{"query_echo":{"q":"","filters":{"climate_tags":["disaster risk management"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'disaster risk management' for facet 'climate_tags' is not in the controlled vocabulary."}]},"total":{"value":4,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?climate_tags=disaster+risk+management","stability":"beta","ai_marking":{"digital_source_type":{"uri":"http://cv.iptc.org/newscodes/digitalsourcetype/trainedAlgorithmicMedia","name":"Created using Generative AI"},"notice":"Summary and key insights are generated using artificial intelligence."},"results":[{"id":"cdkn-000429","url":"https://climateinsightsdirectory.org/document/cdkn-000429","title":"Risk-informed decision-making: An agenda for improving risk assessments under HFA2","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"guide","language":"en","date_published":"2014-04","source_url":"http://cdkn.org/wp-content/uploads/2014/04/CDKN-Guide_RiskAssessment_FINAL_WEB.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"This guide by the Climate and Development Knowledge Network (CDKN) examines the technical, operational, and institutional barriers that prevent disaster risk assessments from effectively informing public policy and investment decisions. Drawing on research from Latin America and the Caribbean, as well as case studies from Ghana, India, and Pakistan, the document provides a framework for improving the 'uptake' of risk information to support the successor to the Hyogo Framework for Action (HFA2).","ai_generated":true,"unit":"cdkn-000429#summary","date_modified":"2026-08-17"},"key_insights":[{"text":"Disaster risk is defined as the interaction of hazardous physical events with vulnerable social conditions, typically expressed by the equation: Risk = Hazard x Vulnerability x Exposure. Some modern studies expand this to include 'capacity', referring to social, political, environmental, and economic factors that help reduce risk.","ai_generated":true,"unit":"cdkn-000429#insight-1","date_modified":"2026-08-17"},{"text":"Technical obstacles to the use of risk assessments include a lack of conceptual clarity, where different practitioner communities (such as those in disaster risk management versus climate change adaptation) use key terms like 'hazard' and 'risk' differently. This is exemplified in Costa Rica, where separate communities make it difficult to quantify risk for planning processes.","ai_generated":true,"unit":"cdkn-000429#insight-2","date_modified":"2026-08-17"},{"text":"Operational barriers often stem from a communication gap between scientists and decision-makers. Technical results are frequently presented in formats or languages that are too complex for officials to integrate into management processes, leading some decision-makers to dismiss scientific evidence.","ai_generated":true,"unit":"cdkn-000429#insight-3","date_modified":"2026-08-17"},{"text":"Institutional obstacles include low political salience, where disaster risk and climate adaptation are viewed as separate from sectoral development agendas. Additionally, short political cycles (typically four to six years) conflict with the decadal timescales of climate change and geological hazards, making immediate action difficult.","ai_generated":true,"unit":"cdkn-000429#insight-4","date_modified":"2026-08-17"},{"text":"The guide identifies several 'enabling factors' for successful risk assessment uptake, including moving from a 'project' approach to a 'process' approach, engaging end-users in the design phase, and building local technical capacity to ensure assessments do not have a 'short shelf life'.","ai_generated":true,"unit":"cdkn-000429#insight-5","date_modified":"2026-08-17"},{"text":"To increase impact, risk assessments should be targeted at specific sectoral agendas rather than imposing an 'integral' approach from the outside. This allows risk management to be framed within existing national development priorities.","ai_generated":true,"unit":"cdkn-000429#insight-6","date_modified":"2026-08-17"},{"text":"Risk assessments often fail because they only focus on negative outcomes. The guide suggests balancing the analysis by including the potential benefits of taking risks for economic growth, using cost-benefit analysis to help decision-makers relate findings to development needs.","ai_generated":true,"unit":"cdkn-000429#insight-7","date_modified":"2026-08-17"},{"text":"Case