{"query_echo":{"q":"","filters":{"analysis_type":["textual analysis"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'textual analysis' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":4,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=textual+analysis","stability":"beta","ai_marking":{"digital_source_type":{"uri":"http://cv.iptc.org/newscodes/digitalsourcetype/trainedAlgorithmicMedia","name":"Created using Generative AI"},"notice":"Summary and key insights are generated using artificial intelligence."},"results":[{"id":"sei-000876","url":"https://climateinsightsdirectory.org/document/sei-000876","title":"Governments reconcile oil and gas production with climate goals","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2024-12-09","source_url":"https://www.sei.org/publications/governments-reconcile-oil-gas-production-climate-goals/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The research analyzes how Nigeria and Colombia use specific narratives and discursive strategies to justify continued oil and gas expansion while maintaining climate commitments, highlighting the role of power relations in slowing the energy transition.","ai_generated":true,"unit":"sei-000876#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Governments in Nigeria and Colombia both utilize narratives that link oil and gas extraction to energy transitions, energy security, and development to justify hydrocarbon expansion.","ai_generated":true,"unit":"sei-000876#insight-1","date_modified":"2026-10-23"},{"text":"Nigeria employs an additional narrative focused on its international positioning, and both countries adapt their narratives based on specific historical and geographical political economies.","ai_generated":true,"unit":"sei-000876#insight-2","date_modified":"2026-10-23"},{"text":"National governments employ several specific discursive strategies to legitimize further oil and gas extraction, including the use of managerial and technocentric language, the naturalization of production, strategic use of scale, and the delegitimization of alternative futures for oil and gas.","ai_generated":true,"unit":"sei-000876#insight-3","date_modified":"2026-10-23"}],"climate_tags":["fossil fuel industry","energy transition","energy security","petroleum industry"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["critical discourse analysis","textual analysis"]},{"id":"wri-001726","url":"https://climateinsightsdirectory.org/document/wri-001726","title":"STATE OF THE NATIONALLY DETERMINED CONTRIBUTIONS: ENHANCING ADAPTATION AMBITION","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"research paper","language":"en","date_published":"2022-02","source_url":"https://files.wri.org/d8/s3fs-public/2022-03/enhancing-adaptation-ambition.pdf?VersionId=bjURD1jiqWpN3TcbudG7m2G2UtD5rDIc","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that while updated NDCs show increased country ownership, better alignment with national planning processes like National Adaptation Plans (NAPs), and a higher number of prioritized actions, most of these actions remain implementation-unready due to a lack of clear indicators, costs, and time frames. It highlights a general lack of understanding and explicit planning for transformative adaptation and a limited operationalization of 'Loss and Damage' concepts within national contexts.","ai_generated":true,"unit":"wri-001726#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Updated NDCs demonstrate increased country ownership and political commitment, characterized by more extensive consultations with government agencies and diverse stakeholder groups, and more frequent approval by high-level national political bodies.","ai_generated":true,"unit":"wri-001726#insight-1","date_modified":"2026-10-23"},{"text":"There is improved alignment between updated NDCs and other policy processes, particularly the National Adaptation Plan (NAP) process, which is more comprehensive than the NDC process in terms of identifying priorities.","ai_generated":true,"unit":"wri-001726#insight-2","date_modified":"2026-10-23"},{"text":"While the total number of prioritized adaptation actions has increased in updated NDCs—with significant focus on water, food and nutrition security, and nature-based solutions—most actions are not yet investment or implementation ready.","ai_generated":true,"unit":"wri-001726#insight-3","date_modified":"2026-10-23"},{"text":"Financial cost estimates for adaptation actions have increased between first and updated NDCs, but the data is limited to only 22 of the 86 assessed countries and lacks clear calculation