{"query_echo":{"q":"","filters":{"analysis_type":["gender assessment"]},"warnings":[]},"total":{"value":84,"relation":"eq"},"page":2,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=gender+assessment&page=2","next":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=gender+assessment&page=3","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":"gclifun-005283","url":"https://climateinsightsdirectory.org/document/gclifun-005283","title":"Adapting tuna-dependent Pacific Island communities and economies to climate change","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2025-02-20","source_url":"https://www.greenclimate.fund/sites/default/files/document/fp259-genderassessment.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The report assesses gender dynamics in the Pacific fisheries sector, noting that while fishing is viewed as a male domain, women play critical but often invisible roles in post-harvest processing and marketing. It identifies risks such as the potential for FAD investments to overlook women's needs and the high prevalence of gender-based violence in the region. The document proposes regional objectives to increase recognition of women's roles, improve working conditions for fish sellers, and provide training in tuna processing. It includes detailed gender profiles for participating nations, highlighting specific bottlenecks like limited women's representation in decision-making and the impact of climate change on coastal resources.","ai_generated":true,"unit":"gclifun-005283#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The fisheries sector is predominantly viewed as a male domain, which often renders women's significant contributions to food security and natural resource protection invisible, particularly in support and post-harvest roles.","ai_generated":true,"unit":"gclifun-005283#insight-1","date_modified":"2026-10-23"},{"text":"Fish Aggregating Devices (FADs) may not equitably distribute benefits because they are primarily used by those with boat access, who are mostly men, potentially overlooking the needs of women who dominate shore-based activities.","ai_generated":true,"unit":"gclifun-005283#insight-2","date_modified":"2026-10-23"},{"text":"Women in the Pacific fisheries sector often face poor working conditions, including selling fish in unhygienic roadside locations exposed to dust and fumes, and they lack access to productive assets, credit, and insurance.","ai_generated":true,"unit":"gclifun-005283#insight-3","date_modified":"2026-10-23"},{"text":"Gender-based violence (GBV) is extremely prevalent in Pacific Island Countries, with up to 68% of women reporting physical or sexual violence by a partner, creating a risk that project activities could exacerbate existing vulnerabilities.","ai_generated":true,"unit":"gclifun-005283#insight-4","date_modified":"2026-10-23"},{"text":"Climate change is causing coral bleaching and resource depletion, forcing fishers to travel further offshore, which increases costs and safety risks and disrupts traditional fishing knowledge.","ai_generated":true,"unit":"gclifun-005283#insight-5","date_modified":"2026-10-23"},{"text":"The programme identifies five regional gender equality objectives: recognizing roles of both genders through training and equal pay, measuring empowerment, improving conditions for fish sellers (e.g., cold storage, shade), providing processing equipment and training, and increasing affordable FAD fish supply for urban communities.","ai_generated":true,"unit":"gclifun-005283#insight-6","date_modified":"2026-10-23"}],"climate_tags":["gender equality","food security","climate change"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["gender assessment","risk assessment","policy review"]},{"id":"gclifun-006169","url":"https://climateinsightsdirectory.org/document/gclifun-006169","title":"Strengthening the resilience of vulnerable communities within high climatic and disaster risk areas in Togo","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2025-02-20","source_url":"https://www.greenclimate.fund/sites/default/files/document/sap048-genderassessment.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The report analyzes gender inequalities in Togo, specifically how climate change and natural disasters disproportionately affect women and girls. It outlines a gender mainstreaming strategy for a resilience project, including specific activities to address gender-specific vulnerabilities, promote women's economic empowerment, and mitigate risks of sexual exploitation, abuse, and harassment (SEAH). The project is categorized as having a high value for its contribution to gender equality.","ai_generated":true,"unit":"gclifun-006169#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Togo exhibits significant gender inequalities in socio-economic life and governance, where cultural heritage often reserves domestic tasks for women and girls while certain professions are reserved for men.","ai_generated":true,"unit":"gclifun-006169#insight-1","date_modified":"2026-10-23"},{"text":"Women and girls in Togo are disproportionately affected by climate change, with women, youth, and vulnerable groups representing 70% of victims of harmful climate effects.","ai_generated":true,"unit":"gclifun-006169#insight-2","date_modified":"2026-10-23"},{"text":"Climate-related vulnerabilities for women are exacerbated by limited access to land, financial services, and climate-resilient seeds, as well as barriers to formal climate information and digital tools.","ai_generated":true,"unit":"gclifun-006169#insight-3","date_modified":"2026-10-23"},{"text":"The project identifies specific SEAH (Sexual Exploitation, Abuse, and Harassment) risks associated with community engagement, infrastructure installation, and data collection, particularly for women and girls in remote project sites.","ai_generated":true,"unit":"gclifun-006169#insight-4","date_modified":"2026-10-23"},{"text":"To mitigate SEAH risks, the project will implement a survivor-centered grievance response mechanism, mandatory codes of conduct for staff and contractors, and the hiring of a Gender Specialist to monitor prevention measures.","ai_generated":true,"unit":"gclifun-006169#insight-5","date_modified":"2026-10-23"},{"text":"The project's gender mainstreaming strategy includes integrating gender-disaggregated data into risk assessments and ensuring women's participation in early warning and communication systems.","ai_generated":true,"unit":"gclifun-006169#insight-6","date_modified":"2026-10-23"},{"text":"Based on the BOAD Gender Project Classification Manual, the project is classified as category 3, indicating it has a high value in terms of contribution to gender equality.","ai_generated":true,"unit":"gclifun-006169#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","disaster risk reduction","gender equality","early warning system","climate resilience","vulnerability assessment"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["gender assessment","risk assessment","policy analysis"]},{"id":"gclifun-005288","url":"https://climateinsightsdirectory.org/document/gclifun-005288","title":"Gender Assessment for the Mirova Sustainable Land Fund 2","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2025-01-24","source_url":"https://www.greenclimate.fund/sites/default/files/document/fp263-genderassessment2.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report provides a gender assessment for the Mirova Sustainable Land Fund 2 (MSLF2), identifying how land degradation and deforestation disproportionately affect women due to systemic gaps in land rights and resource access. It outlines a programmatic approach to integrate gender lens investing, aligning with the 2X Challenge criteria and GCF Gender Policy. The fund sets specific targets, including that 35% of jobs created will go to women and 44% of total beneficiaries will be women. The document also provides detailed gender profiles for Ghana, Costa Rica, Peru, the Philippines, and Malaysia, highlighting country-specific labour force participation and legal frameworks.","ai_generated":true,"unit":"gclifun-005288#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Land degradation and deforestation disproportionately impact women, who are reported to be twice as affected by these issues as men. This is linked to gender biases in land rights, access to resources, and decision-making processes.","ai_generated":true,"unit":"gclifun-005288#insight-1","date_modified":"2026-10-23"},{"text":"Women face significant global barriers in agriculture; while they make up 43% of the global agricultural labour force (rising to 60% in least-developed countries), they represent only 15% of landholders globally and 30% of cooperative memberships.","ai_generated":true,"unit":"gclifun-005288#insight-2","date_modified":"2026-10-23"},{"text":"The MSLF2 aims for 50% of its portfolio to align with the 2X Challenge criteria by the end of the fund's life. It specifically targets that 35% of jobs created under the fund will go to women and 44% of total beneficiaries will be women.","ai_generated":true,"unit":"gclifun-005288#insight-3","date_modified":"2026-10-23"},{"text":"Mirova will implement a gender lens across the investment cycle, including pre-screening, due diligence, and contracting. Every investment must include a Gender Action Plan (GAP) as part of the contractual Environmental and Social Action Plan (ESAP).","ai_generated":true,"unit":"gclifun-005288#insight-4","date_modified":"2026-10-23"},{"text":"The fund will provide gender-related technical assistance (TA) to investees. All portfolio companies will receive awareness-raising webinars, while approximately 40% of the portfolio is expected to receive hands-on support for GAP implementation.","ai_generated":true,"unit":"gclifun-005288#insight-5","date_modified":"2026-10-23"},{"text":"In Ghana, women's labour force participation is 67%, and they are highly entrepreneurial, with 