{"query_echo":{"q":"","filters":{"analysis_type":["risk assessment"]},"warnings":[]},"total":{"value":687,"relation":"eq"},"page":19,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=risk+assessment&page=19","next":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=risk+assessment&page=20","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-002082","url":"https://climateinsightsdirectory.org/document/sei-002082","title":"Risky business: developing geothermal power in Kenya","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"briefing","language":"en","date_published":"2018-10","source_url":"https://www.sei.org/wp-content/uploads/2018/10/181025b-gill-johnson-kenya-geothermal-transrisk-db-1810g-1.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the barriers to expanding geothermal energy in Kenya, noting that while the resource is abundant and central to the country's climate goals, development is slowed by high upfront exploration costs and infrastructure expenses. It highlights political risks such as the financial viability of the offtaker, Kenya Power, and bureaucratic tensions between national and county governments. Socially, the report identifies community opposition due to land relocation and the uneven distribution of benefits, where marginalized local populations bear the environmental and social costs while urban centers and elites receive the energy benefits. It concludes that for geothermal expansion to be sustainable, the government must better mitigate these risks and ensure equitable benefit-sharing.","ai_generated":true,"unit":"sei-002082#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Kenya aims for a significant expansion of geothermal capacity, with the Least Cost Power Development Plan 2017\u00132037 and third Medium Term Plan (2018\u00132022) targeting an increase from 650 MW to approximately 2500 MW over 20 years.","ai_generated":true,"unit":"sei-002082#insight-1","date_modified":"2026-10-23"},{"text":"High upfront costs for 'greenfield' exploration create a significant financial barrier, as a single exploration well can cost over USD 1 million and three are needed to prove a resource.","ai_generated":true,"unit":"sei-002082#insight-2","date_modified":"2026-10-23"},{"text":"The financial viability of the offtaker, Kenya Power, is a primary political risk; slow growth in large commercial consumers has led to surplus power, potentially increasing the cost of borrowing capital for new investments.","ai_generated":true,"unit":"sei-002082#insight-3","date_modified":"2026-10-23"},{"text":"Geothermal development faces social risks from community opposition, particularly regarding land use restrictions and relocation, such as the 2010 relocation for the Olkaria IV plant.","ai_generated":true,"unit":"sei-002082#insight-4","date_modified":"2026-10-23"},{"text":"Environmental risks associated with upscaled geothermal power include the potential for toxic chemical contamination from steam, excessive water withdrawal from local sources, and the disruption of wildlife migratory routes.","ai_generated":true,"unit":"sei-002082#insight-5","date_modified":"2026-10-23"},{"text":"There is a stark imbalance in the distribution of risks and benefits: financial and political gains accrue to the state and private investors, while social and environmental burdens are borne by marginalized local communities.","ai_generated":true,"unit":"sei-002082#insight-6","date_modified":"2026-10-23"}],"climate_tags":["geothermal power","climate change mitigation","renewable energy","energy transition","climate finance","land tenure","environmental impact assessment"],"geography_discussed":["Olkaria","Menengai","Great Rift Valley"],"frame_perspective":[],"analysis_type":["risk assessment","policy analysis"]},{"id":"wmbco-000101","url":"https://climateinsightsdirectory.org/document/wmbco-000101","title":"Building Climate Resilience in Southeast Asia","publisher":{"name":"We Mean Business Coalition","organization":"we-mean-business-coalition"},"document_type":"executive summary","language":"en","date_published":"2018-09-26","source_url":"https://www.wemeanbusinesscoalition.org/blog/building-climate-resilience-southeast-asia/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The private sector in Southeast Asia faces significant risks from climate change, including warming temperatures and sea-level rise, which can impact business strategy, finance, and operations. While there is momentum to reduce emissions, there is a lack of equivalent effort to build resilience, necessitating urgent action to increase adaptive capacity.","ai_generated":true,"unit":"wmbco-000101#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Climate change presents unprecedented risks to business and society in Southeast Asia, specifically through warming temperatures, sea-level rise, more frequent or intense extreme weather events, and threats to ecosystem services.","ai_generated":true,"unit":"wmbco-000101#insight-1","date_modified":"2026-10-23"},{"text":"Businesses that do not manage climate change risks face potential negative impacts across multiple organizational functions, including strategy, finance, operations, human resources, compliance, and sales and marketing.","ai_generated":true,"unit":"wmbco-000101#insight-2","date_modified":"2026-10-23"},{"text":"Despite a growing trend of businesses working to reduce emissions, there has not been a corresponding level of effort dedicated to building resilience against climate impacts.","ai_generated":true,"unit":"wmbco-000101#insight-3","date_modified":"2026-10-23"}],"climate_tags":["climate resilience","climate change adaptation","private sector","extreme weather event","sea level rise"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["risk assessment","business case analysis"]},{"id":"newclim-000033","url":"https://climateinsightsdirectory.org/document/newclim-000033","title":"Crediting forest-related mitigation under international carbon market","publisher":{"name":"NewClimate Institute","organization":"newclimate-institute"},"document_type":"research paper","language":"en","date_published":"2018-09-19","source_url":"http://www.newclimate.org/resources/publications/crediting-forest-related-mitigation-under-international-carbon-market","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The document examines the environmental integrity risks—specifically baseline determination, additionality, permanence, and leakage—and social safeguards associated with using forest-related mitigation credits in international carbon markets like Article 6 and CORSIA. It notes that while transfer-based finance could increase funding for forest protection, it introduces risks such as credit oversupply and volatility in market prices.","ai_generated":true,"unit":"newclim-000033#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The use of forest-related mitigation credits in international compliance markets involves several risks to environmental integrity, including challenges with baseline determination, additionality, permanence, and leakage, as well as potential oversupply of offset credits.","ai_generated":true,"unit":"newclim-000033#insight-1","date_modified":"2026-10-23"}],"climate_tags":["carbon emission trading","Environmental and Social Safeguards","Nationally Determined Contributions"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["risk assessment"]},{"id":"earjust-002373","url":"https://climateinsightsdirectory.org/document/earjust-002373","title":"Why Hurricane Florence Could Become a Public Health Crisis","publisher":{"name":"Earthjustice","organization":"earthjustice"},"document_type":"statement","language":"en","date_published":"2018-09-17","source_url":"https://earthjustice.org/article/toxic-sites-including-coal-ash-ponds-will-turn-hurricane-florence-into-a-public-health-crisis","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document warns that Hurricane Florence could trigger a public health crisis in the southeastern United States by causing the failure of toxic waste sites, such as coal ash pits, hog manure lagoons, and Superfund sites. It highlights the vulnerability of these sites, citing a recent coal ash collapse at the L.V. Sutton Power Station and previous spills during Hurricane Matthew and in 2008. The author contends that industry