{"query_echo":{"q":"","filters":{"organization":["Global Resilience Partnership"]},"warnings":[]},"total":{"value":151,"relation":"eq"},"page":2,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?organization=global-resilience-partnership&page=2","next":"https://climateinsightsdirectory.org/api/v1/search?organization=global-resilience-partnership&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":"glorespar-000037","url":"https://climateinsightsdirectory.org/document/glorespar-000037","title":"Roof Over Our Heads (ROOH) – One year progess","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"report","language":"en","date_published":"2024-02-15","source_url":"https://www.globalresiliencepartnership.org/resource/roof-over-our-heads-rooh-one-year-progess/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The 'Roof Over Our Heads' (ROOH) campaign, launched at COP27, focuses on improving housing and living conditions for people in informal settlements in the Global South. The initiative seeks long-term transformation through community empowerment, incremental upgrading, retrofitting, and peer learning, while collaborating with stakeholders and policymakers to secure resources and implement climate-resilient solutions.","ai_generated":true,"unit":"glorespar-000037#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The ROOH campaign was launched at COP27 in Sharm el-Sheikh, Egypt, with the goal of providing climate-resilient housing for residents of informal settlements in Global South cities.","ai_generated":true,"unit":"glorespar-000037#insight-1","date_modified":"2026-10-23"},{"text":"The campaign intends to achieve long-term transformation and improved living conditions through a combination of community empowerment, peer learning, retrofitting, and incremental upgrading.","ai_generated":true,"unit":"glorespar-000037#insight-2","date_modified":"2026-10-23"},{"text":"ROOH implements its goals by engaging policymakers, procuring resources, and collaborating with various stakeholders.","ai_generated":true,"unit":"glorespar-000037#insight-3","date_modified":"2026-10-23"}],"climate_tags":["informal housing","Deep energy retrofit"],"geography_discussed":["Egypt","Sharm el-Sheikh"],"frame_perspective":[],"analysis_type":["progress report"]},{"id":"glorespar-000141","url":"https://climateinsightsdirectory.org/document/glorespar-000141","title":"COP 28 Resilience Hub Synthesis Report","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"report","language":"en","date_published":"2024-02-05","source_url":"https://www.globalresiliencepartnership.org/resource/cop-28-resilience-hub-synthesis-report/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The COP 28 Resilience Hub Synthesis Report outlines four primary cross-cutting messages from its sessions: the need for climate finance architecture reform to scale innovative resilience funding, the necessity of centering equity and justice in partnerships, the importance of gender-specific and socio-cultural considerations at the intersection of health and climate, and the risk that increasing conflict and violence may reverse development gains. The report also incorporates insights from Regional Hubs and nine specific themes explored during COP28.","ai_generated":true,"unit":"glorespar-000141#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"While innovative finance approaches for resilience are increasing, their scaling is dependent on reforms to the broader climate finance architecture.","ai_generated":true,"unit":"glorespar-000141#insight-1","date_modified":"2026-10-23"},{"text":"Successful partnerships for resilience must prioritize equity and justice.","ai_generated":true,"unit":"glorespar-000141#insight-2","date_modified":"2026-10-23"},{"text":"The intersection of climate, health, and resilience necessitates a focus on preparedness as well as socio-cultural and gender-specific considerations.","ai_generated":true,"unit":"glorespar-000141#insight-3","date_modified":"2026-10-23"},{"text":"Rising levels of violence and conflict create major obstacles for resilience and adaptation, potentially undoing previous development progress.","ai_generated":true,"unit":"glorespar-000141#insight-4","date_modified":"2026-10-23"}],"climate_tags":["climate resilience","climate change adaptation","climate finance","climate justice"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["synthesis"]},{"id":"glorespar-000040","url":"https://climateinsightsdirectory.org/document/glorespar-000040","title":"Resilience through Regeneration","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"case study","language":"en","date_published":"2024-01-03","source_url":"https://www.globalresiliencepartnership.org/project/resilience-through-regeneration/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The project supported 885 people in lower eastern Kenya, focusing on regenerative farming, syntropic agroforestry, and water infrastructure to improve biodiversity, soil health, and economic output for female smallholder farmers. Key achievements include the rehabilitation of 1.01 hectares for a demonstration farm, the installation of 43 household vertical gardens, and the construction of 3 water pans, alongside the training of 177 people in sustainable agriculture and 17 young men in water infrastructure maintenance.","ai_generated":true,"unit":"glorespar-000040#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The project aimed to empower female smallholder farmers in lower eastern Kenya through regenerative farming to enhance biodiversity, nutrition, soil health, and economic output, while anticipating social benefits such as improved healthcare, housing, and education for children.","ai_generated":true,"unit":"glorespar-000040#insight-1","date_modified":"2026-10-23"},{"text":"The initiative achieved several quantitative infrastructure and capacity milestones, including supporting 885 people, mobilising $5,000 in investment, training 177 individuals in regenerative agriculture and syntropic agroforestry, and training 17 young men in water pan construction.","ai_generated":true,"unit":"glorespar-000040#insight-2","date_modified":"2026-10-23"},{"text":"Physical interventions included the establishment of a 1.01-hectare demonstration farm, the creation of 43 household vertical gardens for food security, the production of 82 bags of compost manure, and the construction of 3 water pans for irrigation and domestic use.","ai_generated":true,"unit":"glorespar-000040#insight-3","date_modified":"2026-10-23"}],"climate_tags":["regenerative agriculture","biodiversity","water distribution system","food security"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["case study"]},{"id":"glorespar-000073","url":"https://climateinsightsdirectory.org/document/glorespar-000073","title":"Exploring failure and culture in climate resilience projects","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"report","language":"en","date_published":"2024","source_url":"https://www.globalresiliencepartnership.org/wp-content/uploads/2024/03/exploring_failure_report.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report argues that climate resilience requires innovation in complex systems, which inherently involves failure. However, a prevailing culture of failure-aversion—driven by rigid funding structures, short-term metrics, and power imbalances—stifles this innovation. The authors propose a multi-dimensional model to shift responses to failure from limiting to constructive across individual, operational, and organisational levels.","ai_generated":true,"unit":"glorespar-000073#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Innovation and failure are symbiotic; however, negative responses to failure in the climate resilience sector limit the creativity and leverage needed to tackle climate change.","ai_generated":true,"unit":"glorespar-000073#insight-1","date_modified":"2026-10-23"},{"text":"There is a systemic conflict between the recognized need to embrace failure for positive impact and the actual structures governing funding and implementation, with a noted intolerance for failure among donors.","ai_generated":true,"unit":"glorespar-000073#insight-2","date_modified":"2026-10-23"},{"text":"Power dynamics dictate who is permitted to fail; those reliant on short-term funding and accountable to others have less agency to define success or create failure-positive processes.","ai_generated":true,"unit":"glorespar-000073#insight-3","date_modified":"2026-10-23"},{"text":"Adaptation projects suffer from a positive reporting bias because organisations view failure as a risk to securing future