{"query_echo":{"q":"","filters":{"organization":["Global Resilience Partnership"]},"warnings":[]},"total":{"value":151,"relation":"eq"},"page":4,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?organization=global-resilience-partnership&page=4","next":"https://climateinsightsdirectory.org/api/v1/search?organization=global-resilience-partnership&page=5","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-000035","url":"https://climateinsightsdirectory.org/document/glorespar-000035","title":"From Debt Cycle to Self-Resilience: A Story from the Small Village of Datinakhali","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"case study","language":"en","date_published":"2023-02-27","source_url":"https://www.globalresiliencepartnership.org/from-debt-cycle-to-self-resilience-a-story-from-the-small-village-of-datinakhali/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"In Datinakhali, Bangladesh, frequent extreme weather events like cyclones and flash floods have trapped residents in a debt cycle with loan sharks. To counter this, World Vision established the Samabay Samiti, a cooperative fund committee where female members save weekly to access low-interest microloans and receive business training. The initiative has enabled members, such as Swapna Parvin, to establish diversified livelihoods in cosmetics and build household assets, leading to the program's expansion and a trial collaboration with BRAC.","ai_generated":true,"unit":"glorespar-000035#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The village of Datinakhali faces a 'vicious cycle of debt' because the increasing frequency of climate-driven events—including cyclones, river erosions, and flash floods—prevents residents from recovering assets before the next disaster strikes, forcing them to rely on high-interest loan sharks for urgent financial support.","ai_generated":true,"unit":"glorespar-000035#insight-1","date_modified":"2026-10-23"},{"text":"World Vision implemented the Samabay Samiti, a cooperative fund consisting of 8 groups of 20–25 women each. Members contribute between 50 and 250 BDT weekly, and loans are capped at three times a member's monthly savings, with a repayment interest rate of 50 taka per month per 1000 taka over a 3-month period.","ai_generated":true,"unit":"glorespar-000035#insight-2","date_modified":"2026-10-23"},{"text":"Diversification of livelihoods through business training and micro-capital has enabled individuals to achieve self-resilience. For example, Swapna Parvin established a cosmetics and hygiene product business that generates a profit of 600–700 Taka for every 1000 Taka of product sold, allowing her to save 10,000–12,000 BDT monthly.","ai_generated":true,"unit":"glorespar-000035#insight-3","date_modified":"2026-10-23"},{"text":"The success of the Samabay Samiti has led to its expansion to 20–30 groups and a trial collaboration with the NGO BRAC to provide further microcredit to members.","ai_generated":true,"unit":"glorespar-000035#insight-4","date_modified":"2026-10-23"}],"climate_tags":["climate crisis","sea level rise","extreme weather event","tropical cyclone","flash flood","microfinance","community resilience"],"geography_discussed":["Sundarbans","Shyamnagar Upazila"],"frame_perspective":[],"analysis_type":["case study"]},{"id":"glorespar-000144","url":"https://climateinsightsdirectory.org/document/glorespar-000144","title":"Banishanta Bangladesh local weathercasters combat climate change","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"case study","language":"en","date_published":"2023-02-14","source_url":"https://www.globalresiliencepartnership.org/banishanta-bangladesh-local-weathercasters-combat-climate-change/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"In Banishanta village, Khulna district, farmers have formed the Banishanta Weather Club to combat the impacts of cyclones, floods, and high salinity. Supported by the NGO Bangladesh Environment and Development Society (BEDS) and the Delta Research Initiative (DRI), the community uses digital tools, smartphone apps, and a Facebook messenger group called 'Banishanta Climate School' to access weather forecasts and agro-advisories. This locally led adaptation approach allows farmers to make informed decisions on sowing and irrigation, reducing the economic costs of climatic disasters and improving livelihoods for smallholder farmers and the Banojibi community.","ai_generated":true,"unit":"glorespar-000144#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Coastal communities in Banishanta village face severe agricultural and livelihood disruptions due to high salinity and extreme weather events, including cyclones, storm surges, and floods, which have rendered traditional weather prediction methods ineffective.","ai_generated":true,"unit":"glorespar-000144#insight-1","date_modified":"2026-10-23"},{"text":"The Bangladesh Environment and Development Society (BEDS), under the Delta Research Initiative (DRI) project funded by the GNDR, trained 7,000 farmers in Dacope Upazila to use smartphone apps and social media for accessing climate information.","ai_generated":true,"unit":"glorespar-000144#insight-2","date_modified":"2026-10-23"},{"text":"The Banishanta Weather Club and the 'Banishanta Climate School' Facebook messenger group enable farmers to receive timely weather predictions and agro-advisories, allowing them to optimize seed sowing and irrigation to prevent crop failure.","ai_generated":true,"unit":"glorespar-000144#insight-3","date_modified":"2026-10-23"},{"text":"The initiative is characterized as a model of locally led adaptation because it shifts control of weather monitoring to the community, thereby increasing the adaptive capacity of smallholder farmers and the Banojibi community.","ai_generated":true,"unit":"glorespar-000144#insight-4","date_modified":"2026-10-23"}],"climate_tags":["Climate information service","Community based adaptation","climate change adaptation","smallholder","tropical cyclone","storm surge","flood","disaster risk reduction","sustainable development"],"geography_discussed":["Khulna District","Dacope Upazila","Sundarbans"],"frame_perspective":[],"analysis_type":["case study"]},{"id":"glorespar-000038","url":"https://climateinsightsdirectory.org/document/glorespar-000038","title":"Months of persistent action: Kamarkhali’s fight to save their village from riverbank erosion","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"case study","language":"en","date_published":"2023-01-16","source_url":"https://www.globalresiliencepartnership.org/months-of-persistent-action-kamarkhalis-fight-to-save-their-village-from-riverbank-erosion/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The community of Kamarkhali, located along the Someshwari River in Bangladesh, faced accelerating riverbank erosion that destroyed homes and culturally significant sites. After unsuccessful attempts to build their own bamboo and sandbag embankments, the community formed the Kamarkhali Someshwari Riverbank Erosion Resistance Committee and engaged in non-violent civil resistance, including human chains and social media campaigns. These efforts eventually pressured the Bangladesh Water Development Board to construct a sandbag embankment between February and April 2021. While this protected the village during record-breaking floods in June 2022, residents argue that only a concrete or stone embankment will provide long-term security and that government-scaled sand mining in the river continues to exacerbate erosion.","ai_generated":true,"unit":"glorespar-000038#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Riverbank erosion in Kamarkhali has increased over the last decade, resulting in the loss of approximately 15 feet of land during the 2014 floods, 55 feet between 2014 and 2022, and 20 feet during the 2020 floods. This erosion destroyed houses, roads, shops, and cultural sites, including a Hindu temple and a 150-year-old Banyan tree.","ai_generated":true,"unit":"glorespar-000038#insight-1","date_modified":"2026-10-23"},{"text":"The community's self-organized attempts to mitigate erosion were initially unsuccessful; a bamboo