{"query_echo":{"q":"","filters":{"analysis_type":["literature review"]},"warnings":[]},"total":{"value":706,"relation":"eq"},"page":12,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=literature+review&page=12","next":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=literature+review&page=13","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":"cdkn-000686","url":"https://climateinsightsdirectory.org/document/cdkn-000686","title":"Supporting climate action through gender-responsive budgeting in Nepal","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"policy brief","language":"en","date_published":"2021-03","source_url":"https://cdkn.org/sites/default/files/files/Mainstreaming-Gender-Responsive-Budgeting_25Mar2021.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that while Nepal has established national frameworks for gender-responsive budgeting since 2007, these have not effectively translated to local levels due to technical knowledge gaps, patriarchal social norms, and a lack of integration between gender and climate budget codes. It highlights that women, particularly in agriculture, are disproportionately affected by climate change and that gender-responsive investments are necessary to improve their adaptive capacity. The brief recommends capacity building for local leaders, improved financial literacy for women, and the alignment of climate and gender budget monitoring systems to ensure equitable outcomes.","ai_generated":true,"unit":"cdkn-000686#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Nepal introduced gender-responsive budgeting in 2007 and established ministerial committees, but integrating these perspectives into local budgeting remains a significant challenge.","ai_generated":true,"unit":"cdkn-000686#insight-1","date_modified":"2026-10-23"},{"text":"Gender inequalities, specifically regarding land ownership, hinder women's climate resilience; 2011 census data indicates only 19.7% of households included women who owned land or property.","ai_generated":true,"unit":"cdkn-000686#insight-2","date_modified":"2026-10-23"},{"text":"There is a critical lack of alignment between the gender-responsive budget code and the climate budget code (introduced in 2013), meaning there is no evidence that gender budgeting is currently used to improve women's climate resilience.","ai_generated":true,"unit":"cdkn-000686#insight-3","date_modified":"2026-10-23"},{"text":"Local government leadership remains heavily male-dominated, with women holding only 2% of positions such as mayors or chairpersons of urban and rural municipalities.","ai_generated":true,"unit":"cdkn-000686#insight-4","date_modified":"2026-10-23"},{"text":"Budget monitoring in Nepal focuses on allocation rather than expenditure or impact, leaving gender commitments without evidence of equitable outcomes.","ai_generated":true,"unit":"cdkn-000686#insight-5","date_modified":"2026-10-23"},{"text":"Evidence suggests that combining climate budgets with gender-responsive budgets is more effective for introducing climate-smart agricultural technologies to women than using climate budgets alone.","ai_generated":true,"unit":"cdkn-000686#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","climate finance","agriculture","gender equality","local government","Climate-smart agriculture"],"geography_discussed":["Kathmandu","Gandaki Province"],"frame_perspective":[],"analysis_type":["policy analysis","literature review"]},{"id":"iisd-002963","url":"https://climateinsightsdirectory.org/document/iisd-002963","title":"Gender in Mining Governance: An annotated bibliography for large-scale mining","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2021-03","source_url":"https://www.iisd.org/system/files/2021-03/gender-mining-governance-bibliography.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document is an annotated bibliography compiled by the Intergovernmental Forum on Mining, Minerals, Metals and Sustainable Development (IGF) to map resources on gender in large-scale mining governance. It covers a wide range of themes, including women's employment, gender-based violence, community engagement, and impact assessments. The bibliography highlights the systemic underrepresentation of women in mining leadership—with less than one-fifth of global leadership positions held by women—and the disproportionate negative impacts of mining on women in affected communities. It identifies tools for gender-responsive due diligence, the importance of intersectional analysis (particularly for Indigenous women), and the correlation between gender diversity on corporate boards and improved company performance.","ai_generated":true,"unit":"iisd-002963#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Women are significantly underrepresented in the leadership of global mining companies, with less than 20% of leadership positions filled by women. Specifically, women occupy just under 15% of executive positions, 18.1% of board positions, and 13.2% of C-suite roles.","ai_generated":true,"unit":"iisd-002963#insight-1","date_modified":"2026-10-23"},{"text":"Mining operations are linked to increased gender-based