{"query_echo":{"q":"","filters":{"organization":["Climate and Development Knowledge Network"]},"warnings":[]},"total":{"value":1008,"relation":"eq"},"page":44,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?organization=climate-and-development-knowledge-network&page=44","next":"https://climateinsightsdirectory.org/api/v1/search?organization=climate-and-development-knowledge-network&page=45","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":"cdkn-000281","url":"https://climateinsightsdirectory.org/document/cdkn-000281","title":"From planning to action - lessons from Durban’s adaptation response","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"case study","language":"en","date_published":null,"source_url":"https://cdkn.org/story/from-planning-to-action-lessons-from-durban%25e2%2580%2599s-adaptation-response","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines Durban's 'learning-by-doing' approach to climate adaptation through its Municipal Climate Protection Programme (MCPP). It highlights that sector-specific Municipal Adaptation Plans (MAPs) for water, waste, and disaster management were more effective at driving action than high-level integrated strategies. The city's efforts include making its 75,000 ha open space system 'climate smart', testing community-level food security and reforestation projects, and implementing urban management pilots like green roofs. The text emphasizes the need for direct adaptation funding for local governments, arguing that while climate causes are global, impacts and necessary actions are local.","ai_generated":true,"unit":"cdkn-000281#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Durban's experience indicates that detailed, sector-level planning is more effective at prompting adaptation action in high-pressure local government contexts than high-level integrated planning. While the city's headline adaptation strategy failed to encourage new action, the development of Municipal Adaptation Plans (MAPs) for high-risk sectors—specifically water, waste, and disaster management—successfully built champions and encouraged action.","ai_generated":true,"unit":"cdkn-000281#insight-1","date_modified":"2026-10-23"},{"text":"The city has implemented various urban and community-level adaptation pilots to test resilience and socio-economic benefits. These include a green roof project to reduce temperature and stormwater runoff, sea level rise modelling, and community reforestation projects designed to provide socio-economic upliftment for poor communities by linking adaptation to the 'green economy'.","ai_generated":true,"unit":"cdkn-000281#insight-2","date_modified":"2026-10-23"},{"text":"Initial assessments of community food security suggested significant threats to dryland maize yields, but subsequent field trials and improved data indicated these impacts were likely overstated. This finding underscores that local climate impact science is evolving, requiring local government planning to be flexible and responsive to new data.","ai_generated":true,"unit":"cdkn-000281#insight-3","date_modified":"2026-10-23"},{"text":"To mainstream climate considerations into spatial planning, the city developed a GIS-based tool and incorporated the Municipal Climate Protection Programme into its core Integrated Development Plan (IDP). Institutional changes included the establishment of a dedicated climate protection branch.","ai_generated":true,"unit":"cdkn-000281#insight-4","date_modified":"2026-10-23"},{"text":"The document argues that because climate impacts are local, adaptation funding from international negotiations must be directly accessible to local governments, who often lack the competence and capacity to adapt despite the urgency of the need.","ai_generated":true,"unit":"cdkn-000281#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","ecosystem service","food security","reforestation","green economy","climate finance"],"geography_discussed":["South Africa"],"frame_perspective":[],"analysis_type":["case study"]},{"id":"cdkn-000282","url":"https://climateinsightsdirectory.org/document/cdkn-000282","title":"Policymakers must consider risk from slow-onset processes, as well as extreme weather","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"report","language":"en","date_published":null,"source_url":"https://cdkn.org/story/policymakers-must-consider-risk-from-slow-onset-processes-as-well-as-extreme-weather","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document highlights a gap in policy attention toward slow-onset climate processes in Latin America and the Caribbean, despite the region's experience with extreme weather. It calls for integrated risk-management approaches and international cooperation to address loss and damage, noting similar challenges in Asia and the Pacific.","ai_generated":true,"unit":"cdkn-000282#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"While Latin America and the Caribbean have significant experience managing risks from extreme weather events like hurricanes and droughts, they are less capable of addressing slow-onset climate-related events such as ocean acidification, sea-temperature rise, and sea-level rise.","ai_generated":true,"unit":"cdkn-000282#insight-1","date_modified":"2026-10-23"},{"text":"Policymakers have given significantly less attention to slow-onset processes, leading delegates to call for the knowledge gap to be addressed due to the potential for devastating impacts if global temperatures rise 4°C above pre-industrial levels.","ai_generated":true,"unit":"cdkn-000282#insight-2","date_modified":"2026-10-23"},{"text":"Participants recommended the adoption of comprehensive approaches that integrate disaster-risk management and adaptation to reduce loss and damage, while also increasing political coordination and data sharing.","ai_generated":true,"unit":"cdkn-000282#insight-3","date_modified":"2026-10-23"},{"text":"Slow-onset processes are causing specific regional challenges elsewhere, including soil salinisation and sea-level rise in Bangladesh, sea-level rise in Pacific small-island states, and glacial melt in the Himalaya affecting the water supply of India, Bhutan, and Nepal.","ai_generated":true,"unit":"cdkn-000282#insight-4","date_modified":"2026-10-23"}],"climate_tags":["loss and damage","extreme weather event","sea level rise","ocean acidification","climate change adaptation","glacial melting"],"geography_discussed":["Mexico","Ethiopia","Asia","Bangladesh","Pacific Ocean","Nepal","Bhutan","India"],"frame_perspective":[],"analysis_type":["policy assessment","regional consultation"]},{"id":"cdkn-000285","url":"https://climateinsightsdirectory.org/document/cdkn-000285","title":"Remembering Professor Saleemul Huq OBE (1952-2023)","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"statement","language":"en","date_published":null,"source_url":"https://cdkn.org/story/remembering-professor-saleemul-huq-obe-1952-2023","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document consists of personal reflections from CDKN staff and partners on the impact of Professor Saleemul Huq (1952-2023). It highlights his role as a champion of climate justice, his commitment to mentoring young climate professionals, and his advocacy for southern leadership and locally-led adaptation. Contributors emphasize his generosity, his ability to center the voices of the 'majority world' in global climate negotiations, and his instrumental role in creating learning events such as the Community-based Adaptation (CBA) conference and Gobeshona.","ai_generated":true,"unit":"cdkn-000285#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Professor Saleemul Huq was a prominent advocate for climate justice and the empowerment of the 'majority world', arguing that global networks must center the voices of these regions and facilitate locally-led action.","ai_generated":true,"unit":"cdkn-000285#insight-1","date_modified":"2026-10-23"},{"text":"Professor Huq was a pioneer of Community-based Adaptation (CBA) and contributed to