embankment built after the June 2020 floods was washed away, and a subsequent sandbag embankment was also destroyed by the water.","ai_generated":true,"unit":"glorespar-000038#insight-2","date_modified":"2026-10-23"},{"text":"Following a campaign of non-violent civil resistance—which included a 500-person human chain and social media mobilization by the youth group Jubo Shakti—the Bangladesh Water Development Board of the Netrokona District constructed a sandbag embankment from February to April 2021.","ai_generated":true,"unit":"glorespar-000038#insight-3","date_modified":"2026-10-23"},{"text":"While the 2021 embankment protected the village during record-breaking rainfall and floods in June 2022, residents believe it is a temporary solution and advocate for a concrete or stone embankment to ensure long-term protection.","ai_generated":true,"unit":"glorespar-000038#insight-4","date_modified":"2026-10-23"},{"text":"The community identifies two primary drivers of their vulnerability: high rainfall in the Meghalaya region and government-scaled sand mining in the Someshwari River, which is believed to accelerate erosion and cause air and sound pollution.","ai_generated":true,"unit":"glorespar-000038#insight-5","date_modified":"2026-10-23"}],"climate_tags":["bank erosion","flood","Community based adaptation","climate change"],"geography_discussed":["Meghalaya","Gaokandia Union","Netrokona District","India"],"frame_perspective":[],"analysis_type":["case study"]},{"id":"glorespar-000008","url":"https://climateinsightsdirectory.org/document/glorespar-000008","title":"Sundarbans Bangladesh: Locally led mangrove nursery brings ecological and economic benefits in a changing climate","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"case study","language":"en","date_published":"2023-01-09","source_url":"https://www.globalresiliencepartnership.org/sundarbans-bangladesh-locally-led-mangrove-nursery-brings-ecological-and-economic-benefits-in-a-changing-climate/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document details how the local NGO BEDS transitioned women in the Sundarbans from using mangrove seeds as cooking fuel to establishing community-led nurseries. This shift has provided economic empowerment for women, such as Nomita Mondol, and increased mangrove coverage in the region to combat climate risks like cyclones and salinity.","ai_generated":true,"unit":"glorespar-000008#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Bangladesh Environments and Development Society (BEDS) implemented a community-based adaptation strategy by training women to establish mangrove nurseries, providing tools such as bamboo, netting for fencing, shading facilities, and water irrigation systems.","ai_generated":true,"unit":"glorespar-000008#insight-1","date_modified":"2026-10-23"},{"text":"The initiative provided significant economic benefits to local women; in 2021, five women in Paschim Dhangmari collectively earned BDT 200,000 from selling saplings, with one individual earning BDT 60,000.","ai_generated":true,"unit":"glorespar-000008#insight-2","date_modified":"2026-10-23"},{"text":"BEDS expanded its program to include a Central Mangrove Nursery in Amtola village, which has the capacity to raise approximately 1,000,000 mangrove saplings simultaneously.","ai_generated":true,"unit":"glorespar-000008#insight-3","date_modified":"2026-10-23"},{"text":"The program has led to increased mangrove coverage in the region, benefiting coastal communities ecologically and economically while empowering women to overcome societal taboos and gender biases.","ai_generated":true,"unit":"glorespar-000008#insight-4","date_modified":"2026-10-23"}],"climate_tags":["Mangrove restoration","Community based adaptation","climate finance","coastal management","tropical cyclone","climate justice"],"geography_discussed":["Paschim Dhangmari","Dacope Upazila","Khulna District","Mathurapur","Shyamnagar Upazila","Satkhira District","Amtola"],"frame_perspective":[],"analysis_type":["case study"]},{"id":"glorespar-000070","url":"https://climateinsightsdirectory.org/document/glorespar-000070","title":"Did the Global COVID-19 Recovery Address Climate Adaptation and Resilience? An Analysis of Sixty-Seven Countries","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"report","language":"en","date_published":"2023","source_url":"https://www.globalresiliencepartnership.org/wp-content/uploads/2024/02/covid-19-recovery-climate-adaptation-resilience-report.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The analysis reveals that only 24% of the 67 sampled countries demonstrated a climate risk responsive recovery. A significant paradox was identified: a country's income level was a stronger determinant of whether it used COVID-19 funds for adaptation than its actual climate vulnerability. High-income countries were more likely to integrate physical climate risks into their recovery plans, while the most vulnerable countries were the least likely to do so, with only Kenya and Vanuatu among the 20 most vulnerable countries approving explicit adaptation actions. Most responsive measures focused on water resources management, disaster prevention, infrastructure, and nature-based solutions, primarily targeting drought and flooding.","ai_generated":true,"unit":"glorespar-000070#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Only 16 of the 67 analyzed countries (24%) exhibited a climate risk responsive recovery, defined as articulating a high-level goal to build climate resilience, approving concrete adaptation actions for specific physical climate risks, or both.","ai_generated":true,"unit":"glorespar-000070#insight-1","date_modified":"2026-10-23"},{"text":"There is a disconnect between climate vulnerability and recovery actions; the most vulnerable countries were significantly less likely to integrate climate resilience into their pandemic spending than the least vulnerable.","ai_generated":true,"unit":"glorespar-000070#insight-2","date_modified":"2026-10-23"},{"text":"National income was a primary driver of adaptation integration: 42% of high-income countries approved resilience-building measures, whereas no low-income countries and only 21% of lower-middle-income countries did so.","ai_generated":true,"unit":"glorespar-000070#insight-3","date_modified":"2026-10-23"},{"text":"Countries that established high-level policy commitments or goals for climate adaptation were more likely to implement concrete actions against physical climate risks during their recoveries.","ai_generated":true,"unit":"glorespar-000070#insight-4","date_modified":"2026-10-23"},{"text":"The majority of climate-responsive recovery measures focused on four main areas: water resources management, disaster prevention, infrastructure, and nature-based solutions, with a primary focus on managing floods and droughts.","ai_generated":true,"unit":"glorespar-000070#insight-5","date_modified":"2026-10-23"},{"text":"High- and upper-middle-income countries predominantly used direct investment for adaptation, while lower-middle-income countries relied more on diverse instruments, with only one country (Cambodia) using monetary policy and one (Mongolia) using fiscal measures.","ai_generated":true,"unit":"glorespar-000070#insight-6","date_modified":"2026-10-23"},{"text":"While 91% of the sampled countries considered distributional equity in their general recovery measures (targeting women, youth, elderly, or informal workers), these measures were typically broad-based and not specifically tied to building the climate resilience of those groups.","ai_generated":true,"unit":"glorespar-000070#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","climate resilience","climate finance","nature-based solutions","water management","food security","infrastructure","climate change vulnerability"],"geography_discussed":["Kenya","Canada","France","Italy","Mongolia","United Kingdom","United States","European Union","Cambodia","South Africa","Fiji","Philippines"],"frame_perspective":[],"analysis_type":["policy analysis","comparative study"]},{"id":"glorespar-000117","url":"https://climateinsightsdirectory.org/document/glorespar-000117","title":"Resilience Evidence Forum 2023 Synthesis Report","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"report","language":"en","date_published":"2023","source_url":"https://www.globalresiliencepartnership.org/wp-content/uploads/2023/09/ref_synthesis-report.