violence (GBV) in affected communities. In South Africa, 85% of surveyed women linked the increase in violence to mine development, and 40% reported that mining jobs were only accessible through sexual favours.","ai_generated":true,"unit":"iisd-002963#insight-2","date_modified":"2026-10-23"},{"text":"Research indicates a positive correlation between the representation of women on corporate boards and senior management and improved company performance across financial, governance, social, and environmental metrics.","ai_generated":true,"unit":"iisd-002963#insight-3","date_modified":"2026-10-23"},{"text":"Women in mining-affected communities often experience minimal benefits from the sector due to biased regulatory frameworks, social norms, and a lack of gender equality policies, while bearing a disproportionate share of the costs and impacts.","ai_generated":true,"unit":"iisd-002963#insight-4","date_modified":"2026-10-23"},{"text":"The bibliography emphasizes the need for intersectional gender analysis, particularly for Indigenous women, to account for how sex and gender intersect with other identity factors like indigeneity in impact assessments.","ai_generated":true,"unit":"iisd-002963#insight-5","date_modified":"2026-10-23"},{"text":"Mine decline and closure can exacerbate gender inequalities and increase women's vulnerability socially, economically, and domestically, leading to higher crime rates, prostitution, and food insecurity.","ai_generated":true,"unit":"iisd-002963#insight-6","date_modified":"2026-10-23"},{"text":"Women entrepreneurs face specific barriers to entering mining supply chains, including cultural restrictions on negotiations, legal obstacles to property ownership, and lack of financing.","ai_generated":true,"unit":"iisd-002963#insight-7","date_modified":"2026-10-23"}],"climate_tags":["gender equality","community engagement","indigenous rights"],"geography_discussed":["South Africa","Canada","Malawi","Sierra Leone","Australia","Democratic Republic of the Congo","Tanzania","Uganda","Mongolia","Nepal","Ghana","Kenya","Papua New Guinea","Peru","Cambodia","Pakistan","Indonesia"],"frame_perspective":[],"analysis_type":["annotated bibliography","literature review"]},{"id":"napglob-000339","url":"https://climateinsightsdirectory.org/document/napglob-000339","title":"Salud y Derechos Sexuales y Reproductivos (SDSR) en los procesos del Plan Nacional de Adaptación (PNAD)","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"report","language":"es","date_published":"2021-02","source_url":"https://napglobalnetwork.org/wp-content/uploads/2021/02/napgn-es-2021-srhr-in-nap-processes.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes 19 general NAP documents, five health-sector NAPs, and five Green Climate Fund proposals to assess the integration of sexual and reproductive health and rights (SRHR) in climate adaptation planning. It finds that while health is universally prioritized, specific SRHR issues are rarely addressed in general NAPs and often disconnected from sector-specific health plans. The document argues that SRHR is a fundamental basis for climate resilience, as its denial limits women's agency and participation in climate action. It provides eight recommendations to better integrate SRHR through gender-responsive vulnerability assessments, inter-agency collaboration, and systemic health sector adaptation.","ai_generated":true,"unit":"napglob-000339#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Governments consistently prioritize the health sector in their NAP processes, with all reviewed documents identifying health as a priority and specifying adaptation actions, though most focus on vector-borne diseases, water-borne diseases, and malnutrition.","ai_generated":true,"unit":"napglob-000339#insight-1","date_modified":"2026-10-23"},{"text":"There is limited attention to SRHR in general NAP documents; only 10 of the 19 reviewed documents contained specific references to SRHR components, with pregnancy and maternal/child health being the most common topics.","ai_generated":true,"unit":"napglob-000339#insight-2","date_modified":"2026-10-23"},{"text":"A disconnect exists between sector-specific health NAPs and general NAP documents, where detailed SRHR commitments in health plans often fail to translate into concrete actions in the overarching national documents.","ai_generated":true,"unit":"napglob-000339#insight-3","date_modified":"2026-10-23"},{"text":"Climate change negatively impacts SRHR both directly, by disrupting health infrastructure and medical supply chains, and indirectly, by increasing gender-based violence and reducing household resources for healthcare.","ai_generated":true,"unit":"napglob-000339#insight-4","date_modified":"2026-10-23"},{"text":"The denial of SRHR acts as a barrier to climate action by limiting education, livelihood opportunities, and the ability of women and girls to participate in political and community decision-making.","ai_generated":true,"unit":"napglob-000339#insight-5","date_modified":"2026-10-23"},{"text":"Gender-responsive approaches, particularly intersectional gender analysis, provide a critical