climate_tags":["climate change","climate change adaptation","disaster risk reduction","climate change mitigation","petroleum industry","climate finance","environmental racism","indigenous rights"],"geography_discussed":["Norway","Denmark","Sweden","Brazil","France","Indonesia","South Africa","Canada","New Zealand","Estonia","Maldives","Nepal","Kiribati","Argentina","Germany","Turkey","Tuvalu","Cook Islands","Azerbaijan","Eswatini","Chile","Italy","Zimbabwe","Zambia","Sierra Leone","Palestine","Namibia","Uganda","Kenya","Guyana","Tanzania","Seychelles","Eritrea","South Sudan","Hungary","Switzerland","Poland","Austria","Belgium","Bolivia","Paraguay","Australia","Netherlands","Samoa","Federated States of Micronesia","Japan","Jamaica","Lebanon","Greece","Nicaragua","Ecuador","People's Republic of China","Cambodia","Qatar","Chad","Finland","Portugal","Luxembourg","Czech Republic","Latvia","Kuwait","Uzbekistan","Bosnia and Herzegovina","São Tomé and Príncipe","Philippines","Fiji","Dominica","Greenland"],"frame_perspective":[],"analysis_type":["policy analysis","legal analysis","monitoring report"]},{"id":"ciel-000564","url":"https://climateinsightsdirectory.org/document/ciel-000564","title":"Human Rights Obligations of States in the Context of Climate Change","publisher":{"name":"Center for International Environmental Law","organization":"center-for-international-environmental-law"},"document_type":"briefing","language":"en","date_published":"2022","source_url":"https://www.ciel.org/wp-content/uploads/2022/03/Human-Rights-Committee-on-Human-Rights-Obligations-of-States-in-the-Context-of-Climate-Changejan23.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Human Rights Committee (CCPR) has increased its focus on climate change, issuing more recommendations and questions to states between 2019 and 2021. While early outputs primarily targeted Small Island Developing States and developing countries, the Committee has expanded its scope to include developed nations like Germany and Canada. Key areas of inquiry include mitigation, adaptation, procedural rights, and the regulation of private actors, with specific concerns raised regarding fossil fuel extraction in Guyana, Tanzania, and São Tomé and Príncipe. In the case of Teitiota v. New Zealand, the CCPR recognized that climate change could trigger non-refoulment obligations if it creates real threats to the right to life, though it found no breach in that specific instance. Additionally, the Pereira Benega v. Paraguay ruling established a precedent for state obligations to prevent environmental threats to private, family, and cultural life.","ai_generated":true,"unit":"ciel-000564#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Human Rights Committee (CCPR) has steadily increased the frequency of its climate-related inquiries, rising from four recommendations and questions in 2019 to seven in 2020 and eight in 2021.","ai_generated":true,"unit":"ciel-000564#insight-1","date_modified":"2026-10-23"},{"text":"While the CCPR's climate-related outputs in 2020 were exclusively directed at developing countries or Small Island Developing States (SIDS), in 2021 the Committee extended these inquiries to Canada and Germany.","ai_generated":true,"unit":"ciel-000564#insight-2","date_modified":"2026-10-23"},{"text":"The CCPR has specifically questioned states on the human rights impacts of fossil fuel extraction, including offshore oil production in Guyana, the East Africa Crude Oil Pipeline in Tanzania, and oil resource exploitation in São Tomé and Príncipe.","ai_generated":true,"unit":"ciel-000564#insight-3","date_modified":"2026-10-23"},{"text":"In the case of Teitiota v. New Zealand, the CCPR ruled that while New Zealand did not breach non-refoulment obligations because Kiribati would not be uninhabitable for 10 to 15 years, the absence of adequate climate action could eventually trigger such obligations by threatening the right to life.","ai_generated":true,"unit":"ciel-000564#insight-4","date_modified":"2026-10-23"},{"text":"The ruling in Pereira Benega v. Paraguay, though not directly about climate change, establishes a precedent that states have positive obligations to prevent environmental threats to the rights to private, family, and cultural life.","ai_generated":true,"unit":"ciel-000564#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate change","human rights","climate change mitigation","climate change adaptation","public participation","petroleum industry","environmental degradation","indigenous rights"],"geography_discussed":["Germany","Canada","Kenya","Philippines","Guyana","Indonesia","Zimbabwe","Fiji","Nepal","São Tomé and Príncipe","Maldives","Seychelles","Tanzania","Dominica","New Zealand","Kiribati","Australia","Paraguay"],"frame_perspective":[],"analysis_type":["legal review","policy briefing"]},{"id":"costratri-000005","url":"https://climateinsightsdirectory.org/document/costratri-000005","title":"Climate Change and Ecological Security Must Be at the Center of Our National Defense Strategy","publisher":{"name":"The Council on Strategic Risks","organization":"the-council-on-strategic-risks"},"document_type":"statement","language":"en","date_published":"2021-12-15","source_url":"https://councilonstrategicrisks.org/2021/12/15/climate-change-and-ecological-security-must-be-at-the-center-of-our-national-defense-strategy/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The authors contend that climate change acts as a 'destabilizing force' and 'threat multiplier' that fundamentally shapes geopolitical risks, affecting U.S. interests regarding China, Russia, and other global threats. They highlight how environmental degradation drives military activity in the Arctic and allows China to gain influence in the Indo-Pacific. Additionally, the text notes that climate-related disasters and heat extremes directly undermine U.S. military readiness by damaging installations and limiting training. The authors suggest that while the U.S. must remain vigilant against adversaries, climate and biodiversity cooperation could serve as a pillar for diplomatic engagement.","ai_generated":true,"unit":"costratri-000005#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Climate change serves as a 'threat multiplier' that exacerbates geopolitical tensions, such as increasing military activity by Russia and China in the Arctic due to reduced ice, and allowing China to use humanitarian aid to influence island nations like Kiribati and the Solomon Islands facing sea level rise.","ai_generated":true,"unit":"costratri-000005#insight-1","date_modified":"2026-10-23"},{"text":"Environmental factors, including food insecurity and droughts, are linked to violence in regions such as Iraq and Somalia.","ai_generated":true,"unit":"costratri-000005#insight-2","date_modified":"2026-10-23"},{"text":"U.S. military readiness is compromised by climate change through the physical destruction of installations—citing the impact of Hurricane Florence on Camp Lejeune and Hurricane Michael on Tyndall Air Force Base in 2018—as well as heat extremes that limit training days.","ai_generated":true,"unit":"costratri-000005#insight-3","date_modified":"2026-10-23"},{"text":"The authors argue that cooperation on climate change, pollution, and biodiversity loss can improve security and relationship-building, citing the U.S.