{"query_echo":{"q":"","filters":{"geography":["Afghanistan"]},"warnings":[]},"total":{"value":290,"relation":"eq"},"page":3,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=Afghanistan&page=3","next":"https://climateinsightsdirectory.org/api/v1/search?geography=Afghanistan&page=4","stability":"beta","ai_marking":{"digital_source_type":{"uri":"http://cv.iptc.org/newscodes/digitalsourcetype/trainedAlgorithmicMedia","name":"Created using Generative AI"},"notice":"Summary and key insights are generated using artificial intelligence."},"results":[{"id":"prio-001330","url":"https://climateinsightsdirectory.org/document/prio-001330","title":"Issue Paper Illicit Firearms Trafficking– Addressing the Criminal Side of Diversion","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"report","language":"en","date_published":"2024","source_url":"https://cdn.cloud.prio.org/files/046c63ff-1c48-43aa-b6b2-fa667c75bc9b/Diversion_Issue_Paper_ENG_web.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes the relationship between the diversion of firearms—the transfer of weapons from legal to illicit realms—and illicit trafficking. It details various diversion typologies, including 'leakage' from state stocks, straw purchases, and the misuse of export documentation. Through 12 case studies spanning Europe, Africa, the Americas, and Asia, the document demonstrates how the UN Firearms Protocol's requirements for marking, record-keeping, and international judicial cooperation are critical for dismantling trafficking networks. It emphasizes that while diversion can occur domestically, it often serves as a prerequisite for cross-border trafficking, which requires a coordinated international criminal justice response to be effectively countered.","ai_generated":true,"unit":"prio-001330#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The vast majority of trafficked firearms are not produced illicitly but are instead legally manufactured weapons that are diverted to the black market. Data from 38 countries shows that an average of 89 per cent of seized firearms had unique markings from lawful manufacture or import, while only 11 per cent were produced illicitly.","ai_generated":true,"unit":"prio-001330#insight-1","date_modified":"2026-10-23"},{"text":"Diversion is defined as the transfer of firearms, their parts, or ammunition from the legal to the illicit realm and is considered a prerequisite for trafficking.","ai_generated":true,"unit":"prio-001330#insight-2","date_modified":"2026-10-23"},{"text":"Diversion occurs through various modalities, including 'leakage' (theft, corrupt sale, or loss from stocks), straw purchases, the use of forged documentation in international trade, and the collapse of state institutions.","ai_generated":true,"unit":"prio-001330#insight-3","date_modified":"2026-10-23"},{"text":"In Europe, the illicit conversion of non-lethal firearms (such as blank-firing pistols) and the reactivation of deactivated weapons are significant methods of diversion. In the UK, 39 per cent of firearms seized in 2017 were either modified, converted, or reactivated.","ai_generated":true,"unit":"prio-001330#insight-4","date_modified":"2026-10-23"},{"text":"Straw purchasing in the United States is a primary source of firearms for organized crime in Mexico and the Caribbean. Between 2014 and 2018, the US ATF traced 79,997 firearms seized in Mexico, finding that 70.2 per cent (56,162) were of US origin.","ai_generated":true,"unit":"prio-001330#insight-5","date_modified":"2026-10-23"},{"text":"Large-scale diversion often occurs during state collapse or through inadequate stockpile management. In Libya, the 2011 collapse of government authority led to the looting of military depots, with weapons subsequently trafficked to at least 10 countries and territories, including Mali and Syria.","ai_generated":true,"unit":"prio-001330#insight-6","date_modified":"2026-10-23"},{"text":"State-sanctioned trafficking can occur when governments arm proxies in violation of international embargoes. For example, maritime seizures between 2018 and 2020 revealed a route from Iran to Houthi movement groups in Yemen, involving the transfer of Iranian-produced anti-material rifles and Chinese-made assault rifles.","ai_generated":true,"unit":"prio-001330#insight-7","date_modified":"2026-10-23"},{"text":"The UN Firearms Protocol is the only global agreement establishing the criminal offences and justice responses needed to prosecute arms trafficking. It requires states to criminalize illicit manufacturing, trafficking, and the tampering of markings.","ai_generated":true,"unit":"prio-001330#insight-8","date_modified":"2026-10-23"},{"text":"Effective criminal justice responses depend on the ability to trace seized firearms, which allows law enforcement to identify the point of diversion and the last legitimate owner. The Protocol requires states to keep records for at least ten years to facilitate this.","ai_generated":true,"unit":"prio-001330#insight-9","date_modified":"2026-10-23"},{"text":"International and inter-agency cooperation is essential for dismantling trafficking networks, as these operations often span multiple jurisdictions. This includes the use of joint investigation teams and the exchange of intelligence via national Firearms Focal Points.","ai_generated":true,"unit":"prio-001330#insight-10","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Europe","Slovakia","North Macedonia","Turkey","Italy","France","United States","Mexico","Iraq","Afghanistan","Syria","Bosnia and Herzegovina","Switzerland","South Sudan","Uganda","Israel","Bulgaria","Germany","Colombia","Yemen","Iran","Oman","Haiti","South Africa","Brazil","Austria"],"frame_perspective":[],"analysis_type":["case study","policy analysis","legal analysis"]},{"id":"prio-001579","url":"https://climateinsightsdirectory.org/document/prio-001579","title":"Should the EU give up on readmission agreements as a foreign policy tool?","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"policy brief","language":"en","date_published":"2024","source_url":"https://cdn.cloud.prio.org/files/dc410df9-1827-4e11-a652-1a67f2392205/mpb-d95a-should_the_eu_give_up_on_readmission_agreements-layout-2024-01-31.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The document argues that EU readmission agreements are often ineffective because they lack incentives aligned with the national interests of partner countries. Using Nigeria as a case study, it highlights how the decoupling of visa facilitation from readmission agreements has hindered negotiations. The authors recommend that the EU shift toward a 'responsibility sharing' framework that includes legal migration channels and reintegration support rather than focusing narrowly on returns.","ai_generated":true,"unit":"prio-001579#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The EU has established formal readmission agreements with 18 countries and informal arrangements with six others to streamline the return of irregularised migrants.","ai_generated":true,"unit":"prio-001579#insight-1","date_modified":"2026-10-23"},{"text":"Historically, the EU used visa liberalisation as a primary incentive for readmission agreements, but these two policy goals have since become decoupled.","ai_generated":true,"unit":"prio-001579#insight-2","date_modified":"2026-10-23"},{"text":"Negotiations for a readmission agreement between the EU and Nigeria have been stalled for nearly a decade, with significant interruptions in 2016 and 2020.","ai_generated":true,"unit":"prio-001579#insight-3","date_modified":"2026-10-23"},{"text":"The EU's attempt to use the Generalized Scheme of Preferences (GSP) to remove import tariffs as an incentive for Nigeria has proven inefficient.","ai_generated":true,"unit":"prio-001579#insight-4","date_modified":"2026-10-23"},{"text":"Nigeria's reluctance to sign the agreement is driven by economic concerns, as remittances accounted for 5.3% of its GDP in 2019.","ai_generated":true,"unit":"prio-001579#insight-5","date_modified":"2026-10-23"},{"text":"The proposed EU agreement is viewed as pragmatically flawed because it lacks reintegration assistance, which may lead to higher rates of re-migration.","ai_generated":true,"unit":"prio-001579#insight-6","date_modified":"2026-10-23"},{"text":"Demographic differences, specifically Nigeria's young population versus the EU's ageing population, suggest that youth mobility and the 'Talent Partnership' are key but currently insufficient incentives.","ai_generated":true,"unit":"prio-001579#insight-7","date_modified":"2026-10-23"},{"text":"Informal readmission arrangements, such as the 2016 agreement with Afghanistan, are criticized by legal scholars for bypassing democratic control and judicial accountability.","ai_generated":true,"unit":"prio-001579#insight-8","date_modified":"2026-10-23"},{"text":"The authors recommend that the EU move away from 'burden shifting' and instead establish partnership frameworks based on 'responsibility sharing'.","ai_generated":true,"unit":"prio-001579#insight-9","date_modified":"2026-10-23"},{"text":"Effective incentives for partner countries should include the opening of legal regular migration channels and comprehensive reintegration support.","ai_generated":true,"unit":"prio-001579#insight-10","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Afghanistan","Turkey"],"frame_perspective":[],"analysis_type":["policy assessment","case study"]},{"id":"prio-001243","url":"https://climateinsightsdirectory.org/document/prio-001243","title":"CLIMATE CHANGE, ENERGY AND ENVIRONMENT BEYOND THE DIVIDE IN CYPRUS: A CALL FOR A COLLABORATIVE HUMANITARIAN ASSISTANCE AGENDA TO ADDRESS THE MIGRATION CRISES IN THE EASTERN MEDITERRANEAN","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"report","language":"en","date_published":"2023-12","source_url":"https://cdn.cloud.prio.org/files/e41841f4-84ec-49d3-ade5-721dd1a4cee3/Beyond the divide in Cyprus EESulun.