the development of the World Adaptation Science Programme (formerly UNEP-PROVIA).","ai_generated":true,"unit":"cdkn-000285#insight-2","date_modified":"2026-10-23"},{"text":"He was instrumental in establishing several key climate learning and networking platforms, including Gobeshona, the Community-based Adaptation (CBA) conference, and the Development & Climate days at COP.","ai_generated":true,"unit":"cdkn-000285#insight-3","date_modified":"2026-10-23"}],"climate_tags":["climate justice","Community based adaptation","climate diplomacy","capacity building"],"geography_discussed":["Ghana","Ethiopia"],"frame_perspective":[],"analysis_type":["tribute","memorial"]},{"id":"cdkn-000312","url":"https://climateinsightsdirectory.org/document/cdkn-000312","title":"The Challenge of a Low Carbon Economy","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"statement","language":"en","date_published":null,"source_url":"https://cdkn.org/story/the-challenge-of-a-low-carbon-economy","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The document highlights South Asia's vulnerability to climate change and criticizes developed nations for attempting to shift the burden of mitigation through offsets and Carbon Capture and Storage. It details India's eight national climate missions, including ambitious solar power targets and energy efficiency schemes, while noting that India's dependency on coal could be reduced from a 'business as usual' projection of 69.5% to 57.7% under a low-carbon strategy. The author emphasizes that after 2020, India will exhaust 'low hanging' options, necessitating revolutionary technology and drastic emission reductions in industrialized countries based on the principle of equity.","ai_generated":true,"unit":"cdkn-000312#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"South Asia is identified as one of the most vulnerable regions to climate change, with the author arguing that developed nations are attempting to avoid domestic action by using 'offsets' and 'silver bullets like Carbon Capture and Storage' to shift mitigation burdens.","ai_generated":true,"unit":"cdkn-000312#insight-1","date_modified":"2026-10-23"},{"text":"The Indian government has implemented eight national missions on climate change: a solar mission aiming for 1100 MW by 2013 with a US$ 20 billion investment over 25 years; enhanced energy efficiency via the \"Perform, Achieve and Trade Scheme\" (PAT) and CFL installation; Sustainable Urban Development focusing on public transport in 10 cities; the National Water Mission for groundwater and efficiency; the Green India Mission targeting 10 million ha of increased forest cover; Sustainable Agriculture; the Himalayan Mission; and the Strategic Knowledge Mission.","ai_generated":true,"unit":"cdkn-000312#insight-2","date_modified":"2026-10-23"},{"text":"India's power sector is currently 67.8% dependent on coal. Under a low-carbon strategy involving hydro-power, wind, and solar, this dependency could be reduced to 57.7%, avoiding 3.4 billion MT CO2 compared to a 'business as usual' scenario where coal dependency would rise to 69.5%.","ai_generated":true,"unit":"cdkn-000312#insight-3","date_modified":"2026-10-23"},{"text":"The author asserts that India will exhaust all 'low hanging' and high-end commercialized technology options by 2020, creating a requirement for revolutionary technology and drastic emission reduction targets in industrialized countries to maintain equity.","ai_generated":true,"unit":"cdkn-000312#insight-4","date_modified":"2026-10-23"}],"climate_tags":["low-carbon economy","solar energy","energy efficiency","sustainable development","reforestation","sustainable agriculture","carbon capture and storage","climate justice","climate finance","greenhouse gas emissions reduction"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["policy analysis","strategic argument"]},{"id":"cdkn-000319","url":"https://climateinsightsdirectory.org/document/cdkn-000319","title":"10 propositions for success","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"report","language":"en","date_published":null,"source_url":"https://cdkn.org/sites/default/files/files/10-propositions-for-success-integrating-international-climate-change-commitments-into-national-development-planning.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report argues that for climate change actions to be successfully implemented, they must be integrated into national planning and finance regimes rather than remaining isolated within environment ministries. It presents ten propositions across three domains: policy and planning effectiveness, institutional effectiveness, and resource effectiveness. Evidence from Bangladesh, Ethiopia, India, Kenya, Pakistan, Peru, and Uganda suggests that while policy frameworks are generally supportive, challenges remain regarding institutional capacity, inter-agency coordination, and the transparency of NDC financing.","ai_generated":true,"unit":"cdkn-000319#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Successful integration of NDCs requires consistency with national development policies and the use of SMART (Specific, Measurable, Agreed-upon, Realistic and Time-bound) design principles. While mitigation objectives are often well-defined, adaptation objectives tend to be expressed in \"very broad, descriptive terms\".","ai_generated":true,"unit":"cdkn-000319#insight-1","date_modified":"2026-10-23"},{"text":"Broad national support and high-level political backing are essential for ownership. In the seven countries reviewed, NDC approval was granted by the Prime Minister or the Cabinet, which \"signalling the highest possible level of political backing\".","ai_generated":true,"unit":"cdkn-000319#insight-2","date_modified":"2026-10-23"},{"text":"Institutional leadership for NDCs is typically housed in environment ministries, which may limit their influence over finance and planning ministries. To counter this, India shares policy implementation with other government parts involved in NDC programmes, and Kenya established a Climate Change Directorate via the 2016 Climate Change Act.","ai_generated":true,"unit":"cdkn-000319#insight-3","date_modified":"2026-10-23"},{"text":"Inter-agency coordination is a significant challenge. Approaches to solve this include 'policy-focused' mechanisms, such as national climate change councils in Pakistan and Peru, and 'implementation-focused' mechanisms, such as Ethiopia's use of major public investment programmes to bring together different sectors.","ai_generated":true,"unit":"cdkn-000319#insight-4","date_modified":"2026-10-23"},{"text":"Integrating NDCs with local development needs, such as poverty reduction and vulnerable group support, enhances implementation. For example, in Uganda, evidence showed that the \"costs of inaction would be approximately twenty times greater than the cost of early action\", helping to integrate climate change into the Second National Development Plan.","ai_generated":true,"unit":"cdkn-000319#insight-5","date_modified":"2026-10-23"},{"text":"NDC financing remains a critical gap, with a heavy reliance on domestic resources for unconditional commitments. The report suggests that NDC spending should be part of national budget planning, monitored through systems like Climate Public Expenditure and Institutional Review (CPEIR), and subject to legislative oversight.","ai_generated":true,"unit":"cdkn-000319#insight-6","date_modified":"2026-10-23"}],"climate_tags":["Nationally Determined Contributions","climate finance","climate change adaptation","climate change mitigation","Low carbon development","Paris Agreement"],"geography_discussed":["Zambia","The Gambia","United Kingdom"],"frame_perspective":[],"analysis_type":["policy analysis","case study"]},{"id":"cdkn-000320","url":"https://climateinsightsdirectory.org/document/cdkn-000320","title":"10 things to know: Gender equality and achieving climate goals","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"report","language":"en","date_published":null,"source_url":"http://cdkn.org/wp-content/uploads/2016/05/10-things-to-know_Gender-equality-and-achieving-climate-goals_WEBfinal.