-China joint declaration at the Glasgow Conference of the Parties as an example of potential cooperation despite fraught relations.","ai_generated":true,"unit":"costratri-000005#insight-4","date_modified":"2026-10-23"}],"climate_tags":["climate change","biodiversity loss","sea level rise","extreme weather event","food insecurity"],"geography_discussed":["Arctic","Indo-Pacific","People's Republic of China","Russia","Solomon Islands","Kiribati","Somalia","Iraq"],"frame_perspective":[],"analysis_type":["policy recommendation"]},{"id":"iisd-000288","url":"https://climateinsightsdirectory.org/document/iisd-000288","title":"Leveraging Trade to Support Climate Adaptation in Developing Countries","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"research paper","language":"en","date_published":"2021-10-04","source_url":"https://www.iisd.org/publications/leveraging-trade-support-climate-adaptation-developing-countries","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document identifies three pathways for using trade to support climate adaptation: domestic trade policy measures to improve access to adaptation goods and services, the use of trade-related financing mechanisms like Aid for Trade, and international collaborative frameworks. It argues that National Adaptation Plan (NAP) processes are critical for mapping these trade opportunities by identifying specific adaptation needs and financing gaps. To illustrate these links, the paper reviews NAP documents from Fiji, Kiribati, and Tonga.","ai_generated":true,"unit":"iisd-000288#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There are three general pathways to use trade in supporting climate adaptation: domestic trade policy measures (such as tariffs, subsidies, and procurement rules) to enhance access to adaptation goods and services; trade-related financing mechanisms including Aid for Trade and the Enhanced Integrated Framework; and international collaborative frameworks for coordinated adaptation priorities.","ai_generated":true,"unit":"iisd-000288#insight-1","date_modified":"2026-10-23"},{"text":"National Adaptation Plan (NAP) processes provide essential data for strategically using trade to meet adaptation goals, as they identify the specific goods, services, financing needs, and cooperation opportunities required for adaptation.","ai_generated":true,"unit":"iisd-000288#insight-2","date_modified":"2026-10-23"},{"text":"The paper uses a case study of three countries in the Pacific region—Fiji, Kiribati, and Tonga—to illustrate the opportunities and links provided by NAP processes, selecting this region due to its acute vulnerability.","ai_generated":true,"unit":"iisd-000288#insight-3","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","trade policy","national adaptation plan","climate finance"],"geography_discussed":["Fiji","Kiribati","Tonga"],"frame_perspective":[],"analysis_type":["policy analysis","case study"]},{"id":"glorespar-000154","url":"https://climateinsightsdirectory.org/document/glorespar-000154","title":"GENDER DIMENSIONS OF OCEAN RISK AND RESILIENCE IN SIDS AND COASTAL LDCS","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"report","language":"en","date_published":"2021-10","source_url":"https://www.globalresiliencepartnership.org/wp-content/uploads/2022/01/orraa-gender-and-ocean-risk.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines how gender norms and power dynamics influence vulnerability and adaptive capacity in the ocean economy of SIDS and coastal LDCs. It highlights the undervalued roles of women in small-scale fisheries and tourism and analyzes how climate change, market shifts, and COVID-19 disproportionately affect women due to socio-economic structures. The document advocates for the systematic collection of sex-disaggregated data, the implementation of gender-transformative policies, and the alignment of international finance, such as Official Development Assistance (ODA) and climate risk insurance, with gender equality goals to enhance overall community resilience.","ai_generated":true,"unit":"glorespar-000154#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Women are fundamental to small-scale fisheries (SSFs), representing approximately 14% of the harvest workforce and nearly half of the total SSF workforce when post-harvest sectors are included. They are responsible for up to 90% of processing and marketing jobs in many developing countries.","ai_generated":true,"unit":"glorespar-000154#insight-1","date_modified":"2026-10-23"},{"text":"In the tourism sector of SIDS, women's participation is high, with women representing 54% of the global tourism workforce and over 50% in 21 SIDS. Despite this, women often remain in low-paid, informal roles and face barriers to senior managerial positions due to gender-role stereotyping and domestic responsibilities.","ai_generated":true,"unit":"glorespar-000154#insight-2","date_modified":"2026-10-23"},{"text":"Vulnerability to ocean risks is not inherent to gender but is driven by socio-economic structures and power relations. Women are often disproportionately impacted by disasters because their needs and priorities are excluded from planning and decision-making.","ai_generated":true,"unit":"glorespar-000154#insight-3","date_modified":"2026-10-23"},{"text":"Climate change impacts are gender-differentiated; for example, in Bangladesh, women face higher morbidity during cyclones because socio-religious norms may restrict their movement to public spaces or evacuation shelters. In the Pacific and Caribbean, women are more likely to experience gender-based violence following disasters.","ai_generated":true,"unit":"glorespar-000154#insight-4","date_modified":"2026-10-23"},{"text":"The COVID-19 pandemic exacerbated gender inequalities in SIDS and coastal LDCs. Women in the service industry and informal tourism sectors were the first to be laid off, and the crisis increased the burden of unpaid care work and the risk of domestic violence.","ai_generated":true,"unit":"glorespar-000154#insight-5","date_modified":"2026-10-23"},{"text":"Market expansion and trade can displace women from traditional ocean-based livelihoods. In East Africa, increased profitability of octopus for export led men to displace women in the fishery. Similarly, in Palau, a harvest rush for sea cucumbers led to men displacing women gleaners.","ai_generated":true,"unit":"glorespar-000154#insight-6","date_modified":"2026-10-23"},{"text":"Adaptive capacity is strengthened through gender-transformative approaches that engage both men and women to dismantle harmful norms. Examples include the use of theatrical skits in Zambia to improve attitudes toward gender equality in fisheries.","ai_generated":true,"unit":"glorespar-000154#insight-7","date_modified":"2026-10-23"},{"text":"Official Development Assistance (ODA) for fisheries often lacks a strong focus on gender equality. Between 2010 and 2019, only USD 2 million was allocated to projects where gender equality was the principal objective (GE2), while the majority of funding was gender-accommodative rather than transformative.","ai_generated":true,"unit":"glorespar-000154#insight-8","date_modified":"2026-10-23"},{"text":"Climate risk insurance, such as the COAST facility in the Caribbean, can support resilience, but often overlooks women in the informal sector. Because beneficiaries are often predefined by governments as licensed fishermen, women processors and vendors risk being excluded.","ai_generated":true,"unit":"glorespar-000154#insight-9","date_modified":"2026-10-23"}],"climate_tags":["climate change","blue economy","gender equality","adaptive capacity","intersectionality","Sustainable Development Goals"],"geography_discussed":["World","Fiji","Solomon Islands","Bangladesh","Palau","Haiti","Kiribati","Sierra Leone","Mozambique","Nauru","Comoros","Timor-Leste","Maldives","Seychelles","Saint Kitts and Nevis","Grenada","Aruba","Samoa","Cape Verde","Uganda","Dominica","Senegal","Mauritania","The Gambia","Tanzania","Zanzibar Islands","Zambia","Vietnam","Madagascar","Kenya","Ivory Coast","Papua New Guinea","Cuba","Tonga","Vanuatu","Ethiopia","Malawi","Zimbabwe"],"frame_perspective":[],"analysis_type":["literature review","case study analysis","policy assessment"]},{"id":"iisd-003645","url":"https://climateinsightsdirectory.org/document/iisd-003645","title":"Leveraging Trade to Support Climate Adaptation in Developing Countries","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2021-10","source_url":"https://www.iisd.org/system/files/2021-10/trade-support-climate-adaptation-developing-countries.