entry point for integrating SRHR into NAPs, as demonstrated by Kiribati's use of gender analysis to identify high fertility rates as a climate vulnerability factor.","ai_generated":true,"unit":"napglob-000339#insight-6","date_modified":"2026-10-23"},{"text":"Investments in general health sector adaptation, such as resilient hospitals and strengthened health workforces, can provide indirect benefits to SRHR if implemented with a gender-inclusive perspective.","ai_generated":true,"unit":"napglob-000339#insight-7","date_modified":"2026-10-23"},{"text":"Funding for health sector adaptation is critically insufficient, estimated at less than 1% of global adaptation finance, despite the urgent need for resilient health systems following the COVID-19 pandemic.","ai_generated":true,"unit":"napglob-000339#insight-8","date_modified":"2026-10-23"}],"climate_tags":["national adaptation plan","gender equality","climate resilience","climate finance","vulnerability assessment"],"geography_discussed":["Brazil","Burkina Faso","Cameroon","Chile","Colombia","Ethiopia","Fiji","Grenada","Guatemala","Kenya","Kiribati","Paraguay","Saint Lucia","Saint Vincent and the Grenadines","Sri Lanka","Palestine","Sudan","Suriname","Togo","South Africa","Tanzania","Zambia","Azerbaijan","Costa Rica","Iraq","Mongolia","Niger","sub-Saharan Africa","Bangladesh"],"frame_perspective":[],"analysis_type":["policy review","literature review","document analysis"]},{"id":"napglob-000379","url":"https://climateinsightsdirectory.org/document/napglob-000379","title":"La santé et les droits sexuels et reproductifs dans les processus de plans nationaux d’adaptation","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"report","language":"fr","date_published":"2021-02","source_url":"https://napglobalnetwork.org/wp-content/uploads/2021/02/napgn-fr-2021-srhr-in-nap-processes.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes 19 National Adaptation Plan (NAP) documents, sectoral health plans, and Green Climate Fund proposals to assess the integration of sexual and reproductive health and rights (SRHR). It finds that while health is universally prioritized as a sector for adaptation, specific SRHR issues are rarely addressed. The document argues that climate change negatively impacts SRHR and that the denial of these rights increases climate vulnerability. It recommends using existing gender and health guidelines, incorporating SRHR into vulnerability assessments, and fostering collaboration between government bodies responsible for climate, gender, and health to ensure inclusive and rights-based adaptation strategies.","ai_generated":true,"unit":"napglob-000379#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Governments consistently prioritize the health sector in their National Adaptation Plan (NAP) processes, with all examined documents identifying health as a priority sector and listing specific adaptation activities.","ai_generated":true,"unit":"napglob-000379#insight-1","date_modified":"2026-10-23"},{"text":"There is limited attention given to sexual and reproductive health and rights (SRHR) in NAP documents; only 10 out of 19 analyzed documents contained specific references to SRHR components.","ai_generated":true,"unit":"napglob-000379#insight-2","date_modified":"2026-10-23"},{"text":"The most frequently cited SRHR issues in NAP documents are pregnancy and infant care (mentioned in seven documents) and gender-based violence (mentioned in four documents), typically within the context of vulnerabilities or disaster risks.","ai_generated":true,"unit":"napglob-000379#insight-3","date_modified":"2026-10-23"},{"text":"A disconnect exists between sectoral health adaptation plans and overarching NAP documents; specific SRHR commitments in health-sector plans often fail to translate into concrete activities in the main NAP documents.","ai_generated":true,"unit":"napglob-000379#insight-4","date_modified":"2026-10-23"},{"text":"Gender-responsive approaches serve as a critical entry point for integrating SRHR into NAP processes, as demonstrated by Kiribati, where a gender analysis led to the inclusion of fertility rates and contraceptive use as factors in climate vulnerability.","ai_generated":true,"unit":"napglob-000379#insight-5","date_modified":"2026-10-23"},{"text":"Funding for health sector adaptation is severely insufficient, estimated at less than 1% of total global adaptation funding in 2017–2018.","ai_generated":true,"unit":"napglob-000379#insight-6","date_modified":"2026-10-23"},{"text":"Climate change negatively impacts SRHR both directly, by disrupting health infrastructure and medical supply chains, and indirectly, by increasing gender-based violence and early marriage due to climate-induced economic stress.","ai_generated":true,"unit":"napglob-000379#insight-7","date_modified":"2026-10-23"},{"text":"The denial of SRHR acts as a barrier to climate action by limiting women's and girls' education, livelihoods, and participation in political and community decision-making processes.","ai_generated":true,"unit":"napglob-000379#insight-8","date_modified":"2026-10-23"}],"climate_tags":["national adaptation