{"query_echo":{"q":"","filters":{"analysis_type":["mapping exercise"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'mapping exercise' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":5,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=mapping+exercise","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":"clipolin-000293","url":"https://climateinsightsdirectory.org/document/clipolin-000293","title":"Landscape of Guarantees for Climate Finance in EMDEs","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"report","language":"en","date_published":"2024-02-22","source_url":"https://www.climatepolicyinitiative.org/publication/landscape-of-guarantees-for-climate-finance-in-emdes/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Climate Policy Initiative (CPI) mapped 52 cross-border guarantee instruments from 34 entities, including MDBs, DFIs, ECAs, and specialized institutions. The analysis reveals that while guarantees can mobilize 6-25 times more financing than loans, the current landscape is fragmented, predominantly focused on debt and commercial risks, and largely climate-agnostic. Most guarantees target middle-income countries, with a notable focus on Africa. The report identifies a lack of climate-exclusive guarantees and limited equity investment coverage, recommending further research into the cost, duration, and additionality of these instruments to help meet the estimated USD 2.4 trillion annual requirement for the green transition in EMDEs (excluding China).","ai_generated":true,"unit":"clipolin-000293#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Cross-border guarantees are highly effective at mobilizing finance, with studies indicating they can mobilize 6-25 times more financing than loans. An OECD evaluation showed they leveraged 26% of all mobilized private finance between 2018-2020.","ai_generated":true,"unit":"clipolin-000293#insight-1","date_modified":"2026-10-23"},{"text":"CPI identified 52 cross-border guarantee instruments from 34 entities, categorized as multilateral development banks (MDBs), development finance institutions (DFIs), export credit agencies (ECAs), and specialized institutions.","ai_generated":true,"unit":"clipolin-000293#insight-2","date_modified":"2026-10-23"},{"text":"The majority of available guarantees are climate-agnostic rather than climate-exclusive, with only a few DFIs and specialized institutions, such as the U.S. International Development Financing Corporation and the Green Guarantee Company, offering climate-specific products.","ai_generated":true,"unit":"clipolin-000293#insight-3","date_modified":"2026-10-23"},{"text":"Guarantee instruments predominantly cover commercial risks and debt investments, with a low presence of equity investment opportunities and limited, expensive, or complex coverage for political and currency risks.","ai_generated":true,"unit":"clipolin-000293#insight-4","date_modified":"2026-10-23"},{"text":"More than half of the mapped guarantees target EMDEs, particularly middle-income countries, with a pronounced focus on Africa.","ai_generated":true,"unit":"clipolin-000293#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate finance","risk reduction","climate change mitigation","climate change adaptation","energy transition"],"geography_discussed":["Africa","People's Republic of China"],"frame_perspective":[],"analysis_type":["mapping exercise","scoping analysis"]},{"id":"sei-000154","url":"https://climateinsightsdirectory.org/document/sei-000154","title":"Small-scale irrigation mapping in Burkina Faso","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2019-01-19","source_url":"https://www.sei.org/publications/small-scale-irrigation-mapping-in-burkina-faso/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The report details the development and application of the Small-Scale Irrigation Mapping (SSIM) tool in Burkina Faso, designed to capture irrigation on areas smaller than one hectare. This high-resolution approach, utilizing 30-m Landsat 8 imagery and ground truthing, addresses the limitations of previous maps (250m to 1km resolution) and serves to validate the Targeting Agricultural Water Management Interventions (TAGMI) decision-support tool.","ai_generated":true,"unit":"sei-000154#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Existing irrigation maps for Burkina Faso, with resolutions ranging from 250 meters to 1 kilometer, are insufficient for identifying scattered irrigation on plots smaller than one