funding.","ai_generated":true,"unit":"glorespar-000073#insight-4","date_modified":"2026-10-23"},{"text":"The report identifies three archetypal response models to failure: 'Goal Seeking Proactive' (where the goal is fixed but the path is adapted), 'Goal and Path Restrictive' (where any deviation is failure), and 'Continuously Constructive' (where failure is inbuilt and goals may pivot based on learning).","ai_generated":true,"unit":"glorespar-000073#insight-5","date_modified":"2026-10-23"},{"text":"Responses to failure are driven by four interlocking mechanisms—mental models, structures, behaviour, and culture—which manifest at individual, operational, and organisational levels.","ai_generated":true,"unit":"glorespar-000073#insight-6","date_modified":"2026-10-23"},{"text":"A survey of 93 respondents indicates that those in the NGO and International Development sectors are approximately 25% more concerned about the career implications of failure than those in innovative sectors.","ai_generated":true,"unit":"glorespar-000073#insight-7","date_modified":"2026-10-23"},{"text":"To foster innovation, the report recommends a paradigm shift in programme management from 'Go fast, work hard' to 'Go slow, work smart,' emphasizing the identification of unintended consequences and the use of learning-oriented MEL systems.","ai_generated":true,"unit":"glorespar-000073#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate resilience","climate change adaptation","climate finance","Community based adaptation"],"geography_discussed":["South Africa","East Africa"],"frame_perspective":[],"analysis_type":["qualitative analysis","literature review","survey","conceptual modelling"]},{"id":"glorespar-000075","url":"https://climateinsightsdirectory.org/document/glorespar-000075","title":"Terminal Review of the UNDP-GEF ‘Resilience for Peace and Stability, Food and Water Security Innovation Grant Programme’ PIMS 6467, GEF ID 10430","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"report","language":"en","date_published":"2024","source_url":"https://www.globalresiliencepartnership.org/wp-content/uploads/2024/12/final-report-10-10-2024.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The terminal review evaluates a UNDP-GEF project aimed at scaling early-stage innovations to enhance climate resilience in fragile regions of Uganda and Sudan. The project achieved high effectiveness, with 98% compliance of objective indicators and 94.8% of outcome targets, despite the civil war in Sudan. Key successes include the empowerment of women and the use of innovative finance mechanisms for agro-forestry commodities like coffee in Uganda and Gum Arabic in Sudan. The review highlights the success of a 'hands-off' implementation model where UNDP provided oversight while the Global Resilience Partnership (GRP) managed execution. While the project is considered highly cost-effective and sustainable, remaining risks include conflict-related challenges in Sudan and perceived high investment risks in fragile states.","ai_generated":true,"unit":"glorespar-000075#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The project demonstrated high effectiveness, achieving an average of 98% compliance with objective indicators and 94.8% of outcome targets. The only target falling behind was the number of people trained, primarily due to the civil war in Sudan since 2023.","ai_generated":true,"unit":"glorespar-000075#insight-1","date_modified":"2026-10-23"},{"text":"In Sudan, the project successfully adapted to the outbreak of civil war by relocating its coordination hub to Kassala, transitioning to remote management via WhatsApp, and utilizing mobile transfers (Benkek) to ensure the continuation of loan capital disbursement.","ai_generated":true,"unit":"glorespar-000075#insight-2","date_modified":"2026-10-23"},{"text":"The project had a significant positive impact on gender equality, with women taking active leadership roles in decision-making. In Sudan, women led all supported cooperatives, and in Uganda, a price premium for coffee produced by women encouraged men to allocate land to their wives.","ai_generated":true,"unit":"glorespar-000075#insight-3","date_modified":"2026-10-23"},{"text":"The implementation model, described as a 'hands-off approach', was successful; UNDP served an oversight role and provided initial design training, while the Global Resilience Partnership (GRP) was delegated responsibility for GEF resources and co-financing.","ai_generated":true,"unit":"glorespar-000075#insight-4","date_modified":"2026-10-23"},{"text":"The project is considered highly cost-effective and efficient, achieving results on time with a low budget over three years. This was attributed to building on established partnerships and local knowledge, which allowed activities to start without the typical delays seen in other GEF projects.","ai_generated":true,"unit":"glorespar-000075#insight-5","date_modified":"2026-10-23"},{"text":"Financial sustainability is viewed positively, as Mountain Harvest in Uganda operates a sustainable business and rural cooperatives in Sudan utilize rotational credit funds. However, scaling up these benefits would require new funding sources.","ai_generated":true,"unit":"glorespar-000075#insight-6","date_modified":"2026-10-23"},{"text":"The project faced significant barriers regarding the 'perceived risk' of investing in fragile countries, which limits access to capital and increases financing costs despite the potential for high investment gains.","ai_generated":true,"unit":"glorespar-000075#insight-7","date_modified":"2026-10-23"},{"text":"The project's environmental focus was on climate change adaptation through agro-forestry: organic coffee in Uganda and Gum Arabic (Acacia senegal) in Sudan. In Uganda, Mountain Harvest maintained a strict non-pesticide policy to preserve organic certification.","ai_generated":true,"unit":"glorespar-000075#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","Community based adaptation","climate resilience","agroforestry","gender equality","Sustainable land management","biodiversity conservation"],"geography_discussed":["North Kordofan State","Kassala","Mount Elgon"],"frame_perspective":[],"analysis_type":["terminal evaluation","impact assessment"]},{"id":"glorespar-000078","url":"https://climateinsightsdirectory.org/document/glorespar-000078","title":"From Informality to Impact","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"briefing","language":"en","date_published":"2024","source_url":"https://www.globalresiliencepartnership.org/wp-content/uploads/2024/11/from-informality-to-impact.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that while a diverse range of urban resilience solutions exist in the Global South's informal settlements and economies, most are in early development stages and heavily reliant on philanthropic funding. It highlights a significant gap in private sector investment and municipal buy-in, while noting that these interventions often yield co-benefits in health, gender equity, and livelihoods. The document recommends that municipalities integrate informal settlements into city plans and that funders coordinate to streamline access for small-scale innovators.","ai_generated":true,"unit":"glorespar-000078#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Urban resilience solutions implemented by non-governmental actors in informal contexts are predominantly in the early stages of development and testing, indicating that the maturity of these solutions remains in incipient phases.","ai_generated":true,"unit":"glorespar-000078#insight-1","date_modified":"2026-10-23"},{"text":"There is a severe lack of climate adaptation funding for cities, with only 1.2% of all urban climate finance flows directed toward adaptation and resilience solutions.","ai_generated":true,"unit":"glorespar-000078#insight-2","date_modified":"2026-10-23"},{"text":"Philanthropic funding is a primary source of support for both sectors, with 60% of not-for-profits and 42% of for-profits depending on it, which is significantly higher than the 17% of urban adaptation projects financed by grants cited in general literature.","ai_generated":true,"unit":"glorespar-000078#insight-3","date_modified":"2026-10-23"},{"text":"Not-for-profit organisations are significantly more collaborative than for-profits, forming approximately 6.6 times more partnerships.","ai_generated":true,"unit":"glorespar-000078#insight-4","date_modified":"2026-10-23"},{"text":"Resilience interventions in informal contexts provide transformative benefits beyond climate adaptation, most notably in enhancing human capacity, with nearly 70% of organisations reporting improved skills and