37.2% of business owners being women. However, they face land access barriers, with women holding only 38% of total agricultural land.","ai_generated":true,"unit":"gclifun-005288#insight-6","date_modified":"2026-10-23"},{"text":"Costa Rica has high gender equality in HDI achievements and has doubled its tropical rainforests since the 1980s. Despite this, a gender pay gap persists where men earn approximately 1.4 times more than women.","ai_generated":true,"unit":"gclifun-005288#insight-7","date_modified":"2026-10-23"},{"text":"Peru exhibits high rates of violence against women, with 6 or 7 out of 10 women suffering violence at some point in their lives. While women's labour force participation is 70%, they earn 27.5% less than men.","ai_generated":true,"unit":"gclifun-005288#insight-8","date_modified":"2026-10-23"},{"text":"In the Philippines, women's labour force participation is relatively low at 48%. Only 10% of all landowners are women, which contributes to economic vulnerability and limited decision-making power in agriculture.","ai_generated":true,"unit":"gclifun-005288#insight-9","date_modified":"2026-10-23"},{"text":"Malaysia's women's labour force participation is 56%. While women are prominent in the agro-based industry (73% of entrepreneurs), they face challenges in accessing productive resources and experience a significant gender pay gap.","ai_generated":true,"unit":"gclifun-005288#insight-10","date_modified":"2026-10-23"}],"climate_tags":["land degradation","deforestation","sustainable agriculture","agroforestry","regenerative agriculture","reforestation","climate finance","gender equality","land tenure","Reducing emissions from deforestation and forest degradation","biodiversity protection"],"geography_discussed":["Morocco","Ivory Coast"],"frame_perspective":[],"analysis_type":["gender assessment","policy analysis","country profile"]},{"id":"gclifun-005266","url":"https://climateinsightsdirectory.org/document/gclifun-005266","title":"Climate-resilient community access to safe water powered by renewable energy in drought-vulnerable regions of Ethiopia","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2024-10-24","source_url":"https://www.greenclimate.fund/sites/default/files/document/fp243-gender-assessment.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report assesses gender-based disparities in Ethiopia, specifically focusing on how climate change disproportionately affects women and female-headed households in the Amhara and Oromia regions. It highlights systemic inequalities in land ownership, education, and decision-making, and recommends gender-responsive strategies for water and irrigation projects to ensure equitable access and empowerment.","ai_generated":true,"unit":"gclifun-005266#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Women in rural Ethiopia bear the primary responsibility for household water supply, cooking energy, and food security, making them highly vulnerable to drought, deforestation, and uncertain rainfall.","ai_generated":true,"unit":"gclifun-005266#insight-1","date_modified":"2026-10-23"},{"text":"Female-headed households in Ethiopia are more vulnerable to climate variability than male-headed households, with a reported income decline of 12.4% compared to 5.7% for male-headed households under similar climate shocks.","ai_generated":true,"unit":"gclifun-005266#insight-2","date_modified":"2026-10-23"},{"text":"Significant gender gaps exist in agricultural productivity and resource access; female farmers produce 23% less per hectare than male farmers and have less access to land, credit, and extension services.","ai_generated":true,"unit":"gclifun-005266#insight-3","date_modified":"2026-10-23"},{"text":"Water collection is a gendered burden that limits women's and girls' opportunities for education and economic activity, with some women in drought-prone areas walking up to 15 kilometers for potable water.","ai_generated":true,"unit":"gclifun-005266#insight-4","date_modified":"2026-10-23"},{"text":"In the Raya-Kobo Girana Valley, women face severe disparities in irrigation access: only 22% of households that have used irrigation are female-headed, and only 20% of female heads have access to irrigation extension services compared to 80% of males.","ai_generated":true,"unit":"gclifun-005266#insight-5","date_modified":"2026-10-23"},{"text":"Ethiopia's national climate strategies, including the Climate Resilient Green Economy (CRGE) Strategy and the Climate-Resilient Strategy for Transport, are described as being largely gender-blind or failing to explicitly address the gender dimension of climate change.","ai_generated":true,"unit":"gclifun-005266#insight-6","date_modified":"2026-10-23"},{"text":"The report identifies risks of Sexual Exploitation, Abuse and Harassment (SEAH) during project delivery and recommends a Grievance Redress Mechanism and dedicated safeguarding teams to mitigate these risks.","ai_generated":true,"unit":"gclifun-005266#insight-7","date_modified":"2026-10-23"},{"text":"To ensure equitable project outcomes, the report recommends that water user groups maintain at least 33% women on executive committees and that at least 50% of female-headed households in Borana access rehabilitated wells.","ai_generated":true,"unit":"gclifun-005266#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","drought","water scarcity","renewable energy","gender equality","smallholder","agricultural irrigation","climate finance","food security"],"geography_discussed":["Amhara Region","Oromia Region","Raya-Kobo Girana Valley","Borana Zone"],"frame_perspective":[],"analysis_type":["gender assessment","policy review","socioeconomic analysis"]},{"id":"gclifun-005269","url":"https://climateinsightsdirectory.org/document/gclifun-005269","title":"LOCAL CLIMATE ADAPTIVE LIVING FACILITY Plus (LoCAL+) – West Africa (Burkina Faso, Ivory Coast, Mali and Niger)","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2024-10-24","source_url":"https://www.greenclimate.fund/sites/default/files/document/fp247-gender-assessment.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report assesses gender dynamics and climate vulnerabilities in Burkina Faso, Ivory Coast, Mali, and Niger. It identifies a consistent gap between national gender policies and real-world implementation, noting that women are often framed as victims rather than active agents of adaptation. Key challenges include limited access to land, finance, and education, alongside high rates of gender-based violence. The document recommends institutionalizing local gender assessments, ensuring women's representation in project design, and using gender-disaggregated data to guide the LoCAL+ programme's investments in climate resilience.","ai_generated":true,"unit":"gclifun-005269#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Across the four targeted countries, there is a significant disparity between official political will to mainstream gender and the actual implementation of these policies in climate adaptation and resilience programmes.","ai_generated":true,"unit":"gclifun-005269#insight-1","date_modified":"2026-10-23"},{"text":"Climate change policies in the region frequently frame women primarily through the lens of vulnerability and as a homogeneous group, rather than recognizing their potential as active promoters of adaptation.","ai_generated":true,"unit":"gclifun-005269#insight-2","date_modified":"2026-10-23"},{"text":"Women in the region face systemic barriers to accessing productive resources, particularly land and finance, which limits their adaptive capacity.","ai_generated":true,"unit":"gclifun-005269#insight-3","date_modified":"2026-10-23"},{"text":"Gender-based violence (GBV) and harmful traditional practices, such as female genital mutilation (FGM) and early marriage, remain prevalent and are often exacerbated by climate-induced instability.","ai_generated":true,"unit":"gclifun-005269#insight-4","date_modified":"2026-10-23"},{"text":"Women's participation in local government and climate-related decision-making processes remains low, often characterized by silence or exclusion in consultation frameworks.","ai_generated":true,"unit":"gclifun-005269#insight-5","date_modified":"2026-10-23"},{"text":"Climate change is expected to increase the domestic workload for women, as they are primarily responsible for collecting water and fuelwood, tasks that become more difficult as resources deplete.","ai_generated":true,"unit":"gclifun-005269#insight-6","date_modified":"2026-10-23"},{"text":"The LoCAL+ programme intends to address these inequalities by implementing specific tools, including a climate risk assessment methodology and the Women Economic Empowerment Index (WEEI), to track and ensure the distribution of adaptation benefits.","ai_generated":true,"unit":"gclifun-005269#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","gender mainstreaming","climate resilience","land tenure","climate finance","social inclusion","food security","water management"],"geography_discussed":["Kayes Region","Ségou Region"],"frame_perspective":[],"analysis_type":["gender assessment","policy review","vulnerability analysis"]},{"id":"gclifun-005287","url":"https://climateinsightsdirectory.org/document/gclifun-005287","title":"Green Climate Finance Facility for fostering Climate-Smart Agriculture in Senegal","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2024-10","source_url":"https://www.greenclimate.fund/sites/default/files/document/fp262-genderassessment.