{"query_echo":{"q":"","filters":{"climate_tags":["knowledge management"]},"warnings":[]},"total":{"value":40,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?climate_tags=knowledge+management","next":"https://climateinsightsdirectory.org/api/v1/search?climate_tags=knowledge+management&page=2","stability":"beta","ai_marking":{"digital_source_type":{"uri":"http://cv.iptc.org/newscodes/digitalsourcetype/trainedAlgorithmicMedia","name":"Created using Generative AI"},"notice":"Summary and key insights are generated using artificial intelligence."},"results":[{"id":"sei-000302","url":"https://climateinsightsdirectory.org/document/sei-000302","title":"Scaling knowledge interoperability for accelerated climate action","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2026-03-03","source_url":"https://www.sei.org/publications/scaling-knowledge-interoperability-for-accelerated-climate-action/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The article discusses how taxonomies and the Climate Connectivity Hub enhance the findability, accessibility, interoperability, and reusability (FAIR) of climate change adaptation data. By organizing information that is typically scattered across various online sites, these tools facilitate a shared understanding of knowledge domains, enabling policymakers and practitioners to build on existing research and speed up the deployment of effective climate resilience actions.","ai_generated":true,"unit":"sei-000302#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Taxonomies can be used to improve the findable, accessible, interoperable, and reusable (FAIR) nature of information within climate change adaptation platforms, thereby enhancing overall knowledge management.","ai_generated":true,"unit":"sei-000302#insight-1","date_modified":"2026-10-23"},{"text":"Tools such as the Climate Connectivity Hub and its associated taxonomy address the problem of climate information being dispersed across numerous websites, making it easier for users to locate data on attempted measures and their impacts to inform decision-making.","ai_generated":true,"unit":"sei-000302#insight-2","date_modified":"2026-10-23"},{"text":"The implementation of the Climate Connectivity Hub and its taxonomy increases the interoperability and discoverability of research while fostering a common understanding of knowledge types and their application in practice, research, and policy.","ai_generated":true,"unit":"sei-000302#insight-3","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","knowledge management","climate resilience"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["conceptual analysis"]},{"id":"sei-000048","url":"https://climateinsightsdirectory.org/document/sei-000048","title":"Advancing Climate Adaptation through Citizen Engagement","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2026-02-26","source_url":"https://www.sei.org/publications/advancing-climate-adaptation-through-citizen-engagement/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The authors find a positive trend in integrating citizen engagement into climate adaptation, but note a persistent gap between theoretical good practices and real-world implementation. This gap is driven by a reliance on academic sources, lack of transparency in knowledge-sharing platforms, difficulties in tailoring general knowledge to local contexts, institutional barriers, and a lack of societal normalization of engagement.","ai_generated":true,"unit":"sei-000048#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a general positive trend toward integrating citizen engagement into climate adaptation, yet a gap persists between theoretical good practices and their actual implementation in the real world.","ai_generated":true,"unit":"sei-000048#insight-1","date_modified":"2026-10-23"},{"text":"The application of good practices in citizen engagement is obstructed by several factors, including an over-reliance on academic knowledge sources, a lack of transparency regarding the currency of knowledge-sharing platforms, institutional obstacles, and the failure to normalize citizen engagement within society.","ai_generated":true,"unit":"sei-000048#insight-2","date_modified":"2026-10-23"},{"text":"General knowledge regarding citizen engagement is often difficult to adapt to specific local and individual contexts.","ai_generated":true,"unit":"sei-000048#insight-3","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","climate resilience","knowledge management"],"geography_discussed":["Europe"],"frame_perspective":[],"analysis_type":["literature review","synthesis"]},{"id":"pari-000130","url":"https://climateinsightsdirectory.org/document/pari-000130","title":"Bridging the Communication Divide: Strengthening Municipal Communication to Deepen Public Participation and Trust in Local Government","publisher":{"name":"Public Affairs Research Institute","organization":"public-affairs-research-institute"},"document_type":"policy brief","language":"en","date_published":"2026-01","source_url":"https://pari.org.za/wp-content/uploads/2026/02/COMPACT-Policy-Brief-Bridging-the-Communication-Divide-FINAL-v2.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document identifies systemic communication failures across 12 South African municipalities, characterized by top-down messaging, internal silos, and a decline in traditional outreach. It recommends professionalizing communication units, institutionalizing two-way engagement, and integrating knowledge management to move from reactive to citizen-centered systems.","ai_generated":true,"unit":"pari-000130#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Evidence from the COMPACT programme across 12 municipalities reveals systemic communication failures that are often ad hoc, reactive, and poorly integrated into administrative processes, particularly in rural and resource-constrained areas.","ai_generated":true,"unit":"pari-000130#insight-1","date_modified":"2026-10-23"},{"text":"The interface between ward councillors and their communities is a significant point of failure due to structural constraints, including limited administrative support and poor coordination with municipal officials, which leads to a lack of follow-up on community concerns.","ai_generated":true,"unit":"pari-000130#insight-2","date_modified":"2026-10-23"},{"text":"Municipal communication is frequently characterized by one-way, top-down dissemination using technical or bureaucratic language that is not tailored to different audiences or consistently translated into local languages.","ai_generated":true,"unit":"pari-000130#insight-3","date_modified":"2026-10-23"},{"text":"An increasing reliance on digital communication platforms risks excluding older residents, rural communities, and those with limited connectivity, as traditional methods like community radio and face-to-face engagement are neglected.","ai_generated":true,"unit":"pari-000130#insight-4","date_modified":"2026-10-23"},{"text":"Internal municipal communication is fragmented across departments, creating silos and weak feedback loops that result in inconsistent external messaging and reactive crisis management during service delivery disruptions.","ai_generated":true,"unit":"pari-000130#insight-5","date_modified":"2026-10-23"},{"text":"The document proposes a 'virtuous cycle' where transparent communication enables public participation, which in turn strengthens accountability and increases public trust, further encouraging engagement.","ai_generated":true,"unit":"pari-000130#insight-6","date_modified":"2026-10-23"},{"text":"To improve communication, the brief recommends positioning communication units within the Office of the Municipal Manager and applying the Government Segmentation Model (GSM) to tailor messaging by language, location, and socio-economic context.","ai_generated":true,"unit":"pari-000130#insight-7","date_modified":"2026-10-23"},{"text":"The brief asserts that South Africa does not need new policy instruments but rather the consistent implementation of existing frameworks, such as the GCIS Government Communication Policy and the National Communication Strategy Framework (NCSF).","ai_generated":true,"unit":"pari-000130#insight-8","date_modified":"2026-10-23"}],"climate_tags":["public participation","transparency","knowledge management","digital divide"],"geography_discussed":["Johannesburg"],"frame_perspective":[],"analysis_type":["policy analysis","empirical research"]},{"id":"sei-000637","url":"https://climateinsightsdirectory.org/document/sei-000637","title":"Measuring what matters: weADAPT","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2025-06-05","source_url":"https://www.sei.org/publications/measuring-what-matters-weadapt/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The study evaluated the weADAPT platform