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Resilience Evidence Forum 2023 Synthesis Report outlines a multi-scalar approach to building resilience, focusing on people, communities, urban systems, socio-ecological systems, and market systems. It emphasizes the transition from top-down measurement to co-produced evidence that integrates local and Indigenous knowledge with scientific data. The report identifies critical gaps in funding for climate resilience—noting that less than $50 billion is spent annually against needs of $160-340 billion—and advocates for gender-transformative approaches, integrated health and nutrition systems, and the use of mixed-methods to capture transformative, long-term outcomes rather than just short-term recovery.","ai_generated":true,"unit":"glorespar-000117#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a significant funding gap for climate resilience; while annual needs are estimated between $160 billion and $340 billion, actual spending is less than $50 billion, with the private sector contributing less than 2%.","ai_generated":true,"unit":"glorespar-000117#insight-1","date_modified":"2026-10-23"},{"text":"Resilience evidence is evolving to recognize lived experiences and Indigenous knowledge as core components, though this creates tensions in standardizing indicators and balancing evidence legitimacy with salience.","ai_generated":true,"unit":"glorespar-000117#insight-2","date_modified":"2026-10-23"},{"text":"In urban systems, community-led data collection in informal settlements is robust, but there is a persistent trust deficit between these evidence producers and the municipalities or funders who use the data.","ai_generated":true,"unit":"glorespar-000117#insight-3","date_modified":"2026-10-23"},{"text":"Socio-ecological resilience (SER) requires a justice and equity lens to identify barriers and leverage points, as power dynamics mediate resilience capacities and nature cannot be treated as separate from people.","ai_generated":true,"unit":"glorespar-000117#insight-4","date_modified":"2026-10-23"},{"text":"Market systems resilience is inextricably linked to the resilience of the communities they serve, with local private sector actors often proving more resilient than larger counterparts during shocks due to closer feedback mechanisms.","ai_generated":true,"unit":"glorespar-000117#insight-5","date_modified":"2026-10-23"},{"text":"Gender-transformative approaches are necessary to address the disproportionate impact of climate hazards on women, as traditional resilience programming often overlooks gendered roles in food systems and labor intensity under heat stress.","ai_generated":true,"unit":"glorespar-000117#insight-6","date_modified":"2026-10-23"},{"text":"Health resilience is often neglected in multisectoral programming, yet it is fundamental to economic and social resilience; there is a specific need for anticipatory surge capacity to manage acute malnutrition and health emergencies.","ai_generated":true,"unit":"glorespar-000117#insight-7","date_modified":"2026-10-23"},{"text":"Agricultural productivity is a primary driver of rural economic development, where a 1% growth in agriculture in developing countries can stimulate industrial growth by 1.0% to 1.3%.","ai_generated":true,"unit":"glorespar-000117#insight-8","date_modified":"2026-10-23"},{"text":"Economic migration should be reframed as an adaptive opportunity rather than a failure, as it can lead to improved living conditions, asset accumulation, and poverty reduction through remittances.","ai_generated":true,"unit":"glorespar-000117#insight-9","date_modified":"2026-10-23"},{"text":"In conflict-affected areas, cash transfers and psychosocial interventions have shown positive effects, but there is a lack of evidence on transformative resilience that goes beyond simply 'bouncing back'.","ai_generated":true,"unit":"glorespar-000117#insight-10","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","climate resilience","nature-based solutions","ecosystem-based adaptation","food system","social protection","Community based adaptation","urban resilience","climate finance","loss and damage"],"geography_discussed":["South Africa","Kenya","Zimbabwe","India","Ethiopia","Niger","Nepal","Democratic Republic of the Congo","Mali","Syria","Madagascar"],"frame_perspective":[],"analysis_type":["synthesis","evidence review","policy framework"]},{"id":"glorespar-000031","url":"https://climateinsightsdirectory.org/document/glorespar-000031","title":"End of Year Letter to our Partners and Collaborators","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"statement","language":"en","date_published":"2022-12-21","source_url":"https://www.globalresiliencepartnership.org/end-of-year-letter-to-our-partners-and-collaborators/","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 2022 efforts to bridge funding and measurement gaps in climate resilience. Key activities include the Innovative Finance for Resilience initiative in Uganda and Sudan, the RAIN Challenge for agriculture in East Africa, and the launch of the PREPARE Call to Action for the private sector at COP27. The GRP also coordinated the COP Resilience Hub, which engaged 15,000 people, and advanced South-to-South Resilience Academies focusing on food systems in southern Africa and Loss and Damage in South Asia.","ai_generated":true,"unit":"glorespar-000031#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The GRP manages several targeted resilience initiatives, including the Innovative Finance for Resilience project providing small-scale farmers in Uganda and Sudan with access to fairly-priced loans, and the Resilient Agriculture Innovations for Nature (RAIN) Challenge aimed at entrepreneurs in East Africa.","ai_generated":true,"unit":"glorespar-000031#insight-1","date_modified":"2026-10-23"},{"text":"At COP27, the GRP, USAID, and the U.S. Presidential Envoy for Climate launched the PREPARE Call to Action, which has been joined by ten private sector companies: Google, Gro Intelligence, Marsh McLennan, Mastercard, Meta, Microsoft, Pegasus Capital Advisors, PepsicCo., WTW, and SAP.","ai_generated":true,"unit":"glorespar-000031#insight-2","date_modified":"2026-10-23"},{"text":"The GRP operates South-to-South Resilience Academies that utilize transdisciplinary teams from the Global South; in 2022, the Southern African academy focused on food systems transformations and the South Asian academy focused on Loss and Damage.","ai_generated":true,"unit":"glorespar-000031#insight-3","date_modified":"2026-10-23"},{"text":"The COP Resilience Hub served as a central mobilization point during COP27, engaging over 10,000 in-person and 5,000 online participants to increase ambition and investment in climate adaptation and resilience.","ai_generated":true,"unit":"glorespar-000031#insight-4","date_modified":"2026-10-23"},{"text":"The GRP is diversifying its organizational structure to be more southern-led, which includes appointing a chair and deputy chair of its Advisory Council from Global South organizations and registering as a non-profit in South Africa.","ai_generated":true,"unit":"glorespar-000031#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate resilience","climate finance","coastal management","loss and damage","Community based adaptation"],"geography_discussed":["Uganda","Sudan","East Africa","Southern Africa","South Asia","South Africa"],"frame_perspective":[],"analysis_type":["organizational report"]},{"id":"glorespar-000046","url":"https://climateinsightsdirectory.org/document/glorespar-000046","title":"Indicator-based tools for assessing ocean risks and vulnerabilities","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"briefing","language":"en","date_published":"2022-12-19","source_url":"https://www.globalresiliencepartnership.org/resource/indicator-based-tools-for-assessing-ocean-risks-and-vulnerabilities/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"This