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes gender disparities in Senegal's agricultural sector, where women contribute approximately 80% of food production but face severe constraints in land ownership, financial access, and decision-making. It evaluates national and international legal frameworks, the impact of climate change and COVID-19 on rural women, and the role of La Banque Agricole (LBA) in providing gender-sensitive credit. The document proposes a strategic approach for the Green Climate Finance Facility, including dedicated funding, technical training for women, and the use of Sharia-compliant financing to overcome socio-cultural barriers to climate-smart agriculture.","ai_generated":true,"unit":"gclifun-005287#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Women are central to Senegal's food security, contributing to approximately 80% of the country's food production, yet they face significant disparities in resource control; men control 93.6% of cultivated areas, while women's plots rarely exceed 0.4 hectare.","ai_generated":true,"unit":"gclifun-005287#insight-1","date_modified":"2026-10-23"},{"text":"Women in agriculture face severe constraints in accessing essential inputs; they use about four times less fertilizer and six times less selected seed than men, and 67% of their plots are not equipped with agricultural materials.","ai_generated":true,"unit":"gclifun-005287#insight-2","date_modified":"2026-10-23"},{"text":"Despite the 2010 Gender Parity Law increasing women's representation in the national parliament to 43% by 2022, local governance remains heavily male-dominated, with only 15 out of 559 local authorities (2.68%) headed by women.","ai_generated":true,"unit":"gclifun-005287#insight-3","date_modified":"2026-10-23"},{"text":"La Banque Agricole (LBA) has outperformed regional averages in gender-inclusive lending, allocating 35% of its agricultural loans to women-led enterprises compared to a regional average of 22%.","ai_generated":true,"unit":"gclifun-005287#insight-4","date_modified":"2026-10-23"},{"text":"Gender-based violence (GBV) is prevalent in Senegal, with 65% of cases occurring in the conjugal space and sexual violence estimated to be more than 58% of GBV cases.","ai_generated":true,"unit":"gclifun-005287#insight-5","date_modified":"2026-10-23"},{"text":"Educational disparities persist beyond primary school; while primary enrollment is nearly equal, the average female completion rate for secondary education was only 13% in 2012, compared to 21% for boys.","ai_generated":true,"unit":"gclifun-005287#insight-6","date_modified":"2026-10-23"},{"text":"Climate change and the COVID-19 pandemic have disproportionately affected rural women, with the pandemic causing higher income loss for employed women and increasing unpaid care work.","ai_generated":true,"unit":"gclifun-005287#insight-7","date_modified":"2026-10-23"},{"text":"The Green Climate Finance Facility intends to address socio-cultural and religious barriers by incorporating Sharia-compliant financing options to accommodate the predominantly Muslim population's views on interest (riba).","ai_generated":true,"unit":"gclifun-005287#insight-8","date_modified":"2026-10-23"},{"text":"Women with disabilities in Senegal face 'double discrimination' based on gender and disability, often being excluded from gender-focused programs and facing heightened vulnerability to poverty.","ai_generated":true,"unit":"gclifun-005287#insight-9","date_modified":"2026-10-23"}],"climate_tags":["Climate-smart agriculture","climate change adaptation","climate finance","gender equality","land tenure","food security","Sustainable land management"],"geography_discussed":["Casamance","Senegal River Valley","Niayes","Dakar","Diourbel Region","Kedougou Region","Kaffrine","Matam","Sédhiou","Tambacounda Region","Kolda"],"frame_perspective":[],"analysis_type":["gender assessment","policy analysis","socio-economic analysis"]},{"id":"gclifun-005285","url":"https://climateinsightsdirectory.org/document/gclifun-005285","title":"Annex 8. Gender Assessment","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2024-08","source_url":"https://www.greenclimate.fund/sites/default/files/document/fp261-genderassessment.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report assesses gender inequalities and diversity challenges in the Amazon Basin, highlighting disparities in land tenure, political representation, and access to water and sanitation. It emphasizes the critical role of indigenous women in biodiversity conservation and the disproportionate impact of climate change on vulnerable populations.","ai_generated":true,"unit":"gclifun-005285#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Women in the Amazon region are essential to territorial management and environmental conservation, particularly among indigenous, peasant, and Afro-descendant groups, as they often oversee home and family care which includes the environment.","ai_generated":true,"unit":"gclifun-005285#insight-1","date_modified":"2026-10-23"},{"text":"Significant gender gaps exist in economic participation and political empowerment across the studied countries, although parity has largely been achieved in educational attainment and health indicators.","ai_generated":true,"unit":"gclifun-005285#insight-2","date_modified":"2026-10-23"},{"text":"Women's labor force participation is notably low in the water and sanitation sector, averaging 13.24% across the eight studied countries, which is below the global average of 18%.","ai_generated":true,"unit":"gclifun-005285#insight-3","date_modified":"2026-10-23"},{"text":"Land tenure in the Amazon is distributed unequally, with men typically holding ownership and administration; for example, in the Ecuadorian Amazon, only 11.85% of women own their own land compared to 88.2% of men.","ai_generated":true,"unit":"gclifun-005285#insight-4","date_modified":"2026-10-23"},{"text":"Gender-based violence is prevalent in the region, with Bolivia reporting the highest lifetime prevalence of intimate partner violence at 64.10%.","ai_generated":true,"unit":"gclifun-005285#insight-5","date_modified":"2026-10-23"},{"text":"Access to drinking water and sanitation is severely limited in the Amazon, with less than 40% of the population having access to drinking water, and indigenous populations facing the lowest levels of access.","ai_generated":true,"unit":"gclifun-005285#insight-6","date_modified":"2026-10-23"},{"text":"Climate change disproportionately affects women and indigenous communities in the Amazon, increasing food insecurity, health risks, and the likelihood of displacement and exploitation.","ai_generated":true,"unit":"gclifun-005285#insight-7","date_modified":"2026-10-23"},{"text":"Women's representation in water management is skewed toward administrative roles rather than decision-making; in Peru, women hold 28.6% of water board positions but only 7% of decision-making roles.","ai_generated":true,"unit":"gclifun-005285#insight-8","date_modified":"2026-10-23"}],"climate_tags":["gender equality","water security","climate resilience","indigenous people","biodiversity conservation","land tenure","climate change adaptation","biobased economy"],"geography_discussed":["Guyana","Manaus","Belém","Iquitos","Leticia","Tabatinga","Puerto Maldonado"],"frame_perspective":[],"analysis_type":["gender assessment","socio-economic analysis","policy review"]},{"id":"gclifun-005264","url":"https://climateinsightsdirectory.org/document/gclifun-005264","title":"Collaborative R&DB Programme for Promoting the Innovation of Climate Technopreneurship","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2024-06-18","source_url":"https://www.greenclimate.fund/sites/default/files/document/fp240-gender-action-plan-cover.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Gender Action Plan (GAP) for the Collaborative R&DB Programme aims to integrate gender mainstreaming into climate technopreneurship across five ASEAN countries. It defines specific criteria for 'women-owned SMEs' and 'women-led JVs', requiring that at least 50% of invested joint ventures (JVs) meet these priority conditions or implement a gender mainstreaming commitment plan. The plan provides sector-specific guidelines for renewable energy, agriculture, water, waste management, and early warning systems, focusing on reducing barriers to entry, improving occupational health and safety for women, and ensuring inclusive communication and leadership roles for women in climate adaptation and mitigation projects.","ai_generated":true,"unit":"gclifun-005264#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The programme defines 'women-owned SMEs' based on three possible conditions: at least 26% of total capital owned by women, at least one woman on the Board of Directors or internal committees (such as CEO, COO, CTO), or a female workforce exceeding 30%.","ai_generated":true,"unit":"gclifun-005264#insight-1","date_modified":"2026-10-23"},{"text":"A primary target for the Climate Technopreneurship Fund (CTF) is that at least 50% of invested joint ventures (JVs) must be 'women-led' or have a gender mainstreaming commitment plan. 