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report argues that gender-sensitive approaches lead to more sustainable climate compatible development by recognizing the distinct needs of men and women and addressing power imbalances. Using case studies from urban areas in India, Kenya, and Peru, it finds that women's active participation in decision-making improves the effectiveness of resilience-building activities, such as water and sanitation projects. However, the report notes that significant obstacles remain, including patriarchal cultural norms, lack of political will, and limited women's access to land and financial assets. It emphasizes that gender equality must be an explicit goal from the start of a project to move beyond addressing practical needs toward transforming strategic power relations.","ai_generated":true,"unit":"cdkn-000320#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Gender-sensitive analysis provides a deeper understanding of how climate change affects people differently, revealing the political, physical, and socioeconomic reasons for these differences. For example, in Gorakhpur, India, women face significant challenges accessing toilets during waterlogged conditions, leading some to eat and drink less to avoid the need for sanitation, while men are less restricted.","ai_generated":true,"unit":"cdkn-000320#insight-1","date_modified":"2026-10-23"},{"text":"The active involvement and leadership of women in decision-making processes lead to more sustainable and transparent climate compatible development outcomes. In India, Neighbourhood Committees with high female participation (at least 70% active members being women) remained functional, whereas city-level committees with little to no women's participation ceased to function.","ai_generated":true,"unit":"cdkn-000320#insight-2","date_modified":"2026-10-23"},{"text":"Urban environments require different gender approaches than rural areas due to differing social and economic structures. In Gorakhpur, India, class identity often prevails over caste in cities, making it easier to bring together different castes but harder to bridge income gaps. In Kisumu, Kenya, urban women have better access to financial empowerment through self-help groups (chamas) than rural women.","ai_generated":true,"unit":"cdkn-000320#insight-3","date_modified":"2026-10-23"},{"text":"Everyday gender inequalities and discriminatory social norms exacerbate vulnerability to urban climate risks. In India, patriarchal norms restrict the mobility of upper-class women during floods, and gender-based violence is used to prevent women from attending community meetings. Additionally, women often bear the stress of securing and repaying loans when climate events destroy livelihoods, as men are often viewed as untrustworthy due to alcoholism.","ai_generated":true,"unit":"cdkn-000320#insight-4","date_modified":"2026-10-23"},{"text":"Many projects focus only on the 'practical needs' of women—such as improving their efficiency in traditional reproductive roles—rather than addressing 'strategic interests' like power imbalances and control over assets. For instance, in the ACCCRN project in India, women's income from guava production was often partially taken by men (25% to 50%), showing that increased income does not automatically lead to financial control.","ai_generated":true,"unit":"cdkn-000320#insight-5","date_modified":"2026-10-23"},{"text":"For gender equality to be achieved, it must be an explicit project goal from the outset with sex-disaggregated targets. Without this, projects may maintain the status quo; in the ACCCRN project, women's participation occurred 'by default' because they were more available at home, rather than through deliberate inclusive design.","ai_generated":true,"unit":"cdkn-000320#insight-6","date_modified":"2026-10-23"},{"text":"The success of gender-sensitive climate development is driven by a favorable national policy environment, participatory local design, and committed staff. Peru is noted for having a progressive framework, including the National Gender and Climate Change Action Plan (PAGCC), although implementation remains low at the local level.","ai_generated":true,"unit":"cdkn-000320#insight-7","date_modified":"2026-10-23"},{"text":"Current monitoring and evaluation (M&E) systems are often inadequate for tracking gender outcomes because they lack explicit gender indicators and objectives. The report suggests using creative methods, such as gathering life stories of women's leadership, to better champion gender-sensitive approaches.","ai_generated":true,"unit":"cdkn-000320#insight-8","date_modified":"2026-10-23"}],"climate_tags":["Low carbon development","gender equality","climate change adaptation","disaster risk reduction","urban development","climate change vulnerability","climate finance"],"geography_discussed":["Gorakhpur","Kisumu","Áncash Department","Cajamarca Department"],"frame_perspective":[],"analysis_type":["case study","qualitative research"]},{"id":"cdkn-000323","url":"https://climateinsightsdirectory.org/document/cdkn-000323","title":"1givrapd_policy_brief_integrated_approach_to_community_adaptation_sids-e48a928763519834.pdf","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"policy brief","language":"en","date_published":null,"source_url":"http://cdkn.org/wp-content/uploads/2017/02/1GIVRAPD_Policy_Brief_Integrated_Approach_to_Community_Adaptation_SIDS.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"This policy brief describes the Global Islands’ Vulnerability Research Adaptation Policy and Development (GIVRAPD) Project, an interdisciplinary research initiative focused on understanding the socioeconomic, governance, and environmental factors that influence the vulnerability and adaptive capacity of small and medium-sized coastal communities in Small Island Developing States (SIDS).","ai_generated":true,"unit":"cdkn-000323#summary","date_modified":"2026-08-17"},"key_insights":[{"text":"Small Island Developing States (SIDS) face extreme vulnerability to climate change due to their geographical isolation and exposure to maritime and coastal threats, which impact critical economic sectors such as tourism, agriculture, and fisheries.","ai_generated":true,"unit":"cdkn-000323#insight-1","date_modified":"2026-08-17"},{"text":"The GIVRAPD Project employs an integrated approach across four 'learning sites' in the Caribbean and Indian Ocean to bridge knowledge gaps and inform local adaptation portfolios by combining scientific data with local knowledge.","ai_generated":true,"unit":"cdkn-000323#insight-2","date_modified":"2026-08-17"},{"text":"Standard IPCC sea level rise projections are not spatially uniform and may not fully account for the melting of land-based sea ice, necessitating site-specific biophysical assessments and downscaled climate scenarios for effective coastal planning in SIDS.","ai_generated":true,"unit":"cdkn-000323#insight-3","date_modified":"2026-08-17"},{"text":"Community-based vulnerability assessments indicate a shift away from hard engineering infrastructures, which can hinder ecosystem services, toward climate-resilient development that utilizes complementary benefits and synergies.","ai_generated":true,"unit":"cdkn-000323#insight-4","date_modified":"2026-08-17"},{"text":"Effective climate adaptation in SIDS requires addressing the disconnect between national adaptation planning and local implementation through multi-level governance networks and partnerships.","ai_generated":true,"unit":"cdkn-000323#insight-5","date_modified":"2026-08-17"},{"text":"Micro-insurance is identified as a potential tool to complement existing loss and damage mechanisms for vulnerable low-income households, provided there are enabling legal, regulatory, and public-private partnership frameworks.","ai_generated":true,"unit":"cdkn-000323#insight-6","date_modified":"2026-08-17"},{"text":"The GIVRAPD project highlights the need to incorporate gender and youth as critical elements in climate change adaptation planning to ensure community interests are not marginalized.","ai_generated":true,"unit":"cdkn-000323#insight-7","date_modified":"2026-08-17"}],"climate_tags":["sids","coastal adaptation","sea level rise","micro-insurance","governance","community resilience"],"geography_discussed":["Caribbean","Indian Ocean"],"frame_perspective":[],"analysis_type":["Policy Brief","Case Study","Vulnerability Assessment"]},{"id":"cdkn-000329","url":"https://climateinsightsdirectory.org/document/cdkn-000329","title":"2givrapd_policy_brief-multi-level-governance-e78ea9fd69ba051a.pdf","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"policy brief","language":"en","date_published":null,"source_url":"http://cdkn.org/wp-content/uploads/2017/02/2GIVRAPD_Policy_Brief-Multi-level-governance.