{"query_echo":{"q":"","filters":{"geography":["Kiribati"]},"warnings":[]},"total":{"value":122,"relation":"eq"},"page":2,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=Kiribati&page=2","next":"https://climateinsightsdirectory.org/api/v1/search?geography=Kiribati&page=3","stability":"beta","ai_marking":{"digital_source_type":{"uri":"http://cv.iptc.org/newscodes/digitalsourcetype/trainedAlgorithmicMedia","name":"Created using Generative AI"},"notice":"Summary and key insights are generated using artificial intelligence."},"results":[{"id":"gclifun-004826","url":"https://climateinsightsdirectory.org/document/gclifun-004826","title":"Facilitating the Republic of Kiribati’s ability to strengthen long-term low emission climate resilient development","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2024-03-08","source_url":"https://www.greenclimate.fund/sites/default/files/document/20240325-kir002-ap-publication_0.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The proposal seeks USD 996,947 over 24 months to address critical capacity gaps in Kiribati's National Designated Authority (NDA) and broader stakeholder groups. Key objectives include operationalizing the Climate Finance Division, establishing 'No Objection' procedures, and updating the country's Strategic Framework and Country Programme. The project also aims to support the Ministry of Finance and Economic Development (MFED) in achieving GCF FMCA re-accreditation and to enhance national coordination through the Kiribati National Experts Group (KNEG).","ai_generated":true,"unit":"gclifun-004826#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Kiribati is highly vulnerable to climate change, with sea-level rise projected to be between 16–33 cm by 2050 under a very high emissions scenario, which will increase the impact of coastal flooding and storm surges.","ai_generated":true,"unit":"gclifun-004826#insight-1","date_modified":"2026-10-23"},{"text":"Despite its vulnerability, Kiribati has limited experience with the Green Climate Fund, having accessed only USD 28 million for a single full-size project and one Readiness project.","ai_generated":true,"unit":"gclifun-004826#insight-2","date_modified":"2026-10-23"},{"text":"The National Designated Authority (NDA) faces severe human capacity constraints; the Climate Finance Division (CFD) had no staffing from December 2022 until July 2023, when a Director was appointed via Australian Government support.","ai_generated":true,"unit":"gclifun-004826#insight-3","date_modified":"2026-10-23"},{"text":"There is a critical lack of institutional systems for climate finance, specifically the absence of defined 'No Objection' procedures, which prevents project proponents from moving ideas into the country pipeline.","ai_generated":true,"unit":"gclifun-004826#insight-4","date_modified":"2026-10-23"},{"text":"National coordination is hampered by deficiencies in the Kiribati National Experts Group (KNEG), including a lack of awareness of its functions and the tendency for projects to bypass the KNEG by going directly to the Office of Te Beretitenti or Cabinet.","ai_generated":true,"unit":"gclifun-004826#insight-5","date_modified":"2026-10-23"},{"text":"The Ministry of Finance and Economic Development (MFED) requires technical assistance to update its fiduciary and project management policies to meet the GCF's Financial Management Capacity Assessment (FMCA) re-accreditation standards.","ai_generated":true,"unit":"gclifun-004826#insight-6","date_modified":"2026-10-23"},{"text":"The existing Strategic Framework and Country Programme (SFCP) is outdated, as its timeframe only extends to the end of 2024 and its project pipeline no longer reflects current priorities.","ai_generated":true,"unit":"gclifun-004826#insight-7","date_modified":"2026-10-23"},{"text":"Gender inequality in Kiribati limits women's participation in decision-making and economic opportunities, with women facing higher unemployment rates (43.5%) than men (33%).","ai_generated":true,"unit":"gclifun-004826#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate finance","capacity building","sea level rise","climate change mitigation","greenhouse gas emissions"],"geography_discussed":["South Tarawa","Gilbert Islands","Line Islands","Phoenix Islands","South Korea"],"frame_perspective":[],"analysis_type":["policy proposal","institutional assessment","capacity gap analysis"]},{"id":"napglob-000290","url":"https://climateinsightsdirectory.org/document/napglob-000290","title":"Integrating Learning Into the National Adaptation Plan Process","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"report","language":"en","date_published":"2024-03","source_url":"https://napglobalnetwork.org/wp-content/uploads/2024/03/napgn-en-2024-learning-naps.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report argues that the effectiveness of National Adaptation Plan (NAP) processes depends on embedding deliberate learning—defined as the collective process of acquiring and applying knowledge to change attitudes and behaviors—rather than assuming learning happens automatically through monitoring and evaluation (M&E). It proposes a framework for fostering learning by integrating it across the planning, implementation, and MEL phases, strengthening enabling environments (such as leadership and institutional arrangements), and linking activities to concrete outcomes. A review of 45 NAP documents reveals that while 89% mention 'learning', most references are generic and high-level, with M&E being the primary identified source of learning. The report concludes with eight considerations for countries, emphasizing the need for clear learning directions, inclusion of marginalized groups, and dedicated resources from knowledge brokers.","ai_generated":true,"unit":"napglob-000290#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Learning in the NAP process is defined as a collective and deliberate process of acquiring, assessing, and disseminating knowledge that leads to changed or reinforced knowledge, attitudes, and behaviours regarding climate adaptation.","ai_generated":true,"unit":"napglob-000290#insight-1","date_modified":"2026-10-23"},{"text":"Effective learning requires deliberate integration across three overlapping phases: planning (e.g., risk assessments), implementation (e.g., project management), and monitoring, evaluation, and learning (MEL), where deeper reviews can inform the next cycle.","ai_generated":true,"unit":"napglob-000290#insight-2","date_modified":"2026-10-23"},{"text":"A review of 45 NAP documents submitted to the UNFCCC found that 89% explicitly refer to 'learning', but most references are generic, high-level statements and few countries present NAPs as an ongoing, deliberate learning process.","ai_generated":true,"unit":"napglob-000290#insight-3","date_modified":"2026-10-23"},{"text":"Monitoring and Evaluation (M&E) is the primary mechanism identified for generating learning, with over half of the reviewed documents explicitly linking the two, although the report notes that M&E does not automatically result in learning.","ai_generated":true,"unit":"napglob-000290#insight-4","date_modified":"2026-10-23"},{"text":"Institutional arrangements and information management are frequently mentioned in NAP documents, but they are rarely explicitly linked to deliberate learning processes.","ai_generated":true,"unit":"napglob-000290#insight-5","date_modified":"2026-10-23"},{"text":"Certain countries demonstrate more advanced integration of learning: Colombia includes a dedicated section on systematizing lessons learned, and Bangladesh utilizes 'adaptation pathways' to accommodate learning and uncertainty.","ai_generated":true,"unit":"napglob-000290#insight-6","date_modified":"2026-10-23"},{"text":"The report identifies critical enablers for learning, including high-level political leadership, flexible institutional arrangements, engagement with diverse actors, and dedicated financial resources for translating insights into practice.","ai_generated":true,"unit":"napglob-000290#insight-7","date_modified":"2026-10-23"}],"climate_tags":["national adaptation plan","climate change adaptation","capacity building","knowledge management","Climate risk assessment","climate finance"],"geography_discussed":["Bangladesh","Colombia","Kiribati","Fiji","South Sudan","Sierra Leone","Ecuador","Suriname","Saint Vincent and the Grenadines","Tonga","Togo","Burkina Faso","Costa Rica","Niger","Papua New Guinea","Chile","Madagascar","Nepal","Peru","Cameroon","Saint Lucia","Ethiopia","Sudan","Bosnia and Herzegovina","Kuwait"],"frame_perspective":[],"analysis_type":["literature review","document analysis"]},{"id":"napglob-000291","url":"https://climateinsightsdirectory.org/document/napglob-000291","title":"Toolkit for Monitoring, Evaluation, and Learning for National Adaptation Plan Processes","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"guide","language":"en","date_published":"2024","source_url":"https://napglobalnetwork.org/wp-content/uploads/2024/05/napgn-en-2024-mel-toolkit-nap-processes.