{"query_echo":{"q":"","filters":{"organization":["Climate and Development Knowledge Network"]},"warnings":[]},"total":{"value":1008,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?organization=climate-and-development-knowledge-network","next":"https://climateinsightsdirectory.org/api/v1/search?organization=climate-and-development-knowledge-network&page=2","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-000957","url":"https://climateinsightsdirectory.org/document/cdkn-000957","title":"Fostering local resilience and enhancing equity through ecosystem-based adaptation","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"research paper","language":"en","date_published":"2025-11","source_url":"https://cdkn.org/sites/default/files/2025-10/November%20final%20water%20funds%20paper%20.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The paper evaluates eight water funds in the Andean region against EbA principles, finding that while they effectively promote ecosystem resilience and multi-sector governance, they lack intentional focus on climate science, social vulnerability, and gender equity. It recommends integrating gender, social, and climate vulnerability analyses and strengthening monitoring and evaluation to better align with broader adaptation policies.","ai_generated":true,"unit":"cdkn-000957#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The eight analyzed water funds are implementing EbA measures, often implicitly, as their core activities in conservation, restoration, and sustainable use align with EbA principles to ensure water quality and quantity.","ai_generated":true,"unit":"cdkn-000957#insight-1","date_modified":"2026-10-23"},{"text":"Water fund strategies rely heavily on participatory processes and local knowledge for co-creation, but they rarely incorporate climate science or national climate projections into their planning.","ai_generated":true,"unit":"cdkn-000957#insight-2","date_modified":"2026-10-23"},{"text":"While conservation and restoration measures support ecosystem resilience, they generally lack a deliberate focus on the social dimensions of resilience and the specific needs of the most climate-vulnerable populations.","ai_generated":true,"unit":"cdkn-000957#insight-3","date_modified":"2026-10-23"},{"text":"Water funds effectively employ multi-sector governance by bringing together public, private, and civil society actors, yet they fail to explicitly link their activities to broader national and international adaptation policy frameworks.","ai_generated":true,"unit":"cdkn-000957#insight-4","date_modified":"2026-10-23"},{"text":"There is a significant gap in monitoring, evaluation, and learning, particularly regarding social and gender impacts, which limits the ability of water funds to demonstrate co-benefits and attract further funding.","ai_generated":true,"unit":"cdkn-000957#insight-5","date_modified":"2026-10-23"}],"climate_tags":["ecosystem-based adaptation","nature-based solutions","climate change adaptation","water-management","biodiversity conservation","Integrated Water Resources Management"],"geography_discussed":["Q216847","Medellín","Manizales","Cuenca","Quito","Tungurahua Province","Lima","Piura"],"frame_perspective":[],"analysis_type":["assessment","case study"]},{"id":"cdkn-000270","url":"https://climateinsightsdirectory.org/document/cdkn-000270","title":"Empowering Himalayan communities with solar micro-grids in Ladakh","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"case study","language":"en","date_published":"2025-04-30","source_url":"https://cdkn.org/resource/empowering-himalayan-communities-solar-micro-grids-ladakh","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed"],"summary":{"text":"Since 2013, GHE has installed decentralized solar micro-grids in remote areas of Ladakh and northeast India, providing clean energy to over 70,000 people across 190 villages. The model emphasizes community ownership, where residents are trained as technicians and eventually manage the systems. This transition from fossil fuels to over 1 megawatt of solar power has enabled the creation of 70 women-led homestays, the revival of traditional crafts, and the establishment of 35 Innovation centres providing digital content to 17,000 students.","ai_generated":true,"unit":"cdkn-000270#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The installation of decentralized solar micro-grids by GHE since 2013 has electrified over 90 villages in Ladakh and 100 more in northeast India, benefiting more than 70,000 people and installing over 1 megawatt of solar power.","ai_generated":true,"unit":"cdkn-000270#insight-1","date_modified":"2026-10-23"},{"text":"The project has fostered economic independence for women, who have been trained as solar technicians and entrepreneurs, leading to the opening of over 70 homestays and the revival of pashmina weaving.","ai_generated":true,"unit":"cdkn-000270#insight-2","date_modified":"2026-10-23"},{"text":"Educational access has increased through the creation of 35 Innovation centres, which have provided digital content to more than 17,000 students.","ai_generated":true,"unit":"cdkn-000270#insight-3","date_modified":"2026-10-23"}],"climate_tags":["distributed generation","energy access","carbon dioxide emissions","sustainable tourism","Community based adaptation"],"geography_discussed":["Meghalaya","Andes"],"frame_perspective":[],"analysis_type":[]},{"id":"cdkn-000951","url":"https://climateinsightsdirectory.org/document/cdkn-000951","title":"Empowering Himalayan communities: Solar micro-grids for enhanced resilience in Ladakh, India","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"case study","language":"en","date_published":"2025-04","source_url":"https://cdkn.org/sites/default/files/2025-04/Ladakh%20solar%20Casestudy_29%20April%202025.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document details how GHE leverages tourism and corporate social responsibility (CSR) funding to install decentralized solar micro-grids in remote Himalayan villages in Ladakh. These projects provide clean energy to homes, schools, and health centers, reducing reliance on fossil fuels and improving living standards. Key outcomes include the electrification of 94 villages in Ladakh, the training of over 200 women as entrepreneurs and solar technicians, and the mitigation of over 230,500 tonnes of CO2 emissions annually. The model emphasizes community ownership, where households eventually take over operations and maintenance, and integrates livelihood support through homestays and traditional handicrafts.","ai_generated":true,"unit":"cdkn-000951#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The electrification initiative has installed 1.034 MW of solar power, which has electrified 94 villages in Ladakh and over 100 villages in North East India, benefiting more than 70,000 villagers and mitigating over 230,500 tonnes of CO2 emissions per year.","ai_generated":true,"unit":"cdkn-000951#insight-1","date_modified":"2026-10-23"},{"text":"GHE utilizes a diverse funding model to cover initial capital costs, including corporate social responsibility (CSR) funds, crowdfunding, and a portion of trekking expedition fees, where 25-30% of the US$2,000-US$3,000 per person fee supports local projects.","ai_generated":true,"unit":"cdkn-000951#insight-2","date_modified":"2026-10-23"},{"text":"The project promotes gender equality and financial independence by training women as solar technicians and entrepreneurs; over 200 women have been trained, leading to a three-to-five-fold increase in their annual income through homestays and handicrafts.","ai_generated":true,"unit":"cdkn-000951#insight-3","date_modified":"2026-10-23"},{"text":"To ensure long-term sustainability, the project transitions management to the community after one year, with village households contributing to operations and maintenance costs to foster ownership.","ai_generated":true,"unit":"cdkn-000951#insight-4","date_modified":"2026-10-23"},{"text":"Solar micro-grids are described as 'climate smart' because their decentralized design and minimal wiring allow them to withstand heavy snowfall and be restored quickly after extreme weather events.","ai_generated":true,"unit":"cdkn-000951#insight-5","date_modified":"2026-10-23"},{"text":"While the project improves energy access, the resulting growth in tourism has created regional challenges, including increased waste production and higher water consumption that impacts groundwater levels.","ai_generated":true,"unit":"cdkn-000951#insight-6","date_modified":"2026-10-23"},{"text":"The model has been replicated in Meghalaya, where over 715kW of distributed solar energy was installed and more than 130 villagers were trained as technicians within four years.","ai_generated":true,"unit":"cdkn-000951#insight-7","date_modified":"2026-10-23"}],"climate_tags":["renewable energy","climate resilience","distributed generation","clean cooking","gender