{"query_echo":{"q":"","filters":{"geography":["Afghanistan"]},"warnings":[]},"total":{"value":290,"relation":"eq"},"page":5,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=Afghanistan&page=5","next":"https://climateinsightsdirectory.org/api/v1/search?geography=Afghanistan&page=6","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":"isdglo-000091","url":"https://climateinsightsdirectory.org/document/isdglo-000091","title":"Gen-Z & The Digital Salafi Ecosystem: Executive Summary","publisher":{"name":"Institute for Strategic Dialogue","organization":"institute-for-strategic-dialogue"},"document_type":"executive summary","language":"en","date_published":"2021","source_url":"https://www.isdglobal.org/wp-content/uploads/2021/11/Executive-summary.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed"],"summary":{"text":"The report identifies a rapidly growing, cross-platform Salafi ecosystem targeting Gen-Z, characterized by a shift from traditional long-form sermons to gamified and memetic content. It highlights the emergence of 'Islamogram' and the 'akh-right' subculture, which adopts alt-right aesthetics and tactics to wage a digital insurgency against liberal Muslims and democratic values. While much content remains focused on general religious guidance, the research identifies significant 'toxicity'—including sectarianism and misogyny—and notes a concerning convergence between Salafi and far-right online behaviors. The authors argue that traditional classifications of Salafism (quietist, politico, jihadist) are insufficient for this hybrid environment and recommend a move away from purely securitised responses toward a more nuanced, data-driven approach that addresses both the supply of charismatic influencers and the demand driven by legitimate socio-political grievances.","ai_generated":true,"unit":"isdglo-000091#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The online Salafi ecosystem is expanding rapidly across multiple platforms, with cumulative cross-platform followings reaching 117 million for Arabic accounts and 109 million for English accounts. Posting activity between October 2019 and July 2021 increased by 112% in Arabic and 110% in English communities, while German Salafi activity grew by 77%.","ai_generated":true,"unit":"isdglo-000091#insight-1","date_modified":"2026-10-23"},{"text":"A new 'alt-Salafi' threat called 'Islamogram' has emerged, consisting of over 160,000 members who blend Salafi ideas with alt-right memes and gaming subcultures. This 'akh-right' subculture uses a memetic toolbox—including 'shitposting' and 'brigading'—to target progressive Muslims, LGBTQ+ rights, and democracy.","ai_generated":true,"unit":"isdglo-000091#insight-2","date_modified":"2026-10-23"},{"text":"The nature of Salafi content varies by language and platform; while two-thirds of material is anodyne religious guidance, 'toxicity' is prevalent. English and German communities more frequently target non-Muslims (Jews and Christians), whereas Arabic-speaking communities focus on Muslim out-groups like Shia and Sufis. Telegram is identified as the platform with the highest proportion of toxic posts.","ai_generated":true,"unit":"isdglo-000091#insight-3","date_modified":"2026-10-23"},{"text":"Gen-Z Salafi communities exhibit an ambivalent relationship with violent extremism; they generally oppose ISIS, viewing them as 'khawarij', but express support for groups like Hamas and the Syria-based Hay’at Tahrir al-Sham. Some accounts have also supported the Taliban, referring to them as the 'Chadliban'.","ai_generated":true,"unit":"isdglo-000091#insight-4","date_modified":"2026-10-23"},{"text":"Traditional classifications of Salafism—quietist, politico, and jihadist—are deemed insufficient for understanding the hybridised, elastic nature of the digital ecosystem. The report argues that the threat extends beyond violent extremism to include polarisation, disinformation, and weaponised hate.","ai_generated":true,"unit":"isdglo-000091#insight-5","date_modified":"2026-10-23"},{"text":"The appeal of digital Salafism to Gen-Z is driven by both 'supply' and 'demand' factors. Demand is fueled by legitimate grievances, such as the 'Global War on Terror' and the persecution of Uighur Muslims in Xinjiang, while supply is driven by charismatic influencers and the use of 'based' countercultural aesthetics.","ai_generated":true,"unit":"isdglo-000091#insight-6","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Europe","North America","Germany","United States","People's Republic of China","Xinjiang","Syria","Afghanistan","Saudi Arabia"],"frame_perspective":[],"analysis_type":[]},{"id":"prio-001167","url":"https://climateinsightsdirectory.org/document/prio-001167","title":"Women Peace and Security Index","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"report","language":"en","date_published":"2021","source_url":"https://cdn.cloud.prio.org/files/c56d2663-980e-420f-9145-a9e5710cef3a/22 Tracking Sustainable Peace through Inclusion Justice and Security for Women.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The 2021 Women, Peace, and Security (WPS) Index reveals a slowing pace of global improvement and widening disparities in women's status. While developed countries, particularly Nordic nations, lead the index, fragile states and regions like South Asia perform poorly. The report highlights how the COVID-19 pandemic exacerbated existing inequalities, particularly through job losses in female-dominated sectors and increased risks of intimate partner violence. Additionally, new indices for forcibly displaced women and subnational data for Afghanistan, Pakistan, and the United States demonstrate that national averages often conceal severe internal disparities and the compounding disadvantages of displacement.","ai_generated":true,"unit":"prio-001167#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The 2021 WPS Index shows a widening gap between the highest and lowest performing countries, with Norway scoring .922 and Afghanistan scoring .278. This range is significantly wider than in 2017, when the top performer was only about twice as high as the worst.","ai_generated":true,"unit":"prio-001167#insight-1","date_modified":"2026-10-23"},{"text":"Global progress on women's inclusion, justice, and security has slowed, with the average index score rising by approximately 7 percent between 2017 and 2019, but only by about 3 percent between 2019 and 2021.","ai_generated":true,"unit":"prio-001167#insight-2","date_modified":"2026-10-23"},{"text":"South Asia is identified as the worst performing region in 2021, characterized by high levels of legal discrimination, intimate partner violence, and discriminatory norms, with fewer than 25% of women in paid work.","ai_generated":true,"unit":"prio-001167#insight-3","date_modified":"2026-10-23"},{"text":"The COVID-19 pandemic disproportionately affected women's employment, with estimated global losses of 5 percent for women compared to 3.9 percent for men in 2020. In Latin America and the Caribbean, 17 million women exited paid work.","ai_generated":true,"unit":"prio-001167#insight-4","date_modified":"2026-10-23"},{"text":"Pandemic lockdowns increased the risk of intimate partner violence. In Iran, prevalence rates of current intimate partner violence rose from 54 to 65 percent six months into the crisis.","ai_generated":true,"unit":"prio-001167#insight-5","date_modified":"2026-10-23"},{"text":"Forcibly displaced women in Ethiopia, Nigeria, Somalia, South Sudan, and Sudan face an average disadvantage of approximately 24 percent compared to host community women, with the largest gap found in South Sudan (42 percent).","ai_generated":true,"unit":"prio-001167#insight-6","date_modified":"2026-10-23"},{"text":"In Afghanistan, subnational disparities are stark, with provincial index scores ranging from .639 in Panjshir to .162 in Uruzgan. The lowest-ranking provinces are primarily in the southeast, where organized and intimate partner violence are highest.","ai_generated":true,"unit":"prio-001167#insight-7","date_modified":"2026-10-23"},{"text":"In Pakistan, provincial performance mirrors income and poverty levels, with Punjab scoring the highest (.734) and Balochistan the lowest (.194). Balochistan also reports the highest rates of both organized violence and intimate partner violence.","ai_generated":true,"unit":"prio-001167#insight-8","date_modified":"2026-10-23"},{"text":"The United States exhibits significant state-level variation, with Massachusetts scoring more than four times better than Louisiana. Racial disparities are prominent, particularly in maternal mortality, where Black women experience higher rates than white women in all states with data.","ai_generated":true,"unit":"prio-001167#insight-9","date_modified":"2026-10-23"},{"text":"There is a strong correlation (.83) between the WPS Index and the ND-GAIN Index, suggesting that countries with better protections for women are better positioned to mitigate climate change threats.","ai_generated":true,"unit":"prio-001167#insight-10","date_modified":"2026-10-23"},{"text":"Global levels of organized violence have declined since a 2014 peak, but the number of conflicts has increased, with 56 state-based and 72 nonstate conflicts recorded in 2020.","ai_generated":true,"unit":"prio-001167#insight-11","date_modified":"2026-10-23"},{"text":"Women's parliamentary representation has increased globally from 20 to 26 percent since 2017, though Papua New Guinea was the only country with no women in parliament in 2021.","ai_generated":true,"unit":"prio-001167#insight-12","date_modified":"2026-10-23"}],"climate_tags":["climate change","climate resilience","gender equality","social protection"],"geography_discussed":["Norway","Afghanistan","South Asia","Middle East and North Africa","sub-Saharan Africa","Latin America and the Caribbean","United States","Pakistan","Ethiopia","Nigeria","Somalia","South Sudan","Sudan"],"frame_perspective":[],"analysis_type":["comparative analysis","index-based assessment","subnational analysis","trend analysis"]},{"id":"prio-001271","url":"https://climateinsightsdirectory.org/document/prio-001271","title":"China’s engagement in the Middle East","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"policy brief","language":"en","date_published":"2021","source_url":"https://cdn.cloud.prio.org/files/b4195ad9-0042-4320-a51f-7100d7289d29/Carrozza and Anstorp - Protecting Interests in Highly Volatile Countries PRIO Policy Brief 13-2021.