capabilities in local communities.","ai_generated":true,"unit":"glorespar-000078#insight-5","date_modified":"2026-10-23"},{"text":"The most significant barriers to scaling include a lack of human capacity, complex land tenure, risk-averse regulatory environments, and a scarcity of primary data such as census and climate information.","ai_generated":true,"unit":"glorespar-000078#insight-6","date_modified":"2026-10-23"},{"text":"There is a mismatch between investor expectations and the reality of resilience projects, where investors often demand rapid growth or 'buzzwords' like AI and blockchain over simple, effective, and slower-yielding resilience solutions.","ai_generated":true,"unit":"glorespar-000078#insight-7","date_modified":"2026-10-23"},{"text":"Informal settlements are frequently deprioritised by governments, and even when political will exists, a lack of knowledge on how to implement climate solutions often impedes progress.","ai_generated":true,"unit":"glorespar-000078#insight-8","date_modified":"2026-10-23"}],"climate_tags":["urban resilience","climate change adaptation","informal housing","climate finance","nature-based solutions","early warning system","climate justice","loss and damage","Community based adaptation"],"geography_discussed":["Kenya","Tanzania","India","Nigeria","Namibia","Indonesia","Bangladesh","Mozambique","Ghana","South Africa"],"frame_perspective":[],"analysis_type":["landscape review","policy analysis","investment assessment"]},{"id":"glorespar-000081","url":"https://climateinsightsdirectory.org/document/glorespar-000081","title":"2024–2029 Strategy","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"report","language":"en","date_published":"2024","source_url":"https://www.globalresiliencepartnership.org/wp-content/uploads/2024/05/grp-5-year-strategy-updated-20-march-2024.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The GRP 2024–2029 Strategy focuses on three transformative opportunities: regenerative food systems, reimagined finance flows, and community-led resilience. The partnership aims to scale locally-led innovations and bridge the adaptation finance gap, which is currently five to ten times lower than required for developing countries. Key goals include transforming food and financial systems, scaling formal-informal collaborations, increasing transdisciplinary learning, and embedding resilience in the private sector. Geographically, the strategy prioritises sub-Saharan Africa, South and South East Asia, and Small Island Developing States in the Pacific and Caribbean.","ai_generated":true,"unit":"glorespar-000081#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The GRP identifies three primary opportunities for transformative climate resilience: food, finance, and communities, with gender and youth as cross-cutting focal points.","ai_generated":true,"unit":"glorespar-000081#insight-1","date_modified":"2026-10-23"},{"text":"There is a critical gap in adaptation and resilience finance for developing countries, with current flows estimated to be five to ten times lower than what is necessary.","ai_generated":true,"unit":"glorespar-000081#insight-2","date_modified":"2026-10-23"},{"text":"The GRP has established four long-term strategic outcomes: transforming food and financial systems; scaling innovative formal and informal collaborations; increasing inclusive transdisciplinary learning; and embedding resilience in the private and financial sectors.","ai_generated":true,"unit":"glorespar-000081#insight-3","date_modified":"2026-10-23"},{"text":"The partnership advocates for a shift in terminology, avoiding the term 'vulnerable people' to preserve the agency of those in the Global South, preferring to specify what a community is vulnerable to (e.g., 'vulnerable to flooding').","ai_generated":true,"unit":"glorespar-000081#insight-4","date_modified":"2026-10-23"},{"text":"The strategy emphasizes the need for 'blended finance' and the inclusion of local voices to scale resilience for smallholder farmers, alongside the need to 'scale up' (reach) and 'scale deep' (rooting in local/indigenous knowledge).","ai_generated":true,"unit":"glorespar-000081#insight-5","date_modified":"2026-10-23"},{"text":"Over its first decade, GRP supported 7 million people across 16 countries, invested over USD 45 million in Global South resilience programming, and provided capacity building to more than 1,500 organisations.","ai_generated":true,"unit":"glorespar-000081#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate resilience","Community based adaptation","adaptation finace","nature-based solutions","Blended Finance","smallholder","climate justice","food security","urban resilience","informal housing"],"geography_discussed":["Ethiopia","Yemen","Nepal","Bangladesh","Kenya","India","South Africa"],"frame_perspective":[],"analysis_type":["strategic plan"]},{"id":"glorespar-000110","url":"https://climateinsightsdirectory.org/document/glorespar-000110","title":"INVESTING IN RESILIENCE Project Portfolio 2024","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"report","language":"en","date_published":"2024","source_url":"https://www.globalresiliencepartnership.org/wp-content/uploads/2024/10/project-portfolio-2024.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Global Resilience Partnership (GRP) has invested over US$45 million in resilience innovations across the Global South, supporting 7 million people. The 2024 portfolio highlights several specific projects: the Near East Foundation's community-based credit systems in Sudan; Mountain Harvest's regenerative coffee farming in Uganda; MetaMeta's 'Green Roads for Water' initiative in Kenya and Ethiopia; Farm to Feed's digital marketplace for surplus produce in Kenya; FSPN Africa's carbon farming in Kenya and Tanzania; ROOH's climate-resilient housing in India; Mahila Housing Trust's heat action plans in India, Bangladesh, and Nepal; and Centro Sabiá's greywater reuse and agroforestry in Brazil.","ai_generated":true,"unit":"glorespar-000110#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Global Resilience Partnership (GRP) has invested more than US$45 million in resilience innovations across the Global South, benefiting 7 million people and providing capacity building to over 1,500 organisations.","ai_generated":true,"unit":"glorespar-000110#insight-1","date_modified":"2026-10-23"},{"text":"In Sudan, the Near East Foundation (NEF) uses community-based credit (CBC) systems to support 13 cooperatives, primarily women, producing non-timber forest products to build resilience against climate fluctuations and extreme weather.","ai_generated":true,"unit":"glorespar-000110#insight-2","date_modified":"2026-10-23"},{"text":"Mountain Harvest in Uganda employs regenerative agricultural practices for 1,042 coffee farmers, increasing productivity from 0.4kg to 0.65kg of green coffee per tree and paying farmers up to 30% higher farm gate prices.","ai_generated":true,"unit":"glorespar-000110#insight-3","date_modified":"2026-10-23"},{"text":"The Green Roads for Water (GR4W) initiative, led by MetaMeta, integrates water management into road design; it has been implemented in 14 countries, benefiting 6 million people in Ethiopia and over 50,000 people in Kenya.","ai_generated":true,"unit":"glorespar-000110#insight-4","date_modified":"2026-10-23"},{"text":"Farm to Feed operates a tech-enabled marketplace in Kenya to reduce food loss by selling imperfect produce, generating over US$42,000 in monthly revenue and utilizing a carbon credit scheme launched by Verra.","ai_generated":true,"unit":"glorespar-000110#insight-5","date_modified":"2026-10-23"},{"text":"The CAFAESUP project by FSPN Africa uses AI and machine learning to quantify carbon sequestration for smallholder farmers in Kenya and Tanzania, aiming to cover 400,000 acres and sequester up to 1 million metric tonnes of carbon.","ai_generated":true,"unit":"glorespar-000110#insight-6","date_modified":"2026-10-23"},{"text":"The Roof Over Our Heads (ROOH) campaign focuses on climate-resilient, low-carbon housing for informal settlements, having established learning labs across 17 settlements in nine Indian cities.","ai_generated":true,"unit":"glorespar-000110#insight-7","date_modified":"2026-10-23"},{"text":"The Mahila Housing Trust (MHT) develops Heat Action Plans (HAPs) and Heat Risk Assessments for small and medium-sized cities in India, Bangladesh, and Nepal, having served 4 million individuals.","ai_generated":true,"unit":"glorespar-000110#insight-8","date_modified":"2026-10-23"},{"text":"Centro Sabiá in Brazil's semi-arid region implements women-led technology that repurposes 50,000 litres of greywater annually per system for agroforestry, with over 10,000 adaptation technologies implemented.","ai_generated":true,"unit":"glorespar-000110#insight-9","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","regenerative agriculture","carbon credit","nature-based solutions","water management","food security","agroforestry","microfinance","carbon sequestration"],"geography_discussed":["Sudan","Kenya","Ethiopia","Tanzania","India","Bangladesh","Nepal","Brazil","South Africa","Sweden"],"frame_perspective":[],"analysis_type":["project portfolio","impact assessment"]},{"id":"glorespar-000119","url":"https://climateinsightsdirectory.org/document/glorespar-000119","title":"A WHOLE-OF-SOCIETY APPROACH TO BUILDING RESILIENT, EQUITABLE COMMUNITIES","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"report","language":"en","date_published":"2024","source_url":"https://www.globalresiliencepartnership.org/wp-content/uploads/2024/07/resilience-hub-lcaw-report.