{"query_echo":{"q":"","filters":{"organization":["Climate and Development Knowledge Network"]},"warnings":[]},"total":{"value":1008,"relation":"eq"},"page":45,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?organization=climate-and-development-knowledge-network&page=45","next":"https://climateinsightsdirectory.org/api/v1/search?organization=climate-and-development-knowledge-network&page=46","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-000393","url":"https://climateinsightsdirectory.org/document/cdkn-000393","title":"Drought and Agricultural-related Forest Fires in 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-forest-fires-in-Belize-Final.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The study finds that the SPEI 12 drought index correlates with forest fire occurrence, particularly during severe and extreme drought events, though 'Milpa' farming remains the primary cause of fire escapes. Projections indicate that future drought events in the region will become more frequent, with an average recurrence time of 1 in 5 years, increasing the risk of escaped agricultural fires.","ai_generated":true,"unit":"cdkn-000393#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Standardized Precipitation Evaporation Index (SPEI) accumulated over 12 months (SPEI 12) shows a relationship with the annual number of forest fires, especially during 'severe and extreme drought events'.","ai_generated":true,"unit":"cdkn-000393#insight-1","date_modified":"2026-10-23"},{"text":"While meteorological conditions contribute to fire outbreaks, the primary driver of fire escapes in the Maya Golden Landscape is 'Milpa' farming, a traditional 'slash and burn' method used to prepare land.","ai_generated":true,"unit":"cdkn-000393#insight-2","date_modified":"2026-10-23"},{"text":"Multi-model projections indicate that drought events will increase in frequency, with an average recurrence time of 1 in 5 years (ranging from 1 in 3 to 1 in 12 years), and the area affected by drought is expected to increase after the middle of the 21st century.","ai_generated":true,"unit":"cdkn-000393#insight-3","date_modified":"2026-10-23"},{"text":"The CARiDRO tool is identified as a potentially useful component for an early warning system for forest fire management, provided it is improved with a regularly updated regional climate monthly database for real-time monitoring.","ai_generated":true,"unit":"cdkn-000393#insight-4","date_modified":"2026-10-23"}],"climate_tags":["drought","forest fire","early warning system","climate change scenario","land-use planning"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["case study","climate projection"]},{"id":"cdkn-000394","url":"https://climateinsightsdirectory.org/document/cdkn-000394","title":"The impact of future climate change on sweet potato production","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-Sweet-Potato-Final.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The study predicts that under the A1B medium emissions scenario for 2041-2070, sweet potato production in Jamaica will see significant increases in yield and biomass, alongside improved water productivity, suggesting the crop is a viable adaptation option for the region.","ai_generated":true,"unit":"cdkn-000394#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Under the A1B medium emissions scenario for the period 2041-2070 relative to 1981-2010, sweet potato production is projected to increase significantly, with a mean yield increase of 32.5% and a mean biomass increase of 33.9%.","ai_generated":true,"unit":"cdkn-000394#insight-1","date_modified":"2026-10-23"},{"text":"The study indicates a projected decrease in reference evapotranspiration (ETo) of approximately 15% for the 2041-2070 period, which, combined with higher productivity, leads to an increase in water productivity.","ai_generated":true,"unit":"cdkn-000394#insight-2","date_modified":"2026-10-23"},{"text":"Preliminary climate analysis for the 2041-2070 period suggests a slight mean seasonal rainfall increase of 9.9 mm (+1.5%) and increases in minimum and maximum temperatures, vapour pressure, and relative humidity compared to 1981-2010.","ai_generated":true,"unit":"cdkn-000394#insight-3","date_modified":"2026-10-23"},{"text":"Sweet potato is identified as a potential climate change adaptation crop due to its moderate drought tolerance, ability to grow on marginal lands, low requirements for labour and inorganic fertilizers, and the fact that its tubers are protected from tropical cyclone winds.","ai_generated":true,"unit":"cdkn-000394#insight-4","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","food security"],"geography_discussed":["Saint Catherine Parish","Worthy Park"],"frame_perspective":[],"analysis_type":["case study","predictive modelling"]},{"id":"cdkn-000396","url":"https://climateinsightsdirectory.org/document/cdkn-000396","title":"CLIMATE CHANGE FINANCING FOR CITIES IN INDONESIA","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/2017/01/CASE-STUDY-Climate-change-financing-for-cities-in-Indonesia.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document assesses the climate finance landscape in Indonesia, highlighting a significant gap between the financial needs for mitigation and adaptation and the available funds. Using Kupang as a case study, it identifies a lack of local regulatory frameworks and action plans, which hinders the ability of cities to access national and international funding. The report recommends the establishment of local trust funds and a dedicated information platform to help cities mobilize resources from public, private, and international sources.","ai_generated":true,"unit":"cdkn-000396#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Indonesia faces significant hurdles in accessing the Green Climate Fund (GCF) due to the difficulty of gaining accreditation for national implementing entities, with challenges including language barriers and procurement procedures.","ai_generated":true,"unit":"cdkn-000396#insight-1","date_modified":"2026-10-23"},{"text":"The city of Kupang lacks a formal regulatory framework, climate change action plan, or greenhouse gas emissions reduction strategy, which limits the effectiveness of climate finance disbursement at the city level.","ai_generated":true,"unit":"cdkn-000396#insight-2","date_modified":"2026-10-23"},{"text":"There is a substantial funding gap for sanitation and water management in Kupang; for the period 2015-2019, the estimated financial need is IDR 276.967 million, while available local budget funding is only IDR 53.47 million.","ai_generated":true,"unit":"cdkn-000396#insight-3","date_modified":"2026-10-23"}],"climate_tags":["climate finance","climate change adaptation","climate change mitigation","urbanization","greenhouse gas emissions","Green Climate Fund","Global Environment Facility","public–private partnership","water management","waste management","renewable energy","measurement, reporting, and verification"],"geography_discussed":["East Nusa Tenggara","Jakarta","Central Kalimantan"],"frame_perspective":[],"analysis_type":["case study","gap analysis","policy assessment"]},{"id":"cdkn-000403","url":"https://climateinsightsdirectory.org/document/cdkn-000403","title":"Cartes de réflexion sur la