{"query_echo":{"q":"","filters":{"organization":["Climate and Development Knowledge Network"]},"warnings":[]},"total":{"value":1008,"relation":"eq"},"page":20,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?organization=climate-and-development-knowledge-network&page=20","next":"https://climateinsightsdirectory.org/api/v1/search?organization=climate-and-development-knowledge-network&page=21","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-000833","url":"https://climateinsightsdirectory.org/document/cdkn-000833","title":"Economic Assessment of the Impacts of Climate Change in Uganda","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"report","language":"en","date_published":"2015-03","source_url":"https://cdkn.org/sites/default/files/files/Uganda_CC-Economics_Water-Sector.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report uses the Water Evaluation and Planning (WEAP) tool to project that Uganda's total water demand will increase from 408 million cubic meters per year (MCM/y) in 2010 to 3,963 MCM/y by 2050. Under a 'business as usual' scenario, total unmet demand is expected to rise from 3.7 MCM/y to 1,651 MCM/y. The estimated economic cost of these shortages in 2050 is 14,558 billion shillings (US$5.5 billion), though this could be ten times higher if income elasticity is considered. The most significant losses are anticipated in the Lake Victoria, Albert Nile, and Lake Kyoga watersheds. The report also highlights the impact of extreme events, noting that droughts in 2005-06 and 2010-11 caused losses of US$250 million and US$1,174 million, respectively. Proposed adaptation measures, including water harvesting, increased supply for production, and Integrated Water Resources Management, are found to be economically viable, with some generating a 10% rate of return even with minimal reductions in damage.","ai_generated":true,"unit":"cdkn-000833#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Total water demand in Uganda is projected to grow significantly, increasing from 408 million cubic meters per year (MCM/y) in 2010 to 3,963 MCM/y by 2050.","ai_generated":true,"unit":"cdkn-000833#insight-1","date_modified":"2026-10-23"},{"text":"Average total unmet water demand is expected to rise from 3.7 MCM/y currently to 1,651 MCM/y by 2050, with a maximum annual unmet demand of 1,966 MCM/y.","ai_generated":true,"unit":"cdkn-000833#insight-2","date_modified":"2026-10-23"},{"text":"The estimated economic cost of water shortages in 2050 is 14,558 billion shillings (approximately US$5.5 billion), though this figure could be ten times higher if income effects on willingness to pay are included.","ai_generated":true,"unit":"cdkn-000833#insight-3","date_modified":"2026-10-23"},{"text":"The most severe economic losses from water shortages are expected to occur in the Lake Victoria, Albert Nile, and Lake Kyoga watersheds.","ai_generated":true,"unit":"cdkn-000833#insight-4","date_modified":"2026-10-23"},{"text":"Historical drought events have caused substantial economic damage, with the 2005-06 drought resulting in losses of US$250 million and the 2010-11 drought causing losses of US$1,174 million.","ai_generated":true,"unit":"cdkn-000833#insight-5","date_modified":"2026-10-23"},{"text":"Analysis of the Government of Uganda's adaptation strategy indicates that programs for water use efficiency and increased supply for agriculture and industry would generate a 10% rate of return even with very small reductions in unmet demand (0.51% and 0.4% respectively).","ai_generated":true,"unit":"cdkn-000833#insight-6","date_modified":"2026-10-23"},{"text":"Integrated Water Resource Management (IWRM) measures to tackle drought would generate a 10% return if they achieve a minimum reduction in damages of 4.5%.","ai_generated":true,"unit":"cdkn-000833#insight-7","date_modified":"2026-10-23"}],"climate_tags":["water-supply management","climate change","drought","flood","agriculture","livestock","Integrated Water Resources Management"],"geography_discussed":["Lake Victoria","Albert Nile","Lake Kyoga","Aswa","Kidepo","Lake Edward","Lake Albert","Victoria Nile"],"frame_perspective":[],"analysis_type":["economic assessment","impact projection","cost-benefit analysis"]},{"id":"cdkn-000993","url":"https://climateinsightsdirectory.org/document/cdkn-000993","title":"Economic Assessment of the Impacts of Climate Change in Uganda","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"report","language":"en","date_published":"2015-03","source_url":"https://cdkn.org/sites/default/files/files/Uganda_Agricultural_Sector.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that while national-level losses for food crops by 2050 are projected to be less than US$1.5 billion (under 0.2% of GDP), agricultural exports—particularly coffee—face severe risks. Climate-induced yield and area losses for coffee could reach 50-75% by 2050, with potential value losses of US$1,235 million to US$1,850 million. Tea and cotton also face significant production declines. Extreme weather events, such as droughts and floods, are identified as a more urgent threat than gradual yield decreases, with the 2010-11 drought causing approximately US$470 million in losses to the agricultural sector. The report evaluates eight strategic adaptation interventions, noting that most address current climate variability and offer high benefit-to-cost ratios, particularly community-based adaptation and agricultural diversification.","ai_generated":true,"unit":"cdkn-000993#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"National-level impacts on food crops by 2050 are difficult to predict due to model divergence, but overall losses are projected to be no more than US$1.5 billion, representing less than 0.2 percent of projected GDP in that year.","ai_generated":true,"unit":"cdkn-000993#insight-1","date_modified":"2026-10-23"},{"text":"Certain staple food crops are highly vulnerable, with cassava, potato, and sweet potato predicted to decline by as much as 40% by 2050.","ai_generated":true,"unit":"cdkn-000993#insight-2","date_modified":"2026-10-23"},{"text":"Agricultural exports are severely threatened; coffee production could see yield and area losses of 50-75% by 2050, with a 50% reduction scenario resulting in a value loss of US$1,235 million and a 75% reduction scenario resulting in US$1,850 million.","ai_generated":true,"unit":"cdkn-000993#insight-3","date_modified":"2026-10-23"},{"text":"Tea and cotton exports also face significant risks, with a plausible 50% fall in tea production by 2050 potentially causing a US$175 million export loss, and cotton production potentially falling to 60-77% of the no-climate-change scenario.","ai_generated":true,"unit":"cdkn-000993#insight-4","date_modified":"2026-10-23"},{"text":"Extreme weather events are a higher priority for adaptation than gradual yield declines; the 2010-11 drought caused approximately US$470 million in losses to food crops, cash crops, and livestock, equating to 16% of their total GDP value in 2011.","ai_generated":true,"unit":"cdkn-000993#insight-5","date_modified":"2026-10-23"},{"text":"Regional analysis indicates that the Eastern and Northern regions of Uganda will experience the largest negative impacts on production and total value for all crops.","ai_generated":true,"unit":"cdkn-000993#insight-6","date_modified":"2026-10-23"},{"text":"Impacts on livestock production from general temperature and precipitation trends are projected to be small (1-2%), suggesting that the primary risks to livestock are extreme events like droughts, floods, and diseases.","ai_generated":true,"unit":"cdkn-000993#insight-7","date_modified":"2026-10-23"},{"text":"The Government of Uganda's eight strategic adaptation interventions, with a proposed 15-year budget of US$297 million, are generally viewed as economically justifiable because they address current climate variability.","ai_generated":true,"unit":"cdkn-000993#insight-8","date_modified":"2026-10-23"},{"text":"High-priority adaptation actions with potentially high benefit-to-cost ratios include community-based adaptation strategies, agricultural diversification, and the promotion of adaptive crop varieties.","ai_generated":true,"unit":"cdkn-000993#insight-9","date_modified":"2026-10-23"}],"climate_tags":["agricultural production","food security","crop yield","drought","flood","climate change adaptation","climate finance","Climate information service"],"geography_discussed":["Karamoja","Mount Elgon"],"frame_perspective":[],"analysis_type":["economic assessment","impact projection","policy evaluation"]},{"id":"cdkn-000995","url":"https://climateinsightsdirectory.org/document/cdkn-000995","title":"Building resilience to climate change locally: The case of Valenzuela City, Metro Manila","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"case study","language":"en","date_published":"2015-03","source_url":"http://cdkn.org/wp-content/uploads/2015/03/Valenzuela-Inside-Story.