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines the migration crisis in the Eastern Mediterranean, highlighting the interconnectedness of forced displacement with climate change, energy poverty, water scarcity, and healthcare deficits. It focuses on Cyprus as a primary destination for asylum seekers, detailing the strain on infrastructure in the south and the lack of legal frameworks in the north. The author proposes a bi-communal strategy, including a joint Rapid Response Committee and a reception center in the UN Buffer Zone, to manage these transnational human security threats through cooperation between Greek and Turkish Cypriot communities.","ai_generated":true,"unit":"prio-001243#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Migration in the Mediterranean is driven by a complex blend of voluntary and forced movements, including armed conflicts, persecution, climate change, demographic pressures, and structural poverty.","ai_generated":true,"unit":"prio-001243#insight-1","date_modified":"2026-10-23"},{"text":"The Mediterranean is a highly perilous migration route; between 2014 and 2020, over 21,200 deaths were attributed to migration, and as of October 26, 2023, 28,196 migrants have been recorded as missing since 2014.","ai_generated":true,"unit":"prio-001243#insight-2","date_modified":"2026-10-23"},{"text":"Climate change acts as a catalyst for forced migration in the Mediterranean, with predictions of higher temperatures, more frequent heatwaves, and reduced rainfall in the region.","ai_generated":true,"unit":"prio-001243#insight-3","date_modified":"2026-10-23"},{"text":"There is a critical 'migration-energy nexus' where displaced populations lack basic power; only 10 percent of refugees have access to Tier 1-2 electricity (four hours of power daily).","ai_generated":true,"unit":"prio-001243#insight-4","date_modified":"2026-10-23"},{"text":"Cyprus faces severe pressure as a migration hub, with the Republic of Cyprus registering 8,092 new asylum applications between January and September 2023 and hosting 18,836 Ukrainian refugees under temporary protection.","ai_generated":true,"unit":"prio-001243#insight-5","date_modified":"2026-10-23"},{"text":"Reception facilities in southern Cyprus are severely overcrowded; the Pournara Reception Center, designed for 350 people, hosted approximately 2,000 people by November 2023, leading to inadequate access to electricity, heating, and water.","ai_generated":true,"unit":"prio-001243#insight-6","date_modified":"2026-10-23"},{"text":"Northern Cyprus lacks a legal system for granting asylum, often resulting in the detention and swift deportation of irregular migrants, with the UNHCR providing only unofficial 'letters of protection'.","ai_generated":true,"unit":"prio-001243#insight-7","date_modified":"2026-10-23"},{"text":"The report proposes two primary collaborative strategies for Cyprus: the establishment of a Bi-communal Rapid Response Committee and the creation of a joint-governance reception center in the UN Buffer Zone.","ai_generated":true,"unit":"prio-001243#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change","energy access","water scarcity","public health","environmental degradation","sustainable energy"],"geography_discussed":["Libya","Greece","Bulgaria","Turkey","Syria","Lebanon","Jordan","Iraq","Egypt","Pakistan","Morocco","Afghanistan","Sudan","Nicosia"],"frame_perspective":[],"analysis_type":["policy report","humanitarian assessment"]},{"id":"trendas-000149","url":"https://climateinsightsdirectory.org/document/trendas-000149","title":"THE TECHNICAL ASSISTANCE PARADOX","publisher":{"name":"Trend Asia","organization":"trend-asia"},"document_type":"report","language":"en","date_published":"2023-11","source_url":"https://trendasia.org/wp-content/uploads/2023/11/Technical-Assistance-for-Gas-Paper-1.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report argues that technical assistance (TA) from the World Bank Group (WBG) and Asian Development Bank (ADB) creates a 'paradox' by facilitating fossil gas dependency while the institutions claim to align with the Paris Agreement. Between 2016 and August 2023, the WBG allocated nearly $200 million in TA for gas-related sectors across 14 countries, while the ADB committed nearly $11 million from 2016 to 2021. The authors contend that TA has a disproportionate impact on national energy strategies, often locking countries into carbon-intensive infrastructure and creating stranded asset risks. Case studies in Bangladesh, Vietnam, and Pakistan illustrate how TA has been used to prepare LNG projects or gas storage systems rather than accelerating renewable energy transitions. The report recommends that all energy-sector TA be approved at the Board level and redirected toward enhancing Nationally Determined Contributions (NDCs) and renewable energy infrastructure.","ai_generated":true,"unit":"trendas-000149#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The World Bank Group (WBG) and Asian Development Bank (ADB) maintain a paradox by continuing to provide technical assistance for gas-related projects, which serves as a loophole for further fossil gas financing despite announced restrictions on upstream investments.","ai_generated":true,"unit":"trendas-000149#insight-1","date_modified":"2026-10-23"},{"text":"Between 2016 and August 2023, the WBG allocated approximately $199.03 million in technical assistance to 14 countries, primarily focusing on gas extraction, supply, governance, and decision-making.","ai_generated":true,"unit":"trendas-000149#insight-2","date_modified":"2026-10-23"},{"text":"The ADB's technical assistance for the gas sector increased significantly after the Paris Agreement, with commitments of nearly $11 million between 2016 and 2021, more than double the $4.5 million provided from 2010 to 2015.","ai_generated":true,"unit":"trendas-000149#insight-3","date_modified":"2026-10-23"},{"text":"Technical assistance is critical because it shapes a country's strategic energy direction and policy, potentially granting a 'new social licence' to fossil fuels and stimulating long-term demand for gas.","ai_generated":true,"unit":"trendas-000149#insight-4","date_modified":"2026-10-23"},{"text":"In Bangladesh, ADB technical assistance has supported gas projects despite significant electricity overcapacity, with $2.4 million directed to gas TA since the Paris Agreement, including support for the Khulna 800 MW LNG-Based Power Plant.","ai_generated":true,"unit":"trendas-000149#insight-5","date_modified":"2026-10-23"},{"text":"In Vietnam, the WBG and IFC have supported the expansion of LNG imports through technical assistance, including the 'Vietnam Roadmap for Gas Market Development' extending to 2035, which the report argues locks the country into a carbon-intensive system.","ai_generated":true,"unit":"trendas-000149#insight-6","date_modified":"2026-10-23"},{"text":"In Pakistan, the ADB provided $600,000 in 2021 for 'Gas Storage Development Systems' technical assistance, which the report claims missed an opportunity to promote solar and wind energy despite Pakistan's high solar potential.","ai_generated":true,"unit":"trendas-000149#insight-7","date_modified":"2026-10-23"},{"text":"There is a significant lack of transparency and public consultation regarding technical assistance projects, with critical documents like safeguard reports and evaluations often missing from public records.","ai_generated":true,"unit":"trendas-000149#insight-8","date_modified":"2026-10-23"}],"climate_tags":["natural gas","Paris Agreement","energy transition","Carbon lock-in","liquefied natural gas","renewable energy","Nationally Determined Contributions","methane emissions","stranded asset","climate finance"],"geography_discussed":["Bangladesh","Vietnam","Pakistan","Morocco","Uzbekistan","Afghanistan","Brazil","Guyana","Nigeria","Ghana","Mozambique","Mauritania","Sierra Leone","Senegal","Sri Lanka","Kazakhstan","Turkmenistan","Indonesia","Azerbaijan","Philippines"],"frame_perspective":[],"analysis_type":["policy analysis","financial analysis","case study"]},{"id":"greeneur-000312","url":"https://climateinsightsdirectory.org/document/greeneur-000312","title":"The EU needs to address its inconsistent Middle East foreign policy","publisher":{"name":"Green European Journal","organization":"green-european-journal"},"document_type":"statement","language":"en","date_published":"2023-10-20","source_url":"https://www.greeneuropeanjournal.eu/the-eu-needs-to-address-its-inconsistent-middle-east-foreign-policy/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The author contends that the EU's response to the Israel-Palestine crisis and other regional issues is hampered by internal divisions and the lack of a comprehensive Middle East strategy. The text highlights how the unanimity rule allows single member states to block collective action, such as ceasefire calls or opposition to US-led peace plans. It suggests that as US influence in the region wanes, the EU has an opportunity to establish an independent role, potentially through 'green diplomacy', provided it can overcome its internal fragmentation and move toward qualified majority voting.","ai_generated":true,"unit":"greeneur-000312#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The EU lacks a comprehensive Middle East strategy, unlike its specific strategies for the Sahel (2021) and Central Asia (2019), leading to an uncoordinated and reactive approach to geopolitical issues like the Syrian civil war.","ai_generated":true,"unit":"greeneur-000312#insight-1","date_modified":"2026-10-23"},{"text":"The EU's foreign policy is frequently paralysed by the unanimity rule, which allows a single dissenting member state to block collective action. Examples