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"This policy brief from the Climate and Development Knowledge Network argues that climate change adaptation in the Caribbean is fundamentally a governance challenge requiring a multi-level approach. It advocates for the creation of networks and hybrid partnerships between state and non-state actors to bridge jurisdictional scales and sectors, using case studies from St. Lucia and Jamaica to illustrate how community-based organizations and public-private partnerships can enhance adaptive capacity.","ai_generated":true,"unit":"cdkn-000329#summary","date_modified":"2026-08-17"},"key_insights":[{"text":"Climate change adaptation in the Caribbean is described as inherently a problem of governance because impacts vary across islands, coastlines, and communities, each possessing diverse capacities to respond. Effective management requires collaboration across multiple actors, jurisdictional levels, and sectors due to the complexity of the challenges.","ai_generated":true,"unit":"cdkn-000329#insight-1","date_modified":"2026-08-17"},{"text":"A multi-level governance approach is particularly critical for small and medium-sized communities that depend on climate-vulnerable service industries like tourism or resource sectors like fisheries. Such an approach focuses on developing hybrid partnerships and networks between governments (regional and national), NGOs, the private sector, and community-based perspectives to facilitate knowledge co-production and resource flows.","ai_generated":true,"unit":"cdkn-000329#insight-2","date_modified":"2026-08-17"},{"text":"In St. Lucia, the Soufriere Marine Management Area (SMMA) serves as an example of using a community-based organization and a multi-stakeholder board to create spaces for collaboration between community and government partners. However, the brief notes that the SMMA needs more institutional flexibility, a long-term planning approach that prioritizes climate change, and better coherence with terrestrial environmental management to address land-based risks like coral reef sedimentation.","ai_generated":true,"unit":"cdkn-000329#insight-3","date_modified":"2026-08-17"},{"text":"Jamaica provides examples of network-based governance, including the Climate Change Focal Point Network, which aims to coordinate adaptation strategies across government agencies and sectors. Additionally, a public-private partnership between the Division of Fisheries and the Sandals Foundation led to the creation of the Sandals Whitehouse Special Fishery Conservation Area (SFCA), a marine no-take area with shared monitoring and enforcement responsibilities.","ai_generated":true,"unit":"cdkn-000329#insight-4","date_modified":"2026-08-17"},{"text":"The document outlines four policy lessons for scaling out multi-level governance: empowering community-based organizations as bridge actors, facilitating long-term strategic planning involving the private sector, providing legislative and policy conditions that enable vertical and horizontal partnerships, and adopting a holistic perspective across climate-sensitive sectors.","ai_generated":true,"unit":"cdkn-000329#insight-5","date_modified":"2026-08-17"}],"climate_tags":["climate change adaptation","multi-level governance","coastal management","caribbean","community-based adaptation"],"geography_discussed":["Saint Lucia","Soufrière","Jamaica","Bluefields Bay"],"frame_perspective":[],"analysis_type":["Case Study","Policy Analysis"]},{"id":"cdkn-000331","url":"https://climateinsightsdirectory.org/document/cdkn-000331","title":"CCORAL Caribbean Climate Online Risk and Adaptation TooL Fact Sheet","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"fact sheet","language":"en","date_published":null,"source_url":"https://cdkn.org/sites/default/files/files/4-CCORAL-Fact-Sheet.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed"],"summary":{"text":"The Caribbean Climate Online Risk and Adaptation TooL (CCORAL) is a web-based system developed by the Caribbean Community Climate Change Centre to help government officials and other organisations embed climate resilience into their decision-making. Part of the Caribbean Risk Management Project, the tool supports the goals of the Regional Framework for Achieving Development Resilient to Climate Change and the associated Implementation Plan. It aims to promote 'no-regret' actions and flexible solutions to protect sustainable development and the Millennium Development Goals from climate change impacts. The tool's development involved consultations in Belize, Suriname, Barbados, and Jamaica, with a primary focus on anchoring the system within ministries of finance and planning.","ai_generated":true,"unit":"cdkn-000331#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"CCORAL is a web-based risk management tool designed to help users, particularly government officials, make climate resilient decisions and integrate climate considerations into standard Caribbean decision-making processes without requiring the user to be a climate change expert.","ai_generated":true,"unit":"cdkn-000331#insight-1","date_modified":"2026-10-23"},{"text":"The tool was developed as part of the Caribbean Risk Management Project, which is being implemented in three phases: the creation of the web-based tool (Phase 1), in-depth training for country-level decision-makers (Phase 2), and detailed risk assessments in specific countries (Phase 3).","ai_generated":true,"unit":"cdkn-000331#insight-2","date_modified":"2026-10-23"},{"text":"CCORAL serves as a practical application of the Regional Framework for Achieving Development Resilient to Climate Change and the Implementation Plan (IP), both of which were endorsed by CARICOM Heads in 2009 and 2012.","ai_generated":true,"unit":"cdkn-000331#insight-3","date_modified":"2026-10-23"},{"text":"The development of the tool was informed by a consultation process with regional stakeholders that included two rounds of meetings in Belize, Suriname, Barbados, and Jamaica.","ai_generated":true,"unit":"cdkn-000331#insight-4","date_modified":"2026-10-23"}],"climate_tags":["climate risk management","climate resilience","climate change adaptation","sustainable development"],"geography_discussed":["Belize","Suriname","Barbados","Jamaica"],"frame_perspective":[],"analysis_type":[]},{"id":"cdkn-000339","url":"https://climateinsightsdirectory.org/document/cdkn-000339","title":"adaptation-options_policy-brief-design-format-080c9c1db54b01e7.pdf","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"policy brief","language":"en","date_published":null,"source_url":"http://cdkn.org/wp-content/uploads/2014/04/Adaptation-options_policy-brief-design-format.