{"query_echo":{"q":"","filters":{"analysis_type":["systems analysis"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'systems analysis' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":8,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=systems+analysis","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":"wri-001470","url":"https://climateinsightsdirectory.org/document/wri-001470","title":"2023-2027 STRATEGIC PLAN","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"report","language":"en","date_published":"2023","source_url":"https://files.wri.org/d8/s3fs-public/2023-07/wri-strategic-plan-2023-27-full-version.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"WRI's 2023-2027 Strategic Plan shifts the organization from a focus on commitments to delivering tangible impact on the ground. The strategy centers on three interconnected global goals: improving human well-being (People), protecting ecosystem health (Nature), and limiting global warming to 1.5 degrees C (Climate). To achieve these, WRI targets transitions in three 'Human-Centered Systems'—food, land and water; energy; and cities—supported by shifts in 'Enabling Systems' including economics, finance, and governance. The plan prioritizes 12 focus countries and a network of 25 priority cities, utilizing a new results framework based on theories of change to measure progress toward 2027 and 2030 targets.","ai_generated":true,"unit":"wri-001470#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"WRI has adopted an integrated approach to address three interconnected global goals: ensuring people live in an equitable society and meet essential needs, protecting and restoring ecosystem health, and limiting global warming to 1.5 degrees C while supporting community adaptation.","ai_generated":true,"unit":"wri-001470#insight-1","date_modified":"2026-10-23"},{"text":"The strategy focuses on driving transitions in three 'Human-Centered Systems'—food, land and water; energy; and cities—which are identified as primary drivers of greenhouse gas emissions and ecosystem degradation.","ai_generated":true,"unit":"wri-001470#insight-2","date_modified":"2026-10-23"},{"text":"To facilitate human-centered transitions, WRI will target shifts in three 'Enabling Systems': economics, finance, and governance, moving them from inhibitors to catalysts of progress.","ai_generated":true,"unit":"wri-001470#insight-3","date_modified":"2026-10-23"},{"text":"WRI has identified 12 focus countries for deepened engagement: Brazil, China, Colombia, India, Indonesia, Mexico, the United States, Democratic Republic of the Congo (DRC), Ethiopia, Kenya, Republic of the Congo, and Rwanda.","ai_generated":true,"unit":"wri-001470#insight-4","date_modified":"2026-10-23"},{"text":"The organization is implementing a new results framework that connects global goals to institutional and country-level targets via evidence-based 'theories of change' to ensure accountability and adaptive management.","ai_generated":true,"unit":"wri-001470#insight-5","date_modified":"2026-10-23"},{"text":"In the Food, Land and Water system, WRI aims to reduce agricultural land demand by 100 million hectares and boost food supply by 20% while lowering agricultural GHG emissions by 20% by 2030.","ai_generated":true,"unit":"wri-001470#insight-6","date_modified":"2026-10-23"},{"text":"WRI's energy transition goals include increasing the global percentage of renewables in the energy mix and expanding clean energy access, targeting 4 million people with improved health, education, and agricultural services powered by clean energy by 2027.","ai_generated":true,"unit":"wri-001470#insight-7","date_modified":"2026-10-23"},{"text":"For urban systems, WRI focuses on 25 priority cities to improve quality of life for underserved residents, targeting a 5-10% increase in access to public spaces in these cities by 2027.","ai_generated":true,"unit":"wri-001470#insight-8","date_modified":"2026-10-23"},{"text":"WRI is evolving its organizational structure into a 'centrally coordinated global network' and aims to increase flexible, unrestricted funding to 20–25% of its annual income.","ai_generated":true,"unit":"wri-001470#insight-9","date_modified":"2026-10-23"}],"climate_tags":["greenhouse gas emissions","climate change adaptation","renewable energy","electric vehicle","nature-based solutions","deforestation","biodiversity","sustainable agriculture","urban resilience","climate finance","just transition","carbon accounting","circular economy","energy efficiency","nature restoration"],"geography_discussed":["Africa","Europe","Amazon rainforest","Congo Basin"],"frame_perspective":[],"analysis_type":["strategic planning","organizational assessment","systems analysis"]},{"id":"pari-000271","url":"https://climateinsightsdirectory.org/document/pari-000271","title":"Strengthening municipal systems for inclusive and sustainable water and sanitation in South Africa","publisher":{"name":"Public Affairs Research Institute","organization":"public-affairs-research-institute"},"document_type":"report","language":"en","date_published":"2021-11","source_url":"https://pari.org.za/wp-content/uploads/2021/12/WaterAid-Strengthening-Municipal-Systems-Medium.