to address the common issues of information fragmentation and overabundance in online knowledge platforms. The results were used to upgrade the platform, update its theory of change, and create a tailored monitoring, evaluation, and learning framework with custom progress indicators. The authors argue that knowledge management must align with user needs and prioritize measuring valued outcomes over easily quantifiable metrics to better support evidence-based climate adaptation.","ai_generated":true,"unit":"sei-000637#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The effectiveness of online knowledge platforms for climate action is frequently limited by an overabundance and fragmentation of information, which can lead to redundancy, misinformation, and a loss of trust.","ai_generated":true,"unit":"sei-000637#insight-1","date_modified":"2026-10-23"},{"text":"The evaluation of the weADAPT platform provided the basis for a technical upgrade, a revised theory of change, and the creation of a monitoring, evaluation, and learning framework featuring custom progress indicators.","ai_generated":true,"unit":"sei-000637#insight-2","date_modified":"2026-10-23"},{"text":"The study concludes that platform impact should be measured based on what is valued by users rather than relying solely on metrics that are easy to quantify.","ai_generated":true,"unit":"sei-000637#insight-3","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","knowledge management"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["impact assessment","usability study"]},{"id":"gclifun-004828","url":"https://climateinsightsdirectory.org/document/gclifun-004828","title":"Strengthening Iran’s access to GCF with national ownership, knowledge-based policies and sound technologies","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2024-03-27","source_url":"https://www.greenclimate.fund/sites/default/files/document/20240327-irn-rs-002-approved-proposal.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document outlines a 24-month readiness and preparatory support programme for Iran, implemented by the FAO. It aims to address barriers to climate finance by establishing a National Climate Change Knowledge Hub, updating Technology Need Assessments, and supporting the accreditation of national Direct Access Entities. The project focuses on creating a bankable project pipeline, improving inter-agency coordination through the National Climate Change Working Group, and developing a National Climate Change Mitigation Plan, with a specific emphasis on the energy sector and gender-responsive climate action.","ai_generated":true,"unit":"gclifun-004828#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Iran faces significant climate vulnerabilities, including a 50% drop in surface water resources and a 52% increase in the flood occurrence index.","ai_generated":true,"unit":"gclifun-004828#insight-1","date_modified":"2026-10-23"},{"text":"The energy sector is the primary driver of greenhouse gas emissions in Iran, accounting for 81% of total emissions as of 2010.","ai_generated":true,"unit":"gclifun-004828#insight-2","date_modified":"2026-10-23"},{"text":"Several critical barriers impede Iran's access to climate finance, including a lack of national entities with the capacity for direct access, the absence of evidence-based decision-support systems, and restrictions on technology transfer due to economic sanctions.","ai_generated":true,"unit":"gclifun-004828#insight-3","date_modified":"2026-10-23"},{"text":"The project aims to establish a National Climate Change Knowledge Hub (NCCKH) in partnership with academia to institutionalize the sharing of best practices and provide climate change education.","ai_generated":true,"unit":"gclifun-004828#insight-4","date_modified":"2026-10-23"},{"text":"A key objective is to support the accreditation of at least three national entities to navigate Stage 1 and two entities to advance through Stage 2 of the GCF Direct Access Accreditation process.","ai_generated":true,"unit":"gclifun-004828#insight-5","date_modified":"2026-10-23"},{"text":"The proposal includes the development of a National Climate Change Mitigation Plan and an updated Technology Need Assessment (TNA) and Technology Action Plan (TAP) for priority sectors, including oil and gas, power, and agriculture.","ai_generated":true,"unit":"gclifun-004828#insight-6","date_modified":"2026-10-23"},{"text":"The project will strengthen national coordination by establishing the Climate Change Policy Advice Group (CCPAG) to provide high-level decision support to the National Climate Change Working Group (NCCWG).","ai_generated":true,"unit":"gclifun-004828#insight-7","date_modified":"2026-10-23"},{"text":"To mobilize private sector investment, the project will deliver an innovative business identification training programme specifically targeting SMEs and women's entrepreneurship.","ai_generated":true,"unit":"gclifun-004828#insight-8","date_modified":"2026-10-23"},{"text":"The project intends to develop three concept notes for priority sectors, including one specifically for the establishment of a National Climate Change Mitigation Fund.","ai_generated":true,"unit":"gclifun-004828#insight-9","date_modified":"2026-10-23"}],"climate_tags":["climate finance","Direct Access","greenhouse gas emissions","climate change adaptation","climate change mitigation","private investment","capacity building","knowledge management","Low carbon development","climate resilience"],"geography_discussed":["Bangkok","Tehran","Rome"],"frame_perspective":[],"analysis_type":["policy proposal","capacity assessment","strategic planning"]},{"id":"gclifun-004829","url":"https://climateinsightsdirectory.org/document/gclifun-004829","title":"Support for the Establishment of Essential Mechanism, Development of Country Program and Concept Notes, and Pre-Accreditation of a Private Sector Entity and Post-Accreditation of a DAE in Ethiopia","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2024-03-21","source_url":"https://www.greenclimate.fund/sites/default/files/document/20240329-ethiopia.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document outlines a 24-month readiness program (April 2024 to March 2026) implemented by the Global Green Growth Institute (GGGI) for Ethiopia. It focuses on four main areas: building the capacity of the Ministry of Planning and Development (the new NDA) and the Ministry of Finance; supporting the pre-accreditation of the Development Bank of Ethiopia (DBE) to access the GCF Private Sector Facility; establishing essential coordination mechanisms including a No-Objection procedure and an operational manual; and developing a GCF Country Programming Document and two high-quality project concept notes based on pre-feasibility studies. The program also includes the creation of a knowledge management portal and international learning visits to countries such as Rwanda, South Africa, or Tanzania.","ai_generated":true,"unit":"gclifun-004829#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The proposal requests a total amount of USD 903,359 to be implemented over a 24-month period from April 2024 to March 2026.","ai_generated":true,"unit":"gclifun-004829#insight-1","date_modified":"2026-10-23"},{"text":"The Ministry of Planning and Development (MOPD) was appointed as the National Designated Authority (NDA) for the GCF in September 2022, replacing the Environmental Protection Authority (EPA).","ai_generated":true,"unit":"gclifun-004829#insight-2","date_modified":"2026-10-23"},{"text":"Ethiopia's updated NDC targets a 68.8% reduction in greenhouse gas emissions by 2030 compared to the Business-As-Usual scenario, with a total finance requirement of USD 316 billion.","ai_generated":true,"unit":"gclifun-004829#insight-3","date_modified":"2026-10-23"},{"text":"The program aims to support the accreditation of the Development Bank of Ethiopia (DBE) to enable the country to access the GCF's Private Sector Facility.","ai_generated":true,"unit":"gclifun-004829#insight-4","date_modified":"2026-10-23"},{"text":"A primary objective is to establish a standardized No-Objection procedure and an operational manual for institutional coordination, as previous attempts under grant ETH-RS-001 were not completed.","ai_generated":true,"unit":"gclifun-004829#insight-5","date_modified":"2026-10-23"},{"text":"The project will develop a GCF Country Programming Document and a GCF Handbook to identify strategic priorities and provide guidance to stakeholders on navigating GCF policies.","ai_generated":true,"unit":"gclifun-004829#insight-6","date_modified":"2026-10-23"},{"text":"The program intends to prioritize and strengthen two specific project concept notes for GCF submission, supported by pre-feasibility