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document identifies the Belizean tourism industry as highly vulnerable to climate change, particularly due to its reliance on coastal and reef assets. It proposes a comprehensive set of technical, managerial, policy, and educational adaptation strategies, emphasizing the need to mainstream these options into national frameworks like the National Climate Change Policy and Integrated Coastal Zone Management to ensure long-term economic robustness.","ai_generated":true,"unit":"cdkn-000339#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Belize tourism industry is highly dependent on natural assets, with 80% of visitors seeking reef-based activities, making the sector particularly vulnerable to climate change impacts such as sea level rise, increased temperatures, and more severe storms.","ai_generated":true,"unit":"cdkn-000339#insight-1","date_modified":"2026-10-23"},{"text":"A 2007 assessment indicated that between 45% and 70% of the tourism sector is vulnerable to climate change effects based on the nature of its attractions.","ai_generated":true,"unit":"cdkn-000339#insight-2","date_modified":"2026-10-23"},{"text":"Belize's overall adaptive capacity for its tourism sector is limited, primarily due to high levels of public debt, although capacity exists within government ministries and the sector itself to develop specific measures.","ai_generated":true,"unit":"cdkn-000339#insight-3","date_modified":"2026-10-23"},{"text":"Effective adaptation requires a multi-stakeholder approach involving government, the private sector, academia, and local communities, and must be an iterative process of implementation and evaluation.","ai_generated":true,"unit":"cdkn-000339#insight-4","date_modified":"2026-10-23"},{"text":"Proposed adaptation strategies for Belize include diversifying tourism products from marine to inland destinations, implementing rainwater collection and desalination systems, and adopting 'soft' coastal protection like mangrove restoration.","ai_generated":true,"unit":"cdkn-000339#insight-5","date_modified":"2026-10-23"},{"text":"The document recommends specific policy upgrades, including incorporating hazard risk and climate change vulnerability assessments into Environmental Impact Assessments and establishing minimum floor level heights for coastal buildings.","ai_generated":true,"unit":"cdkn-000339#insight-6","date_modified":"2026-10-23"},{"text":"Implementation of adaptation strategies in Belize is hindered by low industry awareness, poor coordination between government entities, insufficient enforcement, and a lack of integration of climate change into existing legislation.","ai_generated":true,"unit":"cdkn-000339#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","tourism industry","coastal management","sea level rise","coral reef restoration","Small Island Developing States","disaster risk reduction","biodiversity loss","climate finance","environmental impact assessment"],"geography_discussed":["Placencia"],"frame_perspective":[],"analysis_type":["policy analysis","vulnerability assessment"]},{"id":"cdkn-000341","url":"https://climateinsightsdirectory.org/document/cdkn-000341","title":"Regional Research Call – Africa START","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"report","language":"en","date_published":null,"source_url":"https://cdkn.org/sites/default/files/files/Africa-Research-Call-START2.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The CDKN's Africa START research call provides £300,000 for 16 projects and £150,000 for management and a learning forum. The funded research addresses diverse climate risks across Africa, including forest degradation in Nigeria and Cameroon, water management in Benin and Ethiopia, and coastal lagoon sensitivity in North Africa, all aimed at enhancing food security and rural livelihoods.","ai_generated":true,"unit":"cdkn-000341#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"CDKN is funding 16 research awards focused on the effects of global environmental change on food security and agriculture in Africa, with a total funding value of £300,000, plus £150,000 for management and a regional learning forum.","ai_generated":true,"unit":"cdkn-000341#insight-1","date_modified":"2026-10-23"},{"text":"Research in West Africa focuses on forest and land management, including studying the link between ecosystem services and food security in Southwest Nigeria, addressing the tradeoffs of REDD (Reducing Emissions from Deforestation and Forest Degradation) in Southwest Cameroon, and improving water management in the inland valleys of Southern Benin to combat crop failure caused by floods and low rainfall.","ai_generated":true,"unit":"cdkn-000341#insight-2","date_modified":"2026-10-23"},{"text":"In East Africa, projects are investigating the decline of fruiting trees in Uganda's Budongo Forest Reserve, the impact of climate change on water resources and human health in Ethiopia's Rift Valley, and the effects of temperature increases and extreme weather on crop yields in the Lake Victoria Basin.","ai_generated":true,"unit":"cdkn-000341#insight-3","date_modified":"2026-10-23"},{"text":"Southern African research initiatives target the improvement of seasonal climate forecasts for farmers in South Africa, the integration of traditional and scientific knowledge for weather forecasting in Botswana's Okavango Delta, and the adaptation of farming systems in Zimbabwe's Hwange District where agriculture and tourism are co-dependent.","ai_generated":true,"unit":"cdkn-000341#insight-4","date_modified":"2026-10-23"},{"text":"Coastal and urban research includes analyzing the role of urban and peri-urban agriculture (UPA) in East and West African cities, integrating indigenous flood prediction with scientific methods in the Niger Delta, assessing the impact of climate change on food security in South Africa's Eastern Cape, and evaluating the sensitivity of North African coastal lagoons to warming and sediment flow changes.","ai_generated":true,"unit":"cdkn-000341#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate change","agriculture","food security","ecosystem service","forest degradation","Reducing emissions from deforestation and forest degradation","water management","drought","flood","biodiversity","agroforestry","climate change adaptation"],"geography_discussed":["Nigeria","Cameroon","Benin","Uganda","Ethiopia","South Africa","Botswana","Senegal","Ghana","Zimbabwe","Morocco","Algeria","Tunisia","Rwanda","Burundi","Tanzania"],"frame_perspective":[],"analysis_type":["research funding call","project portfolio"]},{"id":"cdkn-000365","url":"https://climateinsightsdirectory.org/document/cdkn-000365","title":"Assessment of Climate-Smart Agriculture (CSA) Options in Nepal","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"report","language":"en","date_published":null,"source_url":"https://cdkn.org/sites/default/files/files/Assessment-of-CSA-in-Nepal_CCAFS-LI-BIRD-FINAL.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies a pool of 147 potential CSA technologies for Nepal, categorizing them into water-smart, energy-smart, nutrient-smart, carbon-smart, weather-smart, and knowledge-smart interventions. Using climate analogue tools, the study maps the suitability of these options across the country, finding that districts like Nawalparasi are representative of the Terai region. Key findings indicate that precision nutrient and water management can significantly increase rice and wheat yields, while zero-tillage in wheat improves profitability despite potential yield decreases. The report argues that scaling out requires a combination of knowledge-transfer, market-based, public-private partnership, and community-based 'Climate-Smart Village' approaches, supported by an enabling environment including credit access and gender-responsive mechanization.","ai_generated":true,"unit":"cdkn-000365#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Nepal's agriculture is predominantly rainfed and highly vulnerable to climatic risks, with national yields for rice, wheat, maize, and millet being less than half of the global average.","ai_generated":true,"unit":"cdkn-000365#insight-1","date_modified":"2026-10-23"},{"text":"The report identifies a comprehensive inventory of 147 potential CSA technologies, grouped into six 'smart' categories: water, energy, nutrient, carbon, weather, and knowledge.","ai_generated":true,"unit":"cdkn-000365#insight-2","date_modified":"2026-10-23"},{"text":"Climate