equality","sustainable tourism","climate finance"],"geography_discussed":["Meghalaya","Nepal","Sumatra","Uganda","Bolivia","Peru","Colombia","Kyrgyzstan","Myanmar"],"frame_perspective":[],"analysis_type":["case study"]},{"id":"cdkn-000042","url":"https://climateinsightsdirectory.org/document/cdkn-000042","title":"‘Gender lens’: the approach that low-carbon businesses cannot do without","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"policy brief","language":"en","date_published":"2024-12-06","source_url":"https://cdkn.org/resource/gender-lens-approach-low-carbon-businesses-cannot-do-without","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document advocates for the integration of a 'gender lens'—defined as business structures and policies that reduce barriers for women and enable their leadership and employment—within low-carbon SMEs. Based on findings from the Gender Equality in a Low Carbon World (GLOW) programme, it asserts that such approaches are successful strategies for business viability, particularly in agriculture and aquaculture value chains.","ai_generated":true,"unit":"cdkn-000042#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The 'gender lens' approach is essential for climate-smart businesses to achieve their maximum potential for economic sustainability and positive climate impact. This approach involves implementing business structures, policies, and measures that identify and reduce barriers for women, support women as leaders and entrepreneurs, ensure decent work for female employees, and make the benefits of private sector entities accessible to women.","ai_generated":true,"unit":"cdkn-000042#insight-1","date_modified":"2026-10-23"}],"climate_tags":["Climate-smart agriculture","aquaculture"],"geography_discussed":["Kenya"],"frame_perspective":[],"analysis_type":["policy brief"]},{"id":"cdkn-000408","url":"https://climateinsightsdirectory.org/document/cdkn-000408","title":"Ten years on: Enabling the success of locally-led water investments in Kenya’s arid and semi-arid counties","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"policy brief","language":"en","date_published":"2024-11","source_url":"https://cdkn.org/sites/default/files/2024-12/CDKN%20Policy%20Brief%20-%20Functionality%20study%20Kenya_WEB.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The brief evaluates 62 of 95 water investments established between 2013 and 2018 in Kenya's ASAL regions, finding that functionality generally declined between 2019 and 2023 due to poor maintenance funding, governance gaps, and insufficient climate data. It recommends integrating indigenous knowledge, securing dedicated operations and maintenance budgets, and adopting landscape-level management to ensure long-term resilience.","ai_generated":true,"unit":"cdkn-000408#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The overall functionality of water investments in most studied counties declined between 2019 and 2023, with the exception of Garissa.","ai_generated":true,"unit":"cdkn-000408#insight-1","date_modified":"2026-10-23"},{"text":"Sustainability was hindered by a lack of dedicated budget allocations at the county level for the operations and maintenance (O&M) of existing CCCF climate projects, making it difficult for communities to fund routine upkeep.","ai_generated":true,"unit":"cdkn-000408#insight-2","date_modified":"2026-10-23"},{"text":"Governance challenges impacted project longevity, specifically regarding the capacity of committees to manage water revenues, poor coordination by county governments, and ambiguous roles and responsibilities between government and community actors.","ai_generated":true,"unit":"cdkn-000408#insight-3","date_modified":"2026-10-23"},{"text":"The failure to use sufficient climate data and information led to the incorrect siting of several investments, resulting in a need for frequent repairs or total non-functionality.","ai_generated":true,"unit":"cdkn-000408#insight-4","date_modified":"2026-10-23"},{"text":"While the principle of subsidiarity fostered community ownership, sustainability was undermined by low transparency and accountability within local implementation committees and insufficient oversight from county departments after the project phase ended.","ai_generated":true,"unit":"cdkn-000408#insight-5","date_modified":"2026-10-23"},{"text":"The document suggests that integrating indigenous knowledge and traditional institutions, such as the Detha system, can improve the effectiveness and legitimacy of local climate resilience actions.","ai_generated":true,"unit":"cdkn-000408#insight-6","date_modified":"2026-10-23"}],"climate_tags":["water security","climate finance","climate change adaptation","Community based adaptation","water distribution system","traditional knowledge","Climate information service"],"geography_discussed":["Garissa County","Isiolo County","Kitui County","Makueni County","Wajir County"],"frame_perspective":[],"analysis_type":["longitudinal study","policy assessment"]},{"id":"cdkn-000280","url":"https://climateinsightsdirectory.org/document/cdkn-000280","title":"Voices of resilience: Amplifying women's voices through songs for locally-led action and inclusion in Northern Ghana","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"case study","language":"en","date_published":"2024-10-15","source_url":"https://cdkn.org/resource/voices-resilience-amplifying-womens-voices-through-songs-locally-led-action-and-inclusion-northern-ghana","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The project in Northern Ghana used the co-creation of folk songs to bridge local wisdom and scientific insights, enabling climate-vulnerable women to advocate for climate justice and land rights. These songs reached approximately 200 communities via local radio, though the process faced challenges in translating technical climate terms into local languages.","ai_generated":true,"unit":"cdkn-000280#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Women in the Upper West region of Ghana face exclusion from formal decision-making processes despite bearing the brunt of climate-related disruptions, including droughts, heatwaves, and flash floods.","ai_generated":true,"unit":"cdkn-000280#insight-1","date_modified":"2026-10-23"},{"text":"The project employed a participatory knowledge brokering approach where women's groups and researchers co-created songs over several months, integrating local lived experiences of unpredictable rain cycles and floods with scientific climate data.","ai_generated":true,"unit":"cdkn-000280#insight-2","date_modified":"2026-10-23"},{"text":"The resulting songs addressed both climate-specific issues, such as rainfall patterns, and non-climatic social issues including land and property rights, and were broadcast to approximately 200 communities via local radio.","ai_generated":true,"unit":"cdkn-000280#insight-3","date_modified":"2026-10-23"},{"text":"A primary challenge in the project was the language barrier, specifically the difficulty of translating technical and scientific climate terms into local languages without losing accuracy or meaning.","ai_generated":true,"unit":"cdkn-000280#insight-4","date_modified":"2026-10-23"}],"climate_tags":["knowledge broker","climate justice","social inclusion","land tenure","traditional knowledge","climate change adaptation","gender equality"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["case study"]},{"id":"cdkn-000585","url":"https://climateinsightsdirectory.org/document/cdkn-000585","title":"Gender Equality and Social Inclusion Integration in Development Initiatives Training Manual","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"guide","language":"en","date_published":"2024","source_url":"https://cdkn.org/sites/default/files/2025-06/GESI%20and%20Development%20Training%20Manual-MoPD_final%20%281%29.