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"China's engagement in Iraq and Syria is primarily driven by economic logic and the Belt and Road Initiative, though it increasingly faces security risks from terrorism and political instability. In Iraq, China has become a top trading partner with a heavy focus on oil, while in Syria, it provides political cover for the Assad regime and explores limited reconstruction opportunities. The document argues that China lacks a unified regional strategy, instead employing a cautious, pragmatic, and piecemeal approach that balances economic opportunism with a traditional policy of non-interference, though the need to protect assets may eventually push Beijing toward more active counter-terrorism efforts.","ai_generated":true,"unit":"prio-001271#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"China's involvement in Iraq and Syria is characterized by a lack of a cohesive strategy, consisting instead of opportunistic, fragmented efforts to secure economic gains.","ai_generated":true,"unit":"prio-001271#insight-1","date_modified":"2026-10-23"},{"text":"In Iraq, China has established itself as a major trading partner, with Iraq providing 10.9% of all Chinese crude oil imports as of 2020, despite the risks of oil installations being targeted by militias and corrupt officials.","ai_generated":true,"unit":"prio-001271#insight-2","date_modified":"2026-10-23"},{"text":"China's security engagement in Iraq includes supporting the fight against Islamist terrorism through personnel training, USD 10 million in humanitarian aid, and the sale of 12 Caihong-4B armed unmanned aerial vehicles and 100 FT-9 guided bombs in 2014.","ai_generated":true,"unit":"prio-001271#insight-3","date_modified":"2026-10-23"},{"text":"In Syria, China provides significant political support to the Assad regime, including using its UN Security Council veto to oppose coercive measures and acknowledging Assad's May 2021 reelection.","ai_generated":true,"unit":"prio-001271#insight-4","date_modified":"2026-10-23"},{"text":"China's interest in Syrian reconstruction is cautious and limited, including a 2017 pledge of USD 2 billion for industrial parks and a desire to develop ports to find Mediterranean access alternatives to the Suez Canal.","ai_generated":true,"unit":"prio-001271#insight-5","date_modified":"2026-10-23"},{"text":"Beijing is concerned that militant Islamist activities in the Middle East, as well as in Pakistan and Afghanistan, could destabilize its investments and spill over into the Xinjiang region.","ai_generated":true,"unit":"prio-001271#insight-6","date_modified":"2026-10-23"},{"text":"The necessity of safeguarding citizens and investments in volatile states may force China to increase its counter-terrorism activities, potentially challenging its long-standing policy of non-interference.","ai_generated":true,"unit":"prio-001271#insight-7","date_modified":"2026-10-23"}],"climate_tags":["energy security","petroleum industry","geopolitics"],"geography_discussed":["Middle East","Xinjiang","Libya","Lebanon","Gulf of Aden","Pakistan","Afghanistan","Erbil"],"frame_perspective":[],"analysis_type":["policy brief","comparative case study"]},{"id":"prio-001621","url":"https://climateinsightsdirectory.org/document/prio-001621","title":"Sweden as an Elected Member of the UN Security Council","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"research paper","language":"en","date_published":"2021","source_url":"https://cdn.cloud.prio.org/files/183474d6-2990-4c2f-9bf9-a6b9a58b8dbc/Olsson et al - Sweden as an Elected Member of the UN Security Council PRIO Paper 2021.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes Sweden's 2017–2018 term on the UN Security Council, examining how a small state can influence the body's outcomes regarding Women, Peace and Security (WPS). It details Sweden's strategic approach—rooted in its feminist foreign policy—to move WPS from a thematic 'add-on' to 'core Council business' by integrating actionable language into regular resolutions, particularly those concerning peacekeeping and political mission mandates. The authors provide a framework for assessing the impact of elected members (E10) through criteria of frequency, clarity, and priority of resolution language, while outlining the tactical maneuvering required to navigate P5 power dynamics and UNSC working methods.","ai_generated":true,"unit":"prio-001621#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Sweden's primary objective during its 2017–2018 UNSC term was to ensure that Women, Peace and Security (WPS) became \"core Council business,\" shifting the focus from normative thematic development to the practical implementation of existing decisions.","ai_generated":true,"unit":"prio-001621#insight-1","date_modified":"2026-10-23"},{"text":"Sweden's WPS strategy was explicitly linked to its feminist foreign policy, which aimed to strengthen women's rights, increase their access to resources, and improve their representation.","ai_generated":true,"unit":"prio-001621#insight-2","date_modified":"2026-10-23"},{"text":"To operationalize its goals, Sweden focused on improving the language in regular UNSC outcomes, specifically targeting mandates for peacekeeping operations and political missions to move from generic statements to actionable language.","ai_generated":true,"unit":"prio-001621#insight-3","date_modified":"2026-10-23"},{"text":"Sweden utilized its UNSC presidency in July 2018 to advance the practice of inviting women from civil society organizations as briefers, achieving a complete male/female balance of briefers for the first time.","ai_generated":true,"unit":"prio-001621#insight-4","date_modified":"2026-10-23"},{"text":"The report identifies five types of effects an elected member (E10) can seek in the UNSC: raising visibility, championing new thematic resolutions, reshaping working methods, strengthening sanction criteria, and promoting integration into regular resolutions and statements.","ai_generated":true,"unit":"prio-001621#insight-5","date_modified":"2026-10-23"},{"text":"Sweden successfully introduced special listing criteria for sexual violence into UN sanctions regimes for Libya, South Sudan, and the Central African Republic.","ai_generated":true,"unit":"prio-001621#insight-6","date_modified":"2026-10-23"},{"text":"Quantitative analysis of resolutions from 2016 to 2019 shows a slight increase in the percentage of resolutions containing WPS references starting in late 2017, with a notable increase in references to participation and gender mainstreaming relative to protection.","ai_generated":true,"unit":"prio-001621#insight-7","date_modified":"2026-10-23"},{"text":"Despite increased frequency, the report finds that most WPS language in resolutions remains generic and lacks specific, actionable tasks, often appearing in the preamble rather than the operative sections.","ai_generated":true,"unit":"prio-001621#insight-8","date_modified":"2026-10-23"},{"text":"Sweden's effectiveness was bolstered by high-level political backing and the personal credibility of Foreign Minister Margot Wallström, who had previously served as the UN Special Representative on Sexual Violence in Conflict.","ai_generated":true,"unit":"prio-001621#insight-9","date_modified":"2026-10-23"},{"text":"Sweden emphasized the importance of the Informal Expert Group (IEG) on WPS over Arria Formula Meetings to prioritize an integrative approach over a campaign-driven one.","ai_generated":true,"unit":"prio-001621#insight-10","date_modified":"2026-10-23"}],"climate_tags":["gender mainstreaming","international law","human rights"],"geography_discussed":["Central African Republic","South Sudan","Libya","Syria","Democratic Republic of the Congo","Sudan","Iraq","Mali","Afghanistan"],"frame_perspective":[],"analysis_type":["case study","quantitative content analysis","qualitative interview analysis"]},{"id":"seforall-000130","url":"https://climateinsightsdirectory.org/document/seforall-000130","title":"Energizing Finance: Understanding the Landscape","publisher":{"name":"Sustainable Energy for All","organization":"sustainable-energy-for-all"},"document_type":"executive summary","language":"en","date_published":"2021","source_url":"https://www.seforall.org/system/files/2021-10/EF-2021-UL-ES-SEforALL.