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The toolkit outlines a structured, phased approach to integrating MEL into national adaptation planning. It emphasizes the use of logic models, such as Theories of Change, to link adaptation actions to outcomes and impacts. The guide provides detailed methodologies for selecting SMART indicators, collecting diverse qualitative and quantitative data, and conducting evaluations that integrate climate risks. It specifically highlights the necessity of gender equality and social inclusion (GESI) and the importance of deliberate learning to enable adaptive management of climate risks.","ai_generated":true,"unit":"napglob-000291#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"MEL systems for NAP processes are designed to ensure adaptation strategies effectively achieve intended outcomes by monitoring progress, evaluating results, and fostering learning. They are intended to check if the correct path has been chosen, not just if the process is on track.","ai_generated":true,"unit":"napglob-000291#insight-1","date_modified":"2026-10-23"},{"text":"A global analysis as of January 31, 2024, shows that while 52% of submitted NAP documents include a MEL framework and 54% include indicators, a significant gap remains in practice, with over 60% of countries that adopted NAPs not actively tracking implementation.","ai_generated":true,"unit":"napglob-000291#insight-2","date_modified":"2026-10-23"},{"text":"The toolkit recommends a pragmatic, phased approach to MEL development—starting small and scaling up—to accommodate limited resources and capacity. Examples include establishing national systems before decentralizing, focusing on priority sectors first, targeting specific regions, or using time-bound stages.","ai_generated":true,"unit":"napglob-000291#insight-3","date_modified":"2026-10-23"},{"text":"Integrating Gender Equality and Social Inclusion (GESI) is critical to ensure adaptation benefits are equitably distributed and to address root causes of inequality. This requires disaggregated data (by gender, age, ability, etc.) and the involvement of GESI experts in the design and evaluation of the MEL system.","ai_generated":true,"unit":"napglob-000291#insight-4","date_modified":"2026-10-23"},{"text":"Logic models, specifically Theories of Change (ToC), are recommended to articulate how adaptation actions lead to outputs, outcomes, and long-term impacts. ToCs allow for the identification and testing of underlying assumptions, which is essential for adaptive management.","ai_generated":true,"unit":"napglob-000291#insight-5","date_modified":"2026-10-23"},{"text":"Adaptation indicators must be tailored to the specific national context and purpose, as no universal standard set exists. Effective indicators should be SMART (specific, measurable, attainable, relevant, and time-bound) and must have a demonstrated connection to climate risks.","ai_generated":true,"unit":"napglob-000291#insight-6","date_modified":"2026-10-23"},{"text":"Impact, Vulnerability, and Risk Assessments (IVRAs) should be linked to MEL systems to provide baseline information, track changes in climate risks over time, and inform the intervention logic of the NAP process.","ai_generated":true,"unit":"napglob-000291#insight-7","date_modified":"2026-10-23"},{"text":"Learning in NAP processes is defined as a collective and deliberate process of acquiring and disseminating knowledge to change attitudes and behaviors. It does not happen automatically and requires intentional planning of 'learning moments' throughout the adaptation cycle.","ai_generated":true,"unit":"napglob-000291#insight-8","date_modified":"2026-10-23"},{"text":"Evaluations of NAP processes should integrate climate risks to assess if actions will remain effective under future climate scenarios. The toolkit suggests using the six OECD DAC criteria—relevance, coherence, effectiveness, efficiency, impact, and sustainability—contextualized with a climate lens.","ai_generated":true,"unit":"napglob-000291#insight-9","date_modified":"2026-10-23"},{"text":"Experimental and quasi-experimental evaluation techniques (such as randomized control trials) are often unsuitable for climate adaptation because they emphasize individual benefits over collective gains, struggle with unpredictable non-linear climate shocks, and often fail to capture long-term impacts.","ai_generated":true,"unit":"napglob-000291#insight-10","date_modified":"2026-10-23"},{"text":"Effective reporting and communication of MEL findings are essential for transparency and accountability. The toolkit suggests using diverse channels—such as photo essays, radio, and traffic light systems—to reach different audiences, including local communities and decision-makers.","ai_generated":true,"unit":"napglob-000291#insight-11","date_modified":"2026-10-23"},{"text":"The UAE Framework for Global Climate Resilience (UAE FGCR) sets a voluntary target for all parties to have designed, established, and operationalized a MEL system for their national adaptation efforts by 2030.","ai_generated":true,"unit":"napglob-000291#insight-12","date_modified":"2026-10-23"}],"climate_tags":["national adaptation plan","Climate risk assessment","climate finance","Paris Agreement","vulnerability assessment"],"geography_discussed":["Vietnam","Rwanda","Ghana","Peru","Uganda","Cameroon","Senegal","Saint Lucia","Kiribati","Tuvalu","Solomon Islands","Bolivia","Germany","Philippines","Benin","Fiji","Bangladesh","Cambodia","Grenada","Albania","Sri Lanka","Austria","Morocco","South Africa","Haiti","Zambia","Eswatini","Finland","Belgium","Kenya","Burkina Faso","United Kingdom"],"frame_perspective":[],"analysis_type":["guide","methodological framework"]},{"id":"napglob-000347","url":"https://climateinsightsdirectory.org/document/napglob-000347","title":"Caja de herramientas para el monitoreo, la evaluación y el aprendizaje de los procesos del Plan Nacional de Adaptación","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"guide","language":"es","date_published":"2024","source_url":"https://napglobalnetwork.org/wp-content/uploads/2025/07/napgn-es-2024-mel-toolkit-nap-processes.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document outlines a structured approach to implementing MEL systems across the iterative cycle of National Adaptation Planning. It emphasizes the need for pragmatic, phased development tailored to national contexts, integrating gender equality and social inclusion (GESI), and utilizing both quantitative and qualitative data to foster adaptive management and transparency.","ai_generated":true,"unit":"napglob-000347#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"A monitoring, evaluation, and learning (MEL) system is defined as a structured approach to track progress, assess results, and foster learning to ensure adaptation strategies achieve intended effects, helping countries verify if they are on the correct path.","ai_generated":true,"unit":"napglob-000347#insight-1","date_modified":"2026-10-23"},{"text":"The document recommends a pragmatic, phased approach to MEL development rather than a linear one, suggesting that countries 'start small, learn lessons and then improve over time' to accommodate resource and capacity constraints.","ai_generated":true,"unit":"napglob-000347#insight-2","date_modified":"2026-10-23"},{"text":"Effective MEL systems for NAP processes rely on six essential enabling factors: leadership, institutional arrangements, engagement, financing, skills and capacities, and knowledge, data, and communication.","ai_generated":true,"unit":"napglob-000347#insight-3","date_modified":"2026-10-23"},{"text":"Integration of Gender Equality and Social Inclusion (GESI) is fundamental to ensure that adaptation benefits are distributed equitably and that the specific vulnerabilities of marginalized groups are addressed.","ai_generated":true,"unit":"napglob-000347#insight-4","date_modified":"2026-10-23"},{"text":"The guide distinguishes between three levels of results for monitoring: outputs (tangible goods/services), outcomes (short-to-medium term changes in capacity or behavior), and impacts (long-term final effects).","ai_generated":true,"unit":"napglob-000347#insight-5","date_modified":"2026-10-23"},{"text":"Adaptation indicators should follow the SMART criteria (Specific, Measurable, Achievable, Relevant, and Time-bound) and must have a demonstrated connection to climate risks to be relevant.","ai_generated":true,"unit":"napglob-000347#insight-6","date_modified":"2026-10-23"},{"text":"The document argues that indicators alone are insufficient because they do not explain 'how' or 'why' change occurred; therefore, they must be combined with qualitative information and evaluations.","ai_generated":true,"unit":"napglob-000347#insight-7","date_modified":"2026-10-23"},{"text":"Learning in NAP processes is defined as a collective and intentional process of acquiring and diffusing knowledge that leads to changes in attitudes and behaviors, rather than an automatic result of M&E activities.","ai_generated":true,"unit":"napglob-000347#insight-8","date_modified":"2026-10-23"},{"text":"Impact, Vulnerability, and Risk Assessments (IVRAs) serve as critical baselines for MEL systems, allowing countries to track changes in risk and vulnerability over time.","ai_generated":true,"unit":"napglob-000347#insight-9","date_modified":"2026-10-23"},{"text":"The guide suggests using the OECD DAC criteria (relevance, coherence, effectiveness, efficiency, impact, and sustainability) but emphasizes that these must be contextualized to include climate risks and future scenarios.","ai_generated":true,"unit":"napglob-000347#insight-10","date_modified":"2026-10-23"},{"text":"Reporting on NAP progress is essential for transparency and accountability, and should be aligned with international frameworks such as the Paris Agreement's Biennial Transparency Reports (BTRs) and the UAE Framework for Global Climate Resilience (UAE FGCR).","ai_generated":true,"unit":"napglob-000347#insight-11","date_modified":"2026-10-23"}],"climate_tags":["national adaptation plan","Climate risk assessment","climate finance","Paris Agreement","vulnerability assessment"],"geography_discussed":["Vietnam","Rwanda","Ghana","Peru","Senegal","Nepal","Austria","Morocco","Fiji","Haiti","Kiribati","Zambia","Eswatini","Finland","Albania","Kenya","Belgium","Grenada","Saint Lucia","Germany","Bolivia","Benin","Burkina Faso"],"frame_perspective":[],"analysis_type":["guide","framework"]},{"id":"gclifun-005983","url":"https://climateinsightsdirectory.org/document/gclifun-005983","title":"Strategic Framework and Country Program for Climate Finance in Kiribati","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2023-11-23","source_url":"https://www.greenclimate.fund/sites/default/files/document/kiribati-country-programme.