plan","climate resilience","gender equality","climate finance","vulnerability assessment"],"geography_discussed":["Brazil","Burkina Faso","Cameroon","Chile","Colombia","Palestine","Ethiopia","Fiji","Grenada","Guatemala","Kenya","Kiribati","Paraguay","Saint Lucia","Saint Vincent and the Grenadines","Sri Lanka","Sudan","Suriname","Togo","South Africa","Tanzania","Zambia","Azerbaijan","Costa Rica","Iraq","Mongolia","Niger","sub-Saharan Africa","Bangladesh"],"frame_perspective":[],"analysis_type":["policy analysis","literature review","document review"]},{"id":"wri-001682","url":"https://climateinsightsdirectory.org/document/wri-001682","title":"Assessing Physical Risks from Climate Change: Do Companies and Financial Organizations Have Sufficient Guidance?","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"research paper","language":"en","date_published":"2021-02","source_url":"https://files.wri.org/d8/s3fs-public/assessing-physical-risks-climate-change.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The paper evaluates physical climate risk guidance from six major disclosure initiatives (CDP, CDSB, NFRD, GRI, SASB, and TCFD) against IPCC standards. It finds significant gaps in terminology, hazard coverage, and the availability of quantitative metrics, suggesting that private sector entities may be overlooking critical risks. The authors propose the development of open-source scientific translations, peer-reviewed datasets, and a standardized science-based risk assessment framework to improve corporate resilience and financial decision-making.","ai_generated":true,"unit":"wri-001682#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Existing disclosure guidance lacks consistent terminology and does not align with the IPCC's physical risk function, which defines risk as the interaction of hazards, exposure, and vulnerability.","ai_generated":true,"unit":"wri-001682#insight-1","date_modified":"2026-10-23"},{"text":"There is a significant gap in the coverage of physical climate hazards within disclosure guidance; while sea level change, water stress, and sustained temperature rise are well-covered, other hazards are entirely absent.","ai_generated":true,"unit":"wri-001682#insight-2","date_modified":"2026-10-23"},{"text":"Most disclosure initiatives fail to provide a comprehensive set of metrics for quantifying the different factors of physical climate risk, with 16 of the 18 identified IPCC hazards lacking hazard-specific metrics.","ai_generated":true,"unit":"wri-001682#insight-3","date_modified":"2026-10-23"},{"text":"Water stress and flooding are the only hazard areas with extensive sets of metrics and data sources cited across the analyzed initiatives.","ai_generated":true,"unit":"wri-001682#insight-4","date_modified":"2026-10-23"},{"text":"The lack of robust, standardized guidance may lead to unmanaged risks and financial losses for companies and financial organizations relying on these resources.","ai_generated":true,"unit":"wri-001682#insight-5","date_modified":"2026-10-23"},{"text":"The authors recommend the creation of an open-source, science-based framework that includes a standardized taxonomy of hazards and methods to quantify exposure and vulnerability.","ai_generated":true,"unit":"wri-001682#insight-6","date_modified":"2026-10-23"}],"climate_tags":["Climate risk assessment","climate finance","extreme weather event","climate data"],"geography_discussed":["European Union","United States","California","Thailand","Europe"],"frame_perspective":[],"analysis_type":["gap analysis","literature review"]},{"id":"iisd-000941","url":"https://climateinsightsdirectory.org/document/iisd-000941","title":"Visual Representations of Food Systems: What do we see?","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2021-01-21","source_url":"https://www.iisd.org/articles/visual-representations-food-systems","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The IISD reviewed 32 food system visualizations (FSVs) from 1998 to 2020, finding that most are explanatory tools designed to illustrate the complexity of food systems by linking production, external drivers, and outcomes. While most FSVs focus on agricultural production and value chains, policy and governance are typically listed as influencing factors rather than primary subjects. The review found that just under one-fifth of the FSVs cover all four targets of SDG 2 (zero hunger), and only 16% specifically address food system resilience.","ai_generated":true,"unit":"iisd-000941#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The primary goal of the reviewed food system visualizations (FSVs) is explanatory, aiming to help users understand the complexity of food systems by linking production with external drivers—such as trade, population, and climate—and outcomes like nutrition and food access.","ai_generated":true,"unit":"iisd-000941#insight-1","date_modified":"2026-10-23"},{"text":"FSVs generally fall into three visual styles: concentric circles (where governance and policy are often outer circles and nutrition/security are inner), network webs using arrows and feedback loops, and linear flow diagrams that