médiation de connaissances","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"guide","language":"fr","date_published":null,"source_url":"https://cdkn.org/sites/default/files/2025-06/CDKN%20120%20Card%20Box-FRENCH-1%20%281%29.pdf","generator":"Climate Insights Directory","generated_fields":["summary","geography_discussed"],"summary":{"text":"The document is a cover page for 'Cartes de réflexion sur la médiation de connaissances' (Reflection cards on knowledge brokerage), conceptualized by Lucia Scodanibbio, Ndéye Mané FALL, and Nathalie Koffi. It identifies the project as part of the Climate and Development Knowledge Network (CDKN), funded by the Ministry of Foreign Affairs of the Netherlands and the International Development Research Centre (IDRC/CRDI) of Canada.","ai_generated":true,"unit":"cdkn-000403#summary","date_modified":"2026-10-23"},"key_insights":[],"climate_tags":[],"geography_discussed":["Netherlands","Canada"],"frame_perspective":[],"analysis_type":[]},{"id":"cdkn-000404","url":"https://climateinsightsdirectory.org/document/cdkn-000404","title":"Tarjetas de reflexión para la facilitación del conocimiento","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"guide","language":"es","date_published":null,"source_url":"https://cdkn.org/sites/default/files/2025-06/CDKN%20120%20Card%20Box-SPANISH-1%20%281%29.pdf","generator":"Climate Insights Directory","generated_fields":["summary","geography_discussed"],"summary":{"text":"The provided text is a credits and title page for 'Tarjetas de reflexión para la facilitación del conocimiento' (Reflection cards for knowledge facilitation). It identifies the project as part of the Climate and Development Knowledge Network (CDKN), funded by the Ministry of Foreign Affairs of the Netherlands and the International Development Research Centre (IDRC) of Canada.","ai_generated":true,"unit":"cdkn-000404#summary","date_modified":"2026-10-23"},"key_insights":[],"climate_tags":[],"geography_discussed":["Netherlands"],"frame_perspective":[],"analysis_type":[]},{"id":"cdkn-000416","url":"https://climateinsightsdirectory.org/document/cdkn-000416","title":"Climate and Development Knowledge Brokers Workshop Eschborn, Germany 3-5 June 2011 Workshop report","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/CDKN-Climate-and-Development-Knowledge-Brokers-Workshop-report.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The workshop brought together 35 participants from 21 global and regional web initiatives to map their niches, share challenges, and establish the Climate Knowledge Brokers Group. Key outcomes include a detailed knowledge map of existing platforms and the identification of four joint projects focusing on linked open data, a 'portal-of-portals' for signposting, shared search facilities, and metadata standards.","ai_generated":true,"unit":"cdkn-000416#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The climate and development sector suffers from 'portal proliferation syndrome', where numerous fragile and under-resourced online platforms operate in isolation, leading to duplicated efforts and difficulty for users to find reliable, up-to-date information.","ai_generated":true,"unit":"cdkn-000416#insight-1","date_modified":"2026-10-23"},{"text":"A mapping exercise of 21 initiatives revealed that climate adaptation is the primary subject focus for most platforms, while fewer focus on mitigation; only the ci:grasp initiative scored highly for both.","ai_generated":true,"unit":"cdkn-000416#insight-2","date_modified":"2026-10-23"},{"text":"There is a significant gap between the intended target audiences of knowledge platforms and their actual users; while policymakers are often the mandated target, platforms frequently reach advisors, practitioners, or 'pinball' users from Google.","ai_generated":true,"unit":"cdkn-000416#insight-3","date_modified":"2026-10-23"},{"text":"Knowledge brokers face a specific challenge in engaging policymakers, who often do not prioritize 'knowledge management' as a concept; participants suggested focusing on 'evidence-based policy' or targeting intermediaries and advisors instead.","ai_generated":true,"unit":"cdkn-000416#insight-4","date_modified":"2026-10-23"},{"text":"The workshop established the 'Climate Knowledge Brokers Group' (CKB Group) to maintain momentum, with a plan to meet annually in Germany around the June UNFCCC meetings.","ai_generated":true,"unit":"cdkn-000416#insight-5","date_modified":"2026-10-23"},{"text":"Four specific joint projects were identified to improve the knowledge infrastructure: progressing linked open data, developing a 'portal-of-portals' for signposting, expanding the reegle shared search facility and glossary, and exploring shared metadata standards.","ai_generated":true,"unit":"cdkn-000416#insight-6","date_modified":"2026-10-23"},{"text":"Participants identified three priority conceptual areas for future group discussion: monitoring usage and impact, communicating uncertainty regarding climate change, and strategies for breaking down silos between adaptation and mitigation.","ai_generated":true,"unit":"cdkn-000416#insight-7","date_modified":"2026-10-23"},{"text":"The group concluded that a single 'über portal' is neither feasible nor desirable; instead, they advocate for better data standards and effective signposting to guide users to the most relevant existing platforms.","ai_generated":true,"unit":"cdkn-000416#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","climate change mitigation","climate finance","Low carbon development","Reducing emissions from deforestation and forest degradation","disaster risk reduction","ecosystem service"],"geography_discussed":["Bonn","Addis Ababa","People's Republic of China","India","South Africa"],"frame_perspective":[],"analysis_type":["workshop report","mapping exercise"]},{"id":"cdkn-000432","url":"https://climateinsightsdirectory.org/document/cdkn-000432","title":"CDKN Innovation Fund (Round 2) – Frequently Asked Questions (FAQ)","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/CDKN-IF-Round-2-FAQ_PUBLISHING-VERSION_FINAL21.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The CDKN Innovation Fund (Round 2) offers a total of GBP200,000, split into two awards of up to GBP100,000 each, specifically for innovation processes focused on Africa. Eligible applications must be led by an African organization and include at least two partners, with the majority of funds allocated to African institutions. The fund prioritizes 'demand-led' projects with demonstrated government buy-in and excludes fully-fledged research proposals, instead seeking interactive processes that produce outputs like policy briefs or road maps.","ai_generated":true,"unit":"cdkn-000432#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The total budget for Round 2 of the CDKN Innovation Fund is GBP200,000, which will be distributed as two awards with a maximum value of GBP100,000 each. Additionally, CDKN may later provide implementation awards of up to GBP200,000 each to support high-quality results.","ai_generated":true,"unit":"cdkn-000432#insight-1","date_modified":"2026-10-23"},{"text":"Applications for Round 2 must be focused on Africa and align with the CDKN's year 3 strategy for Africa. The Lead Applicant must be an African