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines the nexus between international trade and climate adaptation, arguing that trade can be a vehicle for developing countries to access necessary goods, services, and financing. It identifies three pathways for this: domestic trade policy measures, trade-related financing mechanisms, and international collaborative frameworks. Using case studies from Fiji, Kiribati, and Tonga, the report demonstrates how National Adaptation Plans (NAPs) can be used to identify specific adaptation needs—such as hydrometeorological equipment or rainwater harvesting systems—and map them to trade policy instruments like tariff reductions or Aid for Trade (A4T) funding.","ai_generated":true,"unit":"iisd-003645#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Climate change poses systemic risks to global trade by disrupting supply chains and affecting the volume and value of traded goods, particularly in agri-food commodities where yields in lower-latitude regions are already declining.","ai_generated":true,"unit":"iisd-003645#insight-1","date_modified":"2026-10-23"},{"text":"Trade infrastructure is highly vulnerable to climate risks; over 50% of seaports, which handle 80% of global trade, are exposed to climate-related threats.","ai_generated":true,"unit":"iisd-003645#insight-2","date_modified":"2026-10-23"},{"text":"The report proposes three pathways to leverage trade for adaptation: domestic policy measures to enhance access to adaptation goods/services, utilizing trade-related financing, and establishing international collaborative frameworks.","ai_generated":true,"unit":"iisd-003645#insight-3","date_modified":"2026-10-23"},{"text":"Domestic trade policy instruments, including tariffs, subsidies, and green government procurement, can be used to lower barriers for the import of adaptation goods and services.","ai_generated":true,"unit":"iisd-003645#insight-4","date_modified":"2026-10-23"},{"text":"There is a significant global adaptation finance gap, with annual costs estimated to reach USD 300 billion by 2030 and USD 500 billion by 2050, while tracked finance flows for adaptation were only USD 30 billion in 2017–2018.","ai_generated":true,"unit":"iisd-003645#insight-5","date_modified":"2026-10-23"},{"text":"Aid for Trade (A4T) and the Enhanced Integrated Framework (EIF) are identified as primary entry points for facilitating adaptation finance in least developed countries (LDCs).","ai_generated":true,"unit":"iisd-003645#insight-6","date_modified":"2026-10-23"},{"text":"Regional Trade Agreements (RTAs) can support adaptation through the liberalization of environmental goods, harmonization of standards, and the promotion of climate-resilient foreign direct investment (FDI).","ai_generated":true,"unit":"iisd-003645#insight-7","date_modified":"2026-10-23"},{"text":"National Adaptation Plans (NAPs) serve as critical tools for mapping specific climate vulnerabilities to trade-related solutions, as seen in the Pacific region where countries prioritize resilient ports and sustainable fisheries.","ai_generated":true,"unit":"iisd-003645#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","international trade","trade policy","climate finance","national adaptation plan"],"geography_discussed":["Fiji","Kiribati","Tonga","Pacific Ocean"],"frame_perspective":[],"analysis_type":["policy analysis","case study"]},{"id":"napglob-000243","url":"https://climateinsightsdirectory.org/document/napglob-000243","title":"Progress and Challenges in Achieving Vertical Integration in Adaptation Processes","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"briefing","language":"en","date_published":"2021-09","source_url":"https://napglobalnetwork.org/wp-content/uploads/2021/09/napgn-en-2021-vertical-integration-in-adaptation-processes.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that vertical integration is essential for inclusive and effective climate adaptation, as it ensures local realities and marginalized voices shape national policy. It identifies four enabling factors for this process: financing mechanisms, institutional arrangements, information sharing, and capacity development. Through case studies from countries like Malawi, Botswana, Ghana, Nepal, Cambodia, and Peru, the briefing highlights that while decentralization and local participation improve targeting, they are often hindered by power imbalances, elite capture, and a lack of financial resources reaching the local level. The author recommends using knowledge brokers to bridge the gap between national and local visions and empowering local authorities through stronger mandates and capacity building.","ai_generated":true,"unit":"napglob-000243#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Vertical integration in NAP processes relies on four primary enabling factors: financing mechanisms that reach sub-national levels, institutional arrangements for cross-scale dialogue, the sharing of information among stakeholders, and capacity development for actors at all levels.","ai_generated":true,"unit":"napglob-000243#insight-1","date_modified":"2026-10-23"},{"text":"The inclusion of marginalized groups, such as women, in adaptation processes is critical for ensuring local agendas are represented nationally and increasing government accountability. In Malawi, an NGO acted as a bridge to bring small-scale women farmers into national and international forums, while in Botswana, participatory workshops helped national officials better understand the specific challenges faced by women during droughts.","ai_generated":true,"unit":"napglob-000243#insight-2","date_modified":"2026-10-23"},{"text":"Decentralization can improve the targeting of adaptation policies, but it is ineffective without corresponding financial and technical resources. In Ghana, while decentralization has increased local autonomy in decision-making, progress is limited by insufficient capacity of local government staff and a lack of environmental officers in district assemblies.","ai_generated":true,"unit":"napglob-000243#insight-3","date_modified":"2026-10-23"},{"text":"Local institutional structures for adaptation can be undermined by elite capture and short-term, project-based funding. In Nepal, Local Adaptation Plans of Action (LAPAs) have been impaired by the influence of local elites and higher castes, as well as insufficient participation of women.","ai_generated":true,"unit":"napglob-000243#insight-4","date_modified":"2026-10-23"},{"text":"A significant global gap exists in climate finance reaching the local level, with less than 10% of international funding arriving at sub-national scales. In Cambodia, the Local Climate Adaptive Living Facility (LoCAL) has successfully addressed this by investing USD 3.5 million across 85 districts to implement over 250 adaptation measures.","ai_generated":true,"unit":"napglob-000243#insight-5","date_modified":"2026-10-23"},{"text":"The integration of Indigenous knowledge with Western science can facilitate the scaling of effective local practices. In Peru, the national government's support and the use of hydro-geological studies to legitimize the ancestral rainwater harvesting method known as 'qocha' led to its promotion in both policy and practice.","ai_generated":true,"unit":"napglob-000243#insight-6","date_modified":"2026-10-23"},{"text":"National policy-makers may disregard community visions as 'climate illiteracy' or 'irrelevant,' while local communities may view national strategies as distant. Overcoming this requires co-developed strategies and the use of inclusive language to bridge different conceptualizations of adaptation.","ai_generated":true,"unit":"napglob-000243#insight-7","date_modified":"2026-10-23"}],"climate_tags":["national adaptation plan","climate finance","climate justice","traditional knowledge","capacity building"],"geography_discussed":["Malawi","Botswana","Ghana","Nepal","Cambodia","Peru","Kiribati","Africa","Asia"],"frame_perspective":[],"analysis_type":["policy analysis","case study review"]},{"id":"iisd-001819","url":"https://climateinsightsdirectory.org/document/iisd-001819","title":"Toward a National Adaptation Strategy for Canada: Key insights from global peers","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2021-06","source_url":"https://www.iisd.org/system/files/2021-06/national-adaptation-strategy-canada.