prioritizes cheap waste disposal over safety and calls for stronger government regulations to secure hazardous sites and address the increasing frequency and strength of hurricanes driven by climate change.","ai_generated":true,"unit":"earjust-002373#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Hurricane Florence threatens public health in the southeastern U.S. because the storm's path includes hazardous locations such as Superfund sites, industrial facilities with toxic chemicals, hog manure lagoons, and coal ash pits containing lead and arsenic.","ai_generated":true,"unit":"earjust-002373#insight-1","date_modified":"2026-10-23"},{"text":"Coal ash sites are prone to failure even in mild conditions, with examples including a 2008 TVA spill and a 2017 Duke Energy spill in South Carolina caused by 3.74 inches of rain.","ai_generated":true,"unit":"earjust-002373#insight-2","date_modified":"2026-10-23"},{"text":"Recent events related to Hurricane Florence and previous storms demonstrate the vulnerability of these sites: a landfill slope collapsed at the L.V. Sutton Power Station near Wilmington, N.C., and Hurricane Matthew in 2016 caused coal ash to wash into North Carolina's Neuse River.","ai_generated":true,"unit":"earjust-002373#insight-3","date_modified":"2026-10-23"},{"text":"Specific high-risk coal ash sites identified in the path of Hurricane Florence include those at the Lee power plant in South Carolina and sites near the Chesapeake River in Virginia and the Cape Fear River in North Carolina.","ai_generated":true,"unit":"earjust-002373#insight-4","date_modified":"2026-10-23"},{"text":"The document asserts that the government must implement stronger regulations to force industries to clean up hazardous sites and enact policies to slow climate change, which is increasing the strength and frequency of hurricanes.","ai_generated":true,"unit":"earjust-002373#insight-5","date_modified":"2026-10-23"}],"climate_tags":["hurricane","climate change","water pollution","environmental regulation","environmental justice"],"geography_discussed":["North Carolina","South Carolina","Tennessee","Georgia","Virginia","Maryland"],"frame_perspective":[],"analysis_type":["risk assessment","policy advocacy"]},{"id":"saiia-001659","url":"https://climateinsightsdirectory.org/document/saiia-001659","title":"SECURING BORDERS: THE DANGER OF BLURRING GLOBAL MIGRATION GOVERNANCE AND HEALTH SECURITY AGENDAS IN SOUTHERN AFRICA","publisher":{"name":"South African Institute of International Affairs","organization":"south-african-institute-of-international-affairs"},"document_type":"research paper","language":"en","date_published":"2018-08","source_url":"https://saiia.org.za/wp-content/uploads/2018/09/Occasional-Paper-285.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The paper argues that blurring the lines between migration governance and health security risks undermining public health in Southern Africa. It warns that securitisation agendas in the Global Compact on Safe, Orderly and Regular Migration and the Global Compact on Refugees may lead to increased irregular migration and deter migrants from accessing healthcare due to fear of deportation. Furthermore, the author cautions that health status could be co-opted as a tool for border restriction, potentially reviving stigmatising travel restrictions similar to those seen during the early HIV epidemic.","ai_generated":true,"unit":"saiia-001659#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The securitisation of migration governance risks harming health in Southern Africa by creating a larger population of irregular migrants who avoid public healthcare services due to fear of arrest, detention, and deportation.","ai_generated":true,"unit":"saiia-001659#insight-1","date_modified":"2026-10-23"},{"text":"There is a risk that global health security agendas will be co-opted to justify further restrictions on movement or the deportation of non-nationals through measures such as compulsory health screening and risk assessments.","ai_generated":true,"unit":"saiia-001659#insight-2","date_modified":"2026-10-23"},{"text":"The Southern African Development Community (SADC) region has failed to implement public healthcare systems that are mobility-competent or migration-aware, which contributes to challenges in treating HIV and the rising burden of multi- and extensively drug-resistant tuberculosis.","ai_generated":true,"unit":"saiia-001659#insight-3","date_modified":"2026-10-23"},{"text":"Global migration policy is currently driven by nationalist and xenophobic moral panics that frame migrants from the global South as threats to the health of populations in the global North, leading to restrictive border policies.","ai_generated":true,"unit":"saiia-001659#insight-4","date_modified":"2026-10-23"},{"text":"The blurring of health and security agendas could lead to a return of stigmatising health-related travel restrictions, similar to those applied to people living with HIV in the 1980s and 1990s.","ai_generated":true,"unit":"saiia-001659#insight-5","date_modified":"2026-10-23"}],"climate_tags":["public health","human rights"],"geography_discussed":["United Kingdom","Australia","South Africa","Zimbabwe"],"frame_perspective":[],"analysis_type":["policy analysis","risk assessment"]},{"id":"sei-001381","url":"https://climateinsightsdirectory.org/document/sei-001381","title":"Gender and water security in Burkina Faso: lessons for adaptation","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"policy brief","language":"en","date_published":"2018-08","source_url":"https://www.sei.org/wp-content/uploads/2018/08/gender-and-water-security-in-burkina-faso.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines water security in Burkina Faso's Nouaho sub-basin, finding that climate-exacerbated hazards like water scarcity and flooding disproportionately affect women and girls due to gendered divisions of labour and social norms. While women primarily manage domestic water collection and often lead off-farm income activities, they are largely excluded from community-level decision-making and water association leadership. The document argues that WASH adaptation must move beyond technical infrastructure to address gender discrimination and empower marginalized groups to ensure long-term water security.","ai_generated":true,"unit":"sei-001381#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Residents of the Nouaho sub-basin face water-related hazards exacerbated by climate change, including inadequate water quantities, poor sanitation, and flooding.","ai_generated":true,"unit":"sei-001381#insight-1","date_modified":"2026-10-23"},{"text":"Gendered divisions of labour place the primary burden of domestic water collection on women and girls, increasing their exposure to water scarcity and accessibility challenges, particularly during the dry season.","ai_generated":true,"unit":"sei-001381#insight-2","date_modified":"2026-10-23"},{"text":"Cultural norms and gender roles increase women's exposure to health risks, such as contaminated water from unprotected wells and urogenital infections due to inadequate menstrual hygiene and high levels of open defecation (66% of respondents).","ai_generated":true,"unit":"sei-001381#insight-3","date_modified":"2026-10-23"},{"text":"While men are generally viewed as responsible for paying household water costs (59% of respondents), women's off-farm income-generating activities (conducted by 49% of women compared to 27% of men) provide critical assets for adaptation during environmental shocks.","ai_generated":true,"unit":"sei-001381#insight-4","date_modified":"2026-10-23"},{"text":"Long-term adaptation is hindered by the exclusion of women from community water association decision-making roles, where they are often relegated to hygiene-related tasks rather than leadership.","ai_generated":true,"unit":"sei-001381#insight-5","date_modified":"2026-10-23"},{"text":"There is a widespread lack of empowerment and accountability between residents and local authorities, with 75% of men and 73% of women reporting limited influence over decisions to resolve water problems.","ai_generated":true,"unit":"sei-001381#insight-6","date_modified":"2026-10-23"},{"text":"Adaptation planning in the WASH sector must transition from a narrow focus on infrastructure