briefing provides an overview of indicator-based tools used to assess ocean risks and vulnerabilities, based on a systematic review of grey literature and peer-reviewed articles. It highlights a tendency to focus on climate change over other risks and notes significant data gaps in specific developing regions.","ai_generated":true,"unit":"glorespar-000046#summary","date_modified":"2026-08-17"},"key_insights":[{"text":"The systematic review of indicator-based tools revealed that there is an uneven focus on specific risks, with climate change being disproportionately emphasized compared to other ocean risks. Furthermore, most studies fail to account for the cumulative impacts and complex interlinkages between different risk types.","ai_generated":true,"unit":"glorespar-000046#insight-1","date_modified":"2026-08-17"},{"text":"Significant data gaps hinder the assessment of risks in coastal least developed countries (LDCs) and small island developing states (SIDS) within Sub-Saharan Africa.","ai_generated":true,"unit":"glorespar-000046#insight-2","date_modified":"2026-08-17"},{"text":"Future research priorities include developing methods to understand cumulative impacts from multiple stressors, implementing regular socioeconomic and environmental surveys in data-poor areas, and utilizing data-poor assessment methods like fuzzy logic to address data challenges.","ai_generated":true,"unit":"glorespar-000046#insight-3","date_modified":"2026-08-17"}],"climate_tags":["climate change","ocean economy","risk assessment","vulnerability"],"geography_discussed":["sub-Saharan Africa"],"frame_perspective":[],"analysis_type":["Systematic Review"]},{"id":"glorespar-000011","url":"https://climateinsightsdirectory.org/document/glorespar-000011","title":"Changing with the Tides of Change: A Women's Group Journey Towards Climate Resilience","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"case study","language":"en","date_published":"2022-12-12","source_url":"https://www.globalresiliencepartnership.org/changing-with-the-tides-of-change-a-womens-group-journey-towards-climate-resilience/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Twezimbe Women’s Group in Uganda's Kalungu district adopted a solar power irrigation system to mitigate the impact of drought and unpredictable rainfall on their horticultural projects. Despite initial losses and challenges with land access and pests, the group diversified their crops and established a year-round production cycle to support their catering business. The group now advocates for increased financial support, capacity building for value addition, and gender-sensitive adaptation strategies.","ai_generated":true,"unit":"glorespar-000011#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Twezimbe Women’s Group adopted a solar power irrigation initiative supported by the Ugandan government, the Food and Agricultural Organization (FAO), and the European Union to combat the effects of drought and unpredictable rainfall patterns that hindered their ability to supply vegetables for their catering services.","ai_generated":true,"unit":"glorespar-000011#insight-1","date_modified":"2026-10-23"},{"text":"The group overcame a significant eligibility barrier by negotiating a five-year contract with a district councillor to access a 2-acre piece of land near a permanent wetland, as they did not own the required land themselves.","ai_generated":true,"unit":"glorespar-000011#insight-2","date_modified":"2026-10-23"},{"text":"Initial attempts at large-scale tomato farming resulted in losses due to high input costs, pest infestations (specifically snails), and low market prices. In response, the group diversified their production to include green peppers, Irish potatoes, collard greens, eggplants, and garden eggs.","ai_generated":true,"unit":"glorespar-000011#insight-3","date_modified":"2026-10-23"},{"text":"The solar irrigation system allows the group to maintain a constant water supply and plant throughout the year, enabling them to meet high market demand for tomatoes during dry spells.","ai_generated":true,"unit":"glorespar-000011#insight-4","date_modified":"2026-10-23"},{"text":"The group identified gender-specific challenges in climate adaptation, noting that women faced greater difficulty than men in clearing land for pump construction and transporting mulching grass.","ai_generated":true,"unit":"glorespar-000011#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate resilience","drought","climate finance"],"geography_discussed":["Bunyoro region"],"frame_perspective":[],"analysis_type":["case study"]},{"id":"glorespar-000111","url":"https://climateinsightsdirectory.org/document/glorespar-000111","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":"2022-11-12","source_url":"https://www.globalresiliencepartnership.org/wp-content/uploads/2022/11/rain-guidelines-for-applicants-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 Shockwave Foundation, supports agricultural entrepreneurs in East Africa. The program identifies seed-level innovative ideas that build resilience and protect biodiversity, providing winners with mentoring, leadership training, and investment brokering to make their projects 'funding-ready'. Between 6 and 10 winners will be selected based on criteria including impact, innovation, equity, and profitability, receiving support from March to December 2023 and potential next-stage funding for implementation and scaling.","ai_generated":true,"unit":"glorespar-000111#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The RAIN challenge targets agricultural innovations in East Africa, specifically Burundi, Ethiopia, Kenya, Rwanda, Tanzania, and Uganda, to convert seed-level ideas into sustainable businesses that attract private investors.","ai_generated":true,"unit":"glorespar-000111#insight-1","date_modified":"2026-10-23"},{"text":"Eligible solutions must be 'nature positive', meaning they do not cause harm, are climate smart, build resilience, and provide active benefits such as biodiversity gains, CO2 capture, or the promotion of a circular economy.","ai_generated":true,"unit":"glorespar-000111#insight-2","date_modified":"2026-10-23"},{"text":"Winners of the challenge will receive a comprehensive support package including up to 24 hours of mentoring over three months, communications support via a social media toolkit, and access to a Leadership Academy based on executive management development practices.","ai_generated":true,"unit":"glorespar-000111#insight-3","date_modified":"2026-10-23"},{"text":"The selection process involves screening for eligibility and a scoring system (maximum 100 points) based on potential for impact (20), level of innovation (15), equity (15), additionality (15), team experience (15), potential for profitability (10), and risk (10).","ai_generated":true,"unit":"glorespar-000111#insight-4","date_modified":"2026-10-23"},{"text":"Between 6 and 10 winners will be selected from applicants scoring above 60 points. Those who graduate from the challenge and meet pre-agreed criteria will receive next-stage funding for implementation and scaling over a 12-month period.","ai_generated":true,"unit":"glorespar-000111#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","biodiversity","regenerative agriculture","climate finance","circular economy"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["program guidelines"]},{"id":"glorespar-000032","url":"https://climateinsightsdirectory.org/document/glorespar-000032","title":"Lucy Lemashisha: The Face of Resilience for Kenya's Maasai Community","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"case study","language":"en","date_published":"2022-09-08","source_url":"https://www.globalresiliencepartnership.org/lucy-lemashisha-the-face-of-resilience-for-kenyas-maasai-community/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The document details how Lucy Lemashisha and the Rural Women Network (RWN) established the Climate Resilience and Learning Center in Kajiado County, Kenya, to combat the effects of recurrent drought and famine on the Maasai community. By