include Hungary vetoing a ceasefire proposal in 2021 and six member states, including Italy, Hungary, and the Czech Republic, resisting a joint statement against Donald Trump's 'deal of the century' in 2020.","ai_generated":true,"unit":"greeneur-000312#insight-2","date_modified":"2026-10-23"},{"text":"The European Neighbourhood Policy (ENP), launched in 2004 to encourage reform in the Middle East and North Africa (MENA) region, has been criticised for a top-down approach that fails to consult regional perspectives and has 'largely failed to convince regional audiences.'","ai_generated":true,"unit":"greeneur-000312#insight-3","date_modified":"2026-10-23"},{"text":"The EU's response to the 2023 Israel-Palestine crisis is characterised by inconsistent rhetoric and a reluctance to hold Israel accountable for documented violations of international law, which the author suggests undermines the EU's credibility in establishing genuine partnerships with MENA countries.","ai_generated":true,"unit":"greeneur-000312#insight-4","date_modified":"2026-10-23"},{"text":"As the US reduces its military and political presence in the Middle East, the EU has an opportunity to define an independent role, which could include 'green diplomacy' providing financial and technical assistance for climate and environmental issues.","ai_generated":true,"unit":"greeneur-000312#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate finance"],"geography_discussed":["Israel","Palestine","Gaza Strip","Netherlands","Ireland","France","Spain","Greece","Sahel","Central Asia","Syria","Lebanon","Jordan","Italy","Hungary","Czech Republic","United States","People's Republic of China","Iran","Saudi Arabia","Iraq","Afghanistan","Yemen","Austria","Poland","Germany","Jerusalem"],"frame_perspective":[],"analysis_type":["policy analysis","political commentary"]},{"id":"gclifun-004742","url":"https://climateinsightsdirectory.org/document/gclifun-004742","title":"Consideration of accreditation proposals – Addendum V Re-accreditation assessment of RAPL040","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2023-10-02","source_url":"https://www.greenclimate.fund/sites/default/files/document/13-considersation-aps-add-v-rapl040-gcf-b37-03-add05.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Green Climate Fund's Accreditation Panel recommends the re-accreditation of the Food and Agriculture Organization of the United Nations (FAO) for a second term, maintaining its scope for medium-sized projects and medium environmental and social risk (Category B). The assessment confirms FAO's strong technical expertise in adaptation, REDD+, and the blue economy, and its ability to implement GCF's gender and environmental and social policies. While generally compliant, the Panel identified a gap in explicit policy statements regarding Anti-Money Laundering and Countering the Financing of Terrorism (AML/CFT), making the re-accreditation conditional upon the formal approval of an AML/CFT policy or the inclusion of consistent statements within its prohibited practices policies.","ai_generated":true,"unit":"gclifun-004742#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The FAO portfolio consists of 20 approved funded activities, with 18 under implementation as of 31 July 2023, totaling a value of USD 1,049.25 million, of which GCF funding is USD 622.5 million.","ai_generated":true,"unit":"gclifun-004742#insight-1","date_modified":"2026-10-23"},{"text":"Eight funded activities are considered not to be on track due to COVID-19 pandemic impacts and operational challenges: FP062, FP089, FP108, FP118, FP126, FP159, SAP014, and SAP019.","ai_generated":true,"unit":"gclifun-004742#insight-2","date_modified":"2026-10-23"},{"text":"FAO's current pipeline includes 21 proposals (15 concept notes and 6 funding proposals) with an estimated total financing of USD 1.1 billion, with a strong focus on adaptation and cross-cutting results.","ai_generated":true,"unit":"gclifun-004742#insight-3","date_modified":"2026-10-23"},{"text":"FAO has a significant track record in REDD+ results-based payments, accounting for 38 per cent of approved REDD+ RBP projects, and has reduced a cumulative 430.4 million tonnes of carbon dioxide equivalent from 2019 to 2021 across seven countries.","ai_generated":true,"unit":"gclifun-004742#insight-4","date_modified":"2026-10-23"},{"text":"Between 2018 and 2022, FAO's total investments in climate-related projects amounted to USD 4,377,506,862, with the agriculture sector dominating at 40.19 per cent and forestry at 13.55 per cent.","ai_generated":true,"unit":"gclifun-004742#insight-5","date_modified":"2026-10-23"},{"text":"FAO's corporate greenhouse gas emissions showed a 15 per cent drop from 2020 figures and are 67 per cent below the 2018 benchmark, with air travel remaining the primary contributor.","ai_generated":true,"unit":"gclifun-004742#insight-6","date_modified":"2026-10-23"},{"text":"FAO's gender policy, procedures, and competencies are consistent with the Updated GCF Gender Policy, supported by a Gender Team of 36 headquarters staff and five regional officers.","ai_generated":true,"unit":"gclifun-004742#insight-7","date_modified":"2026-10-23"},{"text":"The re-accreditation is conditional upon FAO providing evidence of a formally approved AML/CFT policy or including clear AML/CFT statements within its prohibited practices policies consistent with GCF standards.","ai_generated":true,"unit":"gclifun-004742#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","climate change mitigation","Reducing emissions from deforestation and forest degradation","climate finance","blue economy","Climate-smart agriculture","Environmental and Social Safeguards","gender equality","greenhouse gas emissions","fiduciary"],"geography_discussed":["Italy","El Salvador","Chile","Colombia","Argentina","Guatemala","Jordan","Republic of the Congo","Benin","The Gambia","Armenia","Ivory Coast","Sudan","Myanmar","North Korea","Afghanistan","Bhutan","Haiti","Kenya","Saint Lucia","Democratic Republic of the Congo","Costa Rica","Ghana","Indonesia","Laos","Mexico","Vietnam","Africa","Asia Pacific","Latin America and the Caribbean"],"frame_perspective":[],"analysis_type":["institutional assessment","accreditation review","portfolio performance analysis"]},{"id":"sei-000257","url":"https://climateinsightsdirectory.org/document/sei-000257","title":"Cascading climate risks in Hindu Kush Himalaya","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"policy brief","language":"en","date_published":"2023-09-01","source_url":"https://www.sei.org/publications/cascading-climate-risks-in-hindu-kush-himalaya/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Hindu Kush Himalaya (HKH) region, spanning from Afghanistan to Myanmar, faces severe threats from cascading climate risks that propagate across national borders. The brief asserts that local and national adaptation efforts are insufficient and proposes a regional cooperation mechanism involving state and non-state actors. This mechanism would aim to reduce the costs of climate action, overcome resource constraints, and enhance climate diplomacy through four priority areas: research and knowledge exchange, governance and policy support, diplomacy and coalition building, and implementation and finance.","ai_generated":true,"unit":"sei-000257#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Climate change impacts in the Hindu Kush Himalaya (HKH) create 'cascading climate risks' that transcend national borders and can affect both neighboring countries and distant global regions.","ai_generated":true,"unit":"sei-000257#insight-1","date_modified":"2026-10-23"},{"text":"Regional cooperation on climate adaptation in the HKH can provide several advantages, including lowering the costs of action, bypassing national resource limitations, increasing the credibility of voluntary targets, and improving climate diplomacy.","ai_generated":true,"unit":"sei-000257#insight-2","date_modified":"2026-10-23"},{"text":"The authors propose a regional cooperation mechanism for the HKH focused on four specific pillars: research, information sharing, and knowledge exchange; cross-scale governance capacity and policy support; climate diplomacy, negotiations, and coalition building; and capacity strengthening, implementation, and finance.","ai_generated":true,"unit":"sei-000257#insight-3","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","climate diplomacy","climate finance","governance","biodiversity"],"geography_discussed":["Afghanistan","Myanmar","Pakistan","India","People's Republic of China","Nepal","Bhutan","Bangladesh"],"frame_perspective":[],"analysis_type":["policy brief"]},{"id":"costratri-000144","url":"https://climateinsightsdirectory.org/document/costratri-000144","title":"Feeding Resilience: Climate Change and Food Insecurity Impacts on U.S. National Security Project","publisher":{"name":"The Council on Strategic Risks","organization":"the-council-on-strategic-risks"},"document_type":"report","language":"en","date_published":"2023-08-09","source_url":"https://councilonstrategicrisks.org/2023/08/09/feeding-resilience/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies a critical policy gap where climate change, food insecurity, and national security are often addressed in silos. It argues that while the U.S. intelligence and military communities recognize these as top security concerns, current interventions remain focused on immediate humanitarian aid rather than long-term community resilience. The document recommends scaling up R&D, synchronizing agricultural emission cuts with food supply needs, and integrating geopolitical risks into strategic military and government planning to prevent global instability and conflict.","ai_generated":true,"unit":"costratri-000144#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Current