organization, not an international institution based in Africa, and the applicant group must include at least two partners, one or more of whom must be African.","ai_generated":true,"unit":"cdkn-000432#insight-2","date_modified":"2026-10-23"},{"text":"The fund specifically supports 'innovation processes'—interactive spaces or workshops that convene stakeholders to find original solutions—rather than fully-fledged research proposals. Acceptable outputs include project proposals, conceptual frameworks, learning materials, policy briefs, implementation road maps, or best practice tool kits.","ai_generated":true,"unit":"cdkn-000432#insight-3","date_modified":"2026-10-23"},{"text":"Projects must be 'demand-led', meaning they require buy-in from a developing country government, ministry, or department. This buy-in can be evidenced through support letters, white papers, national climate change strategy papers, ministerial statements, or national assessment reports.","ai_generated":true,"unit":"cdkn-000432#insight-4","date_modified":"2026-10-23"}],"climate_tags":["climate finance","climate policy","capacity building"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["guidance"]},{"id":"cdkn-000440","url":"https://climateinsightsdirectory.org/document/cdkn-000440","title":"NAMIBIA OTA NDJENYE UNENE: ENDJENYO LYUUYUNI WODIGILII SELSIUS 1.5 OTALI TI NGIINI KUTSE?","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"fact sheet","language":"sw","date_published":null,"source_url":"https://cdkn.org/sites/default/files/files/CDKN-Namibia-Map-Oshiwambo-WEB.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document warns that Namibia is expected to experience temperature increases exceeding the global average if global warming reaches 1.5°C. Projected impacts include increased heat, drought, and water scarcity, which threaten crops, livestock, and human health. It recommends diversifying agriculture, improving soil and water conservation, and strengthening community support systems to build resilience.","ai_generated":true,"unit":"cdkn-000440#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Namibia is projected to experience a temperature increase that exceeds the global average if global warming reaches 1.5°C, with global temperatures already having risen by 1°C since pre-industrial times.","ai_generated":true,"unit":"cdkn-000440#insight-1","date_modified":"2026-10-23"},{"text":"Regional temperature and rainfall projections for a 1.5°C global warming scenario include: Arid South (+2.1°C temp, -3% rainfall), Arid North (+2.1°C temp, -4% rainfall), Semi Arid South (+2°C temp, -4% rainfall), Semi Arid North (+1.9°C temp, -7% rainfall), and Hyper Arid (+1.6°C temp, -6% rainfall).","ai_generated":true,"unit":"cdkn-000440#insight-2","date_modified":"2026-10-23"},{"text":"Climate change is expected to increase the prevalence of heat, drought, and water scarcity, which will negatively impact crops and human lives. This includes a projected return of malaria to Namibia as conditions become more favorable for mosquitoes.","ai_generated":true,"unit":"cdkn-000440#insight-3","date_modified":"2026-10-23"},{"text":"Environmental risks include the potential loss of 30 species of plants, increased soil erosion from pests and livestock, and the spread of cholera and hepatitis E due to contaminated water sources.","ai_generated":true,"unit":"cdkn-000440#insight-4","date_modified":"2026-10-23"}],"climate_tags":["climate change","climate change adaptation","agriculture","water scarcity","drought","biodiversity loss","vector-borne disease"],"geography_discussed":["World","South Africa","Netherlands","Canada","Windhoek"],"frame_perspective":[],"analysis_type":["impact assessment","adaptation guidance"]},{"id":"cdkn-000441","url":"https://climateinsightsdirectory.org/document/cdkn-000441","title":"NAMIBIA IS HEATING UP: WHAT DOES GLOBAL WARMING OF 1.5°C MEAN FOR US?","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/CDKN-Namibia-Map-without-cow-web-ready_v2.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed"],"summary":{"text":"The document warns that a 1.5°C global temperature increase will result in a 2°C rise for Namibia, potentially within the next decade. This warming is expected to cause decreased annual rainfall, more frequent heat waves, and a loss of approximately 30% of species. Health risks include increased vulnerability to heat stroke and potential disease outbreaks in new areas, although malaria may decrease due to drier conditions. To adapt, the document recommends diversifying farming, implementing rangeland management, and practicing soil and water conservation.","ai_generated":true,"unit":"cdkn-000441#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"A global temperature increase of 1.5°C is projected to result in a 2°C increase for Namibia, a threshold that could be surpassed in the next ten years.","ai_generated":true,"unit":"cdkn-000441#insight-1","date_modified":"2026-10-23"},{"text":"Climate projections for Namibia indicate decreasing annual rainfall and rising local temperatures and heat waves, with semi-arid regions facing the highest temperature increases and extreme water scarcity.","ai_generated":true,"unit":"cdkn-000441#insight-2","date_modified":"2026-10-23"},{"text":"Environmental impacts include the projected loss of 30% of species and the replacement of savannah grasslands by expanding shrublands and deserts, which may negatively affect tourism, malnutrition, and livestock production.","ai_generated":true,"unit":"cdkn-000441#insight-3","date_modified":"2026-10-23"},{"text":"Health risks are expected to shift; while drier conditions may reduce malaria by shortening mosquito breeding seasons, higher temperatures could trigger outbreaks in new regions, and extreme weather may lead to cholera and hepatitis E via contaminated water.","ai_generated":true,"unit":"cdkn-000441#insight-4","date_modified":"2026-10-23"},{"text":"Namibia has established several policy frameworks to address these challenges, including a National Policy on Climate Change, a National Climate Change Strategy and Action Plan, and a Nationally Determined Contribution (NDC).","ai_generated":true,"unit":"cdkn-000441#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate change","climate change adaptation","rain","biodiversity loss","desertification","effects of climate change on human health","malaria","water scarcity","Nationally Determined Contributions"],"geography_discussed":["South Africa","Windhoek"],"frame_perspective":[],"analysis_type":[]},{"id":"cdkn-000448","url":"https://climateinsightsdirectory.org/document/cdkn-000448","title":"TAKING ACTION ON SUPPRESSED DEMAND","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"policy brief","language":"en","date_published":null,"source_url":"https://cdkn.org/sites/default/files/files/CDKN-policy-Paper_190612.