to a holistic approach that addresses gender disempowerment and utilizes informal learning networks to strengthen adaptive capacity.","ai_generated":true,"unit":"sei-001381#insight-7","date_modified":"2026-10-23"}],"climate_tags":["water security","climate change adaptation","gender equality","drought","flood","water scarcity","Community based adaptation"],"geography_discussed":["Nakanbé (White Volta) basin","Central East region"],"frame_perspective":[],"analysis_type":["gender analysis","risk assessment","policy evaluation"]},{"id":"ucs-000097","url":"https://climateinsightsdirectory.org/document/ucs-000097","title":"Heat Waves and Climate Change","publisher":{"name":"Union of Concerned Scientists","organization":"union-of-concerned-scientists"},"document_type":"fact sheet","language":"en","date_published":"2018-07-31","source_url":"https://www.ucs.org/resources/heat-waves-and-climate-change","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document details how climate change is increasing the frequency and intensity of heat waves across the United States, leading to severe health risks and societal disruptions. It highlights the vulnerability of specific populations, such as the elderly and outdoor workers, and the role of the urban heat-island effect. The text argues that stabilizing carbon emissions and adhering to the Paris Agreement can significantly reduce the projected increase in extreme temperatures and the frequency of heat waves by mid-century.","ai_generated":true,"unit":"ucs-000097#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Heat stress conditions in the US have increased in recent decades; between 1949 and 2005, 20 percent of 187 studied weather stations saw a substantial rise in one-day extreme heat stress events, averaging 12 more such days per year in 2005 than in 1949.","ai_generated":true,"unit":"ucs-000097#insight-1","date_modified":"2026-10-23"},{"text":"Future projections indicate that if carbon emissions continue to grow, most of the US could see 20 to 30 more days annually with maximum temperatures exceeding 90°F, with the Southeast potentially seeing 40 to 50 more days. By 2100, the hottest daily temperatures in the US could increase by at least 10°F compared to the end of the 20th century if emissions increase substantially.","ai_generated":true,"unit":"ucs-000097#insight-2","date_modified":"2026-10-23"},{"text":"Extreme heat poses significant health risks, including heat cramps, heat exhaustion, and heat stroke (which occurs when body temperature exceeds 103°F), as well as increased cardiovascular and respiratory mortality. Vulnerable groups include the young, elderly, low-income residents, people with pre-existing medical conditions, and outdoor workers in construction and agriculture.","ai_generated":true,"unit":"ucs-000097#insight-3","date_modified":"2026-10-23"},{"text":"Extreme heat disrupts various sectors: it lowers student performance (particularly for low-income and minority students lacking air conditioning), threatens the livelihoods of rural residents through negative effects on crop production and livestock, and damages infrastructure, as evidenced by flight cancellations in Phoenix in 2017 when temperatures hit 119°F.","ai_generated":true,"unit":"ucs-000097#insight-4","date_modified":"2026-10-23"},{"text":"Mitigation strategies can limit future heat; stabilizing carbon emissions to keep atmospheric CO2 below 550 ppm by 2100 could reduce the frequency of mid-century heat waves by approximately 50%. Following the Paris Agreement goal of keeping warming below 3.6°F could limit the increase in the hottest daily temperatures to 3.6°F instead of 10°F.","ai_generated":true,"unit":"ucs-000097#insight-5","date_modified":"2026-10-23"}],"climate_tags":["heat wave","extreme heat","climate change","carbon dioxide emissions","public health","urban heat island","agriculture","infrastructure","Paris Agreement","energy efficiency"],"geography_discussed":["Southeast","Southwest","Alaska","Phoenix"],"frame_perspective":[],"analysis_type":["impact assessment","risk assessment","mitigation analysis"]},{"id":"wwatt-000088","url":"https://climateinsightsdirectory.org/document/wwatt-000088","title":"The role of climate change in the 2015-2017 drought in the Western Cape of South Africa","publisher":{"name":"World Weather Attribution","organization":"world-weather-attribution"},"document_type":"research paper","language":"en","date_published":"2018-07-13","source_url":"https://www.worldweatherattribution.org/the-role-of-climate-change-in-the-2015-2017-drought-in-the-western-cape-of-south-africa/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"An international team of scientists used a multi-method attribution approach to determine that anthropogenic climate change increased the likelihood of the 2015-2017 Western Cape drought by a factor of 3.3. The drought, characterized by three consecutive years of below-average rainfall, led to a severe water crisis in Cape Town, nearly resulting in 'day zero'. The study finds that drought risk in this region scales linearly with warming, suggesting that further temperature increases will continue to raise the probability of such extreme events.","ai_generated":true,"unit":"wwatt-000088#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Anthropogenic climate change significantly increased the probability of the 2015-2017 drought occurring in the Western Cape. By synthesizing observational analysis and multiple climate models, the study calculates that the likelihood of such an event increased by a factor of 3.3 (ranging from 1.4 to 6.4).","ai_generated":true,"unit":"wwatt-000088#insight-1","date_modified":"2026-10-23"},{"text":"The 2015-2017 drought was the most severe since 1904, driven primarily by a deficit in rainfall rather than increased evaporation from high temperatures. Specifically, the region experienced 30% to 50% below-average rainfall over three years, with the most significant anomalies occurring during the shoulder seasons of March-May and August-October.","ai_generated":true,"unit":"wwatt-000088#insight-2","date_modified":"2026-10-23"},{"text":"The drought caused an acute water shortage in Cape Town, which serves approximately 3.7 million residents. The crisis reached a point in early 2018 where the city was expected to run out of water, a scenario termed \"day zero\", in March 2018.","ai_generated":true,"unit":"wwatt-000088#insight-3","date_modified":"2026-10-23"},{"text":"Future projections indicate that drought risk in the Western Cape scales linearly with global warming. Models suggest that if global mean surface air temperature increases to 2°C above pre-industrial levels (approximately 1°C warmer than today), the probability ratio of such droughts will increase further by a factor comparable to the increase seen up to the present.","ai_generated":true,"unit":"wwatt-000088#insight-4","date_modified":"2026-10-23"},{"text":"The Western Cape Water Supply System, comprising 14 dams and pipelines, is highly vulnerable because it depends almost entirely on rainfall. While designed to withstand droughts with a 1-in-50-year return interval, climate change has shifted the return time of extreme droughts, making the system and its users more vulnerable than previously planned for.","ai_generated":true,"unit":"wwatt-000088#insight-5","date_modified":"2026-10-23"}],"climate_tags":["drought","precipitation","anthropogenic climate change","water management","water scarcity","extreme event attribution","climate modeling"],"geography_discussed":["Cape Town","South Africa"],"frame_perspective":[],"analysis_type":["attribution study","risk assessment"]},{"id":"cer-001441","url":"https://climateinsightsdirectory.org/document/cer-001441","title":"Identification, Delineation and Importance of the Strategic Water Source Areas of South Africa, Lesotho and Swaziland for Surface Water and Groundwater","publisher":{"name":"Centre for Environmental Rights","organization":"centre-for-environmental-rights"},"document_type":"report","language":"en","date_published":"2018-07","source_url":"https://cer.org.za/wp-content/uploads/2019/03/WRC-SWSAs-of-SA-Lesotho-and-Swaziland.pdf?x21779","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report defines and maps 22 national Strategic Water Source Areas for surface water (SWSA-sw) and 37 for groundwater (SWSA-gw) in South Africa, including transboundary areas in Lesotho and Swaziland. It links these areas to major urban centres and agricultural sectors, highlighting that a small percentage of land provides a disproportionate amount of the region's water. The study identifies significant threats from invasive alien plants, mining, and land degradation, and recommends integrating SWSAs into national policy, legislation, and spatial planning to ensure long-term water security.","ai_generated":true,"unit":"cer-001441#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The updated national and transboundary Strategic Water Source Areas for surface water (SWSA-sw) cover approximately 124,075 km² (10% of the region) and provide a mean annual runoff (MAR) of 24,954 million m³, which is 50% of the total.","ai_generated":true,"unit":"cer-001441#insight-1","date_modified":"2026-10-23"},{"text":"Strategic Water Source Areas for groundwater (SWSA-gw) in South Africa cover around 9% of the land surface (approximately 104,000 km²) and account for up to 42% of the baseflow in those areas, playing a critical role in sustaining surface water during dry seasons.","ai_generated":true,"unit":"cer-001441#insight-2","date_modified":"2026-10-23"},{"text":"Transboundary SWSA-sw in Lesotho and Swaziland are critical for South African water security; Lesotho's portions generate about 3,522 million m³ (79% of Lesotho's MAR), and Swaziland's portions produce about 2,053 million m³ (83% of Swaziland's MAR).","ai_generated":true,"unit":"cer-001441#insight-3","date_modified":"2026-10-23"},{"text":"Major urban centres in South Africa are heavily dependent on SWSA-sw, with many sourcing over 90% of their water from these areas. For example, the City of Cape Town receives 98% of its water from SWSA-sw.","ai_generated":true,"unit":"cer-001441#insight-4","date_modified":"2026-10-23"},{"text":"Groundwater from SWSA-gw is vital for agriculture and industry, supplying approximately 46% of the groundwater used by agriculture and 47% of that used for industrial purposes in South Africa.","ai_generated":true,"unit":"cer-001441#insight-5","date_modified":"2026-10-23"},{"text":"Protection of SWSAs is insufficient, with only 11% of all SWSAs falling under Protected Areas (PAs). Specifically, only 10% of the Northern Drakensberg SWSA is under formal protection.","ai_generated":true,"unit":"cer-001441#insight-6","date_modified":"2026-10-23"},{"text":"Invasive alien plants (specifically wattles, pines, and eucalypts) reduce the MAR of SWSA-sw by 485.8 million m³/a, which is 2.6% of the pre-development MAR.","ai_generated":true,"unit":"cer-001441#insight-7","date_modified":"2026-10-23"},{"text":"Mining poses a significant risk to SWSAs, particularly coal mining in the Highveld, Witbank, and Ermelo fields. The Upper Vaal and Kroonstad SWSAs completely overlap with coalfields.","ai_generated":true,"unit":"cer-001441#insight-8","date_modified":"2026-10-23"},{"text":"Certain groundwater aquifers are highly vulnerable to contamination; the Cenozoic Sand aquifers and dolomite aquifers are the most susceptible, with some areas like the Cape Peninsula and Cape Flats having 49% 'very high' vulnerability.","ai_generated":true,"unit":"cer-001441#insight-9","date_modified":"2026-10-23"},{"text":"Groundwater drought risk is most pronounced in the northwest of South Africa, while coastal areas in the south and east, such as the Zululand Coastal Plain, have very low drought risk.","ai_generated":true,"unit":"cer-001441#insight-10","date_modified":"2026-10-23"}],"climate_tags":["water security","groundwater recharge","water management","climate change"],"geography_discussed":["Gauteng","Western Cape","KwaZulu-Natal","Mpumalanga","Limpopo"],"frame_perspective":[],"analysis_type":["hydrological assessment","spatial analysis","economic impact analysis","risk assessment"]},{"id":"client-000884","url":"https://climateinsightsdirectory.org/document/client-000884","title":"Risk unwrapped: plastic pollution as a material business risk","publisher":{"name":"ClientEarth","organization":"clientearth"},"document_type":"briefing","language":"en","date_published":"2018-07","source_url":"https://www.clientearth.org/media/swamlmkr/risk-unwrapped-plastic-pollution-as-a-material-business-risk-ce-en.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document identifies plastic pollution as a material business risk, categorising it into transition, reputational, physical, and liability risks. It details how regulatory shifts, technological disruptions, and public perception threaten the long-term viability of plastic-intensive companies. Furthermore, it asserts that under UK law, directors have codified duties to manage these risks to promote company success and exercise reasonable care, warning that failure to do so could lead to personal liability.","ai_generated":true,"unit":"client-000884#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Plastic pollution contributes to climate change because plastics are derived from fossil fuels and their production is energy-intensive, with each tonne of plastic produced resulting in an average of 2.5 tonnes of CO2 emissions from the production process alone.","ai_generated":true,"unit":"client-000884#insight-1","date_modified":"2026-10-23"},{"text":"If current trends continue, the plastics sector is projected to account for 15% of the global annual carbon budget and 20% of total oil consumption by 2050.","ai_generated":true,"unit":"client-000884#insight-2","date_modified":"2026-10-23"},{"text":"Plastic pollution creates significant economic externalities; single-use packaging alone is estimated to generate $40 billion in costs not borne by the responsible parties, a figure that likely exceeds the packaging industry's total profits.","ai_generated":true,"unit":"client-000884#insight-3","date_modified":"2026-10-23"},{"text":"Companies face transition risks from an accelerating pace of regulatory change, including bans on single-use plastics and the implementation of 'polluter pays' principles through taxes and extended producer responsibility schemes.","ai_generated":true,"unit":"client-000884#insight-4","date_modified":"2026-10-23"},{"text":"Technological disruption poses a risk to traditional plastic producers as bio-based and biodegradable materials become more cost-effective and innovative reuse systems, such as multi-business deposit-return schemes, gain traction.","ai_generated":true,"unit":"client-000884#insight-5","date_modified":"2026-10-23"}],"climate_tags":["plastic pollution","climate change","greenhouse gas emissions","circular economy","carbon budget","fossil fuel","waste management"],"geography_discussed":["European Union","India","People's Republic of China","Canada","Indonesia","Scotland"],"frame_perspective":[],"analysis_type":["risk assessment","legal analysis"]},{"id":"newclim-000057","url":"https://climateinsightsdirectory.org/document/newclim-000057","title":"Tunisia: Derisking Renewable Energy Investment","publisher":{"name":"NewClimate Institute","organization":"newclimate-institute"},"document_type":"report","language":"en","date_published":"2018-06-26","source_url":"http://www.newclimate.org/resources/publications/tunisia-derisking-renewable-energy-investment-2018","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The study identifies that high financing costs in Tunisia, driven by power market, counterparty, and political risks, inflate the cost of renewable energy. By implementing targeted public derisking measures, Tunisia could significantly lower generation costs for wind and solar PV, catalyzing over EUR 1.6 billion in private investment and reducing carbon emissions by 32.2 million tonnes of CO2 over 20 years. The analysis concludes that the economic savings from lower capital costs outweigh the public expenditure required for these instruments.","ai_generated":true,"unit":"newclim-000057#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Tunisia's renewable energy investment environment is marked by high financing costs compared to countries like Germany; specifically, the cost of equity is 17% and the cost of debt is 8%, whereas in Germany they are 7% and 3% respectively.","ai_generated":true,"unit":"newclim-000057#insight-1","date_modified":"2026-10-23"},{"text":"Three