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Strategic Framework and Country Program (SFCP) for Kiribati outlines a structured approach to accessing climate finance to enhance national resilience and mitigation. It establishes a project pipeline and a programming cycle managed by the Climate Finance Division (CFD) of the Ministry of Finance and Economic Development (MFED). The framework prioritizes sectors such as coastal protection, water and food security, and energy transition, while emphasizing the need for community-based adaptation and gender-responsive programming. It identifies key international partners, including the Green Climate Fund (GCF), the Adaptation Fund (AF), and the World Bank, to bridge the significant infrastructure and adaptation funding gap, which is estimated by the IMF to require up to 6% of GDP annually.","ai_generated":true,"unit":"gclifun-005983#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Kiribati faces extreme climate vulnerability, with projections under the high emission SSP5-85 scenario indicating a temperature increase of up to 4°C by the end of the century and a median sea-level rise of approximately 80 cm by 2100 and 200 cm by 2200.","ai_generated":true,"unit":"gclifun-005983#insight-1","date_modified":"2026-10-23"},{"text":"The government's climate finance strategy focuses on seven priority program areas: coastal protection and infrastructure, food security, water security, energy security, environmental sustainability and resilience, health security, and disaster risk management.","ai_generated":true,"unit":"gclifun-005983#insight-2","date_modified":"2026-10-23"},{"text":"Kiribati aims for a 60% reduction in fossil fuel use in all rural public infrastructure by 2025, targeting a 40% reduction through renewable energy deployment and 20% through energy efficiency improvements.","ai_generated":true,"unit":"gclifun-005983#insight-3","date_modified":"2026-10-23"},{"text":"The SFCP establishes a formal project pipeline for 2022-2024, including a Coastal Security Project (~USD 35 million), a regional project for Adapting Tuna-dependent Pacific Island Communities (~USD 148 million total), and a Pacific Climate Resilient Healthcare Project (~USD 50 million).","ai_generated":true,"unit":"gclifun-005983#insight-4","date_modified":"2026-10-23"},{"text":"Women in Kiribati are identified as highly vulnerable to climate impacts due to their roles as primary household managers and providers, yet they are often marginalized in traditional decision-making forums like maneabas.","ai_generated":true,"unit":"gclifun-005983#insight-5","date_modified":"2026-10-23"},{"text":"The government is exploring innovative financing mechanisms to implement the Joint Implementation Plan, including carbon levies on international air transport, fuel VAT set-asides, and fees for climate research.","ai_generated":true,"unit":"gclifun-005983#insight-6","date_modified":"2026-10-23"},{"text":"Kiribati currently lacks a Direct Access Entity for the Green Climate Fund, relying instead on regional entities like SPREP and SPC, although the MFED has passed the GCF financial management capacity assessment.","ai_generated":true,"unit":"gclifun-005983#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate finance","climate change adaptation","climate change mitigation","coastal management","water security","food security","renewable energy","disaster risk reduction","sea level rise","gender mainstreaming","public–private partnership","green infrastructure","nature-based solutions","early warning system"],"geography_discussed":["South Tarawa","Aranuka","Makin","South Tabiteuea"],"frame_perspective":[],"analysis_type":["strategic framework","policy document","programming guide"]},{"id":"fftreaty-000066","url":"https://climateinsightsdirectory.org/document/fftreaty-000066","title":"KI MUA: TOWARDS A JUST TRANSITION FOR THE PACIFIC","publisher":{"name":"Fossil Fuel Non-Proliferation Treaty Initiative","organization":"fossil-fuel-non-proliferation-treaty-initiative"},"document_type":"report","language":"en","date_published":"2023-11","source_url":"https://www.fossilfueltreaty.org/s/KI-MUA-Towards-a-just-transition-for-the-Pacific.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines the pathways for a just energy transition in the Pacific, highlighting that while 14 Pacific Island Countries (PICs) contribute only 0.23% of global emissions, they are disproportionately affected by climate change. It estimates the upfront cost of replacing fossil fuel electricity generation in eight profiled PICs between $691 million and $1 billion USD. The document argues that a just transition must go beyond technology swaps to include economic diversification, poverty eradication, and the protection of workers, particularly in Papua New Guinea's fossil fuel sector. It also warns of a 'double exposure' where the region faces both climate impacts and potential environmental damage from increased mining of Energy Transition Metals (ETMs).","ai_generated":true,"unit":"fftreaty-000066#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Pacific Island Countries (PICs) contribute minimally to global greenhouse gas emissions but are on the frontlines of the climate crisis. The 14 PICs that ratified the Paris Agreement are responsible for just 0.23% of annual global emissions, while the top 15 emitting nations account for 71.88%.","ai_generated":true,"unit":"fftreaty-000066#insight-1","date_modified":"2026-10-23"},{"text":"The upfront cost to replace all existing fossil fuel electricity generation in the eight profiled PICs is estimated to be between $691 million USD and just over $1 billion USD, depending on the technology mix used.","ai_generated":true,"unit":"fftreaty-000066#insight-2","date_modified":"2026-10-23"},{"text":"A transition to renewables offers significant co-benefits beyond climate mitigation, including improved public health by reducing particulate air pollution from diesel generators, increased energy security, and greater resilience to extreme weather events.","ai_generated":true,"unit":"fftreaty-000066#insight-3","date_modified":"2026-10-23"},{"text":"The Pacific faces a 'double exposure' where it is vulnerable to climate change and simultaneously targeted for the extraction of Energy Transition Metals (ETMs) like copper, nickel, cobalt, and lithium needed for global green technologies.","ai_generated":true,"unit":"fftreaty-000066#insight-4","date_modified":"2026-10-23"}],"climate_tags":["renewable energy","just transition","climate finance","decarbonization","energy security","public health","economic diversity","Nationally Determined Contributions","photovoltaics","onshore wind farm"],"geography_discussed":["Papua New Guinea","Fiji","Solomon Islands","Vanuatu","Samoa","Kiribati","Federated States of Micronesia","Tuvalu"],"frame_perspective":[],"analysis_type":["quantitative analysis","case study","policy recommendation"]},{"id":"napglob-000296","url":"https://climateinsightsdirectory.org/document/napglob-000296","title":"Progress on Vertical Integration in National Adaptation Plan Processes","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"report","language":"en","date_published":"2023-11","source_url":"https://napglobalnetwork.org/wp-content/uploads/2024/02/napgn-en-2024-vertical-integration-nap-processes-synthesis-report.pdf.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines vertical integration in National Adaptation Plan (NAP) processes, finding that while most countries reference sub-national governments and non-governmental actors, there are varying levels of integration across planning, implementation, and monitoring, evaluation, and learning (MEL) stages.","ai_generated":true,"unit":"napglob-000296#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Every National Adaptation Plan (NAP) analyzed references at least one non-governmental sub-national actor. The most frequently cited are civil society organizations (78%), local private sector actors or MSMEs (67%), and local communities (58%), alongside specific groups such as women (49%), farmers (40%), and Indigenous Peoples (40%).","ai_generated":true,"unit":"napglob-000296#insight-1","date_modified":"2026-10-23"},{"text":"Sub-national governments are mentioned in nearly all reviewed NAPs, with specific roles assigned across different phases: 78% are assigned implementation roles, 76% are involved in planning, and 47% have a role in monitoring, evaluation, and learning (MEL).","ai_generated":true,"unit":"napglob-000296#insight-2","date_modified":"2026-10-23"},{"text":"Coordination mechanisms across governance levels are mentioned in 78% of NAPs. These range from using existing multilevel governance structures and creating new multi-scale mechanisms to initiating ad hoc consultation processes during NAP development.","ai_generated":true,"unit":"napglob-000296#insight-3","date_modified":"2026-10-23"},{"text":"Approximately 69% of NAPs identify mechanisms for providing finance to sub-national levels, including the use of microfinancing, the mainstreaming of adaptation finance into sub-national budgets, and the channeling of international funding to local levels.","ai_generated":true,"unit":"napglob-000296#insight-4","date_modified":"2026-10-23"},{"text":"A majority of NAPs (60%) reference sub-national-level adaptation plans, which may be developed at community, municipal, county, provincial, or state levels depending on the country's decentralization process.","ai_generated":true,"unit":"napglob-000296#insight-5","date_modified":"2026-10-23"},{"text":"There is a growing recognition of local dimensions of adaptation, with 51% of NAPs explicitly referencing community-based adaptation (CBA) and 40% referencing locally led adaptation (LLA).","ai_generated":true,"unit":"napglob-000296#insight-6","date_modified":"2026-10-23"}],"climate_tags":["national adaptation plan","climate change adaptation","Community based adaptation","climate finance","ecosystem-based adaptation"],"geography_discussed":["Kuwait","Tonga","Sierra Leone","Democratic Republic of the Congo","Colombia","Costa Rica","South Sudan","Timor-Leste","Paraguay","Nepal","Cameroon","Brazil","Niger","Madagascar","Cape Verde","Saint Lucia","Kiribati","Papua New Guinea","Sudan","Benin","Armenia","Kenya","Ecuador","Bangladesh","Peru","South Africa"],"frame_perspective":[],"analysis_type":["synthesis report","policy analysis"]},{"id":"napglob-000391","url":"https://climateinsightsdirectory.org/document/napglob-000391","title":"Progrès par rapport à l’intégration verticale dans le processus de plan national d’adaptation : Analyse des liens stratégiques entre les niveaux national et infranational","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"report","language":"fr","date_published":"2023-11","source_url":"https://napglobalnetwork.org/wp-content/uploads/2024/11/napgn-fr-2023-integration-verticale-processus-pna.