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines how 'suppressed demand'—the unmet desire for products or services due to barriers like low income, poor infrastructure, and high technology costs—disadvantages low-income countries in the Clean Development Mechanism (CDM). Current CDM methodologies typically use 'actual consumption' as a baseline, which results in lower certified emission reductions (CERs) and makes projects less attractive to investors. The brief advocates for using 'desired consumption' as the baseline to reward avoided pollution and promote sustainable development. It highlights the outcomes of CMP7, which requested the CDM Executive Board to accelerate the implementation of guidelines on suppressed demand, particularly for LDCs, Small Island Developing States (SIDS), and African countries, while calling for increased capacity building and skills enhancement in these regions.","ai_generated":true,"unit":"cdkn-000448#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Suppressed demand occurs when a desire to consume a product or service is not met due to barriers such as low income, poor infrastructure (e.g., inaccessible electricity grids), and technology barriers like high initial costs for efficient appliances.","ai_generated":true,"unit":"cdkn-000448#insight-1","date_modified":"2026-10-23"},{"text":"The distribution of registered Clean Development Mechanism (CDM) projects is skewed toward advanced developing countries, with LDCs and African countries having the lowest number of projects; China dominates the Asian and Pacific region.","ai_generated":true,"unit":"cdkn-000448#insight-2","date_modified":"2026-10-23"},{"text":"Current CDM methodologies disadvantage low-income countries by using 'actual consumption' (constrained consumption) as the baseline for calculating carbon credits, which results in lower quantities of CERs and makes projects unattractive to investors.","ai_generated":true,"unit":"cdkn-000448#insight-3","date_modified":"2026-10-23"},{"text":"Accounting for suppressed demand by using the difference between 'desired consumption' and 'intervention consumption' would increase the number of carbon credits, rewarding avoided pollution and supporting sustainable development in poor communities.","ai_generated":true,"unit":"cdkn-000448#insight-4","date_modified":"2026-10-23"},{"text":"The CMP7 outcome welcomed the CDM Executive Board's work on suppressed demand guidelines and requested the acceleration of their implementation, prioritizing LDCs, Small Island Developing States (SIDS), and African countries.","ai_generated":true,"unit":"cdkn-000448#insight-5","date_modified":"2026-10-23"},{"text":"To realize the potential of suppressed demand guidelines, the document calls for fast-tracking capacity building through skills enhancement, institutional strengthening, and systems development for LDCs and African countries.","ai_generated":true,"unit":"cdkn-000448#insight-6","date_modified":"2026-10-23"}],"climate_tags":["clean development mechanism","sustainable development","Kyoto Protocol","United Nations Framework Convention on Climate Change","renewable energy","energy efficiency","Reducing emissions from deforestation and forest degradation"],"geography_discussed":["People's Republic of China","United States"],"frame_perspective":[],"analysis_type":["policy analysis","advocacy"]},{"id":"cdkn-000456","url":"https://climateinsightsdirectory.org/document/cdkn-000456","title":"TAKING ACTION ON SUPPRESSED DEMAND","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"research paper","language":"en","date_published":null,"source_url":"https://cdkn.org/sites/default/files/files/CDKN-Technical-Paper_1906121.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines how 'suppressed demand'—the unmet desire for products or services due to barriers like low income, poor infrastructure, and high technology costs—leads to the underestimation of emission baselines in LDCs and African countries. It argues that because the CDM currently relies on actual (constrained) consumption rather than desired consumption, these regions are marginalized in the carbon market. The author advocates for the operationalization of guidelines adopted by the CDM Executive Board and the Conference of the Parties serving as a meeting of Parties to the Kyoto Protocol (CMP) to incorporate suppressed demand into baselines, which would increase the number of Certified Emission Reductions (CERs) and encourage investment in sustainable development projects in poor regions.","ai_generated":true,"unit":"cdkn-000456#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Suppressed demand occurs when a desire to consume a product or service is not met due to three primary barriers: infrastructure (e.g., inaccessible electricity grids), low income (where basic needs like food are prioritized over energy for lighting), and technology (e.g., the high initial cost of Compact Fluorescent Light bulbs compared to incandescent lamps).","ai_generated":true,"unit":"cdkn-000456#insight-1","date_modified":"2026-10-23"},{"text":"The distribution of registered Clean Development Mechanism (CDM) projects is skewed toward advanced developing countries, with LDCs and African countries having the lowest number of projects, partly because these regions are less attractive to investors due to constrained energy consumption levels.","ai_generated":true,"unit":"cdkn-000456#insight-2","date_modified":"2026-10-23"},{"text":"Excluding suppressed demand from CDM baselines results in an underestimation of the baseline emissions, which reduces the quantity of Certified Emission Reductions (CERs) a project can generate, thereby undermining the mechanism's sustainable development objectives in low-income countries.","ai_generated":true,"unit":"cdkn-000456#insight-3","date_modified":"2026-10-23"},{"text":"To create credible baselines that account for suppressed demand without inflating them, the document suggests establishing a 'minimum service level,' such as setting a baseline based on a desired number of light bulbs for a rural household rather than their actual current usage.","ai_generated":true,"unit":"cdkn-000456#insight-4","date_modified":"2026-10-23"},{"text":"While the CDM Executive Board (EB) and the CMP (through decisions 2/CMP.5 and 3/CMP.6) have recognized suppressed demand and adopted guidelines for its inclusion in baselines, these actions must be operationalized through fast-tracked capacity building, skills enhancement, and institutional strengthening in LDCs and African countries.","ai_generated":true,"unit":"cdkn-000456#insight-5","date_modified":"2026-10-23"},{"text":"The inclusion of suppressed demand in carbon market mechanisms would provide social and economic benefits by generating income for poorer groups and encouraging private sector investment in renewable energy, low-emission waste management, and efficient infrastructure.","ai_generated":true,"unit":"cdkn-000456#insight-6","date_modified":"2026-10-23"}],"climate_tags":["clean development mechanism","sustainable development","energy efficiency","renewable energy","Kyoto Protocol","United Nations Framework Convention on Climate Change"],"geography_discussed":["Uganda","United States","Brazil","Japan"],"frame_perspective":[],"analysis_type":["policy analysis","technical paper"]},{"id":"cdkn-000457","url":"https://climateinsightsdirectory.org/document/cdkn-000457","title":"Training handbook for climate-adaptive, resilient livelihoods","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"guide","language":"en","date_published":null,"source_url":"https://cdkn.org/sites/default/files/files/CDKN-Training-Hanbook-Ghana_WEB.