studies.","ai_generated":true,"unit":"gclifun-004829#insight-7","date_modified":"2026-10-23"},{"text":"To address high staff turnover in government agencies, the project will establish an information sharing and knowledge management portal to retain institutional memory.","ai_generated":true,"unit":"gclifun-004829#insight-8","date_modified":"2026-10-23"},{"text":"The program includes international learning visits to potential host countries including Rwanda, South Africa, and Tanzania to study best practices in accreditation and country programming.","ai_generated":true,"unit":"gclifun-004829#insight-9","date_modified":"2026-10-23"},{"text":"The Ministry of Finance (MOF) is currently the only national accredited entity in Ethiopia, but it is limited to small-sized projects and is seeking an upgrade to medium-sized projects (up to USD 250 million).","ai_generated":true,"unit":"gclifun-004829#insight-10","date_modified":"2026-10-23"}],"climate_tags":["climate finance","accreditation","capacity building","greenhouse gas emissions","Nationally Determined Contributions","climate change mitigation","knowledge management","fiduciary","Environmental and Social Safeguards"],"geography_discussed":["Rwanda","South Africa","Tanzania","South Korea"],"frame_perspective":[],"analysis_type":["proposal","capacity assessment","strategic planning"]},{"id":"napglob-000290","url":"https://climateinsightsdirectory.org/document/napglob-000290","title":"Integrating Learning Into the National Adaptation Plan Process","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"report","language":"en","date_published":"2024-03","source_url":"https://napglobalnetwork.org/wp-content/uploads/2024/03/napgn-en-2024-learning-naps.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report argues that the effectiveness of National Adaptation Plan (NAP) processes depends on embedding deliberate learning—defined as the collective process of acquiring and applying knowledge to change attitudes and behaviors—rather than assuming learning happens automatically through monitoring and evaluation (M&E). It proposes a framework for fostering learning by integrating it across the planning, implementation, and MEL phases, strengthening enabling environments (such as leadership and institutional arrangements), and linking activities to concrete outcomes. A review of 45 NAP documents reveals that while 89% mention 'learning', most references are generic and high-level, with M&E being the primary identified source of learning. The report concludes with eight considerations for countries, emphasizing the need for clear learning directions, inclusion of marginalized groups, and dedicated resources from knowledge brokers.","ai_generated":true,"unit":"napglob-000290#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Learning in the NAP process is defined as a collective and deliberate process of acquiring, assessing, and disseminating knowledge that leads to changed or reinforced knowledge, attitudes, and behaviours regarding climate adaptation.","ai_generated":true,"unit":"napglob-000290#insight-1","date_modified":"2026-10-23"},{"text":"Effective learning requires deliberate integration across three overlapping phases: planning (e.g., risk assessments), implementation (e.g., project management), and monitoring, evaluation, and learning (MEL), where deeper reviews can inform the next cycle.","ai_generated":true,"unit":"napglob-000290#insight-2","date_modified":"2026-10-23"},{"text":"A review of 45 NAP documents submitted to the UNFCCC found that 89% explicitly refer to 'learning', but most references are generic, high-level statements and few countries present NAPs as an ongoing, deliberate learning process.","ai_generated":true,"unit":"napglob-000290#insight-3","date_modified":"2026-10-23"},{"text":"Monitoring and Evaluation (M&E) is the primary mechanism identified for generating learning, with over half of the reviewed documents explicitly linking the two, although the report notes that M&E does not automatically result in learning.","ai_generated":true,"unit":"napglob-000290#insight-4","date_modified":"2026-10-23"},{"text":"Institutional arrangements and information management are frequently mentioned in NAP documents, but they are rarely explicitly linked to deliberate learning processes.","ai_generated":true,"unit":"napglob-000290#insight-5","date_modified":"2026-10-23"},{"text":"Certain countries demonstrate more advanced integration of learning: Colombia includes a dedicated section on systematizing lessons learned, and Bangladesh utilizes 'adaptation pathways' to accommodate learning and uncertainty.","ai_generated":true,"unit":"napglob-000290#insight-6","date_modified":"2026-10-23"},{"text":"The report identifies critical enablers for learning, including high-level political leadership, flexible institutional arrangements, engagement with diverse actors, and dedicated financial resources for translating insights into practice.","ai_generated":true,"unit":"napglob-000290#insight-7","date_modified":"2026-10-23"}],"climate_tags":["national adaptation plan","climate change adaptation","capacity building","knowledge management","Climate risk assessment","climate finance"],"geography_discussed":["Bangladesh","Colombia","Kiribati","Fiji","South Sudan","Sierra Leone","Ecuador","Suriname","Saint Vincent and the Grenadines","Tonga","Togo","Burkina Faso","Costa Rica","Niger","Papua New Guinea","Chile","Madagascar","Nepal","Peru","Cameroon","Saint Lucia","Ethiopia","Sudan","Bosnia and Herzegovina","Kuwait"],"frame_perspective":[],"analysis_type":["literature review","document analysis"]},{"id":"wwf-000217","url":"https://climateinsightsdirectory.org/document/wwf-000217","title":"Midterm Review of WWF GEF Project in Eastern Indonesia Assessment Report","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"report","language":"en","date_published":"2024-01-31","source_url":"https://www.worldwildlife.org/documents/1081/1ghrmeygrs_PNCI_MTR_Final_Report_V6.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The midterm review finds that while the project's design remains relevant, its overall effectiveness is low, with few measurable outcomes achieved relative to the ~70 million USD investment. Key impediments include significant delays in initiation, inadequate organizational capacity within the Ministry of Marine Affairs and Fisheries (MMAF), and a lack of alignment between the project's Theory of Change and implemented activities. The report highlights a critical need to shift resources toward community-level interventions (Component B), improve monitoring and evaluation systems to track behavior change, and strengthen the Project Steering Committee to better mobilize co-financing and ensure long-term sustainability.","ai_generated":true,"unit":"wwf-000217#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The project's overall effectiveness is rated as low, with achievements primarily at the output level and failing to demonstrate measurable impact on environmental targets or socio-economic benefits for beneficiaries.","ai_generated":true,"unit":"wwf-000217#insight-1","date_modified":"2026-10-23"},{"text":"The project's financial efficiency is poor, characterized by a very low spending rate where a disproportionate amount of the budget was spent on travel and meetings rather than staff salaries and technical expertise.","ai_generated":true,"unit":"wwf-000217#insight-2","date_modified":"2026-10-23"},{"text":"The Monitoring and Evaluation (M&E) system is inadequate for adaptive management, as it lacks indicators for the project's highest-level targets and focuses on activity completion rather than behavior change.","ai_generated":true,"unit":"wwf-000217#insight-3","date_modified":"2026-10-23"},{"text":"The project suffered from significant early delays, including a three-year gap between CEO endorsement in 2017 and the signing of the Grant Agreement in late 2019.","ai_generated":true,"unit":"wwf-000217#insight-4","date_modified":"2026-10-23"},{"text":"The project's sustainability is considered low due to financial risks, lack of a clear scaling model, and a failure to follow up on beneficiary feedback.","ai_generated":true,"unit":"wwf-000217#insight-5","date_modified":"2026-10-23"},{"text":"Gender mainstreaming efforts have been limited to ensuring balanced participation in activities, failing to link women's inclusion to the project's core objective of reducing fishing pressure.","ai_generated":true,"unit":"wwf-000217#insight-6","date_modified":"2026-10-23"},{"text":"The Blue Abadi Fund (BAF) under Component C has achieved full capitalization of its original USD 30 million estimate, but its impact on livelihoods remains limited due to the low capacity of local grantees.","ai_generated":true,"unit":"wwf-000217#insight-7","date_modified":"2026-10-23"},{"text":"There are significant