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that energy finance in high-impact countries (HICs) is critically insufficient to meet SDG7 targets. In 2019, tracked electricity finance in HICs fell to USD 32 billion, with residential access funding at only one-third of the required annual investment. Clean cooking investment has stagnated around USD 130 million annually, far below the USD 4.5 billion needed. While there is a positive shift away from fossil fuel electricity generation and an increase in private finance for clean cooking, significant gaps remain, particularly in Sub-Saharan Africa. The report advocates for increased climate resilience in infrastructure, the scaling of decentralized energy solutions, and the integration of clean cooking into national climate policies and NDCs.","ai_generated":true,"unit":"seforall-000130#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Tracked finance for electricity in high-impact countries (HICs) declined by 27 percent in 2019, falling to USD 32 billion from USD 43.6 billion in 2018. Of this, residential electricity access received USD 12.9 billion, which is less than one-third of the estimated USD 41 billion annual investment required globally to reach universal access by 2030.","ai_generated":true,"unit":"seforall-000130#insight-1","date_modified":"2026-10-23"},{"text":"Electricity finance in HICs shifted toward Paris Agreement-aligned solutions in 2019, with grid-connected fossil fuel commitments dropping from 50 percent of total electricity finance in 2018 to 25 percent in 2019. Additionally, finance for transmission and distribution infrastructure reached its highest level since 2013.","ai_generated":true,"unit":"seforall-000130#insight-2","date_modified":"2026-10-23"},{"text":"Finance for decentralized electricity solutions, including off-grid and mini-grids, remains critically low, representing only 0.9 percent of tracked electricity finance. Bilateral and multilateral development finance institution (DFI) commitments to this sector plummeted from USD 260 million in 2018 to USD 34 million in 2019.","ai_generated":true,"unit":"seforall-000130#insight-3","date_modified":"2026-10-23"},{"text":"Clean cooking investment is chronically underfunded, with annual tracked commitments in HICs stagnating around USD 130 million between 2015 and 2019, far below the USD 4.5 billion annual requirement for universal access. This investment is heavily concentrated in a few countries and projects, with 70 percent of finance for Bangladesh and Kenya coming from just seven projects.","ai_generated":true,"unit":"seforall-000130#insight-4","date_modified":"2026-10-23"},{"text":"Private sector investment in clean cooking reached a peak of USD 56 million in 2019, increasing from USD 32 million in 2018. However, improved cookstoves (ICS) attracted no tracked private investment in 2019, despite attracting 58 percent of public finance.","ai_generated":true,"unit":"seforall-000130#insight-5","date_modified":"2026-10-23"},{"text":"Clean cooking is largely absent from national climate strategies; only 43 of 165 countries mention cooking and cookstoves in their Nationally Determined Contributions (NDCs) submitted to the UNFCCC, and only 12 of the high-impact countries include them.","ai_generated":true,"unit":"seforall-000130#insight-6","date_modified":"2026-10-23"},{"text":"A case study of Mozambique highlights the vulnerability of centralized electricity systems to climate change, noting that the Cahora Bassa dam provides over 50 percent of the country's supply via a single transmission line. The study suggests diversifying into renewables and decentralized solutions to increase resilience.","ai_generated":true,"unit":"seforall-000130#insight-7","date_modified":"2026-10-23"}],"climate_tags":["clean cooking","climate finance","renewable energy","Mini-grids","fossil fuel finance","climate resilience","Nationally Determined Contributions","Blended Finance","energy transition"],"geography_discussed":["Nepal"],"frame_perspective":[],"analysis_type":["financial analysis","case study"]},{"id":"wwf-000516","url":"https://climateinsightsdirectory.org/document/wwf-000516","title":"A SPATIALLY EXPLICIT REVIEW OF THE STATE OF KNOWLEDGE IN THE SNOW LEOPARD RANGE","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"report","language":"en","date_published":"2021","source_url":"https://www.worldwildlife.org/documents/658/4octxor1ep_Report_Over_100_Years_of_Snow_Leopard_Research_May_12__2021.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"A review of snow leopard research from 1904 to 2020 reveals that while publications have increased exponentially since the 1970s, knowledge is concentrated in a few hotspots, covering less than 23% of the species' range. Research is heavily skewed toward ecological surveys of abundance and distribution, with significant gaps in social science, disease ecology, and empirical evidence regarding the effectiveness of conservation interventions.","ai_generated":true,"unit":"wwf-000516#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Research on snow leopards has increased exponentially since the 1970s, but remains spatially concentrated in a few hotspots, leaving more than 77% of the snow leopard range unresearched.","ai_generated":true,"unit":"wwf-000516#insight-1","date_modified":"2026-10-23"},{"text":"Nepal, India, and China have produced the highest volume of snow leopard research, with Nepal having the highest proportion of its national habitat covered by research at 74%.","ai_generated":true,"unit":"wwf-000516#insight-2","date_modified":"2026-10-23"},{"text":"Ecological research dominates the literature, specifically focusing on the abundance and distribution of snow leopards and prey species, while social science research has grown more slowly since the 1990s.","ai_generated":true,"unit":"wwf-000516#insight-3","date_modified":"2026-10-23"},{"text":"Despite the focus on abundance, less than 3% of the snow leopard range has been surveyed using rigorous, scientifically acceptable population-density estimation methods such as camera traps, genetics, and radio-telemetry.","ai_generated":true,"unit":"wwf-000516#insight-4","date_modified":"2026-10-23"},{"text":"There is a critical lack of empirical evidence evaluating the effectiveness of conservation actions; only four studies were identified that specifically evaluated the results of conservation interventions.","ai_generated":true,"unit":"wwf-000516#insight-5","date_modified":"2026-10-23"},{"text":"Climate change is predicted to significantly reduce snow leopard habitats by 2070, with only 35% of the current range expected to remain as stable climate refugia.","ai_generated":true,"unit":"wwf-000516#insight-6","date_modified":"2026-10-23"},{"text":"Human-wildlife conflict is a major threat, with an estimated 221 to 450 snow leopards killed annually, 55% of which are retaliatory killings due to livestock predation.","ai_generated":true,"unit":"wwf-000516#insight-7","date_modified":"2026-10-23"},{"text":"Only 14–19% of the snow leopard range is covered by Protected Areas, and 40% of those areas are smaller than the average home range of a single adult leopard.","ai_generated":true,"unit":"wwf-000516#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change","biodiversity conservation"],"geography_discussed":["People's Republic of China","India","Nepal","Mongolia","Pakistan","Russia","Bhutan","Kazakhstan","Kyrgyzstan","Tajikistan","Afghanistan","Uzbekistan","Hemis National Park","Spiti Valley","Annapurna Conservation Area","Tost Mountains"],"frame_perspective":[],"analysis_type":["literature review","spatial analysis","gap analysis"]},{"id":"seforall-000049","url":"https://climateinsightsdirectory.org/document/seforall-000049","title":"The Recover Better with Sustainable Energy Guide for South Asian Countries","publisher":{"name":"Sustainable Energy for All","organization":"sustainable-energy-for-all"},"document_type":"guide","language":"en","date_published":"2020-12-17","source_url":"https://www.seforall.org/data-and-evidence/recover-better-south-asia","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The guide addresses the energy access gaps in South Asia, noting that the pandemic threatens to reverse development progress and increase extreme poverty. It emphasizes the need for improved electricity and clean cooking access across the region, with the exception of Bhutan and the Maldives, to ensure a sustainable recovery.","ai_generated":true,"unit":"seforall-000049#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The COVID-19 pandemic threatens to reverse development gains in South Asia, with an estimated 132 million people potentially pushed into extreme poverty and the regional economy projected to shrink for the first time in forty years.","ai_generated":true,"unit":"seforall-000049#insight-1","date_modified":"2026-10-23"},{"text":"Significant energy access gaps persist in South Asia, where approximately 990 million people lack clean cooking solutions and most countries, excluding Bhutan and the Maldives, must increase efforts to provide electricity access, especially in rural areas.","ai_generated":true,"unit":"seforall-000049#insight-2","date_modified":"2026-10-23"}],"climate_tags":["clean cooking","Nationally Determined Contributions","Paris Agreement","Sustainable Development Goals"],"geography_discussed":["Afghanistan","Bangladesh","Bhutan","India","Maldives","Nepal","Pakistan","Sri Lanka","Asia"],"frame_perspective":[],"analysis_type":["policy guide"]},{"id":"glorespar-000092","url":"https://climateinsightsdirectory.org/document/glorespar-000092","title":"Scaling and Supporting Innovative Finance for Resilience in Fragile and Conflict-Prone Regions","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"guide","language":"en","date_published":"2020-12-02","source_url":"https://www.globalresiliencepartnership.org/wp-content/uploads/2020/12/guidelines-for-applicants-1.