studies in Pakistan highlight significant gaps in coordination and data, noting the absence of a national database for disaster risk information and a lack of communication between national, provincial, and district disaster management authorities.","ai_generated":true,"unit":"cdkn-000429#insight-8","date_modified":"2026-08-17"},{"text":"In Ahmedabad, India, extreme heat was identified as a 'quiet hazard' that remained invisible to policy-makers until a major event in 2010 provided heat- and mortality-correlated data, which subsequently prompted the creation of a Heat-Health Action Plan.","ai_generated":true,"unit":"cdkn-000429#insight-9","date_modified":"2026-08-17"}],"climate_tags":["climate change adaptation","disaster risk management","risk assessment","public policy","developing countries"],"geography_discussed":["Colombia","El Salvador","Dominican Republic","Costa Rica","Ecuador","Peru","Ghana","India","Pakistan","Ahmedabad"],"frame_perspective":[],"analysis_type":["Case Study","Policy Guide"]},{"id":"cdkn-000534","url":"https://climateinsightsdirectory.org/document/cdkn-000534","title":"Climate Risk Assessment Guide – Central Asia","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"guide","language":"en","date_published":"2013-07","source_url":"http://cdkn.org/wp-content/uploads/2013/08/Climate-Risk-Assessment-Guide.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Climate Risk Assessment Guide – Central Asia is a practical manual designed to assess the impacts of climate-related events on lives and livelihoods in Central Asia. It provides a structured methodology to downscale climate risk understanding to sub-national and community levels, bridging the gap between long-term climate change modeling and immediate disaster risk assessment. The guide emphasizes a combination of impact-based assessments (using monetary damage and livelihood capital scoring) and perception-based surveys to inform sustainable risk management and policy development.","ai_generated":true,"unit":"cdkn-000534#summary","date_modified":"2026-08-17"},"key_insights":[{"text":"The guide identifies a critical need to 'downscale the understanding of climate impacts' to sub-national and community levels because existing national reports are often too broad to guide practical local action and resource prioritization.","ai_generated":true,"unit":"cdkn-000534#insight-1","date_modified":"2026-08-17"},{"text":"Climate-related hazards in Central Asia are categorized into three types: Direct (e.g., heavy rainfall, extreme heat), Consequent (e.g., flooding, landslides, glacial lake outbursts), and Contributory (e.g., food and water shortages, resource-related conflict).","ai_generated":true,"unit":"cdkn-000534#insight-2","date_modified":"2026-08-17"},{"text":"The methodology utilizes a modified Sustainable Livelihoods Framework to assess impacts across six types of capital: Human, Natural, Social, Financial, Physical, and Political. Political capital was specifically added to account for the role of governance in risk management.","ai_generated":true,"unit":"cdkn-000534#insight-3","date_modified":"2026-08-17"},{"text":"Risk is quantified through two primary lenses: monetary value of expected physical damage per capita for specific hazard frequencies, and a qualitative 'livelihood impact score' derived from a consensus-based adaptation of the Delphi technique.","ai_generated":true,"unit":"cdkn-000534#insight-4","date_modified":"2026-08-17"},{"text":"The guide stresses the importance of perception-based assessments, noting that gaps between objective data and local perceptions can lead to risk management efforts that lack local support or fail to address actual societal concerns.","ai_generated":true,"unit":"cdkn-000534#insight-5","date_modified":"2026-08-17"},{"text":"Cross-cutting issues such as age and gender are integrated into the process, requiring that data be disaggregated to identify how risks differently affect children, the elderly, men, and women.","ai_generated":true,"unit":"cdkn-000534#insight-6","date_modified":"2026-08-17"},{"text":"The guide employs a 'six-pack approach' to data collection, prioritizing only data clearly relevant to specific risk parameters to maintain efficiency given the limitations of data availability and resources in Central