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report outlines the necessity of community-led climate action, innovative financing, and the democratisation of technology to build resilient communities. It emphasizes that effective adaptation requires integrating local and Indigenous knowledge, leveraging private sector capital through blended finance, and breaking down infrastructure management silos. The document advocates for a collaborative ecosystem involving governments, NGOs, and the private sector to bridge gaps in funding and technical capacity ahead of COP29 and COP30.","ai_generated":true,"unit":"glorespar-000119#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Effective climate adaptation must be rooted in community participation and the inclusion of local and Indigenous knowledge to ensure strategies are context-specific. For example, C40 Cities' support for Freetown's 'Tree Town' programme, which aimed to plant over 1 million trees, saw a 75% success rate for saplings due to community involvement, compared to a 50% average.","ai_generated":true,"unit":"glorespar-000119#insight-1","date_modified":"2026-10-23"},{"text":"Funding remains a primary obstacle for scaling local adaptation projects. The report suggests using innovative financial mechanisms like blended finance—combining grants and commercial funds—to lower capital costs and de-risk investments. It also recommends that governments integrate resilience into National Adaptation Plans (NAPs) and Nationally Determined Contributions (NDCs).","ai_generated":true,"unit":"glorespar-000119#insight-2","date_modified":"2026-10-23"},{"text":"There is a need to democratise advanced planning tools, such as digital twins, to make them accessible to projects of all scales. Additionally, the report argues for a holistic, integrated approach to infrastructure management to avoid the inefficiencies of siloed services like water, electricity, and waste management.","ai_generated":true,"unit":"glorespar-000119#insight-3","date_modified":"2026-10-23"},{"text":"Creative and cultural approaches, including the arts and music, can be effective tools for community engagement and resource mobilization. The Battery Tour is cited as an example that has raised funds and provided energy to over 18 countries while demonstrating the possibility of carbon-neutral events.","ai_generated":true,"unit":"glorespar-000119#insight-4","date_modified":"2026-10-23"}],"climate_tags":["climate resilience","climate change adaptation","community engagement","traditional knowledge","Blended Finance","climate finance","Nationally Determined Contributions","infrastructure resilience"],"geography_discussed":["London","Freetown"],"frame_perspective":[],"analysis_type":["event summary","policy recommendations"]},{"id":"glorespar-000128","url":"https://climateinsightsdirectory.org/document/glorespar-000128","title":"Advancing Equitable and Resilient Livelihoods in Southern Africa through Integrating Gender Transformative Approaches","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"policy brief","language":"en","date_published":"2024","source_url":"https://www.globalresiliencepartnership.org/wp-content/uploads/2024/06/sara-gta-policy-brief-draft-5-medium-spreads.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document advocates for a shift from traditional gender mainstreaming to Gender Transformative Approaches (GTAs) in Southern Africa to address the root causes of inequality and improve resilience to climate change and food insecurity. It provides a series of policy recommendations, including the integration of GTAs into national development plans and disaster risk reduction strategies, and highlights existing legal frameworks at global, continental, and regional levels that can enable these shifts.","ai_generated":true,"unit":"glorespar-000128#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Traditional gender mainstreaming has failed to address the root causes of inequality because it focuses on resource access and technological empowerment rather than structural barriers and social norms.","ai_generated":true,"unit":"glorespar-000128#insight-1","date_modified":"2026-10-23"},{"text":"Gender Transformative Approaches (GTAs) differ from conventional practices by targeting the systems and structures that perpetuate disparities, challenging harmful norms, and engaging men and boys as allies.","ai_generated":true,"unit":"glorespar-000128#insight-2","date_modified":"2026-10-23"},{"text":"The application of GTAs in Southern Africa has led to improved economic outcomes for women, including increased agricultural productivity and diversified income sources in Lesotho and Malawi.","ai_generated":true,"unit":"glorespar-000128#insight-3","date_modified":"2026-10-23"},{"text":"GTAs have enhanced adaptive capacities to climate change through initiatives such as climate-smart agriculture in Zambia and ecosystem restoration employment for women in South Africa.","ai_generated":true,"unit":"glorespar-000128#insight-4","date_modified":"2026-10-23"},{"text":"While there is a general consensus that gender equality improves resilience, there is a lack of robust empirical evidence to substantiate this claim.","ai_generated":true,"unit":"glorespar-000128#insight-5","date_modified":"2026-10-23"},{"text":"National policies in several Southern African countries already incorporate gender considerations into climate and agricultural strategies, such as Zimbabwe's National Climate Change Response Strategy and Malawi's National Climate Change Policy.","ai_generated":true,"unit":"glorespar-000128#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","disaster risk reduction","food security","Climate-smart agriculture","ecological restoration","gender equality","climate finance","Sustainable Development Goals"],"geography_discussed":["Zimbabwe","Malawi","South Africa","Zambia","Lesotho","Namibia","Mozambique","World"],"frame_perspective":[],"analysis_type":["policy analysis","literature review","case study"]},{"id":"glorespar-000138","url":"https://climateinsightsdirectory.org/document/glorespar-000138","title":"RESILIENCE HUB VIRTUAL SUMMIT","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"report","language":"en","date_published":"2024","source_url":"https://www.globalresiliencepartnership.org/wp-content/uploads/2025/01/virtual-hub-report-2024.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The 2024 Regional Resilience Hubs virtual summit focused on democratising climate governance and advancing locally-led adaptation (LLA) across Africa, Asia, and Latin America. The event emphasised the need for flexible, decentralised climate finance to bypass bureaucratic delays and reach vulnerable communities directly. Key discussions highlighted the intersection of gender, care work, and human rights, arguing that reframing care as a communal responsibility and securing land rights for women are essential for holistic resilience. The summit showcased specific tools and initiatives, such as the County Climate Fund in Kenya and the CSMAP tool in Asian Mega-Deltas, to demonstrate how participatory mapping and subnational funding can drive effective climate-smart agriculture and infrastructure. Looking toward COP30, the report calls for a shift from tokenism to meaningful inclusion of marginalised groups and a transition from high-level speeches to concrete, actionable proposals for community-driven adaptation.","ai_generated":true,"unit":"glorespar-000138#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a critical need for flexible and decentralised climate finance mechanisms to empower local communities and reduce bureaucratic delays in addressing loss and