{"query_echo":{"q":"","filters":{"analysis_type":["integrated assessment"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'integrated assessment' 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=integrated+assessment","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":"iai-000103","url":"https://climateinsightsdirectory.org/document/iai-000103","title":"Transboundary Adaptive Management to Reduce Climate Change Vulnerability in the Western U.S.-Mexico Border Region","publisher":{"name":"Inter-American Institute for Global Change Research","organization":"inter-american-institute-for-global-change-research"},"document_type":"research paper","language":"en","date_published":"2025-01-17","source_url":"https://iai.int/es/pub_acad/transboundary-adaptive-management-to-reduce-climate-change-vulnerability-in-the-western-u-s-mexico-border-region/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The research analyzes a decade-long initiative in the Arizona-Sonora border region, demonstrating that transboundary adaptive management is enhanced through binational collaboration, the involvement of multiple institutions, and the creation of accessible information tools for water-resources managers.","ai_generated":true,"unit":"iai-000103#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Transboundary adaptive management is strengthened by several factors, including binationality, the involvement of multiple institutions in both countries, the development of accessible information tools, and the continuity of effort over time.","ai_generated":true,"unit":"iai-000103#insight-1","date_modified":"2026-10-23"},{"text":"The research initiative utilized academic institutions as boundary organizations to connect climate scientists with public and private-sector stakeholders to improve adaptive-water-management capacity across the U.S.-Mexico border.","ai_generated":true,"unit":"iai-000103#insight-2","date_modified":"2026-10-23"}],"climate_tags":["water security","climate change adaptation"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["case study","integrated assessment"]},{"id":"iai-000161","url":"https://climateinsightsdirectory.org/document/iai-000161","title":"Assessing water demands and coverage sensitivity to climate change in the urban and rural sectors in Central Chile","publisher":{"name":"Inter-American Institute for Global Change Research","organization":"inter-american-institute-for-global-change-research"},"document_type":"research paper","language":"en","date_published":"2025-01-16","source_url":"https://iai.int/es/pub_acad/assessing-water-demands-and-coverage-sensitivity-to-climate-change-in-the-urban-and-rural-sectors-in-central-chile/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The study evaluates how climate change affects the ability of the Maipo Basin's water system to meet urban and agricultural demands, finding that while both sectors are sensitive to precipitation changes, the urban sector is more resilient due to higher reliability standards and greater water-use rights.","ai_generated":true,"unit":"iai-000161#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Water coverage for both urban and agricultural sectors is sensitive to climate change, with a particular sensitivity to significant changes in precipitation.","ai_generated":true,"unit":"iai-000161#insight-1","date_modified":"2026-10-23"},{"text":"The urban sector exhibits lower sensitivity to climate change than the agricultural sector because it maintains higher reliability standards and possesses a larger proportion of water-use rights relative to its actual withdrawals.","ai_generated":true,"unit":"iai-000161#insight-2","date_modified":"2026-10-23"},{"text":"Groundwater pumping currently serves as a supplementary water source for population demands, but this capacity may be compromised if climate change alters aquifer recharge dynamics.","ai_generated":true,"unit":"iai-000161#insight-3","date_modified":"2026-10-23"}],"climate_tags":["climate change","groundwater recharge","precipitation"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["integrated assessment","statistical downscaling","hydrological modeling"]},{"id":"iisd-001030","url":"https://climateinsightsdirectory.org/document/iisd-001030","title":"Sustainable Asset Valuation (SAVi) of Aquaculture in Madagascar","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2024-11-19","source_url":"https://www.iisd.org/publications/report/sustainable-asset-valuation-aquaculture-madagascar","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes the impact of the Projet d'Aquaculture Durable à Madagascar (PADM) across six regions, comparing extensive rice-fish farming with intensive aquaculture systems. It finds that extensive systems outperform intensive ones by 36% when negative externalities are included in the valuation.","ai_generated":true,"unit":"iisd-001030#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Projet d'Aquaculture Durable à Madagascar (PADM), funded by the BMZ and implemented by GIZ, supported 15,815 fish farms across 590 hectares in six target regions: Analamanga, Vakinankaratra, Itasy, Amoron’I Mania, Haute Matsiatra, and Atsinanana.","ai_generated":true,"unit":"iisd-001030#insight-1","date_modified":"2026-10-23"},{"text":"Sustainable Asset Valuation analysis indicates that extensive aquaculture systems are on average 36% more effective than intensive systems when accounting for the avoidance of negative