promoting climate-smart agriculture, rainwater harvesting, and alternative income sources, the initiative has improved food security and shifted patriarchal power dynamics, enabling women to take leadership roles in climate justice and local governance.","ai_generated":true,"unit":"glorespar-000032#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Recurrent drought and famine in Kajiado County have severely impacted the Maasai community, particularly women and children, by decimating livestock and causing the highest percentage of childhood malnutrition in the county. The shift to erratic rainfall has also increased human-wildlife conflicts as animals move from national parks into Maasai pastures.","ai_generated":true,"unit":"glorespar-000032#insight-1","date_modified":"2026-10-23"},{"text":"Established in 2014, the Climate Resilience and Learning Center supports community-driven adaptation through the 'Trainers of Farmers' (ToFs) model. Over 560 women have been trained in climate-smart and conservation agriculture, beekeeping, small-scale farming of crops and livestock, and improved beadwork for sale to tourists.","ai_generated":true,"unit":"glorespar-000032#insight-2","date_modified":"2026-10-23"},{"text":"The initiative has challenged traditional patriarchal structures in the Maasai community, leading to women occupying leadership positions and appointments on county government task committees, including those focused on climate justice and the prevention of Female Genital Mutilation (FGM).","ai_generated":true,"unit":"glorespar-000032#insight-3","date_modified":"2026-10-23"},{"text":"Several barriers hinder the scaling of the center's impact, including a lack of sustainable funding for expert engagement, low literacy levels requiring the translation of English materials into local languages, and a lack of available public sector extension and advisory services.","ai_generated":true,"unit":"glorespar-000032#insight-4","date_modified":"2026-10-23"}],"climate_tags":["Climate-smart agriculture","rainwater harvesting","climate justice","food security","Community based adaptation","drought"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["case study"]},{"id":"glorespar-000036","url":"https://climateinsightsdirectory.org/document/glorespar-000036","title":"Tanzania: Beekeeping for Sustainable Livelihoods and Climate Resilience","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"case study","language":"en","date_published":"2022-08-08","source_url":"https://www.globalresiliencepartnership.org/tanzania-beekeeping-for-sustainable-livelihoods-and-climate-resilience/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document details the experience of the Mashujaa group, a collective of young women in Uhamaka, Tanzania, who transitioned from sunflower and maize cultivation to beekeeping after erratic rainfall patterns led to repeated crop failures. With technical support from SEMA and SNV, the group implemented modern beehives, increasing honey production from 5-7 litres per hive to 20 litres. Despite initial community opposition based on gender stereotypes, the initiative has improved the economic and social status of the members, providing a model for locally-led adaptation and the importance of climate-smart technology for smallholder farmers.","ai_generated":true,"unit":"glorespar-000036#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In the Singida region of Tanzania, erratic and inconsistent rainfall patterns, with annual totals between 500 and 800 mm, negatively impact the agricultural sector, food supply, biodiversity, and livelihoods, sometimes leading to family displacement and poverty.","ai_generated":true,"unit":"glorespar-000036#insight-1","date_modified":"2026-10-23"},{"text":"The Mashujaa group of young women shifted from cultivating sunflower and maize to beekeeping because crop production was consistently low due to climate change, whereas beekeeping is more profitable and less affected by climate variability.","ai_generated":true,"unit":"glorespar-000036#insight-2","date_modified":"2026-10-23"},{"text":"Technical support and training provided by the Sustainable Environment Management Action (SEMA) and the Foundation of Netherlands Volunteers (SNV) enabled the group to transition from local beehives producing 5-7 litres of honey to modern beehives producing 20 litres.","ai_generated":true,"unit":"glorespar-000036#insight-3","date_modified":"2026-10-23"},{"text":"The initiative faced social barriers as community members initially viewed beekeeping activities, such as climbing trees to install hives, as unfit for women; however, the group's success has since positioned them as role models.","ai_generated":true,"unit":"glorespar-000036#insight-4","date_modified":"2026-10-23"},{"text":"The case highlights the necessity of disseminating climate-smart technology to smallholder farmers and providing entrepreneurship programs and mentorship to youth and female-led groups to combat the effects of climate variability on agricultural productivity.","ai_generated":true,"unit":"glorespar-000036#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate change","climate resilience","smallholder","Community based adaptation","agricultural productivity"],"geography_discussed":["Q25618575","Kenya"],"frame_perspective":[],"analysis_type":["case study"]},{"id":"glorespar-000097","url":"https://climateinsightsdirectory.org/document/glorespar-000097","title":"Insights for food systems transformation from southern Africa","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"report","language":"en","date_published":"2022-08","source_url":"https://www.globalresiliencepartnership.org/wp-content/uploads/2022/09/insights-for-food-systems-transformation_overview.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report highlights the urgent need for food systems transformation in southern Africa due to climate change, population growth, and high rates of malnutrition. It reviews key 2021 global and regional events—including the UN Food Systems Summit, the AGRF Summit, and COP26—to identify national entry points for action across southern African states, emphasizing the water-energy-food (WEF) nexus and the role of youth and ecosystem restoration.","ai_generated":true,"unit":"glorespar-000097#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Food systems in southern Africa are severely impacted by climate change and population growth, with agriculture's dependence on predictable rainfall making the region vulnerable to increasing temperatures and extreme weather events.","ai_generated":true,"unit":"glorespar-000097#insight-1","date_modified":"2026-10-23"},{"text":"Sub-Saharan Africa faces critical water stress in the next 25-50 years, with 230 million people (16% of the projected population) expected to live in water scarce areas, including South Africa and Malawi, and 460 million (32%) in water stressed areas, including Mozambique, Zimbabwe, Lesotho, Eswatini, and Tanzania.","ai_generated":true,"unit":"glorespar-000097#insight-2","date_modified":"2026-10-23"},{"text":"Southern African food systems are characterized by significant challenges, including a 12% acute food insecurity rate, high stunting rates (over 30% in 11 of 16 SADC member countries), and the loss of approximately one-third of all food produced in the supply chain.","ai_generated":true,"unit":"glorespar-000097#insight-3","date_modified":"2026-10-23"},{"text":"The 2021 African Green Revolution Forum (AGRF) summit identified critical pathways for transformation, including improving post-harvest technologies and cold chains, increasing renewable energy access, and making rural employment more attractive to youth, who make up nearly 60% of Africa's population under 25.","ai_generated":true,"unit":"glorespar-000097#insight-4","date_modified":"2026-10-23"},{"text":"The UN Food Systems Summit (UNFSS) provided specific national entry points for southern African countries, such as promoting indigenous crops in Namibia, improving irrigation and animal disease control in Zambia, and enhancing mangrove recovery in Mozambique.","ai_generated":true,"unit":"glorespar-000097#insight-5","date_modified":"2026-10-23"},{"text":"While