damage.","ai_generated":true,"unit":"glorespar-000138#insight-1","date_modified":"2026-10-23"},{"text":"Locally-led adaptation (LLA) is most effective when it utilizes participatory approaches, such as the CSMAP tool in Asian Mega-Deltas for climate-smart agriculture or the County Climate Fund in Kenya for subnational resource management.","ai_generated":true,"unit":"glorespar-000138#insight-2","date_modified":"2026-10-23"},{"text":"Gender equality and social inclusion in climate resilience require an intersectional approach that recognizes the burden of unpaid care work and the necessity of secure land rights for women.","ai_generated":true,"unit":"glorespar-000138#insight-3","date_modified":"2026-10-23"},{"text":"Effective climate resilience requires a rights-based approach that prioritizes sustainable livelihood alternatives over the eviction of vulnerable populations in disaster-prone areas.","ai_generated":true,"unit":"glorespar-000138#insight-4","date_modified":"2026-10-23"},{"text":"Co-creation and the use of 'knowledge brokers' are essential to bridge the gap between academic research and indigenous knowledge, ensuring that policies are demand-driven and inclusive.","ai_generated":true,"unit":"glorespar-000138#insight-5","date_modified":"2026-10-23"},{"text":"To move beyond tokenism, future climate action leading to COP30 must prioritize the meaningful inclusion of indigenous peoples, youth, and persons with disabilities in decision-making processes.","ai_generated":true,"unit":"glorespar-000138#insight-6","date_modified":"2026-10-23"}],"climate_tags":["Community based adaptation","climate finance","gender equality","climate justice","nature-based solutions","biodiversity","land tenure","loss and damage","Climate-smart agriculture","human rights","intersectionality"],"geography_discussed":["Bangladesh","Nepal","Kenya","India","Pakistan"],"frame_perspective":[],"analysis_type":["policy analysis","case study review"]},{"id":"glorespar-000156","url":"https://climateinsightsdirectory.org/document/glorespar-000156","title":"Group Concept Mapping and Equitable Resilience in Southern Africa","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"briefing","language":"en","date_published":"2024","source_url":"https://www.globalresiliencepartnership.org/wp-content/uploads/2024/07/research-summary-brief_04july24.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document details a research effort to define equitable resilience in Southern Africa, addressing a gap in literature which has predominantly focused on the Global North. Using Group Concept Mapping (GCM), the study engaged experts from the Southern African Development Community (SADC) region to identify key themes of resilience. Despite challenges such as technological barriers and power outages, the research identified nine central clusters: social justice, development, legislation and policies, collaboration and co-creation, capacity building, inclusion and participation, transformative change, preparedness measures, and mitigation and adaptation strategies. The study emphasizes the need for context-specific strategies that account for the region's severe inequality and climate vulnerability.","ai_generated":true,"unit":"glorespar-000156#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The study identified nine key themes that contribute to the conceptualization of equitable resilience in Southern Africa: social justice approaches, development, legislation and policies, collaboration and co-creation, capacity building, inclusion and participation, transformative change, preparedness measures, and mitigation and adaptation strategies.","ai_generated":true,"unit":"glorespar-000156#insight-1","date_modified":"2026-10-23"},{"text":"Southern Africa is characterized by severe socio-economic disparities, with nearly 45% of the population living on less than one US dollar per day, and is highly vulnerable to climate-related hazards that disproportionately affect marginalized communities.","ai_generated":true,"unit":"glorespar-000156#insight-2","date_modified":"2026-10-23"},{"text":"Participants' definitions of equitable resilience in the region emphasized cultural concepts like 'ubuntu' interconnectedness, the need for disadvantaged groups to participate collaboratively in responding to challenges, and the necessity of changing power relations within social and economic contexts.","ai_generated":true,"unit":"glorespar-000156#insight-3","date_modified":"2026-10-23"},{"text":"The application of the Group Concept Mapping (GCM) method in the SADC region faced significant implementation hurdles, including a small pool of local experts, technological difficulties with the GroupWisdom platform on mobile devices, high cognitive demands of the sorting tasks, and frequent power outages known as 'load shedding'.","ai_generated":true,"unit":"glorespar-000156#insight-4","date_modified":"2026-10-23"},{"text":"The GCM methodology successfully translated abstract concepts into a 9-cluster map, though the small sample size (only 10 participants completed the sorting activity, and 5-6 completed the rating phase) limited the interpretative power of the rating data.","ai_generated":true,"unit":"glorespar-000156#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","climate change mitigation","disaster risk reduction","capacity building","vulnerability assessment"],"geography_discussed":["South Africa","United States"],"frame_perspective":[],"analysis_type":["mixed-methods exploratory pilot study","group concept mapping"]},{"id":"glorespar-000158","url":"https://climateinsightsdirectory.org/document/glorespar-000158","title":"Southern African Resilience Academy Outcome Report","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"report","language":"en","date_published":"2024","source_url":"https://www.globalresiliencepartnership.org/wp-content/uploads/2024/08/sara_outcome-report-2024_02_08_24_single-page.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Southern African Resilience Academy (SARA), coordinated by the Centre for Sustainability Transitions (CST) at Stellenbosch University, operated from 2021 to 2023 to shift knowledge leadership toward the Global South. The initiative focused on 'Building equitable resilience in Southern Africa' through eight transdisciplinary working groups comprising academics and practitioners. Key outputs included a special feature in the journal Ecology & Society and various Non-Academic Products (NAPs) such as policy toolkits, guidance notes, and practice briefs. SARA's work spanned diverse sectors, including food systems, urban informality, conservation, and gender transformative approaches, emphasizing the interdependence of equity and resilience.","ai_generated":true,"unit":"glorespar-000158#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"SARA's first year (2021) focused on food systems transformation, identifying that transformation is necessary to adapt Southern Africa's food systems to future uncertainties and ensure climate-resilience and social sustainability.","ai_generated":true,"unit":"glorespar-000158#insight-1","date_modified":"2026-10-23"},{"text":"The initiative established eight transdisciplinary working groups in 2022 to synthesize knowledge on equitable resilience, covering topics such as urban informality, conservation systems, disaster risk, and gender transformative approaches.","ai_generated":true,"unit":"glorespar-000158#insight-2","date_modified":"2026-10-23"},{"text":"A primary academic outcome was a special feature in the journal Ecology & Society titled 'Enhancing social-ecological resilience and equity in Southern Africa: Insights from research and practice', which aimed to sensitize global readers to Southern African contributions and use a Global South lens for theoretical development.","ai_generated":true,"unit":"glorespar-000158#insight-3","date_modified":"2026-10-23"},{"text":"The use of Non-Academic Products (NAPs) allowed working groups to engage directly with decision-makers; for example, the urban food systems group provided a policy toolkit for Zambian policymakers and urban planners to address food insecurity.","ai_generated":true,"unit":"glorespar-000158#insight-4","date_modified":"2026-10-23"},{"text":"Research on urban informality highlighted that ignoring informal activities, institutions, and places in resilience planning risks increased conflict, expanded vulnerability to hazards, and deepened social inequity.","ai_generated":true,"unit":"glorespar-000158#insight-5","date_modified":"2026-10-23"},{"text":"The academy found that integrating Gender Transformative Approaches (GTAs) is imperative for sustainable development, as traditional