methodologies.","ai_generated":true,"unit":"wri-001726#insight-4","date_modified":"2026-10-23"},{"text":"Updated NDCs show a considerable increase in the integration of gender equality, as well as a higher frequency of references to indigenous rights and local knowledge, although direct consultation with these groups during NDC development remains insufficient.","ai_generated":true,"unit":"wri-001726#insight-5","date_modified":"2026-10-23"},{"text":"References to 'Loss and Damage' (L&D) have not increased in frequency, and most countries lack a clear definition of the term, though there are more instances of actions to minimize losses, such as early warning systems.","ai_generated":true,"unit":"wri-001726#insight-6","date_modified":"2026-10-23"},{"text":"Transformative adaptation—defined as fundamental shifts in underlying systems—is largely absent from NDCs, with only five updated documents explicitly mentioning the term and a general lack of consensus on the concept.","ai_generated":true,"unit":"wri-001726#insight-7","date_modified":"2026-10-23"},{"text":"Monitoring, evaluation, and learning (MEL) information is appearing more frequently in updated NDCs, but the overall number of countries including such frameworks remains low.","ai_generated":true,"unit":"wri-001726#insight-8","date_modified":"2026-10-23"}],"climate_tags":["Nationally Determined Contributions","climate change adaptation","national adaptation plan","loss and damage","nature-based solutions","water management","climate finance","gender equality","indigenous rights"],"geography_discussed":["Chile","Panama","Papua New Guinea","Monaco","Andorra","Dominican Republic","Cambodia","Costa Rica","Kenya","Maldives","Zambia","Peru","Saint Lucia","Jamaica","Thailand","Argentina","Colombia","Fiji","Honduras","Rwanda","Morocco","Cape Verde","Vietnam"],"frame_perspective":[],"analysis_type":["comparative analysis","textual analysis","policy assessment"]},{"id":"sei-000921","url":"https://climateinsightsdirectory.org/document/sei-000921","title":"Justice through Polycentricity","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2020-02-11","source_url":"https://www.sei.org/publications/justice-through-polycentricity/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The research finds that while polycentricity in Pakistan allows non-state actors to voice diverse climate justice framings—including human rights and vulnerability—these perspectives are largely blocked from policy change by state power and a national strategy that prioritizes international justice over domestic inequalities.","ai_generated":true,"unit":"sei-000921#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Polycentric governance in Pakistan has expanded the space for non-state actors to introduce diverse climate justice framings, such as those focused on human rights, vulnerability, and transformation, whereas government actors primarily use an international framing.","ai_generated":true,"unit":"sei-000921#insight-1","date_modified":"2026-10-23"},{"text":"Despite the diversification of discourse, institutional barriers—including resource constraints, scale limits, and the state's dominant power—prevent non-state actors from translating these framings into policy. Consequently, Pakistan's national strategy emphasizes justice between nations while ignoring domestic poverty and inequality.","ai_generated":true,"unit":"sei-000921#insight-2","date_modified":"2026-10-23"},{"text":"The intergovernmental climate regime may strengthen the nation-state's preference for international justice framings, limiting the ability of national polycentric regimes to redistribute power or elevate local justice concerns during international negotiations.","ai_generated":true,"unit":"sei-000921#insight-3","date_modified":"2026-10-23"}],"climate_tags":["climate justice","climate policy","human rights"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["textual analysis","systematic coding"]},{"id":"sei-002233","url":"https://climateinsightsdirectory.org/document/sei-002233","title":"Connections between the Paris Agreement and the 2030 Agenda","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2019-09","source_url":"https://www.sei.org/wp-content/uploads/2019/08/connections-between-the-paris-agreement-and-the-2030-agenda.