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines vertical integration in National Adaptation Plans (NAPs), highlighting the roles of subnational governments and non-governmental actors. Based on an analysis of 45 multisectoral NAPs, it finds that while most countries recognize subnational roles in planning and implementation, gaps remain in monitoring, evaluation, and learning (MEL) and stable financial flows to local levels. It provides recommendations for national governments, subnational authorities, development partners, and funding bodies to strengthen multi-level coordination and capacity.","ai_generated":true,"unit":"napglob-000391#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"All analyzed National Adaptation Plans (NAPs) identify non-governmental subnational actors as relevant to vertical integration. This includes civil society organizations (78%), local private sector and MSMEs (67%), and local communities (58%), as well as specific groups such as women (49%), indigenous peoples (40%), and youth (38%).","ai_generated":true,"unit":"napglob-000391#insight-1","date_modified":"2026-10-23"},{"text":"Most countries assign specific roles to subnational governments within the NAP process, primarily in planning (76%) and implementation (78%), though fewer focus on monitoring, evaluation, and learning (SEA) (47%).","ai_generated":true,"unit":"napglob-000391#insight-2","date_modified":"2026-10-23"},{"text":"A majority of NAPs (78%) mention coordination mechanisms between governance levels, utilizing either existing institutional arrangements, new structures, or ad hoc consultation processes.","ai_generated":true,"unit":"napglob-000391#insight-3","date_modified":"2026-10-23"},{"text":"Approximately 69% of NAPs describe mechanisms for delivering climate finance to the subnational level, including microfinance, the integration of adaptation into subnational budgets, and the routing of international funds to local measures.","ai_generated":true,"unit":"napglob-000391#insight-4","date_modified":"2026-10-23"},{"text":"Subnational adaptation plans are referenced in 60% of NAPs, with some countries integrating these plans at community, municipal, state, provincial, or territorial levels depending on their decentralization structures.","ai_generated":true,"unit":"napglob-000391#insight-5","date_modified":"2026-10-23"},{"text":"Local dimensions of adaptation are recognized in many NAPs, with 51% explicitly mentioning community-based adaptation (ABC) and 40% addressing locally-led adaptation (ANL).","ai_generated":true,"unit":"napglob-000391#insight-6","date_modified":"2026-10-23"},{"text":"There is an increasing trend toward coordination beyond the national level, with 62% of NAPs referencing transboundary or regional coordination to align with the Paris Agreement and the Global Goal on Adaptation.","ai_generated":true,"unit":"napglob-000391#insight-7","date_modified":"2026-10-23"}],"climate_tags":["national adaptation plan","climate finance","Community based adaptation","multi-level governance","ecosystem-based adaptation"],"geography_discussed":["Kuwait","Tonga","Sierra Leone","Democratic Republic of the Congo","Colombia","Costa Rica","South Sudan","Timor-Leste","Paraguay","Nepal","Cameroon","Brazil","Niger","Madagascar","Cape Verde","Saint Lucia","Kiribati","Papua New Guinea","Sudan","Benin","Armenia","Kenya","Ecuador","Bangladesh","Peru","South Africa"],"frame_perspective":[],"analysis_type":["policy analysis","document review"]},{"id":"napglob-000268","url":"https://climateinsightsdirectory.org/document/napglob-000268","title":"Maximizing the Impacts of Targeted Gender Analyses for the National Adaptation Plan Process","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"briefing","language":"en","date_published":"2023-09","source_url":"https://napglobalnetwork.org/wp-content/uploads/2024/03/napgn-en-2023-gender-analysis-briefing-note.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The document examines the application of gender analyses within the National Adaptation Plan (NAP) processes of nine countries between 2017 and 2022. It identifies four primary impact areas: changes in policy (such as the integration of gender-specific actions in NAPs), improvements in knowledge and practice (including targeted training), enhanced collaboration between gender and climate ministries, and increased investment in gender-responsive adaptation. The briefing concludes that while gender analyses provide a critical foundation for equitable adaptation, their impact is maximized when there is high-level ownership, diverse stakeholder engagement, proactive dissemination, and ongoing technical support beyond the initial reporting phase.","ai_generated":true,"unit":"napglob-000268#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Gender analyses have directly influenced national policy documents, with most countries that conducted the analysis before finalizing their NAP referencing it in the final document. Examples include Chad's NAP, which identifies gender and social protection as a new priority sector, and Madagascar's NAP, which incorporates specific priorities identified by women into water and sanitation infrastructure planning.","ai_generated":true,"unit":"napglob-000268#insight-1","date_modified":"2026-10-23"},{"text":"The process of gender analysis has improved knowledge and practice by helping stakeholders understand the links between gender and adaptation. In Benin, this led to the systematic integration of gender considerations into terms of reference for vulnerability assessments, while in the Republic of the Marshall Islands and Côte d’Ivoire, the analysis provided the basis for targeted training.","ai_generated":true,"unit":"napglob-000268#insight-2","date_modified":"2026-10-23"},{"text":"Gender analyses have fostered institutional collaboration, particularly between environment ministries and gender-focused ministries. In Côte d’Ivoire, this collaboration was formalized through a memorandum of understanding, and in Benin, it reinforced the link between the Environment Ministry and the Ministry of Social Affairs and Microfinance.","ai_generated":true,"unit":"napglob-000268#insight-3","date_modified":"2026-10-23"},{"text":"There is evidence that gender analyses facilitate access to climate finance. In Côte d’Ivoire, the analysis contributed to a successful proposal for NAP readiness funding from the Green Climate Fund and has been used to support projects submitted to the African Development Bank, the United Nations Development Programme, and the International Carbon Action Partnership.","ai_generated":true,"unit":"napglob-000268#insight-4","date_modified":"2026-10-23"},{"text":"Several countries have used the findings of their NAP gender analyses to develop broader, dedicated climate change and gender strategies, including Benin, Côte d’Ivoire, and the Central African Republic.","ai_generated":true,"unit":"napglob-000268#insight-5","date_modified":"2026-10-23"},{"text":"The impact of gender analyses is maximized when specific enabling factors are present: high-level ownership by decision-makers, engagement of a diverse range of stakeholders (including women's rights organizations), proactive and multi-format dissemination of results, and the creation of concrete recommendations tied to specific NAP entry points.","ai_generated":true,"unit":"napglob-000268#insight-6","date_modified":"2026-10-23"}],"climate_tags":["national adaptation plan","climate finance"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["impact assessment","policy review","case study"]},{"id":"napglob-000279","url":"https://climateinsightsdirectory.org/document/napglob-000279","title":"Reporting on Progress in National Adaptation Plan Processes","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"report","language":"en","date_published":"2023-09","source_url":"https://napglobalnetwork.org/wp-content/uploads/2023/09/napgn-en-2023-reporting-on-progress-in-nap-processes.