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document is a training handbook designed to empower women in Ghana's Volta delta region to adapt to climate-related economic challenges. It focuses on four key modules: value addition to agricultural products, business management using a tree metaphor, financing through loans and savings, and leadership within women's associations. The guide emphasizes an informal, non-literacy-based teaching approach using drawings, storytelling, and physical objects to accommodate participants with low literacy levels. It is aligned with the Ghana National Climate Change Policy Master Plan (GNCCP) 2015-2020 and the National Climate Change Adaptation Strategy 2012.","ai_generated":true,"unit":"cdkn-000457#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Climate change in the Volta delta region, manifested through coastal erosion and the salinisation of groundwater and lagoons, has adversely affected fishing and agricultural livelihoods, contributing to a high number of female-headed households due to the migration of men.","ai_generated":true,"unit":"cdkn-000457#insight-1","date_modified":"2026-10-23"},{"text":"Women in the Volta delta face significant economic barriers, including a patrilineal inheritance system that restricts land tenure, lack of access to regional markets, and limited knowledge of productive land use and business management.","ai_generated":true,"unit":"cdkn-000457#insight-2","date_modified":"2026-10-23"},{"text":"To support women with low literacy, the handbook employs a training methodology that avoids reading and writing, instead utilizing drawings, storytelling, metaphors, and physical objects like sticks and stones for counting.","ai_generated":true,"unit":"cdkn-000457#insight-3","date_modified":"2026-10-23"},{"text":"The handbook promotes 'value addition'—adding features to basic products to increase profit margins—and guides participants through the Progressive Licensing Scheme (PLS) of the Food and Drugs Authority (FDA) to enter new markets.","ai_generated":true,"unit":"cdkn-000457#insight-4","date_modified":"2026-10-23"},{"text":"Business management is taught using a 'tree metaphor' where seeds represent business ideas, water represents money, branches represent activities, and fruits represent results, making complex concepts like cash flow and business planning accessible.","ai_generated":true,"unit":"cdkn-000457#insight-5","date_modified":"2026-10-23"},{"text":"The guide identifies Village Savings and Loan Associations (VSLAs) as an empowering alternative to formal banking because they provide a structured process for savings and loans without requiring landed property as collateral.","ai_generated":true,"unit":"cdkn-000457#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","microfinance","coastal erosion","land tenure"],"geography_discussed":["Keta","Sogakope"],"frame_perspective":[],"analysis_type":["training guide","capacity building"]},{"id":"cdkn-000458","url":"https://climateinsightsdirectory.org/document/cdkn-000458","title":"GENDER AND CLIMATE CHANGE IN ETHIOPIA WORKSHOP REPORT","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/CDKN-Workshop-Report-Climate-Change-Gender-Ethiopia.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The workshop, organized by the Ministry of Finance and CDKN, revealed that while Ethiopia has strong general commitments to gender equality, these are not effectively translated into climate change policies. A scoping study found that initiatives across government agencies remain disjointed, with the Climate-Resilient Green Economy (CRGE) strategy and sectoral adaptation plans lacking clear accountability mechanisms for gender issues. The report highlights specific gendered impacts, such as rural women spending 4 to 5 hours daily fetching water and up to 3,796 hours annually collecting fuelwood. Recommendations include establishing an inter-institutional women affairs directorate's committee, implementing gender-responsive budgeting, and developing mandatory gender analysis for funding eligibility through the CRGE Facility.","ai_generated":true,"unit":"cdkn-000458#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Ethiopia's national climate policies, including the Climate-Resilient Green Economy (CRGE) strategy and the National Adaptation plan, lack effective mechanisms for gender integration and accountability.","ai_generated":true,"unit":"cdkn-000458#insight-1","date_modified":"2026-10-23"},{"text":"Climate change disproportionately affects rural women in Ethiopia, who face higher income declines than men and carry heavy burdens for water and fuel collection.","ai_generated":true,"unit":"cdkn-000458#insight-2","date_modified":"2026-10-23"},{"text":"Gender mainstreaming efforts across Ethiopian government agencies are fragmented, with limited technical capacity and a lack of coordination between gender directorates and climate units.","ai_generated":true,"unit":"cdkn-000458#insight-3","date_modified":"2026-10-23"},{"text":"The Ministry of Finance has developed a gender-responsive budgeting tool, but its implementation is hindered by limited technical knowledge, poor coordination, and a lack of disaggregated data.","ai_generated":true,"unit":"cdkn-000458#insight-4","date_modified":"2026-10-23"},{"text":"The Environment, Forest and Climate Change Commission (EFCCC) has implemented internal gender-responsive measures, including a Women, Children and Youth Affairs Forum and a daycare center.","ai_generated":true,"unit":"cdkn-000458#insight-5","date_modified":"2026-10-23"},{"text":"The workshop recommended the creation of an inter-institutional committee to lead the integration of gender into climate praxis and the adoption of mandatory gender analysis for CRGE Facility funding.","ai_generated":true,"unit":"cdkn-000458#insight-6","date_modified":"2026-10-23"}],"climate_tags":["gender equality","climate finance","climate change adaptation","social inclusion","food security","Environmental and Social Safeguards"],"geography_discussed":["Addis Ababa","Spain","Madrid"],"frame_perspective":[],"analysis_type":["policy assessment","institutional analysis","stakeholder consultation"]},{"id":"cdkn-000466","url":"https://climateinsightsdirectory.org/document/cdkn-000466","title":"Alliance pour le Climat et le Développement Aider les pays en développement à concevoir et à mettre en œuvre des activités de développement compatibles avec le climat","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"guide","language":"fr","date_published":null,"source_url":"https://cdkn.org/sites/default/files/files/CDKN_Brochure_FRENCH_pr2FINAL_LR-copy.