gender mainstreaming often failed to address root causes like entrenched social norms and structural barriers.","ai_generated":true,"unit":"glorespar-000158#insight-6","date_modified":"2026-10-23"},{"text":"The 'metacoupling' framework was used to demonstrate how cross-scale connections—such as export horticultural value chains and transboundary fisheries—can reveal leverage points for fostering resilience and equity.","ai_generated":true,"unit":"glorespar-000158#insight-7","date_modified":"2026-10-23"},{"text":"SARA's findings suggest that equity and resilience are not just end goals but integral processes, and that the 'informal' often represents a majority of people and activities that are marginalized despite bolstering resilience.","ai_generated":true,"unit":"glorespar-000158#insight-8","date_modified":"2026-10-23"},{"text":"The initiative recommended that future programs initiate non-academic processes from the outset and diversify regional representation to reduce the overrepresentation of South Africa and include more lusophone and francophone countries.","ai_generated":true,"unit":"glorespar-000158#insight-9","date_modified":"2026-10-23"}],"climate_tags":["urban resilience","climate change adaptation","biodiversity conservation","disaster risk reduction","nature-based solutions"],"geography_discussed":["Zambia","Kenya","Malawi","Ghana","Benin"],"frame_perspective":[],"analysis_type":["outcome report","knowledge synthesis","policy analysis"]},{"id":"glorespar-000006","url":"https://climateinsightsdirectory.org/document/glorespar-000006","title":"Dear Partners in Resilience","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"statement","language":"en","date_published":"2023-12-21","source_url":"https://www.globalresiliencepartnership.org/dear-partners-in-resilience/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Global Resilience Partnership (GRP) reports on its 2023 initiatives, highlighting the growth of the PREPARE Call to Action to 31 companies, the implementation of the Resilient Agricultural Innovations for Nature (RAIN) Challenge in East Africa, and the hosting of the Resilience Evidence Forum in South Africa. The statement emphasizes the financial benefits of adaptation investments and the shift toward transformative resilience and whole-systems approaches.","ai_generated":true,"unit":"glorespar-000006#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The PREPARE Call to Action to the Private Sector, launched at COP27 by GRP and USAID, expanded significantly by COP28 to include 31 companies, illustrating the necessity of partnerships to fill gaps in climate adaptation.","ai_generated":true,"unit":"glorespar-000006#insight-1","date_modified":"2026-10-23"},{"text":"Research led by BCG, GRP, and USAID indicates a strong business case for resilience, stating that every dollar spent on adaptation and resilience measures can generate between $2 and $15 in financial benefits.","ai_generated":true,"unit":"glorespar-000006#insight-2","date_modified":"2026-10-23"},{"text":"The Resilient Agricultural Innovations for Nature (RAIN) Challenge implemented community-led innovations in Rwanda, Kenya, and Uganda, including road runoff harvesting, capacity development, and the use of earthworms for organic fertiliser.","ai_generated":true,"unit":"glorespar-000006#insight-3","date_modified":"2026-10-23"},{"text":"The Resilience Evidence Forum in Cape Town, South Africa, served as the largest gathering of its kind, bringing together over 1,200 professionals to discuss scaling evidence-based solutions and resilience strategies.","ai_generated":true,"unit":"glorespar-000006#insight-4","date_modified":"2026-10-23"},{"text":"The GRP advocates for a shift from incremental to transformative resilience, defining resilience as the capacity to live and develop with change and uncertainty rather than simply returning to a previous status quo.","ai_generated":true,"unit":"glorespar-000006#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","climate finance","nature-based solutions","sustainable agriculture","loss and damage","Private sector engagement"],"geography_discussed":["Rwanda","Kenya","Uganda","South Africa","Cape Town"],"frame_perspective":[],"analysis_type":["organizational review"]},{"id":"glorespar-000114","url":"https://climateinsightsdirectory.org/document/glorespar-000114","title":"Resilient Agriculture Innovations for Nature (RAIN) Challenge Guidelines for Applicants","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"guide","language":"en","date_published":"2023-12-10","source_url":"https://www.globalresiliencepartnership.org/wp-content/uploads/2023/12/rain-guidelines-for-applicants_for-profits-2024-1.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The Resilient Agriculture Innovations for Nature (RAIN) challenge, a partnership between the Global Resilience Partnership (GRP) and Shockwave Foundation, invites proposals for nature-positive agricultural innovations in East Africa. The program aims to transition seed-level ideas into sustainable, funding-ready businesses through a structured process of mentoring, leadership training, and investment brokering. Eligible applicants include not-for-profit organizations, start-ups, and academia from Burundi, Ethiopia, Kenya, Rwanda, Tanzania, and Uganda. Winners receive tailored support, including up to 24 hours of mentoring over three months, access to a Leadership Academy, and potential next-stage funding for implementation and scaling over 12 months.","ai_generated":true,"unit":"glorespar-000114#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The RAIN challenge targets the conversion of \"seed-level innovative agricultural ideas\" in East Africa into \"sustainable business ideas of interest to private investors and funders,\" addressing the need for agricultural systems transformation in the face of climate change.","ai_generated":true,"unit":"glorespar-000114#insight-1","date_modified":"2026-10-23"},{"text":"Eligible applicants must be located in East Africa, specifically Burundi, Ethiopia, Kenya, Rwanda, Tanzania, and Uganda, and can include not-for-profit organizations, international NGOs, academia, start-ups, hubs, and accelerators.","ai_generated":true,"unit":"glorespar-000114#insight-2","date_modified":"2026-10-23"},{"text":"To be eligible, solutions must be \"nature positive,\" meaning they avoid further degradation, restore nature, and provide benefits such as \"conservation, biodiversity gains, CO2 capture,\" while remaining climate smart and building resilience.","ai_generated":true,"unit":"glorespar-000114#insight-3","date_modified":"2026-10-23"},{"text":"The selection process evaluates submissions based on a 100-point scale across six criteria: potential for impact (20), level of innovation (15), equity (15), additionality (15), team experience (15), and potential for profitability (10), with a separate 10-point risk assessment.","ai_generated":true,"unit":"glorespar-000114#insight-4","date_modified":"2026-10-23"},{"text":"Winners receive a comprehensive support package to become \"funding-ready,\" which includes up to 24 hours of mentoring over three months, a Leadership Academy based on executive management practices, and connections to investors via an investor forum and pitching sessions.","ai_generated":true,"unit":"glorespar-000114#insight-5","date_modified":"2026-10-23"},{"text":"Projects that graduate from the challenge and meet pre-agreed criteria are eligible for next-stage funding to be used for implementation and scaling over a 12-month period.","ai_generated":true,"unit":"glorespar-000114#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","biodiversity","regenerative agriculture","climate finance","ecosystem service","circular economy"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["program guidelines"]},{"id":"glorespar-000115","url":"https://climateinsightsdirectory.org/document/glorespar-000115","title":"Resilient Agriculture Innovations for Nature (RAIN) Challenge Guidelines for Applicants","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"guide","language":"en","date_published":"2023-12-10","source_url":"https://www.globalresiliencepartnership.org/wp-content/uploads/2023/12/rain-guidelines-for-applicants_non-profit-2024-final-2.