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines 26 NAP progress reports from 20 countries to provide a framework for tracking climate adaptation. It identifies that while many countries commit to reporting, few do so due to capacity and resource constraints. The analysis proposes a four-step iterative cycle for reporting and details various methods for tracking implementation, evaluating effectiveness, and assessing the integration of adaptation into national budgeting.","ai_generated":true,"unit":"napglob-000279#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Progress reporting is often hindered by limited resources, capacity constraints, and a lack of clear guidance, leading to a situation where over 60% of countries with adopted NAPs are not actively tracking their implementation.","ai_generated":true,"unit":"napglob-000279#insight-1","date_modified":"2026-10-23"},{"text":"Legal mandates, such as climate change laws or policies, enhance reporting effectiveness by granting authority to agencies and ensuring accountability. Examples include the UK's Climate Change Act (2008), which requires a progress report to Parliament every 2 years, and Kenya's Climate Change Act (2016), which mandates a biennial review.","ai_generated":true,"unit":"napglob-000279#insight-2","date_modified":"2026-10-23"},{"text":"The report proposes a standardized four-step iterative cycle for progress reporting: 1) defining objectives and framing, 2) identifying resources, capacities, and needs, 3) applying MEL tools, and 4) communicating results.","ai_generated":true,"unit":"napglob-000279#insight-3","date_modified":"2026-10-23"},{"text":"Countries use diverse methods to track NAP implementation, ranging from simple 'Yes/No' checklists (used in Saint Lucia) and narrative lists of achievements and challenges (used in Brazil) to qualitative completion criteria (used in France) and percentage-based achievement (used in Burkina Faso).","ai_generated":true,"unit":"napglob-000279#insight-4","date_modified":"2026-10-23"},{"text":"Evaluation of NAPs often involves assessing the enabling environment or using specific criteria. Finland used a catalogue of evaluation criteria including 'collaboration of actors' and 'side effects', while Fiji evaluated seven enabling factors such as leadership, financing, and technologies.","ai_generated":true,"unit":"napglob-000279#insight-5","date_modified":"2026-10-23"},{"text":"Progress reporting can be used to assess the integration of climate adaptation into development planning and budgeting through strategic document scans (Spain) or expert surveys (Albania and Kiribati).","ai_generated":true,"unit":"napglob-000279#insight-6","date_modified":"2026-10-23"},{"text":"Stakeholder engagement is critical for inclusive reporting; countries have used surveys, consultation workshops, and digital tools like KoboToolbox to collect data and raise awareness among sectoral and local actors.","ai_generated":true,"unit":"napglob-000279#insight-7","date_modified":"2026-10-23"},{"text":"An operational monitoring, evaluation, and learning (MEL) system is not a prerequisite for progress reporting; instead, reporting can follow a 'learn-by-doing' approach that helps inform the eventual development of a formal MEL system.","ai_generated":true,"unit":"napglob-000279#insight-8","date_modified":"2026-10-23"},{"text":"Gender and social inclusion reporting is significantly lacking in most reviewed reports, with Cameroon being a notable exception for conducting a specific gender evaluation using a scale from 'gender blind' to 'gender transformative'.","ai_generated":true,"unit":"napglob-000279#insight-9","date_modified":"2026-10-23"}],"climate_tags":["national adaptation plan","climate change adaptation","climate finance","gender mainstreaming","climate governance","Paris Agreement","Global Goal on Adaptation","disaster risk reduction"],"geography_discussed":["Albania","Austria","Belgium","Brazil","Burkina Faso","Cameroon","Chile","Fiji","Finland","France","Grenada","Germany","Kenya","Kiribati","Philippines","South Africa","Saint Lucia","Spain","Tonga","United Kingdom"],"frame_perspective":[],"analysis_type":["policy analysis","case study review"]},{"id":"napglob-000342","url":"https://climateinsightsdirectory.org/document/napglob-000342","title":"Maximización de los efectos de los análisis de género específicos para el proceso del plan nacional de adaptación","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"briefing","language":"es","date_published":"2023-09","source_url":"https://napglobalnetwork.org/wp-content/uploads/2024/03/napgn-es-2023-gender-analysis-briefing-note.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The document assesses the impact of gender analyses on National Adaptation Plan (NAP) processes in nine countries, identifying how these tools influence policy, knowledge, collaboration, and investment. It highlights that while gender analyses often lead to the creation of specific gender-climate strategies and the integration of gender-disaggregated data into NAPs, their effectiveness depends on high-level political ownership, inclusive stakeholder participation, and continuous dissemination of results.","ai_generated":true,"unit":"napglob-000342#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Gender analyses typically comprise four main components: political and institutional analysis, technical analysis of gender-climate links in priority sectors, analysis of implications for the NAP process, and the development of specific recommendations for the NAP.","ai_generated":true,"unit":"napglob-000342#insight-1","date_modified":"2026-10-23"},{"text":"Gender analyses have led to tangible policy changes, including the integration of gender considerations into NAP documents and the creation of standalone gender and climate change strategies in Benin, Côte d'Ivoire, and the Central African Republic.","ai_generated":true,"unit":"napglob-000342#insight-2","date_modified":"2026-10-23"},{"text":"The process of conducting gender analyses has improved institutional collaboration, specifically between ministries of environment and ministries responsible for gender or social affairs, as seen in Benin and Côte d'Ivoire.","ai_generated":true,"unit":"napglob-000342#insight-3","date_modified":"2026-10-23"},{"text":"Gender analyses have contributed to securing climate finance, notably in Côte d'Ivoire, where the analysis supported a successful proposal for the Green Climate Fund's NAP readiness funding.","ai_generated":true,"unit":"napglob-000342#insight-4","date_modified":"2026-10-23"},{"text":"The document identifies five key factors to maximize the impact of gender analyses: ownership by key decision-makers, diverse stakeholder participation, proactive and continuous sharing of results, recommendations tailored to specific NAP process points, and ongoing efforts to support application beyond the initial report.","ai_generated":true,"unit":"napglob-000342#insight-5","date_modified":"2026-10-23"},{"text":"In specific countries, gender analyses led to the inclusion of gender-specific goals in priority programs, such as Madagascar's focus on women's priorities in water infrastructure and gender-disaggregated data in cyclone early warning systems.","ai_generated":true,"unit":"napglob-000342#insight-6","date_modified":"2026-10-23"}],"climate_tags":["national adaptation plan","gender mainstreaming","climate finance","climate change adaptation","vulnerability assessment","capacity building"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["evaluation","briefing"]},{"id":"napglob-000389","url":"https://climateinsightsdirectory.org/document/napglob-000389","title":"Maximiser les impacts des analyses de genre spécifiques aux processus des plans nationaux d’adaptation","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"briefing","language":"fr","date_published":"2023-09","source_url":"https://napglobalnetwork.org/wp-content/uploads/2024/03/napgn-fr-2023-gender-analysis-briefing-note.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The document assesses the application of gender analyses within the National Adaptation Plan (NAP) processes of nine countries between 2017 and 2022. It identifies four primary types of impact: policy changes, improved collaboration, evolution of knowledge and practices, and increased investment. The analysis highlights that while gender analyses often inform high-level planning documents and national strategies, their effectiveness depends on high-level political ownership, diverse stakeholder engagement, proactive dissemination of results, and the formulation of concrete, actionable recommendations tailored to specific NAP entry points.","ai_generated":true,"unit":"napglob-000389#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Gender analyses have led to substantive policy changes by integrating gender considerations into national planning documents. In Chad, the NAP identifies cultural barriers and gender inequalities in education and decision-making as factors that \"exacerber la vulnérabilité des filles et des femmes face aux changements climatiques\" and includes measures such as creating a disaggregated database.","ai_generated":true,"unit":"napglob-000389#insight-1","date_modified":"2026-10-23"},{"text":"The use of gender analysis has fostered institutional collaboration, specifically between ministries responsible for gender and those managing the NAP process. For example, in Côte d’Ivoire, this collaboration was formalized through a \"protocole d’entente\".","ai_generated":true,"unit":"napglob-000389#insight-2","date_modified":"2026-10-23"},{"text":"Gender analyses have evolved knowledge and practices by providing a basis for targeted training and increasing the awareness of civil society. In Chad, the process helped women's umbrella organizations realize that their \"points de vue et leurs expériences en matière d’adaptation avaient de l’importance\".","ai_generated":true,"unit":"napglob-000389#insight-3","date_modified":"2026-10-23"},{"text":"There is evidence that gender analyses facilitate access to climate finance. In Côte d’Ivoire, the analysis contributed to the acceptance of a project submitted to the Green Climate Fund and has been used for projects submitted to the African Development Bank and the United Nations Environment Programme.","ai_generated":true,"unit":"napglob-000389#insight-4","date_modified":"2026-10-23"},{"text":"The impact of gender analyses is maximized when there is strong ownership from high-level decision-makers and a diverse range of stakeholders, including gender specialists and women's rights organizations, to ensure recommendations are \"fondées sur des données probantes et exploitables\".","ai_generated":true,"unit":"napglob-000389#insight-5","date_modified":"2026-10-23"},{"text":"Effective dissemination is critical for implementation; the document notes that while electronic distribution is common, printed materials were \"très efficace pour joindre des personnes moins impliquées dans le processus de PNA ou ayant un accès limité à Internet\" in Côte d’Ivoire.","ai_generated":true,"unit":"napglob-000389#insight-6","date_modified":"2026-10-23"}],"climate_tags":["national adaptation plan","climate change adaptation","climate finance","vulnerability assessment"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["case study","policy review","impact assessment"]},{"id":"napglob-000261","url":"https://climateinsightsdirectory.org/document/napglob-000261","title":"Using Climate Risk Assessment to Measure Adaptation Success at the National Level","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"report","language":"en","date_published":"2023-07","source_url":"https://napglobalnetwork.org/wp-content/uploads/2023/08/napgn-en-2023-climate-risk-assessment-measure-adaptation-success.