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Climate and Development Knowledge Network (CDKN) provides research, technical assistance, and knowledge dissemination to help developing countries integrate low-carbon and resilient growth into their national policies. Funded by the UK's DFID and the Netherlands' DGIS, CDKN focuses on four strategic themes: climate-compatible development plans, improving access to climate finance, disaster risk management, and supporting negotiators from the least developed and most vulnerable countries. The organization operates in over 40 countries across Africa, Asia, Latin America, and the Caribbean, aiming to improve the quality of life for those most affected by climate change through a demand-driven approach.","ai_generated":true,"unit":"cdkn-000466#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The organization focuses on four strategic priority themes: creating climate-compatible development strategies and plans, enhancing access to climate finance for developing nations, strengthening resilience through climate-related disaster risk management, and providing support to climate negotiators from the least developed and most vulnerable countries.","ai_generated":true,"unit":"cdkn-000466#insight-1","date_modified":"2026-10-23"},{"text":"CDKN operates in more than 40 countries across Africa, Asia, Latin America, and the Caribbean, and has contributed to public policy changes in 23 countries.","ai_generated":true,"unit":"cdkn-000466#insight-2","date_modified":"2026-10-23"},{"text":"The organization supports the goal of providing 100 billion US dollars in climate finance to developing countries between 2010 and 2020, as agreed in the 2009 Copenhagen Accords, by influencing international finance architecture and strengthening institutional capacity to access these funds.","ai_generated":true,"unit":"cdkn-000466#insight-3","date_modified":"2026-10-23"},{"text":"CDKN provides technical, legal, and logistical support to negotiators from Least Developed Countries (LDCs) to ensure their interests are represented in international climate negotiations, such as the UNFCCC.","ai_generated":true,"unit":"cdkn-000466#insight-4","date_modified":"2026-10-23"}],"climate_tags":["sustainable development","climate finance","disaster risk reduction","climate resilience","green growth","climate diplomacy","climate change adaptation","climate change mitigation","poverty reduction"],"geography_discussed":["Africa","Asia","Latin America","Caribbean","Rwanda","Kenya","Anguilla","Pakistan","Ethiopia","Uganda","Mozambique","India","Nepal","Chile","Peru","Zambia","Bangladesh","Benin","Ghana","Nigeria","Senegal","Zimbabwe","Marshall Islands"],"frame_perspective":[],"analysis_type":["organizational overview","strategic framework"]},{"id":"cdkn-000467","url":"https://climateinsightsdirectory.org/document/cdkn-000467","title":"Climate and Development Knowledge Network Helping developing countries to design and deliver climate compatible development","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"fact sheet","language":"en","date_published":null,"source_url":"http://cdkn.org/wp-content/uploads/2012/10/CDKN_Brochure_Oct2012_web.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Climate and Development Knowledge Network (CDKN) provides research, technical assistance, and advocacy to help developing countries integrate climate resilience and low-carbon growth into their national policies. Operating across Africa, Asia, and Latin America and the Caribbean, CDKN focuses on four strategic themes: climate compatible development strategies, access to climate finance, disaster risk management, and support for international climate negotiators from vulnerable nations. The network is funded by the UK Department for International Development (DFID) and the Netherlands Foreign Ministry (DGIS).","ai_generated":true,"unit":"cdkn-000467#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"CDKN defines 'climate compatible development' as an approach that integrates adaptation, mitigation, and development by prioritising development goals and pursuing a 'triple win' of low-carbon paths, resilience, and poverty reduction.","ai_generated":true,"unit":"cdkn-000467#insight-1","date_modified":"2026-10-23"},{"text":"The network operates across four strategic priority themes: creating climate compatible development strategies and plans, improving access to climate finance for developing countries, strengthening resilience via climate-related disaster risk management, and supporting negotiators from the most climate-vulnerable and least developed countries.","ai_generated":true,"unit":"cdkn-000467#insight-2","date_modified":"2026-10-23"},{"text":"CDKN has supported policy changes in 23 countries and operates in more than 40 countries across Africa, Asia, and Latin America and the Caribbean, disbursing US$30 million annually.","ai_generated":true,"unit":"cdkn-000467#insight-3","date_modified":"2026-10-23"},{"text":"In the area of climate finance, CDKN aims to help developing countries access the US$100 billion in finance agreed upon in the 2009 Copenhagen Accords, noting that these funds are currently only partly committed and available.","ai_generated":true,"unit":"cdkn-000467#insight-4","date_modified":"2026-10-23"},{"text":"CDKN provides specific support to the Least Developed Countries Group in UNFCCC negotiations through legal and technical briefing papers, strategy development, and a capacity-building programme involving e-learning and workshops.","ai_generated":true,"unit":"cdkn-000467#insight-5","date_modified":"2026-10-23"},{"text":"The network has implemented various country-specific projects, including supporting Rwanda's 'Fonerwa' national climate and environment fund, developing climate-resilient housing guidelines in Punjab, Pakistan, and assessing gender-based impacts of climate plans in India.","ai_generated":true,"unit":"cdkn-000467#insight-6","date_modified":"2026-10-23"}],"climate_tags":["Low carbon development","climate finance","climate change adaptation","climate change mitigation","disaster risk reduction","climate resilience","poverty reduction","United Nations Framework Convention on Climate Change","loss and damage","agroforestry"],"geography_discussed":["Rwanda","Kenya","India","Nepal","Chile","Peru","Zambia","Bangladesh","Colombia","Ecuador","El Salvador","Pakistan","Ethiopia","Uganda","Mozambique","Benin","Ghana","Nigeria","Senegal","Zimbabwe","Punjab"],"frame_perspective":[],"analysis_type":["institutional overview","case studies"]},{"id":"cdkn-000468","url":"https://climateinsightsdirectory.org/document/cdkn-000468","title":"cdkn_brochure_portuguese-6c09e7ea6dbb550b.pdf","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"fact sheet","language":"pt","date_published":null,"source_url":"http://cdkn.org/wp-content/uploads/2012/06/CDKN_Brochure_Portuguese.