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report outlines a framework for Canada's first National Adaptation Strategy (NAS), drawing on a review of 12 policy instruments from 11 countries. It identifies a global trend where adaptation planning is increasing and regularly updated, but implementation and monitoring and evaluation (M&E) remain weak. For Canada, the authors recommend establishing clear institutional arrangements, a unified climate risk assessment approach, and a robust M&E system. The report emphasizes the need for deep engagement with Indigenous Peoples to advance reconciliation and the integration of gender equality and social inclusion through Gender-Based Analysis Plus (GBA+). It also suggests bridging the gap between climate adaptation and disaster risk reduction (DRR) and elevating nature-based solutions.","ai_generated":true,"unit":"iisd-001819#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"A review of 11 countries shows that national adaptation legislation is increasing, with half of the reviewed countries having a climate act or law that mandates adaptation action.","ai_generated":true,"unit":"iisd-001819#insight-1","date_modified":"2026-10-23"},{"text":"Global trends indicate that while national adaptation planning is widely adopted and frequently updated, there is a significant gap in implementation and monitoring and evaluation (M&E).","ai_generated":true,"unit":"iisd-001819#insight-2","date_modified":"2026-10-23"},{"text":"Most reviewed countries use either science-driven or science-informed approaches to prioritize climate risks, typically ranking them by magnitude, urgency, or the need to act.","ai_generated":true,"unit":"iisd-001819#insight-3","date_modified":"2026-10-23"},{"text":"Social inclusion and gender equality are mentioned in most national adaptation policies, but rarely emphasized throughout the entire strategy, with New Zealand being a notable exception.","ai_generated":true,"unit":"iisd-001819#insight-4","date_modified":"2026-10-23"},{"text":"Canada's current adaptation efforts are fragmented across different departments and lack a permanent coordinating body, unlike the structured approach found in its disaster risk reduction (DRR) governance.","ai_generated":true,"unit":"iisd-001819#insight-5","date_modified":"2026-10-23"},{"text":"The report recommends that Canada's NAS should be co-developed with First Nations, Inuit, and Métis leadership to move beyond indirect consultation and align with the United Nations Declaration on the Rights of Indigenous Peoples (UNDRIP).","ai_generated":true,"unit":"iisd-001819#insight-6","date_modified":"2026-10-23"},{"text":"To avoid the 'implementation gap' seen globally, Canada should launch its NAS with an initial implementation plan and immediate financial commitments or deliverables.","ai_generated":true,"unit":"iisd-001819#insight-7","date_modified":"2026-10-23"},{"text":"The report suggests using Gender-Based Analysis Plus (GBA+) throughout the NAS process to address intersectional vulnerabilities and ensure equitable benefits across different social groups.","ai_generated":true,"unit":"iisd-001819#insight-8","date_modified":"2026-10-23"},{"text":"There is a persistent silo between climate adaptation and disaster risk reduction (DRR) in Canada; the NAS is seen as an opportunity to integrate these through shared policy, financing, and MEL systems.","ai_generated":true,"unit":"iisd-001819#insight-9","date_modified":"2026-10-23"},{"text":"Canada can lead internationally by formally addressing the employment and labour aspects of adaptation, such as protecting workers in climate-sensitive sectors like agriculture and fisheries.","ai_generated":true,"unit":"iisd-001819#insight-10","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","disaster risk reduction","Climate risk assessment","nature-based solutions","climate finance","gender equality","social inclusion","traditional knowledge","just transition"],"geography_discussed":["Australia","Fiji","France","Kiribati","Germany","Japan","Netherlands","New Zealand","South Africa","Switzerland","United Kingdom","Peru","European Union"],"frame_perspective":[],"analysis_type":["policy review","comparative analysis","strategic recommendations"]},{"id":"gclifun-004863","url":"https://climateinsightsdirectory.org/document/gclifun-004863","title":"Adapting tuna-dependent Pacific Island communities and economies to climate change","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2021-05-27","source_url":"https://www.greenclimate.fund/sites/default/files/document/22230-adapting-pacific-island-tuna-fisheries-climate-change.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The programme addresses the dual threat of coral reef degradation, which reduces local food security, and the eastward migration of tuna stocks, which threatens the government revenues of tuna-dependent Pacific Island nations. It proposes two main components: scaling up National Fish Aggregating Device (FAD) programmes to help coastal communities transition from reef fishing to tuna fishing, and developing an 'advance warning system' (AWS) using genetic population analysis and modelling to predict tuna redistribution. This AWS is intended to empower nations to negotiate for the retention of historical fishing rights in international waters. The total indicative cost is USD 120,945,000, with USD 70,245,000 requested from the Green Climate Fund.","ai_generated":true,"unit":"gclifun-004863#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Climate change is projected to reduce the production of coral reef fish in the Pacific Island region by 20–50% by 2050 under the RCP8.5 emissions scenario, primarily due to ocean warming and acidification causing coral bleaching and reduced structural complexity.","ai_generated":true,"unit":"gclifun-004863#insight-1","date_modified":"2026-10-23"},{"text":"Tuna resources in equatorial areas are expected to shift progressively eastward as the ocean warms, which is predicted to reduce the average annual combined tuna catch from the exclusive economic zones (EEZs) of tuna-dependent Pacific Island countries by 20% (range 10%−30%) by 2050 under RCP8.5.","ai_generated":true,"unit":"gclifun-004863#insight-2","date_modified":"2026-10-23"},{"text":"The redistribution of tuna threatens the economies of nine countries, including PNA members and the Cook Islands, which derive an average of 32% (ranging from 4% to 70%) of their non-aid government revenue from tuna-fishing access fees.","ai_generated":true,"unit":"gclifun-004863#insight-3","date_modified":"2026-10-23"},{"text":"By 2050 under RCP8.5, the redistribution of tuna is projected to cause an average annual loss of approximately $90 million (ranging from $40 million to $140 million) in fishing access fees for these nine countries.","ai_generated":true,"unit":"gclifun-004863#insight-4","date_modified":"2026-10-23"},{"text":"To address food security gaps caused by reef degradation, the region will require an additional 75,000 tonnes of fish per year by 2035; this represents only 6% of the total annual tuna catch from the region.","ai_generated":true,"unit":"gclifun-004863#insight-5","date_modified":"2026-10-23"},{"text":"The programme will implement National FAD Programmes to enable small-scale fishers to transition fishing effort from degrading coral reefs to tuna, which also provides a co-benefit of reducing overfishing pressure on herbivorous reef fish.","ai_generated":true,"unit":"gclifun-004863#insight-6","date_modified":"2026-10-23"},{"text":"An 'advance warning system' (AWS) will be developed to provide tuna distribution forecasts in 1–10 year timeframes, replacing the current 30–50 year range, by using genetic population analysis to create 'resource maps' of tuna stocks.","ai_generated":true,"unit":"gclifun-004863#insight-7","date_modified":"2026-10-23"},{"text":"The AWS is intended to provide the scientific evidence necessary for Pacific Island countries to negotiate the retention of rights to historical levels of tuna catch, even as fish move into high-seas areas.","ai_generated":true,"unit":"gclifun-004863#insight-8","date_modified":"2026-10-23"}],"climate_tags":["ocean acidification","food security","climate finance","climate justice"],"geography_discussed":["Indonesia"],"frame_perspective":[],"analysis_type":["funding proposal","adaptation strategy"]},{"id":"gclifun-005929","url":"https://climateinsightsdirectory.org/document/gclifun-005929","title":"Towards a Long-Term Vision on Complementarity","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"research paper","language":"en","date_published":"2021-05-03","source_url":"https://www.greenclimate.fund/sites/default/files/document/gcf-gef-complementarity-vision.