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report explores how repeating national climate risk assessments (CRAs) can support the monitoring, evaluation, and learning (MEL) of national adaptation efforts. While CRAs are traditionally used to inform planning, the author argues they can also track changes in vulnerability over time to assess adaptation success. Analysis of 12 countries reveals a shift toward viewing CRAs as continuous learning processes rather than static reports, with a growing consensus that updates should occur roughly every five years to align with policy cycles. However, the report finds that fully standardized approaches to repeating CRAs are often impractical due to evolving science and shifting policy priorities. Instead, it suggests a flexible approach where only specific components are standardized. Early adopters like Germany and the United Kingdom have begun using CRAs to evaluate NAP effectiveness, though they face methodological challenges, including the time lag between implementing measures and seeing tangible risk reductions.","ai_generated":true,"unit":"napglob-000261#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Repeating national CRAs is primarily driven by the need to update evidence bases to reflect emerging science and new types of risks, such as \"cascading\" or \"systemic\" risks that interact across sectors and regions.","ai_generated":true,"unit":"napglob-000261#insight-1","date_modified":"2026-10-23"},{"text":"There is an emerging consensus that national CRAs should be updated approximately every five years to maintain alignment with national adaptation policy cycles and global climate commitments.","ai_generated":true,"unit":"napglob-000261#insight-2","date_modified":"2026-10-23"},{"text":"National CRAs are evolving from isolated, one-time reports into iterative, continuous learning processes that inform the entire NAP cycle from planning through to implementation and evaluation.","ai_generated":true,"unit":"napglob-000261#insight-3","date_modified":"2026-10-23"},{"text":"A fully standardized approach to repeating CRAs is often unfeasible or counterproductive because it can hinder the integration of new knowledge, updated socio-economic scenarios, or shifting government priorities.","ai_generated":true,"unit":"napglob-000261#insight-4","date_modified":"2026-10-23"},{"text":"Some countries, specifically Germany and the United Kingdom, have begun using periodic CRAs to evaluate whether vulnerability is reducing at a national level, though this remains methodologically difficult.","ai_generated":true,"unit":"napglob-000261#insight-5","date_modified":"2026-10-23"},{"text":"Measuring adaptation success via CRAs is hindered by the long timeframes required for measures to show results, a lack of impact assessments, and indicator systems that track policy targets rather than tangible risk reductions.","ai_generated":true,"unit":"napglob-000261#insight-6","date_modified":"2026-10-23"},{"text":"There is a noted gap in coherence between some countries' CRAs and their NAP documents, where identified urgent risks are not always addressed by corresponding actions in the adaptation plan.","ai_generated":true,"unit":"napglob-000261#insight-7","date_modified":"2026-10-23"}],"climate_tags":["Climate risk assessment","national adaptation plan","climate change vulnerability","sustainable development","traditional knowledge"],"geography_discussed":["Kiribati","Tuvalu","Solomon Islands"],"frame_perspective":[],"analysis_type":["case study","policy analysis"]},{"id":"napglob-000253","url":"https://climateinsightsdirectory.org/document/napglob-000253","title":"Addressing Loss and Damage: What can we learn from countries’ National Adaptation Plans?","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"report","language":"en","date_published":"2023-05","source_url":"https://napglobalnetwork.org/wp-content/uploads/2024/01/napgn-en-2023-addressing-loss-damage.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes 41 multisectoral National Adaptation Plans (NAPs) to explore their role in managing loss and damage. It finds that while nearly half of NAPs explicitly mention loss and damage and almost all incorporate disaster risk management, there are significant gaps in addressing non-economic losses and irreversible impacts. The authors argue that NAPs are essential tools for minimizing loss and damage and recommend that international funding and planning for loss and damage build upon existing NAP risk assessments and institutional frameworks.","ai_generated":true,"unit":"napglob-000253#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Approximately 49% of the reviewed NAP documents make direct references to loss and damage, with a higher prevalence in documents submitted in 2021 and 2022 and among Small Island Developing States.","ai_generated":true,"unit":"napglob-000253#insight-1","date_modified":"2026-10-23"},{"text":"Disaster risk management (DRM) is nearly universal in NAPs, with 95% of documents mentioning DRM or disaster risk reduction (DRR), though only 10% explicitly refer to comprehensive risk management (CRM).","ai_generated":true,"unit":"napglob-000253#insight-2","date_modified":"2026-10-23"},{"text":"DRM actions within NAPs are heavily skewed toward ex-ante measures like risk assessment and early warning systems, while ex-post actions such as disaster response and recovery are less common.","ai_generated":true,"unit":"napglob-000253#insight-3","date_modified":"2026-10-23"},{"text":"While the specific term 'slow-onset events' is used by only 17% of countries, 100% of the reviewed NAPs mention at least one specific slow-onset event, such as sea level rise or increasing temperatures.","ai_generated":true,"unit":"napglob-000253#insight-4","date_modified":"2026-10-23"},{"text":"Permanent human mobility, including displacement and resettlement, is addressed in only about 40% of NAPs, despite a higher percentage of documents mentioning mobility in general terms.","ai_generated":true,"unit":"napglob-000253#insight-5","date_modified":"2026-10-23"},{"text":"Non-economic losses are rarely addressed, appearing in only 29% of NAPs, with the loss of cultural heritage being the most frequently cited issue.","ai_generated":true,"unit":"napglob-000253#insight-6","date_modified":"2026-10-23"},{"text":"NAP documents generally lack detailed analysis of scenarios that exceed the limits of adaptation, leaving a gap in the assessment of existential threats and irreversible impacts.","ai_generated":true,"unit":"napglob-000253#insight-7","date_modified":"2026-10-23"}],"climate_tags":["loss and damage","national adaptation plan","disaster risk reduction","climate finance","climate justice","early warning system","insurance","ecosystem-based adaptation"],"geography_discussed":["Saint Lucia","Suriname","Tonga","Timor-Leste","Kiribati","Kenya","Madagascar","Sierra Leone","Albania","Cape Verde","Sri Lanka","Peru","Bosnia and Herzegovina","Liberia","Central African Republic","Togo","Brazil","Cameroon","Benin","Saint Vincent and the Grenadines","Palestine","Nepal"],"frame_perspective":[],"analysis_type":["document review","qualitative analysis","stakeholder interviews"]},{"id":"napglob-000344","url":"https://climateinsightsdirectory.org/document/napglob-000344","title":"Hacer frente a las pérdidas y los daños: ¿Qué podemos aprender de los Planes Nacionales de Adaptación de los países?","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"report","language":"es","date_published":"2023-05","source_url":"https://napglobalnetwork.org/wp-content/uploads/2024/03/napgn-es-2023-loss-and-damage-in-naps.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes 41 multisectoral NAPs to determine the extent to which they integrate loss and damage (L&D) information and actions. It argues that NAPs are fundamental tools for minimizing L&D through adaptation and disaster risk management, though they often lack detailed analysis of irreversible impacts and non-economic losses. The authors propose a 'spectrum' approach to L&D—ranging from avoidance (mitigation) to minimization (adaptation/DRR) and addressing (humanitarian response/reparations)—and recommend that international financing mechanisms leverage existing NAP risk assessments to avoid duplication and ensure climate justice.","ai_generated":true,"unit":"napglob-000344#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Approximately 49% of the reviewed National Adaptation Plan (NAP) documents make direct reference to the concept of loss and damage, with a high concentration among small island developing states (37% of those mentioning L&D).","ai_generated":true,"unit":"napglob-000344#insight-1","date_modified":"2026-10-23"},{"text":"There is a very high integration of Disaster Risk Management (DRM) within NAPs, with 95% of documents mentioning DRM or Disaster Risk Reduction (DRR), although only 10% specifically reference Integrated Risk Management (IRM).","ai_generated":true,"unit":"napglob-000344#insight-2","date_modified":"2026-10-23"},{"text":"DRM actions in NAPs are heavily skewed toward risk understanding and reduction, such as early warning systems and insurance, while specific actions for disaster response and recovery are less common.","ai_generated":true,"unit":"napglob-000344#insight-3","date_modified":"2026-10-23"},{"text":"While 100% of the analyzed NAPs mention slow-onset events—such as sea-level rise, temperature increases, and biodiversity loss—only 17% use the specific term 'slow-onset events'.","ai_generated":true,"unit":"napglob-000344#insight-4","date_modified":"2026-10-23"},{"text":"Human mobility is mentioned in most NAPs, but only