food security policies prioritize immediate emergency responses over long-term resilience, evidenced by global humanitarian aid increasing at a rate six times faster than development assistance over the last decade.","ai_generated":true,"unit":"costratri-000144#insight-1","date_modified":"2026-10-23"},{"text":"The U.S. national security and intelligence communities view the nexus of climate change and food security as a major threat; specifically, a 2021 National Intelligence Estimate identified 11 climate-vulnerable countries and two regions as particular concerns for U.S. national security.","ai_generated":true,"unit":"costratri-000144#insight-2","date_modified":"2026-10-23"},{"text":"There is a significant disconnect in policy framing, as interventions for food insecurity are rarely developed as security-enhancing measures, despite food insecurity being a known precursor to instability.","ai_generated":true,"unit":"costratri-000144#insight-3","date_modified":"2026-10-23"},{"text":"U.S. investment in public agricultural research and development has decreased by one-third over the last 20 years, while China has tripled its investments to become the world's leading funder of agricultural R&D.","ai_generated":true,"unit":"costratri-000144#insight-4","date_modified":"2026-10-23"},{"text":"Food insecurity contributes to irregular migration; the World Food Programme estimates that refugee outflows increase by nearly 2% for every year of food insecurity.","ai_generated":true,"unit":"costratri-000144#insight-5","date_modified":"2026-10-23"},{"text":"A tension exists between the need to increase agricultural yields for a projected population of 9.4 to 10.2 billion by 2050 and the fact that food systems cause approximately 25% of greenhouse gas emissions and up to 80% of biodiversity loss.","ai_generated":true,"unit":"costratri-000144#insight-6","date_modified":"2026-10-23"}],"climate_tags":["food insecurity","national security","climate change","climate change adaptation","Climate-smart agriculture","biodiversity loss"],"geography_discussed":["Ukraine","Ethiopia","People's Republic of China","Nigeria","Afghanistan","Myanmar","India","Pakistan","North Korea","Guatemala","Haiti","Honduras","Nicaragua","Colombia","Iraq"],"frame_perspective":[],"analysis_type":["policy assessment","landscape assessment"]},{"id":"gclifun-006134","url":"https://climateinsightsdirectory.org/document/gclifun-006134","title":"Portfolio Overview","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2023-06-30","source_url":"https://www.greenclimate.fund/sites/default/files/document/risk-dashboard-q2-2023-2.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The GCF Risk Dashboard for Q2 2023 reports that portfolio-level risks remain within Board-approved tolerances, with no non-performing loans and liquid assets at approved levels. As of 30 June 2023, the portfolio consists of 216 approved funding proposals totaling USD 12.03 billion in equivalent terms. Funding is distributed across Africa (36%), Asia-Pacific (34%), and LATAM & Car. (26%), with a focus on mitigation (41%) and adaptation (23%), alongside cross-cutting projects. The fund's commitment authority increased significantly due to a USD 1 billion contribution from the United States. While concentration risks are within limits, the portfolio is skewed toward International Accredited Entities and the 'Energy access and power generation' sector. The report also tracks several projects facing implementation delays and identifies a projected 12-month forward liquid asset portfolio of USD 8.9 billion.","ai_generated":true,"unit":"gclifun-006134#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"As of 30 June 2023, the GCF portfolio consists of 216 approved funding proposals with a total approved amount of USD 12.03 billion in equivalent terms.","ai_generated":true,"unit":"gclifun-006134#insight-1","date_modified":"2026-10-23"},{"text":"Portfolio-level risks, including investment concentration and liquidity, are currently within the tolerances approved by the Board, and no non-performing loans have been reported.","ai_generated":true,"unit":"gclifun-006134#insight-2","date_modified":"2026-10-23"},{"text":"The GCF's commitment authority nearly doubled following a USD 1 billion contribution from the United States.","ai_generated":true,"unit":"gclifun-006134#insight-3","date_modified":"2026-10-23"},{"text":"Funding distribution by region is led by Africa at 36%, followed by Asia-Pacific at 34% and LATAM & Car. at 26%.","ai_generated":true,"unit":"gclifun-006134#insight-4","date_modified":"2026-10-23"},{"text":"The portfolio shows a concentration of funding toward International Accredited Entities (80%) and the 'Energy access and power generation' sector (19.5%).","ai_generated":true,"unit":"gclifun-006134#insight-5","date_modified":"2026-10-23"},{"text":"The projected liquid asset portfolio for the next 12 months is USD 8.9 billion equivalent.","ai_generated":true,"unit":"gclifun-006134#insight-6","date_modified":"2026-10-23"},{"text":"The fund manages currency mismatch risk by setting aside USD 320 million, as most commitments are approved in USD while contributions are received in various non-USD currencies.","ai_generated":true,"unit":"gclifun-006134#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate finance","climate change adaptation","climate change mitigation"],"geography_discussed":["Africa","Asia-Pacific","Latin America and Caribbean","Eastern Europe","United States","Mongolia","Afghanistan","Zambia","Fiji","Senegal","Egypt","Paraguay","Burkina Faso","Belize"],"frame_perspective":[],"analysis_type":["risk assessment","portfolio analysis"]},{"id":"prio-001617","url":"https://climateinsightsdirectory.org/document/prio-001617","title":"Conflict Trends in Asia, 1989–2022","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"policy brief","language":"en","date_published":"2023-06","source_url":"https://cdn.cloud.prio.org/files/83beb5ad-5993-4ad5-b503-8c4eac2d117c/Obermeier - Conflict Trends in Asia 1989-2022 - Conflict Trends 6-2023.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document analyzes conflict patterns in Asia from 1989 to 2022, noting that while state-based battle-related deaths declined in 2022 due to the Taliban takeover in Afghanistan, violence escalated in Myanmar following its 2021 military coup. It details the prevalence of state-based conflicts as the deadliest type in the region, the emergence of interstate tensions between Kyrgyzstan and Tajikistan, and the rise of communal non-state violence in Papua New Guinea. The brief also highlights persistent one-sided violence against civilians by both state and non-state actors in Myanmar, Afghanistan, India, and the Philippines.","ai_generated":true,"unit":"prio-001617#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"State-based conflicts are the most frequent and lethal type of conflict in Asia. While the number of these conflicts has remained relatively stable over 33 years, 2020 saw a record low of fourteen conflicts, likely due to COVID-19-related ceasefires. In 2022, there were nineteen state-based conflicts across eleven countries, resulting in nearly 4,300 battle-related deaths.","ai_generated":true,"unit":"prio-001617#insight-1","date_modified":"2026-10-23"},{"text":"The Taliban's seizure of government in August 2021 led to a significant decline in battle-related deaths in Afghanistan, meaning the conflict did not qualify as a war for the first time since 2004. However, this decrease in conflict intensity has not improved the quality of life for citizens, particularly women and ethnic or linguistic minorities.","ai_generated":true,"unit":"prio-001617#insight-2","date_modified":"2026-10-23"},{"text":"Following the February 2021 military coup by the Tatmadaw, Myanmar experienced an escalation in violence, with 2022 becoming the most violent year for state-based conflict in the country since 1989. The military government (SAC) faces opposition from Ethnic Armed Organizations (EAOs) and the Anti-SAC Coalition.","ai_generated":true,"unit":"prio-001617#insight-3","date_modified":"2026-10-23"},{"text":"Interstate conflicts are becoming rare, but there is a resurgence of tension between Tajikistan and Kyrgyzstan over an un-demarcated border. In 2022, battle-related deaths in this conflict nearly tripled compared to 2021, and fighting extended into Kyrgyz territory by September 2022, displacing at least 100,000 civilians.","ai_generated":true,"unit":"prio-001617#insight-4","date_modified":"2026-10-23"},{"text":"Non-state conflicts in Asia have decreased in relative global rank, now being second to last behind only Europe. In 2022, the only non-state conflicts in the region occurred in Papua New Guinea, where eight different communal groups have been engaged in violence since 2019.","ai_generated":true,"unit":"prio-001617#insight-5","date_modified":"2026-10-23"},{"text":"One-sided violence against civilians is perpetrated by both state and non-state actors. In Myanmar, the SAC and the anti-SAC National Unity Government both used violence against civilians as a strategy, with an estimated 150 to 200 civilians killed per month in 2022. In India, the Communist Party of India-Maoist (CPI-M) has consistently perpetrated one-sided violence since 2005.","ai_generated":true,"unit":"prio-001617#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate crisis"],"geography_discussed":["Afghanistan","Myanmar","Papua New Guinea","Philippines","India","Pakistan","Thailand","Balochistan"],"frame_perspective":[],"analysis_type":["trend analysis","policy brief"]},{"id":"issafri-000075","url":"https://climateinsightsdirectory.org/document/issafri-000075","title":"Stagnation or Growth? Algeria’s development pathway to 