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies a critical gap between South Africa's progressive water and sanitation policies and the actual delivery of services, which is hindered by systemic weaknesses, financial instability, and a lack of infrastructure maintenance. It argues that current efforts to improve outcomes focus too heavily on technical skills training while ignoring structural flaws in the local government fiscal framework and the erosion of Free Basic Services (FBS). The document recommends that the Department of Water and Sanitation (DWS) utilize Section 63 of the Water Services Act to enforce delivery standards, reform the infrastructure maintenance funding model, and adopt a co-production model for community participation.","ai_generated":true,"unit":"pari-000271#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Despite a clear institutional framework and progressive policies, water service reliability in South Africa has declined since 1994; as of May 2020, the Department of Water and Sanitation (DWS) confirmed only 64% of households had access to a reliable water supply service.","ai_generated":true,"unit":"pari-000271#insight-1","date_modified":"2026-10-23"},{"text":"The Free Basic Services (FBS) policy has suffered significant erosion, with only approximately 20% of households funded in the national budget actually receiving these services from their respective municipalities.","ai_generated":true,"unit":"pari-000271#insight-2","date_modified":"2026-10-23"},{"text":"The current funding model for infrastructure maintenance is failing because municipalities must fund maintenance from their own revenue rather than through dedicated conditional grants, leading to a maintenance backlog estimated at R200 billion.","ai_generated":true,"unit":"pari-000271#insight-3","date_modified":"2026-10-23"},{"text":"Municipal service costs have increased significantly above inflation between 2010 and 2020, with water charges rising by 213%, rendering services unaffordable for many poor households.","ai_generated":true,"unit":"pari-000271#insight-4","date_modified":"2026-10-23"},{"text":"There is a systemic bias toward funding and building new infrastructure over maintaining existing assets, which results in new projects falling into disrepair and a waste of resources.","ai_generated":true,"unit":"pari-000271#insight-5","date_modified":"2026-10-23"},{"text":"The Department of Water and Sanitation (DWS) possesses a powerful but underutilized tool in Section 63 of the Water Services Act, which allows it to request provincial intervention or assume responsibility for functions if a water services authority fails to perform.","ai_generated":true,"unit":"pari-000271#insight-6","date_modified":"2026-10-23"},{"text":"Efforts to improve municipal capacity have focused almost exclusively on technical skills and training, which is insufficient as it does not address structural problems such as the local government fiscal framework or high staff turnover.","ai_generated":true,"unit":"pari-000271#insight-7","date_modified":"2026-10-23"},{"text":"Local government is in severe financial distress, with 79% of municipalities having a financial health status described as 'concerning or requiring urgent intervention' in the 2018/19 financial year.","ai_generated":true,"unit":"pari-000271#insight-8","date_modified":"2026-10-23"},{"text":"Community participation in municipal service delivery is largely minimal and compliance-driven, often limited to the Integrated Development Plan (IDP) processes, leading many communities to resort to protest or self-supply as a last resort.","ai_generated":true,"unit":"pari-000271#insight-9","date_modified":"2026-10-23"}],"climate_tags":["water scarcity","climate change","climate finance","water management"],"geography_discussed":["Cape Town","Western Cape","Limpopo","Eastern Cape","Gauteng","Mpumalanga","Free