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines how Valenzuela City, a low-lying industrial suburb of Metro Manila, has utilised the Partners for Resilience (PfR) framework to address chronic flooding and livelihood loss. It highlights the transition from short-term disaster response to a holistic approach that incorporates climate science, environmental restoration, and community-led early warning systems. Key successes include the integration of climate-informed contingency planning and the 'GREENING' project for urban land use. However, the study notes that institutional resilience is challenged by local political cycles and leadership changes.","ai_generated":true,"unit":"cdkn-000995#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Valenzuela City is highly vulnerable to flooding due to its low-lying geography and the confluence of the Tullahan, Polo, and Meycauayan rivers, leading to stagnant water that can persist for up to 4 weeks.","ai_generated":true,"unit":"cdkn-000995#insight-1","date_modified":"2026-10-23"},{"text":"Changing rainfall patterns since the 1980s drove land-use shifts from farmland to fishponds and eventually to residential subdivisions, which reduced the local production of vegetables, rice, and high-quality seafood.","ai_generated":true,"unit":"cdkn-000995#insight-2","date_modified":"2026-10-23"},{"text":"The Partners for Resilience (PfR) programme employs a four-block approach to community resilience: anticipating risks, responding to disasters, adapting to changing risk patterns, and transforming root causes of risk.","ai_generated":true,"unit":"cdkn-000995#insight-3","date_modified":"2026-10-23"},{"text":"The city has integrated scientific weather forecasts from PAGASA into its contingency planning and community drills, moving beyond short-term relief to a continuum of risk management.","ai_generated":true,"unit":"cdkn-000995#insight-4","date_modified":"2026-10-23"},{"text":"The LGU introduced the 'GREENING' project, which mandates that new applications for building permits, businesses, and residential areas allocate 20% of their area to trees and landscape improvement.","ai_generated":true,"unit":"cdkn-000995#insight-5","date_modified":"2026-10-23"},{"text":"A community-based early warning system using 'batingting' (improvised bells made from LPG cylinders) has been implemented to signal three levels of vigilance and evacuation.","ai_generated":true,"unit":"cdkn-000995#insight-6","date_modified":"2026-10-23"},{"text":"The project leveraged the Red Cross 143 (RC143) volunteer programme, which assigns 44 members per barangay to serve as local responders and agents for raising awareness of disaster risks.","ai_generated":true,"unit":"cdkn-000995#insight-7","date_modified":"2026-10-23"},{"text":"Implementation of the PfR project faced delays due to the timing of local elections for mayor and barangay officials, requiring repeated orientation sessions for new leadership.","ai_generated":true,"unit":"cdkn-000995#insight-8","date_modified":"2026-10-23"}],"climate_tags":["disaster risk reduction","climate change adaptation","urban resilience","flood","land-use planning","early warning system","obsidian","Community based adaptation"],"geography_discussed":["Metro Manila","Bulacan","Malabon","Caloocan"],"frame_perspective":[],"analysis_type":["case study"]},{"id":"cdkn-000090","url":"https://climateinsightsdirectory.org/document/cdkn-000090","title":"Food security and adaptation impacts of potential climate smart agricultural practices in Zambia","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"research paper","language":"en","date_published":"2015-02-17","source_url":"https://cdkn.org/resource/food-security-and-adaptation-impacts-of-potential-climate-smart-agricultural-practices-in-zambia","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags"],"summary":{"text":"The paper examines how specific agricultural practices—including reduced tillage, crop rotations, legume intercropping, and modern inputs—impact crop yields and the probability of disastrously low yields for smallholder farmers in Zambia. It utilizes panel data from the Rural Incomes and Livelihoods Surveys (RILS) merged with geo-referenced historical rainfall and temperature data to analyze how these practices interact with varying climatic conditions.","ai_generated":true,"unit":"cdkn-000090#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The study analyzes the impact of specific agricultural practices, namely reduced tillage, crop rotations, legume intercropping, and the use of modern inputs, on crop yields and their resilience against disastrously low yields in Zambia.","ai_generated":true,"unit":"cdkn-000090#insight-1","date_modified":"2026-10-23"}],"climate_tags":["Climate-smart agriculture","food security","smallholder","crop yield","climate resilience"],"geography_discussed":[],"frame_perspective":[],"analysis_type":[]},{"id":"cdkn-000254","url":"https://climateinsightsdirectory.org/document/cdkn-000254","title":"The status of agricultural water use, access, and productivity in the Limpopo Basin — opportunities for poverty alleviation","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"report","language":"en","date_published":"2015-01-30","source_url":"https://cdkn.org/resource/the-status-of-agricultural-water-use-access-and-productivity-in-the-limpopo-basin-opportunities-for-poverty-alleviation","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Limpopo River Basin supports 14 million people, with a significant portion of the population in South Africa, Botswana, Mozambique, and Zimbabwe relying on rain-fed agriculture. Due to highly variable rainfall, resource-poor small-scale farmers are particularly vulnerable to weather-related shocks as they lack the means to invest in water-saving technology and storage. To address these challenges, the document recommends strengthening the Limpopo River Basin Commission's capacity, establishing secure land tenure and water rights for rural populations, prioritising water pricing for small-holders, and planning for water resources based on future precipitation scenarios.","ai_generated":true,"unit":"cdkn-000254#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Limpopo River Basin population of 14 million is distributed across South Africa, Botswana, Mozambique, and Zimbabwe, with over ten million South Africans and one million Botswanans residing there.","ai_generated":true,"unit":"cdkn-000254#insight-1","date_modified":"2026-10-23"},{"text":"Small-scale, resource-poor farmers are highly vulnerable to chronic weather-related shocks because rainfall is highly variable and they lack the resources to invest in water-saving technology or storage.","ai_generated":true,"unit":"cdkn-000254#insight-2","date_modified":"2026-10-23"},{"text":"Improving the policy environment for natural resource management in the basin requires strengthening the Limpopo River Basin Commission (LIMCOM), securing land tenure and water rights for rural populations, prioritising water pricing for small-holders, and planning for precipitation variations.","ai_generated":true,"unit":"cdkn-000254#insight-3","date_modified":"2026-10-23"}],"climate_tags":["natural resource management"],"geography_discussed":["South Africa","Botswana","Mozambique","Zimbabwe"],"frame_perspective":[],"analysis_type":["policy assessment"]},{"id":"cdkn-000568","url":"https://climateinsightsdirectory.org/document/cdkn-000568","title":"Using climate information to achieve long-term development objectives in coastal Ghana and Mozambique","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"policy brief","language":"en","date_published":"2015-01","source_url":"http://cdkn.org/wp-content/uploads/2015/01/FCFA_PolicyBrief_Accra-Maputo_WEB1.