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The manual establishes a framework for mainstreaming Gender Equality and Social Inclusion (GESI) within Ethiopia's national development and climate change projects. It provides facilitators with a structured eight-session module covering basic GESI concepts, analysis tools, and gender-responsive budgeting. A significant portion of the document focuses on the intersection of climate change and GESI, arguing that climate impacts are distributed unequally and can amplify existing social disparities. The manual advocates for a transition from 'GESI blind' or 'sensitive' approaches toward 'GESI transformative' initiatives that challenge structural power dynamics and norms. It includes practical tools for gender analysis at the household and community levels, such as activity profiles and decision-making matrices, and offers strategies for achieving gender parity within government institutions.","ai_generated":true,"unit":"cdkn-000585#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The manual defines GESI as a framework addressing inequality across multiple dimensions, including gender, ethnicity, race, religion, caste, disability, and age, with the goal of removing barriers to increase access and participation for the most vulnerable groups.","ai_generated":true,"unit":"cdkn-000585#insight-1","date_modified":"2026-10-23"},{"text":"The document distinguishes between 'sex' as a biological attribute and 'gender' as a social attribute shaped by cultural and religious factors, noting that gender roles are often mistaken for natural distinctions.","ai_generated":true,"unit":"cdkn-000585#insight-2","date_modified":"2026-10-23"},{"text":"GESI responsiveness is categorized into five stages: GESI unequal (perpetuates inequality), GESI blind (ignores inequality), GESI sensitive (aware but no direct action), GESI responsive (actively addresses issues), and GESI transformative (aims for structural change in norms and power dynamics).","ai_generated":true,"unit":"cdkn-000585#insight-3","date_modified":"2026-10-23"},{"text":"Climate change is described as an 'amplifier of inequalities' that disproportionately affects the poor and women, particularly in rural areas where women rely more on natural resources for livelihoods.","ai_generated":true,"unit":"cdkn-000585#insight-4","date_modified":"2026-10-23"},{"text":"The manual identifies specific climate-related vulnerabilities for people with disabilities, including limited access to knowledge and resources, compromised health increasing susceptibility to extreme events, and greater difficulties during evacuations.","ai_generated":true,"unit":"cdkn-000585#insight-5","date_modified":"2026-10-23"},{"text":"Gender analysis is presented as a cornerstone for effective mainstreaming, utilizing tools such as the 'Activity profile' (who does what), 'Access and control profile' (who controls resources), and 'Decision-making profile' (who makes decisions).","ai_generated":true,"unit":"cdkn-000585#insight-6","date_modified":"2026-10-23"},{"text":"The manual differentiates between 'practical gender needs' (immediate requirements for survival and daily living) and 'strategic gender needs' (long-term requirements to transform power relations and achieve equality).","ai_generated":true,"unit":"cdkn-000585#insight-7","date_modified":"2026-10-23"},{"text":"Gender-Responsive Budgeting (GRB) is defined not as a separate budget for women, but as a general budget planned and executed in a gender-sensitive way to ensure equitable benefits and resource allocation.","ai_generated":true,"unit":"cdkn-000585#insight-8","date_modified":"2026-10-23"},{"text":"To achieve gender parity within institutions, the manual recommends strategies including leadership commitment, blind recruitment processes, mentorship programmes, and the establishment of zero-tolerance policies for Sexual Harassment and Abuse (SHA).","ai_generated":true,"unit":"cdkn-000585#insight-9","date_modified":"2026-10-23"}],"climate_tags":["gender equality","social inclusion","climate change adaptation","climate change mitigation","climate risk","climate justice","climate change vulnerability","gender mainstreaming","sustainable development"],"geography_discussed":["Bangladesh","Indonesia","Kenya","Philippines","India"],"frame_perspective":[],"analysis_type":["training manual","guidance document"]},{"id":"cdkn-000590","url":"https://climateinsightsdirectory.org/document/cdkn-000590","title":"‘Gender lens’: the approach that low-carbon businesses cannot do without","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"policy brief","language":"en","date_published":"2024","source_url":"https://cdkn.org/sites/default/files/2024-12/GLOW_%20Gender%20lens%20for%20low%20carbon%20business%20%282024%29.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The brief presents evidence from the Gender Equality in a Low Carbon World (GLOW) programme, demonstrating that integrating gender-responsive policies and women's empowerment into business models enhances the productivity and viability of climate-smart SMEs. It highlights specific successes in aquaculture, hydroponics, and solar irrigation across Africa and Latin America, while urging impact investors and public financiers to adopt gender-lens investment strategies to unlock untapped markets and improve social equity.","ai_generated":true,"unit":"cdkn-000590#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"A 'gender lens' approach involves business structures and policies that identify and reduce barriers for women, enable them as leaders and entrepreneurs, and ensure they secure decent work and meaningful benefits from private sector entities.","ai_generated":true,"unit":"cdkn-000590#insight-1","date_modified":"2026-10-23"},{"text":"In Kenya, applying a gender lens to Integrated Multi-Trophic Aquaculture (IMTA) for seaweeds and finfish has improved business results by leveraging the distinct roles and skills of women and men, specifically integrating women's traditional strengths in processing and marketing.","ai_generated":true,"unit":"cdkn-000590#insight-2","date_modified":"2026-10-23"},{"text":"The use of digital technology in Kenyan aquaculture, such as the Aquarech app, empowers women by increasing supply reliability through contracted women farmers and protecting women traders from 'fish for sex' norms by allowing them to procure fish formally.","ai_generated":true,"unit":"cdkn-000590#insight-3","date_modified":"2026-10-23"},{"text":"Gender-responsive training and technology for smallholders in Nicaragua is critical for maintaining access to the European Union market, as new laws from 2025 require firms to demonstrate the environmental integrity and traceability of imports.","ai_generated":true,"unit":"cdkn-000590#insight-4","date_modified":"2026-10-23"},{"text":"In Senegal, the adoption of solar PV power for irrigation has significantly increased the agricultural income of women horticulturalists by more than 200,000 FCFA ($335) and reduced irrigation costs by approximately 125,000 FCFA ($209).","ai_generated":true,"unit":"cdkn-000590#insight-5","date_modified":"2026-10-23"},{"text":"Hydroponic systems in Rwanda, facilitated for women and youth by the social enterprise Green Harvest, can produce up to 500 tons of crops per hectare and use 90% less water than traditional farming methods.","ai_generated":true,"unit":"cdkn-000590#insight-6","date_modified":"2026-10-23"},{"text":"Gender-lens marketing and delivery strategies in East Africa, such as Griincom Kenya's use of female sales agents for organic fertilisers, are projected to increase product uptake by 30% within a year.","ai_generated":true,"unit":"cdkn-000590#insight-7","date_modified":"2026-10-23"},{"text":"Public sector support, including low-interest loans and direct subsidies, is a crucial accelerator for women's entry into low-carbon sectors, as evidenced by the Tangama Market Gardening Union in Guinea.","ai_generated":true,"unit":"cdkn-000590#insight-8","date_modified":"2026-10-23"}],"climate_tags":["photovoltaics","Climate-smart agriculture","carbon footprint","climate finance"],"geography_discussed":["Kenya","Nicaragua","Senegal","Rwanda","Guinea","Africa","Latin America","Central America","European Union"],"frame_perspective":[],"analysis_type":["policy brief","case study analysis"]},{"id":"cdkn-000788","url":"https://climateinsightsdirectory.org/document/cdkn-000788","title":"“Perspectiva de género”: enfoque que no puede faltar en las actividades bajas en carbono","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"policy brief","language":"es","date_published":"2024","source_url":"https://cdkn.org/sites/default/files/2025-02/SSN%20Glow%20Policy%20Brief_Spanish_V4.