analogue analysis shows that Nawalparasi district is representative of all Terai districts, with over 80% of paddy, wheat, maize, and millet areas sharing similar current climatic conditions.","ai_generated":true,"unit":"cdkn-000365#insight-3","date_modified":"2026-10-23"},{"text":"Meta-analysis of South Asian data indicates that precision nutrient and water management can increase rice yields by an average of 83% (2.42 ton/ha) and 23% (0.19 ton/ha) respectively.","ai_generated":true,"unit":"cdkn-000365#insight-4","date_modified":"2026-10-23"},{"text":"In pilot tests in Nepal, zero and minimum tillage for wheat resulted in yield decreases (ranging from -4.40% to -17.82%) but significantly increased profitability, with some combinations showing a 72% increase in profit.","ai_generated":true,"unit":"cdkn-000365#insight-5","date_modified":"2026-10-23"},{"text":"For maize in pilot sites, irrigation in rainfed areas and ginger intercropping provided the highest yield increases at 44.64% and 43.55% respectively.","ai_generated":true,"unit":"cdkn-000365#insight-6","date_modified":"2026-10-23"},{"text":"The report proposes four scaling-up pathways for CSA: a knowledge-transfer approach via extension services, a market-based approach involving the private sector, Public-Private Partnerships (PPP), and a community-based Climate-Smart Villages (CSVs) approach.","ai_generated":true,"unit":"cdkn-000365#insight-7","date_modified":"2026-10-23"},{"text":"Prioritization of CSA options was based on four pillars, with food security receiving the highest weight (40%) and mitigation the lowest (10%), as the latter is viewed as a co-benefit for a low-carbon nation.","ai_generated":true,"unit":"cdkn-000365#insight-8","date_modified":"2026-10-23"},{"text":"The study estimates that CSA options for paddy and wheat tested in Nawalparasi are suitable for 1,123 thousand hectares of paddy and 299 thousand hectares of wheat under current climate conditions.","ai_generated":true,"unit":"cdkn-000365#insight-9","date_modified":"2026-10-23"},{"text":"Future climate projections for 2030 suggest an increase in the area suitable for rice cultivation in hill areas and an expansion of the suitability of maize cultivation in the Nawalparasi analogue area.","ai_generated":true,"unit":"cdkn-000365#insight-10","date_modified":"2026-10-23"}],"climate_tags":["Climate-smart agriculture","food security","climate change adaptation","rainwater harvesting","smallholder"],"geography_discussed":["Nawalparasi District","Kaski District","Lamjung District","South Asia"],"frame_perspective":[],"analysis_type":["assessment","meta-analysis","pilot evaluation","spatial mapping"]},{"id":"cdkn-000367","url":"https://climateinsightsdirectory.org/document/cdkn-000367","title":"adapt Caribbean","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"fact sheet","language":"en","date_published":null,"source_url":"https://cdkn.org/sites/default/files/files/Awareness_tourism_agri_low_res_print_updated280417.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document outlines the high cost of natural disasters in the Caribbean, noting $33bn in damages from 2000-2009. It identifies sea-level rise, coastal erosion, and changing rainfall patterns as primary threats to the tourism and agriculture sectors, while suggesting micro-insurance, irrigation, and spatial planning as adaptation strategies.","ai_generated":true,"unit":"cdkn-000367#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Natural disasters and extreme weather events caused $33bn in damages to the Caribbean between 2000 and 2009, representing 61% of the regional Gross Domestic Product in 2014.","ai_generated":true,"unit":"cdkn-000367#insight-1","date_modified":"2026-10-23"},{"text":"The tourism and agriculture sectors face significant climate risks: 94% of tourist accommodation in Belize is vulnerable to flooding and sea-level rise, and 90% of Caribbean agricultural land is rain-fed and exposed to rainfall changes.","ai_generated":true,"unit":"cdkn-000367#insight-2","date_modified":"2026-10-23"}],"climate_tags":["sea level rise","coastal erosion","flood","tourism industry","agriculture","climate finance","agricultural irrigation","extreme weather event"],"geography_discussed":["Guyana","Saint Lucia","Belize","Saint Vincent and the Grenadines","Jamaica"],"frame_perspective":[],"analysis_type":["impact assessment","vulnerability analysis"]},{"id":"cdkn-000384","url":"https://climateinsightsdirectory.org/document/cdkn-000384","title":"¿NUESTRO OCÉANO SIN ALIENTO?: CÓMO VARÍA EL OXÍGENO EN EL MAR PERUANO","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"policy brief","language":"es","date_published":null,"source_url":"https://cdkn.org/sites/default/files/files/Cardich_POLICY_BRIEF_VF.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document highlights that global warming, driven by greenhouse gas emissions, is causing a loss of oxygen and increased acidity in the global ocean, with the Peruvian sea being particularly susceptible due to its high productivity and circulation patterns. It notes that the South East Pacific OMZ has expanded in recent decades, and warns that if these low-oxygen waters reach coastal areas, they could synergize with human-induced pollution (such as agricultural runoff and sewage) to create 'dead zones'. The brief emphasizes that while the global ocean has lost approximately 2% of its oxygen over the last 50 years, the specific temporal variation of the OMZ off the coast of Peru is not yet fully understood. To mitigate these risks, the authors recommend expanding oceanographic monitoring across the Peruvian coastline, strengthening multidisciplinary research to improve climate models, tightening laws on organic waste disposal, and using this data to establish marine protected areas.","ai_generated":true,"unit":"cdkn-000384#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Global warming is driving a loss of oxygen and increased acidity in the oceans, with the global ocean estimated to have lost 2% of its oxygen over the last 50 years.","ai_generated":true,"unit":"cdkn-000384#insight-1","date_modified":"2026-10-23"},{"text":"Oxygen minimum zones (OMZs), which are naturally low-oxygen areas, have expanded over the last six to seven decades, increasing in area by 4.5 million km2 and quadrupling the volume of completely anoxic water.","ai_generated":true,"unit":"cdkn-000384#insight-2","date_modified":"2026-10-23"},{"text":"The Peruvian sea is highly susceptible to deoxygenation due to its high productivity and ocean circulation, and the South East Pacific OMZ near the Humboldt Current System has been expanding in recent decades.","ai_generated":true,"unit":"cdkn-000384#insight-3","date_modified":"2026-10-23"},{"text":"Coastal 'dead zones' are formed when the natural expansion of OMZs synergizes with anthropogenic impacts, such as nutrient and organic matter loads from agriculture, sewage, and fossil fuel combustion.","ai_generated":true,"unit":"cdkn-000384#insight-4","date_modified":"2026-10-23"},{"text":"The Peruvian coastal zone is particularly vulnerable to environmental variability, including seasonal changes and the interannual influence of the El Niño Southern Oscillation (ENSO).","ai_generated":true,"unit":"cdkn-000384#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate change","ocean acidification","El Niño southern oscillation","greenhouse gas emissions"],"geography_discussed":["Chile","United States"],"frame_perspective":[],"analysis_type":["policy brief","environmental assessment"]},{"id":"cdkn-000386","url":"https://climateinsightsdirectory.org/document/cdkn-000386","title":"Flood risk and Urban development in Belize City, Belize","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"case study","language":"en","date_published":null,"source_url":"http://cdkn.org/wp-content/uploads/2013/01/CARIWIG-Belize-City-Case-Study-Final-Report-April-2015.