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The Global Resilience Partnership (GRP), in collaboration with the UNDP and GEF, is seeking Expressions of Interest from organizations managing innovative finance mechanisms in fragile and conflict-prone regions. The initiative aims to support private sector solutions that address the 'triple threat' of COVID-19, climate change-induced extreme weather, and geopolitical instability. Selected organizations will receive grants, technical assistance from a multidisciplinary mentoring facility, and networking opportunities to improve the scale and effectiveness of their funds. Eligible mechanisms must be based in specific Least Developed Countries (LDCs), demonstrate a sustainable revenue model, and focus on the intersection of climate adaptation, food and water security, and disaster risk reduction.","ai_generated":true,"unit":"glorespar-000092#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The program targets the 'triple threat' facing fragile and conflict-prone regions, where the effects of COVID-19 and climate change-driven extreme weather exacerbate geopolitical instability and challenges to food and water security.","ai_generated":true,"unit":"glorespar-000092#insight-1","date_modified":"2026-10-23"},{"text":"The initiative specifically seeks to support innovative financial mechanisms, such as revolving funds and blended finance (including soft loans, grants, and matching funding), provided they have a viable path to a sustainable revenue model.","ai_generated":true,"unit":"glorespar-000092#insight-2","date_modified":"2026-10-23"},{"text":"Selected organizations will receive a grant and access to a multidisciplinary mentoring and knowledge sharing facility featuring experts in finance, resilience, development, and peace and stability to help optimize scaling and business plans.","ai_generated":true,"unit":"glorespar-000092#insight-3","date_modified":"2026-10-23"},{"text":"To be eligible, finance mechanisms must be based in specific Least Developed Countries (LDCs), including nations such as Afghanistan, Ethiopia, Yemen, and Haiti, and must demonstrate a 'do no harm' approach to communities and ecosystems.","ai_generated":true,"unit":"glorespar-000092#insight-4","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","Blended Finance","disaster risk reduction","food security","water security","private investment","climate resilience"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["guidelines"]},{"id":"prio-001224","url":"https://climateinsightsdirectory.org/document/prio-001224","title":"Women’s Participation in Peace Processes","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"briefing","language":"en","date_published":"2020-11-19","source_url":"https://cdn.cloud.prio.org/files/caa7a270-2f7a-46b7-8ecf-db366ad4def4/Backgrounder 1 Ahmad and Tank 2020 _ Womens Participation in Peace Processes.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed"],"summary":{"text":"The document argues that women's inclusion in peace processes increases the likelihood of reaching and sustaining agreements, though global participation rates remain low. It identifies three prerequisites for substantive representation: a specific agenda, access to the process, and advocacy by powerful actors. The briefing details various modes of inclusion, noting that independent women-only delegations are more effective than observer status, and outlines systemic barriers including cultural norms, economic constraints, and higher participation criteria imposed by mediators.","ai_generated":true,"unit":"prio-001224#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Women's participation is positively correlated with the success and longevity of peace agreements. Specifically, agreements are 64% less likely to fail when women participate, and the probability of an agreement lasting at least two years increases by 20%, while the probability of it lasting 15 years increases by 35%.","ai_generated":true,"unit":"prio-001224#insight-1","date_modified":"2026-10-23"},{"text":"Despite the benefits, global trends in women's participation in major peace processes between 1992 and 2019 show minimal progress, with women making up only 13% of negotiators, 6% of mediators, and 6% of signatories.","ai_generated":true,"unit":"prio-001224#insight-2","date_modified":"2026-10-23"},{"text":"Substantive representation of women in negotiated peace processes requires three simultaneous conditions: a specific (preferably written) agenda, multifaceted and direct access to the process, and advocacy from powerful actors who can frame women's issues as central to larger objectives.","ai_generated":true,"unit":"prio-001224#insight-3","date_modified":"2026-10-23"},{"text":"Different modes of inclusion yield varying levels of influence. Direct representation is most effective when women have independent delegations or coordinate across delegations. In contrast, observer status rarely influences the process, and consultations require formal links to the negotiation table to be effective.","ai_generated":true,"unit":"prio-001224#insight-4","date_modified":"2026-10-23"},{"text":"Women face significant systemic barriers to participation, including cultural norms that view their engagement as \"difficult\" or \"dangerous\", economic hurdles like transportation costs, and lack of education. Additionally, mediators have sometimes imposed higher criteria for women's groups than for other civil society organizations, such as requiring they represent the full diversity of women country-wide.","ai_generated":true,"unit":"prio-001224#insight-5","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Nepal","Afghanistan","Liberia","Sierra Leone","Northern Region","Syria"],"frame_perspective":[],"analysis_type":[]},{"id":"iisd-002436","url":"https://climateinsightsdirectory.org/document/iisd-002436","title":"Managing Infrastructure Through Stewardship","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"research paper","language":"en","date_published":"2020-10-22","source_url":"https://www.iisd.org/articles/deep-dive/managing-infrastructure-through-stewardship","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The paper advocates for a shift from public-private partnerships (PPPs) to an 'infrastructure business' model based on stewardship. It suggests that PPPs lack the flexibility needed for a changing world, citing the efficiency of PAYGO solar systems over traditional grids. To ensure these businesses align with community needs, the author proposes four management tools: requiring periodic master plans, using impact management frameworks like the Impact Management Project (IMP), ensuring independence in decision-making, and enhancing accountability through open data and transparency initiatives such as CoST and GRESB.","ai_generated":true,"unit":"iisd-002436#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Public-private partnerships (PPPs) are considered unsuitable for a changing global environment because they prioritize contract certainty over the flexibility required to adapt to new circumstances.","ai_generated":true,"unit":"iisd-002436#insight-1","date_modified":"2026-10-23"},{"text":"The growth of Pay-As-You-Go (PAYGO) solar systems challenges the traditional assumption that power must be delivered from a central source via a grid; for example, MWEZI provided clean energy to 180,000 people in Kenya using this model.","ai_generated":true,"unit":"iisd-002436#insight-2","date_modified":"2026-10-23"},{"text":"Governments can ensure privatized infrastructure aligns with future needs by requiring master plans every 3–5 years, a practice exemplified by Australia's Airports Act 1996.","ai_generated":true,"unit":"iisd-002436#insight-3","date_modified":"2026-10-23"},{"text":"To embed sustainability into corporate strategy, the document suggests using the Impact Management Project (IMP) framework, which evaluates impact across five dimensions: What, Who, How Much, Contribution, and Risk.","ai_generated":true,"unit":"iisd-002436#insight-4","date_modified":"2026-10-23"},{"text":"Open data sharing between cities and infrastructure operators is essential for disaster risk management and climate change adaptation, supporting the goals of the Sendai Framework for Disaster Risk Reduction.","ai_generated":true,"unit":"iisd-002436#insight-5","date_modified":"2026-10-23"},{"text":"The Infrastructure Transparency Initiative (CoST) can reduce corruption and costs; in Afghanistan, independent engineering reviews of 101 projects led to cumulative savings of USD 8.3 million in 2018/19.","ai_generated":true,"unit":"iisd-002436#insight-6","date_modified":"2026-10-23"},{"text":"The GRESB Infrastructure Asset Assessment allows governments to benchmark the environmental, social, and governance (ESG) performance of infrastructure assets against global standards.","ai_generated":true,"unit":"iisd-002436#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","disaster risk reduction","green infrastructure","public–private partnership"],"geography_discussed":["Kenya","Australia","United Kingdom","Afghanistan","Brisbane"],"frame_perspective":[],"analysis_type":["policy analysis","management framework"]},{"id":"gclifun-005176","url":"https://climateinsightsdirectory.org/document/gclifun-005176","title":"Afghanistan Rural Energy Market Transformation Initiative – Strengthening Resilience of Livelihoods Through Sustainable Energy Access","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2020-08-21","source_url":"https://www.greenclimate.fund/sites/default/files/document/fp129-undp-afghanistan_0.