hectare.","ai_generated":true,"unit":"sei-000154#insight-1","date_modified":"2026-10-23"},{"text":"The Small-Scale Irrigation Mapping (SSIM) tool was developed to provide high-resolution mapping across Burkina Faso by combining 30-m Landsat 8 imagery time series with local knowledge and ground truthing data from three of the country's four agro-climatic zones.","ai_generated":true,"unit":"sei-000154#insight-2","date_modified":"2026-10-23"},{"text":"The mapping results were utilized to validate the Targeting Agricultural Water Management Interventions (TAGMI) tool, which estimates the spatial likelihood of long-term success for interventions at the district level.","ai_generated":true,"unit":"sei-000154#insight-3","date_modified":"2026-10-23"}],"climate_tags":["water management","food security","remote sensing","water quality"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["technical report","mapping exercise"]},{"id":"wri-001759","url":"https://climateinsightsdirectory.org/document/wri-001759","title":"LEADING ON AMBITION: OPPORTUNITIES TO ENHANCE NATIONALLY DETERMINED CONTRIBUTIONS BY THE CLIMATE VULNERABLE FORUM","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"research paper","language":"en","date_published":"2018-11","source_url":"https://wriorg.s3.amazonaws.com/s3fs-public/leading-on-ambition.pdf?_ga=2.99988446.1594436982.1551301241-1903365296.1527016396","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that while individual CVF countries have low emissions, their collective impact is significant, equivalent to the world's fifth largest emitter. It provides a 'menu of options' for updating NDCs across key sectors—energy, transport, forests, and agriculture—while emphasizing the need for enhanced international finance, technology transfer, and robust national legal frameworks to implement these ambitions.","ai_generated":true,"unit":"wri-001759#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Current Nationally Determined Contributions (NDCs) are insufficient to limit global temperature rise to 1.5°C, necessitating significantly strengthened mitigation efforts before 2030.","ai_generated":true,"unit":"wri-001759#insight-1","date_modified":"2026-10-23"},{"text":"The combined greenhouse gas emissions of the 48 Climate Vulnerable Forum (CVF) member countries total approximately 2.5 gross tonnage/year, which is roughly equivalent to the emissions of Indonesia, the world's fifth largest emitter.","ai_generated":true,"unit":"wri-001759#insight-2","date_modified":"2026-10-23"},{"text":"CVF countries can enhance energy sector ambition by pursuing 100% renewable energy targets, investing in energy storage to manage variability, and deploying distributed renewable energy to increase rural energy access.","ai_generated":true,"unit":"wri-001759#insight-3","date_modified":"2026-10-23"},{"text":"There are significant opportunities to reduce short-lived climate pollutants (SLCPs), such as methane, hydrofluorocarbons, and black carbon, which are critical for limiting near-term warming and avoiding the 1.5°C overshoot.","ai_generated":true,"unit":"wri-001759#insight-4","date_modified":"2026-10-23"},{"text":"In the transport sector, CVF countries can increase ambition by promoting electric vehicles, shifting modal shares toward public transport, cycling, and walking, and adopting low-sulfur diesel fuel standards to reduce black carbon.","ai_generated":true,"unit":"wri-001759#insight-5","date_modified":"2026-10-23"},{"text":"Forests and coastal 'blue carbon' ecosystems (mangroves, saltmarshes, and seagrass meadows) offer high carbon sequestration potential; blue carbon ecosystems can be up to 10 times more effective at sequestering CO2 per area per annum than terrestrial forests.","ai_generated":true,"unit":"wri-001759#insight-6","date_modified":"2026-10-23"},{"text":"Agricultural emissions in CVF countries are dominated by livestock, which accounts for 71% of the sector's total emissions, primarily through enteric fermentation.","ai_generated":true,"unit":"wri-001759#insight-7","date_modified":"2026-10-23"},{"text":"Reducing postharvest food loss is identified as a key mitigation and development opportunity, as it increases food security for smallholder farmers and reduces emissions from wasted production.","ai_generated":true,"unit":"wri-001759#insight-8","date_modified":"2026-10-23"},{"text":"The implementation of enhanced NDCs is heavily dependent on external support, as 46 of the 48 CVF member NDCs are partially or fully conditional on receiving finance, capacity