food systems were not prominent in the main COP26 agenda, the Glasgow Climate Pact recognized the need to protect and restore nature and ecosystems, and the Koronivia joint work on agriculture continued to address agriculture through a climate lens.","ai_generated":true,"unit":"glorespar-000097#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate resilience","ecological restoration","biodiversity loss","greenhouse gas emissions","Climate-smart agriculture"],"geography_discussed":["South Africa","Malawi","Mozambique","Zimbabwe","Lesotho","Eswatini","Tanzania","Namibia","Democratic Republic of the Congo","Zambia","Angola","Botswana","Comoros","Mauritius","Madagascar","Seychelles","Kenya"],"frame_perspective":[],"analysis_type":["policy review","contextual analysis"]},{"id":"glorespar-000098","url":"https://climateinsightsdirectory.org/document/glorespar-000098","title":"Insights for food systems transformation from southern Africa","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"report","language":"en","date_published":"2022-08","source_url":"https://www.globalresiliencepartnership.org/wp-content/uploads/2022/09/insights-for-food-systems-transformation_sara-outcomes.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report outlines a framework for food systems transformation in southern Africa, emphasizing the need for a water-energy-food (WEF) nexus approach, the integration of indigenous knowledge, and the empowerment of women and youth. It identifies key leverage points for change, such as governance reform, sustainable rural livelihoods, and the adoption of climate-smart agriculture. The document recommends shifting from siloed sectoral approaches to systemic, multi-sectoral governance and suggests using 'futuring' methodologies to identify 'Seeds of Change'—small-scale innovative projects that can be upscaled to build regional resilience.","ai_generated":true,"unit":"glorespar-000098#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Southern Africa faces significant food and water security challenges, with approximately 70% of the population relying on rain-fed agriculture and 43% of the region being arid or semi-arid.","ai_generated":true,"unit":"glorespar-000098#insight-1","date_modified":"2026-10-23"},{"text":"Transforming food systems requires a water-energy-food (WEF) nexus approach to address interconnections between sectors, as there are currently no political or institutional structures in the region conducive to this integrated approach.","ai_generated":true,"unit":"glorespar-000098#insight-2","date_modified":"2026-10-23"},{"text":"Key leverage points for systemic change include the strategic use of public and private finance, the institutionalization of land rights for women and Indigenous Peoples, and the ability of governments to convene across ministries and stakeholders.","ai_generated":true,"unit":"glorespar-000098#insight-3","date_modified":"2026-10-23"},{"text":"There is a critical need to reform information systems to be less supply-led and less dominated by large corporations, ensuring data is available in local languages and accessible from an early age.","ai_generated":true,"unit":"glorespar-000098#insight-4","date_modified":"2026-10-23"},{"text":"Climate-smart agriculture (CSA) is identified as a pivotal tool for transformation, specifically through the use of weather and climate information services (WCIS) to de-risk livelihoods and the implementation of low-emission trajectories.","ai_generated":true,"unit":"glorespar-000098#insight-5","date_modified":"2026-10-23"},{"text":"The report identifies 'Seeds of Change'—small-scale, experimental projects such as the Umgibe organic vegetable box scheme in KwaZulu-Natal—that demonstrate the potential for sustainable food systems if mainstreamed.","ai_generated":true,"unit":"glorespar-000098#insight-6","date_modified":"2026-10-23"},{"text":"Gender inequality remains a systemic barrier, with women having fewer opportunities to own land or access food production assets; the report argues that gender must be mainstreamed across all policy designs rather than treated as a tokenistic addition.","ai_generated":true,"unit":"glorespar-000098#insight-7","date_modified":"2026-10-23"},{"text":"The report recommends a shift toward agroecology and circular economy models, such as linking small-scale milling and baking with poultry growers to utilize waste as feed.","ai_generated":true,"unit":"glorespar-000098#insight-8","date_modified":"2026-10-23"},{"text":"Regional implementation should be strengthened by providing technical support to the SADC secretariat, specifically the Food, Agriculture and Natural Resources (FANR) division.","ai_generated":true,"unit":"glorespar-000098#insight-9","date_modified":"2026-10-23"}],"climate_tags":["Climate-smart agriculture","agroecology","circular economy","climate finance","traditional knowledge","gender equality","land tenure"],"geography_discussed":["South Africa","KwaZulu-Natal","Zambia"],"frame_perspective":[],"analysis_type":["policy recommendations","futures analysis","stakeholder consultation"]},{"id":"glorespar-000047","url":"https://climateinsightsdirectory.org/document/glorespar-000047","title":"Horticulture farming in the midst of climate change impacts","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"case study","language":"en","date_published":"2022-07-18","source_url":"https://www.globalresiliencepartnership.org/horticulture-farming-in-the-midst-of-climate-change-impacts/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document highlights the climate vulnerability of the Singida region in Tanzania, where smallholder farmers face low productivity due to unreliable rainfall and pests. It details the success of Amani Saidi Mwangu and the 'Muungano Group', who adopted climate-smart agriculture (CSA) and irrigation after receiving training from Sustainable Environment Management Action (SEMA) and the International Labour Organization (ILO), and a 3,000,000 Tanzanian shilling loan. These interventions enabled the use of drought-tolerant, early-maturing seed varieties (such as Bombay red and Red creole), leading to increased yields of tomatoes and onions and expanded market reach to Uganda and Kenya.","ai_generated":true,"unit":"glorespar-000047#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Singida region of Tanzania is highly climate-vulnerable, with approximately 80% of its population consisting of smallholder farmers who rely primarily on rain-fed agriculture and face challenges including unreliable rainfall, pests, and poor soil fertility.","ai_generated":true,"unit":"glorespar-000047#insight-1","date_modified":"2026-10-23"},{"text":"The Tanzanian government promotes climate-smart agriculture (CSA) as an adaptation strategy, which encompasses techniques such as agroforestry, cover cropping, conservation agriculture, intercropping, and the use of early maturing and drought-tolerant seeds.","ai_generated":true,"unit":"glorespar-000047#insight-2","date_modified":"2026-10-23"},{"text":"A combination of entrepreneurship training by Sustainable Environment Management Action (SEMA) and the International Labour Organization (ILO), alongside a 3,000,000 Tanzanian shilling loan, enabled the 'Muungano Group' to purchase essential inputs and adopt irrigation and CSA practices.","ai_generated":true,"unit":"glorespar-000047#insight-3","date_modified":"2026-10-23"},{"text":"The adoption of improved seed varieties, such as Bombay red and Red creole, and irrigation has resulted in higher pest tolerance, shorter maturity periods (three months), and increased yields, with tomato harvests reaching 400 to 500kg per acre and onion harvests reaching 150 bags per acre.","ai_generated":true,"unit":"glorespar-000047#insight-4","date_modified":"2026-10-23"},{"text":"To support communities in developing countries, the document recommends that government and non-government actors increase access to extension services, affordable resilient seeds, resilient transport infrastructure, and training on adaptation and mitigation