Asia.","ai_generated":true,"unit":"cdkn-000534#insight-7","date_modified":"2026-08-17"},{"text":"Geographic Information Systems (GIS) are used as the analytical platform to overlay layers of baseline, hazard, damage, and socio-economic data, though the accuracy is limited by the smallest scale of the data used (approximately 10 km for land use).","ai_generated":true,"unit":"cdkn-000534#insight-8","date_modified":"2026-08-17"},{"text":"Future risk outcomes are projected using simple scenario-based calculations in spreadsheets, such as comparing a baseline of population-linked damage growth against scenarios of successful damage reduction.","ai_generated":true,"unit":"cdkn-000534#insight-9","date_modified":"2026-08-17"},{"text":"A 'willingness to pay' survey is used to gauge the perceived importance of climate risks; preliminary results from Kyrgyzstan indicated that many respondents prioritize other needs (e.g., livestock, education) over climate risk management.","ai_generated":true,"unit":"cdkn-000534#insight-10","date_modified":"2026-08-17"}],"climate_tags":["climate risk assessment","central asia","disaster risk management","sustainable livelihoods","sub-national planning","climate adaptation"],"geography_discussed":["Batken Oblast","Chui Oblast","Talas Oblast"],"frame_perspective":[],"analysis_type":["Methodological Guide","Risk Framework","Capacity Building"]},{"id":"cdkn-000450","url":"https://climateinsightsdirectory.org/document/cdkn-000450","title":"CDKN Invitation to Tender Q&A - Project Name AAGL-0035","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"briefing","language":"en","date_published":"2013-01","source_url":"https://cdkn.org/sites/default/files/files/CDKN-QA_AAGL-0035_Jan2013_Final.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags"],"summary":{"text":"This document is a Question and Answer (Q&A) briefing regarding an Invitation to Tender (ITT) for the Climate and Development Knowledge Network (CDKN) project AAGL-0035.","ai_generated":true,"unit":"cdkn-000450#summary","date_modified":"2026-08-17"},"key_insights":[{"text":"The primary objective of project AAGL-0035 is to document innovative public-private partnerships for disaster risk management (DRM) and climate change adaptation, though this requires a comprehensive analysis of private sector motives, roles, opportunities, constraints, and incentives.","ai_generated":true,"unit":"cdkn-000450#insight-1","date_modified":"2026-08-17"},{"text":"While the Political Champions group is a key audience for the research, the CDKN intends for the project's deliverables—including studies, policy briefs, and case studies—to be applicable to academic, public sector, and broader policy audiences.","ai_generated":true,"unit":"cdkn-000450#insight-2","date_modified":"2026-08-17"},{"text":"The procurement timeline for the project specified a bid submission deadline of 17.00 UK Time on 16 January 2013, with the decision on the award anticipated for Monday 21st January.","ai_generated":true,"unit":"cdkn-000450#insight-3","date_modified":"2026-08-17"}],"climate_tags":["climate change adaptation","disaster risk management","public-private partnerships","private sector engagement"],"geography_discussed":[],"frame_perspective":[],"analysis_type":[]},{"id":"cdkn-000688","url":"https://climateinsightsdirectory.org/document/cdkn-000688","title":"Resilience in AcƟon: Lessons from Public‐Private CollaboraƟons Around the World","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"case study","language":"en","date_published":"2013","source_url":"http://cdkn.org/wp-content/uploads/2013/08/MCG-Resilience-in-Action-Case-Studies-web.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"This document presents nine case studies of public-private collaborations (PPCs) designed to enhance resilience through disaster risk management and climate change adaptation. The projects span various sectors, including transport, agriculture, water, housing, and energy, across multiple countries in Asia, Africa, and Central America.","ai_generated":true,"unit":"cdkn-000688#summary","date_modified":"2026-08-17"},"key_insights":[{"text":"The 'Get Airports Ready for Disaster (GARD)' programme, a collaboration between Deutsche Post DHL and UNDP, has trained over 150 airport personnel across 14 airports in 6 countries since 2010 to manage logistical challenges during natural disasters. The programme's methodology has been