primary risk categories are identified as the main drivers of increased financing costs: political risk, counterparty risk (the reliability of the electricity buyer), and power market risk (related to regulation and electricity sale mechanisms).","ai_generated":true,"unit":"newclim-000057#insight-2","date_modified":"2026-10-23"},{"text":"For wind energy, a public derisking package costing EUR 104 million by 2030 could catalyze EUR 1.07 billion in private investment, reduce generation costs from EUR 7.2 cents to EUR 5.8 cents per kWh, and save EUR 308 million over 20 years while reducing CO2 emissions by 21.6 million tonnes.","ai_generated":true,"unit":"newclim-000057#insight-3","date_modified":"2026-10-23"},{"text":"For solar PV, public derisking measures costing EUR 54 million by 2030 could catalyze EUR 0.53 billion in private investment, lower generation costs from EUR 7.1 cents to EUR 5.6 cents per kWh, and generate EUR 149 million in savings over 20 years, reducing CO2 emissions by 10.6 million tonnes.","ai_generated":true,"unit":"newclim-000057#insight-4","date_modified":"2026-10-23"},{"text":"The Tunisian Solar Plan (TSP) aims for the private sector to install 835 MW of solar PV and 940 MW of wind power by 2030 to achieve a 30% share of renewable energy in the power mix.","ai_generated":true,"unit":"newclim-000057#insight-5","date_modified":"2026-10-23"}],"climate_tags":["renewable energy","photovoltaics","wind power","climate finance","Paris Agreement","carbon dioxide emissions"],"geography_discussed":["Germany"],"frame_perspective":[],"analysis_type":["economic modelling","risk assessment"]},{"id":"ucs-001220","url":"https://climateinsightsdirectory.org/document/ucs-001220","title":"TECHNICAL BACKGROUNDER Underwater Rising Seas, Chronic Floods, and the Implications for US Coastal Real Estate","publisher":{"name":"Union of Concerned Scientists","organization":"union-of-concerned-scientists"},"document_type":"briefing","language":"en","date_published":"2018-06","source_url":"https://www.ucs.org/sites/default/files/attach/2018/06/underwater-analysis-technical-backgrounder.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Union of Concerned Scientists used a combination of NOAA elevation data, tide gauge records, and Zillow's ZTRAX database to identify coastal properties at risk of chronic inundation. The analysis defines chronic inundation as areas flooded at least 26 times per year and evaluates three sea-level-rise scenarios: high (6.6 feet), intermediate (4.0 feet), and low (1.6 feet) by the end of the century. Key caveats include the assumption of constant population and demographics, the exclusion of local coastal defenses like sea walls, and the lack of consideration for future adaptation measures.","ai_generated":true,"unit":"ucs-001220#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The analysis defines the zone of chronic inundation as any area that experiences flooding at least 26 times per year, which averages to once every other week.","ai_generated":true,"unit":"ucs-001220#insight-1","date_modified":"2026-10-23"},{"text":"The study utilizes three sea-level-rise scenarios for the end of the century: a high scenario projecting a global average rise of 6.6 feet (2.0 m), an intermediate scenario projecting 4.0 feet (1.2 m), and a low scenario projecting 1.6 feet (0.5 m).","ai_generated":true,"unit":"ucs-001220#insight-2","date_modified":"2026-10-23"},{"text":"The low sea-level-rise scenario is used as a proxy for the Paris Agreement, as its projected warming aligns with the goal of keeping temperatures below 3.6°F (2°C) above preindustrial levels.","ai_generated":true,"unit":"ucs-001220#insight-3","date_modified":"2026-10-23"},{"text":"To identify at-risk properties, the researchers intersected chronic inundation zones with the Zillow Transaction and Assessment Database (ZTRAX), which provides data on residential and commercial properties.","ai_generated":true,"unit":"ucs-001220#insight-4","date_modified":"2026-10-23"},{"text":"The analysis may be conservative because it assumes that population, demographics, and the number of properties remain constant at present-day levels, ignoring future population growth.","ai_generated":true,"unit":"ucs-001220#insight-5","date_modified":"2026-10-23"},{"text":"The findings may overestimate flooding in some areas because the elevation data does not capture local coastal defenses such as sea walls or changes to the land like the installation of bulkheads.","ai_generated":true,"unit":"ucs-001220#insight-6","date_modified":"2026-10-23"},{"text":"The analysis does not account for future adaptation measures that communities might implement, such as restoring wetlands or building flood-control structures.","ai_generated":true,"unit":"ucs-001220#insight-7","date_modified":"2026-10-23"}],"climate_tags":["sea level rise","flood risk","Paris Agreement","climate change adaptation"],"geography_discussed":["Annapolis","Charleston","Broad Channel","San Francisco Bay Area"],"frame_perspective":[],"analysis_type":["methodology","risk assessment"]},{"id":"gclifun-004774","url":"https://climateinsightsdirectory.org/document/gclifun-004774","title":"Protecting livelihoods and assets at risk from climate change induced flooding in glacial river basins of Nepal","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2018-02-14","source_url":"https://www.greenclimate.fund/sites/default/files/document/19170-protecting-livelihoods-and-assets-risk-climate-change-induced-flooding-glacial-river-basins.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document outlines a $63 million project in Nepal designed to mitigate the risks of glacial lake outburst floods (GLOFs) and other climate-induced hazards. It proposes strengthening the institutional capacity of the Department of Hydrology and Meteorology (DHM) and other agencies to provide risk information and early warning services. Key interventions include the lowering of four high-risk glacial lakes, the construction of check dams, and the implementation of ecosystem-based adaptation (EbA) through community forestry. The project aims to benefit 327,500 people, particularly indigenous communities, by integrating centralized and community-based early warning systems and developing sustainable financing mechanisms for monitoring networks.","ai_generated":true,"unit":"gclifun-004774#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Climate change is accelerating the melting of Himalayan glaciers in Nepal, leading to an increase in the number and size of glacial lakes and a higher risk of catastrophic glacial lake outburst floods (GLOFs).","ai_generated":true,"unit":"gclifun-004774#insight-1","date_modified":"2026-10-23"},{"text":"Of the 1,466 glacial lakes in the Nepal Himalaya, 21 are identified as serious threats to approximately 327,500 people in downstream communities.","ai_generated":true,"unit":"gclifun-004774#insight-2","date_modified":"2026-10-23"},{"text":"Nepal faces significant institutional and technical barriers to GLOF risk management, including a lack of comprehensive climate risk data, insufficient monitoring station density in the High Himalayas, and fragmented mandates between government agencies.","ai_generated":true,"unit":"gclifun-004774#insight-3","date_modified":"2026-10-23"},{"text":"The project will implement direct structural risk reduction by lowering the water levels of the four highest-risk glacial lakes and constructing check dams to divert GLOF flows and protect downstream assets.","ai_generated":true,"unit":"gclifun-004774#insight-4","date_modified":"2026-10-23"},{"text":"A key component of the adaptation strategy is the deployment of a multi-hazard early warning system (EWS) that integrates centralized forecasting with community-based mechanisms in at least 100 communities.","ai_generated":true,"unit":"gclifun-004774#insight-5","date_modified":"2026-10-23"},{"text":"The project employs ecosystem-based adaptation (EbA) by scaling up community forestry management to stabilize soils and reduce runoff, which helps minimize debris transport during high-intensity floods.","ai_generated":true,"unit":"gclifun-004774#insight-6","date_modified":"2026-10-23"},{"text":"Climate-induced hazards in Nepal cause substantial economic losses, with annual damages from