2040","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2023-05-12","source_url":"https://futures.issafrica.org/special-reports/guide.pdf?report=country/algeria&topic=04-demographics","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document analyzes Algeria's demographic transition, noting a decline in fertility rates and a projected population of 54 million by 2040. It highlights economic risks associated with an aging population and low female labor participation, while observing that a shrinking 'youth bulge' may reduce the likelihood of social instability compared to sub-Saharan Africa.","ai_generated":true,"unit":"issafri-000075#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Algeria's population is projected to grow by approximately 24% over the next 20 years, reaching nearly 54 million people by 2040 in the Current Path forecast.","ai_generated":true,"unit":"issafri-000075#insight-1","date_modified":"2026-10-23"},{"text":"The total fertility rate (TFR) is expected to reach the replacement level of 2.1 births by 2035 and fall below two children per woman after 2040, potentially leading to a shrinking economy, increased health spending for the elderly, and a higher burden of non-communicable diseases.","ai_generated":true,"unit":"issafri-000075#insight-2","date_modified":"2026-10-23"},{"text":"Despite a favorable working-age population, Algeria faces high unemployment and significantly low female labor participation, estimated at 18.5%, which is about 20.5 percentage points lower than its peers.","ai_generated":true,"unit":"issafri-000075#insight-3","date_modified":"2026-10-23"},{"text":"Urbanization is high, with 74% of the population (32 million) living in coastal plain urban areas as of the reporting period, a figure projected to rise to 82% (44 million) by 2040.","ai_generated":true,"unit":"issafri-000075#insight-4","date_modified":"2026-10-23"},{"text":"The 'youth bulge' (population aged 15-29) has declined from a peak of 52% in the 1980s to just over 30% today, which is expected to moderate the demographic tendency for social instability compared to sub-Saharan Africa, where the bulge is 48%.","ai_generated":true,"unit":"issafri-000075#insight-5","date_modified":"2026-10-23"}],"climate_tags":["urbanization","public health"],"geography_discussed":["Afghanistan","Africa"],"frame_perspective":[],"analysis_type":["forecasting","demographic analysis"]},{"id":"ember-000072","url":"https://climateinsightsdirectory.org/document/ember-000072","title":"Research findings Assessment on Power Sector Data Transparency in Asia","publisher":{"name":"Ember","organization":"ember"},"document_type":"report","language":"en","date_published":"2023-05-04","source_url":"https://ember-energy.org/chapter/research-findings/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The assessment finds that data transparency in Asia is generally insufficient, with 24 out of 39 economies scoring poorly. While high-income nations and a few lower-middle income economies like India, Bangladesh, and Sri Lanka show better transparency, the region overall struggles with publishing lags, geographical granularity, and time granularity. Only seven economies provide hourly data, and 75% of economies fail to make data available in a timely manner, hindering the analysis required for a renewable energy transition.","ai_generated":true,"unit":"ember-000072#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Data transparency in Asia is generally inadequate, with more than half of the assessed economies (24 out of 39) characterized as having \"insufficient or poor data transparency\". This lack of data affects the visibility of how electricity needs are met for 684 million people.","ai_generated":true,"unit":"ember-000072#insight-1","date_modified":"2026-10-23"},{"text":"There is a general trend where higher income economies achieve better transparency scores than lower income ones, though some lower-middle income economies—specifically India, Bangladesh, and Sri Lanka—outperform all upper-middle income economies.","ai_generated":true,"unit":"ember-000072#insight-2","date_modified":"2026-10-23"},{"text":"The region performs poorly regarding time granularity and publishing lag. Only seven economies (Japan, Australia, Bangladesh, Singapore, New Zealand, Sri Lanka, and Georgia) provide hourly data, and 75% of economies do not provide data in a timely manner, with 14 economies experiencing a lag of over one year.","ai_generated":true,"unit":"ember-000072#insight-3","date_modified":"2026-10-23"},{"text":"Geographical granularity is limited, with only 20% of economies providing plant- or unit-level data, which is described as necessary for understanding power system operational status and utilization rates.","ai_generated":true,"unit":"ember-000072#insight-4","date_modified":"2026-10-23"},{"text":"Asian economies scored relatively better on fuel breakdown and ease of access. 40% of economies provide a full or more granular fuel breakdown, and 50% make datasets openly accessible via API or machine-readable files like csv or xlsx.","ai_generated":true,"unit":"ember-000072#insight-5","date_modified":"2026-10-23"},{"text":"A small group of economies, including India, South Korea, Taiwan, Australia, the Philippines, and New Zealand, provide a comprehensive suite of power market data beyond just generation, such as capacity, demand, and price.","ai_generated":true,"unit":"ember-000072#insight-6","date_modified":"2026-10-23"}],"climate_tags":["renewable energy","emission intensity","demand response"],"geography_discussed":["People's Republic of China","India","Japan","South Korea","Indonesia","Australia","Vietnam","Thailand","Malaysia","Pakistan","Philippines","Bangladesh","Singapore","New Zealand","Myanmar","Sri Lanka","Georgia","Tajikistan","Turkmenistan","Afghanistan","Papua New Guinea","New Caledonia"],"frame_perspective":[],"analysis_type":["assessment","regional overview"]},{"id":"costratri-000043","url":"https://climateinsightsdirectory.org/document/costratri-000043","title":"Indias Lithium Resources in Kashmir Highlight Conflict Risks Around Critical Minerals","publisher":{"name":"The Council on Strategic Risks","organization":"the-council-on-strategic-risks"},"document_type":"briefing","language":"en","date_published":"2023-03-30","source_url":"https://councilonstrategicrisks.org/2023/03/30/briefer-indias-lithium-resources-in-kashmir-highlight-conflict-risks-around-critical-minerals/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the implications of India's discovery of 5.9 million tons of lithium in Jammu and Kashmir, arguing that while it could bolster India's energy independence and EV goals, it risks exacerbating internal communal tensions and international conflict with Pakistan. It highlights environmental threats to the Chenab River watershed and suggests that the U.S. should promote global mining governance, technological alternatives like sodium-ion batteries, and demand-reduction policies to mitigate these risks.","ai_generated":true,"unit":"costratri-000043#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Geological Survey of India announced the discovery of 5.9 million tons of lithium on February 9th, which could place India among the world's top lithium holders and support its electric vehicle (EV) deployment and energy independence.","ai_generated":true,"unit":"costratri-000043#insight-1","date_modified":"2026-10-23"},{"text":"Lithium extraction in Jammu and Kashmir, specifically in the Salal area, poses significant environmental risks, including excessive freshwater use, deforestation, and contamination of the Chenab River watershed, in a region already rated as having 'Extremely High' physical water stress.","ai_generated":true,"unit":"costratri-000043#insight-2","date_modified":"2026-10-23"},{"text":"The mining project may intensify internal communal tensions in Jammu and Kashmir, as the benefits are unlikely to reach the marginalized Kashmiri Muslim population, while the costs fall on local residents in the Reasi district, which is evenly split between Muslims and Hindus.","ai_generated":true,"unit":"costratri-000043#insight-3","date_modified":"2026-10-23"},{"text":"Mining activities could jeopardize the Indus Waters Treaty by impacting the Chenab River, one of the six rivers governed by the agreement, adding to existing tensions over upstream dam construction.","ai_generated":true,"unit":"costratri-000043#insight-4","date_modified":"2026-10-23"},{"text":"To mitigate these risks, the author recommends that the U.S. support robust global mining governance, invest in sodium-ion batteries as an alternative to lithium, and implement policies to reduce lithium demand, such as increasing battery recycling and reducing car dependency.","ai_generated":true,"unit":"costratri-000043#insight-5","date_modified":"2026-10-23"}],"climate_tags":["critical minerals","energy transition","battery recycling","deforestation"],"geography_discussed":["Pakistan","Salal","Reasi district","Bolivia","Chile","Portugal","United States","Serbia","Afghanistan"],"frame_perspective":[],"analysis_type":["risk assessment","policy recommendation"]},{"id":"gclifun-005792","url":"https://climateinsightsdirectory.org/document/gclifun-005792","title":"Status of the GCF portfolio: Approved projects and fulfilment of conditions","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2023-02-22","source_url":"https://www.greenclimate.fund/sites/default/files/document/gcf-b35-inf11.