'Women-led' is defined as having at least 51% female capital ownership, or 26% female ownership with a woman on the board, or a female workforce over 50%.","ai_generated":true,"unit":"gclifun-005264#insight-2","date_modified":"2026-10-23"},{"text":"In the solar PV sector, women are disproportionately represented in administrative roles (58%) compared to STEM technical roles (32%), and face barriers including gender role perception, limited mobility, and a 'glass ceiling'.","ai_generated":true,"unit":"gclifun-005264#insight-3","date_modified":"2026-10-23"},{"text":"The programme identifies agriculture as a high-priority sector for women's participation, noting that women predominantly occupy the sector in Cambodia (about 80%) and Indonesia (70-80%), though they often face disadvantages in land ownership and access to credit.","ai_generated":true,"unit":"gclifun-005264#insight-4","date_modified":"2026-10-23"},{"text":"In the water sector, the plan highlights 'time poverty' for women and girls who spend substantial time collecting water, and notes an increased risk of Gender-Based Violence (GBV) at water points.","ai_generated":true,"unit":"gclifun-005264#insight-5","date_modified":"2026-10-23"},{"text":"The waste management sector is characterized by a gendered division of labor where women dominate the informal, lower-tier roles (such as waste picking) and are often excluded from formalized systems and higher-paying roles.","ai_generated":true,"unit":"gclifun-005264#insight-6","date_modified":"2026-10-23"},{"text":"For Early Warning Systems (EWS), the plan emphasizes the need for non-digital communication modalities to reach women who may have lower digital literacy and to ensure warnings are accessible to marginalized populations.","ai_generated":true,"unit":"gclifun-005264#insight-7","date_modified":"2026-10-23"},{"text":"The programme recommends gender-specific occupational health and safety (EHS) plans for solar PV installation, noting that women may have different ergonomic needs and higher sensitivity to certain toxic materials.","ai_generated":true,"unit":"gclifun-005264#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change mitigation","gender mainstreaming","photovoltaics","Climate-smart agriculture","water management","waste management","early warning system","climate change adaptation"],"geography_discussed":["Guinea","United States"],"frame_perspective":[],"analysis_type":["policy framework","gender assessment"]},{"id":"gclifun-005251","url":"https://climateinsightsdirectory.org/document/gclifun-005251","title":"Gender Assessment E-Mobility Program","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2024-03-07","source_url":"https://www.greenclimate.fund/sites/default/files/document/fp225-g-assessment.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes gender disparities in seven Asian countries, focusing on national policies, economic opportunities, human development, and the transport sector. It identifies systemic barriers such as lower labor force participation, wage gaps, and limited access to private vehicle ownership for women. A critical finding is the prevalence of sexual harassment in public transport, particularly in Georgia and Indonesia. The document argues that the transition to e-mobility offers an opportunity to challenge sex-segregated occupations and improve women's access to jobs and loans. It recommends integrating gender strategies into investment projects to enhance safety and promote women's entrepreneurship in the e-transport market.","ai_generated":true,"unit":"gclifun-005251#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Women in the assessed countries generally have lower labor force participation and earn significantly less than men. In Armenia, women's annual income is USD 6,100 compared to USD 11,700 for men, while in Indonesia, females earn an average of USD 7,800 compared to USD 15,400 for males.","ai_generated":true,"unit":"gclifun-005251#insight-1","date_modified":"2026-10-23"},{"text":"Public transportation is a high-risk environment for sexual harassment. In Tbilisi, Georgia, a 2014 survey found that 45% of women reported inappropriate behavior on the metro, with an estimated 3,800 sexual harassment incidents per day. In Indonesia, women are reported to be 13 times more vulnerable to sexual harassment on public transport than men.","ai_generated":true,"unit":"gclifun-005251#insight-2","date_modified":"2026-10-23"},{"text":"Women's mobility is severely constrained by limited access to private vehicle ownership and poor rural infrastructure. In rural Armenia, over 95% of car owners are male. In Kazakhstan, only 69.3% of rural towns and villages have regular transport connections, leaving rural women dependent on poor-quality public services.","ai_generated":true,"unit":"gclifun-005251#insight-3","date_modified":"2026-10-23"},{"text":"The transport sector remains heavily sex-segregated, with women underrepresented in technical and high-paying roles. In the Kyrgyz Republic, men account for 89.3% of employees in the transport and communication sector. In Uzbekistan, women were legally banned from transportation jobs until 2019.","ai_generated":true,"unit":"gclifun-005251#insight-4","date_modified":"2026-10-23"},{"text":"Gender-based violence and harmful traditional practices are widespread. In Kazakhstan, one in five women suffers from physical, sexual, or other forms of violence. In the Kyrgyz Republic, there has been a steep increase in bride kidnapping and early marriage, with 12.7% of women aged 20–49 reporting marriage before age 18.","ai_generated":true,"unit":"gclifun-005251#insight-5","date_modified":"2026-10-23"},{"text":"Women's travel patterns differ from men's, often involving 'trip chaining' where they combine multiple destinations such as schools, markets, and workplaces in a single journey, often while accompanying children or the elderly.","ai_generated":true,"unit":"gclifun-005251#insight-6","date_modified":"2026-10-23"},{"text":"While gender parity in primary and secondary education has been largely achieved in several countries, women remain underrepresented in STEM fields. In Armenia, women make up only 10% of engineering students.","ai_generated":true,"unit":"gclifun-005251#insight-7","date_modified":"2026-10-23"}],"climate_tags":["electromobility","public transport","gender equality","climate finance"],"geography_discussed":["Tbilisi","Jakarta","Almaty","Kathmandu","Bishkek"],"frame_perspective":[],"analysis_type":["gender assessment","policy analysis","socio-economic analysis"]},{"id":"gclifun-005258","url":"https://climateinsightsdirectory.org/document/gclifun-005258","title":"GENDER ASSESSMENT –KUALI FUND-GCF","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2024-03-07","source_url":"https://www.greenclimate.fund/sites/default/files/document/fp230-g-assessment.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Kuali Fund-GCF Gender Assessment analyzes gender disparities in the financial and agricultural sectors across Brazil, Colombia, El Salvador, Guatemala, Honduras, Mexico, and Panama. It identifies systemic barriers—including limited access to credit, land ownership gaps, and the burden of unpaid care work—that hinder women-led micro, small, and medium enterprises (MSMEs) and female smallholder farmers. The report argues that women are more vulnerable to climate change and face a significant financing gap, which the fund aims to address through a Gender Action Plan (GAP) involving technical assistance, gender-responsive financial products, and capacity building for financial service providers (FSPs).","ai_generated":true,"unit":"gclifun-005258#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Kuali Fund-GCF targets the transformation of the financial sector in Latin America and the Caribbean (LAC) to support MSMEs and smallholder farmers in Brazil, Colombia, El Salvador, Guatemala, Honduras, Mexico, and Panama.","ai_generated":true,"unit":"gclifun-005258#insight-1","date_modified":"2026-10-23"},{"text":"Across the target region, women entrepreneurs are frequently driven by necessity rather than opportunity, with a higher percentage of women than men citing the need to earn a living due to scarce jobs as their primary motivation.","ai_generated":true,"unit":"gclifun-005258#insight-2","date_modified":"2026-10-23"},{"text":"There is a massive financing gap for women-led businesses in Latin America, estimated at USD 5 billion for micro-businesses and USD 93 billion for SMEs.","ai_generated":true,"unit":"gclifun-005258#insight-3","date_modified":"2026-10-23"},{"text":"Women face significant barriers to financial inclusion, including physical constraints (travel and insecurity), economic barriers (lack of decision-making power), and eligibility issues such as difficulty obtaining collateral or official documentation.","ai_generated":true,"unit":"gclifun-005258#insight-4","date_modified":"2026-10-23"},{"text":"In the agricultural sector, women are often unpaid family workers and have limited statutory land rights, which restricts their ability to provide the collateral required for formal credit.","ai_generated":true,"unit":"gclifun-005258#insight-5","date_modified":"2026-10-23"},{"text":"Women are disproportionately vulnerable to climate change due to their direct dependence on natural resources and the impact of climatic shocks on their financial independence and social rights.","ai_generated":true,"unit":"gclifun-005258#insight-6","date_modified":"2026-10-23"},{"text":"In Brazil, women-owned businesses are generally smaller, less innovative, and less profitable than those owned by men, and a financing gap of $0.6 trillion is largely driven by Brazil.","ai_generated":true,"unit":"gclifun-005258#insight-7","date_modified":"2026-10-23"},{"text":"In Colombia, women displaced by armed conflict represent a significant portion of victims, with 80% of displaced persons being women and children, and 15.8% of displaced women reporting sexual violence.","ai_generated":true,"unit":"gclifun-005258#insight-8","date_modified":"2026-10-23"},{"text":"In Mexico, 80% of microfinance borrowers are women, but the dominant group lending model does not effectively support microenterprises as they grow, creating a need for individual lending models.","ai_generated":true,"unit":"gclifun-005258#insight-9","date_modified":"2026-10-23"},{"text":"The Kuali Fund-GCF will implement a Gender Action Plan (GAP) with a total budget of EUR 434,500 to address barriers through financial literacy, gender equality training, and the design of tailored financial products.","ai_generated":true,"unit":"gclifun-005258#insight-10","date_modified":"2026-10-23"}],"climate_tags":["climate finance","gender equality","smallholder","climate change adaptation","agriculture"],"geography_discussed":["Western Europe","North America","East Asia and the Pacific","sub-Saharan Africa","South Asia","Middle East and North Africa"],"frame_perspective":[],"analysis_type":["gender assessment","policy analysis","socio-economic analysis"]},{"id":"gclifun-006167","url":"https://climateinsightsdirectory.org/document/gclifun-006167","title":"Gender Assessment","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2024-03-07","source_url":"https://www.greenclimate.fund/sites/default/files/document/sap037-gender-assessment.