State","North West","Northern Cape"],"frame_perspective":[],"analysis_type":["systems analysis","policy review","financial assessment","human rights analysis"]},{"id":"sei-000614","url":"https://climateinsightsdirectory.org/document/sei-000614","title":"Health and Social Care Solutions","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"policy brief","language":"en","date_published":"2021-10-01","source_url":"https://www.sei.org/publications/health-and-social-care-solutions/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The document outlines a project exploring the 'ripple effects' of deploying distance health and social care solutions. It specifically examines potential climate benefits from reduced transport and uses the SDG Synergies tool to identify conflicts and synergies with the UN Agenda 2030 goals, arguing that systematic, collaborative examination of these interactions improves policy effectiveness.","ai_generated":true,"unit":"sei-000614#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The project utilized two distinct analytical methods to understand the impacts of online health services: scenario analysis to estimate climate benefits from decreased transport, and the SDG Synergies tool to map broader policy interactions.","ai_generated":true,"unit":"sei-000614#insight-1","date_modified":"2026-10-23"},{"text":"Physical distance has historically hindered healthcare access in rural and sparsely populated areas, a problem that the coronavirus pandemic intensified but also helped catalyze the testing of tools to bridge these gaps.","ai_generated":true,"unit":"sei-000614#insight-2","date_modified":"2026-10-23"},{"text":"The authors argue that policy effectiveness is improved when strategies are chosen based on a comprehensive understanding of their potential synergies and conflicts, which is best achieved through multi-disciplinary collaboration and systematic cognitive tools.","ai_generated":true,"unit":"sei-000614#insight-3","date_modified":"2026-10-23"}],"climate_tags":["Transportation emission","Sustainable Development Goals"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["scenario analysis","systems analysis"]},{"id":"wwf-000643","url":"https://climateinsightsdirectory.org/document/wwf-000643","title":"STOP SPILLOVER AT THE SOURCE","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"report","language":"en","date_published":"2021-03","source_url":"https://www.worldwildlife.org/documents/743/64a5w27r3o_Stop_Spillover_at_the_Source.3_8_23.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report argues that preventing future pandemics requires a systems-based approach to stop zoonotic spillover at its source. It identifies the 'wildlife value chain'—from tropical deforestation frontiers to urban markets—as the primary driver of risk, where human, livestock, and wildlife interactions facilitate pathogen mutation and transmission. The framework proposes a 'Planetary Health Agenda' that integrates conservation, public health, and sustainable food systems, with specific action plans for Southeast Asia, Central Africa, and South America to mitigate both current and emerging risks.","ai_generated":true,"unit":"wwf-000643#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Zoonotic spillover is driven by a systemic cascade where tropical deforestation, linear infrastructure, and agricultural expansion increase human and livestock contact with wildlife, particularly in high-biodiversity areas.","ai_generated":true,"unit":"wwf-000643#insight-1","date_modified":"2026-10-23"},{"text":"The 'wildlife value chain' amplifies spillover risk as animals are harvested, caged, and transported, creating stressful environments that increase viral shedding and the probability of mutations.","ai_generated":true,"unit":"wwf-000643#insight-2","date_modified":"2026-10-23"},{"text":"Current public health agendas are insufficient because they focus on diagnosis and containment after spillover has occurred, rather than addressing the environmental root causes.","ai_generated":true,"unit":"wwf-000643#insight-3","date_modified":"2026-10-23"},{"text":"In Southeast Asia and China, spillover risk is high due to the demand for exotic wild meat, pets, and medicinal products, leading to the systematic defaunation of standing forests.","ai_generated":true,"unit":"wwf-000643#insight-4","date_modified":"2026-10-23"},{"text":"In Central Africa, deforestation driven by small-scale and commercial agriculture increases interactions with primates, while the Ebola virus