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The GCF and GEF have established a Long-Term Vision (LTV) to move beyond their Pilot Coordinated Engagement (launched in 2018) toward a structured partnership. The LTV focuses on three pillars: collaborative programming for major initiatives (such as the Great Green Wall and Amazon initiatives), sharing knowledge and methodologies to maximize climate impact, and improving joint communication. The funds aim to leverage their unique strengths—GEF's focus on upstream enabling environments and multi-convention synergies, and GCF's ability to mobilize large-scale blended finance for climate-specific benefits—to reduce duplication and streamline support for developing countries.","ai_generated":true,"unit":"gclifun-005929#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The GCF and GEF have distinct comparative advantages: the GEF focuses on 'upstream on the enabling environment' and 'synergistic results in the areas of climate, biodiversity, land degradation and chemicals', while the GCF focuses on 'maximizing climate benefits' and the 'Ability to mobilize larger scale blended finance for mitigation and adaptation'.","ai_generated":true,"unit":"gclifun-005929#insight-1","date_modified":"2026-10-23"},{"text":"The Pilot Coordinated Engagement has already produced concrete results in specific regions, including climate-smart agriculture in Lao PDR, climate resilient urban development in Pacific SIDS (Kiribati, Solomon Islands, Tuvalu, and Vanuatu), and a low carbon transport project in Mauritius.","ai_generated":true,"unit":"gclifun-005929#insight-2","date_modified":"2026-10-23"},{"text":"The LTV identifies several major flagship initiatives for coordinated support, including the Great Green Wall (GGW), Amazon landscape initiatives, SFM-REDD+, and collaborations focused on SIDS, Asia, and Least Developed Countries (LDCs).","ai_generated":true,"unit":"gclifun-005929#insight-3","date_modified":"2026-10-23"},{"text":"To improve efficiency, the funds will develop a list of prioritized activities to minimize duplication; for example, in National Adaptation Plans (NAPs), the GCF may focus on 'readiness and NAP preparations' while the GEF LDCF focuses on 'NAP implementation'.","ai_generated":true,"unit":"gclifun-005929#insight-4","date_modified":"2026-10-23"},{"text":"The funds have identified four primary models for coordination: scaling up GEF projects with GCF resources, piloting with GEF-7 for future GCF scaling, parallel financing, and using GCF readiness support to inform GEF projects.","ai_generated":true,"unit":"gclifun-005929#insight-5","date_modified":"2026-10-23"},{"text":"The implementation of the LTV will be managed through a new steering committee, annual joint progress reports to the GCF board and GEF Council starting in 2021, and a commissioned study on processes and policies to further support coherence.","ai_generated":true,"unit":"gclifun-005929#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","climate change mitigation","climate finance","Blended Finance","biodiversity","land degradation","national adaptation plan","clean development mechanism","sustainable development","electromobility"],"geography_discussed":["Laos","Kiribati","Solomon Islands","Tuvalu","Vanuatu","Mauritius","South Africa","Costa Rica"],"frame_perspective":[],"analysis_type":["policy framework","strategic partnership"]},{"id":"greeneur-000188","url":"https://climateinsightsdirectory.org/document/greeneur-000188","title":"İklim Değişikliği ve Göç: Mitler ve Gerçekler","publisher":{"name":"Green European Journal","organization":"green-european-journal"},"document_type":"research paper","language":"tr","date_published":"2021-04-07","source_url":"https://www.greeneuropeanjournal.eu/iklim-degisikligi-ve-goc-mitler-ve-gercekler/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The author argues that the term 'climate refugee' is legally inaccurate and oversimplifies the multi-causal nature of migration, where climate change acts as a 'threat multiplier'. The text disputes the narrative of mass migration from the Global South to Europe, noting that most climate-induced movement is internal. It suggests that planned, voluntary migration can be a 'triple win' for migrants, origin communities, and destination areas. The document calls for integrated governance and the use of tools like the Global Compact for Safe, Orderly and Regular Migration to address displacement.","ai_generated":true,"unit":"greeneur-000188#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The term 'climate refugee' is contested because the 1951 Geneva Convention Relating to the Status of Refugees does not include environmental degradation or climate change as grounds for refugee status.","ai_generated":true,"unit":"greeneur-000188#insight-1","date_modified":"2026-10-23"},{"text":"Climate change does not act in isolation but serves as a 'threat multiplier' that interacts with social, political, economic, and demographic factors to drive migration.","ai_generated":true,"unit":"greeneur-000188#insight-2","date_modified":"2026-10-23"},{"text":"Quantitative predictions of future climate migration vary wildly and are often viewed with skepticism by scientists, though they gain traction in media and political circles. For example, a 2002 estimate suggested up to 200 million people could be displaced, while a 2018 World Bank report projected up to 143 million internal climate migrants in Sub-Saharan Africa, Latin America, and South Asia by 2050.","ai_generated":true,"unit":"greeneur-000188#insight-3","date_modified":"2026-10-23"},{"text":"Scientific evidence suggests that most people affected by climate change tend to migrate within their own countries rather than moving internationally to Europe.","ai_generated":true,"unit":"greeneur-000188#insight-4","date_modified":"2026-10-23"},{"text":"Environmental displacement is not exclusive to the Global South; modeling suggests that floods could displace an average of 15,000 people per year in Spain and over 28,000 in France.","ai_generated":true,"unit":"greeneur-000188#insight-5","date_modified":"2026-10-23"},{"text":"Voluntary, planned migration can function as an adaptation strategy, potentially creating a 'triple win' by improving the lives of migrants, providing remittances for resilience in origin communities, and addressing demographic or economic needs in destination areas.","ai_generated":true,"unit":"greeneur-000188#insight-6","date_modified":"2026-10-23"},{"text":"Several nations are implementing specific strategies for climate-induced mobility, such as Kiribati's 'Migration with Dignity' policy to facilitate skilled labor migration to countries like New Zealand, and planned relocations in Viet Nam, Sierra Leone, and Fiji.","ai_generated":true,"unit":"greeneur-000188#insight-7","date_modified":"2026-10-23"},{"text":"Effective management of climate migration requires multi-level governance and the integration of climate, environment, and migration policies, including the application of the Global Compact for Safe, Orderly and Regular Migration.","ai_generated":true,"unit":"greeneur-000188#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change","climate migration","climate migrant","climate finance","Paris Agreement"],"geography_discussed":["Europe","Spain","France","Kiribati","New Zealand","Vietnam","Sierra Leone","Fiji"],"frame_perspective":[],"analysis_type":["policy analysis","literature review"]},{"id":"napglob-000238","url":"https://climateinsightsdirectory.org/document/napglob-000238","title":"THE REPUBLIC OF THE MARSHALL ISLANDS (RMI) NATIONAL ADAPTATION PLAN (NAP) APPROACH","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"fact sheet","language":"en","date_published":"2021-03","source_url":"https://napglobalnetwork.org/wp-content/uploads/2021/03/napgn-en-2021-rmi-nap-process-country-poster-.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Republic of the Marshall Islands is developing a National Adaptation Plan (NAP) using a participatory, bottom-up consultative process known as the \"Reimaanlok\" Process. The NAP is intended as an umbrella document to mobilize financial resources and guide sustainable adaptation interventions across urban centres, intermediate centres, and outer atoll islands. Key milestones include a 2021 climate vulnerability assessment for Majuro Atoll and an expected completion date for the full NAP in June 2022. The process is overseen by the Tile Til Eo Committee (TTEC), which coordinates policy advice and decision-making on climate priorities. Priority sectors for adaptation include water, food security, fisheries, health, education, infrastructure, livelihood, coastal resources, and policy development. Observed and anticipated climate impacts include sea-level rise, loss of fresh water, drought, salinization of groundwater, and declining coral reef health.","ai_generated":true,"unit":"napglob-000238#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Republic of the Marshall Islands (RMI) is utilizing a participatory, \"self-determining\" consultative approach for its NAP, integrating existing national outreach programmes such as the bottom-up \"Reimaanlok\" Process to include all atolls.","ai_generated":true,"unit":"napglob-000238#insight-1","date_modified":"2026-10-23"},{"text":"The NAP is designed to serve as an umbrella document to attract financial resources and translate national policy into sustainable adaptation