concerns regarding the organizational capacity of the Project Management Unit (PMU), with many staff lacking the necessary background or competencies for their roles.","ai_generated":true,"unit":"wwf-000217#insight-8","date_modified":"2026-10-23"},{"text":"The project's internal coherence is low, as several activities and outputs are inconsistent with the overall goal and intended scale of impact.","ai_generated":true,"unit":"wwf-000217#insight-9","date_modified":"2026-10-23"},{"text":"The project's risk classification remains 'medium,' as no new high-risk socio-political contexts have emerged since the design phase.","ai_generated":true,"unit":"wwf-000217#insight-10","date_modified":"2026-10-23"}],"climate_tags":["blue economy","gender mainstreaming","sustainable finance","knowledge management"],"geography_discussed":["West Papua","Ambon","Tual","Manokwari"],"frame_perspective":[],"analysis_type":["midterm review","effectiveness assessment","sustainability analysis","governance review"]},{"id":"gclifun-005934","url":"https://climateinsightsdirectory.org/document/gclifun-005934","title":"Chadian private sector support for low carbon and climate-resilient development","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2024-01-11","source_url":"https://www.greenclimate.fund/sites/default/files/document/gcf-readiness-proposal-chad-ifdd.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The proposal identifies significant barriers preventing the Chadian private sector from contributing to climate action, including the NDA's poor understanding of private sector roles and a lack of national technical expertise in climate finance. To address these, the project proposes a series of capacity-building activities: training the NDA on GCF private sector facilities, establishing a private sector coordination mechanism, developing a roadmap for the accreditation of a private sector Direct Access Entity, and creating a knowledge management system. The project will be implemented by the Institut de la Francophonie pour le Développement Durable (IFDD) over 18 months, with a strong focus on gender mainstreaming, targeting at least 40% female participation in training and strategy development.","ai_generated":true,"unit":"gclifun-005934#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Chad is highly vulnerable to climate change, characterized by persistent drought progressing at 3 km per year in the north and increasing temperatures, with the N'Djamena station recording a rise of +1.5 °C and +1 °C in the last two decades.","ai_generated":true,"unit":"gclifun-005934#insight-1","date_modified":"2026-10-23"},{"text":"Despite the private sector's potential, its contribution to climate action in Chad is very low due to barriers such as poor transport infrastructure, unreliable electricity, lack of skilled labor, and a regulatory framework that does not provide incentives for investing in adaptation or mitigation technologies.","ai_generated":true,"unit":"gclifun-005934#insight-2","date_modified":"2026-10-23"},{"text":"The National Designated Authority (NDA) lacks the capacity to effectively engage the private sector, specifically suffering from a poor understanding of the private sector's role in a low-carbon economy and a lack of national technical expertise in climate finance resource mobilization.","ai_generated":true,"unit":"gclifun-005934#insight-3","date_modified":"2026-10-23"},{"text":"Chad has not yet submitted any national or local funding proposals exclusively dedicated to the country to the GCF; all approved GCF-funded climate projects in Chad have been regional or sub-regional initiatives.","ai_generated":true,"unit":"gclifun-005934#insight-4","date_modified":"2026-10-23"},{"text":"The proposed intervention includes the creation of a private sector coordination mechanism consisting of an NDA-led working group with representatives from private-sector organizations, the NDA, and the Ministry of Finance.","ai_generated":true,"unit":"gclifun-005934#insight-5","date_modified":"2026-10-23"},{"text":"The project aims to establish a roadmap to identify and accredit a private sector Direct Access Entity (DAE) to the GCF, as Chad currently lacks an accredited DAE dedicated to private sector climate resource mobilization.","ai_generated":true,"unit":"gclifun-005934#insight-6","date_modified":"2026-10-23"},{"text":"A knowledge management system will be developed, featuring a best-practice guide for the NDA and an e-learning module for private sector stakeholders, hosted on the national GCF website.","ai_generated":true,"unit":"gclifun-005934#insight-7","date_modified":"2026-10-23"},{"text":"Gender disparities in Chad are severe, with only 12.3% of girls enrolled in secondary education and a literacy gap where only 14% of women are able to read; the project mandates a minimum of 40% female participation in training and strategy development.","ai_generated":true,"unit":"gclifun-005934#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate finance","Private sector engagement","Low carbon development","climate resilience","capacity building","Direct Access","gender mainstreaming","desertification","climate change mitigation","knowledge management"],"geography_discussed":["N'Djamena","Canada"],"frame_perspective":[],"analysis_type":["policy proposal","capacity assessment","strategic planning"]},{"id":"cdkn-001000","url":"https://climateinsightsdirectory.org/document/cdkn-001000","title":"How to contribute climate change information to Wikipedia","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"guide","language":"en","date_published":"2020-10","source_url":"https://cdkn.org/sites/default/files/files/Wikipedia-Guide-First-Edition-2020-v2.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that Wikipedia is a critical tool for communicating climate change information to a wider audience than academic journals, noting that it is often the first port of call for the general public and policymakers. It highlights a 'systemic bias' in Wikipedia's contributor base, which tends to be male and from developed countries, resulting in a lack of content from the Global South, particularly Africa. To address this, the guide provides detailed technical instructions on creating accounts, adding citations, using the Visual and Source editors, and navigating Talk pages. It also outlines the 'five pillars' of Wikipedia editing, emphasizing a neutral point of view and the necessity of verifiable sources. Furthermore, the guide explains how to join WikiProjects, such as WikiProject Climate Change, and provides a step-by-step framework for organizing 'edit-a-thons' to collaboratively improve specific topic areas.","ai_generated":true,"unit":"cdkn-001000#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Wikipedia serves as a high-impact communication channel for climate research because it is freely accessible and highly optimized for search engines, unlike academic journals which are often behind paywalls.","ai_generated":true,"unit":"cdkn-001000#insight-1","date_modified":"2026-10-23"},{"text":"There is a significant systemic bias in Wikipedia's editor demographics, with a predominance of male editors from developed countries; in 2015, only 20% of editors were from the Global South.","ai_generated":true,"unit":"cdkn-001000#insight-2","date_modified":"2026-10-23"},{"text":"Africa is particularly underrepresented on the platform, contributing only about 1.3% of the world's edits between October and December 2014.","ai_generated":true,"unit":"cdkn-001000#insight-3","date_modified":"2026-10-23"},{"text":"The use of Wikipedia varies by socio-economic status; readers from less developed countries are more likely to use the platform for in-depth learning and science-oriented topics compared to those in industrialized countries.","ai_generated":true,"unit":"cdkn-001000#insight-4","date_modified":"2026-10-23"},{"text":"Climate change content on Wikipedia is often under-developed; as of July 2020, only five climate-related articles held the highest 'feature article' (FA) quality rating, while the majority were classified as 'stub', 'start', or 'C-class'.","ai_generated":true,"unit":"cdkn-001000#insight-5","date_modified":"2026-10-23"},{"text":"Public interest in climate change topics on Wikipedia saw a significant increase in 2019, with views rising 80% from 5.5 million in January 2019 to nearly 9.5 million in January 2020.","ai_generated":true,"unit":"cdkn-001000#insight-6","date_modified":"2026-10-23"},{"text":"Researchers are encouraged to contribute to Wikipedia but must adapt their writing style from academic to plain language, avoiding technical jargon and maintaining a neutral point of view.","ai_generated":true,"unit":"cdkn-001000#insight-7","date_modified":"2026-10-23"},{"text":"Wikipedia's reliability is maintained through a community-driven review mechanism and a strict verifiability policy that requires all new edits to cite reliable, third-party sources.","ai_generated":true,"unit":"cdkn-001000#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change","climate change adaptation","climate justice","sustainable energy","renewable energy","climate finance","knowledge management"],"geography_discussed":["Africa","United States","United Kingdom","India","Canada","Australia","Germany","Philippines","Ireland","Netherlands","Indonesia","South Africa","Nigeria","Egypt","Brazil","Argentina","Chile","Namibia"],"frame_perspective":[],"analysis_type":["guide","instructional"]},{"id":"napglob-000209","url":"https://climateinsightsdirectory.org/document/napglob-000209","title":"Ethiopias Climate Resilient Green Economy: National Adaptation Plan (NAP) Implementation Roadmap","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"report","language":"en","date_published":"2020-08","source_url":"https://napglobalnetwork.org/wp-content/uploads/2020/08/napgn-en-2020-Ethiopia-climate-resilient-green-economy-nap-roadmap.