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Climate and Development Knowledge Network (CDKN) is an alliance of six organizations providing research, advisory services, and knowledge sharing to help developing countries integrate climate resilience and low-carbon growth into their national policies. The network focuses on four strategic themes: climate-compatible development strategies, improving access to climate finance, disaster risk management, and supporting Least Developed Country (LDC) negotiators. CDKN operates across Africa, Asia, and Latin America and the Caribbean, implementing projects such as national climate strategies in Rwanda, disaster-resilient reconstruction in Pakistan, and urban adaptation planning in Colombia and Ecuador.","ai_generated":true,"unit":"cdkn-000468#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"CDKN defines 'climate-compatible development' as a process that minimizes damage from climate impacts while maximizing human development opportunities through transitions to a low-emission and resilient future. This approach seeks 'triple benefits' by simultaneously promoting low-carbon development, increasing resilience, and reducing poverty.","ai_generated":true,"unit":"cdkn-000468#insight-1","date_modified":"2026-10-23"},{"text":"The organization focuses its work on four strategic priority themes: climate-compatible development strategies and plans, improving access to climate finance for developing countries, strengthening climate resilience through disaster risk management, and supporting climate negotiators from Least Developed Countries (LDCs).","ai_generated":true,"unit":"cdkn-000468#insight-2","date_modified":"2026-10-23"},{"text":"Developing countries require approximately USD 100 billion in climate financing for the 2010-2020 period to adapt to climate effects and transition to low-carbon paths, a goal agreed upon in the 2009 Copenhagen Accords, though funds remain only partially authorized and available.","ai_generated":true,"unit":"cdkn-000468#insight-3","date_modified":"2026-10-23"},{"text":"In Asia, CDKN focuses on bridging the gap between scientific, local, and policy-making communities to improve policy processes, particularly addressing the rapid increase in coal and oil use for electricity and the vulnerability of coastal populations to flooding.","ai_generated":true,"unit":"cdkn-000468#insight-4","date_modified":"2026-10-23"},{"text":"In Africa, CDKN views climate action as an opportunity to catalyze new climate-resilient infrastructure and supports the development of new pathways that address poverty while creating resilient economies.","ai_generated":true,"unit":"cdkn-000468#insight-5","date_modified":"2026-10-23"},{"text":"In Latin America and the Caribbean, CDKN addresses diverse challenges including sea-level rise and coastal erosion in the Caribbean, drought threats to Amazonian biodiversity, and glacier melt causing floods. It specifically supports urban land-use planning in Cartagena and Quito to increase city resilience.","ai_generated":true,"unit":"cdkn-000468#insight-6","date_modified":"2026-10-23"},{"text":"CDKN provides technical and legal support to negotiators from Least Developed Countries and Low-Income Countries to ensure their voices are influential in international climate negotiations, such as COP 17 in Durban.","ai_generated":true,"unit":"cdkn-000468#insight-7","date_modified":"2026-10-23"}],"climate_tags":["sustainable development","climate finance","disaster risk reduction","climate change adaptation","climate change mitigation","Low carbon development","climate resilience","green growth","coastal erosion","sea level rise","biodiversity","food security"],"geography_discussed":["Asia","Africa","Latin America and the Caribbean","Rwanda","Pakistan","India","Colombia","Ecuador","El Salvador","Chile","Peru","Mozambique","South Africa","Cartagena","Quito","Punjab"],"frame_perspective":[],"analysis_type":["organizational profile","strategic framework"]},{"id":"cdkn-000491","url":"https://climateinsightsdirectory.org/document/cdkn-000491","title":"The political economy of low carbon energy in Kenya","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"briefing","language":"en","date_published":null,"source_url":"http://cdkn.org/wp-content/uploads/2014/07/CDKN_Kenya_briefing_S.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document analyzes the tensions between Kenya's goals for industrial growth and energy access versus its climate mitigation ambitions. It highlights that while renewable energy aligns with national security goals, the discovery of oil and gas, along with a focus on large-scale capacity for industry, may marginalize pro-poor energy access and smaller-scale renewables like solar. The briefing emphasizes that the transition to a low-carbon economy is driven by power dynamics involving the government, international donors, and business associations, noting that current policy often prioritizes market-based approaches and industrial competitiveness over the needs of the rural poor.","ai_generated":true,"unit":"cdkn-000491#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Kenya's energy strategy faces a conflict between the pursuit of low-carbon energy and recent fossil fuel discoveries. While renewable energy is seen as a way to enhance energy security, the discovery of oil in Northern Kenya and the potential of coal as a \"reliable and easily accessible energy source for electricity generation\" may hinder the adoption of renewables.","ai_generated":true,"unit":"cdkn-000491#insight-1","date_modified":"2026-10-23"},{"text":"There is a significant disconnect between national energy capacity targets and the needs of the poor. The government's goal to add 5000MW of capacity by 2017 focuses on \"energy for industry\" and reducing prices for competitiveness, whereas reducing energy poverty requires more than just lower prices, especially for the rural poor who lack grid connectivity.","ai_generated":true,"unit":"cdkn-000491#insight-2","date_modified":"2026-10-23"},{"text":"The growth of solar energy in Kenya is constrained by government caution regarding long-term costs. The Ministry of Energy has expressed reluctance to lock consumers into high-cost solar through long-term agreements, arguing that investors seek \"quick returns\" rather than transformative impact for the poor.","ai_generated":true,"unit":"cdkn-000491#insight-3","date_modified":"2026-10-23"},{"text":"Off-grid Solar Home Systems (SHS) remain a niche technology despite their potential. As of 2011, only about 4.4% of total rural households possessed an SHS, and the government largely leaves the off-grid market to donors and private entities.","ai_generated":true,"unit":"cdkn-000491#insight-4","date_modified":"2026-10-23"},{"text":"The Climate Change Action Plan (CCAP), developed in 2012 to integrate climate concerns into energy planning, lacks legislative backing. President Kibaki rejected the Climate Change Authority Bill in 2013 because it was introduced as a private members bill by civil society and required more consultation.","ai_generated":true,"unit":"cdkn-000491#insight-5","date_modified":"2026-10-23"},{"text":"International donors exert significant influence over Kenya's energy priorities, often promoting market-based approaches and specific technologies that align with their own corporate interests. For example, the IFC helped identify renewable energy investment opportunities in the 2013 Energy Policy, and the German donor KFW provides premiums on top of government tariffs for the Feed-in-Tariff (FiT) scheme.","ai_generated":true,"unit":"cdkn-000491#insight-6","date_modified":"2026-10-23"},{"text":"Devolution under the 2010 Constitution has created political tension over energy governance. While counties seek control over rural electrification and investor attraction, the Transitional Authority declared in August 2013 that rural electrification would not be devolved.","ai_generated":true,"unit":"cdkn-000491#insight-7","date_modified":"2026-10-23"}],"climate_tags":["Low carbon development","energy poverty","climate change mitigation","climate change vulnerability","solar energy","geothermal energy","hydropower","fossil fuel","coal","petroleum industry","energy security","feed-in tariff","climate finance"],"geography_discussed":["Uganda"],"frame_perspective":[],"analysis_type":["political economy analysis"]},{"id":"cdkn-000515","url":"https://climateinsightsdirectory.org/document/cdkn-000515","title":"Bangladesh and the Surging Sea","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/CDKNJ5476-Bangladesh-and-Surging-Sea-RRA-report-A4-170606-WEB1.