actions for all inhabitants.","ai_generated":true,"unit":"napglob-000238#insight-2","date_modified":"2026-10-23"},{"text":"The Tile Til Eo Committee (TTEC) serves as the primary mechanism for coordinated policy advice and decision-making, providing oversight for the RMI's overall climate response through three working groups focused on Mitigation, Adaptation, and the NDC Partnership.","ai_generated":true,"unit":"napglob-000238#insight-3","date_modified":"2026-10-23"},{"text":"The RMI identifies several critical climate threats, including sea-level rise, drought, the loss of fresh water, salinization of groundwater, and reduced fish catches.","ai_generated":true,"unit":"napglob-000238#insight-4","date_modified":"2026-10-23"},{"text":"The NAP process includes specific milestones such as a climate vulnerability assessment for the Majuro Atoll in April 2021 and a target completion date for the full NAP in June 2022.","ai_generated":true,"unit":"napglob-000238#insight-5","date_modified":"2026-10-23"}],"climate_tags":["national adaptation plan","sea level rise","food security","early warning system","Nationally Determined Contributions","climate finance"],"geography_discussed":["Majuro Atoll","Fiji","Maldives","Tuvalu","Kiribati"],"frame_perspective":[],"analysis_type":["policy framework","process overview"]},{"id":"napglob-000240","url":"https://climateinsightsdirectory.org/document/napglob-000240","title":"Sexual and Reproductive Health and Rights (SRHR) in National Adaptation Plan (NAP) Processes","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"report","language":"en","date_published":"2021-02","source_url":"https://napglobalnetwork.org/wp-content/uploads/2021/02/napgn-en-2021-srhr-in-nap-processes.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that while health is a priority in National Adaptation Plans (NAPs), SRHR is largely overlooked in overarching documents, creating a gap between sector-specific health planning and national climate strategy. It argues that realizing SRHR is a foundation for climate resilience and recommends integrating SRHR into vulnerability assessments, gender analyses, and monitoring systems.","ai_generated":true,"unit":"napglob-000240#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Governments consistently prioritize the health sector in their NAP processes, with all reviewed documents identifying health as a priority and listing specific adaptation actions, though they primarily focus on vector-borne diseases, water-borne diseases, and malnutrition.","ai_generated":true,"unit":"napglob-000240#insight-1","date_modified":"2026-10-23"},{"text":"There is limited integration of SRHR in overarching NAP documents; only 10 of the 19 reviewed documents contained specific references to SRHR components, with pregnancy and infant care being the most common mentions.","ai_generated":true,"unit":"napglob-000240#insight-2","date_modified":"2026-10-23"},{"text":"A disconnect exists between sector-specific health NAPs and overarching national documents, where SRHR details included in health plans—such as Fiji's KAILA declaration or Ethiopia's family planning interventions—are not reflected in the broader NAP.","ai_generated":true,"unit":"napglob-000240#insight-3","date_modified":"2026-10-23"},{"text":"Gender-responsive approaches, particularly intersectional gender analyses, serve as a viable entry point for SRHR; for example, Kiribati's updated NAP systematically integrated SRHR after a dedicated gender analysis was conducted.","ai_generated":true,"unit":"napglob-000240#insight-4","date_modified":"2026-10-23"},{"text":"Investments in general health sector adaptation, such as resilient infrastructure and health workforce strengthening, can provide indirect benefits for SRHR if implemented in an inclusive and gender-responsive manner.","ai_generated":true,"unit":"napglob-000240#insight-5","date_modified":"2026-10-23"},{"text":"Adaptation finance for the health sector is severely insufficient, with estimates suggesting that less than 1% of global adaptation finance is dedicated to health.","ai_generated":true,"unit":"napglob-000240#insight-6","date_modified":"2026-10-23"},{"text":"The denial of SRHR acts as a barrier to climate action by limiting women's and girls' access to education, livelihoods, and participation in political and community decision-making.","ai_generated":true,"unit":"napglob-000240#insight-7","date_modified":"2026-10-23"}],"climate_tags":["national adaptation plan","climate finance","vulnerability assessment"],"geography_discussed":["Brazil","Burkina Faso","Cameroon","Chile","Colombia","Ethiopia","Fiji","Grenada","Guatemala","Kenya","Kiribati","Paraguay","Saint Lucia","Saint Vincent and the Grenadines","Sri Lanka","Palestine","Sudan","Suriname","Togo","South Africa","Tanzania","Zambia","Azerbaijan","Costa Rica","Iraq","Mongolia","Niger"],"frame_perspective":[],"analysis_type":["policy review","document analysis"]},{"id":"napglob-000339","url":"https://climateinsightsdirectory.org/document/napglob-000339","title":"Salud y Derechos Sexuales y Reproductivos (SDSR) en los procesos del Plan Nacional de Adaptación (PNAD)","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"report","language":"es","date_published":"2021-02","source_url":"https://napglobalnetwork.org/wp-content/uploads/2021/02/napgn-es-2021-srhr-in-nap-processes.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes 19 general NAP documents, five health-sector NAPs, and five Green Climate Fund proposals to assess the integration of sexual and reproductive health and rights (SRHR) in climate adaptation planning. It finds that while health is universally prioritized, specific SRHR issues are rarely addressed in general NAPs and often disconnected from sector-specific health plans. The document argues that SRHR is a fundamental basis for climate resilience, as its denial limits women's agency and participation in climate action. It provides eight recommendations to better integrate SRHR through gender-responsive vulnerability assessments, inter-agency collaboration, and systemic health sector adaptation.","ai_generated":true,"unit":"napglob-000339#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Governments consistently prioritize the health sector in their NAP processes, with all reviewed documents identifying health as a priority and specifying adaptation actions, though most focus on vector-borne diseases, water-borne diseases, and malnutrition.","ai_generated":true,"unit":"napglob-000339#insight-1","date_modified":"2026-10-23"},{"text":"There is limited attention to SRHR in general NAP documents; only 10 of the 19 reviewed documents contained specific references to SRHR components, with pregnancy and maternal/child health being the most common topics.","ai_generated":true,"unit":"napglob-000339#insight-2","date_modified":"2026-10-23"},{"text":"A disconnect exists between sector-specific health NAPs and general NAP documents, where detailed SRHR commitments in health plans often fail to translate into concrete actions in the overarching national documents.","ai_generated":true,"unit":"napglob-000339#insight-3","date_modified":"2026-10-23"},{"text":"Climate change negatively impacts SRHR both directly, by disrupting health infrastructure and medical supply chains, and indirectly, by increasing gender-based violence and reducing household resources for healthcare.","ai_generated":true,"unit":"napglob-000339#insight-4","date_modified":"2026-10-23"},{"text":"The denial of SRHR acts as a barrier to climate action by limiting education, livelihood opportunities, and the ability of women and girls to participate in political and community decision-making.","ai_generated":true,"unit":"napglob-000339#insight-5","date_modified":"2026-10-23"},{"text":"Gender-responsive approaches, particularly intersectional gender analysis, provide a critical entry point for integrating SRHR into NAPs, as demonstrated by Kiribati's use of gender analysis to identify high fertility rates as a climate vulnerability factor.","ai_generated":true,"unit":"napglob-000339#insight-6","date_modified":"2026-10-23"},{"text":"Investments in general health sector adaptation, such as resilient hospitals and strengthened health workforces, can provide indirect benefits to SRHR if implemented with a gender-inclusive perspective.","ai_generated":true,"unit":"napglob-000339#insight-7","date_modified":"2026-10-23"},{"text":"Funding for health sector adaptation is critically insufficient, estimated at less than 1% of global adaptation finance, despite the urgent need for resilient health systems following the COVID-19 pandemic.","ai_generated":true,"unit":"napglob-000339#insight-8","date_modified":"2026-10-23"}],"climate_tags":["national adaptation plan","gender equality","climate resilience","climate finance","vulnerability assessment"],"geography_discussed":["Brazil","Burkina Faso","Cameroon","Chile","Colombia","Ethiopia","Fiji","Grenada","Guatemala","Kenya","Kiribati","Paraguay","Saint Lucia","Saint Vincent and the Grenadines","Sri Lanka","Palestine","Sudan","Suriname","Togo","South Africa","Tanzania","Zambia","Azerbaijan","Costa Rica","Iraq","Mongolia","Niger","sub-Saharan Africa","Bangladesh"],"frame_perspective":[],"analysis_type":["policy review","literature review","document analysis"]},{"id":"napglob-000379","url":"https://climateinsightsdirectory.org/document/napglob-000379","title":"La santé et les droits sexuels et reproductifs dans les processus de plans nationaux d’adaptation","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"report","language":"fr","date_published":"2021-02","source_url":"https://napglobalnetwork.org/wp-content/uploads/2021/02/napgn-fr-2021-srhr-in-nap-processes.