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"A pilot study in Accra and Maputo found that future climate information is not directly used in city planning, as socioeconomic vulnerabilities and governance issues currently outweigh climate concerns. The authors propose a 'co-exploration' approach that prioritises non-climatic stressors before integrating climate data to avoid over-weighting climate sensitivity in decision-making. Key barriers to science uptake include sparse and unverified historical observational data. Proposed adaptation options for both cities include upgrading drainage systems and improving urban planning and building code enforcement.","ai_generated":true,"unit":"cdkn-000568#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"A pilot study indicates that future climate information is not currently being directly utilised for planning or development in Accra or Maputo.","ai_generated":true,"unit":"cdkn-000568#insight-1","date_modified":"2026-10-23"},{"text":"Socioeconomic and governance issues—including corruption, lack of law enforcement for building codes, and poor communication between government departments—are primary drivers of vulnerability and act as major obstacles to climate change planning.","ai_generated":true,"unit":"cdkn-000568#insight-2","date_modified":"2026-10-23"},{"text":"Decision-makers in both cities rely primarily on seasonal forecasts and historical climate data; projections for the 5–40-year timeframe are not routinely used, though they occasionally appear in consultancy reports.","ai_generated":true,"unit":"cdkn-000568#insight-3","date_modified":"2026-10-23"},{"text":"The uptake of climate science is hindered by sparse observational data, temporal gaps in historical records, and a lack of data verification, which complicates robust future modelling.","ai_generated":true,"unit":"cdkn-000568#insight-4","date_modified":"2026-10-23"},{"text":"The authors advocate for a 'co-exploration' decision-making process that identifies and ranks non-climate stressors before introducing climate information to ensure that climate data does not inappropriately drive the analysis.","ai_generated":true,"unit":"cdkn-000568#insight-5","date_modified":"2026-10-23"},{"text":"Identified adaptation strategies for both cities include long-term infrastructure projects like upgrading drainage systems (5–40 years) and shorter-term interventions such as improving communication, education, and building code enforcement (1–5 years).","ai_generated":true,"unit":"cdkn-000568#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","Climate information service","urban planning","coastal erosion","sea level rise","flood","climate data","governance","disaster risk reduction"],"geography_discussed":["Dansoman","Costa do Sol"],"frame_perspective":[],"analysis_type":["case study","pilot study","policy analysis"]},{"id":"cdkn-000569","url":"https://climateinsightsdirectory.org/document/cdkn-000569","title":"Using climate information for large-scale hydropower planning in sub-Saharan Africa","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"policy brief","language":"en","date_published":"2015-01","source_url":"http://cdkn.org/wp-content/uploads/2015/01/FCFA_PolicyBrief_DAMS_Final_WEB.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that large-scale hydropower in sub-Saharan Africa is highly vulnerable to climate change, yet planning typically relies on historical data and ignores future projections. It identifies barriers to the adoption of climate services—including short planning horizons, institutional gaps, and the influence of Chinese financing—and recommends adopting flexible designs and catchment-wide planning based on downscaled climate models.","ai_generated":true,"unit":"cdkn-000569#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Large-scale hydropower infrastructure is particularly vulnerable to climate change because it is long-lived and difficult to adapt once constructed; modifications such as increasing dam height or spillway size are often not technically or economically feasible.","ai_generated":true,"unit":"cdkn-000569#insight-1","date_modified":"2026-10-23"},{"text":"Most hydropower projects in sub-Saharan Africa are designed using historical hydro-meteorological data from the last 30–50 years, operating on the outdated assumption that future hydrological patterns will remain stationary.","ai_generated":true,"unit":"cdkn-000569#insight-2","date_modified":"2026-10-23"},{"text":"Climate change threatens hydropower performance through several mechanisms: altered rainfall and river flow patterns affecting turbine operation, increased reservoir evaporation, higher sediment loads causing storage loss and turbine damage, and increased flood magnitudes raising the risk of dam failure.","ai_generated":true,"unit":"cdkn-000569#insight-3","date_modified":"2026-10-23"},{"text":"Global climate models project divergent run-off trends for the period 2081–2100 compared to 1986 –2005, with mean annual run-off likely increasing in East Africa and decreasing in Southern Africa.","ai_generated":true,"unit":"cdkn-000569#insight-4","date_modified":"2026-10-23"},{"text":"Climate change is rarely integrated into hydropower planning due to short planning horizons (often not extending beyond 2050), a lack of institutional arrangements for climate information, and the fact that climate-driven changes are expected to emerge from natural variability only after the 2050s.","ai_generated":true,"unit":"cdkn-000569#insight-5","date_modified":"2026-10-23"},{"text":"Chinese financing has become a dominant force in the region's power sector, with commitments averaging US$1.7 billion per year between 2001 and 2006, yet these projects appear to ignore the effects of climate change in their planning and design.","ai_generated":true,"unit":"cdkn-000569#insight-6","date_modified":"2026-10-23"},{"text":"The document recommends that new hydropower schemes be assessed within comprehensive catchment-wide planning using downscaled global climate models to ensure they meet competing demands for energy, environment, and water supply.","ai_generated":true,"unit":"cdkn-000569#insight-7","date_modified":"2026-10-23"}],"climate_tags":["hydropower","Climate information service","climate change adaptation","water management","climate variability","renewable energy","climate finance"],"geography_discussed":["East Africa","Southern Africa","Ethiopia","South Africa","Brazil"],"frame_perspective":[],"analysis_type":["policy analysis","risk assessment"]},{"id":"cdkn-000570","url":"https://climateinsightsdirectory.org/document/cdkn-000570","title":"Using climate information to achieve long-term development objectives in Malawi","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"policy brief","language":"en","date_published":"2015-01","source_url":"http://cdkn.org/wp-content/uploads/2015/01/FCFA_PolicyBrief_Malawi_WEB.