externalities.","ai_generated":true,"unit":"iisd-001030#insight-2","date_modified":"2026-10-23"},{"text":"Rice-fish systems, which allow carp and tilapia to be farmed in rice paddies, provide symbiotic benefits where rice offers habitat and feed for fish, and fish waste fertilizes the rice; however, only 20% of suitable fields are currently utilized for this practice.","ai_generated":true,"unit":"iisd-001030#insight-3","date_modified":"2026-10-23"}],"climate_tags":["aquaculture","food security"],"geography_discussed":["Analamanga","Vakinankaratra","Itasy","Amoron'i Mania","Haute Matsiatra","Atsinanana"],"frame_perspective":[],"analysis_type":["cost-benefit analysis","integrated assessment"]},{"id":"issafri-002757","url":"https://climateinsightsdirectory.org/document/issafri-002757","title":"Angolan futures 2050","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2020-03","source_url":"https://issafrica.s3.amazonaws.com/site/uploads/sar35.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes Angola's vulnerability to oil market volatility and its low human development outcomes. It argues that while GDP is projected to grow, absolute poverty will increase due to rapid population growth unless the government prioritizes human development. The authors evaluate five sectoral scenarios, concluding that investing in water, sanitation, and hygiene (WASH) infrastructure provides the most significant economic and health benefits, while prioritizing education and reproductive healthcare for women is the fastest way to boost incomes and reduce maternal mortality.","ai_generated":true,"unit":"issafri-002757#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Angola's economy is highly vulnerable to global oil market volatility, with crude oil exports accounting for more than 95% of export earnings in 2017. Proven oil reserves are expected to be depleted by the early 2030s.","ai_generated":true,"unit":"issafri-002757#insight-1","date_modified":"2026-10-23"},{"text":"Rapid population growth is projected to hinder income growth. The population is expected to reach 80 million by 2050, and the ratio of working-age people to dependants will not reach the 'demographic dividend' threshold of 1.7 to one until the second half of the century.","ai_generated":true,"unit":"issafri-002757#insight-2","date_modified":"2026-10-23"},{"text":"Poverty is pervasive and expected to grow in absolute terms for at least a decade due to population growth, despite projected declines in the poverty rate. Approximately 22 million Angolans currently live in poverty.","ai_generated":true,"unit":"issafri-002757#insight-3","date_modified":"2026-10-23"},{"text":"Educational attainment is low, particularly for women; nearly one-third of adults have no education, and 70% of those are women. The report identifies deprivation of education as the most powerful driver of poverty in the country.","ai_generated":true,"unit":"issafri-002757#insight-4","date_modified":"2026-10-23"},{"text":"Basic infrastructure is severely lacking, with only 60% of the population having access to safe water and 40% to improved sanitation. Improving these rates to 70% and 75% respectively by 2035 could reduce childhood malnourishment by one-third.","ai_generated":true,"unit":"issafri-002757#insight-5","date_modified":"2026-10-23"},{"text":"Angola faces significant health challenges, including a high maternal mortality ratio of roughly 452 deaths per 100,000 births and high rates of childhood malnutrition (38% of children under five in 2018).","ai_generated":true,"unit":"issafri-002757#insight-6","date_modified":"2026-10-23"},{"text":"The agricultural sector performs far below its potential, with only 0.2% of cropland actually irrigated. This leads to high food insecurity and a projected increase in crop import dependence to nearly 60% by 2050.","ai_generated":true,"unit":"issafri-002757#insight-7","date_modified":"2026-10-23"},{"text":"Governance is characterized by poor regulatory quality and high corruption. Angola is classified as an 'anocracy,' meaning it possesses both democratic and autocratic characteristics, which the report suggests may lead to instability during a transition to democracy.","ai_generated":true,"unit":"issafri-002757#insight-8","date_modified":"2026-10-23"},{"text":"The government spends over three times more of its GDP on the military than its lower-middle-income African peers, while underspending on core infrastructure and education.","ai_generated":true,"unit":"issafri-002757#insight-9","date_modified":"2026-10-23"},{"text":"Among the tested scenarios, the 'Water, Sanitation & Hygiene' (WASH) scenario provides the largest boost to GDP, while the 'Education & Family Planning' scenario has the most dramatic impact on GDP per capita and the reduction of extreme poverty by mid-century.","ai_generated":true,"unit":"issafri-002757#insight-10","date_modified":"2026-10-23"}],"climate_tags":["renewable energy","solar energy","wind power","hydropower","fossil fuel subsidy","climate change","deforestation","food security","water security","energy transition"],"geography_discussed":["Luanda","Cabinda Province","Namibe Province","Benguela Province","Democratic Republic of the Congo","People's Republic of China"],"frame_perspective":[],"analysis_type":["integrated assessment","scenario modelling","long-term forecasting"]},{"id":"issafri-002228","url":"https://climateinsightsdirectory.org/document/issafri-002228","title":"Emerging giant","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2019-09","source_url":"https://issafrica.s3.amazonaws.com/site/uploads/ear-25-1.