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes 19 National Adaptation Plan (NAP) documents, sectoral health plans, and Green Climate Fund proposals to assess the integration of sexual and reproductive health and rights (SRHR). It finds that while health is universally prioritized as a sector for adaptation, specific SRHR issues are rarely addressed. The document argues that climate change negatively impacts SRHR and that the denial of these rights increases climate vulnerability. It recommends using existing gender and health guidelines, incorporating SRHR into vulnerability assessments, and fostering collaboration between government bodies responsible for climate, gender, and health to ensure inclusive and rights-based adaptation strategies.","ai_generated":true,"unit":"napglob-000379#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Governments consistently prioritize the health sector in their National Adaptation Plan (NAP) processes, with all examined documents identifying health as a priority sector and listing specific adaptation activities.","ai_generated":true,"unit":"napglob-000379#insight-1","date_modified":"2026-10-23"},{"text":"There is limited attention given to sexual and reproductive health and rights (SRHR) in NAP documents; only 10 out of 19 analyzed documents contained specific references to SRHR components.","ai_generated":true,"unit":"napglob-000379#insight-2","date_modified":"2026-10-23"},{"text":"The most frequently cited SRHR issues in NAP documents are pregnancy and infant care (mentioned in seven documents) and gender-based violence (mentioned in four documents), typically within the context of vulnerabilities or disaster risks.","ai_generated":true,"unit":"napglob-000379#insight-3","date_modified":"2026-10-23"},{"text":"A disconnect exists between sectoral health adaptation plans and overarching NAP documents; specific SRHR commitments in health-sector plans often fail to translate into concrete activities in the main NAP documents.","ai_generated":true,"unit":"napglob-000379#insight-4","date_modified":"2026-10-23"},{"text":"Gender-responsive approaches serve as a critical entry point for integrating SRHR into NAP processes, as demonstrated by Kiribati, where a gender analysis led to the inclusion of fertility rates and contraceptive use as factors in climate vulnerability.","ai_generated":true,"unit":"napglob-000379#insight-5","date_modified":"2026-10-23"},{"text":"Funding for health sector adaptation is severely insufficient, estimated at less than 1% of total global adaptation funding in 2017–2018.","ai_generated":true,"unit":"napglob-000379#insight-6","date_modified":"2026-10-23"},{"text":"Climate change negatively impacts SRHR both directly, by disrupting health infrastructure and medical supply chains, and indirectly, by increasing gender-based violence and early marriage due to climate-induced economic stress.","ai_generated":true,"unit":"napglob-000379#insight-7","date_modified":"2026-10-23"},{"text":"The denial of SRHR acts as a barrier to climate action by limiting women's and girls' education, livelihoods, and participation in political and community decision-making processes.","ai_generated":true,"unit":"napglob-000379#insight-8","date_modified":"2026-10-23"}],"climate_tags":["national adaptation plan","climate resilience","gender equality","climate finance","vulnerability assessment"],"geography_discussed":["Brazil","Burkina Faso","Cameroon","Chile","Colombia","Palestine","Ethiopia","Fiji","Grenada","Guatemala","Kenya","Kiribati","Paraguay","Saint Lucia","Saint Vincent and the Grenadines","Sri Lanka","Sudan","Suriname","Togo","South Africa","Tanzania","Zambia","Azerbaijan","Costa Rica","Iraq","Mongolia","Niger","sub-Saharan Africa","Bangladesh"],"frame_perspective":[],"analysis_type":["policy analysis","literature review","document review"]},{"id":"issafri-002621","url":"https://climateinsightsdirectory.org/document/issafri-002621","title":"Planned relocation","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"policy brief","language":"en","date_published":"2021","source_url":"https://issafrica.s3.amazonaws.com/site/uploads/PB-167_2.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that Southern Africa urgently needs climate adaptation funding, specifically for planned relocation, to protect populations from slow-onset climate impacts. It highlights a significant gap in adaptation finance, noting that most funding is directed toward mitigation or countries with high institutional capacity rather than the most vulnerable. The author advocates for planned relocation as a last-resort, voluntary, and developmental tool, warning against the poor outcomes associated with forced or poorly managed historical resettlements.","ai_generated":true,"unit":"issafri-002621#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Investing in climate adaptation provides a high economic return, with studies indicating that every US$1 invested generates between US$2 and US$10.","ai_generated":true,"unit":"issafri-002621#insight-1","date_modified":"2026-10-23"},{"text":"There is a significant shortfall in adaptation funding, and costs are rising faster than the finance provided; annual costs are estimated at US$70 billion currently, potentially rising to US$140–US$300 billion by 2030.","ai_generated":true,"unit":"issafri-002621#insight-2","date_modified":"2026-10-23"},{"text":"Adaptation financing is unevenly distributed and often ignores vulnerability; for example, Mozambique, Zimbabwe, and Malawi are among the most affected by extreme weather but rank 32nd, 108th, and 75th respectively in financing received.","ai_generated":true,"unit":"issafri-002621#insight-3","date_modified":"2026-10-23"},{"text":"South Africa received the highest amount of multilateral climate financing in the SADC region, yet only 2% of that funding is dedicated to adaptation.","ai_generated":true,"unit":"issafri-002621#insight-4","date_modified":"2026-10-23"},{"text":"Planned relocation is almost entirely absent from major adaptation funding portfolios; none of the 400 projects funded by the Green Climate Fund, Adaptation Fund, and Global Environment Facility include it.","ai_generated":true,"unit":"issafri-002621#insight-5","date_modified":"2026-10-23"},{"text":"Successful planned relocations must adhere to three core principles: they should be a last resort, they must be voluntary (based on free and informed consent), and they should be developmental so that people are better off after moving.","ai_generated":true,"unit":"issafri-002621#insight-6","date_modified":"2026-10-23"},{"text":"Historical state-led relocations in Africa have often been problematic, including colonial-era forced removals and post-colonial 'villagisation' projects, such as a 2010 Ethiopian project where people were reportedly abused and moved to areas lacking basic facilities.","ai_generated":true,"unit":"issafri-002621#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","climate finance","climate migration","national adaptation plan"],"geography_discussed":["Mozambique","Zimbabwe","Malawi","South Africa","Botswana","Ethiopia","Madagascar","India","Kiribati","Fiji","Panama","Egypt","Rwanda","Tanzania","Zambia"],"frame_perspective":[],"analysis_type":["policy brief"]},{"id":"napglob-000237","url":"https://climateinsightsdirectory.org/document/napglob-000237","title":"Resilience in Action","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"report","language":"en","date_published":"2021","source_url":"https://napglobalnetwork.org/wp-content/uploads/2021/01/napgn-en-2021-resilience-in-action.