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"A pilot study in Malawi reveals that while short-term weather and seasonal forecasts are used, medium- to long-term climate projections (5–40 years) are not currently integrated into national policy or planning. Barriers include inappropriate spatial and temporal scales of data, technical jargon, and policy cycles that are too short to accommodate long-term climate horizons. However, there is significant opportunity to incorporate climate projections into Malawi's long-term development visions and economic modelling to prioritise resilient investments.","ai_generated":true,"unit":"cdkn-000570#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Malawian ministries and departments do not currently utilize medium- to long-term climate projections (5–40 years) for planning and policy-making, despite the availability of data from the IPCC, the Climate Systems Analysis Group (CSAG), and the Council for Scientific and Industrial Research (CSIR).","ai_generated":true,"unit":"cdkn-000570#insight-1","date_modified":"2026-10-23"},{"text":"Several barriers hinder the use of climate information, including a lack of downscaling to suit agro-ecological zones, the use of technical jargon that is difficult to translate into usable advice, and a lack of country-specific scenarios which creates uncertainty regarding the use and limitations of projections.","ai_generated":true,"unit":"cdkn-000570#insight-2","date_modified":"2026-10-23"},{"text":"The timing and format of climate information are often inadequate for effective disaster preparation and the issuance of early warnings.","ai_generated":true,"unit":"cdkn-000570#insight-3","date_modified":"2026-10-23"},{"text":"National policy cycles in Malawi are too short to easily integrate long-term climate data; while Vision 2020 provides a long-term trajectory, the Malawi Growth and Development Strategy (MGDSII) and sectoral planning operate on maximum five-year timeframes.","ai_generated":true,"unit":"cdkn-000570#insight-4","date_modified":"2026-10-23"},{"text":"There is a lack of integration between scientific climate data and indigenous knowledge, although leveraging traditional systems could improve the credibility and acceptability of scientific predictions among rural populations.","ai_generated":true,"unit":"cdkn-000570#insight-5","date_modified":"2026-10-23"},{"text":"There is potential to integrate climate projections into the economic modelling used by the Ministry of Economic Planning and Development (MEP&D), which typically operates on a 10–15 year horizon, to identify growth limits and prioritise resilient investments.","ai_generated":true,"unit":"cdkn-000570#insight-6","date_modified":"2026-10-23"},{"text":"Decision-makers identified a high demand for information on extreme events (floods, droughts, strong winds, and hail) and multi-year forecasts (up to five years) for parameters such as temperature and rainfall distribution.","ai_generated":true,"unit":"cdkn-000570#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate change scenario","climate change adaptation","disaster risk reduction","traditional knowledge","food security","social protection","Climate information service","national adaptation plan"],"geography_discussed":["Africa"],"frame_perspective":[],"analysis_type":["policy analysis","stakeholder interviews","case study"]},{"id":"cdkn-000571","url":"https://climateinsightsdirectory.org/document/cdkn-000571","title":"POLICY BRIEF","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"policy brief","language":"en","date_published":"2015-01","source_url":"http://cdkn.org/wp-content/uploads/2014/12/FCFA_PolicyBrief_Rwanda_FINAL.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document reports on a pilot study investigating how climate information is integrated into Rwandan policy. It finds that while current policies address immediate climate variability, there is a significant gap in the use of quantitative long-term projections. The study identifies land use and green city planning as high-potential areas for such data, while noting that barriers include a lack of technical capacity, short decision windows, and a tendency to omit model uncertainty in favor of qualitative narratives.","ai_generated":true,"unit":"cdkn-000571#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Rwandan policies currently focus on adaptation based on existing climate variability, but there are significant opportunities to integrate longer-term climate projections into programmes and policies.","ai_generated":true,"unit":"cdkn-000571#insight-1","date_modified":"2026-10-23"},{"text":"Most policy-makers rely on qualitative narratives of future change rather than quantitative projections, often using inconsistent sources for their information.","ai_generated":true,"unit":"cdkn-000571#insight-2","date_modified":"2026-10-23"},{"text":"There is a widespread tendency among end users to ignore climate model uncertainty, as focusing on it is perceived as detrimental to communicating risks and justifying adaptation measures.","ai_generated":true,"unit":"cdkn-000571#insight-3","date_modified":"2026-10-23"},{"text":"Land use and green city planning are identified as the most promising sectors for the application of medium- to long-term climate information.","ai_generated":true,"unit":"cdkn-000571#insight-4","date_modified":"2026-10-23"},{"text":"The use of quantitative climate projections was observed in only one of the five case study areas, specifically regarding large-scale hydroelectricity plants, where it led to the inclusion of contingency measures in the design.","ai_generated":true,"unit":"cdkn-000571#insight-5","date_modified":"2026-10-23"},{"text":"A trade-off between immediate costs and long-term benefits, driven by short private sector payback periods and high public sector discount rates, hinders long-term adaptation focus.","ai_generated":true,"unit":"cdkn-000571#insight-6","date_modified":"2026-10-23"},{"text":"The timing of information delivery is critical; for hydropower, climate change consideration at the environmental impact assessment stage was too late, whereas the design-engineering phase is more effective for project-level adaptation.","ai_generated":true,"unit":"cdkn-000571#insight-7","date_modified":"2026-10-23"},{"text":"Climate-proofing road surfaces was identified as a potential area of economic maladaptation because the short lifetime of the surfaces may not justify the costs of long-term resilience.","ai_generated":true,"unit":"cdkn-000571#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","climate change scenario","Climate information service","land-use planning","hydroelectricity","climate variability"],"geography_discussed":["Africa"],"frame_perspective":[],"analysis_type":["policy analysis","case study"]},{"id":"cdkn-000572","url":"https://climateinsightsdirectory.org/document/cdkn-000572","title":"Using climate information to achieve long-term development objectives in Zambia","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"policy brief","language":"en","date_published":"2015-01","source_url":"http://cdkn.org/wp-content/uploads/2015/01/FCFA_PolicyBrief_Zambia_WEB1.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The FCFA Zambia pilot study found that climate information is not currently used for long-term planning or infrastructure decisions in Zambia. While there is high demand for high-resolution projections, decision-makers often overlook the associated uncertainty. The brief recommends investing in 'adaptation ready' science, creating institutional incentives for collaboration between scientists and planners, and adopting interactive engagement methods like gamification to build trust and improve data flow. It also advocates for open data systems to break down departmental silos and the implementation of forecast-based financing to trigger early action before climate disasters occur.","ai_generated":true,"unit":"cdkn-000572#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"A pilot study in Zambia revealed that climate information is not currently being used to inform decisions regarding long-lived infrastructure or long-term planning.","ai_generated":true,"unit":"cdkn-000572#insight-1","date_modified":"2026-10-23"},{"text":"Decision-makers in Zambia show strong demand for high-resolution climate projections but generally fail to recognize that increased geographic detail leads to higher levels of uncertainty.","ai_generated":true,"unit":"cdkn-000572#insight-2","date_modified":"2026-10-23"},{"text":"There is a need for 'adaptation ready' climate science that focuses on real-world system thresholds, such as the probability of extreme rainfall events over 5-40 years or critical temperature levels for human health, rather than just annual or seasonal averages.","ai_generated":true,"unit":"cdkn-000572#insight-3","date_modified":"2026-10-23"},{"text":"Institutional barriers often isolate science providers from development planners; the brief suggests system-based approaches and organizational structures designed for dynamic relationships to align climate services with user needs.","ai_generated":true,"unit":"cdkn-000572#insight-4","date_modified":"2026-10-23"},{"text":"Interactive and creative engagement methods, such as serious games and experiential learning, can overcome communication barriers and build the trust necessary for climate-smart decision-making.","ai_generated":true,"unit":"cdkn-000572#insight-5","date_modified":"2026-10-23"},{"text":"The