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The research analyzes 164 NDCs to determine their alignment with the 2030 Agenda for Sustainable Development. It finds that while NDCs often function as de facto sustainable development plans, there is significant institutional fragmentation and a lack of quantifiable targets. The analysis categorizes SDGs into tiers based on their connection to climate action, highlighting strong links in energy and land use, but critical gaps in social and political goals such as gender equality and poverty eradication.","ai_generated":true,"unit":"sei-002233#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The analysis of 164 NDCs identifies six SDGs with the strongest connections to climate activities: SDG 7 (affordable and clean energy), SDG 15 (life on land), SDG 2 (zero hunger), SDG 11 (sustainable cities and communities), SDG 6 (clean water and sanitation), and SDG 17 (partnerships for the goals).","ai_generated":true,"unit":"sei-002233#insight-1","date_modified":"2026-10-23"},{"text":"SDG 7 (affordable and clean energy) is the most prominent point of connection, with 16% of all NDC activities. Over 50% of these activities relate to increasing the share of sustainable energy in the global energy mix (SDG 7.2), and 34% contribute to improving energy efficiency (SDG 7.3).","ai_generated":true,"unit":"sei-002233#insight-2","date_modified":"2026-10-23"},{"text":"SDG 15 (life on land) is the second-strongest link, with 13% of activities focusing on forest management, ecosystem conservation, and afforestation. However, NDCs largely ignore species protection, invasive species, and genetic resources.","ai_generated":true,"unit":"sei-002233#insight-3","date_modified":"2026-10-23"},{"text":"SDG 2 (no hunger) is the third-strongest link, with 13% of activities. These primarily focus on climate-smart agriculture, but there is a lack of attention to ending malnutrition (SDG 2.2) and assuring productivity for the marginalized (SDG 2.3).","ai_generated":true,"unit":"sei-002233#insight-4","date_modified":"2026-10-23"},{"text":"SDG 11 (sustainable cities and communities) is linked to 9% of activities, with 82% of all NDCs including urbanization-related climate actions. The most prominent targets are sustainable transport (11.2), disaster risk management (11.5), and integrated urban planning (11.3).","ai_generated":true,"unit":"sei-002233#insight-5","date_modified":"2026-10-23"},{"text":"SDG 6 (clean water and sanitation) is linked to 9% of activities, which are overwhelmingly adaptation measures (87%). While water-use efficiency (SDG 6.4) is common, equitable access to sanitation and hygiene (SDG 6.2) receives the least attention.","ai_generated":true,"unit":"sei-002233#insight-6","date_modified":"2026-10-23"},{"text":"SDG 17 (partnerships for the goals) is connected to 7% of activities, with 86% of NDCs including relevant actions. The focus is primarily on financial resource mobilization, capacity building, and technology cooperation.","ai_generated":true,"unit":"sei-002233#insight-7","date_modified":"2026-10-23"},{"text":"Social and political goals are significantly under-represented in NDCs. Only 2% of activities address SDG 1 (no poverty), and only 56 countries include activities related to SDG 5 (gender equality). SDG 16 (peace, justice and strong institutions) has the fewest connections.","ai_generated":true,"unit":"sei-002233#insight-8","date_modified":"2026-10-23"},{"text":"There is a critical lack of quantification in climate commitments; only 12% of all stated NDC activities are quantified, meaning most targets are described in general terms.","ai_generated":true,"unit":"sei-002233#insight-9","date_modified":"2026-10-23"},{"text":"NDCs can be viewed as de facto sustainable development plans due to their broad scope, but they often lack explicit acknowledgement of trade-offs, such as the conflict between biofuel production (SDG 7) and food security (SDG 2).","ai_generated":true,"unit":"sei-002233#insight-10","date_modified":"2026-10-23"},{"text":"The document argues for increased policy coherence by aligning National Sustainable Development Strategies (NSDS's) with NDCs and utilizing the reporting structures of both the Paris Agreement (Global Stocktake) and the 2030 Agenda (Voluntary National Reviews).","ai_generated":true,"unit":"sei-002233#insight-11","date_modified":"2026-10-23"}],"climate_tags":["Paris Agreement","Sustainable Development Goals","Nationally Determined Contributions","climate change mitigation","climate change adaptation","renewable energy","energy efficiency","forest management","Climate-smart agriculture","urban planning","water management","climate finance","capacity building","biodiversity","gender equality"],"geography_discussed":["Sri Lanka","Moldova","Jordan"],"frame_perspective":[],"analysis_type":["global analysis","textual analysis","policy assessment"]}]}