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The report assesses the macro gender context in India, highlighting significant disparities in education, healthcare, and economic participation. It details how climate change disproportionately affects Indian women, particularly those in agriculture and resource management, and outlines a Gender Action Plan for the Avaana Climate and Sustainability Fund to integrate gender inclusivity into its investment process and portfolio companies.","ai_generated":true,"unit":"gclifun-006167#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Climate change disproportionately impacts women in India because they are the primary dependents on natural resources for food, water, and fuel; for example, women spend 46 minutes per day fetching water compared to 22 minutes for men.","ai_generated":true,"unit":"gclifun-006167#insight-1","date_modified":"2026-10-23"},{"text":"Women farmers in India are highly vulnerable to climate impacts like droughts and floods due to limited access to land, credit, technology, and agricultural extension training.","ai_generated":true,"unit":"gclifun-006167#insight-2","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","climate change mitigation","sustainable agriculture","renewable energy","climate finance","electric vehicle"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["gender assessment","baseline analysis"]},{"id":"gclifun-006164","url":"https://climateinsightsdirectory.org/document/gclifun-006164","title":"Sierra Leone Coastal Resilience Project (SLCRP)","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2024-01-29","source_url":"https://www.greenclimate.fund/sites/default/files/document/sap036-gender-assessment.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The assessment identifies systemic gender inequalities, high rates of gender-based violence, and significant barriers for people with disabilities in Sierra Leone's coastal regions. It argues that these structural disadvantages hinder effective climate adaptation and recommends mainstreaming GESI across all project activities to ensure equitable access to resources and decision-making.","ai_generated":true,"unit":"gclifun-006164#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Climate change impacts vulnerable groups in Sierra Leone differently, with women, girls, and people with disabilities bearing the brunt of natural disasters due to social norms, mobility issues, and disrupted livelihoods.","ai_generated":true,"unit":"gclifun-006164#insight-1","date_modified":"2026-10-23"},{"text":"Decision-making is heavily male-dominated at both the household and community levels, reinforced by patriarchal social norms and 'earned credentials' (such as education and civic duties) that are often inaccessible to women, youth, and people with disabilities.","ai_generated":true,"unit":"gclifun-006164#insight-2","date_modified":"2026-10-23"},{"text":"Land tenure is governed by customary and statutory laws, but customary practices predominantly favour male ownership and inheritance, leaving women and youth with precarious access to land and food security assets.","ai_generated":true,"unit":"gclifun-006164#insight-3","date_modified":"2026-10-23"},{"text":"There is a stark gender division of labour in coastal livelihoods: men typically handle fishing, logging, and sand collection, while women focus on fish processing, charcoal production, and petty trading.","ai_generated":true,"unit":"gclifun-006164#insight-4","date_modified":"2026-10-23"},{"text":"Gender-based violence (GBV) is widespread and socially accepted, with two in three women experiencing it in their lifetime; climate change is noted to exacerbate these risks by increasing poverty and household stress.","ai_generated":true,"unit":"gclifun-006164#insight-5","date_modified":"2026-10-23"},{"text":"People with disabilities face extreme marginalization, often viewed through a 'charity model' rather than as active participants, and are disproportionately affected by climate events like floods due to limited mobility.","ai_generated":true,"unit":"gclifun-006164#insight-6","date_modified":"2026-10-23"},{"text":"Poor water and sanitation infrastructure disproportionately affects women and girls, who perform 77% of water collection in rural areas and face hygienic constraints during menstruation.","ai_generated":true,"unit":"gclifun-006164#insight-7","date_modified":"2026-10-23"},{"text":"Mangrove exploitation is gendered, with men performing the logging and sand mining while women process the wood into charcoal or sell the resources, often facing health risks from open-fire cooking.","ai_generated":true,"unit":"gclifun-006164#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","coastal management","gender equality","social inclusion","land tenure","climate finance"],"geography_discussed":["Kambia District","Port Loko District","Moyamba District","Bonthe District","Pujehun District","Freetown"],"frame_perspective":[],"analysis_type":["gender assessment","social inclusion analysis","vulnerability assessment"]},{"id":"gclifun-005256","url":"https://climateinsightsdirectory.org/document/gclifun-005256","title":"Gender Assessment","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2023-11","source_url":"https://www.greenclimate.fund/sites/default/files/document/fp229-g-assessment.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The ACAP Gender Assessment identifies systemic gender inequalities in Pakistan's agricultural sector, where women provide essential but largely unpaid and unrecognized labor while facing severe barriers to land ownership, credit, and education. The report highlights that Pakistan ranks first in Asia on a climate-agriculture-gender inequality hotspot index, leaving rural women particularly vulnerable to climate disasters. To address this, ACAP intends to apply a gender lens to its investments using 2X Challenge criteria, provide technical assistance for female farmers, and require portfolio companies to implement Gender Action Plans and SEAH (sexual exploitation, abuse and harassment) protections.","ai_generated":true,"unit":"gclifun-005256#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Pakistan is ranked as the top country in Asia on a climate-agriculture-gender inequality hotspot index, which identifies areas where climate hazards, women's agricultural involvement, and gender inequalities intersect.","ai_generated":true,"unit":"gclifun-005256#insight-1","date_modified":"2026-10-23"},{"text":"Women are central to Pakistan's agrarian economy, with 65% of the female labor force employed in agriculture, yet almost all of this work is unpaid and unrecognized.","ai_generated":true,"unit":"gclifun-005256#insight-2","date_modified":"2026-10-23"},{"text":"Severe disparities exist in resource ownership and financial access; only 4% of landowners in Pakistan are women, and women-managed farms are 30% less productive than those managed by men.","ai_generated":true,"unit":"gclifun-005256#insight-3","date_modified":"2026-10-23"},{"text":"Climate disasters disproportionately affect women because they lack land ownership, which excludes them from government relief measures like crop insurance schemes.","ai_generated":true,"unit":"gclifun-005256#insight-4","date_modified":"2026-10-23"},{"text":"Women face significant barriers to formal employment and entrepreneurship, with only 1% of entrepreneurs in Pakistan being women and 68% of female borrowers requiring a male relative's permission for loans.","ai_generated":true,"unit":"gclifun-005256#insight-5","date_modified":"2026-10-23"},{"text":"Educational gaps are stark, with girls averaging 3.9 years of schooling compared to 6.4 for boys, and only 13% of girls remaining in school by ninth grade.","ai_generated":true,"unit":"gclifun-005256#insight-6","date_modified":"2026-10-23"},{"text":"ACAP will implement a gender-smart investment strategy using 2X Challenge criteria and will require portfolio companies to adopt Gender Action Plans and survivor-centered SEAH grievance mechanisms.","ai_generated":true,"unit":"gclifun-005256#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate resilience","agriculture","smallholder","gender equality","climate finance","climate change adaptation","food security"],"geography_discussed":["Balochistan","Punjab","Sindh","Khyber Pakhtunkhwa"],"frame_perspective":[],"analysis_type":["gender assessment","policy analysis","stakeholder consultation"]},{"id":"gclifun-004993","url":"https://climateinsightsdirectory.org/document/gclifun-004993","title":"Thai Rice: Strengthening Climate-Smart Rice Farming","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2023-10-25","source_url":"https://www.greenclimate.fund/sites/default/files/document/b37-fp214-gender-assessment-cover.