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The NAP Implementation Roadmap for Ethiopia details a strategic framework to reduce climate vulnerability from 2020 to 2030. It focuses on five implementation components: agriculture and water, natural resource management, health, livelihoods and social protection, climate services and adaptation technologies, and infrastructure. The roadmap identifies 18 adaptation options and five strategic priorities, emphasizing the mainstreaming of climate adaptation into national development plans like the Growth and Transformation Plan (GTP). Key goals include achieving food security by 2030 and expanding access to safe water. The document highlights significant capacity gaps at sub-national levels and the need for a resource mobilization strategy to meet an estimated implementation cost of USD 90 billion.","ai_generated":true,"unit":"napglob-000209#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Climate change is projected to potentially reduce Ethiopia's GDP by up to 10% by 2045 when compared to a 2011 baseline scenario.","ai_generated":true,"unit":"napglob-000209#insight-1","date_modified":"2026-10-23"},{"text":"Ethiopia's agricultural systems are almost entirely rain-fed, with only 2%–3% of cropland currently utilizing irrigation despite a potential of 2.7 million hectares.","ai_generated":true,"unit":"napglob-000209#insight-2","date_modified":"2026-10-23"},{"text":"The National Adaptation Plan (NAP-ETH) identifies 18 adaptation options and five strategic priorities for implementation between 2019 and 2030.","ai_generated":true,"unit":"napglob-000209#insight-3","date_modified":"2026-10-23"},{"text":"Regional prioritization shows that enhancing food security through climate-smart agricultural productivity is the highest priority, cited by all 10 regions.","ai_generated":true,"unit":"napglob-000209#insight-4","date_modified":"2026-10-23"},{"text":"The vision for the agriculture and water sector is to make Ethiopia food secure and independent of food aid by 2030, including a target to increase agricultural production by 10%.","ai_generated":true,"unit":"napglob-000209#insight-5","date_modified":"2026-10-23"},{"text":"The One WASH National Program (OWNP) is the flagship project for potable water, with investments of approximately USD 2.4 billion between 2013 and 2020.","ai_generated":true,"unit":"napglob-000209#insight-6","date_modified":"2026-10-23"},{"text":"The Productive Safety Net Program (PSNP) serves as a primary response mechanism to climate change, providing multi-year transfers to chronically food-insecure households.","ai_generated":true,"unit":"napglob-000209#insight-7","date_modified":"2026-10-23"},{"text":"The National Meteorology Agency (NMA) is the sole entity mandated to disseminate weather forecasts, but it lacks the capacity to generate location-specific data for more than 15 woredas at a time.","ai_generated":true,"unit":"napglob-000209#insight-8","date_modified":"2026-10-23"},{"text":"The total indicative resource cost to implement the NAP-ETH from 2020 to 2030 is estimated at USD 90 billion, based on an annual requirement of USD 6 billion.","ai_generated":true,"unit":"napglob-000209#insight-9","date_modified":"2026-10-23"},{"text":"Mainstreaming climate adaptation into the Growth and Transformation Plan (GTP) has been limited, as the CRGE was often presented as a stand-alone activity in GTP II.","ai_generated":true,"unit":"napglob-000209#insight-10","date_modified":"2026-10-23"},{"text":"The CRGE National Capacity Development Strategy (NCDP) has an estimated budget of USD 40 million to address organizational, system, and human capacity gaps.","ai_generated":true,"unit":"napglob-000209#insight-11","date_modified":"2026-10-23"},{"text":"Infrastructure resilience is critical as urban populations are projected to triple between 2010 and 2040, increasing the risk of climate-induced damage to roads, power lines, and drainage.","ai_generated":true,"unit":"napglob-000209#insight-12","date_modified":"2026-10-23"}],"climate_tags":["national adaptation plan","Climate-smart agriculture","water management","natural resource management","social protection","Climate information service","early warning system","renewable energy","urban resilience","climate finance","capacity building","gender mainstreaming","ecosystem-based adaptation","knowledge management"],"geography_discussed":["Afar Region","Somali Region","Dire Dawa","Harari Region","Addis Ababa"],"frame_perspective":[],"analysis_type":["strategic roadmap","policy analysis","capacity assessment"]},{"id":"napglob-000429","url":"https://climateinsightsdirectory.org/document/napglob-000429","title":"ESTUDIO TÉCNICO PARA EL APOYO DE LOS PLANES DE ADAPTACIÓN AL CAMBIO CLIMÁTICO DE LOS SECTORES VIVIENDA, AGUA Y SANEAMIENTO BÁSICO E INDUSTRIA","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"report","language":"es","date_published":"2019-03","source_url":"https://napglobalnetwork.org/wp-content/uploads/2019/04/P9-Reporte-final-Resultados-Generales.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report details the technical and financial structuring of climate change adaptation plans for three Colombian sectors: Water and Basic Sanitation, Manufacturing Industry, and Housing, City and Territory. It establishes adaptation goals, indicators, and portfolios of measures for each, while providing estimated costs for prioritized actions. The process highlights a strong reliance on existing Disaster Risk Management (DRD) frameworks and a significant need for knowledge management and technical capacity building across all sectors.","ai_generated":true,"unit":"napglob-000429#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The adaptation process for the three sectors relied heavily on existing Disaster Risk Management (GRD) frameworks, using them as a starting point for climate change adaptation (ACC).","ai_generated":true,"unit":"napglob-000429#insight-1","date_modified":"2026-10-23"},{"text":"The Water and Basic Sanitation sector has established six adaptation goals for 2030, including reducing by 50% the inhabitants affected by climate impacts on infrastructure and achieving 68% treatment of urban domestic wastewater.","ai_generated":true,"unit":"napglob-000429#insight-2","date_modified":"2026-10-23"},{"text":"Three prioritized measures for the Water and Basic Sanitation sector have estimated total costs ranging from approximately 3.4 billion to 8.9 billion COP, with the highest cost assigned to strengthening knowledge management.","ai_generated":true,"unit":"napglob-000429#insight-3","date_modified":"2026-10-23"},{"text":"The Manufacturing Industry sector's adaptation goals include having at least 5 technical instruments with adaptation elements, 100 companies reporting ACC information (including SMEs), and 250 companies receiving technical assistance.","ai_generated":true,"unit":"napglob-000429#insight-4","date_modified":"2026-10-23"},{"text":"A survey of 14 manufacturing companies revealed that while most have risk matrices, they generally do not include hydro-climatic risks, and only 14% identify opportunities presented by climate change.","ai_generated":true,"unit":"napglob-000429#insight-5","date_modified":"2026-10-23"},{"text":"Prioritized measures for the Manufacturing Industry sector have estimated costs between 2.6 billion and 3.8 billion COP, focusing on capacity building, resource demand management, and monitoring mechanisms.","ai_generated":true,"unit":"napglob-000429#insight-6","date_modified":"2026-10-23"},{"text":"The Housing, City and Territory sector aims for 80% of municipalities to have adaptation measures articulated with GRD in their Land Use Plans (POT) and to reduce vulnerability in high-risk mitigable settlements by 30%.","ai_generated":true,"unit":"napglob-000429#insight-7","date_modified":"2026-10-23"},{"text":"Estimated costs for prioritized housing sector measures range from 1.2 billion to 1.5 billion COP, covering the definition of POT guidelines, adaptation plans for high-risk settlements, and construction specifications for new homes.","ai_generated":true,"unit":"napglob-000429#insight-8","date_modified":"2026-10-23"},{"text":"A common institutional weakness across sectors is that climate change tasks are often assigned to contractors without guaranteed continuity within the ministries.","ai_generated":true,"unit":"napglob-000429#insight-9","date_modified":"2026-10-23"},{"text":"Most adaptation goals and measures across the three sectors are currently focused on 'Knowledge Management' due to the early stage of appropriation of the topic.","ai_generated":true,"unit":"napglob-000429#insight-10","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","industrial manufacturing","housing","urban planning","land-use planning","disaster risk reduction","climate finance","knowledge management","sustainability in construction","water management"],"geography_discussed":["Bogotá","Antioquia","Atlántico Department","Bolívar","Boyacá Department","Cundinamarca Department","Meta Department","Norte de Santander Department","Santander Department","Valle","Vichada Department"],"frame_perspective":[],"analysis_type":["technical assessment","financial structuring","policy alignment"]},{"id":"sei-000134","url":"https://climateinsightsdirectory.org/document/sei-000134","title":"Words Matter: Using Language Technology to Better Inform Climate Change Adaptation and Disaster Risk Reduction Communities","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"policy brief","language":"en","date_published":"2018-01-31","source_url":"https://www.sei.org/publications/words-matter-using-language-technology-better-inform-climate-change-adaptation-disaster-risk-reduction-communities/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The authors highlight that significant knowledge gaps in climate change adaptation and disaster risk reduction are often caused by an inability to find relevant information rather than a lack of knowledge. They propose the creation of a climate change \"translator\" and the adoption of more considered knowledge-sharing practices to prevent redundancies and improve collaboration across fragmented internet locations.","ai_generated":true,"unit":"sei-000134#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Knowledge gaps in climate change adaptation and disaster risk reduction are frequently a result of the inability to locate relevant information, which leads to redundancies and hinders collaboration.","ai_generated":true,"unit":"sei-000134#insight-1","date_modified":"2026-10-23"},{"text":"Despite the potential of the Information Age, critical knowledge remains undiscovered across various institutional websites and research databases.","ai_generated":true,"unit":"sei-000134#insight-2","date_modified":"2026-10-23"},{"text":"The authors propose the creation of a climate change \"translator\" and the use of language technology to improve communication and knowledge-sharing between adaptation and disaster risk reduction sectors.","ai_generated":true,"unit":"sei-000134#insight-3","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","disaster risk reduction","knowledge management"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["policy recommendation"]},{"id":"cdkn-000735","url":"https://climateinsightsdirectory.org/document/cdkn-000735","title":"Acting on climate vulnerability: Lessons from Quito","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"case study","language":"en","date_published":"2017-12","source_url":"https://cdkn.org/sites/default/files/files/Quito-Inside-Story-English_WEB-final.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document details how the Metropolitan District of Quito (DMQ), supported by the Climate and Development Knowledge Network (CDKN), developed a climate vulnerability study to inform its urban development plans. It highlights the importance of participatory indicator design, intersectoral coordination, and aligning technical evidence with political priorities to ensure institutional ownership and the implementation of adaptation measures.","ai_generated":true,"unit":"cdkn-000735#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Quito has experienced an average temperature increase of approximately 1.3°C over the last century, impacting human health, security, infrastructure, water availability, agricultural production, and ecosystems.","ai_generated":true,"unit":"cdkn-000735#insight-1","date_modified":"2026-10-23"},{"text":"The vulnerability study focused on five strategic sectors: water, biodiversity (ecosystems), risks (forest fires), agriculture, and health. While results for four sectors were suitable for policy use, the health sector results were incomplete and too complex for immediate policy integration due to research gaps and communication issues.","ai_generated":true,"unit":"cdkn-000735#insight-2","date_modified":"2026-10-23"},{"text":"Climate change has been integrated into the city's highest political strategy through the 2015–2025 development and land-use plan, specifically within a section titled ‘Quito: smart city’.","ai_generated":true,"unit":"cdkn-000735#insight-3","date_modified":"2026-10-23"},{"text":"The successful translation of evidence into policy, such as the DMQ Wildfire Management Plan, was driven by a methodology that responded to municipal needs and the active participation of technical authorities rather than them being passive recipients of data.","ai_generated":true,"unit":"cdkn-000735#insight-4","date_modified":"2026-10-23"},{"text":"A pilot project for climate change adaptation in two rural areas of DMQ incorporated a gender lens to identify power inequalities and matched technical vulnerability results with the population's own perceptions. This led to the prioritisation of ecosystem restoration using native species and sustainable irrigation and agriculture practices.","ai_generated":true,"unit":"cdkn-000735#insight-5","date_modified":"2026-10-23"},{"text":"Significant challenges to implementation include limited sectoral coordination due to complex governance structures, difficulties accessing historical data (particularly in the health sector), and a limited understanding of climate change issues outside the dedicated Climate Change Unit.","ai_generated":true,"unit":"cdkn-000735#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate change vulnerability","climate change adaptation","urban development","water security","biodiversity","forest fire","agriculture","public health","land-use planning","climate finance","knowledge management"],"geography_discussed":["Ecuador","Mexico City"],"frame_perspective":[],"analysis_type":["case study"]},{"id":"napglob-000085","url":"https://climateinsightsdirectory.org/document/napglob-000085","title":"National Adaptation Plan (NAP) Process Strategic Planning Workshop Report","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"report","language":"en","date_published":"2017-08","source_url":"https://napglobalnetwork.org/wp-content/uploads/2017/09/Ethiopia-Strategic-Planning-Workshop-Report-11092017.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report details a workshop conducted by the NAP Global Network with the Ethiopian government to transition from the finalization of the National Adaptation Plan (NAP-ETH) to its implementation. It outlines five strategic priorities for adaptation: mainstreaming into policies, building institutional capacity, establishing sustainable funding, advancing research, and improving knowledge management. The document also assesses the opportunities and challenges regarding vertical integration, noting that while political commitment and existing governance structures are strengths, financial constraints and capacity gaps at sub-national levels remain significant hurdles.","ai_generated":true,"unit":"napglob-000085#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The National Adaptation Plan (NAP-ETH) is structured around five strategic priorities: mainstreaming adaptation into development policies and plans, building long-term institutional capacities, implementing sustainable funding mechanisms, advancing adaptation research and development, and improving the knowledge management system.","ai_generated":true,"unit":"napglob-000085#insight-1","date_modified":"2026-10-23"},{"text":"To advance the mainstreaming of adaptation, Ethiopia needs to increase political commitment, enhance technical capacities, update guidelines to integrate NAP priorities, and