remains a significant risk due to its virulence and sequential outbreaks.","ai_generated":true,"unit":"wwf-000643#insight-5","date_modified":"2026-10-23"},{"text":"While South America has had no known pandemic-potential spillovers historically, risks are increasing due to rising deforestation, defaunation, and urban demand for wild meat.","ai_generated":true,"unit":"wwf-000643#insight-6","date_modified":"2026-10-23"},{"text":"Global connectivity, including the Belt and Road Initiative and demand for animal protein in North America and the EU, creates new opportunities for novel viral mixing and the emergence of 'super viruses'.","ai_generated":true,"unit":"wwf-000643#insight-7","date_modified":"2026-10-23"},{"text":"Effective prevention requires a 'One Health' approach that integrates the management of land and wildlife into public health programs, moving toward a broader Planetary Health Agenda.","ai_generated":true,"unit":"wwf-000643#insight-8","date_modified":"2026-10-23"},{"text":"High-leverage interventions include protecting tropical forests under the 30X30 goal, implementing deforestation-free commodity supply chains, and using behavior change campaigns to reduce luxury demand for wildlife.","ai_generated":true,"unit":"wwf-000643#insight-9","date_modified":"2026-10-23"}],"climate_tags":["planetary health","food system","biodiversity loss","land-use change","nature-based solutions"],"geography_discussed":["Southeast Asia","People's Republic of China","Central Africa","South America","Indonesia","Malaysia","Myanmar","Thailand","Democratic Republic of the Congo","Central African Republic","Cameroon","Gabon","North America","Europe","Middle East"],"frame_perspective":[],"analysis_type":["systems analysis","strategic framework","risk assessment"]},{"id":"wwf-000630","url":"https://climateinsightsdirectory.org/document/wwf-000630","title":"Holistics Approaches to Tackling On-Farm Food Loss","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"report","language":"en","date_published":"2020-10","source_url":"https://www.worldwildlife.org/documents/641/5yhb2r0l34_NFLB_Virtual_Convening_2020_Synthesis_FINAL.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document details a collaborative effort by WWF and produce supply chain stakeholders to address on-farm food loss, which ReFED estimates at nearly 10 million tons annually in the US. It identifies key leverage points—such as rigid contract specifications and cold chain gaps—and proposes five specific interventions: implementing the Stewardship Index for Specialty Crops (SISC) measurement tool, adopting whole crop contracts, leveraging e-commerce for imperfect produce, creating a shared food loss database, and mapping cold chain hotspots.","ai_generated":true,"unit":"wwf-000630#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"On-farm food loss in the US is significant, with ReFED estimating nearly 10 million tons wasted annually on farms. WWF's own research indicates that losses for horticultural crops can vary widely, ranging from 2% to 56%.","ai_generated":true,"unit":"wwf-000630#insight-1","date_modified":"2026-10-23"},{"text":"The primary drivers of post-harvest loss are identified as market-driven factors, specifically strict cosmetic specifications, 'walk-by fields' (surplus), and challenges related to the cost and availability of labor.","ai_generated":true,"unit":"wwf-000630#insight-2","date_modified":"2026-10-23"},{"text":"The convening proposed five holistic interventions to reduce produce loss: 1) implementing and amplifying a food loss measurement tool (specifically the SISC metric), 2) establishing whole crop contracts between buyers and producers, 3) using e-commerce to maximize the use of imperfect and surplus products, 4) creating a shared food loss database, and 5) mapping food loss and waste hotspots across the cold chain.","ai_generated":true,"unit":"wwf-000630#insight-3","date_modified":"2026-10-23"},{"text":"Whole crop contracts are proposed as a way to ensure the absorption of surplus and cosmetically imperfect crops, moving away from the current US retail trend of purchasing based on strict cosmetic specs and projected demand. The report cites Tesco in the UK as a successful example of this transparency and long-term partnership model.","ai_generated":true,"unit":"wwf-000630#insight-4","date_modified":"2026-10-23"},{"text":"E-commerce is identified as a viable channel for retailers to sell 'imperfect' or seasonal surplus produce, aligning with a trend where online grocery ordering is expected to