lack of open data systems in Zambia hinders adaptation, as environmental data collected by departments like the Meteorological Department, Department of Water Affairs, and Department of Agriculture are often inaccessible to other government officials.","ai_generated":true,"unit":"cdkn-000572#insight-6","date_modified":"2026-10-23"},{"text":"Forecast-based financing is proposed as a tool to enable early action in Zambia, such as distributing mosquito nets or prepositioning relief items before flooding occurs upstream of Victoria Falls.","ai_generated":true,"unit":"cdkn-000572#insight-7","date_modified":"2026-10-23"},{"text":"The 'UpRiver' prototype game in Zambia demonstrates the potential of combining participatory sensing and gamification to crowdsource water level data along the Zambezi River to calibrate hydrological models and increase trust in flood warnings.","ai_generated":true,"unit":"cdkn-000572#insight-8","date_modified":"2026-10-23"}],"climate_tags":["Climate information service","climate change adaptation","climate risk management","climate change scenario","early warning system","hydrological model"],"geography_discussed":["Africa","Kazungula District","Zambezi River","Victoria Falls"],"frame_perspective":[],"analysis_type":["case study","policy analysis"]},{"id":"cdkn-000625","url":"https://climateinsightsdirectory.org/document/cdkn-000625","title":"Understanding and addressing risks of flooding in the city: The case of Barangay Potrero, Metro Manila","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"case study","language":"en","date_published":"2015-01","source_url":"http://cdkn.org/wp-content/uploads/2015/01/Inside-Story-Barangay-Potrero-Malabon1.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the application of the Partners for Resilience (PfR) approach in Barangay Potrero, Malabon City, to address chronic flooding. It highlights the importance of localising early warning systems, fostering inter-city cooperation within the Tullahan River Basin, and integrating climate science into community-based disaster risk management.","ai_generated":true,"unit":"cdkn-000625#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Malabon City is highly susceptible to flooding due to its low-lying terrain and location in the estuary of several river deltas, with risks exacerbated by high tides, heavy rains, and overflows from rivers and dams.","ai_generated":true,"unit":"cdkn-000625#insight-1","date_modified":"2026-10-23"},{"text":"The Tullahan River, which passes through Quezon City, Caloocan, Malabon, and Navotas, has seen decreased water-holding capacity because it has become narrower and shallower over time.","ai_generated":true,"unit":"cdkn-000625#insight-2","date_modified":"2026-10-23"},{"text":"The Partners for Resilience (PfR) programme improved risk perception in Barangay Potrero by using customised activities such as film showings, purok meetings, and the installation of large-format flood risk maps in strategic locations.","ai_generated":true,"unit":"cdkn-000625#insight-3","date_modified":"2026-10-23"},{"text":"To improve community response, the local government and PfR worked with the national meteorological agency (PAGASA) to simplify and localise weather forecasts, moving away from a passive acceptance of flooding.","ai_generated":true,"unit":"cdkn-000625#insight-4","date_modified":"2026-10-23"},{"text":"An improved Early Warning System (EWS) for the Tullahan River Basin requires the coordination of five cities to harmonise protocols and share data on rainfall, water levels, and tide timing.","ai_generated":true,"unit":"cdkn-000625#insight-5","date_modified":"2026-10-23"},{"text":"The Barangay Disaster Risk Reduction and Management Committee (BDRRMC) refined its contingency plans by integrating community experiences, increasing access to climate information, and strengthening the participation of community-based organisations.","ai_generated":true,"unit":"cdkn-000625#insight-6","date_modified":"2026-10-23"}],"climate_tags":["disaster risk reduction","climate change adaptation","Flood risk management","early warning system","urban resilience"],"geography_discussed":["Tullahan River","Quezon City","Q1623","Caloocan","Navotas","Manila Bay"],"frame_perspective":[],"analysis_type":["case study"]},{"id":"cdkn-000785","url":"https://climateinsightsdirectory.org/document/cdkn-000785","title":"Integrating urban agriculture and forestry into climate change action plans: Lessons from Western Province, Sri Lanka and Rosario, Argentina","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"report","language":"en","date_published":"2015-01","source_url":"http://cdkn.org/wp-content/uploads/2015/03/SriLanka-Argentina-Background-Paper.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines how integrating urban and peri-urban agriculture and forestry (UPAF) into city planning can address climate change risks, food insecurity, and urban poverty. In Western Province, Sri Lanka, the focus is on rehabilitating abandoned paddy lands to reduce flood risks and intensifying home gardening to lower GHG emissions and improve nutrition. In Rosario, Argentina, the city is using UPAF to mitigate the urban heat island effect, reduce 'food miles' and associated CO2 emissions, and manage storm water run-off. The report argues that subnational (provincial) government involvement is essential for scaling these interventions and integrating them into broader land-use and climate action plans.","ai_generated":true,"unit":"cdkn-000785#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Urban and peri-urban agriculture and forestry (UPAF) can enhance city resilience by diversifying food sources for the urban poor, reducing the urban heat island effect, capturing CO2, and managing storm water to reduce flood risks.","ai_generated":true,"unit":"cdkn-000785#insight-1","date_modified":"2026-10-23"},{"text":"In Western Province, Sri Lanka, the rehabilitation of abandoned paddy lands in flood zones serves as a strategy to improve storm water infiltration and mitigate flood risks.","ai_generated":true,"unit":"cdkn-000785#insight-2","date_modified":"2026-10-23"},{"text":"A pilot project in Kesbewa, Sri Lanka, involving 47 farmers, rehabilitated 17.4 hectares of paddy fields, including 5.2 hectares of land abandoned for over 20 years, increasing farmer income through the cultivation of salt-resistant paddy and vegetables.","ai_generated":true,"unit":"cdkn-000785#insight-3","date_modified":"2026-10-23"},{"text":"Intensification of home gardening in Kesbewa, Sri Lanka, led to a reduction of 60,200 kg of municipal solid waste through composting and a 56.3% reduction in the use of external fertilisers.","ai_generated":true,"unit":"cdkn-000785#insight-4","date_modified":"2026-10-23"},{"text":"Local production of specific vegetables in Kesbewa home gardens and improved organic waste reuse are estimated to reduce GHG emissions by 74.89 tonnes per year.","ai_generated":true,"unit":"cdkn-000785#insight-5","date_modified":"2026-10-23"},{"text":"In Rosario, Argentina, urban garden parks and streets with significant tree cover recorded average temperatures approximately 5°C lower than the city centre during extreme heat periods.","ai_generated":true,"unit":"cdkn-000785#insight-6","date_modified":"2026-10-23"},{"text":"Sourcing potatoes from the peri-urban Arroyo Seco region (30 km from Rosario) instead of regions 630 km away would reduce CO2 emissions related to food transport by 97%.","ai_generated":true,"unit":"cdkn-000785#insight-7","date_modified":"2026-10-23"},{"text":"Research in Rosario indicates that increasing green areas in the urban watershed could decrease the run-off coefficient from 0.64 to 0.49, representing an approximately 20% reduction in urban flooding risk.","ai_generated":true,"unit":"cdkn-000785#insight-8","date_modified":"2026-10-23"},{"text":"The involvement of provincial governments is critical for scaling urban agriculture because they can manage land-use planning beyond municipal boundaries, facilitate financing, and develop accompanying subnational policies.","ai_generated":true,"unit":"cdkn-000785#insight-9","date_modified":"2026-10-23"}],"climate_tags":["urban agriculture","agroforestry","climate change adaptation","climate change mitigation","food security","urban heat island","greenhouse gas emissions","land-use planning","rainwater harvesting"],"geography_discussed":["Sri Lanka","Argentina","Kesbewa","Santa Fe Province"],"frame_perspective":[],"analysis_type":["case study","impact monitoring","policy review"]},{"id":"cdkn-000920","url":"https://climateinsightsdirectory.org/document/cdkn-000920","title":"Climate Compatible Development: Pathway or Pipedream?","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"briefing","language":"en","date_published":"2015-01","source_url":"https://cdkn.org/sites/default/files/files/CPD-lecture-SM.