typically focus on sectoral production, processing, and sale.","ai_generated":true,"unit":"iisd-000941#insight-2","date_modified":"2026-10-23"},{"text":"Analysis of the FSVs' alignment with Sustainable Development Goal 2 (zero hunger) shows that just under 20% address all four targets (food security, nutrition, income/productivity, and agricultural-environmental linkages), while a similar proportion address none of them.","ai_generated":true,"unit":"iisd-000941#insight-3","date_modified":"2026-10-23"},{"text":"Resilience is rarely a central focus, with only 16% of the FSVs and their associated publications specifically addressing it. When discussed, resilience focuses on food access, inclusiveness, food safety during disruptions, ecosystem stability against climate change, and value chain supply linkages.","ai_generated":true,"unit":"iisd-000941#insight-4","date_modified":"2026-10-23"},{"text":"While FSVs cover various scales (global, national, and local), the most frequent representations link global-to-household or national-to-household levels to illustrate how policy and governance choices impact individual nutrition and food security.","ai_generated":true,"unit":"iisd-000941#insight-5","date_modified":"2026-10-23"}],"climate_tags":["food system","climate change","Sustainable Development Goals","food security","climate resilience","agricultural production"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["literature review","comparative analysis"]},{"id":"cdkn-000862","url":"https://climateinsightsdirectory.org/document/cdkn-000862","title":"Accelerating adaptation action in Africa","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"research paper","language":"en","date_published":"2021-01","source_url":"https://cdkn.org/sites/default/files/files/WP-Accelerated-Adaptation-WEB.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"This research paper by the Climate and Development Knowledge Network (CDKN) identifies key strategies to accelerate climate change adaptation across Africa. Based on interviews with African scientists and practitioners, the paper advocates for a shift toward locally-led, inclusive solutions that integrate indigenous knowledge with scientific projections. It proposes three primary investment pillars: enhancing people's skills and knowledge, building climate-resilient economies, and investing in nature-based solutions.","ai_generated":true,"unit":"cdkn-000862#summary","date_modified":"2026-08-17"},"key_insights":[{"text":"Africa is experiencing significant climate shifts, with land temperatures increasing by more than 1°C since pre-industrial times and sea-level rise reaching or exceeding 5mm/year in several coastal areas, which is higher than the global average of 3-4mm/year.","ai_generated":true,"unit":"cdkn-000862#insight-1","date_modified":"2026-08-17"},{"text":"Effective adaptation requires integrating indigenous knowledge—such as zai pits for water retention and Farmer Managed Natural Regeneration (FMNR) for land restoration—with scientific climate projections to inform long-term development decisions of five years or more.","ai_generated":true,"unit":"cdkn-000862#insight-2","date_modified":"2026-08-17"},{"text":"There is a critical need to invest in people's skills through climate-informed education and a climate-smart workforce, particularly for the youth, as half of Africa's 1.3 trillion people are aged 0-19 years.","ai_generated":true,"unit":"cdkn-000862#insight-3","date_modified":"2026-08-17"},{"text":"Climate services must move toward providing 'actionable information' and multi-hazard early warning systems, though many national and regional services remain financially unsustainable and dependent on donor funds.","ai_generated":true,"unit":"cdkn-000862#insight-4","date_modified":"2026-08-17"},{"text":"Adaptation outcomes are improved when gender-responsive and socially inclusive approaches are used, as climate impacts affect men and women differently based on their socially defined roles.","ai_generated":true,"unit":"cdkn-000862#insight-5","date_modified":"2026-08-17"},{"text":"Economic resilience can be enhanced by applying the 'triple dividends' framework, which targets reduced disaster losses, increased economic activity from lower risks, and social, environmental, and economic co-benefits.","ai_generated":true,"unit":"cdkn-000862#insight-6","date_modified":"2026-08-17"},{"text":"Climate finance is heavily centralized, with an estimated 10 percent reaching local actors; there are widespread calls for decentralization to support subnational governments and local communities.","ai_generated":true,"unit":"cdkn-000862#insight-7","date_modified":"2026-08-17"},{"text":"Innovative financial instruments are being deployed to support natural infrastructure, including green bonds (valued at over US$2 billion as of October 2019), blue bonds for marine projects, and debt-for-nature swaps.","ai_generated":true,"unit":"cdkn-000862#insight-8","date_modified":"2026-08-17"},{"text":"Nature-based solutions (NbS) are essential for disaster risk reduction, but must follow standards (like the IUCN Global Standard) to avoid maladaptation, such