reach 21.5% of total sales by 2025.","ai_generated":true,"unit":"wwf-000630#insight-5","date_modified":"2026-10-23"},{"text":"There is a critical data gap regarding food loss and waste within the cold chain. The proposed intervention involves researching these gaps to identify recurring waste hotspots and improving best practices for logistics and cold storage companies.","ai_generated":true,"unit":"wwf-000630#insight-6","date_modified":"2026-10-23"}],"climate_tags":["e-commerce"],"geography_discussed":["United Kingdom","California","Oregon","Washington","British Columbia"],"frame_perspective":[],"analysis_type":["stakeholder analysis","policy proposal","systems analysis"]},{"id":"wwf-001074","url":"https://climateinsightsdirectory.org/document/wwf-001074","title":"Beyond Boundaries: Insights into emerging zoonotic diseases, nature, and human well-being","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"briefing","language":"en","date_published":"2020-04","source_url":"https://www.worldwildlife.org/documents/2434/WWF_Internal_Science_Brief_Beyond_Boundaries_5_XbOrZtQ.14.20.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document analyzes the drivers of zoonotic disease emergence, emphasizing the role of human-animal-environment interfaces. It identifies land-use change, agricultural intensification, and wildlife trade as primary direct drivers that increase human exposure to pathogens. The brief proposes a systems approach to identify leverage points for intervention, such as regulating high-risk wildlife taxa in markets and re-engineering food supply chains, while warning against rushed interventions that could undermine food security or drive illegal trade. It also examines the role of climate change in expanding the range of endemic diseases and explores future scenarios for human health and conservation.","ai_generated":true,"unit":"wwf-001074#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Zoonotic diseases account for a significant majority of emerging infectious diseases (EIDs), with 60% to 76% of recent novel EID events originating from animals, and 72% of those specifically from wildlife.","ai_generated":true,"unit":"wwf-001074#insight-1","date_modified":"2026-10-23"},{"text":"Land-use change is a primary driver of zoonotic emergence, contributing to nearly half of all human zoonotic emergence events between 1940 and 2005. The risk of spillover is projected to be highest at intermediate levels of habitat conversion.","ai_generated":true,"unit":"wwf-001074#insight-2","date_modified":"2026-10-23"},{"text":"The intensification of agriculture and livestock production increases the likelihood of spillover by bringing humans and livestock into closer proximity to wildlife and potential pathogens. Pigs are noted as particularly concerning 'mixing vessels' for human and bird influenza viruses.","ai_generated":true,"unit":"wwf-001074#insight-3","date_modified":"2026-10-23"},{"text":"Wildlife trade and consumption are direct drivers of zoonotic EIDs. High-risk taxonomic groups include rodents, bats, shrews, primates, carnivores, and ungulates. Permanent live animal markets are identified as high-risk areas for viral amplification and cross-species transmission.","ai_generated":true,"unit":"wwf-001074#insight-4","date_modified":"2026-10-23"},{"text":"Climate change is strongly evidenced to increase the incidence of endemic zoonotic diseases by expanding their geographic ranges, such as Lyme disease, malaria, and dengue fever. However, evidence regarding its influence on the emergence of novel zoonotic EIDs is more limited.","ai_generated":true,"unit":"wwf-001074#insight-5","date_modified":"2026-10-23"},{"text":"The document identifies seven key leverage points for conservation interventions: regulating high-risk taxa in live animal markets, reducing consumption of high-risk taxa, strengthening early warning systems, re-engineering production systems, strengthening public trust in institutions, fostering transparency/evidence-informed policy, and re-examining conservation interventions through a zoonotic lens.","ai_generated":true,"unit":"wwf-001074#insight-6","date_modified":"2026-10-23"},{"text":"Rushed or poorly designed interventions carry significant risks, including the creation of hard-to-monitor illegal wild meat trades, acceleration of land conversion for livestock, and adverse impacts on the food security of marginalized communities who rely on wild meat for 60%–80% of their daily protein.","ai_generated":true,"unit":"wwf-001074#insight-7","date_modified":"2026-10-23"},{"text":"Zoonotic