establish consistent monitoring, evaluation, and reporting systems.","ai_generated":true,"unit":"napglob-000085#insight-2","date_modified":"2026-10-23"},{"text":"Resource mobilization for the NAP requires the design of a roadmap, the creation of bankable project documents, and increased awareness among the private sector, communities, and development organizations.","ai_generated":true,"unit":"napglob-000085#insight-3","date_modified":"2026-10-23"},{"text":"Vertical integration in the NAP process is mandated by assigning prioritization and implementation responsibilities to Woreda and Regional Governments, but this is hindered by staff turnover at sub-national levels, financial constraints, and a lack of a comprehensive M&E system across all levels.","ai_generated":true,"unit":"napglob-000085#insight-4","date_modified":"2026-10-23"},{"text":"Ethiopia's efforts to implement the NAP are supported by the existing Climate-Resilient Green Economy (CRGE) strategy, which provides the overarching framework for a climate-resilient economy.","ai_generated":true,"unit":"napglob-000085#insight-5","date_modified":"2026-10-23"}],"climate_tags":["national adaptation plan","climate change adaptation","mainstreaming","climate finance","capacity building","knowledge management"],"geography_discussed":["Addis Ababa"],"frame_perspective":[],"analysis_type":["strategic planning","capacity assessment"]},{"id":"cdkn-000160","url":"https://climateinsightsdirectory.org/document/cdkn-000160","title":"Learning organisations - emerging practice from CDKN’s experience","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"research paper","language":"en","date_published":"2017-07-28","source_url":"https://cdkn.org/resource/working-paper-learning-organisations-emerging-practice-from-cdkns-experience","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed"],"summary":{"text":"The document discusses the importance of becoming a 'learning organisation' to address the complex, non-linear challenges of integrating climate change into development action. It draws on the experience of the Climate and Development Knowledge Network (CDKN) to provide models and frameworks for organisational learning, noting that CDKN generates knowledge across Asia, Africa, and Latin America through research, technical assistance, and communications.","ai_generated":true,"unit":"cdkn-000160#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Integrating climate challenges into development action is a complex process characterized by interconnected, cross-sectoral, and multi-stakeholder challenges that are rarely predictable, meaning practitioners cannot rely solely on past experience or best practice.","ai_generated":true,"unit":"cdkn-000160#insight-1","date_modified":"2026-10-23"},{"text":"For organisations working on climate integration, the most critical factors for making progress are the ability to initiate action quickly and the establishment of a culture of learning.","ai_generated":true,"unit":"cdkn-000160#insight-2","date_modified":"2026-10-23"}],"climate_tags":["knowledge management"],"geography_discussed":["Asia","Africa","Latin America"],"frame_perspective":[],"analysis_type":[]},{"id":"cdkn-000521","url":"https://climateinsightsdirectory.org/document/cdkn-000521","title":"Climate Knowledge Brokers Group Workshop Report 23–24 June 2015 UN City, Copenhagen, Denmark","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"report","language":"en","date_published":"2015-07","source_url":"https://cdkn.org/sites/default/files/files/CKB-Workshop-2015-Report.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The 2015 Climate Knowledge Brokers (CKB) Group workshop, held in Copenhagen, aimed to refine the CKB Manifesto and explore how to better meet the diverse needs of climate information users. Participants identified five user categories—unaware, ignored, without access, without time, and overwhelmed—and discussed tailored brokering strategies for each. The workshop also featured 'Knowledge Sharing Clinics' for peer-to-peer problem solving and proposed the creation of 'nodes' (working groups) to advance specific themes like monitoring and evaluation (M&E). Future goals include expanding the network's geographic diversity, particularly in Africa and Asia, and developing a 'Climate Knowledge Grid' to reduce information duplication and improve decision-making support.","ai_generated":true,"unit":"cdkn-000521#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The primary objective of the workshop was to 'road-test the new CKB Manifesto', which serves to explain the importance of the climate knowledge brokering role to donors, users, and other brokers.","ai_generated":true,"unit":"cdkn-000521#insight-1","date_modified":"2026-10-23"},{"text":"Participants identified five distinct categories of climate information users based on their specific barriers: 'Unaware users', 'Ignored users', 'Users without access', 'Users without time', and 'Overwhelmed users with too much information'.","ai_generated":true,"unit":"cdkn-000521#insight-2","date_modified":"2026-10-23"},{"text":"The workshop concluded that different user groups require different brokering approaches; for example, users without access and time-poor users require a 'proactive' approach from brokers to be effective.","ai_generated":true,"unit":"cdkn-000521#insight-3","date_modified":"2026-10-23"},{"text":"The CKB group proposed the creation of 'nodes', which are thematic or regional working groups designed to take forward specific ideas and ensure continuity between annual workshops.","ai_generated":true,"unit":"cdkn-000521#insight-4","date_modified":"2026-10-23"},{"text":"Monitoring and evaluation (M&E) was identified as a critical priority and a significant challenge for members, with a proposed goal to help individuals 'demonstrate the impact of their work'.","ai_generated":true,"unit":"cdkn-000521#insight-5","date_modified":"2026-10-23"},{"text":"To increase the internationality of the network, the group discussed moving workshops to North America and establishing regional workshops in Africa and Asia through local partners.","ai_generated":true,"unit":"cdkn-000521#insight-6","date_modified":"2026-10-23"},{"text":"The group discussed the development of a 'Climate Knowledge Grid' to help users avoid 'portal proliferation syndrome' and ensure they find the right information for specific tasks.","ai_generated":true,"unit":"cdkn-000521#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate finance","climate change adaptation","climate change mitigation","knowledge management","Low carbon development"],"geography_discussed":["Ethiopia","Indonesia","Nepal","Africa","Asia","North America","United States"],"frame_perspective":[],"analysis_type":["workshop report","peer review"]},{"id":"sei-002016","url":"https://climateinsightsdirectory.org/document/sei-002016","title":"weadapt-2014-learning-across-locales-organizations-330188f4233bc60c.pdf","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"briefing","language":"en","date_published":"2014","source_url":"https://www.sei.org/mediamanager/documents/Publications/Climate/weADAPT-2014-Learning-across-locales-organizations.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document outlines the evolution of weADAPT from its 2007 launch as wikiADAPT, detailing the transition from a simple wiki to a sophisticated knowledge platform. It highlights the critical role of trust, long-standing relationships, and face-to-face engagement in overcoming barriers to knowledge-sharing. Key technical improvements discussed include semantic tagging for better searchability, a user-friendly editing interface, and the creation of the Google Earth Adaptation Layer for spatial case studies. The authors argue that a successful platform must move beyond simple information supply to support actual decision-making through tools and a distributed ownership model involving expert Knowledge Partners.","ai_generated":true,"unit":"sei-002016#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Early efforts to encourage knowledge-sharing revealed significant barriers, including user time constraints, lack of technical skills, and a desire to maintain ownership of knowledge.","ai_generated":true,"unit":"sei-002016#insight-1","date_modified":"2026-10-23"},{"text":"The Frontline Knowledge Explorer (FKx) experiment in 2009 demonstrated that contributions are primarily driven by existing trust and shared visions rather than publicity or the perceived quality of an idea.","ai_generated":true,"unit":"sei-002016#insight-2","date_modified":"2026-10-23"},{"text":"To increase visibility and accreditation, weADAPT implemented semantic tagging and made organizational logos central to content, which improved search engine rankings and encouraged