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The Resilient Agriculture Innovations for Nature (RAIN) challenge, a partnership between the Global Resilience Partnership (GRP) and Munich Re Foundation, seeks innovative agricultural solutions in East Africa. The program targets not-for-profit organizations, including NGOs and academia, to develop scalable, nature-positive initiatives that build resilience for vulnerable populations and protect biodiversity. Selected winners will receive tailored mentoring, leadership training through a Leadership Academy, communications support, and monitoring, evaluation and learning (MEL) assistance. Successful projects that graduate from the program and meet specific criteria will receive next-stage funding for implementation and scaling over a 12-month period. Applications are evaluated based on innovativeness, potential for impact, equity, scalability, viability, team composition, and risk.","ai_generated":true,"unit":"glorespar-000115#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The RAIN challenge is specifically targeted at not-for-profit organizations, including public entities, local civil society, international NGOs, and academia, operating within East Africa.","ai_generated":true,"unit":"glorespar-000115#insight-1","date_modified":"2026-10-23"},{"text":"Eligible initiatives must be 'nature positive', meaning they must build resilience for vulnerable communities, protect biodiversity, and avoid causing harm to ecosystems.","ai_generated":true,"unit":"glorespar-000115#insight-2","date_modified":"2026-10-23"},{"text":"The program provides a comprehensive support package for winners, including up to 24 hours of mentoring over three months, access to a Leadership Academy, and a customized social media toolkit.","ai_generated":true,"unit":"glorespar-000115#insight-3","date_modified":"2026-10-23"},{"text":"Financial rewards for winners are structured as next-stage funding for implementation and scaling over 12 months, provided they graduate from the challenge and meet pre-agreed criteria.","ai_generated":true,"unit":"glorespar-000115#insight-4","date_modified":"2026-10-23"},{"text":"Applications are scored out of 100 based on six primary criteria: innovativeness, potential for impact, equity, scalability, viability and sustainability, and team composition, with a final risk assessment (0-10 points).","ai_generated":true,"unit":"glorespar-000115#insight-5","date_modified":"2026-10-23"}],"climate_tags":["biodiversity","climate change adaptation","climate finance","regenerative agriculture","ecosystem service","circular economy"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["program guidelines"]},{"id":"glorespar-000079","url":"https://climateinsightsdirectory.org/document/glorespar-000079","title":"From Risk to Reward","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"report","language":"en","date_published":"2023-12","source_url":"https://www.globalresiliencepartnership.org/wp-content/uploads/2023/12/from-risk-to-reward-report.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report argues that climate adaptation is now a business imperative due to increasing physical risks and economic losses. It identifies three 'entry points' for private finance: 'Protect' (safeguarding existing assets and supply chains), 'Grow' (investing in early-stage and mature companies developing resilience technologies), and 'Participate' (co-investing in public sector infrastructure projects). The analysis highlights that adaptation investments can yield high benefit-to-cost ratios, particularly in emerging markets and developing economies (EMDEs), and that valuation multiples for resilience solution providers are promising, with a median of 9 times revenue.","ai_generated":true,"unit":"glorespar-000079#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Climate-related disasters caused economic losses exceeding $313 billion in 2022, and infrastructure investors could lose more than half of their global portfolios by 2050 if climate change continues unabated.","ai_generated":true,"unit":"glorespar-000079#insight-1","date_modified":"2026-10-23"},{"text":"Investments in adaptation and resilience measures often provide high returns; 80% of surveyed companies reported benefit-to-cost ratios (BCRs) between 2:1 and 15:1, with some water collection and storage measures reaching 53:1.","ai_generated":true,"unit":"glorespar-000079#insight-2","date_modified":"2026-10-23"},{"text":"Companies are increasingly using the Climate Disclosure Project (CDP) to report physical risks; approximately 25% of over 18,700 companies that filed in 2022 identified the financial materiality of physical risks and their management actions.","ai_generated":true,"unit":"glorespar-000079#insight-3","date_modified":"2026-10-23"},{"text":"The market for adaptation and resilience solutions is growing, with solution providers earning a median valuation multiple of 9 times revenue, and some reaching as high as 77 times revenue, particularly in field IoT for agriculture.","ai_generated":true,"unit":"glorespar-000079#insight-4","date_modified":"2026-10-23"},{"text":"Funding for adaptation and resilience solutions is diverse but concentrated, with food and agriculture accounting for 38% of tracked funding, followed by energy at 34%, health at 10%, and water at 4%.","ai_generated":true,"unit":"glorespar-000079#insight-5","date_modified":"2026-10-23"},{"text":"Public-private partnerships (PPPs) and blended finance are critical for de-risking investments in emerging markets and developing economies (EMDEs), providing catalytic capital and technical assistance to make projects bankable.","ai_generated":true,"unit":"glorespar-000079#insight-6","date_modified":"2026-10-23"},{"text":"The US government's PREPARE plan aims to help over 500 million people in developing countries adapt to climate change by 2030 through a whole-of-government effort involving 19 federal agencies.","ai_generated":true,"unit":"glorespar-000079#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","climate resilience","climate finance","Blended Finance","public–private partnership","regenerative agriculture","water security","infrastructure resilience","nature-based solutions","precision agriculture"],"geography_discussed":["Madagascar","Papua New Guinea","Southeast Asia","sub-Saharan Africa","United States","Thailand","Philippines","India","Mexico","Brazil","Malaysia","Australia","Peru","Germany","Zimbabwe","People's Republic of China"],"frame_perspective":[],"analysis_type":["business case analysis","financial transaction analysis","landscape analysis","case study"]},{"id":"glorespar-000096","url":"https://climateinsightsdirectory.org/document/glorespar-000096","title":"Informality and Equitable Urban Resilience","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"briefing","language":"en","date_published":"2023-12","source_url":"https://www.globalresiliencepartnership.org/wp-content/uploads/2024/02/insights-brief.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the role of urban informality—including unplanned settlements, unregistered economic activities, and unrecognized governance—in the context of rapid urbanization and climate change in southern Africa. It argues that while informality is often invisible or politically challenging, it provides critical services and livelihoods where formal systems fail. The brief recommends that city governments use 'bridging organizations' (such as NGOs and academic institutions) to mediate between formal and informal systems, create inclusive participatory spaces for innovative governance, and address the inequitable distribution of burdens and benefits associated with informal activities. Case studies from Cape Town, Malawi, Harare, and South African waste pickers illustrate how community-led responses and innovative finance can build resilience.","ai_generated":true,"unit":"glorespar-000096#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Sub-Saharan Africa is experiencing rapid urbanization and climate-driven migration, with the UN projecting that 60% of the population will live in cities by 2030. Climate change is expected to create up to 40 million climate migrants in the region under a 1.7°C warming scenario, a number that could more than double if warming reaches 2.5°C.","ai_generated":true,"unit":"glorespar-000096#insight-1","date_modified":"2026-10-23"},{"text":"Urban informality manifests in three primary ways: unplanned and unserviced human settlements lacking tenure security; unregistered and unincorporated economic activities lacking social protection; and social interaction and governance processes that are unrecognized or deemed illegitimate by government agencies.","ai_generated":true,"unit":"glorespar-000096#insight-2","date_modified":"2026-10-23"},{"text":"City governments can effectively engage with informality by utilizing 'bridging organizations'—such as NGOs, academic institutions, or community leaders—who possess legitimacy in both formal and informal systems and can negotiate