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report assesses Ethiopia's development path to 2040, highlighting a tension between rapid GDP growth and lagging human development indicators. While the country has seen significant improvements in health and agricultural yields, it faces critical bottlenecks in primary education completion, basic infrastructure (WASH), and gender equality. The analysis warns that political liberalisation may create short-term instability due to ethnic factionalism and an 'anocratic' regime type. The report contrasts a positive 'Abiynomics' scenario, driven by targeted investments in human capital and governance, with a 'Dark Days' scenario characterized by political regression and economic decline.","ai_generated":true,"unit":"issafri-002228#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Ethiopia's education system is characterized by a severe bottleneck at the primary level; while gross enrolment is high, primary completion rates are less than half of those in peer countries.","ai_generated":true,"unit":"issafri-002228#insight-1","date_modified":"2026-10-23"},{"text":"There is a profound gender gap in education, with Ethiopian women receiving approximately 58% of the schooling that men receive, the largest such gap globally.","ai_generated":true,"unit":"issafri-002228#insight-2","date_modified":"2026-10-23"},{"text":"Despite improvements in agricultural productivity, Ethiopia remains highly vulnerable to climate change, specifically the risk of extreme rainfall in the highlands and the potential spread of the coffee berry borer (Hypothenemus hampei) into Arabica-producing regions.","ai_generated":true,"unit":"issafri-002228#insight-3","date_modified":"2026-10-23"},{"text":"Ethiopia has some of the lowest global access to improved sanitation facilities, which serves as a primary driver for high rates of childhood undernutrition and stunting.","ai_generated":true,"unit":"issafri-002228#insight-4","date_modified":"2026-10-23"},{"text":"The country's transition toward political and economic liberalisation may paradoxically increase short-term instability as it moves into an 'anocratic' space, making it more prone to internal conflict than full autocracies or democracies.","ai_generated":true,"unit":"issafri-002228#insight-5","date_modified":"2026-10-23"},{"text":"Large-scale public infrastructure projects, such as the Grand Ethiopian Renaissance Dam (GERD) and the Ethiopia-Djibouti railway, have driven growth but risk crowding out essential spending on health and education and increasing debt distress.","ai_generated":true,"unit":"issafri-002228#insight-6","date_modified":"2026-10-23"},{"text":"Ethiopia possesses a significant 'youth bulge' (population aged 15-29), which presents both a risk for social instability and an opportunity for a 'demographic dividend' if job creation and education are expanded.","ai_generated":true,"unit":"issafri-002228#insight-7","date_modified":"2026-10-23"},{"text":"Health outcomes have improved significantly, with life expectancy increasing by nearly 40% since 1990, though the system remains heavily dependent on external funding, which accounted for roughly half of total health spending in 2015.","ai_generated":true,"unit":"issafri-002228#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change","food security","agricultural productivity","hydropower","wind power","solar energy","renewable energy","malaria","gender equality"],"geography_discussed":["Kenya","Rwanda","Tanzania","Uganda","Djibouti","Eritrea","Egypt","Sudan"],"frame_perspective":[],"analysis_type":["integrated assessment","scenario analysis","forecasting"]},{"id":"sei-000490","url":"https://climateinsightsdirectory.org/document/sei-000490","title":"An Integrated Assessment of Water, Energy, and Climate Change in Sacramento, California: How Strong is the Nexus?","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2015-07-21","source_url":"https://www.sei.org/publications/an-integrated-assessment-of-water-energy-and-climate-change-in-sacramento-california-how-strong-is-the-nexus/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The study utilizes integrated basin-scale models to analyze the water-energy-climate nexus in Sacramento, California. It finds that hot dry years, characterized by a 4C temperature increase and 25% precipitation decrease, would lead to a more than 35% increase in regional electricity imports due to constrained local power production.","ai_generated":true,"unit":"sei-000490#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The research integrates basin-scale models to project water and energy demand and supply across the residential, commercial, industrial, and agricultural sectors.","ai_generated":true,"unit":"sei-000490#insight-1","date_modified":"2026-10-23"},{"text":"Climate simulations indicate that electricity imports to the Sacramento region would rise during hot dry spells when local power production is most limited.","ai_generated":true,"unit":"sei-000490#insight-2","date_modified":"2026-10-23"}],"climate_tags":["climate variability","energy demand","precipitation","climate change"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["integrated assessment","climate simulation"]},{"id":"sei-000059","url":"https://climateinsightsdirectory.org/document/sei-000059","title":"Adding value with CLEWs: modelling the energy system and its interdependencies for