as single-species tree plantations that undermine biodiversity.","ai_generated":true,"unit":"cdkn-000862#insight-9","date_modified":"2026-08-17"},{"text":"Large-scale initiatives like the Great Green Wall, involving 21 countries from Senegal to Djibouti, demonstrate the potential of using public works programmes to restore ecosystems and create green jobs.","ai_generated":true,"unit":"cdkn-000862#insight-10","date_modified":"2026-08-17"}],"climate_tags":["adaptation","nature-based solutions","climate finance","indigenous knowledge","early warning systems","green jobs"],"geography_discussed":["Ghana","Senegal","Djibouti","Niger","Burkina Faso","Mali","Ethiopia","Tunisia","Benin","Kenya","Tanzania","Malawi","South Africa","Rwanda","Seychelles","Nigeria","Cape Town","Kigali","Accra"],"frame_perspective":[],"analysis_type":["Expert Interviews","Literature Review","Case Studies"]},{"id":"sei-002102","url":"https://climateinsightsdirectory.org/document/sei-002102","title":"Assessing SEI’s policy engagement","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2021-01","source_url":"https://www.sei.org/wp-content/uploads/2021/02/210129a-gill-kuylenstierna-policy-impact-report-2010d-final.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report evaluates how the Stockholm Environment Institute (SEI) bridges science and policy to induce sustainable development. It defines policy engagement as interactions leading to changes in agendas, capacities, and decisions. Through 18 case studies, SEI identifies key pathways to impact—such as developing scientific evidence, using decision-support tools (e.g., LEAP and WEAP), and building networks with 'champions'. The analysis categorizes outcomes into changes in awareness/attitudes (Agendas), institutional strengthening (Capacities), and actual policy shifts (Decisions). It concludes that long-term relationships and a focus on solutions are more effective than short-term, output-driven engagement.","ai_generated":true,"unit":"sei-002102#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"SEI defines policy engagement as interactions with decision-makers and processes that result in changes to agendas, capacities, and decisions based on supplied or co-generated knowledge.","ai_generated":true,"unit":"sei-002102#insight-1","date_modified":"2026-10-23"},{"text":"The report categorizes policy outcomes into three types: Agendas (changes in awareness and attitudes), Capacities (enhanced abilities of institutions or communities), and Decisions (changes in decision-making processes or actual policies adopted).","ai_generated":true,"unit":"sei-002102#insight-2","date_modified":"2026-10-23"},{"text":"SEI's work on the UNEP/WMO integrated assessment of black carbon and tropospheric ozone was a primary driver in the formation of the Climate and Clean Air Coalition (CCAC), a voluntary network that grew to include approximately 60 countries.","ai_generated":true,"unit":"sei-002102#insight-3","date_modified":"2026-10-23"},{"text":"In the US, SEI research on the CO2 impacts of offshore oil drilling contributed to the decision by the Obama administration to permanently ban Arctic oil and gas drilling.","ai_generated":true,"unit":"sei-002102#insight-4","date_modified":"2026-10-23"},{"text":"SEI's LEAP (Long-range Energy Alternatives Planning) and WEAP (Water Evaluation And Planning) tools are used by thousands of practitioners globally to build national and regional capacity for energy and water planning.","ai_generated":true,"unit":"sei-002102#insight-5","date_modified":"2026-10-23"},{"text":"In Morocco, SEI's collaboration with the Ministry of Energy, Mines and Environment enabled the government to develop its own energy system model, reducing reliance on external consultants.","ai_generated":true,"unit":"sei-002102#insight-6","date_modified":"2026-10-23"},{"text":"The BLASTIC project led to a ban on disposable plastic cups at public events in Tallinn, Estonia, starting in October 2019, and influenced the Tallinn Municipal Waste Management Plan.","ai_generated":true,"unit":"sei-002102#insight-7","date_modified":"2026-10-23"},{"text":"SEI's SDG Interactions Framework was adopted by the International Council for Science (ICSU) in 2017 and has influenced guidelines for the UNDP and OECD.","ai_generated":true,"unit":"sei-002102#insight-8","date_modified":"2026-10-23"},{"text":"The Kenya Air Quality Network (KAQN) was established to bridge the gap between low-income community representatives and government officials, facilitating the implementation of air quality plans.","ai_generated":true,"unit":"sei-002102#insight-9","date_modified":"2026-10-23"},{"text":"In the UK, SEI research on peatland management influenced two Parliamentary debates and provided evidence for the Department for Environment, Food, and Rural Affairs (Defra) regarding carbon sequestration.","ai_generated":true,"unit":"sei-002102#insight-10","date_modified":"2026-10-23"},{"text":"SEI's engagement with the Swedish steel industry led to the 'HYBRIT' joint venture, which aims to replace coking coal with hydrogen in steel-making by 2025 to reduce CO2 