techniques.","ai_generated":true,"unit":"glorespar-000047#insight-5","date_modified":"2026-10-23"}],"climate_tags":["Climate-smart agriculture","agroforestry","agricultural irrigation","climate change adaptation","smallholder","climate finance"],"geography_discussed":["Ipungi","Uganda","Kenya"],"frame_perspective":[],"analysis_type":["case study"]},{"id":"glorespar-000009","url":"https://climateinsightsdirectory.org/document/glorespar-000009","title":"Nasreen Al-Amin and her organisation are building greener communities through locally-led adaptation","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"case study","language":"en","date_published":"2022-04-26","source_url":"https://www.globalresiliencepartnership.org/nasreen-al-amin-and-her-organisation-are-building-greener-communities-through-locally-led-adaptation/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document profiles Nasreen Al-Amin and her non-profit, Surge Africa, focusing on the Jeji Restoration project in Kumbo, Kano State. This initiative employs nature-based solutions, specifically tree plantation, to restore degraded land and provide sustainable livelihoods for marginalised communities, including those affected by war and environmental conflicts. The project emphasizes community ownership, the use of local languages for training, and the integration of income generation with environmental restoration.","ai_generated":true,"unit":"glorespar-000009#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Jeji Restoration project in Kumbo, Kano State, restored degraded land by planting 4,000 seedlings at a density of 500 seedlings per hectare.","ai_generated":true,"unit":"glorespar-000009#insight-1","date_modified":"2026-10-23"},{"text":"The project was designed to provide a sustainable source of livelihood, including income, shelter, and food, for 1,000 people affected by environmental conflicts and war.","ai_generated":true,"unit":"glorespar-000009#insight-2","date_modified":"2026-10-23"},{"text":"To ensure community ownership and accessibility, the project provided training and materials in local languages and paid community members for their work in executing the tree plantation.","ai_generated":true,"unit":"glorespar-000009#insight-3","date_modified":"2026-10-23"},{"text":"While the project has community and government support, it faces financial limitations and requires more institutional support for landscape governance policies and financial capital beyond short-term grants.","ai_generated":true,"unit":"glorespar-000009#insight-4","date_modified":"2026-10-23"}],"climate_tags":["Community based adaptation","nature-based solutions","climate resilience","agroecology","agroforestry","environmental degradation","desertification","climate finance"],"geography_discussed":["Kumbo","Africa"],"frame_perspective":[],"analysis_type":["case study"]},{"id":"glorespar-000012","url":"https://climateinsightsdirectory.org/document/glorespar-000012","title":"Waste is Wealth: The Untold Story of Esther Mirembe","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"case study","language":"en","date_published":"2022-03-29","source_url":"https://www.globalresiliencepartnership.org/waste-is-wealth-the-untold-story-of-esther-mirembe/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document profiles Esther Mirembe and the Namungona Women Empowerment Initiative, a savings group in a Kampala informal settlement. It details how the group provides pro-poor loans to women, converts waste from blocked drains into charcoal, and diversified into soap and mask production during the COVID-19 pandemic. The case study highlights the role of the National Slum Dwellers Federation of Uganda and Slum Dwellers International in promoting locally-led adaptation and resilience against climate change and disasters.","ai_generated":true,"unit":"glorespar-000012#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Namungona Women Empowerment Initiative provides low-interest loans to members who are often excluded from commercial banking due to high interest rates and requirements for land titles.","ai_generated":true,"unit":"glorespar-000012#insight-1","date_modified":"2026-10-23"},{"text":"To address flooding caused by blocked drains in their settlement, the group began producing charcoal from the waste in 2018, later increasing production by investing in a molding machine.","ai_generated":true,"unit":"glorespar-000012#insight-2","date_modified":"2026-10-23"},{"text":"The group diversified its income streams during the COVID-19 pandemic by producing liquid soap and sewing masks to compensate for the loss of customers who left the city for rural areas.","ai_generated":true,"unit":"glorespar-000012#insight-3","date_modified":"2026-10-23"},{"text":"Through a knowledge exchange program supported by a 2021 Gobeshona Global Conference Catalytic Grant, the group learned strategies for locally-led adaptation to climate change effects in informal settlements.","ai_generated":true,"unit":"glorespar-000012#insight-4","date_modified":"2026-10-23"}],"climate_tags":["waste-to-energy","climate change adaptation","informal housing","climate resilience","circular economy","Community based adaptation","disaster risk reduction"],"geography_discussed":["Bangladesh"],"frame_perspective":[],"analysis_type":["case study"]},{"id":"glorespar-000044","url":"https://climateinsightsdirectory.org/document/glorespar-000044","title":"5 steps to make change happen","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"guide","language":"en","date_published":"2022-03-04","source_url":"https://www.globalresiliencepartnership.org/5-steps-to-make-change-happen/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The guide defines resilience as the ability to manage change and develop through the interplay of people, communities, ecosystems, and economies. It outlines five steps for changemakers: deeply understanding the problem to ensure solutions fit, treating failure as a learning opportunity to build trust, distinguishing between the 'idea' (content) and its application (process), balancing reactive and reflective actions, and focusing on interpersonal roles and engagement.","ai_generated":true,"unit":"glorespar-000044#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Resilience is characterized by the capacity to handle change and continue developing, focusing on the interactions between people, communities, ecosystems, and economies rather than isolated groups or systems.","ai_generated":true,"unit":"glorespar-000044#insight-1","date_modified":"2026-10-23"},{"text":"The document proposes five specific steps to enable change: understanding the problem from all angles to ensure solutions are appropriate, viewing failure as a means to learn and build stakeholder credibility, distinguishing between invention (the idea) and innovation (creating value through context), planning for both reactive and reflective responses, and understanding one's role and engagement with others.","ai_generated":true,"unit":"glorespar-000044#insight-2","date_modified":"2026-10-23"}],"climate_tags":["climate resilience"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["conceptual framework"]},{"id":"glorespar-000069","url":"https://climateinsightsdirectory.org/document/glorespar-000069","title":"COP27 Resilience Hub Synthesis Report","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"report","language":"en","date_published":"2022","source_url":"https://www.globalresiliencepartnership.org/wp-content/uploads/2023/01/cop27-rh-synthesis-report.