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The document assesses future climate projections for Belize City using a Weather Generator tool, finding that while June, July, and August may see decreased rainfall and increased temperatures, October and November are projected to experience higher intensity and more variable rainfall. These changes, combined with the city's flat elevation and poor drainage infrastructure, increase the risk of severe flooding and associated health hazards. The study emphasizes the need for updated building codes, better land-use planning, and integrated climate change considerations in infrastructure design to mitigate these risks.","ai_generated":true,"unit":"cdkn-000386#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Climate projections for the 2050s indicate a substantial increase in temperature and a decrease in rainfall during June, July, and August, with maximum temperatures expected to rise by approximately 2°C.","ai_generated":true,"unit":"cdkn-000386#insight-1","date_modified":"2026-10-23"},{"text":"Rainfall intensity and variability are projected to increase in the final months of the year, particularly October and November, which may be compounded by hurricanes and tropical storms.","ai_generated":true,"unit":"cdkn-000386#insight-2","date_modified":"2026-10-23"},{"text":"Belize City is highly susceptible to flooding due to its flat elevation (essentially at sea level) and a history of unplanned urban growth and inadequate drainage planning.","ai_generated":true,"unit":"cdkn-000386#insight-3","date_modified":"2026-10-23"},{"text":"Increased rainfall intensity is expected to heighten the risk of severe flooding, which may threaten poorly constructed buildings and roads and increase health risks in impoverished areas due to poor solid waste management.","ai_generated":true,"unit":"cdkn-000386#insight-4","date_modified":"2026-10-23"},{"text":"Decreased rainfall in June, July, and August could paradoxically increase flood risk because drainage channels may become blocked with garbage and debris, reducing the natural flushing effect of rain.","ai_generated":true,"unit":"cdkn-000386#insight-5","date_modified":"2026-10-23"},{"text":"Stakeholders indicate that the Belize City Master Plan (BZCMP) often results in short-term 'quick-fixes' rather than sustainable management, such as dredging the Belize River mouth, which may cause 'spill over' effects during strong storms.","ai_generated":true,"unit":"cdkn-000386#insight-6","date_modified":"2026-10-23"}],"climate_tags":["flood risk","urban development","extreme rainfall","climate change","land-use planning","building code","hurricane","tropical cyclone","sea level rise","storm surge"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["case study","climate projection analysis","stakeholder survey"]},{"id":"cdkn-000387","url":"https://climateinsightsdirectory.org/document/cdkn-000387","title":"CARIWIG Case Study Report 8","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"case study","language":"en","date_published":null,"source_url":"http://cdkn.org/wp-content/uploads/2013/01/CARIWIG-Case-Study-Barbados-Coastal-Zone-Protection-Final-Report.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The case study evaluates the PRECIS Regional Climate Model (RCM) and Tropical Storm Model (TSM) to project wind climate trends in Barbados. While the RCM showed some biases in baseline simulations, projections from the aenwh-driven model suggest small increases in mean wind speed and a higher frequency of days exceeding 8 ms-1 by the 2080s. The TSM 'what if' scenarios indicated that Hurricane Katrina would cause the most damage due to the longest persistence of maximum wind speeds. These findings highlight risks to coastal infrastructure, utility plants, and port operations, suggesting a need for updated building codes, extended setback limits, and the restoration of natural buffers like reefs and mangroves.","ai_generated":true,"unit":"cdkn-000387#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The PRECIS Regional Climate Model (RCM) over-estimates mean wind speed compared to observed data from Grantley Adams International Airport, with over-estimations of 1.5 ms-1 for the ERA-driven run and 2 ms-1 for the aenwh-driven run.","ai_generated":true,"unit":"cdkn-000387#insight-1","date_modified":"2026-10-23"},{"text":"Projections from the aenwh-forced model suggest a small increase in mean wind speed (approximately +7%) and an increase in the frequency of days with Easterly winds (+17%) and days with winds exceeding 8 ms-1 (+14% for all days) by the 2080s.","ai_generated":true,"unit":"cdkn-000387#insight-2","date_modified":"2026-10-23"},{"text":"The echam5-driven model projections suggest no major changes in wind speed or direction across the three future scenarios.","ai_generated":true,"unit":"cdkn-000387#insight-3","date_modified":"2026-10-23"},{"text":"Tropical Storm Model (TSM) simulations of Hurricanes Dean, Katrina, and Ivan at Category 3 and 5 showed that Katrina displayed the longest persistence of maximum wind speeds regardless of category.","ai_generated":true,"unit":"cdkn-000387#insight-4","date_modified":"2026-10-23"},{"text":"Projected increases in wind speed may lead to higher wave energy and 'above normal sea swells' from December to March, potentially increasing sediment transport in the swash zone.","ai_generated":true,"unit":"cdkn-000387#insight-5","date_modified":"2026-10-23"},{"text":"Increased wind speeds and the landward migration of the high water mark pose risks to critical infrastructure, including energy generation plants of the Barbados Light and Power Company Limited and coastal aquifers of the Barbados Water Authority.","ai_generated":true,"unit":"cdkn-000387#insight-6","date_modified":"2026-10-23"}],"climate_tags":["coastal management","tropical cyclone","coastal erosion","storm surge","climate change adaptation","building code","coral reef restoration"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["case study","climate projection","sensitivity analysis"]},{"id":"cdkn-000388","url":"https://climateinsightsdirectory.org/document/cdkn-000388","title":"CARiDRO The Caribbean Assessment Regional DROught Tool","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"case study","language":"en","date_published":null,"source_url":"http://cdkn.org/wp-content/uploads/2013/01/Cariwig-case-study-final-report-caridro-drought.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The CARiDRO tool enables the assessment of meteorological and hydrological droughts at regional and grid-point levels. It utilizes the Standardized Precipitation Index (SPI) and the Standardized Precipitation-Evaporation Index (SPEI), the latter of which incorporates water balance to evaluate the impact of warming. The system processes data from seven PRECIS regional climate model experiments (1961-2070) and two observed datasets (1901-2009). While designed to support policy and planning in agriculture and water resources, the tool currently requires users with a technical background in climatology.","ai_generated":true,"unit":"cdkn-000388#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The CARiDRO tool was successfully developed to facilitate drought assessment in the Caribbean and Central America regions, offering a flexible system that allows users to generate statistics and graphical outputs for spatial scales ranging from local to regional.","ai_generated":true,"unit":"cdkn-000388#insight-1","date_modified":"2026-10-23"},{"text":"The tool employs two primary indices: the Standardized Precipitation Index (SPI) for general monitoring and the Standardized Precipitation-Evaporation Index (SPEI), which uses the Thornwaite formulation for evapo-transpiration to specifically evaluate the impact of climate change warming on drought.","ai_generated":true,"unit":"cdkn-000388#insight-2","date_modified":"2026-10-23"},{"text":"CARiDRO integrates data from seven PRECIS regional climate model (RCM) experiments with a 25km resolution covering 1961 to 2070, alongside two observed gridded datasets from the Climatic Research Unit and University of Delaware with a 50km resolution covering 1901 to 2009.","ai_generated":true,"unit":"cdkn-000388#insight-3","date_modified":"2026-10-23"},{"text":"While the tool can produce data for Geographical Information Systems to aid the agriculture and water resources sectors, it is currently not suitable for stakeholders without a technical background in climatology and requires expert advisory.","ai_generated":true,"unit":"cdkn-000388#insight-4","date_modified":"2026-10-23"}],"climate_tags":["drought","climate change","water resource","agriculture"],"geography_discussed":["Cuba"],"frame_perspective":[],"analysis_type":["case study"]},{"id":"cdkn-000389","url":"https://climateinsightsdirectory.org/document/cdkn-000389","title":"Drought Assessment & Projection for the Eastern Caribbean Using the CARiDRO Tool","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"case study","language":"en","date_published":null,"source_url":"http://cdkn.org/wp-content/uploads/2013/01/cariwig-case-study-final-report-eastern-caribbean.