climate-related hazards estimated at 1.5-2% of GDP ($270-360 million USD), projected to rise to 2-3% of GDP by mid-century.","ai_generated":true,"unit":"gclifun-004774#insight-7","date_modified":"2026-10-23"},{"text":"The hydropower sector is particularly vulnerable, with 177 hydropower plants (approximately one in five in the Himalaya) located in the path of a GLOF as of 2016.","ai_generated":true,"unit":"gclifun-004774#insight-8","date_modified":"2026-10-23"},{"text":"The project seeks a total indicative cost of $63 million, requesting $23 million in grants from the GCF, with the remainder provided as co-financing from the Government of Nepal and the GEF-LDCF.","ai_generated":true,"unit":"gclifun-004774#insight-9","date_modified":"2026-10-23"}],"climate_tags":["glacier lake outburst flood","climate change adaptation","early warning system","ecosystem-based adaptation","hydropower","climate finance","Climate risk assessment","indigenous people"],"geography_discussed":["Tibet","India"],"frame_perspective":[],"analysis_type":["project proposal","risk assessment"]},{"id":"sei-001001","url":"https://climateinsightsdirectory.org/document/sei-001001","title":"Framing Stranded Assets: Age of Disruption","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2018-02-14","source_url":"https://www.sei.org/publications/framing-stranded-assets-age-disruption/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The report addresses the risk of stranded assets resulting from the sustainability transition, arguing that while 'green finance' for new technologies is well-documented, there is insufficient focus on the 'old' industries and assets that may become unusable. It introduces a methodology for the financial industry to quantify these risks to reduce unnecessary investment and negative social consequences.","ai_generated":true,"unit":"sei-001001#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The financial community focuses heavily on 'green finance' to scale new technologies, but there is a significant lack of research and industry initiatives regarding the fate of 'old' industries and assets during the sustainability transition.","ai_generated":true,"unit":"sei-001001#insight-1","date_modified":"2026-10-23"},{"text":"Economic history suggests that massive transitions lead to massive stranded assets; effectively managing this issue can result in fewer write-offs, reduced risk, less unnecessary investment, and fewer negative social consequences.","ai_generated":true,"unit":"sei-001001#insight-2","date_modified":"2026-10-23"}],"climate_tags":["stranded asset","sustainable finance","wind power","solar energy","electric vehicle"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["risk assessment","framework development"]},{"id":"issafri-002249","url":"https://climateinsightsdirectory.org/document/issafri-002249","title":"Fleeing terror, fighting terror: The truth about refugees and violent extremism","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2018-01","source_url":"https://issafrica.s3.amazonaws.com/site/uploads/ear17-1.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The report finds that the threat of violent extremism among South Sudanese and Somalian refugees in Ethiopia is low, as refugees often possess a genuine disdain for the extremists who caused their displacement. While Ethiopia has effectively managed camp security through a collaborative approach involving refugees, the document warns that chronic underfunding and a lack of livelihood opportunities for youth create fertile ground for future radicalisation. It argues against the narrative that refugees are inherent security risks, suggesting instead that robust asylum processes and integration policies, such as Ethiopia's Nine Pledges, are the most effective ways to ensure security.","ai_generated":true,"unit":"issafri-002249#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The overall threat of violent extremism among Somalian and South Sudanese refugees in Ethiopia is low, with Somalian refugees specifically expressing a strong desire to cooperate against extremists who caused their displacement.","ai_generated":true,"unit":"issafri-002249#insight-1","date_modified":"2026-10-23"},{"text":"Somalian refugees in Ethiopia actively contribute to camp security by identifying and reporting suspicious activities, driven by a shared disdain for the groups they fled.","ai_generated":true,"unit":"issafri-002249#insight-2","date_modified":"2026-10-23"},{"text":"While violent extremism is not a prominent threat among South Sudanese refugees, there are concerns regarding covert political organising and strong anti-Dinka sentiments that could lead to future violence.","ai_generated":true,"unit":"issafri-002249#insight-3","date_modified":"2026-10-23"},{"text":"Chronic underfunding of refugee appeals for South Sudan and Somalia—which ranked as the two most underfunded situations globally in October 2017—creates dire living conditions that may increase the risk of radicalisation.","ai_generated":true,"unit":"issafri-002249#insight-4","date_modified":"2026-10-23"},{"text":"A critical vulnerability for youth in both refugee populations is the lack of gainful employment and livelihood opportunities, which leads to boredom, frustration, and a higher risk of illegal onward migration.","ai_generated":true,"unit":"issafri-002249#insight-5","date_modified":"2026-10-23"},{"text":"Ethiopia has adopted a progressive approach to refugee management through the Comprehensive Refugee Response Framework (CRRF) and Nine Pledges, aiming to integrate refugees into communities and close all 27 camps within 10 years.","ai_generated":true,"unit":"issafri-002249#insight-6","date_modified":"2026-10-23"},{"text":"Relations between Somalian refugees and host communities in the Jijiga region are generally harmonious due to shared ethnicity, religion, and the long-term presence of the refugee population.","ai_generated":true,"unit":"issafri-002249#insight-7","date_modified":"2026-10-23"},{"text":"In the Gambella region, tensions exist between the Anywaa and Nuer populations, with Anywaa groups claiming that Nuer refugee inflows are used to boost political power in the region.","ai_generated":true,"unit":"issafri-002249#insight-8","date_modified":"2026-10-23"},{"text":"The report argues that the common political narrative treating refugees as security risks is statistically unfounded and that robust asylum processes are actually a tool for enhancing security.","ai_generated":true,"unit":"issafri-002249#insight-9","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["South Sudan","Somalia","Gambela Region","Jijiga"],"frame_perspective":[],"analysis_type":["field study","policy analysis","risk assessment"]},{"id":"wri-001779","url":"https://climateinsightsdirectory.org/document/wri-001779","title":"PARCHED POWER: WATER DEMANDS, RISKS, AND OPPORTUNITIES FOR INDIA\u0019S POWER SECTOR","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"research paper","language":"en","date_published":"2018-01","source_url":"https://wriorg.s3.amazonaws.com/s3fs-public/parched-power-india-0130.