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The COP27 Resilience Hub served as a physical and virtual space to accelerate ambition and investment in climate resilience, representing over 1,500 non-state actors. The report identifies five cross-cutting messages, emphasizing that scaling adaptation is a prerequisite for containing Loss and Damage and that locally-led adaptation (LLA) requires radical collaboration. The document details thematic analysis across nine areas—including finance, food, water, and health—and highlights the role of Regional Resilience Hubs in amplifying under-represented voices from Africa, South Asia, Asia Pacific, and Latin America and the Caribbean.","ai_generated":true,"unit":"glorespar-000069#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Scaling action on adaptation and resilience is essential to reduce the magnitude of Loss and Damage, as current adaptation finance for developing countries is five to ten times lower than required.","ai_generated":true,"unit":"glorespar-000069#insight-1","date_modified":"2026-10-23"},{"text":"Locally-led adaptation (LLA) requires a shift in how finance is accessed, specifically through the simplification of reporting and application requirements and the building of organisational resilience for grassroots stakeholders.","ai_generated":true,"unit":"glorespar-000069#insight-2","date_modified":"2026-10-23"},{"text":"Arts, culture, and heritage are critical to resilience as they provide the foundation for empathy and the preservation of irreplaceable knowledge, moving beyond being viewed as mere 'decoration'.","ai_generated":true,"unit":"glorespar-000069#insight-3","date_modified":"2026-10-23"},{"text":"There is a significant funding gap in the water sector, with annual investment requirements at $200 billion compared to current investments of $14 billion for water resilience.","ai_generated":true,"unit":"glorespar-000069#insight-4","date_modified":"2026-10-23"},{"text":"Urban resilience is hindered by the fact that only 9% of urban climate investments are directed toward adaptation projects, and many cities lack the credit ratings necessary to attract finance.","ai_generated":true,"unit":"glorespar-000069#insight-5","date_modified":"2026-10-23"},{"text":"Nature-based Solutions (NbS) can be up to 50% cheaper than traditional 'grey' infrastructure and provide 28% better value for money when accounting for social and health co-benefits.","ai_generated":true,"unit":"glorespar-000069#insight-6","date_modified":"2026-10-23"},{"text":"Extreme heat is a critical risk multiplier for public health and infrastructure, leading to the creation of the $750 million 'Cool Capital Stack' investment pipeline to fund cooling solutions.","ai_generated":true,"unit":"glorespar-000069#insight-7","date_modified":"2026-10-23"},{"text":"Debt-for-nature swaps are identified as a tool to create fiscal space for developing countries to invest in conservation and renewable energy, as most current climate finance is provided as loans.","ai_generated":true,"unit":"glorespar-000069#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","climate resilience","loss and damage","climate finance","Community based adaptation","nature-based solutions","urban resilience","blue economy","extreme heat","disaster risk reduction","food system","water management","infrastructure resilience"],"geography_discussed":["Egypt","Africa","South Asia","Asia Pacific","Latin America and the Caribbean","Belize","Bangladesh","Philippines","Rwanda"],"frame_perspective":[],"analysis_type":["synthesis report","qualitative analysis","survey analysis"]},{"id":"glorespar-000159","url":"https://climateinsightsdirectory.org/document/glorespar-000159","title":"Economy and Finance for a Just Future on a Thriving Planet","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"report","language":"en","date_published":"2022","source_url":"https://www.globalresiliencepartnership.org/wp-content/uploads/2022/06/sthlm50reportfinal-1.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines the systemic risks posed by the 'new planetary reality' of the Anthropocene, where climate instability and biosphere depletion create non-linear financial risks. It argues that current ESG metrics and macroeconomic indicators (like GDP) are insufficient because they fail to account for planetary boundaries and natural capital. The authors highlight the disproportionate responsibility of high-income countries for ecological breakdown and the role of 'keystone actors'—including transnational corporations and 'Big Three' asset managers (BlackRock, Vanguard, State Street)—in driving or mitigating these risks. The document proposes a shift toward a precautionary approach to financial regulation, the adoption of impact accounting, and the use of social norm shifts to accelerate a just transition.","ai_generated":true,"unit":"glorespar-000159#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Humanity has exited the stable Holocene environment, and projected climate changes over the next 50 years may be more disruptive than any experienced since the beginning of civilization.","ai_generated":true,"unit":"glorespar-000159#insight-1","date_modified":"2026-10-23"},{"text":"The biosphere provides critical carbon sinks that have prevented the world from breaching the Paris Agreement's 1.5°C target, but this capacity is threatened by continued emissions and loss of resilience.","ai_generated":true,"unit":"glorespar-000159#insight-2","date_modified":"2026-10-23"},{"text":"High-income countries, representing 16% of the global population, are responsible for 74% of the global excess use of natural materials, including fossil fuels and biomass.","ai_generated":true,"unit":"glorespar-000159#insight-3","date_modified":"2026-10-23"},{"text":"Current ESG (Environmental, Social, and Governance) ratings are imprecise and often inaccurate because they rely on self-reported data and relative rather than absolute measures of impact.","ai_generated":true,"unit":"glorespar-000159#insight-4","date_modified":"2026-10-23"},{"text":"The 'Big Three' asset managers—BlackRock, Vanguard, and State Street—hold unprecedented influence over global corporations and could potentially act as 'universal owners' to mitigate negative externalities.","ai_generated":true,"unit":"glorespar-000159#insight-5","date_modified":"2026-10-23"},{"text":"Tax haven jurisdictions facilitate environmental degradation and financial opacity, with a significant portion of foreign credit to deforestation-risk industries in the Brazilian Amazon flowing through such jurisdictions.","ai_generated":true,"unit":"glorespar-000159#insight-6","date_modified":"2026-10-23"},{"text":"Conventional macroeconomic indicators like GDP are 'blind' to the value of nature; the report suggests alternatives like the Inclusive Wealth Index (IWI) and Gross Ecosystem Product (GEP).","ai_generated":true,"unit":"glorespar-000159#insight-7","date_modified":"2026-10-23"},{"text":"The 'Blue Acceleration' describes the rapid human expansion into the ocean economy, where less than 1% of the total monetary value of the ocean is invested in sustainable projects.","ai_generated":true,"unit":"glorespar-000159#insight-8","date_modified":"2026-10-23"},{"text":"Financial risks in the Anthropocene are characterized by 'radical uncertainty' and non-linear domino effects, making traditional risk modeling and historical data insufficient.","ai_generated":true,"unit":"glorespar-000159#insight-9","date_modified":"2026-10-23"},{"text":"Large-scale behavioral change can be triggered by a committed minority of approximately 25% of a group, which can push social norms past tipping points toward sustainability.","ai_generated":true,"unit":"glorespar-000159#insight-10","date_modified":"2026-10-23"},{"text":"Central banks and financial supervisors can support a just transition by implementing 'green credit guidance', such as maximum lending ceilings for undesirable sectors.","ai_generated":true,"unit":"glorespar-000159#insight-11","date_modified":"2026-10-23"},{"text":"Transformative change requires an 'X-curve' approach, combining the scaling up of sustainable innovations with the active 'phase-out' of defective structures and harmful investments.","ai_generated":true,"unit":"glorespar-000159#insight-12","date_modified":"2026-10-23"}],"climate_tags":["planetary boundary","climate finance","environmental, social and corporate governance","natural capital","just transition","deforestation","blue economy","carbon sink"],"geography_discussed":["Brazil","Netherlands","Bangladesh","People's Republic of China","European Union","United States","Haiti","Dominican Republic","South Africa","Belize","Mongolia"],"frame_perspective":[],"analysis_type":["policy assessment","economic analysis","systemic risk assessment"]}]}