emissions.","ai_generated":true,"unit":"sei-002102#insight-11","date_modified":"2026-10-23"},{"text":"The report identifies that the most successful policy engagements occur when SEI maintains long-term relationships and invests in the 'boring stuff' of policy processes rather than focusing solely on short-term outputs.","ai_generated":true,"unit":"sei-002102#insight-12","date_modified":"2026-10-23"}],"climate_tags":["climate change","energy transition","Sustainable Development Goals","air pollution","water-management","carbon sequestration","renewable energy","low-carbon steel","climate finance","disaster risk reduction"],"geography_discussed":["Sweden","United States","Morocco","Kenya","Bolivia","Estonia","United Kingdom","Myanmar","Thailand","Burkina Faso","California","York","Tallinn","Nairobi"],"frame_perspective":[],"analysis_type":["impact assessment","case study analysis","literature review"]},{"id":"wwf-000593","url":"https://climateinsightsdirectory.org/document/wwf-000593","title":"Understanding corruption risks in the global trade in wild plants","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"briefing","language":"en","date_published":"2021-01","source_url":"https://www.worldwildlife.org/documents/136/5ln4vhp6l5_Topic_Brief_Understanding_corruption_risks_in_the_global_trade_in_w_d7LLEQT.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines how corruption—including bribery, collusion, nepotism, and favoritism—affects the trade of wild plants and fungi (NTFPs). It identifies key risk points from harvesting and permitting to international export and final product manufacturing. To address these, it recommends improved resource governance, the use of voluntary certification standards like FairWild, and the implementation of traceability technologies such as blockchain.","ai_generated":true,"unit":"wwf-000593#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The global annual income from Non-Timber Forest Products (NTFPs) is conservatively estimated at USD 88 billion, with 60\u001090 percent of plant NTFP species in trade believed to be wild-harvested.","ai_generated":true,"unit":"wwf-000593#insight-1","date_modified":"2026-10-23"},{"text":"Corruption in NTFP supply chains manifests as bribery, collusion, nepotism, and favoritism, often occurring where formal government regulations and customary norms overlap.","ai_generated":true,"unit":"wwf-000593#insight-2","date_modified":"2026-10-23"},{"text":"Permitting processes are high-risk areas for corruption; in Cameroon, some NTFP harvesting permits were issued to politically connected individuals who resold them at prices up to 500 percent higher than the original cost.","ai_generated":true,"unit":"wwf-000593#insight-3","date_modified":"2026-10-23"},{"text":"Corruption at checkpoints can significantly increase trade costs; for middlemen in Cameroon, bribes accounted for 34 percent of the costs of moving goods to the point of sale.","ai_generated":true,"unit":"wwf-000593#insight-4","date_modified":"2026-10-23"},{"text":"Women in NTFP supply chains face specific corruption risks, including sexual extortion by border guards in Southern Africa in exchange for waiving permits for trading baobab and shea.","ai_generated":true,"unit":"wwf-000593#insight-5","date_modified":"2026-10-23"},{"text":"High-value NTFPs are sometimes used as the objects of corruption themselves, such as the use of caterpillar fungus (Ophiocordyceps sinensis) as lavish gifts or bribes in China.","ai_generated":true,"unit":"wwf-000593#insight-6","date_modified":"2026-10-23"},{"text":"Voluntary certification standards (VCS), such as the FairWild Standard, can reduce corruption by mapping supply chains and increasing transparency, though they may not address systemic corruption or be immune to bribery themselves.","ai_generated":true,"unit":"wwf-000593#insight-7","date_modified":"2026-10-23"},{"text":"Blockchain technology is proposed as a tool to improve traceability and reduce corruption by using non-centralized data storage that prevents individuals from altering records of products.","ai_generated":true,"unit":"wwf-000593#insight-8","date_modified":"2026-10-23"}],"climate_tags":["blockchain","biodiversity conservation"],"geography_discussed":["Cameroon","Honduras","Indonesia","Nepal","Bangladesh","Laos","Morocco","People's Republic of China","Senegal","Vietnam","Thailand","Peru","Southern Africa","Sumatra","United States","United Kingdom"],"frame_perspective":[],"analysis_type":["risk assessment","policy review","literature review"]},{"id":"clihealth-000021","url":"https://climateinsightsdirectory.org/document/clihealth-000021","title":"The Limits of Livability","publisher":{"name":"Global Climate and Health Alliance","organization":"global-climate-and-health-alliance"},"document_type":"executive summary","language":"en","date_published":"2021","source_url":"https://climateandhealthalliance.org/wp-content/uploads/2021/06/16062021_GCHA_bushfire_report_limits_livability_health-copy_Executive-Summary.