diseases also impact wildlife and ecosystems; for example, Ebola outbreaks in Gabon and the Democratic Republic of Congo between 1997 and 2004 caused death rates of up to 97% in some gorilla and primate groups.","ai_generated":true,"unit":"wwf-001074#insight-8","date_modified":"2026-10-23"}],"climate_tags":["land-use change","deforestation","climate change","biodiversity loss","food security"],"geography_discussed":["People's Republic of China","Gabon","Democratic Republic of the Congo","Brazil","Malaysia","Australia","Myanmar","Nigeria"],"frame_perspective":[],"analysis_type":["literature review","systems analysis","scenario planning"]},{"id":"wwfza-000100","url":"https://climateinsightsdirectory.org/document/wwfza-000100","title":"Understanding the sustainable aviation biofuel potential in sub-Saharan Africa","publisher":{"name":"WWF South Africa","organization":"wwf-south-africa"},"document_type":"executive summary","language":"en","date_published":"2019-01","source_url":"https://wwfafrica.awsassets.panda.org/downloads/sustainable_biofuel_potential_ssaf_summaryreport_finalized_v7_2_digital_pages.pdf?26941/taking-off-understanding-the-sustainable-aviation-biofuel-potential-in-sub-saharan-africa","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies 5.5 million km2 of 'REMAIN' land in sub-Saharan Africa potentially available for biofuel production after accounting for food security and conservation. Under current conditions, RSB-compliant production on prime and good quality land could yield 165 mt of aviation biofuel per annum, with miscanthus identified as the most promising feedstock. However, this potential is projected to decrease by approximately 40% by 2050 due to cropland expansion for food and climate change impacts. The study concludes that the region could meet between 30% and 90% of the projected 2050 global demand for alternative aviation fuels, depending on whether moderately suitable land is utilized.","ai_generated":true,"unit":"wwfza-000100#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"After excluding land for food production, forests, grazing, and high-biodiversity areas, there are 5.5 million km2 of 'REMAIN' land in sub-Saharan Africa potentially available for biofuel feedstock production.","ai_generated":true,"unit":"wwfza-000100#insight-1","date_modified":"2026-10-23"},{"text":"To meet the RSB sustainability criterion of at least 60% greenhouse gas (GHG) emission savings compared to fossil fuels, perennial crops are generally required because they better manage the carbon debt from converting natural grassland or shrubland.","ai_generated":true,"unit":"wwfza-000100#insight-2","date_modified":"2026-10-23"},{"text":"Under current conditions, the technical potential for RSB-compliant aviation biofuel from prime and good quality REMAIN land is approximately 7,000 PJ, or 165 mt of fuel per annum. If moderately suitable land is included, this potential increases to about 15,500 PJ or 330 mt.","ai_generated":true,"unit":"wwfza-000100#insight-3","date_modified":"2026-10-23"},{"text":"Miscanthus is the most promising feedstock for the region, contributing 50% of the total potential on prime and good quality land, and 75% if moderately suitable land is included.","ai_generated":true,"unit":"wwfza-000100#insight-4","date_modified":"2026-10-23"},{"text":"Future biofuel production potential is projected to decline significantly by 2050 due to the expansion of cropland for food, the loss of high-quality REMAIN land, and climate change impacts on yields. Potential from prime and good quality land is expected to decrease by about 40%.","ai_generated":true,"unit":"wwfza-000100#insight-5","date_modified":"2026-10-23"},{"text":"Sub-Saharan Africa has the technical potential to meet between 30% and 90% of the projected 2050 global international aviation demand for alternative fuels (estimated at 285 mt per annum).","ai_generated":true,"unit":"wwfza-000100#insight-6","date_modified":"2026-10-23"},{"text":"Crop residues from cereals, oil crops, and sugarcane could add an additional 7% to 9% to the biofuel potential, providing approximately 480 PJ of biofuel, though actual availability is limited by the need for soil protection and animal feed.","ai_generated":true,"unit":"wwfza-000100#insight-7","date_modified":"2026-10-23"},{"text":"The development of biofuel feedstock on REMAIN land could create between 10 and 20 million agricultural jobs in sub-Saharan Africa, depending on the crop and level of