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"As of 31 December 2022, the GCF has approved 209 funding proposals totaling USD 11.4 billion, with 182 projects under implementation. The portfolio maintains a near-equal balance between mitigation (51%) and adaptation (49%) in grant equivalent terms. The Readiness Programme has approved 649 grants totaling USD 468 million. While cumulative disbursements for funded activities reached USD 3 billion, the GCF reports implementation delays primarily attributed to the COVID-19 pandemic and other operational challenges. The report also details the status of condition fulfillment for approved projects and identifies specific activities requiring restructuring or cancellation.","ai_generated":true,"unit":"gclifun-005792#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"As of 31 December 2022, the GCF portfolio consists of 209 approved projects with a total funding amount of USD 11.4 billion and USD 31.4 billion in mobilized co-financing.","ai_generated":true,"unit":"gclifun-005792#insight-1","date_modified":"2026-10-23"},{"text":"The GCF has achieved a nearly balanced allocation between mitigation and adaptation, with a ratio of 51:49 in grant equivalent terms as of 31 December 2022.","ai_generated":true,"unit":"gclifun-005792#insight-2","date_modified":"2026-10-23"},{"text":"The Readiness and Preparatory Support Programme approved 649 grants for 141 countries totaling USD 468 million by 31 December 2022, with USD 275 million disbursed.","ai_generated":true,"unit":"gclifun-005792#insight-3","date_modified":"2026-10-23"},{"text":"Of the 209 approved projects, 182 (87%) are under implementation, representing USD 9.2 billion in funding, with a cumulative disbursement of USD 3 billion as of 31 December 2022.","ai_generated":true,"unit":"gclifun-005792#insight-4","date_modified":"2026-10-23"},{"text":"The GCF has exceeded its target of allocating at least 50% of adaptation funding to vulnerable countries (LDCs, SIDS, and African States), with the current portfolio at 69% in grant equivalent terms.","ai_generated":true,"unit":"gclifun-005792#insight-5","date_modified":"2026-10-23"},{"text":"The Project Preparation Facility (PPF) has approved 57 funding and service applications totaling USD 38 million, benefiting 34 accredited entities.","ai_generated":true,"unit":"gclifun-005792#insight-6","date_modified":"2026-10-23"},{"text":"Implementation and disbursement have been hindered by the COVID-19 pandemic, leading to 244 no-cost extension requests for Readiness Programme grants and delays in funded activities.","ai_generated":true,"unit":"gclifun-005792#insight-7","date_modified":"2026-10-23"},{"text":"Funding through Direct Access Entities (DAEs) has increased from 12% of the initial resource mobilization (IRM) portfolio to 18% of the current portfolio.","ai_generated":true,"unit":"gclifun-005792#insight-8","date_modified":"2026-10-23"},{"text":"The Private Sector Facility accounts for 17% of the total portfolio in grant equivalent terms, with private sector projects mobilizing co-financing at 3.5 times the GCF funding level.","ai_generated":true,"unit":"gclifun-005792#insight-9","date_modified":"2026-10-23"},{"text":"Ten projects encountered significant implementation challenges between September and December 2022 that may necessitate restructuring or cancellation, including projects in Pakistan, Mauritius, Samoa, Burkina Faso, and Afghanistan.","ai_generated":true,"unit":"gclifun-005792#insight-10","date_modified":"2026-10-23"}],"climate_tags":["climate finance","climate change adaptation","climate change mitigation","Direct Access","Private sector engagement","national adaptation plan","greenhouse gas emissions reduction","Reducing emissions from deforestation and forest degradation","ecosystem-based adaptation","climate resilience"],"geography_discussed":["Africa","Asia-Pacific","Latin America and the Caribbean","Eastern Europe","Afghanistan","Burkina Faso","Pakistan"],"frame_perspective":[],"analysis_type":["portfolio review","performance monitoring","financial analysis"]},{"id":"napglob-000275","url":"https://climateinsightsdirectory.org/document/napglob-000275","title":"Peace, Conflict, and National Adaptation Plan (NAP) Processes","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"guide","language":"en","date_published":"2023","source_url":"https://napglobalnetwork.org/wp-content/uploads/2023/12/napgn-en-2023-peace-conflict-nap-processes.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document outlines how to integrate conflict sensitivity and peacebuilding into the National Adaptation Plan (NAP) process, emphasizing the mutual reinforcement of climate resilience and peace. It identifies six enabling factors—leadership, data, financing, institutional arrangements, stakeholder engagement, and capacity development—and provides specific entry points across the planning, implementation, and monitoring phases to ensure adaptation actions do not exacerbate tensions and instead contribute to sustainable peace.","ai_generated":true,"unit":"napglob-000275#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a significant overlap between state fragility and climate vulnerability, with many of the most fragile states also being the most vulnerable to climate change. This creates a cycle where conflict erodes adaptive capacities, and climate impacts can exacerbate conflict risks by increasing competition over shrinking natural resources or undermining food security.","ai_generated":true,"unit":"napglob-000275#insight-1","date_modified":"2026-10-23"},{"text":"Conflict-sensitive adaptation is viewed as a spectrum ranging from 'conflict-blindness' to 'peacebuilding'. While conflict sensitivity focuses on 'working in' conflict to minimize harm and avoid exacerbating tensions, peacebuilding focuses on 'working on' conflict by specifically addressing root causes to generate peace-related outcomes.","ai_generated":true,"unit":"napglob-000275#insight-2","date_modified":"2026-10-23"},{"text":"Aligning NAPs with peacebuilding agendas is beneficial because both processes share drivers of vulnerability (such as poverty and inequality), operate on similar medium- to long-term timelines, and rely on strengthened governance and participatory, country-owned processes for success.","ai_generated":true,"unit":"napglob-000275#insight-3","date_modified":"2026-10-23"},{"text":"Conflict-affected states face severe climate data deficits due to the destruction of infrastructure, such as weather stations, and the loss of technical personnel during violence. This gap hinders the ability to accurately assess vulnerabilities and design effective adaptation interventions.","ai_generated":true,"unit":"napglob-000275#insight-4","date_modified":"2026-10-23"},{"text":"International climate financing is disproportionately low in fragile states compared to non-fragile states. Between 2014 and 2021, financing for climate mitigation and adaptation in fragile countries averaged USD 10.8 per person, compared to USD 161.7 per person in non-fragile states.","ai_generated":true,"unit":"napglob-000275#insight-5","date_modified":"2026-10-23"},{"text":"Effective conflict-sensitizing of the NAP process requires specific actions at key entry points: conducting a conflict analysis during stocktaking, integrating conflict considerations into vulnerability and risk assessments (VRAs), and designing adaptation options that specifically address peacebuilding co-benefits.","ai_generated":true,"unit":"napglob-000275#insight-6","date_modified":"2026-10-23"},{"text":"Transboundary collaboration through the NAP process can serve as a tool for environmental peacebuilding, as shared climate challenges—such as the management of river basins or migration—can provide a neutral basis for dialogue and trust-building between neighbouring countries.","ai_generated":true,"unit":"napglob-000275#insight-7","date_modified":"2026-10-23"},{"text":"Monitoring, Evaluation, and Learning (MEL) for NAPs in fragile contexts must be iterative and include a 'theory of change' to track how adaptation activities influence peace and conflict dynamics over time, rather than just measuring climate outputs.","ai_generated":true,"unit":"napglob-000275#insight-8","date_modified":"2026-10-23"}],"climate_tags":["national adaptation plan","climate change adaptation","climate finance","climate data","climate migration","social inclusion"],"geography_discussed":["Somalia","Iraq","South Sudan","Timor-Leste","Central African Republic","Democratic Republic of the Congo","Afghanistan","Sierra Leone","Brazil","Togo","Burkina Faso","Madagascar","Peru"],"frame_perspective":[],"analysis_type":["guidance","framework","policy analysis"]},{"id":"napglob-000399","url":"https://climateinsightsdirectory.org/document/napglob-000399","title":"Paix, conflits et processus de plans nationaux d’adaptation (PNA)","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"guide","language":"fr","date_published":"2023","source_url":"https://napglobalnetwork.org/wp-content/uploads/2024/06/napgn-fr-2024-peace-conflict-nap.