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The briefing examines the concept of 'climate compatible development' as a means to achieve 'zero-zero'—the simultaneous eradication of poverty and the elimination of net CO2 emissions. It frames this as a 'wicked problem' requiring the integration of mitigation, adaptation, and economic transformation. The author emphasizes that success depends on policy leadership, careful design to manage winners and losers, and cross-government implementation beyond environmental ministries.","ai_generated":true,"unit":"cdkn-000920#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The 'zero-zero' goal aims for the eradication of poverty by 2030 and the achievement of zero net CO2 emissions by approximately 2070, requiring 'deep decarbonisation' across all sectors and countries.","ai_generated":true,"unit":"cdkn-000920#insight-1","date_modified":"2026-10-23"},{"text":"Current national commitments under the Paris agreement's Intended Nationally Determined Contributions (INDCs) are insufficient, covering only between a quarter and a third of the emission reductions needed by 2030 to limit warming to 2 degrees Celsius.","ai_generated":true,"unit":"cdkn-000920#insight-2","date_modified":"2026-10-23"},{"text":"Climate compatible development is defined by the intersection of three elements: mitigation, adaptation, and transformation. Transformation specifically addresses how global climate change and its mitigation measures affect tradeable sectors, competitiveness, and the potential for technological leap-frogging.","ai_generated":true,"unit":"cdkn-000920#insight-3","date_modified":"2026-10-23"},{"text":"The author characterizes climate compatible development as a 'wicked problem' or 'super-wicked problem' due to its social complexity, interdependencies, unforeseen consequences, and the fact that the central authority needed to address it is often weak or non-existent.","ai_generated":true,"unit":"cdkn-000920#insight-4","date_modified":"2026-10-23"},{"text":"Effective policy design for climate compatible development must manage the transition to avoid harming the poor, as mitigation actions do not automatically provide positive outcomes for the impoverished. Examples include Morocco's staged reduction of energy subsidies and Australia's carbon pricing measures to support households and trade-exposed industries.","ai_generated":true,"unit":"cdkn-000920#insight-5","date_modified":"2026-10-23"},{"text":"Successful implementation of climate compatible development requires moving beyond the Ministry of Environment to secure full commitment from Ministries of Finance, Planning, Energy, Infrastructure, Industry, and Agriculture.","ai_generated":true,"unit":"cdkn-000920#insight-6","date_modified":"2026-10-23"}],"climate_tags":["Low carbon development","climate change mitigation","climate change adaptation","Sustainable Development Goals","Paris Agreement","poverty reduction","decarbonization","climate finance","industrial policy","renewable energy","carbon price","climate resilience","social protection"],"geography_discussed":["Bangladesh","Uganda","Kenya","Colombia","Morocco","Australia","United Kingdom"],"frame_perspective":[],"analysis_type":["policy analysis","theoretical framework"]},{"id":"cdkn-000929","url":"https://climateinsightsdirectory.org/document/cdkn-000929","title":"POLICY BRIEF","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"policy brief","language":"en","date_published":"2015-01","source_url":"http://cdkn.org/wp-content/uploads/2014/12/FCFA_PolicyBrief_PORTS_WEB.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document highlights the vulnerability of sub-Saharan African port infrastructure to climate hazards such as sea level rise, storm surges, and extreme rainfall. It notes that while the industry is aware of climate change, this awareness is rarely translated into practical planning. The brief recommends establishing a close dialogue between climate scientists and port practitioners, reviewing port master plans, and providing designers with simple, quantified projections of climate variables to improve long-term resilience.","ai_generated":true,"unit":"cdkn-000929#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Port infrastructure in sub-Saharan Africa is highly vulnerable to climate-related impacts due to its location in dynamic coastal environments, facing risks from storm surges, extreme waves, high winds, and extreme rainfall.","ai_generated":true,"unit":"cdkn-000929#insight-1","date_modified":"2026-10-23"},{"text":"African port cities are projected to experience some of the highest increases in asset exposure to coastal flood risk globally between 2005 and 2070, specifically mentioning Conakry, Douala, Lagos, Luanda, and Mogadishu.","ai_generated":true,"unit":"cdkn-000929#insight-2","date_modified":"2026-10-23"},{"text":"There is a gap between the port industry's general awareness of climate change and the implementation of practical actions in port planning, partly due to short planning horizons.","ai_generated":true,"unit":"cdkn-000929#insight-3","date_modified":"2026-10-23"},{"text":"Current port design guidance in Africa often includes sea level rise projections but typically neglects other climate variables such as temperature, rainfall, and storminess.","ai_generated":true,"unit":"cdkn-000929#insight-4","date_modified":"2026-10-23"},{"text":"Uncertainty in climate projections acts as a barrier to their use in deterministic design approaches, which usually rely on additional design allowances to manage such uncertainty.","ai_generated":true,"unit":"cdkn-000929#insight-5","date_modified":"2026-10-23"},{"text":"The document recommends a comprehensive policy mapping of the African ports sector to understand how the institutional environment, legislation, and regulation support or hinder climate resilience.","ai_generated":true,"unit":"cdkn-000929#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","sea level rise","Climate information service","storm surge","extreme rainfall","water transport","infrastructure resilience"],"geography_discussed":["South Africa","Botswana","Lesotho","Malawi","Eswatini","Zambia","Zimbabwe","Conakry","Douala","Lagos","Luanda","Mogadishu"],"frame_perspective":[],"analysis_type":["policy analysis","risk assessment"]},{"id":"cdkn-000753","url":"https://climateinsightsdirectory.org/document/cdkn-000753","title":"ODI & CDKN AT SENDAI","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"briefing","language":"en","date_published":"2015","source_url":"https://cdkn.org/sites/default/files/files/Sendai_Whos_who-ODI-CDKN.