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines gender inequalities in Thailand, specifically within rice farming, noting that while women are active in agriculture and often manage household finances, they are frequently categorized as 'unpaid family workers,' making their contributions invisible in policy. It identifies significant barriers including a gender wage gap, heavy burdens of unpaid care work, and under-representation in decision-making. The document argues that women are key drivers for adopting climate-smart technologies due to their attention to detail and cost-sensitivity, but they require targeted support to overcome structural inequalities and be recognized as entrepreneurs.","ai_generated":true,"unit":"gclifun-004993#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Women in Thailand's agricultural sector are often invisible in policy and programming because a majority (53%) are classified as unpaid family workers, which leads to a deficiency in support for their specific farming activities.","ai_generated":true,"unit":"gclifun-004993#insight-1","date_modified":"2026-10-23"},{"text":"A distinct gender division of labor exists in Thai agriculture; men typically perform physically strenuous tasks and operate machinery, while women handle management, weeding, and supplementary transplanting, often resulting in lower pay for women.","ai_generated":true,"unit":"gclifun-004993#insight-2","date_modified":"2026-10-23"},{"text":"Women are identified as effective adopters and advocates for new agricultural technologies and organic methods because they are more patient with details and sensitive to the costs of new technologies.","ai_generated":true,"unit":"gclifun-004993#insight-3","date_modified":"2026-10-23"},{"text":"Women bear a disproportionate burden of unpaid care work, including childcare and elderly care, which persists even as they take on larger roles in agricultural production.","ai_generated":true,"unit":"gclifun-004993#insight-4","date_modified":"2026-10-23"},{"text":"There is a significant gender wage gap among migrant agricultural workers; for example, in some harvesting jobs, men earn 500 baht while women earn 300 baht, justified by the different nature of their tasks (harvesting versus packaging).","ai_generated":true,"unit":"gclifun-004993#insight-5","date_modified":"2026-10-23"},{"text":"Women are severely under-represented in local political decision-making bodies, with only 1.32% of provincial governors being female.","ai_generated":true,"unit":"gclifun-004993#insight-6","date_modified":"2026-10-23"},{"text":"Thailand lacks sufficient sex-disaggregated data, which hinders the government's ability to design specific interventions for rural women and those affected by climate change.","ai_generated":true,"unit":"gclifun-004993#insight-7","date_modified":"2026-10-23"},{"text":"Women's income-generating activities, such as producing bio-fertilizers, are often viewed as extensions of household work rather than serious businesses, limiting their potential to grow as entrepreneurs.","ai_generated":true,"unit":"gclifun-004993#insight-8","date_modified":"2026-10-23"}],"climate_tags":["Climate-smart agriculture","greenhouse gas emissions","gender equality","climate finance","organic agriculture"],"geography_discussed":["Chiangrai","Roiet","Suphan Buri"],"frame_perspective":[],"analysis_type":["gender assessment"]},{"id":"gclifun-006160","url":"https://climateinsightsdirectory.org/document/gclifun-006160","title":"Gender assessment Local Climate Adaptive Living Facility - Benin","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2023-10-25","source_url":"https://www.greenclimate.fund/sites/default/files/document/sap032-gender-assessment-combined.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies deep-seated patriarchal norms in Benin that limit women's access to land, education, and financial resources, thereby increasing their vulnerability to climate change. It notes that while Benin has a strong legal framework for gender equality, climate-specific policies often lack gender integration. The LoCAL programme aims to address these gaps by mainstreaming gender in local governance and using the Women Economic Empowerment Index (WEEI) to prioritize resilient investments in four specific departments.","ai_generated":true,"unit":"gclifun-006160#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Deep-rooted patriarchal socio-cultural values and stereotypes in Benin, particularly in rural areas and the agricultural sector, hinder gender equality and limit women's participation in leadership and decision-making.","ai_generated":true,"unit":"gclifun-006160#insight-1","date_modified":"2026-10-23"},{"text":"Significant gender gaps exist in education and early life milestones; only 10% of girls aged 21-24 have completed secondary school, and one-third of women aged 20-24 were married before 18.","ai_generated":true,"unit":"gclifun-006160#insight-2","date_modified":"2026-10-23"},{"text":"Women in Benin face severe restrictions in accessing productive resources; only 13% of women own land, and only 4.6% have access to motorized or animal traction for farming.","ai_generated":true,"unit":"gclifun-006160#insight-3","date_modified":"2026-10-23"},{"text":"Financial inclusion is heavily gender-skewed, with 49% of men possessing a bank account compared to only 29% of women.","ai_generated":true,"unit":"gclifun-006160#insight-4","date_modified":"2026-10-23"},{"text":"Climate change disproportionately affects women in Benin due to their reliance on the primary sector and their roles in collecting water and fuel, which becomes more burdensome as resources deplete.","ai_generated":true,"unit":"gclifun-006160#insight-5","date_modified":"2026-10-23"},{"text":"There is a disconnect between Benin's general gender equality laws and its climate policies; for example, the Third National Communication to the UNFCCC (2019) lacked gender inclusion.","ai_generated":true,"unit":"gclifun-006160#insight-6","date_modified":"2026-10-23"},{"text":"The LoCAL programme will target 25 local governments in the Atacora, Alibori, Donga, and Mono departments to build adaptive capacity and reduce climate vulnerability.","ai_generated":true,"unit":"gclifun-006160#insight-7","date_modified":"2026-10-23"},{"text":"To ensure investments promote gender equality, the LoCAL mechanism will utilize the Women Economic Empowerment Index (WEEI) to assess the viability of public adaptation projects.","ai_generated":true,"unit":"gclifun-006160#insight-8","date_modified":"2026-10-23"},{"text":"The programme will implement a performance-based grant system (PBCRG) that uses cross-cutting indicators, including the participation of women and girls, to determine grant amounts for local authorities.","ai_generated":true,"unit":"gclifun-006160#insight-9","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","gender equality","climate resilience","Sustainable land management","local government","agriculture","food security","natural resource management"],"geography_discussed":["Atakora Department","Alibori Department","Donga Department","Mono","Borgou Department"],"frame_perspective":[],"analysis_type":["gender assessment","policy review","vulnerability analysis"]},{"id":"gclifun-005234","url":"https://climateinsightsdirectory.org/document/gclifun-005234","title":"Hardest-to-Reach Gender Assessment","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2023-07-13","source_url":"https://www.greenclimate.fund/sites/default/files/document/fp211-gender-assessment_0.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies systemic barriers to gender equality in the off-grid solar (OGS) sector across sixteen Sub-Saharan African countries, highlighting a critical lack of sex-disaggregated data and the prevalence of restrictive social norms. It finds that women generally have less access to OGS technologies and are underrepresented in technical and leadership roles within the workforce. To address these gaps, the Hardest-to-Reach (H2R) initiative proposes a strategy focused on elevating women as customers, employees, and entrepreneurs through gender-lens investing, technical assistance for portfolio companies, and dedicated training facilities.","ai_generated":true,"unit":"gclifun-005234#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The off-grid solar (OGS) sector suffers from a significant lack of sex-disaggregated data at both consumer and workforce levels, which leads to missed opportunities to meet women's needs and design transformative business strategies.","ai_generated":true,"unit":"gclifun-005234#insight-1","date_modified":"2026-10-23"},{"text":"Women generally have lower access to off-grid electricity than men, typically utilizing lower-tier technologies such as pico-solar products and lanterns; on average, OGS companies serve approximately 37% women in their customer base.","ai_generated":true,"unit":"gclifun-005234#insight-2","date_modified":"2026-10-23"},{"text":"Women represent approximately 33% of the global clean energy workforce, but they are disproportionately concentrated in corporate support roles (administration, communications, and sales) rather than high-paying STEM or technical positions.","ai_generated":true,"unit":"gclifun-005234#insight-3","date_modified":"2026-10-23"},{"text":"Restrictive gender and social norms, including discriminatory property and tenure laws, limit women's ability to access credit, mobile phones, and mobile money, which are essential for purchasing OGS products via PAYGo models.","ai_generated":true,"unit":"gclifun-005234#insight-4","date_modified":"2026-10-23"},{"text":"Indigenous populations in H2R countries, such as Pygmies in the DRC, face extreme marginalization, including lack of state recognition and vulnerability to sexual violence and land eviction.","ai_generated":true,"unit":"gclifun-005234#insight-5","date_modified":"2026-10-23"},{"text":"In the Democratic Republic of Congo, women's human development is approximately 83% of men's, and the country has one of the highest incidences of rape globally, with 51% of women experiencing lifetime physical or sexual intimate partner violence.","ai_generated":true,"unit":"gclifun-005234#insight-6","date_modified":"2026-10-23"},{"text":"Uganda shows a high rate of women's political participation with 34.9% of parliamentary seats held by women, yet women in the Distributed Renewable Energy (DRE) sector are concentrated in unskilled work, making up 35% of unskilled mini-grid workers.","ai_generated":true,"unit":"gclifun-005234#insight-7","date_modified":"2026-10-23"},{"text":"Benin has one of the world's highest percentages of women graduating from Engineering (54.6%) and ICT (55.1%) courses, yet these women are not being absorbed into the clean energy sector.","ai_generated":true,"unit":"gclifun-005234#insight-8","date_modified":"2026-10-23"},{"text":"In Sierra Leone, the 'Barefoot' women solar engineers program trained 50 technicians between 2014 and 2017, resulting in solar PV installations in 3,500 households and 60 community