sustainable solutions.","ai_generated":true,"unit":"glorespar-000096#insight-3","date_modified":"2026-10-23"},{"text":"Informal actors often provide essential urban services and resilience contributions that are not formally recognized or compensated. For example, in South Africa, waste pickers recycle up to 90% of post-consumer plastics and packaging, yet they lack public funding and protections for hazardous conditions.","ai_generated":true,"unit":"glorespar-000096#insight-4","date_modified":"2026-10-23"},{"text":"Community-led initiatives can bridge gaps in formal service delivery during crises, as seen in Cape Town where 'Community Action Networks' (CANs) organized via social media provided food and medical services during the COVID-19 pandemic, later evolving into the formal Western Cape Food Forum.","ai_generated":true,"unit":"glorespar-000096#insight-5","date_modified":"2026-10-23"},{"text":"In Malawi, the collaboration between Slum Dwellers International (SDI) and bridging organizations helped residents in Lilongwe, Mzuzu, and Blantyre develop disaster mitigation strategies after recurrent floods, leading local governments to contribute to a community-managed fund.","ai_generated":true,"unit":"glorespar-000096#insight-6","date_modified":"2026-10-23"}],"climate_tags":["urban resilience","climate change adaptation","informal housing","urbanization","sea level rise","climate finance","waste management","environmental justice"],"geography_discussed":["Cape Town","Malawi","Harare","Zimbabwe","South Africa","Johannesburg","City of Tshwane Metropolitan Municipality","Sasolburg"],"frame_perspective":[],"analysis_type":["literature review","case study analysis","policy recommendation"]},{"id":"glorespar-000108","url":"https://climateinsightsdirectory.org/document/glorespar-000108","title":"An application of photovoice in post-graduate studies","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"briefing","language":"en","date_published":"2023-12","source_url":"https://www.globalresiliencepartnership.org/wp-content/uploads/2024/01/photo-voice-brief-final.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document details a pedagogical application of Photovoice, a qualitative participatory research tool, within a post-graduate psychology course at the University of the Western Cape. Students used cameras to document defining elements of resilience in their communities, engaging in a process that included compulsory training on ethics and social justice, the creation of audiovisual reflective journals, and individual presentations. The project aimed to enhance students' research skills and cultural competence while challenging negative community narratives. This initiative is part of the Southern African Resilience Academy's (SARA) broader effort to develop a contextually grounded understanding of 'equitable resilience' in the Global South, specifically within Southern Africa, to address the gap in research typically dominated by high-income countries.","ai_generated":true,"unit":"glorespar-000108#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Photovoice methodology was implemented through a structured process involving compulsory training on ethics and restorative social justice, the collection of images and narratives, individual multimodal presentations, audiovisual reflective journaling, and interviews to define equitable resilience in the South African context.","ai_generated":true,"unit":"glorespar-000108#insight-1","date_modified":"2026-10-23"},{"text":"Students used the method to document diverse aspects of resilience, including the role of education in the Morningstar community, countering negative narratives in Scenery Park, Muslim resilience in Stellenbosch, family resilience during breast cancer, and communal responses to poverty in Mfuleni and Guguletu.","ai_generated":true,"unit":"glorespar-000108#insight-2","date_modified":"2026-10-23"},{"text":"The application of Photovoice served as a theoretical basis for students to engage with concepts such as participatory action-oriented approaches, counterstorytelling, and epistemic justice frameworks.","ai_generated":true,"unit":"glorespar-000108#insight-3","date_modified":"2026-10-23"},{"text":"The Southern African Resilience Academy (SARA) is utilizing these outputs to address a research gap where most studies on 'equitable resilience' originate from high-income countries, aiming instead to elucidate the construct within the context of the Global South and the Southern African Development Community (SADC).","ai_generated":true,"unit":"glorespar-000108#insight-4","date_modified":"2026-10-23"}],"climate_tags":["community resilience","emergency management"],"geography_discussed":["Stellenbosch","Mfuleni","Gugulethu","Scenery Park","Morningstar"],"frame_perspective":[],"analysis_type":["pedagogical application","qualitative research"]},{"id":"glorespar-000132","url":"https://climateinsightsdirectory.org/document/glorespar-000132","title":"Supporting transformations to a more sustainable and equitable future: Insights from seeds of change in African food systems","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"guide","language":"en","date_published":"2023-12","source_url":"https://www.globalresiliencepartnership.org/wp-content/uploads/2024/01/seeds_guidance-note-jan2024-spreads.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document analyzes 24 \"Seed\" initiatives across six African countries to understand how marginal, bottom-up projects can drive systemic transformation in food systems. It finds that while these initiatives effectively improve distributional equity—specifically through increased self-sufficiency for vulnerable groups and economic opportunities—they struggle to achieve procedural and recognitional equity. Major barriers include misaligned funding, poor public infrastructure, and restrictive socio-cultural dynamics. The report recommends that development partners move beyond direct financial aid to amplify networks, facilitate collaborations, and support the legal recognition of land ownership to foster deeper systemic change.","ai_generated":true,"unit":"glorespar-000132#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The project identified 24 Seed initiatives across six African countries, finding that the majority focus on food production and harvesting (20 initiatives), while others address food distribution (4), food waste and loss (4), food consumption (3), ecosystem functioning (2), the institutional environment (1), and food processing (1).","ai_generated":true,"unit":"glorespar-000132#insight-1","date_modified":"2026-10-23"},{"text":"Seed initiatives primarily impact distributional equity, with 22 of the 24 assessed initiatives contributing to this dimension. In contrast, procedural equity (7 initiatives) and recognitional equity (9 initiatives) were less common, indicating a struggle to achieve holistic equity impacts.","ai_generated":true,"unit":"glorespar-000132#insight-2","date_modified":"2026-10-23"},{"text":"The most frequent positive outcomes of these initiatives are increased self-sufficiency for vulnerable groups and improved economic competitiveness. Common practical benefits provided include skills development and income security, particularly for women, children, and youth.","ai_generated":true,"unit":"glorespar-000132#insight-3","date_modified":"2026-10-23"},{"text":"Three primary barriers hinder the impact of Seed initiatives: misaligned funding (affecting 17 initiatives), community dynamics (12 initiatives), and poor or unreliable public infrastructure and services such as water, electricity, and roads (10 initiatives).","ai_generated":true,"unit":"glorespar-000132#insight-4","date_modified":"2026-10-23"},{"text":"Collaboration is identified as a critical strategy for overcoming barriers and is often the primary driver for the emergence of new Seed initiatives, which frequently form through partnerships between individuals or organizations.","ai_generated":true,"unit":"glorespar-000132#insight-5","date_modified":"2026-10-23"},{"text":"There is a significant gap in achieving systemic changes such as land ownership and legal recognition, as many Seeds focus on providing easily-generated benefits that have limited potential for deep systemic transformation.","ai_generated":true,"unit":"glorespar-000132#insight-6","date_modified":"2026-10-23"}],"climate_tags":["food system","regenerative agriculture","agroecology","biodiversity","climate resilience"],"geography_discussed":["South Africa","Kenya","Ghana","Malawi","Benin","Zambia"],"frame_perspective":[],"analysis_type":["case study synthesis","qualitative analysis"]}]}