mechanization.","ai_generated":true,"unit":"wwfza-000100#insight-8","date_modified":"2026-10-23"},{"text":"In South Africa, the current technical potential for RSB-compliant biofuel from energy crops and residues is estimated at 260% of current domestic aviation fuel demand, and is projected to remain above 140% by 2050.","ai_generated":true,"unit":"wwfza-000100#insight-9","date_modified":"2026-10-23"}],"climate_tags":["Sustainable Aviation Fuel","biofuel","land-use change","greenhouse gas emissions","carbon sequestration","climate impact","food security","biodiesel"],"geography_discussed":["South Africa","Democratic Republic of the Congo","Madagascar","Somalia"],"frame_perspective":[],"analysis_type":["systems analysis","technical potential assessment","scenario modelling"]},{"id":"clipolin-000324","url":"https://climateinsightsdirectory.org/document/clipolin-000324","title":"Supporting the Momentum of Paris: A Systems Approach to Accelerating Climate Finance","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"report","language":"en","date_published":"2018-03","source_url":"https://www.climatepolicyinitiative.org/wp-content/uploads/2018/03/180306-Systems_Approach_to_Climate_Finance-Synthesis.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report argues that international public climate finance must shift from a project-finance focus to a financial system development focus to effectively support Nationally Determined Contributions (NDCs). It identifies key barriers in developing countries, such as short-termism in banking and volatile capital flows, and suggests that public actors should scale up blended finance and de-risking instruments. The authors introduce a 'Climate Finance Systems Framework' to map the interactions between public providers, private investors, systemic enablers (like regulators), and service providers, aiming to identify leverage points for scaling finance flows.","ai_generated":true,"unit":"clipolin-000324#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Developing country financial systems are characterized by short-termism and systemic risk, with banks holding 85-90% of financial assets and 49% of loans having a tenor of less than one year between 2010-2012.","ai_generated":true,"unit":"clipolin-000324#insight-1","date_modified":"2026-10-23"},{"text":"The primary barriers to the growth of climate finance include limited access to finance, the high cost and unsuitable nature of current financial products, and a lack of tools for implementing low-carbon and resilient projects.","ai_generated":true,"unit":"clipolin-000324#insight-2","date_modified":"2026-10-23"},{"text":"International public finance actors are often constrained by perceived trade-offs between poverty alleviation, development, and climate mandates, as well as an over-prudent approach to leveraging capital.","ai_generated":true,"unit":"clipolin-000324#insight-3","date_modified":"2026-10-23"},{"text":"There is a significant gap in concessional finance for middle-income countries; of 21 emerging markets with USD 23 trillion in investment potential, only 5 have access to the World Bank's International Development Association (IDA) funds.","ai_generated":true,"unit":"clipolin-000324#insight-4","date_modified":"2026-10-23"},{"text":"Public climate finance should transition from focusing on individual project finance to supporting the development of green financial systems, including new regulatory actions for banks and increased ESG risk disclosure.","ai_generated":true,"unit":"clipolin-000324#insight-5","date_modified":"2026-10-23"},{"text":"The most effective instruments for leveraging private investment include blended or structured finance vehicles using concessional funds, de-risking tools like guarantees or insurance, and technical assistance to manage political risks.","ai_generated":true,"unit":"clipolin-000324#insight-6","date_modified":"2026-10-23"},{"text":"New development finance institutions like the Asian Infrastructure Investment Bank (AIIB) and New Development Bank (NDB) offer opportunities to simplify procedures and provide flexible lending for large infrastructure projects.","ai_generated":true,"unit":"clipolin-000324#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate finance","Blended Finance","Nationally Determined Contributions","sustainable finance","multilateral development bank","risk reduction"],"geography_discussed":["Brazil","People's Republic of China","Zambia"],"frame_perspective":[],"analysis_type":["systems analysis","actor mapping","social network analysis","SWOT analysis"]}]}