about 40% address permanent mobility, such as relocation or resettlement, rather than seasonal or economic migration.","ai_generated":true,"unit":"napglob-000344#insight-5","date_modified":"2026-10-23"},{"text":"Non-economic losses are significantly under-addressed, appearing in only 29% of NAPs, with the loss of cultural heritage being the most frequently cited issue (15%).","ai_generated":true,"unit":"napglob-000344#insight-6","date_modified":"2026-10-23"},{"text":"The report identifies a critical gap in NAP documents regarding the analysis of scenarios that exceed adaptation limits, suggesting countries need more support to evaluate existential threats.","ai_generated":true,"unit":"napglob-000344#insight-7","date_modified":"2026-10-23"}],"climate_tags":["loss and damage","national adaptation plan","disaster risk reduction","climate finance","climate justice","early warning system","ecosystem-based adaptation"],"geography_discussed":["Saint Lucia","Suriname","Tonga","Timor-Leste","Kenya","Kiribati","Madagascar","Sierra Leone","Albania","Cape Verde","Sri Lanka","Bosnia and Herzegovina","Liberia","Central African Republic","Togo","Cameroon","Benin","Saint Vincent and the Grenadines","Palestine","Nepal"],"frame_perspective":[],"analysis_type":["document review","qualitative analysis","policy assessment"]},{"id":"napglob-000392","url":"https://climateinsightsdirectory.org/document/napglob-000392","title":"Aborder les pertes et préjudices : que peuvent nous enseigner les plans nationaux d’adaptation des pays ?","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"report","language":"fr","date_published":"2023-05","source_url":"https://napglobalnetwork.org/wp-content/uploads/2024/03/napgn-fr-2023-loss-and-damage-in-naps.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes 41 multisectoral National Adaptation Plans (NAPs) to assess their integration of loss and damage (L&D) strategies. It finds that while nearly half of NAPs explicitly mention L&D and almost all include disaster risk management (DRM) components, there is a significant gap in addressing non-economic losses and irreversible impacts. The document proposes a 'spectrum' approach to L&D, ranging from avoidance (mitigation) and minimization (adaptation/DRR) to remediation (humanitarian response and reparations). It recommends that governments and international funders leverage existing NAP risk analyses as a starting point for L&D assessments and ensure that new L&D financing targets impacts that exceed adaptation limits to avoid duplicating existing adaptation efforts.","ai_generated":true,"unit":"napglob-000392#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Approximately 49% of the analyzed National Adaptation Plans (NAPs) explicitly mention the concept of loss and damage, with a high concentration of these documents submitted in 2021 and 2022, and 37% originating from small island developing states.","ai_generated":true,"unit":"napglob-000392#insight-1","date_modified":"2026-10-23"},{"text":"Disaster Risk Management (DRM) is nearly universal in NAPs, with 95% mentioning DRM or Disaster Risk Reduction (DRR), covering all components from risk understanding and reduction to emergency response and recovery.","ai_generated":true,"unit":"napglob-000392#insight-2","date_modified":"2026-10-23"},{"text":"DRM measures within NAPs are primarily focused on risk understanding and reduction; there are far fewer specific measures for emergency response and recovery, though early warning systems and insurance are common.","ai_generated":true,"unit":"napglob-000392#insight-3","date_modified":"2026-10-23"},{"text":"While only 17% of NAPs use the specific term 'slow onset events,' every single analyzed NAP refers to at least one such event, such as sea-level rise, temperature increase, or biodiversity loss.","ai_generated":true,"unit":"napglob-000392#insight-4","date_modified":"2026-10-23"},{"text":"Human mobility is mentioned in most NAPs, but only about 40% address it in a permanent sense, such as relocation or resettlement, rather than just seasonal or economic migration.","ai_generated":true,"unit":"napglob-000392#insight-5","date_modified":"2026-10-23"},{"text":"Non-economic losses are rarely addressed, appearing in only 29% of NAPs, with the loss of cultural heritage being the most frequently cited issue (15%).","ai_generated":true,"unit":"napglob-000392#insight-6","date_modified":"2026-10-23"},{"text":"NAPs generally contain limited information on scenarios that exceed adaptation limits, suggesting that countries need more support to assess existential threats as a basis for L&D responses.","ai_generated":true,"unit":"napglob-000392#insight-7","date_modified":"2026-10-23"}],"climate_tags":["loss and damage","national adaptation plan","disaster risk reduction","climate finance","climate justice","ecosystem-based adaptation","early warning system"],"geography_discussed":["Saint Lucia","Suriname","Tonga","Timor-Leste","Kiribati","Kenya","Madagascar","Sierra Leone","Albania","Sri Lanka","Peru","Bosnia and Herzegovina","Liberia","Central African Republic","Togo","Brazil","Cameroon","Benin","Saint Vincent and the Grenadines","Palestine","Nepal"],"frame_perspective":[],"analysis_type":["policy analysis","systematic review"]},{"id":"iisd-001323","url":"https://climateinsightsdirectory.org/document/iisd-001323","title":"Earth Negotiations Bulletin","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2023-03-27","source_url":"https://enb.iisd.org/sites/default/files/2023-03/enb0317e.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The UN 2023 Water Conference, held in New York, focused on accelerating progress toward Sustainable Development Goal 6 (SDG 6) through the Water Action Agenda. The event resulted in approximately 700 voluntary commitments totaling USD 300 billion and the announcement of a UN Special Envoy for Water. Discussions emphasized the water-food-energy nexus, the human right to water and sanitation, and the need for innovative finance and improved global water data. While the conference generated significant political momentum and new partnerships, analysis suggests that many pledges lack quantifiable targets and that the international community must quadruple its efforts to meet 2030 goals.","ai_generated":true,"unit":"iisd-001323#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The UN 2023 Water Conference resulted in the creation of a new high-level UN role to elevate water issues on the global agenda.","ai_generated":true,"unit":"iisd-001323#insight-1","date_modified":"2026-10-23"},{"text":"The conference produced the Water Action Agenda, consisting of approximately 700 voluntary commitments from various stakeholders, with a total estimated value of USD 300 billion.","ai_generated":true,"unit":"iisd-001323#insight-2","date_modified":"2026-10-23"},{"text":"Several nations announced major financial investments for water infrastructure, including India's USD 50 billion for rural drinking water by 2030 and the US's investment of up to USD 49 billion for climate-resilient water and sanitation services.","ai_generated":true,"unit":"iisd-001323#insight-3","date_modified":"2026-10-23"},{"text":"The conference highlighted a critical gap in the UN architecture regarding water, leading to calls for a dedicated water process or an \"inter-COP\" mechanism to integrate water decisions across climate, biodiversity, and desertification forums.","ai_generated":true,"unit":"iisd-001323#insight-4","date_modified":"2026-10-23"},{"text":"Participants emphasized the necessity of a \"nexus\" approach, linking water management with food, energy, and ecosystem health to achieve sustainable development.","ai_generated":true,"unit":"iisd-001323#insight-5","date_modified":"2026-10-23"},{"text":"Analysis of the conference outcomes suggests that while momentum was generated, many voluntary pledges are small-scale, underfunded, or lack the quantifiable metrics necessary to be \"game changers.\"","ai_generated":true,"unit":"iisd-001323#insight-6","date_modified":"2026-10-23"}],"climate_tags":["water security","climate change","biodiversity loss","pollution","Integrated Water Resources Management","climate resilience","nature-based solutions","climate justice","circular economy"],"geography_discussed":["New York City","Argentina","Brazil","Tajikistan","Netherlands","Australia","Botswana","Denmark","Ecuador","India","Jamaica","Kenya","Saint Kitts and Nevis","Slovenia","United Kingdom","United States","Vietnam","Oman","Rwanda","Kiribati","Latvia","Costa Rica","Myanmar","Nicaragua","Ireland","Iran","Venezuela","Sierra Leone","Algeria","The Bahamas","Peru","Nauru","Liberia","Mauritius","Cuba","Belize","Seychelles","Cyprus","Trinidad and Tobago","Liechtenstein","Papua New Guinea","Jordan","New Zealand","Timor-Leste","Hungary","Uganda","Dominican Republic","People's Republic of China","Japan","Senegal","Switzerland","Singapore","Indonesia","Kazakhstan","Ukraine","Germany","France"],"frame_perspective":[],"analysis_type":["event report","policy analysis"]},{"id":"sei-001406","url":"https://climateinsightsdirectory.org/document/sei-001406","title":"Human Rights in the Process of National Adaptation Planning: Insights from a Review of Submitted NAPs","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2022-04","source_url":"https://www.sei.org/wp-content/uploads/2022/04/human-rights-in-the-process-of-national-adaptation-planning-insights-from-a-review-of-submitted-naps.