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that climate change and conflict are mutually reinforcing, and that adaptation planning can break this cycle if it is conflict-sensitive. It outlines six enabling factors—leadership, data, finance, institutional arrangements, stakeholder engagement, and capacity building—necessary for successful NAPs in fragile states. The guide provides a detailed framework for integrating conflict analysis into the three main phases of the NAP process: planning, implementation, and monitoring, evaluation, and learning (MEL).","ai_generated":true,"unit":"napglob-000399#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Climate change acts as a threat multiplier in fragile states, exacerbating existing tensions and governance difficulties, which in turn increases the risk, duration, and severity of conflicts.","ai_generated":true,"unit":"napglob-000399#insight-1","date_modified":"2026-10-23"},{"text":"There is a significant gap in climate finance for fragile states; between 2014 and 2021, climate finance for fragile states averaged $10.80 per person, compared to $161.70 for non-fragile states, with extremely fragile states receiving only $2.10 per person.","ai_generated":true,"unit":"napglob-000399#insight-2","date_modified":"2026-10-23"},{"text":"Conflict severely degrades the capacity to produce climate data; for example, the Taliban closed the Afghan Meteorological Authority and burned climate archives in 1996, leaving the country with only four terrestrial climate stations for an area of 163,215 km².","ai_generated":true,"unit":"napglob-000399#insight-3","date_modified":"2026-10-23"},{"text":"Conflict-sensitive adaptation follows a continuum from 'conflict blindness' to 'do no harm', then to 'conflict sensitivity' (minimizing tensions), and finally to 'peacebuilding' (proactively addressing root causes of conflict).","ai_generated":true,"unit":"napglob-000399#insight-4","date_modified":"2026-10-23"},{"text":"Effective NAPs in fragile contexts require high-level political leadership to align adaptation with national peacebuilding plans and to use the NAP process as a tool for dialogue between opposing political factions.","ai_generated":true,"unit":"napglob-000399#insight-5","date_modified":"2026-10-23"},{"text":"The guide recommends integrating conflict analysis into the NAP planning phase by conducting desk reviews and participatory workshops to identify 'dividers' and 'connectors' before selecting adaptation options.","ai_generated":true,"unit":"napglob-000399#insight-6","date_modified":"2026-10-23"},{"text":"Adaptation measures can directly support peacebuilding, such as Brazil's use of negotiators for water resource disputes, Togo's conflict mediation training for livestock officials, and Timor-Leste's use of the traditional 'Tara Bandu' system for resource management.","ai_generated":true,"unit":"napglob-000399#insight-7","date_modified":"2026-10-23"},{"text":"Monitoring, Evaluation, and Learning (MEL) for NAPs in fragile states should utilize a 'Theory of Change' to explicitly link adaptation activities to peace outcomes and track long-term effects on social cohesion.","ai_generated":true,"unit":"napglob-000399#insight-8","date_modified":"2026-10-23"}],"climate_tags":["national adaptation plan","climate finance","climate data","social inclusion","climate migration"],"geography_discussed":["Somalia","Iraq","South Sudan","Central African Republic","Timor-Leste","Togo","Burkina Faso","Afghanistan","Sierra Leone","Finland","Norway","Democratic Republic of the Congo"],"frame_perspective":[],"analysis_type":["guidance","framework","case study"]},{"id":"prio-001223","url":"https://climateinsightsdirectory.org/document/prio-001223","title":"Ethics in Peace Negotiations Roles and Considerations According to Experts","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"research paper","language":"en","date_published":"2023","source_url":"https://cdn.cloud.prio.org/files/8a7938f2-a763-44ce-b847-f871bae31a6c/AVH5110 Thesis for Master in RICS Cand Number 5199_Pub.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The document explores how ethics functions within peace negotiations, arguing that while often implicit or subordinated to power and strategy, ethical considerations significantly impact the process. Using the 'situated holism framework'—which analyzes positions, participants, practices, procedures, and principles—the author identifies key ethical dilemmas, such as the tradeoff between immediate peace and long-term justice, the legitimacy of including controversial stakeholders, and the tension between a negotiator's mandate and the urgency of reaching an agreement. The findings suggest that ethics in this field is often a matter of 'principled realism,' where normative concerns coexist with realpolitik.","ai_generated":true,"unit":"prio-001223#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Experts perceive ethics as a constant but frequently implicit parameter in peace negotiations, often lacking a dedicated vocabulary and instead being framed in terms of strategy, logic, or efficiency.","ai_generated":true,"unit":"prio-001223#insight-1","date_modified":"2026-10-23"},{"text":"A central ethical dilemma for negotiating parties is the tradeoff between achieving an immediate peace agreement and ensuring long-term justice, including whether to compromise on justice to end violence.","ai_generated":true,"unit":"prio-001223#insight-2","date_modified":"2026-10-23"},{"text":"The inclusion of 'controversial stakeholders'—such as groups designated as terrorists—presents a significant ethical challenge, balancing the risk of legitimizing violent actors against the goal of ending suffering.","ai_generated":true,"unit":"prio-001223#insight-3","date_modified":"2026-10-23"},{"text":"Negotiators face ethical tensions regarding their mandates, specifically whether to adhere strictly to fixed positions or 'stretch' their authority to facilitate a timely agreement.","ai_generated":true,"unit":"prio-001223#insight-4","date_modified":"2026-10-23"},{"text":"There is a tension between the need for inclusivity to ensure legitimacy and the need for efficiency to reach a feasible agreement, as too many participants can complicate the process.","ai_generated":true,"unit":"prio-001223#insight-5","date_modified":"2026-10-23"},{"text":"Ethical considerations extend to the timing and decision of whether to negotiate at all, with some experts arguing there is an ethical obligation to seek negotiations if they can end violence.","ai_generated":true,"unit":"prio-001223#insight-6","date_modified":"2026-10-23"},{"text":"Practices in negotiations can be 'ethically critical,' such as using 'window dressing' or dishonesty to sell compromises to the public, or 'ethically supportive,' such as intentional trust-building behaviors.","ai_generated":true,"unit":"prio-001223#insight-7","date_modified":"2026-10-23"},{"text":"The legal framework, particularly national constitutions, can act as both a restrictive deterrent to the aspirations of marginalized groups and a necessary guarantee of safety for the process.","ai_generated":true,"unit":"prio-001223#insight-8","date_modified":"2026-10-23"},{"text":"Negotiators often experience a conflict between their representative role and their individual interests, including the pursuit of personal political power or rewards.","ai_generated":true,"unit":"prio-001223#insight-9","date_modified":"2026-10-23"},{"text":"The 'situated holism framework' demonstrates that ethical considerations are interdependent across five dimensions: positions, participants, practices, procedures, and principles.","ai_generated":true,"unit":"prio-001223#insight-10","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Norway","South Sudan","Syria","Guatemala","Afghanistan","Mali","Philippines","Israel","Palestine","Iran","Ukraine","Russia","Bosnia and Herzegovina"],"frame_perspective":[],"analysis_type":["qualitative research","expert interviews","thematic analysis"]},{"id":"prio-001725","url":"https://climateinsightsdirectory.org/document/prio-001725","title":"Winds of Change? The Impact of Non-Western Powers’ Engagement in Afghanistan and the Sahel","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"research paper","language":"en","date_published":"2023","source_url":"https://cdn.cloud.prio.org/files/7291a71e-cea9-47d0-ab89-dcac6757a308/Sandnes and Carrozza - Winds of Change The Impact of Non-Western Powers Engagement in Afghanistan and the Sahel PRIO Paper 2023.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes how non-Western powers are extending their influence in Afghanistan and the Sahel through economic, political, and security tools. While China and Russia are the most visible actors, their strategies differ: Russia often employs a 'harder' security-focused approach, while China focuses on 'softer' developmental and economic interests. The document finds that while there are expectations that these powers will fill the vacuum left by Western withdrawals, there is limited evidence that a major power shift has materialized. It concludes that the engagement of autocratic states likely allows for the continuation of existing illiberal tendencies rather than actively exporting them, and recommends that Norway focus on its own unique benefits when engaging with these regions.","ai_generated":true,"unit":"prio-001725#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"China and Russia are the most active and consequential non-Western actors in both Afghanistan and the Sahel, impacting the regions economically, politically, and in terms of security.","ai_generated":true,"unit":"prio-001725#insight-1","date_modified":"2026-10-23"},{"text":"Russia's strategic goals in the Sahel include increasing weapons exports, maintaining access to natural resources, and countering Western powers; in Afghanistan, it focuses on reclaiming regional hegemony and countering the West.","ai_generated":true,"unit":"prio-001725#insight-2","date_modified":"2026-10-23"},{"text":"China's strategy in the Sahel is primarily driven by economic opportunities, though it has increased security activities to protect its citizens and interests. In Afghanistan, it pursues economic gains while attempting to prevent transnational terrorist movements from threatening its borders.","ai_generated":true,"unit":"prio-001725#insight-3","date_modified":"2026-10-23"},{"text":"Muslim countries, including Turkey, Saudi Arabia, Qatar, the UAE, and Pakistan, primarily use cultural and religious diplomacy, mediation, and infrastructure building, although Turkey has expanded its security involvement in the Sahel.","ai_generated":true,"unit":"prio-001725#insight-4","date_modified":"2026-10-23"},{"text":"Undemocratic regimes in these regions often prefer aid from non-Western powers because it is typically less conditional than Western aid, and these regimes often play external powers against one another for