collaboration.","ai_generated":true,"unit":"sei-002016#insight-3","date_modified":"2026-10-23"},{"text":"The platform developed the Google Earth Adaptation Layer and a Google Maps option to present place-based case studies visually and improve accessibility in low-bandwidth areas.","ai_generated":true,"unit":"sei-002016#insight-4","date_modified":"2026-10-23"},{"text":"A distributed model of collaboration was adopted where recognized expert organizations, such as CIFOR for the Forests and Climate Change theme, manage specific spaces to ensure sustainability and quality.","ai_generated":true,"unit":"sei-002016#insight-5","date_modified":"2026-10-23"},{"text":"Face-to-face 'user labs' conducted in 2011-2012 were essential for identifying non-intuitive functionality, such as search results and the visibility of the Google Translate button, which were not apparent to developers.","ai_generated":true,"unit":"sei-002016#insight-6","date_modified":"2026-10-23"},{"text":"The platform aims to support decision-making rather than just providing information by offering tools like the Climate Adaptation Options Explorer (ADx) and knowledge elicitation tools (KnETs).","ai_generated":true,"unit":"sei-002016#insight-7","date_modified":"2026-10-23"},{"text":"Financial sustainability remains a challenge, as many similar initiatives fail after initial project funding ends; weADAPT addresses this through institutional support and a shared ownership model.","ai_generated":true,"unit":"sei-002016#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","knowledge management","Community based adaptation","disaster risk reduction","Climate information service","capacity building"],"geography_discussed":["Tanzania","The Gambia"],"frame_perspective":[],"analysis_type":["case study","lessons learned"]},{"id":"iisd-003689","url":"https://climateinsightsdirectory.org/document/iisd-003689","title":"Understanding Needs, Meeting Demands","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2013-05","source_url":"https://www.iisd.org/system/files/publications/understanding_needs_platforms.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report investigates the gap between the supply of online climate knowledge brokering (CKB) platforms and the actual needs of users. Through a survey of 163 users and case studies of four platforms—AfricaAdapt, Climate Finance Options, Climate Change Policy & Practice, and the Eldis Climate Change Resource Guide—the authors find that platforms are often supply-driven and fail to reach key stakeholders like policy-makers and frontline actors. Users primarily rely on search engines rather than portals and continue to prefer traditional written documents over interactive Web 2.0 tools. The report argues for a shift toward needs-led design and the integration of offline engagement to foster genuine knowledge co-production.","ai_generated":true,"unit":"iisd-003689#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Online CKB platforms are frequently supply-driven, operating on the assumption that increasing the availability of online knowledge automatically leads to evidence-based policy and practice, often without a thorough understanding of user priorities.","ai_generated":true,"unit":"iisd-003689#insight-1","date_modified":"2026-10-23"},{"text":"Users rarely use CKB platforms as their primary starting point for information; instead, 51% of survey respondents begin their searches with generic search engines like Google and 34% use specific institutional websites.","ai_generated":true,"unit":"iisd-003689#insight-2","date_modified":"2026-10-23"},{"text":"Despite the availability of multimedia and interactive tools, users still primarily seek traditional paper-based formats, specifically research reports, policy documents, and journal articles.","ai_generated":true,"unit":"iisd-003689#insight-3","date_modified":"2026-10-23"},{"text":"There is a significant misalignment between the intended audiences of CKB platforms (often policy-makers) and the actual users, who are predominantly research-oriented professionals from international NGOs, academia, and consultancies.","ai_generated":true,"unit":"iisd-003689#insight-4","date_modified":"2026-10-23"},{"text":"Knowledge-sharing behaviour remains limited; while most users identify as sharers, 66% are only minimally or occasionally active, and many prefer receiving information over contributing.","ai_generated":true,"unit":"iisd-003689#insight-5","date_modified":"2026-10-23"},{"text":"The 'digital divide' continues to hinder the effectiveness of online CKB platforms in the global South, with some users citing poor connectivity and high costs as primary barriers to accessing information.","ai_generated":true,"unit":"iisd-003689#insight-6","date_modified":"2026-10-23"},{"text":"Offline interactions, such as face-to-face meetings and radio programs, are essential complements to online platforms for building trust, advertising services, and facilitating the co-production of knowledge.","ai_generated":true,"unit":"iisd-003689#insight-7","date_modified":"2026-10-23"},{"text":"Perceptions of trustworthiness vary by platform: some users trust content based on its link to respected global institutions, while others, particularly in the AfricaAdapt case, value authenticity and resonance with lived experience.","ai_generated":true,"unit":"iisd-003689#insight-8","date_modified":"2026-10-23"}],"climate_tags":["Low carbon development","knowledge management","climate change adaptation","climate finance","digital divide"],"geography_discussed":["Africa","Asia-Pacific"],"frame_perspective":[],"analysis_type":["user-oriented analysis","case study","survey"]},{"id":"cdkn-000377","url":"https://climateinsightsdirectory.org/document/cdkn-000377","title":"Assessing the CBA community of practice?","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"briefing","language":"en","date_published":"2013-04","source_url":"https://cdkn.org/sites/default/files/files/Briefing-Note-on-Assessing-the-CBA-Community-of-Practice.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The document examines how six annual conferences on community-based adaptation (CBA) have fostered a 'community of practice' characterized by 'high creativity collaboration'. It details the growth of the network in terms of participant diversity and thematic expansion, while arguing that future evaluations must move beyond simple inputs and outputs toward a 'realist' approach to understand how, why, and when such communities improve climate adaptation practices.","ai_generated":true,"unit":"cdkn-000377#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The IIED's community-based adaptation (CBA) conference series has successfully established a community of practice by fulfilling six key functions: acting as filters, amplifiers, conveners, facilitators, community builders, and investors/providers.","ai_generated":true,"unit":"cdkn-000377#insight-1","date_modified":"2026-10-23"},{"text":"The CBA community is categorized as 'high creativity collaboration', meaning it is defined by a strong loyalty to a shared approach rather than just interpersonal ties, and its membership crosses professional, organizational, and geographical boundaries.","ai_generated":true,"unit":"cdkn-000377#insight-2","date_modified":"2026-10-23"},{"text":"The community has grown significantly in scale and scope over six years; the number of participants increased from 90 at the first conference to 315 at the sixth, and the number of themes addressed grew from six to 18.","ai_generated":true,"unit":"cdkn-000377#insight-3","date_modified":"2026-10-23"},{"text":"To support the community's need for less rigid learning, the sixth conference introduced 'out of the box' sessions that banned PowerPoint in favor of interactive dialogue.","ai_generated":true,"unit":"cdkn-000377#insight-4","date_modified":"2026-10-23"},{"text":"The community is supported by digital and institutional extensions, including the CBA-X online resource for exchanging information, the weADAPT Google Earth layer for sharing projects, and the Global Initiative for Community-Based Adaptation (GICBA) for securing funding.","ai_generated":true,"unit":"cdkn-000377#insight-5","date_modified":"2026-10-23"},{"text":"The authors argue that traditional monitoring and evaluation are insufficient for communities of practice; they propose a 'realist' evaluation that focuses on the 'implementation context' to determine how, why, and when interventions work.","ai_generated":true,"unit":"cdkn-000377#insight-6","date_modified":"2026-10-23"}],"climate_tags":["Community based adaptation","climate change adaptation","knowledge management","climate policy","climate finance","vulnerability assessment"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["case study","methodological proposal"]}]}