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed"],"summary":{"text":"The document serves as a 'who's who' and event guide for ODI and CDKN staff attending the UN World Conference on Disaster Risk Reduction in March 2015. It lists researchers and officers focusing on disaster risk reduction (DRR), climate resilience, and humanitarian action, detailing their specific goals for the conference, such as influencing the post-2015 DRR framework and discussing finance and governance. The briefing also provides a schedule of presentations and panels on topics including gender equality in DRR, fragile contexts, and measuring disaster resilience.","ai_generated":true,"unit":"cdkn-000753#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"ODI and CDKN staff attended the UN World Conference on Disaster Risk Reduction to support partner governments and practitioners in achieving a positive outcome for the post-2015 DRR framework.","ai_generated":true,"unit":"cdkn-000753#insight-1","date_modified":"2026-10-23"},{"text":"The organizations focused on several thematic areas during the conference, including the integration of gender, age, disability, and cultural perspectives in DRR, as well as the implementation of DRR in fragile and conflict-affected contexts.","ai_generated":true,"unit":"cdkn-000753#insight-2","date_modified":"2026-10-23"},{"text":"Technical discussions at the event covered the measurement of disaster resilience, DRR finance and economics, and the development of monitoring frameworks.","ai_generated":true,"unit":"cdkn-000753#insight-3","date_modified":"2026-10-23"}],"climate_tags":["disaster risk reduction","climate resilience","climate finance","gender equality"],"geography_discussed":["South Asia","India","Bangladesh","Pakistan"],"frame_perspective":[],"analysis_type":[]},{"id":"cdkn-000915","url":"https://climateinsightsdirectory.org/document/cdkn-000915","title":"The Climate Knowledge Brokers MANIFESTO","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"report","language":"en","date_published":"2015","source_url":"https://cdkn.org/sites/default/files/files/CKB-Manifesto.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed"],"summary":{"text":"The Climate Knowledge Brokers Manifesto argues that a significant gap exists between the production of climate science and its practical application in decision-making. It proposes that 'knowledge brokers' act as critical filters and translators who synthesize, contextualize, and deliver tailored information to users across various sectors and localities. The document outlines six primary user needs—ranging from basic availability and trust to local enrichment and access to raw data—and describes the broker's role as a multi-disciplinary interface. To improve effectiveness, the CKB Group advocates for a community of practice based on collaboration, open knowledge principles, and the adoption of interoperable digital standards to break down information silos.","ai_generated":true,"unit":"cdkn-000915#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Users of climate knowledge often face a paradox where they are either 'deluged by datasets, reports, scenarios, toolkits and other publications' or, particularly in developing countries, suffer from a 'lack of relevant information'.","ai_generated":true,"unit":"cdkn-000915#insight-1","date_modified":"2026-10-23"},{"text":"Effective climate knowledge must be tailored to specific user circumstances, requiring a synthesis of information that is contextualized by both the user's professional sector and their specific locality.","ai_generated":true,"unit":"cdkn-000915#insight-2","date_modified":"2026-10-23"},{"text":"The document identifies six overlapping user needs: increased availability and access from trusted sources, tailoring to specific needs, synthesized information, sectoral contextualization, enrichment with local information, and access to raw data and sources.","ai_generated":true,"unit":"cdkn-000915#insight-3","date_modified":"2026-10-23"},{"text":"Climate knowledge brokers function as 'filters, interfaces and translators' who facilitate the transfer of knowledge from producers to users, ensuring information is presented in a language and format the user can understand.","ai_generated":true,"unit":"cdkn-000915#insight-4","date_modified":"2026-10-23"},{"text":"Knowledge is more readily accepted and absorbed by users when the process of gathering and producing that knowledge is 'transparent and participatory', allowing users to be 'co-creators' rather than passive recipients.","ai_generated":true,"unit":"cdkn-000915#insight-5","date_modified":"2026-10-23"},{"text":"The CKB Group promotes a 'community of practice' to reduce the duplication of effort and the creation of 'information silos', encouraging brokers to find their own niche and collaborate rather than compete.","ai_generated":true,"unit":"cdkn-000915#insight-6","date_modified":"2026-10-23"},{"text":"To achieve interoperability of climate data, the document argues for the adoption of common standards regarding language (standardized vocabularies), rights (open licenses), and technical formats (such as RDF).","ai_generated":true,"unit":"cdkn-000915#insight-7","date_modified":"2026-10-23"},{"text":"There is a noted gap in the availability of sub-national and local scale climate models, particularly in mountain regions and areas affected by monsoons in developing countries.","ai_generated":true,"unit":"cdkn-000915#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","climate resilience"],"geography_discussed":["Austria","Belize","Armenia","Georgia","Bhutan","New York City"],"frame_perspective":[],"analysis_type":[]},{"id":"cdkn-000991","url":"https://climateinsightsdirectory.org/document/cdkn-000991","title":"THE WATER-ENERGY-FOOD NEXUS IN LATIN AMERICA AND THE CARIBBEAN","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"report","language":"en","date_published":"2015","source_url":"http://cdkn.org/wp-content/uploads/2015/04/The-Water-Energy-Food-Nexus-in-LAC-April-2015.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines the water-energy-food (WEF) nexus in Latin America and the Caribbean, highlighting how the region's reliance on natural resources creates critical trade-offs. It argues that while LAC is resource-abundant, fragmented governance and climate change threaten security. The document proposes a framework for action based on infrastructure, information, institutions, and investment to transition toward climate-compatible development.","ai_generated":true,"unit":"cdkn-000991#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Hydropower is a dominant but vulnerable energy source in LAC, providing approximately 65% of electricity generation and 11% of total energy generation. Its reliability is threatened by climate change-induced changes in rainfall and the prevalence of run-of-river dams, which are more susceptible to drought than reservoir dams.","ai_generated":true,"unit":"cdkn-000991#insight-1","date_modified":"2026-10-23"},{"text":"Agriculture is the primary driver of deforestation in Latin America, accounting for approximately 70% of forest loss. This deforestation undermines water security by disrupting ecosystem services such as rainfall recycling, which is critical for the 'flying rivers' that transport moisture from Amazonia to the La Plata Basin.","ai_generated":true,"unit":"cdkn-000991#insight-2","date_modified":"2026-10-23"},{"text":"Water governance in the region is characterized by high fragmentation and a lack of vertical coordination. In some countries, the number of central authorities involved in water policymaking is significant, ranging from 4 in Argentina to 13 in Peru and 12 in Chile.","ai_generated":true,"unit":"cdkn-000991#insight-3","date_modified":"2026-10-23"},{"text":"The region faces severe spatial and temporal asymmetries in water availability. For example, the Peruvian Amazon contains 97.5% of the country's surface water but supports less than 30% of its population, while economic activity is concentrated on the coast.","ai_generated":true,"unit":"cdkn-000991#insight-4","date_modified":"2026-10-23"},{"text":"Latin America is a global leader in Payment for Ecosystem Services (PES) and Water Funds. Examples include the Socio Bosque programme in Ecuador and the Latin America Water Funds Partnership, which is capitalised by USD 27 million to support 32 water funds.","ai_generated":true,"unit":"cdkn-000991#insight-5","date_modified":"2026-10-23"},{"text":"Biofuel production is expanding rapidly, with LAC producing 27% of global biofuels. This growth creates potential trade-offs where biofuel crops may compete with food crops for land and water resources.","ai_generated":true,"unit":"cdkn-000991#insight-6","date_modified":"2026-10-23"},{"text":"Urbanisation is a critical challenge, with 80% of the population living in cities, a figure expected to reach 90% by 2050. Many major cities, including Rio de Janeiro, Sao Paulo, Mexico City, Lima, and Caracas, must transfer water from neighbouring basins to meet demand.","ai_generated":true,"unit":"cdkn-000991#insight-7","date_modified":"2026-10-23"},{"text":"Climate change is projected to cause temperature increases of 1.6–4°C in Central America and 1.7–6.7°C in South America by the end of the