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that India's thermal power sector is heavily dependent on freshwater, with nearly 90% of generation relying on it for cooling. This dependency has led to significant generation losses, including 14 terawatt-hours in 2016 alone, and over $1.4 billion in potential revenue losses for the top 20 utility companies between 2013 and 2016. The authors highlight that plants in high water-stress regions have a 21% lower average capacity factor. To mitigate these risks, the paper recommends mandating water data disclosure, standardizing reporting, and prioritizing a shift toward solar PV and wind energy, which could significantly reduce both water withdrawal and consumption intensities by 2027.","ai_generated":true,"unit":"wri-001779#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Approximately 90 percent of India's thermal utility power generation relies on freshwater for cooling. In 2016, freshwater recirculating systems were the most common technology, accounting for 80% of total thermal generation, while freshwater once-through systems accounted for about 7%.","ai_generated":true,"unit":"wri-001779#insight-1","date_modified":"2026-10-23"},{"text":"Between 2011 and 2016, freshwater consumption by Indian thermal utilities rose by 43%, increasing from 1.5 billion cubic meters to 2.1 billion cubic meters. This increase was driven by a 40% growth in electricity generation and a higher share of recirculating cooling systems. Conversely, total freshwater withdrawals remained relatively stable at roughly 18.8 billion cubic meters in 2016 because no new freshwater once-through plants were built after 2011.","ai_generated":true,"unit":"wri-001779#insight-2","date_modified":"2026-10-23"},{"text":"Water shortages caused significant power generation losses in India. In 2016, the sector lost 14 terawatt-hours of potential thermal generation, which canceled out more than 20% of the growth in total electricity generation from 2015. Between 2013 and 2016, water shortage was the fifth most frequent reason for forced outages, accounting for nearly 2% of all outages.","ai_generated":true,"unit":"wri-001779#insight-3","date_modified":"2026-10-23"},{"text":"There is a strong correlation between water stress and plant performance. Freshwater-cooled plants in high water-stress regions have an average capacity factor 21% lower than those in low- and medium-stress regions. This trend persists even when controlling for fuel type, plant capacity, and unit age.","ai_generated":true,"unit":"wri-001779#insight-4","date_modified":"2026-10-23"},{"text":"Water shortage risks exist even in water-abundant regions. For example, in April 2016, the Farakka plant in West Bengal lost about 45% of its generation. Similarly, the Tiroda plant lost 69% of its generation in June 2016, and the Raichur plant lost 37% in June and July 2016 due to water unavailability.","ai_generated":true,"unit":"wri-001779#insight-5","date_modified":"2026-10-23"},{"text":"Financial impacts of water shortages are substantial for major utilities. Fourteen of India's 20 largest thermal utility companies experienced water shortage-induced shutdowns between 2013 and 2016, resulting in over $1.4 billion in total potential revenue losses. In 2016 alone, nine companies lost more than $614 million, representing about 2.3% of their total revenue from power sales.","ai_generated":true,"unit":"wri-001779#insight-6","date_modified":"2026-10-23"},{"text":"Future water competition is expected to increase. By 2030, more than 70% of India's existing thermal utilities are likely to face increased water competition from agricultural, urban, and industrial demands. About one-third of these utilities are projected to see a 20% or higher increase in competition.","ai_generated":true,"unit":"wri-001779#insight-7","date_modified":"2026-10-23"},{"text":"Transitioning to renewable energy is the most effective way to reduce water dependency. Under a projected 'scenario 2' for 2027, if ambitious renewable targets and stringent water regulations are met, freshwater consumption would stay below 2016 levels despite a 60% increase in electricity generation. In this scenario, water withdrawal intensity would decrease by 76% and consumption intensity by 25%, with the power mix shift toward solar PV and wind driving nearly 98% of the consumption reduction.","ai_generated":true,"unit":"wri-001779#insight-8","date_modified":"2026-10-23"}],"climate_tags":["photovoltaics","wind power","renewable energy","energy transition","climate change"],"geography_discussed":["West Bengal","Gujarat","Tamil Nadu","Maharashtra","Karnataka"],"frame_perspective":[],"analysis_type":["quantitative assessment","risk assessment","scenario analysis","benchmarking"]},{"id":"gclifun-004781","url":"https://climateinsightsdirectory.org/document/gclifun-004781","title":"Risk Dashboard Q4 2018","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2018","source_url":"https://www.greenclimate.fund/sites/default/files/document/2018q4-gcf-risk-dashboard-q4-2018.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Q4 2018 Risk Dashboard indicates that the Green Climate Fund's portfolio concentration and liquidity remain within approved risk tolerance levels. As of 31 December 2018, the fund reported no non-performing loans for the eighth consecutive quarter and maintained a foreign exchange commitment risk buffer of USD 33 million equivalent. The portfolio consists of 93 approved funding proposals with a geographic distribution led by Africa (39%) and Asia-Pacific (34%), and a funding balance favoring mitigation (39%) over adaptation (25%).","ai_generated":true,"unit":"gclifun-004781#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The fund's portfolio concentration and liquidity are currently within approved risk tolerance levels, and there have been no non-performing loans for the past 8 quarters.","ai_generated":true,"unit":"gclifun-004781#insight-1","date_modified":"2026-10-23"},{"text":"The Green Climate Fund maintains a foreign exchange commitment risk buffer of USD 33 million equivalent, with a moderate risk tolerance where USD commitments are intended to be covered by converting non-USD promissory notes upon encashment.","ai_generated":true,"unit":"gclifun-004781#insight-2","date_modified":"2026-10-23"},{"text":"Of the 93 approved funding proposals, the geographic distribution of funding is 39% in Africa, 34% in Asia-Pacific, 22% in Latin America and the Caribbean, and 5% in Eastern Europe.","ai_generated":true,"unit":"gclifun-004781#insight-3","date_modified":"2026-10-23"},{"text":"The portfolio's thematic distribution shows 39% allocated to mitigation, 25% to adaptation, and 21% to cross-cutting mitigation and 14% to cross-cutting adaptation.","ai_generated":true,"unit":"gclifun-004781#insight-4","date_modified":"2026-10-23"},{"text":"In 2018, the Independent Integrity Unit received 19 reports and opened six investigations; however, some projects have lapsed or been withdrawn, such as FP006, FP029, and FP030 which lapsed, and FP057 which was withdrawn.","ai_generated":true,"unit":"gclifun-004781#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate finance","climate change adaptation","climate change mitigation","energy access","energy efficiency","building","food security","water security","infrastructure"],"geography_discussed":["Africa","Asia-Pacific","Latin America and the Caribbean","Eastern Europe","Argentina","Bangladesh","Vietnam","Burkina Faso","Brazil"],"frame_perspective":[],"analysis_type":["risk assessment","portfolio analysis"]},{"id":"gclifun-005941","url":"https://climateinsightsdirectory.org/document/gclifun-005941","title":"Risk Dashboard Q2 2018","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2018","source_url":"https://www.greenclimate.fund/sites/default/files/document/gcf-risk-dashboard-q2-2018.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"As of 30 June 2018, the Green Climate Fund (GCF) managed a portfolio of 76 approved funding proposals (FPs) with a total approved amount of USD 3.7 billion. Funding is distributed across mitigation (43%), adaptation (29%), and cross-cutting projects (28%), with the highest regional concentrations in Africa (33%) and Asia-Pacific (33%). The fund reports a projected liquid asset portfolio of USD 4.1 billion for the following 12 months and confirms there are no non-performing loans in its portfolio. Integrity and redress mechanisms recorded several closed allegations and a withdrawn request for reconsideration from Argentina.","ai_generated":true,"unit":"gclifun-005941#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The GCF portfolio as of 30 June 2018 consists of 76 approved funding proposals with a total approved amount of USD 3.7 billion. Funding is distributed by sector, with 'Energy access and power generation' being the largest at 18.6%, followed by 'Buildings, cities, and industries and appliances' at 11.2%.","ai_generated":true,"unit":"gclifun-005941#insight-1","date_modified":"2026-10-23"},{"text":"Geographic distribution of funding is led by Africa and Asia-Pacific, each accounting for 33% of the portfolio, followed by LATAM & Car. at 28% and Eastern Europe at 5%. In terms of project scale, 45% are classified as Large, 35% as Medium, 16% as Small, and 3% as Micro.","ai_generated":true,"unit":"gclifun-005941#insight-2","date_modified":"2026-10-23"},{"text":"Financial instruments used include grants (43%) and loans (43%), with guarantees making up 3%. The