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report evaluates the risk of permanent inundation and frequent flooding in Bangladesh by 2100. Using high-resolution elevation data and two emission scenarios (RCP 2.6 and RCP 8.5), it finds that under high emissions, over 1,000 km2 of land and 8.6 lakh people could be permanently submerged. The Chittagong division is identified as having the highest population exposure risk. The analysis notes that results may be lower bounds due to elevation model errors and does not account for future shoreline defenses or population changes.","ai_generated":true,"unit":"cdkn-000515#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Under the RCP 8.5 scenario (unabated carbon emissions), more than 1,000 km2 of land in Bangladesh could be permanently submerged by 2100, affecting over 8.6 lakh people, which represents approximately 0.7% of the total land area and 0.6% of the population.","ai_generated":true,"unit":"cdkn-000515#insight-1","date_modified":"2026-10-23"},{"text":"Population and land exposure to frequent flooding (below the mean annual maximum water level) are more than double the figures for permanent inundation. Under RCP 8.5, the population exposed to frequent flooding by 2100 is projected at 20.7 lakh people.","ai_generated":true,"unit":"cdkn-000515#insight-2","date_modified":"2026-10-23"},{"text":"The Chittagong division is the most vulnerable in terms of population exposure, with over twice as many people at risk of permanent submergence as in Barisal or Khulna under high emissions. In 2100, an estimated 9.4 lakh people in Chittagong are exposed during the average maximum annual flood.","ai_generated":true,"unit":"cdkn-000515#insight-3","date_modified":"2026-10-23"},{"text":"Local relative sea level rise is significantly amplified by land subsidence, particularly west of the Ganges Delta, where relative rise could reach 2.37m by 2100 under RCP 8.5, which is triple the global sea level rise alone.","ai_generated":true,"unit":"cdkn-000515#insight-4","date_modified":"2026-10-23"},{"text":"Reducing global emissions (RCP 2.6) would decrease the number of people and land area exposed to routine storm surge and tides by approximately 18%. Across districts with a median exposure of 1,000 people or more, RCP 2.6 reduces both permanent and routine inundation by an average of 19%.","ai_generated":true,"unit":"cdkn-000515#insight-5","date_modified":"2026-10-23"},{"text":"The report warns that the findings may be lower bounds of actual potential exposure because the SRTM elevation model provides surface elevations rather than bare earth elevations, potentially overestimating height in areas with vegetation or tall buildings.","ai_generated":true,"unit":"cdkn-000515#insight-6","date_modified":"2026-10-23"}],"climate_tags":["sea level rise","storm surge"],"geography_discussed":["Barisal Division","Chattogram Division","Khulna Division","Cox s Bazar","Dhaka","Ganges Delta"],"frame_perspective":[],"analysis_type":["vulnerability assessment","projection"]},{"id":"cdkn-000522","url":"https://climateinsightsdirectory.org/document/cdkn-000522","title":"CDKN website tender clarification questions","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"briefing","language":"en","date_published":null,"source_url":"https://cdkn.org/sites/default/files/files/Clarification-Questions_Website-development_final.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed"],"summary":{"text":"The document clarifies that the CDKN website tender requires a Drupal-based solution (minimum version 8, with version 9 acceptable) and has a fixed budget of R500,000. It specifies that all content not explicitly excluded in the Request for Quotation (RfQ) will be migrated and that editors will have global edit permissions. Regarding environmental sustainability, the CDKN will judge proposals primarily based on the use of renewable energy for servers.","ai_generated":true,"unit":"cdkn-000522#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The project requires a Drupal-based website for robustness, specifically Drupal 8 as a minimum requirement, though Drupal 9 is also acceptable. Other platforms, including WordPress, will not be considered.","ai_generated":true,"unit":"cdkn-000522#insight-1","date_modified":"2026-10-23"},{"text":"The total project budget is fixed at R500,000, which must cover the design and build of the platform as well as one year of hosting and maintenance.","ai_generated":true,"unit":"cdkn-000522#insight-2","date_modified":"2026-10-23"},{"text":"The CDKN will evaluate the environmental sustainability of tender proposals based primarily on the information provided regarding the use of renewable energy for servers.","ai_generated":true,"unit":"cdkn-000522#insight-3","date_modified":"2026-10-23"}],"climate_tags":["renewable energy"],"geography_discussed":["South Africa"],"frame_perspective":[],"analysis_type":[]},{"id":"cdkn-000538","url":"https://climateinsightsdirectory.org/document/cdkn-000538","title":"Community Based Vulnerability Assessments (CBVA)","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/communities_high_res_print_updated280417.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The document describes Community Based Vulnerability Assessments (CBVA) as a collaborative process using semi-structured interviews and participatory workshops to identify climate hazards and barriers to adaptation. It highlights the Local Adaptive Capacity (LAC) approach, which assesses resilience across five areas: physical, social, information and knowledge, innovation, and governance. In the Soufriére region of Saint Lucia, the LAC framework found that natural resources provided some resilience, but this was undermined by a 42.9% poverty rate, a 23.8% unemployment rate (2012), and over-reliance on tourism. The text emphasizes that local networks are most effective when they maintain strong links between community, regional, and national organizations to share information and lobby for action.","ai_generated":true,"unit":"cdkn-000538#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Community Based Vulnerability Assessments (CBVA) utilize semi-structured interviews and participatory workshops to gather nuanced local information, identifying climate hazards and the specific barriers that prevent communities from adapting to them.","ai_generated":true,"unit":"cdkn-000538#insight-1","date_modified":"2026-10-23"},{"text":"An application of the LAC framework in the Soufriére region of Saint Lucia revealed that while natural resources offered some resilience, the region's vulnerability was increased by a 42.9% poverty rate (residents living on less than $5/day), a 23.8% unemployment rate in 2012, and a heavy dependence on the tourism industry.","ai_generated":true,"unit":"cdkn-000538#insight-2","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","governance"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["case study","methodological overview"]}]}