gain.","ai_generated":true,"unit":"prio-001725#insight-5","date_modified":"2026-10-23"},{"text":"The engagement of autocratic states like China and Russia is more likely to enable the continuation of existing illiberal tendencies in Afghanistan and the Sahel rather than dramatically increasing them.","ai_generated":true,"unit":"prio-001725#insight-6","date_modified":"2026-10-23"},{"text":"Despite expectations that China and Russia would fill the vacuum left by the retreat of Western forces, there is limited evidence that a major shift in roles has actually occurred.","ai_generated":true,"unit":"prio-001725#insight-7","date_modified":"2026-10-23"},{"text":"Russia's capacity to expand its influence in the Sahel and Afghanistan is currently constrained by its resource commitments to the war in Ukraine.","ai_generated":true,"unit":"prio-001725#insight-8","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["People's Republic of China","Russia","Turkey","India","Pakistan","Saudi Arabia","United Arab Emirates","Qatar","Mali","Niger","Chad","Mauritania","Burkina Faso","Norway","Ukraine"],"frame_perspective":[],"analysis_type":["geopolitical analysis","policy assessment"]},{"id":"prio-001869","url":"https://climateinsightsdirectory.org/document/prio-001869","title":"The Women, Peace, and Security (WPS) Index 2023/24","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"report","language":"en","date_published":"2023","source_url":"https://cdn.cloud.prio.org/files/49fc728b-2f9f-412c-b798-cff36501bce3/WPS-Index-full-report.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Women, Peace, and Security (WPS) Index 2023/24 ranks 177 countries based on 13 indicators across three dimensions: inclusion, justice, and security. The report finds that women's status is more strongly correlated with a nation's peace, democratic health, and climate change preparedness than with its GDP. It highlights extreme global disparities, with Denmark ranking highest and Afghanistan lowest. The report also examines the escalating threat of political violence against women—physical, sexual, and digital—and provides subnational analyses for Colombia and Ethiopia to show how women's status varies within national borders.","ai_generated":true,"unit":"prio-001869#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The 2023/24 WPS Index reveals extreme global disparities in women's status, with Denmark ranking first (score 0.932) and Afghanistan ranking last (score 0.286).","ai_generated":true,"unit":"prio-001869#insight-1","date_modified":"2026-10-23"},{"text":"Women's status is more strongly correlated with a country's human development, climate change preparedness, and state resilience than with its national income (GDP).","ai_generated":true,"unit":"prio-001869#insight-2","date_modified":"2026-10-23"},{"text":"The Fragile States group is the worst-performing category overall; on average, 20% of women in these countries have experienced recent intimate partner violence and 60% live near conflict.","ai_generated":true,"unit":"prio-001869#insight-3","date_modified":"2026-10-23"},{"text":"The Middle East and North Africa (MENA) region shows the widest range of performance and the lowest averages for women's employment, parliamentary representation, and access to justice.","ai_generated":true,"unit":"prio-001869#insight-4","date_modified":"2026-10-23"},{"text":"Global financial inclusion for women increased from 56% in 2014 to 71% in 2021, driven largely by the proliferation of digital finance platforms.","ai_generated":true,"unit":"prio-001869#insight-5","date_modified":"2026-10-23"},{"text":"Political violence targeting women (PVTW) is used as a tactic to silence women and marginalize them from power, with Mexico, Brazil, Nigeria, the Democratic Republic of the Congo, and Myanmar recording the highest number of events in 2022.","ai_generated":true,"unit":"prio-001869#insight-6","date_modified":"2026-10-23"},{"text":"Technology-facilitated gender-based violence is increasing, with 73% of women journalists in a 2020 global survey reporting such violence during their careers.","ai_generated":true,"unit":"prio-001869#insight-7","date_modified":"2026-10-23"},{"text":"In 2022, approximately 600 million women (15% of the global female population) lived within 50 kilometers of armed conflict, more than double the levels seen in the 1990s.","ai_generated":true,"unit":"prio-001869#insight-8","date_modified":"2026-10-23"},{"text":"Subnational analysis in Colombia shows wide variation, with Santander scoring highest (.783) and Casanare lowest (.534), the latter having 80% of women living near armed conflict.","ai_generated":true,"unit":"prio-001869#insight-9","date_modified":"2026-10-23"},{"text":"Subnational analysis in Ethiopia reveals that the Southern Nations, Nationalities, and Peoples Region (SNNPR) performed best (.541), while Afar performed worst (.389), with women in Afar averaging less than one year of schooling.","ai_generated":true,"unit":"prio-001869#insight-10","date_modified":"2026-10-23"}],"climate_tags":["climate resilience","environmental justice"],"geography_discussed":["Denmark","Afghanistan","Colombia","Ethiopia","Santander Department","Casanare Department","Afar Region","Southern Nations, Nationalities, and Peoples Region"],"frame_perspective":[],"analysis_type":["comparative analysis","subnational analysis","correlation analysis","index ranking"]},{"id":"prio-001331","url":"https://climateinsightsdirectory.org/document/prio-001331","title":"Documentation of qualitative data collection","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"guide","language":"en","date_published":"2022-10-31","source_url":"https://cdn.cloud.prio.org/files/bd5a9f21-807d-438a-97b2-73ab6a9057aa/Documentation of qualitative data collection.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document details the qualitative data collection for the MIGNEX project (2018–2023), which involved 104 focus group discussions, 516 key informant interviews, and extensive field observations and photography across 10 countries. It outlines the research ethics, the impact of the Covid-19 pandemic on fieldwork, the process of creating an anonymized open data set for focus group transcripts, and the use of NVivo for coding and analysis. The text reflects on the co-production of knowledge, the role of local research assistants, and the challenges of maintaining transparency and equity in large-scale international collaborative research.","ai_generated":true,"unit":"prio-001331#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The MIGNEX qualitative data collection was conducted in 26 research areas across 10 countries between February 2020 and December 2021, involving 104 transcribed focus group discussions and 516 key informant interviews.","ai_generated":true,"unit":"prio-001331#insight-1","date_modified":"2026-10-23"},{"text":"The project utilized a specific focus group methodology involving four groups per research area, divided by gender (male/female) and the strength of their migration ties (strong/weak), with participants aged 18-39.","ai_generated":true,"unit":"prio-001331#insight-2","date_modified":"2026-10-23"},{"text":"The Covid-19 pandemic significantly extended the data collection period from a planned 11 months to 23 months and necessitated adaptations such as remote participation in six research areas.","ai_generated":true,"unit":"prio-001331#insight-3","date_modified":"2026-10-23"},{"text":"To ensure research transparency and quality, the project implemented a rigorous documentation system including Research Area Interim Reports (RAIRs), a standardized consent record signed by researchers, and a multiple-choice methodology test for all staff.","ai_generated":true,"unit":"prio-001331#insight-4","date_modified":"2026-10-23"},{"text":"The project developed a comprehensive NVivo codebook consisting of 70 nodes (10 heading codes and 60 sub-codes) to systematize the focus group data for analysis.","ai_generated":true,"unit":"prio-001331#insight-5","date_modified":"2026-10-23"},{"text":"The MIGNEX focus group data set, consisting of 104 anonymized transcripts and associated metadata, is intended to be made available as an 'open data set' for researchers and students starting January 1, 2025.","ai_generated":true,"unit":"prio-001331#insight-6","date_modified":"2026-10-23"},{"text":"Researchers identified significant ethical dilemmas regarding 'benefit sharing' in low- and middle-income countries, noting that participants often expected short-term tangible benefits while the project's primary benefits were cumulative and policy-oriented.","ai_generated":true,"unit":"prio-001331#insight-7","date_modified":"2026-10-23"},{"text":"The project emphasized 'positionality' and 'self-awareness,' utilizing mixed research teams (combining foreign and national researchers) to navigate power dynamics and improve access to participants.","ai_generated":true,"unit":"prio-001331#insight-8","date_modified":"2026-10-23"},{"text":"Fieldwork implementation relied heavily on local research assistants and facilitators to build trust, manage recruitment, and navigate local 'universes of meaning' where researchers were sometimes mistaken for NGO workers or government officials.","ai_generated":true,"unit":"prio-001331#insight-9","date_modified":"2026-10-23"},{"text":"The project used 'coding scales' (21 in total) within the RAIRs to convert qualitative fieldwork insights into quantitative scores on a four-point scale for use in Qualitative Comparative Analysis (QCA).","ai_generated":true,"unit":"prio-001331#insight-10","date_modified":"2026-10-23"}],"climate_tags":["climate migration"],"geography_discussed":["Afghanistan","Cape Verde","Ethiopia","Ghana","Guinea","Nigeria","Pakistan","Somalia","Tunisia","Turkey"],"frame_perspective":[],"analysis_type":["methodological documentation","process evaluation"]}]}