clinics.","ai_generated":true,"unit":"gclifun-005234#insight-9","date_modified":"2026-10-23"},{"text":"Guinea has one of the world's highest rates of female genital mutilation (FGM), with 94.5% of women aged 15-49 reporting the practice.","ai_generated":true,"unit":"gclifun-005234#insight-10","date_modified":"2026-10-23"},{"text":"Burundi's electricity access rate is only 11.7%, and the SOLEIL project aims to address this by earmarking 20% of start-up grants for female-headed or majority female-owned companies.","ai_generated":true,"unit":"gclifun-005234#insight-11","date_modified":"2026-10-23"},{"text":"Togo's female labor force participation is 55.5%, with 90% of women working in the informal sector, which limits their access to formal employment benefits.","ai_generated":true,"unit":"gclifun-005234#insight-12","date_modified":"2026-10-23"},{"text":"In Malawi, women spend an average of 800 hours per year collecting fuelwood, and only 14.9% of the population has access to electricity.","ai_generated":true,"unit":"gclifun-005234#insight-13","date_modified":"2026-10-23"},{"text":"Lesotho has a high female literacy rate of 92%, surpassing men's literacy (76%), yet women in the private sector energy workforce are concentrated in administrative rather than technical roles.","ai_generated":true,"unit":"gclifun-005234#insight-14","date_modified":"2026-10-23"},{"text":"Burkina Faso has a very low energy access rate of 19%, and 76% of women have undergone female genital mutilation despite a ban in 1996.","ai_generated":true,"unit":"gclifun-005234#insight-15","date_modified":"2026-10-23"},{"text":"In Chad, the average woman receives only 1.5 years of formal schooling compared to 3.7 years for men, and 98.8% of female workers are in vulnerable employment.","ai_generated":true,"unit":"gclifun-005234#insight-16","date_modified":"2026-10-23"},{"text":"Somalia's energy access is limited to 18% nationally and less than 5% in rural areas, with 99% of women and girls having undergone female genital mutilation.","ai_generated":true,"unit":"gclifun-005234#insight-17","date_modified":"2026-10-23"}],"climate_tags":["energy poverty","gender equality","climate finance"],"geography_discussed":["World","Kenya","Nigeria"],"frame_perspective":[],"analysis_type":["gender assessment","policy analysis","socio-economic study"]},{"id":"gclifun-005235","url":"https://climateinsightsdirectory.org/document/gclifun-005235","title":"Gender Assessment","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2023-07-13","source_url":"https://www.greenclimate.fund/sites/default/files/document/fp212-gender-assessment.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document establishes a programmatic gender approach for the &Green Fund, which aims to delink deforestation from commodity supply chains (livestock, palm oil, soy, rubber, cocoa, and forestry). It defines a two-tracked investment strategy—gender-sensitive and gender-transformative—integrated into the fund's due diligence and monitoring processes. The report provides detailed gender and socioeconomic baselines for 11 countries, highlighting systemic barriers such as limited land tenure for women, unpaid care burdens, and the prevalence of sexual exploitation, abuse, and sexual harassment (SEAH) in agribusiness. It recommends using Environmental and Social Action Plans (ESAPs) as binding loan covenants to ensure equitable benefits and the removal of gender barriers in the target landscapes.","ai_generated":true,"unit":"gclifun-005235#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The &Green Fund employs a two-tracked gender approach: 'gender-sensitive' investments acknowledge different needs without changing the status quo, while 'gender-transformative' investments 'address gender imbalances, changing gendered power relations, and actively building equitable social norms and structures.'","ai_generated":true,"unit":"gclifun-005235#insight-1","date_modified":"2026-10-23"},{"text":"Gender barriers in agricultural production across target countries include limited access to land, credit, networks, infrastructure, and education, as well as the 'unpaid care economy' which limits women's time for economic incentives.","ai_generated":true,"unit":"gclifun-005235#insight-2","date_modified":"2026-10-23"},{"text":"Sexual Exploitation, Abuse and Sexual Harassment (SEAH) and gender-based violence (GbV) are widespread in agribusiness across all value chain levels, from primary production and processing to logistics and the home.","ai_generated":true,"unit":"gclifun-005235#insight-3","date_modified":"2026-10-23"},{"text":"In the Brazilian soy sector, women make up only 10% of the labour force, earn approximately 25% less than men, and spend nearly 75% more time on domestic and care work.","ai_generated":true,"unit":"gclifun-005235#insight-4","date_modified":"2026-10-23"},{"text":"In Indonesia's palm oil industry, women and children are often forced to work without pay to help men meet production targets, and women are frequently restricted to dangerous tasks such as spraying pesticides.","ai_generated":true,"unit":"gclifun-005235#insight-5","date_modified":"2026-10-23"},{"text":"In the Democratic Republic of Congo, women face extreme land ownership restrictions, with less than 10% of women being landowners, and only 2% of women accessing credit.","ai_generated":true,"unit":"gclifun-005235#insight-6","date_modified":"2026-10-23"},{"text":"In Liberia, gender-based violence is highly prevalent, with 60% of women aged 15-49 having experienced physical violence and 9% having experienced sexual violence.","ai_generated":true,"unit":"gclifun-005235#insight-7","date_modified":"2026-10-23"},{"text":"In Zambia, women provide 70% of agricultural labour but suffer from insecure land tenure, which leads to a reduction in the adoption of climate-smart agriculture practices.","ai_generated":true,"unit":"gclifun-005235#insight-8","date_modified":"2026-10-23"},{"text":"In Côte d'Ivoire, the cocoa value chain is heavily gendered; women's roles in production are largely unrecognised, and they face a 60% illiteracy rate in cocoa-producing households.","ai_generated":true,"unit":"gclifun-005235#insight-9","date_modified":"2026-10-23"}],"climate_tags":["deforestation","climate change adaptation","climate change mitigation","sustainable agriculture","agroforestry","gender mainstreaming","land tenure","climate finance","social inclusion"],"geography_discussed":["Mato Grosso","Par\u0011","Ghana","Kenya","Ethiopia"],"frame_perspective":[],"analysis_type":["gender assessment","socioeconomic baseline analysis","policy review"]},{"id":"gclifun-006153","url":"https://climateinsightsdirectory.org/document/gclifun-006153","title":"Gender documentation for SAP026 Extended Community Climate Change Project-Drought (ECCCP-Drought)","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2023-07-13","source_url":"https://www.greenclimate.fund/sites/default/files/document/sap026-gender-assessment.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report assesses gender-based vulnerabilities in northwest Bangladesh to support the ECCCP-Drought project, which aims to benefit 215,000 people through water infrastructure and resilient agriculture. It identifies systemic barriers for women, including limited land ownership, wage discrimination in agricultural labor, and restricted mobility. The assessment highlights how drought exacerbates these issues, increasing food insecurity and the prevalence of early marriage. To address this, the project mandates that 50% of beneficiaries and Climate Change Adaptation Group (CCAG) members be women, while integrating gender-responsive measures into water management and agricultural activities.","ai_generated":true,"unit":"gclifun-006153#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The ECCCP-Drought project aims to reduce vulnerabilities in northwest Bangladesh by involving 215,000 people with a budget of USD 29.99 million over four years. Key activities include re-excavating 300 ponds and 140 km of canals, installing 2,500 rooftop Managed Aquifer Recharge (MAR) systems, and promoting drought-resistant crops for 15,000 farmers.","ai_generated":true,"unit":"gclifun-006153#insight-1","date_modified":"2026-10-23"},{"text":"Women in the project areas face significant wage discrimination in agricultural labor, often earning substantially less than men for similar work. One focus group discussion revealed women earn between USD 1.17–1.76 (100–150 taka) per day, while men earn USD 2.93–3.5 (250–300 taka).","ai_generated":true,"unit":"gclifun-006153#insight-2","date_modified":"2026-10-23"},{"text":"Patriarchal norms severely limit women's access to and control over productive resources. Men typically own the land, and women in poor and marginalized groups often have no ownership of family property, which increases their vulnerability to climate change.","ai_generated":true,"unit":"gclifun-006153#insight-3","date_modified":"2026-10-23"},{"text":"Drought increases the vulnerability of women and girls by forcing them to travel longer distances to collect water as nearby sources dry up. This increased mobility exposes them to risks of 'eve teasing', sexual exploitation, and harassment.","ai_generated":true,"unit":"gclifun-006153#insight-4","date_modified":"2026-10-23"},{"text":"Climate-induced drought and associated poverty contribute to higher levels of gender-based violence and the practice of early marriage. Families may marry off daughters early to reduce household food expenditure and secure their future in the face of climatic vulnerabilities.","ai_generated":true,"unit":"gclifun-006153#insight-5","date_modified":"2026-10-23"},{"text":"Women's decision-making power in the household is highly limited, particularly regarding assets and agriculture. While they have high participation in food distribution (86.78%), their participation in decisions about selling agricultural production is only 6.88% and decisions on