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Afghanistan Rural Energy Market Transformation Initiative aims to reduce reliance on diesel and kerosene in rural areas by transitioning to renewable energy mini-grids. The project focuses on a three-phased approach, starting with a pilot phase that includes the construction of three solar mini-grids with a combined capacity of 2.6 MW in Kandahar, Parwan, and Khost. To ensure long-term sustainability and private sector engagement, the initiative will develop a mini-grid policy, technical standards, and a financial de-risking framework, including a viability gap funding mechanism. It also establishes a 'Rural Electrification Department' under the national utility DABS and provides capacity building for Renewable Energy Service Companies (RESCOs). The project expects to benefit 49,000 people and reduce emissions by 173,082 tCO2eq over 25 years.","ai_generated":true,"unit":"gclifun-005176#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The project will implement three greenfield solar mini-grids in the provinces of Kandahar, Parwan, and Khost with a total combined capacity of 2.6 MW, targeting 49,000 beneficiaries, including 23,500 women.","ai_generated":true,"unit":"gclifun-005176#insight-1","date_modified":"2026-10-23"},{"text":"The initiative is expected to reduce greenhouse gas emissions by 173,082 tCO2eq over the 25-year lifespan of the three solar mini-grids by replacing diesel and kerosene fuel.","ai_generated":true,"unit":"gclifun-005176#insight-2","date_modified":"2026-10-23"},{"text":"The project employs a three-phased market development process: a first pilot phase using a semi-utility ownership model with outsourced O&M, followed by a scale-up phase with private sector ownership (BOOT/BOO models), and a final maturity phase with minimal public support.","ai_generated":true,"unit":"gclifun-005176#insight-3","date_modified":"2026-10-23"},{"text":"To address the lack of institutional frameworks, the project will facilitate the creation of a separate Rural Electrification Department (RED) under the national utility Da Afghanistan Breshna Sherkat (DABS).","ai_generated":true,"unit":"gclifun-005176#insight-4","date_modified":"2026-10-23"},{"text":"A financial de-risking framework will be designed to improve the viability of mini-grids, specifically proposing a viability gap funding mechanism to make projects attractive to private investors.","ai_generated":true,"unit":"gclifun-005176#insight-5","date_modified":"2026-10-23"},{"text":"The project will establish an 'upscaling platform' to enable future expansion, consisting of a practical development manual, an online data sharing platform, and technical investment design reports for five additional mini-grids (three solar and two hydro).","ai_generated":true,"unit":"gclifun-005176#insight-6","date_modified":"2026-10-23"},{"text":"Private sector capacity will be strengthened through the training of Renewable Energy Service Companies (RESCOs) in technical design, installation, and business models to move beyond simple O&M services.","ai_generated":true,"unit":"gclifun-005176#insight-7","date_modified":"2026-10-23"},{"text":"The total financing for the project is 21,398,843 USD, with a GCF grant request of 17,198,843 USD and co-financing of 4,200,000 USD from the Ministry of Rural Rehabilitation and Development (MRRD) and UNDP.","ai_generated":true,"unit":"gclifun-005176#insight-8","date_modified":"2026-10-23"}],"climate_tags":["solar energy","Mini-grids","renewable energy","climate finance","energy access","greenhouse gas emissions","climate resilience","hydropower"],"geography_discussed":["Kandahar Province","Parwan Province","Khost Province","Bamyan Province","Laghman Province","Paktika Province","Uruzgan Province","Daykundi Province"],"frame_perspective":[],"analysis_type":["funding proposal","market transformation strategy","technical and financial feasibility"]},{"id":"costratri-000228","url":"https://climateinsightsdirectory.org/document/costratri-000228","title":"Converging Risks in South Asia: Is a Disruptive Transition on the Horizon?","publisher":{"name":"The Council on Strategic Risks","organization":"the-council-on-strategic-risks"},"document_type":"briefing","language":"en","date_published":"2020-07","source_url":"https://councilonstrategicrisks.org/wp-content/uploads/2020/07/Converging-Risks-in-South-Asia_Is-a-Disruptive-Transition-on-the-Horizon_BRIEFER-9_2020_7_BRIEFER-9_2020_7-2.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The briefing analyzes the intersection of climate change, the COVID-19 pandemic, economic instability, deteriorating governance, and nuclear-armed geopolitical tensions in South Asia. It argues that these converging risks create non-linear dynamics that could lead to a systemic collapse or 'regime shift,' posing significant spillover risks to the global international system.","ai_generated":true,"unit":"costratri-000228#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"South Asia faces severe earth systems risks, with Pakistan, Bangladesh, and Nepal ranked among the top ten countries globally for climate-magnified events between 1999 and 2018, and India ranked 5th in the 2020 Climate Risk Index.","ai_generated":true,"unit":"costratri-000228#insight-1","date_modified":"2026-10-23"},{"text":"Climate change is creating existential threats and systemic instability, specifically threatening the Maldives with submersion by the end of the century and causing an acute water crisis in Pakistan affecting the Indus river delta and Karachi.","ai_generated":true,"unit":"costratri-000228#insight-2","date_modified":"2026-10-23"},{"text":"Economic vulnerabilities are acute across the region: India faced its first projected negative GDP growth since 1961 due to a structural slowdown and the pandemic, while Bangladesh's garment industry, which represents 80% of its exports, faces severe contraction.","ai_generated":true,"unit":"costratri-000228#insight-3","date_modified":"2026-10-23"},{"text":"Governance is declining due to the rise of majoritarian ethnic nationalism and the erosion of democratic institutions in India, Pakistan, Bangladesh, and Sri Lanka.","ai_generated":true,"unit":"costratri-000228#insight-4","date_modified":"2026-10-23"},{"text":"Inter-state conflict risk is escalating as South Asia becomes a theater for frictions between a Beijing-Islamabad alliance and New Delhi, characterized by the first military skirmishes with casualties between India and China in four decades.","ai_generated":true,"unit":"costratri-000228#insight-5","date_modified":"2026-10-23"},{"text":"The stability of nuclear deterrence in the region is degrading as India's strategic restraint has weakened and Pakistan has adopted tactical nuclear weapons.","ai_generated":true,"unit":"costratri-000228#insight-6","date_modified":"2026-10-23"},{"text":"The interaction of these risks may trigger a 'regime shift'—a disruptive transition to a different state of security—which would create global spillover effects due to deep international interdependence.","ai_generated":true,"unit":"costratri-000228#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate change","sea level rise","flood","drought","tropical cyclone","water security","food security","renewable energy","solar energy","greenhouse gas emissions"],"geography_discussed":["People's Republic of China","United States","Karachi","Indonesia","Egypt","Kashmir","Afghanistan","Japan","Australia"],"frame_perspective":[],"analysis_type":["risk assessment","geopolitical analysis"]},{"id":"prio-001625","url":"https://climateinsightsdirectory.org/document/prio-001625","title":"Children Affected by Armed Conflict, 1990–2019","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"policy brief","language":"en","date_published":"2020-06","source_url":"https://cdn.cloud.prio.org/files/b54b2f6f-84d9-4745-abbe-5bc07fba2c4d/Ostby Rustad and Tollefsen - Children Affected by Armed Conflict 1990-2019 - Conflict Trends 6-2020.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The report finds that 1.61 billion children lived in conflict-affected countries in 2019, with 426 million residing in specific conflict zones (within 50 km of fighting). Africa has the highest absolute number of affected children, while the Middle East has the highest proportional share. The number of children in conflict zones has generally increased since the 1990s, with millions exposed to continuous conflict throughout their childhood.","ai_generated":true,"unit":"prio-001625#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In 2019, approximately 1.61 billion children, representing 69% of the global child population, lived in conflict-affected countries. This is an increase of nearly 100 million from 2018, driven by low-level conflict events in countries including South Africa, Honduras, Liberia, and Peru.","ai_generated":true,"unit":"prio-001625#insight-1","date_modified":"2026-10-23"},{"text":"About 426 million children, or more than one in six worldwide, lived in 'conflict zones' in 2019, defined as areas within 50 km of a conflict event. This figure represents a 2% increase from 2018 and a more than 50% increase from the 200–250 million estimated in the early- and mid-1990s.","ai_generated":true,"unit":"prio-001625#insight-2","date_modified":"2026-10-23"},{"text":"Regional data for 2019 shows that Africa had the highest absolute number of children in conflict zones at 179 million (roughly 30% of the global total). However, the Middle East had the highest proportional share, with approximately 38.6% of its children living in conflict zones.","ai_generated":true,"unit":"prio-001625#insight-3","date_modified":"2026-10-23"},{"text":"A significant number of children experience prolonged exposure to violence; in 2019, over 71 million children aged 0–5 lived in areas with conflict for their entire lives, and approximately 16 million children lived in areas with 18 consecutive years of conflict.","ai_generated":true,"unit":"prio-001625#insight-4","date_modified":"2026-10-23"},{"text":"Conflict intensity varies, but in 2019, 81 million children (3.5% of the global child population) lived in zones with more than 25 battle deaths. Approximately 9 million children lived within 50 km of the highest intensity areas (1,000 or more battle deaths), a number that doubled since 2018 largely due to drug wars in Mexico.","ai_generated":true,"unit":"prio-001625#insight-5","date_modified":"2026-10-23"},{"text":"The report identifies Afghanistan, Syria, and Somalia as the countries with the highest conflict intensity in 2019. Trends in the number of children living in areas with over 1,000 battle deaths are noted to be highly correlated with the conflict in Syria.","ai_generated":true,"unit":"prio-001625#insight-6","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Africa","Middle East","Asia","Americas","Europe","South Africa","Honduras","Liberia","Peru","Afghanistan","Syria","Somalia","Mexico"],"frame_perspective":[],"analysis_type":["spatial analysis","temporal trend analysis","demographic mapping"]},{"id":"prio-001765","url":"https://climateinsightsdirectory.org/document/prio-001765","title":"MIGNEX Handbook","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"guide","language":"en","date_published":"2020-06","source_url":"https://cdn.cloud.prio.org/files/72f6ac19-7b40-4e67-9669-62369f8c8870/Survey data collection.