building, or technology transfer.","ai_generated":true,"unit":"wri-001759#insight-9","date_modified":"2026-10-23"},{"text":"Effective NDC implementation requires the establishment of national legal and financial frameworks, including the integration of climate priorities into national budgets and the creation of national climate change funds.","ai_generated":true,"unit":"wri-001759#insight-10","date_modified":"2026-10-23"}],"climate_tags":["Nationally Determined Contributions","climate finance","renewable energy","energy storage","energy efficient building","electric vehicle","public transport","reforestation","Reducing emissions from deforestation and forest degradation","methane emissions","Post-harvest losses","climate change adaptation","Paris Agreement","Sustainable Development Goals"],"geography_discussed":["Morocco","Kenya","Philippines","Barbados","Costa Rica","Nepal","Tanzania","Dominican Republic","Kiribati","Ethiopia","Malawi","Niger","Rwanda","Ghana"],"frame_perspective":[],"analysis_type":["policy analysis","sectoral assessment","mapping exercise"]},{"id":"iisd-003640","url":"https://climateinsightsdirectory.org/document/iisd-003640","title":"Trade in Transforming Our World","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2016-06","source_url":"https://www.iisd.org/system/files/publications/trade-in-transforming-our-world-options-follow-up-2030-agenda.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies six clusters of trade-related commitments in the 2030 Agenda and the Addis Ababa Action Agenda, ranging from subsidy reform to the multilateral trading system. It argues that because trade's contribution to sustainable development is 'pervasive but diffuse', a multi-level review process—comprising national self-assessments, regional peer learning, and global orchestration via the High-Level Political Forum (HLPF)—is necessary. The authors suggest leveraging existing mechanisms, such as the WTO's Trade Policy Review Mechanism (TPRM) and OECD country reviews, to avoid overburdening states. To ensure coherence, the report recommends the creation of an inter-agency task force to synthesize trade-related reporting for the HLPF.","ai_generated":true,"unit":"iisd-003640#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The 2030 Agenda's trade-related commitments are distributed across at least 12 Sustainable Development Goals (SDGs), often serving as 'means of implementation' (MoI) for other targets.","ai_generated":true,"unit":"iisd-003640#insight-1","date_modified":"2026-10-23"},{"text":"The report categorizes trade-related elements into six clusters: 1) Subsidies and commodities trade, 2) Access to water, energy, and medicines, 3) Economic diversification, global value chains, trade finance, and facilitation, 4) Illegal extraction and trade in natural resources, trade in hazardous chemicals and waste, 5) Multilateral trading system, and 6) Policy coherence for sustainable development.","ai_generated":true,"unit":"iisd-003640#insight-2","date_modified":"2026-10-23"},{"text":"Reviewing progress on fisheries subsidies is challenging due to scarce data and a lack of international agreement on which transfers contribute to overcapacity and overfishing.","ai_generated":true,"unit":"iisd-003640#insight-3","date_modified":"2026-10-23"},{"text":"The WTO's Trade Policy Review Mechanism (TPRM) is identified as the most comprehensive body for trade-related peer review, as its reports can integrate data from various international bodies and non-state actors.","ai_generated":true,"unit":"iisd-003640#insight-4","date_modified":"2026-10-23"},{"text":"The report suggests a three-level review architecture: national reviews (including Voluntary National Reviews), regional peer learning to facilitate conversation among countries in similar circumstances, and global assessment via the High-Level Political Forum (HLPF).","ai_generated":true,"unit":"iisd-003640#insight-5","date_modified":"2026-10-23"},{"text":"To prevent the 'diffuse' nature of trade reporting from obscuring its contribution to sustainable development, the authors propose an inter-agency task force to provide analytical synthesis for the HLPF.","ai_generated":true,"unit":"iisd-003640#insight-6","date_modified":"2026-10-23"},{"text":"The report highlights a gap in the 2030 Agenda regarding trade costs, arguing that reducing these costs is a critical goal for developing countries that should be monitored as a supplementary indicator.","ai_generated":true,"unit":"iisd-003640#insight-7","date_modified":"2026-10-23"},{"text":"Existing