fund's liquidity is managed with a moderate risk tolerance, with a projected liquid asset portfolio of USD 4.1 billion for the 12 months following June 2018.","ai_generated":true,"unit":"gclifun-005941#insight-3","date_modified":"2026-10-23"},{"text":"The GCF reports zero non-performing loans in its portfolio for the past 8 quarters. Regarding integrity, the Independent Integrity Unit (IIU) has seen various outcomes over the last two years, including 5 allegations closed at preliminary assessment and 2 investigations finalized.","ai_generated":true,"unit":"gclifun-005941#insight-4","date_modified":"2026-10-23"}],"climate_tags":["energy access","climate change adaptation","climate change mitigation","climate finance"],"geography_discussed":["Africa","Asia-Pacific","LATAM & Car.","Eastern Europe","Argentina","Bangladesh"],"frame_perspective":[],"analysis_type":["portfolio analysis","risk assessment"]},{"id":"iisd-002202","url":"https://climateinsightsdirectory.org/document/iisd-002202","title":"INCENTIVOS FISCALES EN LA MINERÍA: CÓMO MINIMIZAR LOS RIESGOS PARA LA RECAUDACIÓN","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"guide","language":"es","date_published":"2018","source_url":"https://www.iisd.org/system/files/2025-05/tax-incentives-in-mining-minimising-risks-to-revenue-guidance-es.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document introduces a financial modeling framework designed to calculate the total loss of public revenue resulting from mining tax incentives. It distinguishes between 'direct costs' (the immediate loss of tax revenue) and 'behavioral costs' (revenue losses caused by investors adjusting their operations to maximize the benefit of incentives). The guide accompanies a beta financial model pre-configured for a medium-sized open-pit gold mine representative of Sub-Saharan Africa, following the FAST standard for transparency and adaptability. It details specific behavioral risks such as 'high-grading' in response to income tax exemptions, excessive interest deductions following withholding tax exemptions, and the under-invoicing of minerals under progressive royalty schemes. Additionally, it provides methodologies for testing cost estimates through scenario modeling and sensitivity analysis to determine if incentives are 'well-oriented'—meaning they provide more value when project viability is lowest.","ai_generated":true,"unit":"iisd-002202#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The total loss of revenue from tax incentives is the sum of direct costs and behavioral costs, where behavioral costs arise from investors modifying their actions to maximize financial benefits beyond government expectations.","ai_generated":true,"unit":"iisd-002202#insight-1","date_modified":"2026-10-23"},{"text":"The IGF financial model is pre-configured for a medium-sized open-pit gold mine representative of Sub-Saharan Africa, using a typical tax and royalty regime.","ai_generated":true,"unit":"iisd-002202#insight-2","date_modified":"2026-10-23"},{"text":"Combining multiple tax incentives can lead to higher revenue losses than the sum of individual costs due to interactions that erode the tax base, such as combining income tax exemptions with dividend withholding tax exemptions.","ai_generated":true,"unit":"iisd-002202#insight-3","date_modified":"2026-10-23"},{"text":"Income tax exemptions can trigger 'high-grading' (increasing the cut-off grade to accelerate production), which can significantly increase the cost of the incentive; in one model example, high-grading nearly doubled the cost of a 10-year income tax exemption in real terms.","ai_generated":true,"unit":"iisd-002202#insight-4","date_modified":"2026-10-23"},{"text":"Exemptions on withholding taxes for interest can lead to excessive interest deductions, where investors increase debt levels and interest rates to shift profits to low-tax jurisdictions.","ai_generated":true,"unit":"iisd-002202#insight-5","date_modified":"2026-10-23"},{"text":"Progressive royalty schemes with a 'stacked structure' create 'dead zones' where buyers and sellers are incentivized to under-invoice mineral sales to keep the price at the upper threshold of a lower royalty bracket.","ai_generated":true,"unit":"iisd-002202#insight-6","date_modified":"2026-10-23"},{"text":"Tax incentives are considered 'well-oriented' if their cost increases in the worst-case scenario (low prices/low performance) and decreases in the best-case scenario, as they then support marginal investment when most needed.","ai_generated":true,"unit":"iisd-002202#insight-7","date_modified":"2026-10-23"}],"climate_tags":["mining","tax incentive"],"geography_discussed":["sub-Saharan Africa","Canada"],"frame_perspective":[],"analysis_type":["technical guide","financial analysis","risk assessment"]},{"id":"iisd-003601","url":"https://climateinsightsdirectory.org/document/iisd-003601","title":"TAX INCENTIVES IN MINING: MINIMISING RISKS TO REVENUE","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"guide","language":"en","date_published":"2018","source_url":"https://www.iisd.org/system/files/2024-07/tax-incentives-in-mining-minimising-risks-to-revenue.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that tax incentives in the mining sector are often ineffective at attracting investment due to the location-specific nature of mineral resources and can lead to significant revenue losses. It provides a framework for reviewing incentives, identifying high-risk behavioural responses—such as 'high-grading' during tax holidays or abusive transfer pricing in export processing zones—and offers recommendations for better design, including the use of incremental sliding-scale royalties and the avoidance of 'cliff-edge' fiscal changes.","ai_generated":true,"unit":"iisd-003601#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Tax incentives are generally ineffective at attracting mining investment in developing countries because mineral resources are location-specific and non-mobile, meaning investment decisions are driven more by resource quality and policy climate than by tax concessions.","ai_generated":true,"unit":"iisd-003601#insight-1","date_modified":"2026-10-23"},{"text":"Income tax holidays are identified as high-risk and inefficient because they encourage 'high-grading,' where companies increase extraction rates or preferentially mine high-grade ore during the tax-free period to maximize tax-free revenue.","ai_generated":true,"unit":"iisd-003601#insight-2","date_modified":"2026-10-23"},{"text":"Withholding tax (WHT) relief on interest and management fees increases the risk of base erosion and profit shifting (BEPS), as it encourages companies to inflate intra-group charges to strip profits from the mining country.","ai_generated":true,"unit":"iisd-003601#insight-3","date_modified":"2026-10-23"},{"text":"Export Processing Zones (EPZs) can create parallel fiscal regimes that incentivize abusive transfer pricing, specifically by under-pricing mineral products sold from a mine to a related processing facility within the EPZ.","ai_generated":true,"unit":"iisd-003601#insight-4","date_modified":"2026-10-23"},{"text":"Cost-based incentives, such as accelerated depreciation and investment allowances, are generally preferable to tax holidays as they allow for cost recovery without completely wiping out government revenue in the near term, though they still risk 'gold plating' (inflating capital costs).","ai_generated":true,"unit":"iisd-003601#insight-5","date_modified":"2026-10-23"},{"text":"Sliding-scale royalties with an 'aggregate' structure create 'cliff edges' that incentivize investors to underprice sales to avoid crossing into a higher royalty bracket; an 'incremental' structure is recommended to mitigate this.","ai_generated":true,"unit":"iisd-003601#insight-6","date_modified":"2026-10-23"},{"text":"Fiscal stabilization clauses can inadvertently lock in inefficient tax incentives and prevent governments from implementing international best practices or correcting revenue losses when commodity prices rise.","ai_generated":true,"unit":"iisd-003601#insight-7","date_modified":"2026-10-23"}],"climate_tags":["tax incentive"],"geography_discussed":["Ivory Coast","Singapore","Mongolia","Mali"],"frame_perspective":[],"analysis_type":["policy guidance","risk assessment"]}]}