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The study uses the CARiDRO tool and the Standardized Precipitation Index (SPI) to analyze the 2009-2010 drought in the Eastern Caribbean and project future risks. It finds that the 2009-2010 event was a 1 in 40 years occurrence, but future droughts are projected to be more frequent, with an average recurrence of 1 in 5 years. The report suggests that the area affected by drought will increase after the middle of the 21st century, necessitating improved planning in water management and agriculture.","ai_generated":true,"unit":"cdkn-000389#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The 2009-2010 drought event in the Eastern Caribbean was characterized as a 1 in 40 years event in terms of its intensity and spatial extension.","ai_generated":true,"unit":"cdkn-000389#insight-1","date_modified":"2026-10-23"},{"text":"Projections based on seven regional climate model outputs indicate that future drought events will be more frequent, with an average recurrence time of 1 in 5 years, though individual models range from 1 in 3 to 1 in 12 years.","ai_generated":true,"unit":"cdkn-000389#insight-2","date_modified":"2026-10-23"},{"text":"Multi-model projections show an increase in the total area of the Caribbean affected by drought after the middle of the 21st century.","ai_generated":true,"unit":"cdkn-000389#insight-3","date_modified":"2026-10-23"}],"climate_tags":["drought","precipitation","temperature","water management","agriculture","early warning system"],"geography_discussed":["Caribbean"],"frame_perspective":[],"analysis_type":["case study","projection"]},{"id":"cdkn-000390","url":"https://climateinsightsdirectory.org/document/cdkn-000390","title":"An example of local assessment of future drought. Las Tunas province, Cuba","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"case study","language":"en","date_published":null,"source_url":"http://cdkn.org/wp-content/uploads/2013/01/Cariwig-case-study-Final-report-Las-Tunas-community-in-Cuba.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The study finds that drought events in Las Tunas province, similar to the severe 2003-2005 event, are projected to become more frequent and intense through 2050, driven by reduced precipitation and increased evaporation from rising temperatures.","ai_generated":true,"unit":"cdkn-000390#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Drought events similar to the severe event experienced in Las Tunas from 2003 to 2005 are projected to be more frequent and last longer between 2011 and 2050.","ai_generated":true,"unit":"cdkn-000390#insight-1","date_modified":"2026-10-23"},{"text":"The SPEI index indicates that droughts will become more intense and prolonged in the second half of the 2011-2050 period, as rising temperatures increase water loss through evaporation.","ai_generated":true,"unit":"cdkn-000390#insight-2","date_modified":"2026-10-23"},{"text":"Projections across seven regional climate model experiments show that the frequency of moderate or extreme drought lasting four or more consecutive months will range from 12 to 18 times between 2011 and 2050, which is higher than the frequencies observed from 1971 to 2000.","ai_generated":true,"unit":"cdkn-000390#insight-3","date_modified":"2026-10-23"}],"climate_tags":["drought","water management","precipitation","climate change adaptation"],"geography_discussed":["Caribbean"],"frame_perspective":[],"analysis_type":["case study","climate projection"]},{"id":"cdkn-000392","url":"https://climateinsightsdirectory.org/document/cdkn-000392","title":"Assessment of Climate Change Impacts on Agriculture on Cayo District, Belize","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"case study","language":"en","date_published":null,"source_url":"http://cdkn.org/wp-content/uploads/2013/01/Cariwig-case-study-report-Agriculture-Belize-Final.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that potential yields for dry beans, maize, pepper, and tomato in the Cayo District are projected to decline over the 21st century, with maize production potentially falling to just over 25% of 20th-century values. Livestock are expected to face increased thermal stress and reduced natural food availability as grassland biomass decreases. However, the study emphasizes a significant 'yield gap' between potential and actual yields due to poor technological efficiency, suggesting that improving management practices and irrigation could lead to a net increase in actual production despite declining potential yields.","ai_generated":true,"unit":"cdkn-000392#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Projected future climate conditions in the Cayo District are considered unsuitable for dry bean crops, with yields expected to decline over the coming decades. This trend is more pronounced when using ECHAM5-forced RCM outputs compared to HadCM3-based runs.","ai_generated":true,"unit":"cdkn-000392#insight-1","date_modified":"2026-10-23"},{"text":"Maize yields are projected to decrease significantly by the end of the century across all spatial cells. For mechanized corn, production is expected to be reduced to slightly more than 25% of the values seen in the 20th century.","ai_generated":true,"unit":"cdkn-000392#insight-2","date_modified":"2026-10-23"},{"text":"Vegetable yields for pepper and tomato are projected to decline. Pepper yields show a decreasing trend with an expectation of a relatively large number of 'null yields' (years with no yield) by the end of the century, while potential tomato yields are projected to be halved.","ai_generated":true,"unit":"cdkn-000392#insight-3","date_modified":"2026-10-23"},{"text":"Climate change is projected to reduce the availability of natural food for grazing animals due to a decreasing trend in net primary productivity and standing biomass in Belizean grasslands. The ratio of live biomass to dead biomass is expected to decrease from 2.0 to 1.6 under HadCM3 scenarios and from 1.8 to 1.6 under ECHAM scenarios.","ai_generated":true,"unit":"cdkn-000392#insight-4","date_modified":"2026-10-23"},{"text":"Livestock are expected to experience harmful thermal stress during the 21st century, particularly within the 10 am to 4 pm time window.","ai_generated":true,"unit":"cdkn-000392#insight-5","date_modified":"2026-10-23"},{"text":"A significant 'yield gap' exists between simulated potential yields and actual productivity due to poor technological efficiency. The report argues that improving techniques—such as introducing irrigation, better-adapted crop varieties, and improved cattle breeds—could result in a net increase in actual yields even if potential yields decline.","ai_generated":true,"unit":"cdkn-000392#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate change","agriculture","livestock","crop yield","agricultural irrigation"],"geography_discussed":["Caribbean basin"],"frame_perspective":[],"analysis_type":["impact assessment","predictive modelling"]}]}