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document presents findings from the Gender Equality in a Low Carbon World (GLOW) program, demonstrating how gender-responsive business models in agriculture and aquaculture improve productivity and market access. It highlights specific successes in Kenya, Senegal, Rwanda, and Nicaragua, while urging impact investors and public funders to adopt gender-lens investment strategies to support the energy transition.","ai_generated":true,"unit":"cdkn-000788#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Gender-responsive approaches—which identify and reduce barriers for women and promote their leadership—are described as success strategies for climate-smart businesses rather than just matters of equity.","ai_generated":true,"unit":"cdkn-000788#insight-1","date_modified":"2026-10-23"},{"text":"In Kenya, integrating gender-specific roles in integrated multi-trophic aquaculture (IMTA) for seaweed and finfish improved project efficiency and productivity by leveraging women's traditional strengths in processing and marketing and men's in cultivation and harvesting.","ai_generated":true,"unit":"cdkn-000788#insight-2","date_modified":"2026-10-23"},{"text":"The use of digital technology in Kenyan aquaculture, specifically through the Aquarech Ltd app, has reduced the vulnerability of women traders to harmful social norms such as 'fish for sex' by enabling formal and secure fish procurement.","ai_generated":true,"unit":"cdkn-000788#insight-3","date_modified":"2026-10-23"},{"text":"In Nicaragua, training women smallholders to use a carbon footprint tracking application is critical for maintaining access to the European Union market, which will require proof of environmental integrity for imports starting in 2025.","ai_generated":true,"unit":"cdkn-000788#insight-4","date_modified":"2026-10-23"},{"text":"Adopting solar photovoltaic (PV) energy for irrigation in Senegal has increased agricultural income for women by over 200,000 FCFA ($335) and reduced irrigation costs by approximately 125,000 FCFA ($209).","ai_generated":true,"unit":"cdkn-000788#insight-5","date_modified":"2026-10-23"},{"text":"Hydroponic systems in Rwanda, facilitated by the social enterprise Green Harvest, can produce up to 500 tons of crops per hectare and use up to 90% less water than traditional methods, with plant growth rates 30% to 50% faster.","ai_generated":true,"unit":"cdkn-000788#insight-6","date_modified":"2026-10-23"},{"text":"Gender-responsive marketing and last-mile delivery strategies in East Africa, such as hiring women as part-time sales agents for organic fertilizers in Kenya, are projected to increase product acceptance by 30% within one year.","ai_generated":true,"unit":"cdkn-000788#insight-7","date_modified":"2026-10-23"},{"text":"Gender-lens investment preparation helped eight SMEs supported by Intellecap raise a total of US$1.8 million in funding over three years, with 71% of these SMEs attracting impact investors.","ai_generated":true,"unit":"cdkn-000788#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate finance","sustainable agriculture"],"geography_discussed":["Kenya","Nicaragua","Senegal","Rwanda","Guinea","European Union"],"frame_perspective":[],"analysis_type":["case study","policy analysis"]},{"id":"cdkn-000789","url":"https://climateinsightsdirectory.org/document/cdkn-000789","title":"« La perspective de genre » : une approche incontournable pour les activités bas carbone","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"policy brief","language":"fr","date_published":"2024","source_url":"https://cdkn.org/sites/default/files/2025-02/SSN-Glow-Policy_Brief-French-V3.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document outlines how gender-responsive approaches—identifying barriers for women and promoting their leadership—enhance the efficiency of climate-smart technologies in agriculture and aquaculture. Drawing on the GLOW programme (2021–2024), it provides evidence from Africa and Central America showing that empowering women leads to higher yields, better market access, and increased attractiveness for impact investors.","ai_generated":true,"unit":"cdkn-000789#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The GLOW programme (2021–2024) conducted 12 action-research projects across 17 developing countries to explore how SMEs and producer associations can develop low-carbon technologies and innovative service models.","ai_generated":true,"unit":"cdkn-000789#insight-1","date_modified":"2026-10-23"},{"text":"Integrating gender perspectives in the aquaculture of fish and seaweed on the Kenyan coast improved project design and management by leveraging the distinct roles of men and women, where women traditionally handle processing and marketing while men focus on production and harvesting.","ai_generated":true,"unit":"cdkn-000789#insight-2","date_modified":"2026-10-23"},{"text":"In Kenya, the company Aquarech Ltd used a digital system to monitor fish production and partnered with five women's groups, which helped reduce the vulnerability of female traders to 'fish for sex' norms by providing a formal and safe way to procure fish.","ai_generated":true,"unit":"cdkn-000789#insight-3","date_modified":"2026-10-23"},{"text":"In Nicaragua, a cocoa exporter implemented a carbon footprint tracking application for smallholders and provided gender parity training for female leaders to ensure continued access to the European Union market, which requires environmental integrity proof starting in 2025.","ai_generated":true,"unit":"cdkn-000789#insight-4","date_modified":"2026-10-23"},{"text":"Solar-powered irrigation in Senegal reduced the time female horticulturists spend irrigating from 7.70 to 7.03 hours per day, increasing agricultural income by over 200,000 FCFA (335 dollars) and reducing irrigation costs by approximately 125,000 FCFA (209 dollars).","ai_generated":true,"unit":"cdkn-000789#insight-5","date_modified":"2026-10-23"},{"text":"Hydroponic farming in Rwanda, facilitated by Green Harvest through preferential loans for women, can produce up to 500 tonnes of crops per hectare while using up to 90% less water than traditional methods.","ai_generated":true,"unit":"cdkn-000789#insight-6","date_modified":"2026-10-23"},{"text":"Public investments, such as grants for solar irrigation systems provided to the Tangama Market Gardening Union in Guinea, act as catalysts for women's entrepreneurship in low-carbon agriculture.","ai_generated":true,"unit":"cdkn-000789#insight-7","date_modified":"2026-10-23"},{"text":"Gender-focused investment preparation helped eight East African SMEs supported by Intellecap raise a total of 1.8 million US dollars in funding over three years, with 71% of these SMEs attracting impact investors.","ai_generated":true,"unit":"cdkn-000789#insight-8","date_modified":"2026-10-23"}],"climate_tags":["photovoltaics","climate finance","sustainable agriculture"],"geography_discussed":["Kenya","Nicaragua","Senegal","Rwanda","Guinea","Central America","East Africa","European Union"],"frame_perspective":[],"analysis_type":["case study","policy analysis"]},{"id":"cdkn-000803","url":"https://climateinsightsdirectory.org/document/cdkn-000803","title":"Assessing the effectiveness of locally-led public good climate investments in water infrastructure in Garissa County","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"briefing","language":"en","date_published":"2024","source_url":"https://cdkn.org/sites/default/files/2024-11/Technical%20Brief_Garissa_FINAL.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The 2023 study found that none of the five water infrastructure investments in Garissa County were fully functional, with three partially functional and two non-functional. The primary drivers of failure were a lack of dedicated budgets for operations and maintenance (O&M), capacity gaps in local management, and limited early engagement with water institutions. The report recommends establishing sustainable financing mechanisms, integrating renewable energy to lower costs, and strengthening the technical and project management skills of local site committees.","ai_generated":true,"unit":"cdkn-000803#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"As of 2023, none of the five assessed water infrastructure investments were fully functional; three were classified as partially functional and two as non-functional.","ai_generated":true,"unit":"cdkn-000803#insight-1","date_modified":"2026-10-23"},{"text":"The sustainability of water security is undermined by Garissa County Climate Change legislation that prioritises new investments while providing no budget for the operations and maintenance (O&M) of existing infrastructure.","ai_generated":true,"unit":"cdkn-000803#insight-2","date_modified":"2026-10-23"},{"text":"A lack of O&M funding led to the total failure of two investments between 2019 and 2023, specifically due to the inability to replace ageing parts or repair pump and genset failures.","ai_generated":true,"unit":"cdkn-000803#insight-3","date_modified":"2026-10-23"},{"text":"There is a significant capacity gap in the management of these investments; although site committees exist for all projects, very few members have received training in facility management or basic maintenance skills.","ai_generated":true,"unit":"cdkn-000803#insight-4","date_modified":"2026-10-23"},{"text":"Limited engagement with relevant water institutions during the design phase restricted their subsequent support, as the investments were viewed as solely community-owned and managed.","ai_generated":true,"unit":"cdkn-000803#insight-5","date_modified":"2026-10-23"},{"text":"Non-functional investments have experienced community abandonment, which has accelerated system deterioration and led to the vandalism of components.","ai_generated":true,"unit":"cdkn-000803#insight-6","date_modified":"2026-10-23"}],"climate_tags":["water distribution system","Community based adaptation","climate finance","water security","renewable energy","climate resilience"],"geography_discussed":["Kenya"],"frame_perspective":[],"analysis_type":["longitudinal study","functionality assessment","governance assessment"]},{"id":"cdkn-000804","url":"https://climateinsightsdirectory.org/document/cdkn-000804","title":"Assessing the effectiveness of locally-led public good climate investments in water infrastructure in Isiolo County","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"briefing","language":"en","date_published":"2024","source_url":"https://cdkn.org/sites/default/files/2024-11/Technical%20Brief_Isiolo_FINAL.