Mauritius","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2014-01-16","source_url":"https://www.sei.org/publications/adding-value-with-clews-modelling-the-energy-system-and-its-interdependencies-for-mauritius/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The document argues that climate, energy, water, and land-use systems are closely integrated, yet policy-making often relies on disconnected assessments. Using Mauritius as a case study, the paper compares energy system assessments conducted in isolation against those using an integrated approach to scenarios extending to 2030. It highlights that an integrated approach reveals critical dynamics—such as the impact of rainfall reductions and land-use changes on ethanol generation—that are overlooked in separate assessments.","ai_generated":true,"unit":"sei-000059#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Traditional decision- and policy-making processes are often fragmented because they are informed by disconnected assessments of individual resource systems, despite the close integration of climate, energy, water, and land-use systems.","ai_generated":true,"unit":"sei-000059#insight-1","date_modified":"2026-10-23"},{"text":"An integrated assessment approach provides significant added value over separate assessments by identifying dynamics that would otherwise be missed, specifically regarding the value of ethanol generation when accounting for future land-use changes and reductions in rainfall.","ai_generated":true,"unit":"sei-000059#insight-2","date_modified":"2026-10-23"}],"climate_tags":["land use"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["integrated assessment","scenario analysis"]},{"id":"bc3res-000043","url":"https://climateinsightsdirectory.org/document/bc3res-000043","title":"Linking Reduced Deforestation and a Global Carbon Market: Impacts on Costs, Financial Flows, and Technological Innovation","publisher":{"name":"Basque Centre for Climate Change","organization":"basque-centre-for-climate-change"},"document_type":"research paper","language":"en","date_published":"2009-06","source_url":"https://www.bc3research.org/h6T8Uy8Nm4gFs0O/200910200203051594044028.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The paper finds that integrating REDD into global carbon markets significantly reduces tropical deforestation emissions and lowers overall climate policy costs by 10-25%. While it slightly decreases investments in some renewable energy and nuclear R&D (by 1-10%), it may marginally increase investments in carbon capture and storage (CCS) and integrated gasification combined cycle (IGCC) technologies. The study highlights that 'banking' credits enhances these cost savings and provides policy flexibility for future more stringent targets.","ai_generated":true,"unit":"bc3res-000043#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Integrating REDD into a global carbon market significantly reduces tropical deforestation emissions by 2050, with reductions estimated at 20-22% in a Brazil-only scenario and 64-88% in global REDD scenarios.","ai_generated":true,"unit":"bc3res-000043#insight-1","date_modified":"2026-10-23"},{"text":"The inclusion of REDD lowers the total costs of global climate policy by an estimated 10-25%, depending on the participating tropical countries and whether the banking of excess credits for future use is permitted.","ai_generated":true,"unit":"bc3res-000043#insight-2","date_modified":"2026-10-23"},{"text":"REDD could allow for additional greenhouse gas concentration reductions of at least 20 ppmv of CO2-equivalent without increasing costs compared to policies focusing solely on the energy sector.","ai_generated":true,"unit":"bc3res-000043#insight-3","date_modified":"2026-10-23"},{"text":"The availability of REDD is estimated to decrease carbon prices in 2050 by 8-23% when banking is allowed, and by 11-26% when banking is not allowed.","ai_generated":true,"unit":"bc3res-000043#insight-4","date_modified":"2026-10-23"},{"text":"REDD generally leads to a 1-10% reduction in the total portfolio of investments and research and development (R&D) for new energy technologies, specifically affecting wind, solar, and nuclear energy.","ai_generated":true,"unit":"bc3res-000043#insight-5","date_modified":"2026-10-23"},{"text":"Contrary to the general decline in energy R&D, REDD has a slight positive effect on investments in coal-related technologies, specifically integrated gasification combined cycle (IGCC) and carbon capture and storage (CCS).","ai_generated":true,"unit":"bc3res-000043#insight-6","date_modified":"2026-10-23"},{"text":"While carbon market volumes increase with REDD, the overall value of international carbon market flows remains relatively stable because the increase in volume is offset by lower carbon prices.","ai_generated":true,"unit":"bc3res-000043#insight-7","date_modified":"2026-10-23"},{"text":"Latin America is projected to receive the largest share of the financial value from REDD opportunities; in global scenarios with banking, annual values for deforestation reductions reach $183-$216 billion/year over 2010-49.","ai_generated":true,"unit":"bc3res-000043#insight-8","date_modified":"2026-10-23"}],"climate_tags":["Reducing emissions from deforestation and forest degradation","carbon price","climate finance","carbon capture and storage","renewable energy","nuclear power"],"geography_discussed":["Latin America","Africa","Asia","United States","European Union"],"frame_perspective":[],"analysis_type":["economic modeling","integrated assessment"]}]}