integrated into the National Disaster Preparedness Plan of the Nepali government and is standard practice for annual airport-security trainings and disaster risk management plans in Bangladesh.","ai_generated":true,"unit":"cdkn-000688#insight-1","date_modified":"2026-08-17"},{"text":"AfricaFertilizer.Org (AFO), launched in 2010, uses ICT tools such as SMS and mobile applications to improve farmers' access to fertilizer markets and policy information in Sub-Saharan Africa. The project has reached an estimated 10,000 agro-dealers and millions of farmers across Eastern and Western Africa, contributing to an increase in fertilizer use from 8 kg per hectare per year in 2004 to 10-12 kg per hectare per year in 2010.","ai_generated":true,"unit":"cdkn-000688#insight-2","date_modified":"2026-08-17"},{"text":"In Zambia, the 'Devolution Trust Fund' (DTF) Water Kiosk project has provided over 500,000 people with access to safe and affordable drinking water through more than 300 decentralized kiosks since 2008. The model utilizes commercial utilities for construction and maintenance while employing village-level entrepreneurs for daily sales, with approximately 50 per cent of these operators being women.","ai_generated":true,"unit":"cdkn-000688#insight-3","date_modified":"2026-08-17"},{"text":"The Lake Chilwa Basin Climate Change Adaptation Programme (LCBCCAP) in southern Malawi has trained 973 people across 53 stakeholder groups in climate change adaptation since 2010. Key interventions include the construction of solar fish dryers, which helped women-operated fish processing micro-enterprises increase revenue by 125 per cent, and the provision of on-site banking services by Malawi Savings Bank.","ai_generated":true,"unit":"cdkn-000688#insight-4","date_modified":"2026-08-17"},{"text":"In Rwanda, the 'Responding to Climate Change, Building Community-Based Resilience' partnership, led by Thanksgiving Coffee Company, implemented sustainable agriculture techniques to protect coffee production. Between 2010 and 2011, 567 farmers planted over 89,000 trees (averaging 157 per farmer) to reduce farm temperatures, prevent soil erosion, and protect blossoms from heavy rains.","ai_generated":true,"unit":"cdkn-000688#insight-5","date_modified":"2026-08-17"},{"text":"The Mwanza Rural Housing Programme (MRHP) in Tanzania has established over 60 brick-making enterprises since 1994, producing over 400 million bricks using agricultural waste as kiln fuel. This initiative has saved 110,000 m3 of fuel wood and avoided 75,000 tonnes of CO2 emissions while providing more flood-resilient housing materials.","ai_generated":true,"unit":"cdkn-000688#insight-6","date_modified":"2026-08-17"},{"text":"PepsiCo India's DirectSeeding machine, developed in collaboration with IARI and IRI, has been used in over 13,000 acres of rice fields, benefiting over 1,500 smallholder farmers. The technology reduces water usage by 900 kilolitres per acre compared to traditional methods and lowers cultivation costs by approximately US$30 per acre.","ai_generated":true,"unit":"cdkn-000688#insight-7","date_modified":"2026-08-17"},{"text":"Between 1997 and 2011, two long-term programmes (ESD and RERED) in Sri Lanka established off-grid micro-hydro capacity of 2 megawatts, providing electricity to over 7,700 villagers. The projects were financed through a mix of villager contributions (30%), Participating Credit Institutions (50%), and co-financing/grants (20%).","ai_generated":true,"unit":"cdkn-000688#insight-8","date_modified":"2026-08-17"},{"text":"The Maowusu Biomass Thermoelectric Company (MBTC) in China has treated over 24,000 hectares of the Maowusu Desert since 2008 by planting sand willows. The company generates biomass power from shrub trimmings and has produced over 240 million kilowatt-hours of electricity, while also creating a side business producing spirulina with an expected annual revenue of approximately US$47.6 million.","ai_generated":true,"unit":"cdkn-000688#insight-9","date_modified":"2026-08-17"}],"climate_tags":["climate change adaptation","disaster risk management","resilient livelihoods","renewable energy","sustainable agriculture"],"geography_discussed":["Nepal","Bangladesh","Indonesia","Lebanon","Turkey","El Salvador","sub-Saharan Africa","Zambia","Rwanda","Tanzania","India","Sri Lanka"],"frame_perspective":[],"analysis_type":["Case Study"]}]}