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The MIGNEX Handbook Chapter 7 outlines the methodology for a large-scale survey of 12,500 young adults (aged 18-39) across 25 research areas in ten countries. It details a three-stage probability-proportional-to-size (PPS) cluster sampling strategy using satellite imagery and random walks to ensure representativeness. The guide specifies the use of Computer-Assisted Personal Interviewing (CAPI) via SurveyCTO software to improve data quality and efficiency. It establishes rigorous protocols for research ethics, including oral informed consent, and defines a multi-layered quality assurance framework involving enumerators, fieldwork supervisors, and data managers. The document also provides a detailed survey instrument covering themes such as migration aspirations, livelihoods, health, and governance.","ai_generated":true,"unit":"prio-001765#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The MIGNEX survey targets a total sample of 12,500 young adults aged 18-39, with 500 respondents in each of the 25 research areas.","ai_generated":true,"unit":"prio-001765#insight-1","date_modified":"2026-10-23"},{"text":"The project employs a three-stage probability-proportional-to-size (PPS) cluster sampling strategy: first identifying and sampling clusters via satellite maps, then sampling households using random walks, and finally randomly sampling one respondent within each household.","ai_generated":true,"unit":"prio-001765#insight-2","date_modified":"2026-10-23"},{"text":"To ensure data quality and efficiency, the survey uses Computer-Assisted Personal Interviewing (CAPI) with SurveyCTO software, which eliminates data entry errors and allows for real-time monitoring.","ai_generated":true,"unit":"prio-001765#insight-3","date_modified":"2026-10-23"},{"text":"The survey instrument is designed to be conversational and short, with a target duration of under one hour; pilot testing showed an average interview length of 45 minutes.","ai_generated":true,"unit":"prio-001765#insight-4","date_modified":"2026-10-23"},{"text":"Research ethics are managed by obtaining oral informed consent to ensure respondent anonymity and minimize potential harm, as written signatures could be offensive or risky in some contexts.","ai_generated":true,"unit":"prio-001765#insight-5","date_modified":"2026-10-23"},{"text":"A multi-tiered quality control system is implemented, including automated SurveyCTO warnings, supervisor spot checks on 10% of interviews, and back-checks of 10% of responses to verify factual accuracy.","ai_generated":true,"unit":"prio-001765#insight-6","date_modified":"2026-10-23"},{"text":"The sampling process utilizes satellite imagery to estimate population sizes, with a verification exercise conducted by supervisors to ensure the margin of error in household estimates is below 20%.","ai_generated":true,"unit":"prio-001765#insight-7","date_modified":"2026-10-23"},{"text":"The survey covers a wide range of themes, including migration aspirations, livelihoods, environment, governance, corruption, social protection, education, health, infrastructure, and security.","ai_generated":true,"unit":"prio-001765#insight-8","date_modified":"2026-10-23"},{"text":"To reduce selection bias, the project implements a strict return-visit policy, requiring enumerators to make up to two additional attempts to interview a sampled respondent before applying a replacement strategy.","ai_generated":true,"unit":"prio-001765#insight-9","date_modified":"2026-10-23"},{"text":"The translation process for the survey instrument requires two independent translators to produce versions that are then merged and verified by the central team at ODI.","ai_generated":true,"unit":"prio-001765#insight-10","date_modified":"2026-10-23"}],"climate_tags":["climate migration","climate change","social protection","governance"],"geography_discussed":["Afghanistan","Cape Verde","Ghana","Norway","Turkey","Nigeria","Pakistan","Tunisia","Guinea"],"frame_perspective":[],"analysis_type":["methodological guide"]},{"id":"issafri-002710","url":"https://climateinsightsdirectory.org/document/issafri-002710","title":"Peace & Security Council Report","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2020-04","source_url":"https://issafrica.s3.amazonaws.com/site/uploads/pscreport-123.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The African Union (AU) and Africa CDC reacted quickly to COVID-19, coordinating health responses and establishing an anti-COVID-19 fund. However, the pandemic has exacerbated security threats in West and Central Africa, where fighting against terrorism and internal conflicts continues despite global ceasefire calls. In the Horn of Africa, the virus has disrupted peace processes and created new instabilities, including the politicisation of response measures and the release of thousands of inmates. The report also highlights the extreme vulnerability of Africa's 25.2 million refugees and internally displaced persons, warning that border closures may increase irregular migration and transmission risks.","ai_generated":true,"unit":"issafri-002710#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The African Union (AU) and the Africa Centres for Disease Control and Prevention (Africa CDC) demonstrated rapid coordination at the start of the pandemic, with the Africa CDC convening health ministers on February 22, 2020. The AU established an anti-COVID-19 fund that received over $20 million, including $12.5 million in seed funding from bureau member states and $4.5 million pledged to the Africa CDC.","ai_generated":true,"unit":"issafri-002710#insight-1","date_modified":"2026-10-23"},{"text":"COVID-19 has compounded security crises in West and Central Africa, where military operations against terrorism have continued despite UN ceasefire calls. For example, on March 23, 2020, Boko Haram killed approximately 92 Chadian soldiers, prompting Chad to launch 'operation colère de Boma' to annihilate the group with permission to operate in Niger and Nigeria.","ai_generated":true,"unit":"issafri-002710#insight-2","date_modified":"2026-10-23"},{"text":"In the Horn of Africa, the pandemic has disrupted critical peace processes and diplomatic negotiations. In Sudan, negotiations to end conflicts in Darfur, South Kordofan, and Blue Nile were postponed from April to May, leading the Sudan Liberation Movement led by Minni Minnawi (SLM/MM) to suspend its involvement. Additionally, negotiations between Ethiopia, Sudan, and Egypt regarding the Grand Ethiopian Renaissance Dam (GERD) were halted.","ai_generated":true,"unit":"issafri-002710#insight-3","date_modified":"2026-10-23"},{"text":"The pandemic has introduced new security risks in the Horn of Africa, including the use of excessive force by security forces enforcing lockdowns and the potential for increased crime following the mass release of inmates to reduce prison overcrowding. Ethiopia released over 4,000 inmates, Kenya nearly 5,000, and Uganda more than 2,000.","ai_generated":true,"unit":"issafri-002710#insight-4","date_modified":"2026-10-23"},{"text":"Africa's 25.2 million refugees and internally displaced persons (IDPs) are highly vulnerable to the virus due to overcrowded conditions and poor sanitation in camps. The report identifies four of the world's six largest refugee camps as being in Uganda, Kenya, Tanzania, and Ethiopia, noting that social distancing is extremely difficult in these settings.","ai_generated":true,"unit":"issafri-002710#insight-5","date_modified":"2026-10-23"},{"text":"Strict migration measures and border closures may inadvertently increase the spread of COVID-19 by driving migrants toward irregular travel methods that bypass health screenings. This risk is illustrated by the return of approximately 200,000 Afghans from Iran, where more than half of Afghanistan's confirmed cases were returnees.","ai_generated":true,"unit":"issafri-002710#insight-6","date_modified":"2026-10-23"},{"text":"The economic impact of the pandemic is expected to be severe due to Africa's reliance on the informal sector for 60% of employment and its annual import of $50 billion worth of food. AUDA-Nepad has advocated for debt relief from the G20, IMF, and World Bank to create the 'fiscal space' necessary to provide health services and compensate for job losses.","ai_generated":true,"unit":"issafri-002710#insight-7","date_modified":"2026-10-23"}],"climate_tags":["public health infrastructure","food security","climate finance","climate migration"],"geography_discussed":["South Africa","Chad","Nigeria","Niger","Burkina Faso","Central African Republic","Democratic Republic of the Congo","Cameroon","Ethiopia","Sudan","Egypt","Kenya","Uganda","Somalia","Afghanistan","Iran","Libya","Tanzania"],"frame_perspective":[],"analysis_type":["policy assessment","security analysis","socio-economic impact assessment"]},{"id":"napglob-000225","url":"https://climateinsightsdirectory.org/document/napglob-000225","title":"Coordinating Climate-Resilient Development","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"briefing","language":"en","date_published":"2020-02","source_url":"https://napglobalnetwork.org/wp-content/uploads/2020/02/napgn-en-2020-the-nap-process-and-peacebuilding.