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that human rights are not systematically referenced in the reviewed NAPs, with few countries using them to guide the planning or implementation process. While some plans, notably Fiji's, demonstrate a strong commitment to human rights-based approaches, most others only make indirect or superficial references to rights. The authors argue for the development of detailed guidance to integrate social, political, administrative, and legal entry points into the NAP process to better protect vulnerable groups.","ai_generated":true,"unit":"sei-001406#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Human rights are not systematically integrated into National Adaptation Plans (NAPs), and few countries use them to guide any part of the NAP process.","ai_generated":true,"unit":"sei-001406#insight-1","date_modified":"2026-10-23"},{"text":"Fiji's NAP is highlighted as an exemplary model for integrating human rights, as it explicitly promotes a human rights-based approach and provides tools for operationalization, such as training for government representatives and participatory budgeting.","ai_generated":true,"unit":"sei-001406#insight-2","date_modified":"2026-10-23"},{"text":"Brazil's NAP demonstrates a strong but scattered use of rights-based language, specifically referencing rights to water, housing, and the rights of indigenous and extractive communities.","ai_generated":true,"unit":"sei-001406#insight-3","date_modified":"2026-10-23"},{"text":"Existing thematic guidance for NAPs (covering sectors like forestry, gender, and health) lacks a holistic human rights approach, often focusing on specific sectors without using rights-based language to emphasize State obligations.","ai_generated":true,"unit":"sei-001406#insight-4","date_modified":"2026-10-23"},{"text":"While 'equality' is frequently mentioned in NAPs, it most commonly refers to gender equality and equitable representation rather than a broader human rights framework.","ai_generated":true,"unit":"sei-001406#insight-5","date_modified":"2026-10-23"},{"text":"Health and water are the most referenced terms across all studied NAPs, yet they are rarely framed as fundamental human rights.","ai_generated":true,"unit":"sei-001406#insight-6","date_modified":"2026-10-23"},{"text":"The report proposes four primary entry points for integrating a rights-based approach into adaptive capacity: social (community empowerment), political (awareness raising and alliance building), administrative (capacity building and relationship building), and legal (litigation and strategic use of law).","ai_generated":true,"unit":"sei-001406#insight-7","date_modified":"2026-10-23"}],"climate_tags":["national adaptation plan","human rights","climate justice","gender equality","indigenous rights","water security","food security","adaptive capacity"],"geography_discussed":["Brazil","Burkina Faso","Ethiopia","Fiji","Grenada","Kenya","Kiribati","Kuwait","Palestine","Saint Lucia","Sri Lanka","Saint Vincent and the Grenadines","Sudan","Suriname","Timor-Leste"],"frame_perspective":[],"analysis_type":["policy review","mapping study"]},{"id":"greeneur-000145","url":"https://climateinsightsdirectory.org/document/greeneur-000145","title":"Ndryshimet klimatike dhe migrimi: mite dhe realitete","publisher":{"name":"Green European Journal","organization":"green-european-journal"},"document_type":"research paper","language":"sq","date_published":"2022-03-29","source_url":"https://www.greeneuropeanjournal.eu/ndryshimet-klimatike-dhe-migrimi-mite-dhe-realitete/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The research paper analyzes the intersection of climate change and migration, challenging the narrative of inevitable mass migration from the Global South to the Global North. It highlights the lack of consensus on terminology, such as the contested use of 'climate refugees,' and notes that most climate-induced movement is internal. The author argues that voluntary, planned migration can serve as a positive adaptation strategy, benefiting migrants, origin communities, and destination areas. The document calls for coherent, multi-scalar governance and the integration of climate considerations into EU migration and development policies.","ai_generated":true,"unit":"greeneur-000145#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is no global consensus on the terminology or definition of people displaced by climate change. While 'climate refugees' was used to create urgency, it is contested by legal experts because the 1951 Geneva Convention does not recognize environmental degradation as a ground for refugee status.","ai_generated":true,"unit":"greeneur-000145#insight-1","date_modified":"2026-10-23"},{"text":"Quantitative predictions of climate-induced migration are highly debated and often based on deterministic assumptions. While a 2018 World Bank report estimated up to 143 million internal climate migrants in Sub-Saharan Africa, Latin America, and South Asia by 2050, the 2019 IPCC Special Report on the Ocean and Cryosphere expressed low confidence in quantitative migration projections.","ai_generated":true,"unit":"greeneur-000145#insight-2","date_modified":"2026-10-23"},{"text":"Scientific evidence contradicts the narrative of mass migration to Europe, suggesting that most people affected by climate change migrate within their own countries. International long-distance migration requires resources that many vulnerable populations lack, and environmental change may actually make migration less possible for some.","ai_generated":true,"unit":"greeneur-000145#insight-3","date_modified":"2026-10-23"},{"text":"Climate-induced displacement is not exclusive to the Global South; it is already occurring in North America and Europe. Modeling suggests that floods could displace an average of 15,000 people annually in Spain and over 28,000 in France.","ai_generated":true,"unit":"greeneur-000145#insight-4","date_modified":"2026-10-23"},{"text":"Voluntary and planned migration can be a viable adaptation strategy that creates a 'triple win' for migrants, origin communities (through financial remittances and reduced pressure on resources), and destination communities (by addressing aging populations and stimulating economies).","ai_generated":true,"unit":"greeneur-000145#insight-5","date_modified":"2026-10-23"},{"text":"Some governments are implementing proactive migration policies as adaptation measures. Kiribati's 'Migration with Dignity' policy focuses on education and skills to facilitate voluntary migration to New Zealand, while Vietnam, Sierra Leone, and Fiji are proposing planned internal relocation of vulnerable communities.","ai_generated":true,"unit":"greeneur-000145#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate migration","climate change adaptation","climate migrant","sea level rise","environmental degradation","climate finance","Paris Agreement"],"geography_discussed":["Europe","Spain","France","Kiribati","Vietnam","Sierra Leone","Fiji"],"frame_perspective":[],"analysis_type":["policy analysis","literature review"]},{"id":"zca-000034","url":"https://climateinsightsdirectory.org/document/zca-000034","title":"IPCC Sixth Assessment Report: Impacts, Adaptation and Vulnerability","publisher":{"name":"Zero Carbon Analytics","organization":"zero-carbon-analytics"},"document_type":"briefing","language":"en","date_published":"2022-02-18","source_url":"https://zerocarbon-analytics.org/science/ipcc-sixth-assessment-report-impacts-adaptation-and-vulnerability/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document outlines the escalating impacts of human-induced climate change on humans and ecosystems, emphasizing that the most marginalized populations are hit hardest. It highlights the role of 'attribution literature' in linking extreme weather to human activity and discusses the critical need for transformative adaptation and nature-based solutions. The briefing warns that the costs of inaction far exceed those of mitigation and adaptation, noting significant GDP losses in vulnerable nations and the potential for mass migration and biodiversity loss.","ai_generated":true,"unit":"zca-000034#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Climate change is driving regional impacts, including more frequent and intense heatwaves in Africa, disappearing glaciers and snow cover in Europe, and more frequent tropical cyclones and heavy rainfall in North and Central America.","ai_generated":true,"unit":"zca-000034#insight-1","date_modified":"2026-10-23"},{"text":"The expansion of 'attribution literature' has allowed scientists to directly link human-induced climate change to specific extreme weather events, such as the June 2021 Pacific Coast heatwave and severe flooding in Western Europe.","ai_generated":true,"unit":"zca-000034#insight-2","date_modified":"2026-10-23"},{"text":"Climate change is causing significant human displacement and migration; rising temperatures alone could force 3.5 billion people to live outside the climatic zones where humans have thrived for 6,000 years.","ai_generated":true,"unit":"zca-000034#insight-3","date_modified":"2026-10-23"},{"text":"Marginalized and poor populations are disproportionately affected, with mortality from floods, drought, and storms up to 15 times higher in the most affected countries compared to less affected ones.","ai_generated":true,"unit":"zca-000034#insight-4","date_modified":"2026-10-23"},{"text":"Environmental degradation is severe, with 25% of the world's total land area currently degraded and a potential for 95% of Earth's land areas to become degraded by 2050.","ai_generated":true,"unit":"zca-000034#insight-5","date_modified":"2026-10-23"},{"text":"Adaptation is essential but currently dominated by small changes rather than transformative ones, and there is a significant finance gap for developing countries where costs are five to 10 times greater than current public finance.","ai_generated":true,"unit":"zca-000034#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate impact","climate change adaptation","climate change vulnerability","extreme weather event","extreme event attribution","climate migration","biodiversity loss","land degradation","food security","nature-based solutions","climate finance","loss and damage","sustainable development"],"geography_discussed":["Africa","Europe","North America","Central America","United States","Canada","Siberia","Germany","Pacific Islands","Kiribati","New Zealand","Sudan","Indonesia","India","Bangladesh","Sri Lanka","Guatemala","Belize"],"frame_perspective":[],"analysis_type":["literature review","policy briefing"]}]}