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The 2023 study found that only two of nine assessed water investments were fully functional, with many others limited by inadequate maintenance, vandalism, and resource-based conflicts. While community-led planning and local knowledge improved sustainability, the report highlights a need for dedicated maintenance financing, better technical siting, and genuine gender inclusivity in management committees.","ai_generated":true,"unit":"cdkn-000804#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"As of October 2023, the functionality of the nine assessed investments varied: two were functional, five were functional but not in use, and two were non-functional.","ai_generated":true,"unit":"cdkn-000804#insight-1","date_modified":"2026-10-23"},{"text":"Long-term functionality has been hindered by a lack of regular maintenance, such as desilting and component rehabilitation; specifically, four investments that were functional in 2019 were no longer in use by 2023.","ai_generated":true,"unit":"cdkn-000804#insight-2","date_modified":"2026-10-23"},{"text":"Inter-community resource-based conflicts and insecurity have led to the destruction of infrastructure and the relocation of assets. For example, at the Harr Buyo Water Pan, the fence, pump house, storage tank, and gate were vandalised during conflicts between neighbouring communities.","ai_generated":true,"unit":"cdkn-000804#insight-3","date_modified":"2026-10-23"},{"text":"The sustainability of investments is enhanced when local knowledge is integrated into planning, such as the community practice of using certain boreholes as strategic water points only during the rainy season to preserve rangeland for the dry season.","ai_generated":true,"unit":"cdkn-000804#insight-4","date_modified":"2026-10-23"},{"text":"Incorrect technical siting can lead to project failure, as evidenced by the Kobe Dadach Guracha Borehole, which was deemed unsuccessful due to poor siting decisions.","ai_generated":true,"unit":"cdkn-000804#insight-5","date_modified":"2026-10-23"},{"text":"Gender inclusivity in project governance remains insufficient; while Ward Planning Committees comply with the two-thirds rule, men significantly outnumber women in site management committees, with the Belgesh Water Pan committee consisting entirely of men.","ai_generated":true,"unit":"cdkn-000804#insight-6","date_modified":"2026-10-23"}],"climate_tags":["water distribution system","Community based adaptation","climate finance","water security"],"geography_discussed":["Garissa County","Wajir County"],"frame_perspective":[],"analysis_type":["longitudinal study","functionality assessment","governance assessment"]},{"id":"cdkn-000805","url":"https://climateinsightsdirectory.org/document/cdkn-000805","title":"Assessing the effectiveness of locally-led public good climate investments in water infrastructure in Kitui County","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"briefing","language":"en","date_published":"2024","source_url":"https://cdkn.org/sites/default/files/2024-11/Technical%20Brief_Kitui_FINAL.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"A 2023 study of 12 water infrastructure investments in Kitui County, Kenya, found that 59% were functional or partially functional, while 16% were non-functional due to lack of maintenance. The report highlights that most investments failed to provide adequate water during dry seasons and suffered from insufficient funding for operations and maintenance. While local knowledge was integrated into planning via Ward Climate Change Planning Committees, the study recommends better integration of hydrogeological data, landscape restoration, and institutionalised project audits to ensure long-term sustainability.","ai_generated":true,"unit":"cdkn-000805#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"As of October 2023, 59% of the 12 assessed water investments were either functional or partially functional and were considered sustainable for livestock and domestic use.","ai_generated":true,"unit":"cdkn-000805#insight-1","date_modified":"2026-10-23"},{"text":"Approximately 16% of the investments were non-functional, primarily due to a lack of maintenance and repairs. For instance, the Mutethya Nzaini Earth Dam, which was partially functional in 2019, became non-functional by 2023 because of a breached embankment wall, vandalism of the fence, and poor spillway design.","ai_generated":true,"unit":"cdkn-000805#insight-2","date_modified":"2026-10-23"},{"text":"Most water infrastructure investments failed to provide sufficient water during the dry season, often only remaining adequate during and shortly after the rainy season.","ai_generated":true,"unit":"cdkn-000805#insight-3","date_modified":"2026-10-23"},{"text":"Long-term operations and maintenance were hindered by insufficient funding, a lack of cost-recovery mechanisms, and the unavailability of spare parts locally.","ai_generated":true,"unit":"cdkn-000805#insight-4","date_modified":"2026-10-23"},{"text":"Local communities were involved in the planning and execution of investments through community forums and public barazas led by Ward Climate Change Planning Committees, which helped identify and prioritise sites.","ai_generated":true,"unit":"cdkn-000805#insight-5","date_modified":"2026-10-23"},{"text":"Technical failures occurred because design stages often ignored climate and hydrogeological information, as well as landscape restoration. For example, earth dams lacked upstream check dams to control siltation, and the Kyandeve Earth Dam was sited too close to another dam, affecting water flow.","ai_generated":true,"unit":"cdkn-000805#insight-6","date_modified":"2026-10-23"}],"climate_tags":["water distribution system","Community based adaptation","climate finance","water security"],"geography_discussed":["Kenya"],"frame_perspective":[],"analysis_type":["longitudinal study","functionality assessment","governance assessment"]},{"id":"cdkn-000806","url":"https://climateinsightsdirectory.org/document/cdkn-000806","title":"Assessing the effectiveness of locally-led public good climate investments in water infrastructure in Makueni County","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"briefing","language":"en","date_published":"2024","source_url":"https://cdkn.org/sites/default/files/2024-11/Technical%20Brief_Makueni_FINAL.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"A 2023 study of 13 water infrastructure projects in Makueni County, Kenya, found that most remain functional seven years after implementation. The success of these locally-led adaptation investments is attributed to the integration of local knowledge with technical data and strong partnerships between the county government and communities. While the projects have improved water access and increased agricultural incomes, challenges remain regarding siltation, funding for major repairs, and the need for green energy transitions to reduce production costs.","ai_generated":true,"unit":"cdkn-000806#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The 2023 assessment of 13 water infrastructure sites revealed that seven were fully functional, two were partially functional, and one was non-functional due to silting. Three sites were not in use at the time of the study because of seasonality.","ai_generated":true,"unit":"cdkn-000806#insight-1","date_modified":"2026-10-23"},{"text":"The identification of suitable investment sites was achieved by combining technical climate and hydrogeological information with local knowledge gathered through community consultation and forums.","ai_generated":true,"unit":"cdkn-000806#insight-2","date_modified":"2026-10-23"},{"text":"The water investments have positively impacted the community by reducing the distance women and children must travel for water and by increasing household incomes through new agricultural activities, such as micro-irrigation at the Ngutioni Sand Dam.","ai_generated":true,"unit":"cdkn-000806#insight-3","date_modified":"2026-10-23"},{"text":"Sustainability of the investments is supported by a partnership between the Makueni County Government, local communities, and institutions, with the county allocating 2% of its total development budget to the County Climate Change Fund (CCCF).","ai_generated":true,"unit":"cdkn-000806#insight-4","date_modified":"2026-10-23"},{"text":"While minor repairs are typically managed by community user committees through water fees, there is a lack of financing mechanisms for major repairs, which are often too expensive for local resource mobilisation.","ai_generated":true,"unit":"cdkn-000806#insight-5","date_modified":"2026-10-23"}],"climate_tags":["water distribution system","Community based adaptation","climate finance","water security","Sustainable land management"],"geography_discussed":["Kenya","Kajiado County"],"frame_perspective":[],"analysis_type":["longitudinal study","functionality assessment","governance analysis"]},{"id":"cdkn-000807","url":"https://climateinsightsdirectory.org/document/cdkn-000807","title":"Assessing the effectiveness of locally-led public good climate investments in water infrastructure in Wajir County","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"briefing","language":"en","date_published":"2024","source_url":"https://cdkn.org/sites/default/files/2024-11/Technical%20Brief_Wajir_FINAL.