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that the National Adaptation Plan (NAP) process is uniquely suited to support peacebuilding in fragile states because its long-term, holistic, and participatory nature aligns with the timelines and goals of conflict recovery. It highlights that climate risks and conflict often share drivers, such as poverty and weak governance, and that failure to adapt can exacerbate resource competition. The briefing provides examples of countries like Sudan, Burkina Faso, and Palestine that have integrated conflict dynamics into their NAPs, while noting ongoing challenges such as the lack of climate data in conflict zones and the exclusion of refugees from planning processes.","ai_generated":true,"unit":"napglob-000225#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a significant overlap between states that are the most fragile and those most vulnerable to climate change and least prepared to adapt, as exemplified by Somalia, which is ranked as the most vulnerable to climate change and the second most fragile.","ai_generated":true,"unit":"napglob-000225#insight-1","date_modified":"2026-10-23"},{"text":"Conflict and climate change can be mutually reinforcing; climate impacts can trigger or exacerbate conflict, while violence weakens the governance and institutions necessary for building climate resilience.","ai_generated":true,"unit":"napglob-000225#insight-2","date_modified":"2026-10-23"},{"text":"Fragile states face severe barriers to adaptation, including the destruction of climate data infrastructure (e.g., the Taliban burning archives in Afghanistan), the suspension of technical training, and the diversion of funding toward immediate humanitarian needs over long-term adaptation.","ai_generated":true,"unit":"napglob-000225#insight-3","date_modified":"2026-10-23"},{"text":"The NAP process is well-positioned to support peacebuilding because its medium- and long-term timelines align with the decades-long recovery period of conflict-affected economies, and its participatory nature can build trust among marginalized groups.","ai_generated":true,"unit":"napglob-000225#insight-4","date_modified":"2026-10-23"},{"text":"Several countries use their NAPs to prevent climate-related conflict, specifically regarding land and water use among pastoralists and farmers in Togo, Kenya, Ethiopia, Cameroon, Sudan, and Burkina Faso.","ai_generated":true,"unit":"napglob-000225#insight-5","date_modified":"2026-10-23"},{"text":"In some cases, conflict is identified as a primary driver of climate vulnerability that limits adaptation options, such as in the State of Palestine, where restrictions on movement and imports constrain the ability to implement adaptation measures.","ai_generated":true,"unit":"napglob-000225#insight-6","date_modified":"2026-10-23"},{"text":"Despite the potential of the NAP process, critical gaps remain, including the failure to account for transboundary risks, the difficulty of implementing plans during active conflict, and the exclusion of refugees from adaptation decision-making.","ai_generated":true,"unit":"napglob-000225#insight-7","date_modified":"2026-10-23"}],"climate_tags":["national adaptation plan","climate change adaptation","climate finance","Green Climate Fund","water scarcity"],"geography_discussed":["Somalia","Sudan","Mali","Rwanda","Afghanistan","Bangladesh","Central African Republic","Zimbabwe","Togo","Kenya","Ethiopia","Cameroon","Burkina Faso","Brazil","Colombia","Chile","Palestine","South Kordofan"],"frame_perspective":[],"analysis_type":["policy analysis","case study"]},{"id":"napglob-000376","url":"https://climateinsightsdirectory.org/document/napglob-000376","title":"Le processus de PNA et la consolidation de la paix","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"briefing","language":"fr","date_published":"2020-02","source_url":"https://napglobalnetwork.org/wp-content/uploads/2020/10/napgn-fr-2020-the-nap-process-and-peacebuilding.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that for fragile states, climate change and conflict often share drivers and mutually reinforce each other, making the integration of adaptation planning and peacebuilding essential. It highlights how the NAP process, through its long-term, holistic, and participatory nature, can serve as a platform for conflict prevention and trust-building. The text provides examples from countries like Sudan, Burkina Faso, and Palestine where climate adaptation is used to mitigate resource-based conflicts or where active conflict severely hinders adaptation capacity. It concludes by identifying key challenges, including the need for transboundary planning and the inclusion of marginalized populations like refugees.","ai_generated":true,"unit":"napglob-000376#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Fragile states often exhibit the highest climate vulnerabilities globally due to a combination of high sensitivity to climate risks, economic dependence on climate-sensitive sectors like agriculture, and histories of weak governance, conflict, and poverty.","ai_generated":true,"unit":"napglob-000376#insight-1","date_modified":"2026-10-23"},{"text":"Climate risks and conflict risks frequently share the same drivers, including poverty, historical inequalities, marginalization, and institutional weakness, creating a cycle where climate impacts can trigger conflict and violence in turn weakens the governance needed for climate resilience.","ai_generated":true,"unit":"napglob-000376#insight-2","date_modified":"2026-10-23"},{"text":"Conflict severely impairs the technical capacity for climate adaptation by destroying meteorological infrastructure and causing the loss of skilled personnel; for example, in Rwanda, rain gauge stations dropped from 100 in 1990 to nearly zero after the 1994 genocide, and in Afghanistan, the Taliban closed the national meteorological authority and burned archives in 1996.","ai_generated":true,"unit":"napglob-000376#insight-3","date_modified":"2026-10-23"},{"text":"The NAP process is well-suited for peacebuilding because its medium- and long-term timelines align with the duration required for economic recovery from major conflict, which averages 22 years.","ai_generated":true,"unit":"napglob-000376#insight-4","date_modified":"2026-10-23"},{"text":"Several countries use NAPs as a mechanism to prevent conflicts over shared natural resources, specifically water and land, particularly between pastoralists and farmers in Togo, Kenya, Ethiopia, Cameroon, Sudan, and Burkina Faso.","ai_generated":true,"unit":"napglob-000376#insight-5","date_modified":"2026-10-23"},{"text":"In some cases, active conflict is identified as a primary source of climate vulnerability that limits adaptation options; the State of Palestine's NAP notes that Israeli airstrikes in 2008, 2012, and 2014 destroyed agricultural facilities, and ongoing restrictions on movement and technology imports hinder adaptation.","ai_generated":true,"unit":"napglob-000376#insight-6","date_modified":"2026-10-23"},{"text":"Despite the inclusive goals of the NAP process, certain highly vulnerable groups, such as refugees, are generally absent from existing NAP processes in both host and destination countries.","ai_generated":true,"unit":"napglob-000376#insight-7","date_modified":"2026-10-23"}],"climate_tags":["national adaptation plan","climate change adaptation","climate finance","climate migration"],"geography_discussed":["Somalia","Central African Republic","Sudan","Afghanistan","Zimbabwe","Mali","Rwanda","Bangladesh","Togo","Kenya","Ethiopia","Cameroon","Burkina Faso","Brazil","Colombia","Chile","Palestine","Gaza Strip","West Bank"],"frame_perspective":[],"analysis_type":["policy briefing","case study analysis"]},{"id":"iisd-002912","url":"https://climateinsightsdirectory.org/document/iisd-002912","title":"How Food Export Restrictions Could Worsen a Looming Food Crisis","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"policy brief","language":"en","date_published":"2020","source_url":"https://www.iisd.org/system/files/2020-08/food-export-restrictions-worsen-food-crisis.