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The NAP Global Network provides demand-driven support to developing countries through long-term in-country programs and short-term technical inputs via its Country Support Hub. Over five years, the Network has helped countries like Colombia, Ethiopia, Fiji, Ghana, Kiribati, Peru, Saint Lucia, and South Africa achieve milestones including the adoption of NAP documents, the creation of sectoral adaptation strategies, and the establishment of monitoring and evaluation (M&E) systems. Key lessons emphasize that building trust-based relationships with government partners is essential and that a 'value chain' of technical assistance, peer learning, and knowledge resources accelerates the transition from planning to implementation.","ai_generated":true,"unit":"napglob-000237#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The NAP Global Network utilizes a demand-driven support model consisting of long-term, multi-year technical programs and short-term inputs provided through a Country Support Hub (CSH) to assist developing countries at various stages of their NAP processes.","ai_generated":true,"unit":"napglob-000237#insight-1","date_modified":"2026-10-23"},{"text":"Building trust-based relationships with government partners is a critical but often under-resourced requirement for successful technical assistance, as these relationships form the basis for understanding needs and identifying effective support methods.","ai_generated":true,"unit":"napglob-000237#insight-2","date_modified":"2026-10-23"},{"text":"In Colombia, the NAP Global Network supported the completion of sector adaptation plans for industry, housing, health, and water, and the establishment of an Early Warning System (EWS) pilot project in Guatavita to protect water supplies from heavy rains and drought.","ai_generated":true,"unit":"napglob-000237#insight-3","date_modified":"2026-10-23"},{"text":"Ethiopia achieved several milestones including the official launch of its NAP document, the creation of an implementation roadmap, and the development of a strategy to mobilize resources through domestic budgeting, international climate finance, and the private sector.","ai_generated":true,"unit":"napglob-000237#insight-4","date_modified":"2026-10-23"},{"text":"Fiji established an NAP Inter-Ministerial Steering Committee to enhance cross-sectoral coordination and developed a NAP costing methodology to produce cost estimates for 160 prioritized adaptation measures.","ai_generated":true,"unit":"napglob-000237#insight-5","date_modified":"2026-10-23"},{"text":"Ghana adopted a NAP Framework to establish a vision and guiding principles for its process and developed a sectoral adaptation strategy for infrastructure covering water, energy, and transportation.","ai_generated":true,"unit":"napglob-000237#insight-6","date_modified":"2026-10-23"},{"text":"Kiribati revised its Joint Implementation Plan (KJIP) for 2019–2028 and launched an enhanced Integrated Vulnerability Assessment (KIVA) database to centralize data from national, sectoral, island, and village levels.","ai_generated":true,"unit":"napglob-000237#insight-7","date_modified":"2026-10-23"},{"text":"Peru adopted a Framework Law on Climate Change providing a mandate for adaptation at national, subnational, and sectoral levels, and developed a NAP document that includes a blueprint for 91 initial adaptation measures.","ai_generated":true,"unit":"napglob-000237#insight-8","date_modified":"2026-10-23"},{"text":"Saint Lucia adopted sectoral adaptation strategies and action plans (SASAPs) for agriculture, fisheries, and ecosystems, which led to the approval of a USD 10 million project from the Adaptation Fund for the agricultural sector.","ai_generated":true,"unit":"napglob-000237#insight-9","date_modified":"2026-10-23"},{"text":"South Africa's Cabinet approved its NAP document in August 2020, following support for stakeholder consultations and the development of a resource mobilization strategy to identify finance gaps.","ai_generated":true,"unit":"napglob-000237#insight-10","date_modified":"2026-10-23"},{"text":"Short-term technical support through the CSH has helped countries like Zimbabwe, Morocco, Nigeria, Botswana, and Malawi develop NAP roadmaps and frameworks to maintain momentum while awaiting GCF NAP Readiness funding.","ai_generated":true,"unit":"napglob-000237#insight-11","date_modified":"2026-10-23"},{"text":"The Network has provided targeted support to integrate gender considerations into NAP processes in Benin, Madagascar, Jamaica, and The Gambia, including the use of gender analyses to inform policy and institutional changes.","ai_generated":true,"unit":"napglob-000237#insight-12","date_modified":"2026-10-23"}],"climate_tags":["national adaptation plan","climate change adaptation","climate finance","early warning system","nature-based solutions","capacity building","disaster risk reduction"],"geography_discussed":["Colombia","Ethiopia","Fiji","Ghana","Kiribati","Peru","Saint Lucia","South Africa","Zimbabwe","Morocco","Nigeria","Botswana","Malawi","Burkina Faso","Kenya","Grenada","Philippines","Benin","Madagascar","Jamaica","The Gambia"],"frame_perspective":[],"analysis_type":["impact assessment","case study","lessons learned"]},{"id":"glorespar-000092","url":"https://climateinsightsdirectory.org/document/glorespar-000092","title":"Scaling and Supporting Innovative Finance for Resilience in Fragile and Conflict-Prone Regions","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"guide","language":"en","date_published":"2020-12-02","source_url":"https://www.globalresiliencepartnership.org/wp-content/uploads/2020/12/guidelines-for-applicants-1.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The Global Resilience Partnership (GRP), in collaboration with the UNDP and GEF, is seeking Expressions of Interest from organizations managing innovative finance mechanisms in fragile and conflict-prone regions. The initiative aims to support private sector solutions that address the 'triple threat' of COVID-19, climate change-induced extreme weather, and geopolitical instability. Selected organizations will receive grants, technical assistance from a multidisciplinary mentoring facility, and networking opportunities to improve the scale and effectiveness of their funds. Eligible mechanisms must be based in specific Least Developed Countries (LDCs), demonstrate a sustainable revenue model, and focus on the intersection of climate adaptation, food and water security, and disaster risk reduction.","ai_generated":true,"unit":"glorespar-000092#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The program targets the 'triple threat' facing fragile and conflict-prone regions, where the effects of COVID-19 and climate change-driven extreme weather exacerbate geopolitical instability and challenges to food and water security.","ai_generated":true,"unit":"glorespar-000092#insight-1","date_modified":"2026-10-23"},{"text":"The initiative specifically seeks to support innovative financial mechanisms, such as revolving funds and blended finance (including soft loans, grants, and matching funding), provided they have a viable path to a sustainable revenue model.","ai_generated":true,"unit":"glorespar-000092#insight-2","date_modified":"2026-10-23"},{"text":"Selected organizations will receive a grant and access to a multidisciplinary mentoring and knowledge sharing facility featuring experts in finance, resilience, development, and peace and stability to help optimize scaling and business plans.","ai_generated":true,"unit":"glorespar-000092#insight-3","date_modified":"2026-10-23"},{"text":"To be eligible, finance mechanisms must be based in specific Least Developed Countries (LDCs), including nations such as Afghanistan, Ethiopia, Yemen, and Haiti, and must demonstrate a 'do no harm' approach to communities and ecosystems.","ai_generated":true,"unit":"glorespar-000092#insight-4","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","Blended Finance","disaster risk reduction","food security","water security","private investment","climate resilience"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["guidelines"]}]}