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"A 2023 longitudinal study of 23 water infrastructure projects in Wajir County, Kenya, found that boreholes are significantly more resilient to climate shocks than water pans, which accounted for all non-functional projects. While community involvement in planning fostered ownership, the study identified critical gaps in technical capacity for maintenance, a lack of climate information during the design phase, and a failure to budget for ongoing monitoring and evaluation.","ai_generated":true,"unit":"cdkn-000807#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Boreholes demonstrated significantly higher resilience and functionality compared to water pans. Water pans represented 100% of non-functional projects and 80% of partially functional projects because they are seasonal and susceptible to siltation during floods and drying during prolonged droughts.","ai_generated":true,"unit":"cdkn-000807#insight-1","date_modified":"2026-10-23"},{"text":"The overall functionality of the 23 assessed investments varied: 11 were functional, four were partially functional, three were non-functional, and four were not in use during the visit. Seasonal differences were stark, with 19 projects providing sufficient water for domestic and livestock use in the wet season, but only 12 doing so in the dry season.","ai_generated":true,"unit":"cdkn-000807#insight-2","date_modified":"2026-10-23"},{"text":"Community-led prioritisation, planning, and decision-making increased the long-term functionality of investments by fostering a sense of ownership. However, the study suggests that planning should also include broader water resource management entities like water service providers and water trust funds to ensure sustainability.","ai_generated":true,"unit":"cdkn-000807#insight-3","date_modified":"2026-10-23"},{"text":"Technical and financial gaps hinder the maintenance of water infrastructure. Site committees often lack the technical skills for routine maintenance and face shortages of essential spare parts, leading to equipment deterioration. Additionally, community-raised user fees are often insufficient for major repairs.","ai_generated":true,"unit":"cdkn-000807#insight-4","date_modified":"2026-10-23"},{"text":"A lack of climate information during the design and siting phase, particularly for water pans, left investments vulnerable to climate shocks, resulting in physical damage and the need for frequent rehabilitation.","ai_generated":true,"unit":"cdkn-000807#insight-5","date_modified":"2026-10-23"},{"text":"The County Climate Change Fund (CCCF) failed to budget for the monitoring and evaluation of investments, allocating funds only for new projects. This gap prevents the early detection of challenges and the documentation of the investments' effectiveness as climate interventions.","ai_generated":true,"unit":"cdkn-000807#insight-6","date_modified":"2026-10-23"}],"climate_tags":["water distribution system","Community based adaptation","climate finance","water management","Climate information service"],"geography_discussed":["Kenya"],"frame_perspective":[],"analysis_type":["longitudinal study","technical assessment","governance assessment"]},{"id":"cdkn-000895","url":"https://climateinsightsdirectory.org/document/cdkn-000895","title":"A longitudinal study on locally-led water infrastructure investments in select arid and semi-arid counties in Kenya","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"report","language":"en","date_published":"2024","source_url":"https://cdkn.org/sites/default/files/2024-12/CDKN_Functionality%20Study%20Synthesis%20Report%20Kenya_WEB.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The longitudinal study evaluates water projects in Kenya's ASAL regions, finding a decline in functionality from 2019 to 2023, while highlighting the benefits of community-led investment and the critical need for dedicated operations and maintenance funding.","ai_generated":true,"unit":"cdkn-000895#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The overall functionality of water investments declined between 2019 and 2023; functional projects dropped from 51.6% to 38.7%, while non-functional projects increased from 14.5% to 19.4%.","ai_generated":true,"unit":"cdkn-000895#insight-1","date_modified":"2026-10-23"},{"text":"Despite the decline, sustainability is possible, as 59.8% of the investments remained functioning eight to ten years after the first investments were implemented.","ai_generated":true,"unit":"cdkn-000895#insight-2","date_modified":"2026-10-23"},{"text":"Technical failures and poor maintenance are primary drivers of non-functionality, specifically pump malfunctions in boreholes and siltation in water pans and earth dams.","ai_generated":true,"unit":"cdkn-000895#insight-3","date_modified":"2026-10-23"},{"text":"Poor siting of infrastructure, often caused by inadequate geological and hydrological assessments or a lack of actionable climate information, has rendered some projects non-functional.","ai_generated":true,"unit":"cdkn-000895#insight-4","date_modified":"2026-10-23"},{"text":"Governance challenges include a lack of dedicated budget for operations and maintenance (O&M) at the county level and insufficient technical training for site management committees.","ai_generated":true,"unit":"cdkn-000895#insight-5","date_modified":"2026-10-23"},{"text":"The application of the principle of subsidiarity—involving communities in the identification, design, and management of projects—has fostered a sense of local ownership and resilience.","ai_generated":true,"unit":"cdkn-000895#insight-6","date_modified":"2026-10-23"},{"text":"Water infrastructure investments have provided significant socio-economic benefits, including reduced time burdens for women fetching water, increased school attendance for children, and improved food security through supported agriculture.","ai_generated":true,"unit":"cdkn-000895#insight-7","date_modified":"2026-10-23"},{"text":"Environmental benefits include habitat restoration, reduced soil erosion, and the creation of microenvironments that attract wildlife and support biodiversity.","ai_generated":true,"unit":"cdkn-000895#insight-8","date_modified":"2026-10-23"}],"climate_tags":["water distribution system","climate finance","Community based adaptation","water scarcity","Climate information service","gender equality","social inclusion","ecosystem-based adaptation","Sustainable land management","climate resilience"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["longitudinal study","functionality assessment","governance analysis"]},{"id":"cdkn-000940","url":"https://climateinsightsdirectory.org/document/cdkn-000940","title":"Ecosystem-based Adaptation","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"report","language":"en","date_published":"2024","source_url":"https://cdkn.org/sites/default/files/2024-11/Harnessing-Ecosystem-based-Adaptation-to-drive-progress-on-implementing-the-Kunming-Montreal-Global-Biodiversity-Framework.