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the impact of COVID-19-related food export restrictions on vulnerable importing nations. It identifies high-risk areas in Central Asia, North Africa, the Middle East, and sub-Saharan Africa, noting that many affected countries already suffer from high undernourishment and calorie production deficits. The authors argue that because global food stocks remain plentiful, countries should refrain from banning staple food exports to prevent hunger and potential famines.","ai_generated":true,"unit":"iisd-002912#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Export restrictions during the COVID-19 pandemic have disproportionately affected several low-income and fragile states. In Central Asia, countries such as Uzbekistan, Kyrgyzstan, Tajikistan, and Afghanistan have been hit, while in North Africa and the Middle East, affected nations include Libya, Sudan, Egypt, Jordan, Tunisia, Turkey, and Yemen. In sub-Saharan Africa, the impact has been particularly significant for Burundi, Djibouti, Kenya, Rwanda, and Malawi.","ai_generated":true,"unit":"iisd-002912#insight-1","date_modified":"2026-10-23"},{"text":"The vulnerability of importing countries is heightened when export restrictions coincide with high existing levels of undernourishment. For instance, 62% of the population in the Central African Republic is undernourished, and over 40% of the population is undernourished in Madagascar, Zambia, and Zimbabwe.","ai_generated":true,"unit":"iisd-002912#insight-2","date_modified":"2026-10-23"},{"text":"Many regions face a calorie production deficit, meaning they rely on imported calories to meet domestic demand. This dependency is prevalent across most countries in Africa and the Middle East, much of South and East Asia, the Caribbean, the Andean region of South America, and parts of Europe including Scandinavia.","ai_generated":true,"unit":"iisd-002912#insight-3","date_modified":"2026-10-23"},{"text":"Despite warnings of potential famines, there is no immediate justification for food export bans because global food stocks are plentiful, harvests are expected to be large, and oil prices are low.","ai_generated":true,"unit":"iisd-002912#insight-4","date_modified":"2026-10-23"}],"climate_tags":["food security"],"geography_discussed":["Central Asia","Uzbekistan","Kyrgyzstan","Tajikistan","Afghanistan","Mongolia","Azerbaijan","Georgia","North Africa","Middle East","Libya","Sudan","Egypt","Jordan","Tunisia","Turkey","Yemen","sub-Saharan Africa","Burundi","Djibouti","Kenya","Rwanda","Malawi","North America","South America","Kazakhstan","Central African Republic","Madagascar","Zambia","Zimbabwe","Haiti","Africa","South Asia","East Asia","Caribbean","Andean region","Europe","Scandinavia"],"frame_perspective":[],"analysis_type":["vulnerability assessment","policy analysis"]},{"id":"prio-001533","url":"https://climateinsightsdirectory.org/document/prio-001533","title":"Rainfall Variability and Violent, State-Based Conflict","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"research paper","language":"en","date_published":"2020","source_url":"https://cdn.cloud.prio.org/files/52a825cc-c6c8-4c4e-9d38-a3e84afd59af/MA_thesis_Mjelva_2020.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The research examines how the effect of anomalous rainfall (excess and scarce) on violent, state-based conflict varies based on societal vulnerability factors. Using a causal forest model on global grid-cell data, the author finds that while rainfall variability generally has a small effect on conflict, this effect is context-specific. Scarce rainfall is more likely to increase conflict risk in communities with high agricultural employment and poor governance (low SHDI and GDP). Excess rainfall's effect is more complex, showing higher risk in areas with high population density, low globalization, low democracy, and low GDP, but contrary to expectations, it showed smaller effects in areas with high political exclusion or greater distance to the capital.","ai_generated":true,"unit":"prio-001533#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The effect of rainfall variability on violent, state-based conflict is generally small across all studied contexts, but it is confirmed to be context-specific and dependent on the vulnerability of the community.","ai_generated":true,"unit":"prio-001533#insight-1","date_modified":"2026-10-23"},{"text":"Scarce rainfall is most likely to increase the probability of violent, state-based conflict in communities characterized by high agricultural employment and low levels of good governance, specifically low Subnational Human Development Index (SHDI) and GDP.","ai_generated":true,"unit":"prio-001533#insight-2","date_modified":"2026-10-23"},{"text":"The factors that modify the relationship between scarce rainfall and conflict differ from those that modify the relationship between excess rainfall and conflict, suggesting they operate through separate mechanisms.","ai_generated":true,"unit":"prio-001533#insight-3","date_modified":"2026-10-23"},{"text":"Contrary to theoretical expectations, high levels of political exclusion and greater distance to the capital were associated with smaller effects of excess rainfall on conflict.","ai_generated":true,"unit":"prio-001533#insight-4","date_modified":"2026-10-23"},{"text":"The analysis identified that some vulnerability factors, such as temperature and the prevalence of non-state conflict, did not have a significant impact on the treatment effect in either the scarce or excess rainfall models.","ai_generated":true,"unit":"prio-001533#insight-5","date_modified":"2026-10-23"},{"text":"The study encountered a significant violation of the overlap assumption, where propensity scores for receiving the treatment (SPEI3) were heavily skewed toward zero, necessitating the exclusion of a large portion of the data to avoid biased estimates.","ai_generated":true,"unit":"prio-001533#insight-6","date_modified":"2026-10-23"}],"climate_tags":["rain","drought","flood","climate change adaptation"],"geography_discussed":["Ethiopia","Syria","sub-Saharan Africa","South Asia","Southeast Asia","Latin America","Afghanistan"],"frame_perspective":[],"analysis_type":["causal forest","machine learning","heterogeneous treatment effects","causal inference","non-parametric analysis"]},{"id":"prio-001547","url":"https://climateinsightsdirectory.org/document/prio-001547","title":"Countering the Drone Threat","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"report","language":"en","date_published":"2020","source_url":"https://cdn.cloud.prio.org/files/4901dc71-7424-415c-99cd-8f6e6545e64c/Martins et al - Countering the Drone Threat - PRIO Paper 2020.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The report examines the technical, legal, and strategic landscape of counter-unmanned aircraft systems (C-UAS), arguing that current technology is often ineffective and hindered by outdated legal frameworks. It assesses specific risks to Norwegian infrastructure, such as airports and oil platforms, and explores how Norway can leverage EU and NATO initiatives to enhance its capabilities while avoiding the over-securitization of civilian airspace.","ai_generated":true,"unit":"prio-001547#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"C-UAS technology is frequently ineffective in real-world applications, and users face significant obstacles regarding safety, planning, coordination, and legality.","ai_generated":true,"unit":"prio-001547#insight-1","date_modified":"2026-10-23"},{"text":"Existing legal frameworks have failed to keep pace with technological advancements, resulting in many C-UAS solutions being unusable in civilian environments due to legal constraints.","ai_generated":true,"unit":"prio-001547#insight-2","date_modified":"2026-10-23"},{"text":"In Norway, the police are the only entity legally permitted to intercept drones, but they lack the legal authority to interfere with electronic communications, meaning jamming is typically only permissible under the principle of necessity (nødrett) for threats to national security or life.","ai_generated":true,"unit":"prio-001547#insight-3","date_modified":"2026-10-23"},{"text":"Detection systems face numerous technical limitations, including difficulty detecting small drones flying low, interference in urban environments, and a reliance on libraries of known drone sounds or frequencies that cannot cover all emerging models.","ai_generated":true,"unit":"prio-001547#insight-4","date_modified":"2026-10-23"},{"text":"Interdiction methods carry inherent risks, such as kinetic systems causing drones to fall with force, jamming interfering with legitimate communications (including airport Instrument Landing Systems), and lasers posing threats to aircraft flying above the target.","ai_generated":true,"unit":"prio-001547#insight-5","date_modified":"2026-10-23"},{"text":"Advances in drone technology, such as the development of drones capable of operating in GPS-denied environments or using LTE networks for control, threaten to render current jamming-based C-UAS systems obsolete.","ai_generated":true,"unit":"prio-001547#insight-6","date_modified":"2026-10-23"},{"text":"C-UAS technology is prohibitively expensive for many small organisations; a 2019 Sandia National Laboratories study found that 77 out of 123 products with available pricing cost over $100,000.","ai_generated":true,"unit":"prio-001547#insight-7","date_modified":"2026-10-23"},{"text":"Norway can enhance its C-UAS capabilities by participating in EU initiatives such as the European Defence Fund (EDF), the Permanent Structured Cooperation (PESCO) scheme, and the Horizon 2020 research programme.","ai_generated":true,"unit":"prio-001547#insight-8","date_modified":"2026-10-23"},{"text":"NATO has established a C-UAS Working Group to centralise efforts, focusing on building a community of practitioners, reviewing policy and doctrine, developing universal technical standards for interoperability, and conducting R&D exercises.","ai_generated":true,"unit":"prio-001547#insight-9","date_modified":"2026-10-23"},{"text":"The deployment of C-UAS technology raises significant societal concerns, including privacy risks from surveillance and the potential for psychological stress or an inflated perception of threat.","ai_generated":true,"unit":"prio-001547#insight-10","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["European Union","United States","Finland","Denmark","Oslo","Stavanger","Afghanistan","South Sudan","Mali","Iraq"],"frame_perspective":[],"analysis_type":["technological assessment","legal analysis","strategic assessment","risk assessment"]}]}