regional and multilateral mechanisms, such as UNCTAD's Investment Policy Reviews and OECD's Environmental Performance Reviews, are identified as viable tools for monitoring the 2030 Agenda without creating excessive new burdens on states.","ai_generated":true,"unit":"iisd-003640#insight-8","date_modified":"2026-10-23"}],"climate_tags":["fossil fuel subsidy","environmental technology","Sustainable Development Goals","climate finance"],"geography_discussed":["Canada"],"frame_perspective":[],"analysis_type":["policy analysis","mapping exercise","governance framework proposal"]},{"id":"cdkn-000416","url":"https://climateinsightsdirectory.org/document/cdkn-000416","title":"Climate and Development Knowledge Brokers Workshop Eschborn, Germany 3-5 June 2011 Workshop report","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"report","language":"en","date_published":null,"source_url":"https://cdkn.org/sites/default/files/files/CDKN-Climate-and-Development-Knowledge-Brokers-Workshop-report.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The workshop brought together 35 participants from 21 global and regional web initiatives to map their niches, share challenges, and establish the Climate Knowledge Brokers Group. Key outcomes include a detailed knowledge map of existing platforms and the identification of four joint projects focusing on linked open data, a 'portal-of-portals' for signposting, shared search facilities, and metadata standards.","ai_generated":true,"unit":"cdkn-000416#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The climate and development sector suffers from 'portal proliferation syndrome', where numerous fragile and under-resourced online platforms operate in isolation, leading to duplicated efforts and difficulty for users to find reliable, up-to-date information.","ai_generated":true,"unit":"cdkn-000416#insight-1","date_modified":"2026-10-23"},{"text":"A mapping exercise of 21 initiatives revealed that climate adaptation is the primary subject focus for most platforms, while fewer focus on mitigation; only the ci:grasp initiative scored highly for both.","ai_generated":true,"unit":"cdkn-000416#insight-2","date_modified":"2026-10-23"},{"text":"There is a significant gap between the intended target audiences of knowledge platforms and their actual users; while policymakers are often the mandated target, platforms frequently reach advisors, practitioners, or 'pinball' users from Google.","ai_generated":true,"unit":"cdkn-000416#insight-3","date_modified":"2026-10-23"},{"text":"Knowledge brokers face a specific challenge in engaging policymakers, who often do not prioritize 'knowledge management' as a concept; participants suggested focusing on 'evidence-based policy' or targeting intermediaries and advisors instead.","ai_generated":true,"unit":"cdkn-000416#insight-4","date_modified":"2026-10-23"},{"text":"The workshop established the 'Climate Knowledge Brokers Group' (CKB Group) to maintain momentum, with a plan to meet annually in Germany around the June UNFCCC meetings.","ai_generated":true,"unit":"cdkn-000416#insight-5","date_modified":"2026-10-23"},{"text":"Four specific joint projects were identified to improve the knowledge infrastructure: progressing linked open data, developing a 'portal-of-portals' for signposting, expanding the reegle shared search facility and glossary, and exploring shared metadata standards.","ai_generated":true,"unit":"cdkn-000416#insight-6","date_modified":"2026-10-23"},{"text":"Participants identified three priority conceptual areas for future group discussion: monitoring usage and impact, communicating uncertainty regarding climate change, and strategies for breaking down silos between adaptation and mitigation.","ai_generated":true,"unit":"cdkn-000416#insight-7","date_modified":"2026-10-23"},{"text":"The group concluded that a single 'über portal' is neither feasible nor desirable; instead, they advocate for better data standards and effective signposting to guide users to the most relevant existing platforms.","ai_generated":true,"unit":"cdkn-000416#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","climate change mitigation","climate finance","Low carbon development","Reducing emissions from deforestation and forest degradation","disaster risk reduction","ecosystem service"],"geography_discussed":["Bonn","Addis Ababa","People's Republic of China","India","South Africa"],"frame_perspective":[],"analysis_type":["workshop report","mapping exercise"]}]}