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report advocates for the mainstreaming of ecosystem-based adaptation (EbA) as a tool to align climate and biodiversity actions across the Rio Conventions. It highlights the potential of EbA to reduce climate hazard intensity by 26% and provide significant economic benefits, such as USD 65 billion in flood protection from mangroves. The document emphasizes the need for policy coherence between National Biodiversity Strategies and Action Plans (NBSAPs), Nationally Determined Contributions (NDCs), and National Adaptation Plans (NAPs), while stressing that equity and human rights-based approaches are essential for sustainable implementation.","ai_generated":true,"unit":"cdkn-000940#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Ecosystem-based adaptation (EbA) is supported by nearly 15 years of practical experience across more than 50 countries, making it a viable tool for integrating climate and biodiversity action under the Rio Conventions.","ai_generated":true,"unit":"cdkn-000940#insight-1","date_modified":"2026-10-23"},{"text":"Healthy ecosystems can significantly mitigate climate change and reduce the costs of climate impacts, with the potential to save up to 10GT of CO2 annually and reduce climate hazard intensity by 26%, potentially saving USD 393 billion by 2050.","ai_generated":true,"unit":"cdkn-000940#insight-2","date_modified":"2026-10-23"},{"text":"Mangrove ecosystems specifically provide substantial global benefits, including an estimated USD 65 billion in flood protection and the safeguarding of 15 million people from flooding every year.","ai_generated":true,"unit":"cdkn-000940#insight-3","date_modified":"2026-10-23"},{"text":"There is a strong trend toward including nature in national climate commitments; as of 2022, 84% of updated NDCs committed to protecting ecosystems or implementing nature-friendly agriculture, with a primary focus on adaptation outcomes.","ai_generated":true,"unit":"cdkn-000940#insight-4","date_modified":"2026-10-23"},{"text":"Effective EbA implementation requires integrating equity and human rights-based approaches, including gender considerations, land tenure rights, and the principle of Free, Prior, and Informed Consent (FPIC).","ai_generated":true,"unit":"cdkn-000940#insight-5","date_modified":"2026-10-23"},{"text":"A case study in Rwanda demonstrates that EbA activities in land restoration can be highly synergistic and economically beneficial, with a return of approximately USD 1.53 for every dollar spent, particularly through agroforestry expansion.","ai_generated":true,"unit":"cdkn-000940#insight-6","date_modified":"2026-10-23"},{"text":"There is a critical opportunity to align monitoring indicators between the CBD and UNFCCC by COP30 in 2025, specifically linking KMGBF Targets 8 and 11 with target 9 (d) of the UAE Framework for Global Climate Resilience.","ai_generated":true,"unit":"cdkn-000940#insight-7","date_modified":"2026-10-23"}],"climate_tags":["ecosystem-based adaptation","nature-based solutions","biodiversity loss","climate change adaptation","climate finance","Nationally Determined Contributions","national adaptation plan","disaster risk reduction","agroforestry","Mangrove restoration","climate justice"],"geography_discussed":["Philippines","Indonesia","Colombia","Brazil","Fiji","Rwanda"],"frame_perspective":[],"analysis_type":["policy analysis","evidence review","case study"]},{"id":"cdkn-000997","url":"https://climateinsightsdirectory.org/document/cdkn-000997","title":"IMPLIQUER LES FEMMES DANS LES TRANSITIONS JUSTES","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"report","language":"fr","date_published":"2024","source_url":"https://cdkn.org/sites/default/files/2025-01/WEB-GLOW-Report-French.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report argues that climate action and gender equality are synergistic and must be integrated to achieve a just transition. Based on 12 projects in 17 countries, it identifies four axes for empowerment: improving productivity of existing activities, helping women enter male-dominated sectors, consolidating low-carbon business plans, and providing access to new green technologies. Key findings highlight that women's traditional knowledge is often inherently low-carbon and that removing discriminatory barriers—such as limited land rights and social norms—can accelerate climate resilience and economic growth. The document provides specific recommendations for policymakers to integrate gender-sensitive budgeting and support women's leadership in sectors like regenerative agriculture, the blue economy, and ecotourism.","ai_generated":true,"unit":"cdkn-000997#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The GLOW programme identifies four primary axes to strengthen women's autonomy while promoting climate mitigation and adaptation: making current activities more productive and eco-friendly, facilitating entry into male-dominated sectors, consolidating low-carbon business plans, and providing access to innovative green technologies.","ai_generated":true,"unit":"cdkn-000997#insight-1","date_modified":"2026-10-23"},{"text":"In natural resource-based sectors, it is impractical to separate low-carbon goals from climate resilience; combining emission reductions with crisis resilience yields the best results.","ai_generated":true,"unit":"cdkn-000997#insight-2","date_modified":"2026-10-23"},{"text":"Women often possess ancestral knowledge and practices that are naturally low-carbon and ecologically sustainable, such as the production of bio-plates and baskets from non-timber forest products in Nepal.","ai_generated":true,"unit":"cdkn-000997#insight-3","date_modified":"2026-10-23"},{"text":"Gender norms act as significant barriers to climate action; for example, in coastal Kenya, social norms preventing women from swimming limit their access to sustainable blue economy jobs like integrated multi-trophic aquaculture.","ai_generated":true,"unit":"cdkn-000997#insight-4","date_modified":"2026-10-23"},{"text":"Solar-powered irrigation in Senegal and Guinea has significantly reduced the physical burden of manual irrigation for women, reducing daily workloads from 7.7 hours to 7 hours and increasing average horticultural income from $1,165 to $2,541 per year.","ai_generated":true,"unit":"cdkn-000997#insight-5","date_modified":"2026-10-23"},{"text":"In Bolivia, ecotourism is identified as a viable alternative to male-dominated, environmentally harmful mining, with the potential to become the country's primary export product within 5 to 6 years.","ai_generated":true,"unit":"cdkn-000997#insight-6","date_modified":"2026-10-23"},{"text":"Women's access to new green technologies, such as black soldier fly farming and aquaponics, reduces barriers to entry because these systems typically require less land and lower initial capital than traditional production.","ai_generated":true,"unit":"cdkn-000997#insight-7","date_modified":"2026-10-23"},{"text":"The report highlights a 'pyramid' of women's autonomy in low-carbon transitions, where most documentation focuses on women as consumers or care providers, while there is very little support for women as producers, business leaders, or policymakers.","ai_generated":true,"unit":"cdkn-000997#insight-8","date_modified":"2026-10-23"},{"text":"Digital gaps persist in rural Nepal, where fewer than 5% of women farmers use digital technologies specifically for agricultural information, despite 63% believing such tools could increase production.","ai_generated":true,"unit":"cdkn-000997#insight-9","date_modified":"2026-10-23"},{"text":"In Cameroon, an analysis of 12 national policies on land restoration found that more than half did not account for gender dimensions across the three criteria of empowerment: resource control, information access, and power.","ai_generated":true,"unit":"cdkn-000997#insight-10","date_modified":"2026-10-23"},{"text":"The report emphasizes that unpaid care work must be addressed as part of climate action, as redistributing these tasks would allow women more time for income-generating low-carbon activities.","ai_generated":true,"unit":"cdkn-000997#insight-11","date_modified":"2026-10-23"}],"climate_tags":["gender equality","just transition","energy transition","climate resilience","regenerative agriculture","agroforestry","blue economy","aquaculture","ecotourism","nature restoration","circular economy","climate finance","biodiversity"],"geography_discussed":["Bolivia","Cambodia","Cameroon","El Salvador","Guatemala","Guinea","Kenya","Malawi","Nepal","Nicaragua","Palestine","Uganda","Philippines","Rwanda","Senegal","Tanzania","Vietnam","Gaza Strip","Altiplano"],"frame_perspective":[],"analysis_type":["policy assessment","research-action report","cross-sectional analysis"]},{"id":"cdkn-000998","url":"https://climateinsightsdirectory.org/document/cdkn-000998","title":"EMPODERAR A LAS MUJERES EN TRANSICIONES JUSTAS","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"report","language":"es","date_published":"2024","source_url":"https://cdkn.org/sites/default/files/2025-01/WEB-GLOW-Report-Spanish.