century, impacting water availability and agricultural productivity.","ai_generated":true,"unit":"cdkn-000991#insight-8","date_modified":"2026-10-23"},{"text":"Economic instruments such as subsidies often promote resource inefficiency. In Mexico, electricity subsidies for pumping groundwater encourage over-extraction and lead to the degradation of aquifers.","ai_generated":true,"unit":"cdkn-000991#insight-9","date_modified":"2026-10-23"}],"climate_tags":["water security","energy security","food security","hydropower","biofuel","deforestation","climate change adaptation","climate change mitigation","Integrated Water Resources Management","land degradation","urban agriculture","greenhouse gas emissions"],"geography_discussed":["Brazil","Bolivia","Chile","Colombia","Ecuador","Mexico","Peru","Amazon rainforest","Huila Department","Rio Santa watershed"],"frame_perspective":[],"analysis_type":["policy analysis","regional assessment","framework development"]},{"id":"cdkn-000115","url":"https://climateinsightsdirectory.org/document/cdkn-000115","title":"Financing readiness: insights from the Amazon Fund and Congo Basin Forest Funds' efforts to reduce emissions from deforestation and degradation","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"research paper","language":"en","date_published":"2014-12-18","source_url":"https://cdkn.org/resource/financing-readiness-insights-from-the-amazon-fund-and-congo-basin-forest-funds-efforts-to-reduce-emissions-from-deforestation-and-degradation","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The document examines the evolution of 'readiness finance' for REDD+, arguing that the transition from readiness to performance-based support is not a static endpoint but requires ongoing investment in governance and institutions. Comparing the Amazon Fund and the Congo Basin Forest Fund (CBFF), the authors find that while both have funded policy and governance efforts, the level of support has been modest and coordination between regional REDD+ initiatives remains a challenge, particularly in the Congo Basin.","ai_generated":true,"unit":"cdkn-000115#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The conceptualization of 'readiness' has shifted from a narrow focus on technical requirements to a broader scope including policy frameworks and the strengthening of governance systems regarding transparency, accountability, and inclusiveness.","ai_generated":true,"unit":"cdkn-000115#insight-1","date_modified":"2026-10-23"},{"text":"Both the Amazon Fund and the Congo Basin Forest Fund (CBFF) have provided relatively modest support for policy, governance, and the independent monitoring and verification of emission reductions.","ai_generated":true,"unit":"cdkn-000115#insight-2","date_modified":"2026-10-23"},{"text":"There is a persistent need for better coordination among REDD+ financing initiatives within the same region; while Brazil has established some institutional frameworks for this, such frameworks are significantly weaker in the Congo Basin countries.","ai_generated":true,"unit":"cdkn-000115#insight-3","date_modified":"2026-10-23"},{"text":"The authors argue against a static view of readiness with a fixed endpoint, suggesting instead that strengthening institutions and governance requires sustained investment that should continue into the performance-based phase of REDD+.","ai_generated":true,"unit":"cdkn-000115#insight-4","date_modified":"2026-10-23"}],"climate_tags":["Reducing emissions from deforestation and forest degradation","forest conservation","climate finance","governance","deforestation","forest degradation"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["comparative analysis","policy review"]},{"id":"cdkn-000273","url":"https://climateinsightsdirectory.org/document/cdkn-000273","title":"Biennial Assessment and Overview of Climate Finance Flows 2014","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"guide","language":"en","date_published":"2014-12-12","source_url":"https://cdkn.org/resource/biennial-assessment-overview-climate-finance-flows-2014","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags"],"summary":{"text":"The document outlines the role of the Biennial Assessment (BA) in tracking climate finance flows from industrialised to developing countries to support the goal of limiting global temperature increases to 2 degrees Celsius. It highlights the commitment of industrialised governments to provide US$ 100 billion per year by 2020 and emphasizes the necessity of Measurement, Reporting and Verification (MRV) to ensure transparency and effectiveness in mitigation and adaptation activities.","ai_generated":true,"unit":"cdkn-000273#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Industrialised governments committed to increasing climate finance flows to developing countries to a target of US$ 100 billion annually by the year 2020.","ai_generated":true,"unit":"cdkn-000273#insight-1","date_modified":"2026-10-23"},{"text":"The Standing Committee on Finance (SCF) was established under the Cancun Agreement to assist the Conference of the Parties (COP) with the financial mechanism of the Convention, specifically regarding the Measurement, Reporting and Verification (MRV) of support for developing country Parties.","ai_generated":true,"unit":"cdkn-000273#insight-2","date_modified":"2026-10-23"},{"text":"The Biennial Assessment (BA) is designed to review existing literature on financial flows relative to Convention objectives and offer recommendations to improve climate finance reporting methodologies.","ai_generated":true,"unit":"cdkn-000273#insight-3","date_modified":"2026-10-23"}],"climate_tags":["climate finance","climate change mitigation","climate change adaptation","measurement, reporting, and verification","United Nations Framework Convention on Climate Change"],"geography_discussed":[],"frame_perspective":[],"analysis_type":[]},{"id":"cdkn-000147","url":"https://climateinsightsdirectory.org/document/cdkn-000147","title":"Nationally Appropriate Mitigation Action (NAMA) to accelerate geothermal power: Lessons from Kenya","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"briefing","language":"en","date_published":"2014-12-03","source_url":"https://cdkn.org/resource/nama-geothermal-power-lessons-kenya","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"Kenya aims to expand its geothermal power capacity to 5,000 MW by 2030 to support low-carbon development and reduce reliance on hydropower. To achieve this, the government developed a Nationally Appropriate Mitigation Action (NAMA) designed to mobilise private sector investment and international technical support. While Kenya had an installed geothermal capacity of approximately 340 MW as of October 2014, the development of the NAMA faced hurdles including stakeholder buy-in, securing financial partners, and addressing 'additionality' questions. Lessons learned emphasize the importance of tailored communication and aligning the NAMA's scope with broader sectoral transformation.","ai_generated":true,"unit":"cdkn-000147#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Kenya has established ambitious geothermal energy targets, aiming for a total production capacity of 5,000 MW by 2030, with a medium-term goal of 1,887 MW by 2017. As of October 2014, the installed capacity stood at approximately 340 MW.","ai_generated":true,"unit":"cdkn-000147#insight-1","date_modified":"2026-10-23"},{"text":"The geothermal NAMA was created to attract private sector involvement and international climate finance to support the National Climate Change Action Plan (NCCAP). A sub-component of this NAMA was submitted to the NAMA Facility in July 2014 for funding.","ai_generated":true,"unit":"cdkn-000147#insight-2","date_modified":"2026-10-23"},{"text":"The process of developing the NAMA encountered several obstacles, specifically regarding the documentation of the NAMA, securing financial partners, obtaining stakeholder buy-in, and addressing issues of 'additionality'.","ai_generated":true,"unit":"cdkn-000147#insight-3","date_modified":"2026-10-23"}],"climate_tags":["geothermal power","climate finance","private investment","Low carbon development","hydropower"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["policy analysis","lessons learned"]}]}