disaster preparedness/coping/adaptation is 11.48%.","ai_generated":true,"unit":"gclifun-006153#insight-6","date_modified":"2026-10-23"},{"text":"The project incorporates gender-responsive strategies by ensuring that 50% of the 215,000 direct beneficiaries and 50% of the members of the 600 Climate Change Adaptation Groups (CCAGs) are women.","ai_generated":true,"unit":"gclifun-006153#insight-7","date_modified":"2026-10-23"},{"text":"National policies in Bangladesh, such as the National Agriculture Policy 2018 and the Women’s Development Policy 2011, recognize women's roles in food security and advocate for equal wages, but they often lack specific analysis of the differentiated impacts of climate change on women versus men.","ai_generated":true,"unit":"gclifun-006153#insight-8","date_modified":"2026-10-23"}],"climate_tags":["drought","climate change adaptation","gender equality","water management","Climate-smart agriculture","food security","climate finance"],"geography_discussed":["Rajshahi District","Naogaon District","Chapai Nawabganj"],"frame_perspective":[],"analysis_type":["gender assessment","vulnerability analysis","policy review"]},{"id":"gclifun-006156","url":"https://climateinsightsdirectory.org/document/gclifun-006156","title":"Ecosystem-based Adaptation (EbA) for Reducing Community Vulnerability to Climate Change in Northern Pacific Small Island Developing States (SIDS)","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2023-07-13","source_url":"https://www.greenclimate.fund/sites/default/files/document/sap029-gender-assessment.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document assesses gender dynamics, legal frameworks, and socioeconomic baselines in Palau, FSM, and RMI to ensure that ecosystem-based adaptation (EbA) interventions are gender-responsive. It identifies significant gaps in sex-disaggregated data and highlights high rates of gender-based violence across the region. The report proposes a Small Grants Facility (SGF) with specific gender screening tools and quotas to ensure women's equitable access to finance, decision-making, and technical training. It emphasizes the value of traditional knowledge held by women in managing coastal and terrestrial resources to build climate resilience.","ai_generated":true,"unit":"gclifun-006156#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There are significant gaps in available gender-disaggregated data across the target countries, with no figures available for the Gender Inequality Index (GII) or Gender Development Index (GDI) for Palau, FSM, and RMI.","ai_generated":true,"unit":"gclifun-006156#insight-1","date_modified":"2026-10-23"},{"text":"Gender-based violence (GBV) is prevalent in all three nations: 51% of women in the Republic of the Marshall Islands experience domestic violence, 32.8% of ever-partnered women in FSM have experienced physical or sexual partner violence, and 23% of women in Palau have experienced physical partner violence.","ai_generated":true,"unit":"gclifun-006156#insight-2","date_modified":"2026-10-23"},{"text":"Land tenure systems vary by country, with matrilineal traditions remaining strong in the Republic of the Marshall Islands and Palau, while in the Federated States of Micronesia, it varies by state, such as women owning all lineage resources in Chuuk but inheritance predominantly going to men in Pohnpei.","ai_generated":true,"unit":"gclifun-006156#insight-3","date_modified":"2026-10-23"},{"text":"Women and men hold distinct roles in ecosystem services: in the fisheries sector, men comprise approximately 85% of the harvesting workforce, while women perform 90% of the processing work.","ai_generated":true,"unit":"gclifun-006156#insight-4","date_modified":"2026-10-23"},{"text":"Women in the Northern Pacific possess critical traditional knowledge for climate adaptation, such as using traditional wells in Pohnpei during droughts and planting mangroves and Pandanus in the Marshall Islands to prevent coastal erosion.","ai_generated":true,"unit":"gclifun-006156#insight-5","date_modified":"2026-10-23"},{"text":"The programme will implement a gender-responsive approach for its Small Grants Facility (SGF) based on three elements: recognizing differences in adaptation needs, ensuring equitable participation in decision-making, and providing equitable access to finance and benefits.","ai_generated":true,"unit":"gclifun-006156#insight-6","date_modified":"2026-10-23"},{"text":"To mitigate risks of sexual exploitation, abuse, and harassment (SEAH) and GBV, the programme will establish a robust grievance and redress mechanism and provide women-only training opportunities to reduce disenfranchisement in the workplace.","ai_generated":true,"unit":"gclifun-006156#insight-7","date_modified":"2026-10-23"},{"text":"Educational attainment gaps are pronounced in FSM, where the proportion of men with bachelor's degrees (5.3%) is roughly double that of women (2.8%), whereas Palau and RMI show little to no gender gap in primary and secondary enrollment.","ai_generated":true,"unit":"gclifun-006156#insight-8","date_modified":"2026-10-23"}],"climate_tags":["ecosystem-based adaptation","gender mainstreaming","climate finance","coastal management","agroforestry","traditional knowledge","land tenure","water security"],"geography_discussed":["Chuuk","Pohnpei State","Yap","Kosrae State"],"frame_perspective":[],"analysis_type":["gender assessment","policy analysis","socioeconomic baseline"]},{"id":"gclifun-005797","url":"https://climateinsightsdirectory.org/document/gclifun-005797","title":"Consideration of funding proposals – Addendum II Funding proposal package for FP207","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2023-06-26","source_url":"https://www.greenclimate.fund/sites/default/files/document/gcf-b36-02-add02-rev01.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The 'Recharge Pakistan' project aims to shift Pakistan's flood and water management from a reactive, grey-infrastructure-based approach to a proactive, nature-based strategy. Implementing interventions across four sites in the Indus Basin, the project focuses on restoring degraded watersheds, establishing green infrastructure like recharge basins, and updating national and provincial water policies. It also targets the resilience of smallholder farmers through climate-smart agriculture and supports the development of sustainable, climate-resilient businesses. The project is managed by WWF-US as the Accredited Entity and WWF-Pakistan as the Executing Entity, with a total budget of approximately 77.8 million USD.","ai_generated":true,"unit":"gclifun-005797#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The project targets four specific sites in the Indus Basin: DI Khan and Ramak in the DI Khan catchment, and Chakar Lehri and Manchar in the Chakar Lehri catchment.","ai_generated":true,"unit":"gclifun-005797#insight-1","date_modified":"2026-10-23"},{"text":"The project's primary adaptation interventions include restoring 14,215 hectares of degraded watersheds in DI Khan and implementing 127 green infrastructure interventions, such as recharge basins and retention areas.","ai_generated":true,"unit":"gclifun-005797#insight-2","date_modified":"2026-10-23"},{"text":"The project aims to benefit 687,336 direct beneficiaries and 7,024,361 indirect beneficiaries, with a gender split of approximately 52% men and 48% women.","ai_generated":true,"unit":"gclifun-005797#insight-3","date_modified":"2026-10-23"},{"text":"A central goal is to update Pakistan's key water regulations, including the Implementation Framework for the National Water Policy, the National Adaptation Plan (NAP), and Provincial Adaptation Plans for Sindh, Khyber, Balochistan, and Punjab.","ai_generated":true,"unit":"gclifun-005797#insight-4","date_modified":"2026-10-23"},{"text":"The project will support the incubation of 7 sustainable, climate-resilient businesses to help them access debt and equity finance, leveraging previous work with the Dutch Fund for Climate and Development (DFCD).","ai_generated":true,"unit":"gclifun-005797#insight-5","date_modified":"2026-10-23"},{"text":"Climate-resilient agricultural support will be provided to 50,750 smallholder farmers through Farmer Field Schools, focusing on drought-resistant crop varieties and improved irrigation.","ai_generated":true,"unit":"gclifun-005797#insight-6","date_modified":"2026-10-23"},{"text":"The project expects a mitigation co-benefit of reducing 26,450 metric tons of CO2 annually, with total lifetime removals estimated at 1,037,928 tons of CO2 over approximately 40 years.","ai_generated":true,"unit":"gclifun-005797#insight-7","date_modified":"2026-10-23"},{"text":"The total project financing is 77.8 million USD, consisting of a 66 million USD GCF grant, 10 million USD in co-finance from USAID and The Coca-Cola Foundation, and 1.8 million USD in-kind from WWF-Pakistan.","ai_generated":true,"unit":"gclifun-005797#insight-8","date_modified":"2026-10-23"},{"text":"The project's economic analysis indicates it is cost-beneficial, with a Net Present Value (NPV) of 30 million USD and an Economic Internal Rate of Return (EIRR) of 13.6%.","ai_generated":true,"unit":"gclifun-005797#insight-9","date_modified":"2026-10-23"},{"text":"The project identifies several critical barriers, including a lack of proof-of-concept for EbA in Pakistan and the over-reliance on reactive grey infrastructure.","ai_generated":true,"unit":"gclifun-005797#insight-10","date_modified":"2026-10-23"}],"climate_tags":["ecosystem-based adaptation","green infrastructure","Flood risk management","Climate-smart agriculture","climate finance","water management","carbon sequestration","nature-based solutions"],"geography_discussed":["Dera Ismail Khan","Ramak","Chakar Lehri","Manchar Lake","Sindh","Khyber Pakhtunkhwa","Balochistan","Punjab"],"frame_perspective":[],"analysis_type":["funding proposal","economic analysis","gender assessment","environmental and social risk assessment"]}]}