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The GLOW program demonstrates that gender equality and climate action are synergistic, arguing that women's leadership and participation are essential for the effectiveness and sustainability of low-carbon transitions. Through projects in the Global South, the report identifies four pathways for empowerment: improving the productivity of existing women's economic activities via climate-smart methods, integrating women into traditionally male-dominated value chains, consolidating low-carbon business models, and creating entirely new green jobs using emerging technologies. Key findings highlight that women often possess traditional knowledge that is inherently low-carbon and that emerging technologies, such as solar irrigation and circular bioeconomy tools (e.g., black soldier fly farming), can reduce servile labor and lower barriers to entry for women. The report recommends integrating gender-transformative policies into National Determined Contributions (NDCs), increasing women's access to productive assets and digital markets, and addressing the disproportionate burden of unpaid care work as a core component of climate action.","ai_generated":true,"unit":"cdkn-000998#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The GLOW program identified four primary pathways to empower women while advancing climate mitigation and adaptation: making existing activities more climate-smart, integrating women into male-dominated sectors, consolidating low-carbon business models, and providing access to entirely new green jobs.","ai_generated":true,"unit":"cdkn-000998#insight-1","date_modified":"2026-10-23"},{"text":"Climate action and gender equality are synergistic; pursuing them jointly achieves more than focusing on either in isolation, as gender inequality exacerbates climate vulnerability and limits access to resilience solutions.","ai_generated":true,"unit":"cdkn-000998#insight-2","date_modified":"2026-10-23"},{"text":"Women often act as guardians of traditional knowledge and practices that are inherently low-carbon and ecologically sustainable, such as the use of non-timber forest products in Nepal or climate-respectful maize cultivation in the Philippines.","ai_generated":true,"unit":"cdkn-000998#insight-3","date_modified":"2026-10-23"},{"text":"Emerging low-carbon technologies can reduce the physical burden of servile labor for women; for example, solar-powered irrigation in Senegal and Guinea significantly reduced manual watering time and increased horticultural incomes.","ai_generated":true,"unit":"cdkn-000998#insight-4","date_modified":"2026-10-23"},{"text":"Circular bioeconomy technologies, such as black soldier fly farming and aquaponics, offer lower barriers to entry for women because they often require less land and lower initial capital than conventional production systems.","ai_generated":true,"unit":"cdkn-000998#insight-5","date_modified":"2026-10-23"},{"text":"Women's full participation in the design and implementation of climate initiatives materially improves their effectiveness; for instance, Integrated Multi-Trophic Aquaculture (IMTA) in Kenya functions better when women are involved in all aspects of the business.","ai_generated":true,"unit":"cdkn-000998#insight-6","date_modified":"2026-10-23"},{"text":"Gender-blind climate policies often fail in practice; in Cameroon, an analysis of 12 land restoration policies found that only two were gender-transformative, with most failing to address women's access to resources and power.","ai_generated":true,"unit":"cdkn-000998#insight-7","date_modified":"2026-10-23"},{"text":"Digital gaps—including unequal access to infrastructure and a lack of gender-adapted applications—hinder women's access to climate-smart agricultural data and markets, as seen in rural Nepal where less than 5% of women use digital technology for agricultural information.","ai_generated":true,"unit":"cdkn-000998#insight-8","date_modified":"2026-10-23"},{"text":"Unpaid care work and time poverty are critical barriers to women's participation in green transitions; rebalancing these responsibilities is necessary to free time for income-generating low-carbon activities.","ai_generated":true,"unit":"cdkn-000998#insight-9","date_modified":"2026-10-23"},{"text":"Collective action, such as women's unions in Guinea or savings and loan associations in Nepal, is an effective strategy for women to secure productive assets like land and credit that are otherwise inaccessible.","ai_generated":true,"unit":"cdkn-000998#insight-10","date_modified":"2026-10-23"}],"climate_tags":["energy transition","gender equality","climate finance","Climate-smart agriculture","regenerative agriculture","blue economy","ecotourism","nature restoration","agroforestry","just transition","Nationally Determined Contributions","climate change adaptation","climate change mitigation","biodiversity"],"geography_discussed":["Bolivia","Cambodia","Cameroon","El Salvador","Philippines","Guatemala","Guinea","Kenya","Nepal","Nicaragua","Rwanda","Senegal","Tanzania","Uganda","Vietnam","Gaza Strip"],"frame_perspective":[],"analysis_type":["synthesis report","action-research","policy analysis"]},{"id":"cdkn-000999","url":"https://climateinsightsdirectory.org/document/cdkn-000999","title":"EMPOWERING WOMEN IN JUST TRANSITIONS","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"report","language":"en","date_published":"2024","source_url":"https://cdkn.org/sites/default/files/2024-12/WEB-SSN-GLOW-Report-English.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The GLOW programme identifies four primary routes for simultaneous women's empowerment and climate action: improving existing activities, enabling entry into male-dominated sectors, consolidating low-carbon business models, and accessing new green technologies. Key findings emphasize that climate action must be rights-based and locally appropriate, as social norms significantly shape women's ability to adopt new practices. The report argues that women's leadership in decision-making and access to productive assets are essential for the effectiveness and sustainability of just transitions. It recommends integrating gender-responsive budgeting, strengthening the gender capacity of local government personnel, and promoting technologies that reduce the drudgery of unpaid care work.","ai_generated":true,"unit":"cdkn-000999#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The GLOW programme identified four main routes to combine women's economic empowerment with climate mitigation and adaptation: making existing activities more productive and climate-smart; helping women enter traditionally male-dominated activities; supporting the consolidation of existing low-carbon business models; and enabling access to entirely new low-carbon jobs, such as those in the biocircular economy.","ai_generated":true,"unit":"cdkn-000999#insight-1","date_modified":"2026-10-23"},{"text":"Climate action must be rights-based and tailored to local contexts because social norms—including age, marital status, ethnicity, and caste—dictate women's mobility and their ability to access information, skills, and new jobs.","ai_generated":true,"unit":"cdkn-000999#insight-2","date_modified":"2026-10-23"},{"text":"Women's active involvement in the design and decision-making of climate initiatives is a pragmatic necessity for success, as they provide unique perspectives on production, logistics, and marketing that improve the overall effectiveness and sustainability of these projects.","ai_generated":true,"unit":"cdkn-000999#insight-3","date_modified":"2026-10-23"},{"text":"Emergent low-carbon technologies, such as aquaponics, hydroponics, and black soldier fly farming, can lower barriers to entry for women because they often require smaller land footprints and lower upfront capital than conventional production systems.","ai_generated":true,"unit":"cdkn-000999#insight-4","date_modified":"2026-10-23"},{"text":"There is a significant gap between national gender equality laws and their local implementation; for example, in Nepal, progressive constitutional provisions are often not translated into practice due to gaps in regulatory instruments, budgeting, and institutional mechanisms.","ai_generated":true,"unit":"cdkn-000999#insight-5","date_modified":"2026-10-23"},{"text":"Collective action through women's unions and associations is an effective strategy for securing productive assets and market access, as demonstrated in Guinea where a union of women market gardeners acquired land and accessed solar irrigation equipment.","ai_generated":true,"unit":"cdkn-000999#insight-6","date_modified":"2026-10-23"},{"text":"The report highlights the importance of addressing unpaid care work as part of climate action, suggesting that low-carbon technologies like solar-powered irrigation can reduce the physical drudgery of women's work and free up time for other income-generating activities.","ai_generated":true,"unit":"cdkn-000999#insight-7","date_modified":"2026-10-23"},{"text":"Climate finance remains largely gender-blind; a stocktaking report cited in the document found that 78% of climate transactions are 'not even gender aware', with only 5% being 'intentionally gender-focused'.","ai_generated":true,"unit":"cdkn-000999#insight-8","date_modified":"2026-10-23"}],"climate_tags":["just transition","energy transition","climate change adaptation","climate change mitigation","regenerative agriculture","agroforestry","blue economy","aquaculture","ecotourism","climate finance","nature restoration"],"geography_discussed":["Bolivia","Cambodia","Cameroon","El Salvador","Guatemala","Guinea","Kenya","Malawi","Nepal","Nicaragua","Philippines","Rwanda","Senegal","Tanzania","Uganda","Vietnam","Gaza Strip"],"frame_perspective":[],"analysis_type":["action research","policy analysis","case study"]}]}