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines how forest fires, driven by both climate change and deliberate land clearing, create poor air quality that severely impacts public health. It highlights specific crises in the Amazon, Australia, and Canada, noting increased hospital admissions and respiratory issues, and calls for a moratorium on land-clearing fires in the Amazon and alignment with the Paris Agreement's 1.5°C target.","ai_generated":true,"unit":"clihealth-000021#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Forest fire smoke contains pollutants such as particulate matter, carbon dioxide, nitrogen oxides, and volatile organic compounds, which can affect large populations. In Australia's 2019/2020 fires, 80% of the population were affected by smoke pollution.","ai_generated":true,"unit":"clihealth-000021#insight-1","date_modified":"2026-10-23"},{"text":"Wildfire smoke causes short-term health issues including coughing, shortness of breath, and increased emergency hospital attendance, particularly for children and people with asthma, COPD, or cardiovascular disease. Exposure is linked to adverse pregnancy outcomes such as low birth-weight.","ai_generated":true,"unit":"clihealth-000021#insight-2","date_modified":"2026-10-23"},{"text":"In Canada's 2018 fire season, the worst on record, 1.3 million hectares burned, leading the Interior Health Authority to close 19 sites and evacuate 880 patients at a cost of $2.2 million US dollars.","ai_generated":true,"unit":"clihealth-000021#insight-3","date_modified":"2026-10-23"},{"text":"During the 2019/2020 Australian bushfires, air quality in state capital cities reached ten times hazardous levels. In Canberra, PM2.5 levels peaked at 2,496 μg/m3 between January 5-11, and prescriptions for shortness-of-breath inhalers rose by 73%.","ai_generated":true,"unit":"clihealth-000021#insight-4","date_modified":"2026-10-23"},{"text":"In the Amazon basin, approximately 10 million of the 27 million residents live in areas of poor air quality. The August 2019 fires led to increased respiratory problems in children, decreased lung function, and higher rates of hospital admissions.","ai_generated":true,"unit":"clihealth-000021#insight-5","date_modified":"2026-10-23"}],"climate_tags":["forest fire","wildfire","air pollution","particulates","public health","climate change","Paris Agreement","climate change mitigation"],"geography_discussed":["Australia","Brazil","Canada","Amazon rainforest","British Columbia","Alberta","Canberra","United States"],"frame_perspective":[],"analysis_type":["case study","literature review"]},{"id":"clihealth-000109","url":"https://climateinsightsdirectory.org/document/clihealth-000109","title":"The emerging threat of smoke impacts on health from forest fires and climate change","publisher":{"name":"Global Climate and Health Alliance","organization":"global-climate-and-health-alliance"},"document_type":"report","language":"en","date_published":"2021","source_url":"https://climateandhealthalliance.org/wp-content/uploads/2021/06/016062021_GCHA_bushfire_report_limits_livability_health.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines how forest fires, driven by climate change in temperate regions and intentional land clearing in the Amazon, create severe air pollution that impacts large populations. It highlights the acute risks of PM2.5 particulate matter, particularly for children, the elderly, and those with pre-existing conditions, and calls for improved health system preparation, Indigenous-led fire management, and urgent global climate mitigation.","ai_generated":true,"unit":"clihealth-000109#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Forest fire smoke contains hazardous pollutants, specifically PM2.5 particulate matter, which can penetrate the lungs, enter the bloodstream, and cross the blood-brain barrier, causing inflammation and oxidative stress throughout the body.","ai_generated":true,"unit":"clihealth-000109#insight-1","date_modified":"2026-10-23"},{"text":"Landscape fire smoke is estimated to cause 339,000 premature deaths annually worldwide, with significant burdens in sub-Saharan Africa (157,000) and South-East Asia (110,000).","ai_generated":true,"unit":"clihealth-000109#insight-2","date_modified":"2026-10-23"},{"text":"Vulnerable populations, including children, adults over 65, pregnant women, and those with asthma, COPD, or cardiovascular disease, face higher risks. Exposure during pregnancy is linked to adverse outcomes such as low birthweight.","ai_generated":true,"unit":"clihealth-000109#insight-3","date_modified":"2026-10-23"},{"text":"In Australia, the 2019/2020 'Black Summer' bushfires affected 80% of the population with smoke pollution and resulted in an estimated 417 excess deaths and AU$ 1.95 billion in health costs.","ai_generated":true,"unit":"clihealth-000109#insight-4","date_modified":"2026-10-23"},{"text":"In Canada, the 2018 fire season was the worst on record, burning 1.3 million hectares and causing significant health system disruption, including the evacuation of 880 patients and the closure of 19 sites by the Interior Health Authority.","ai_generated":true,"unit":"clihealth-000109#insight-5","date_modified":"2026-10-23"},{"text":"Fires in the Brazilian Amazon are primarily intentional, driven by land clearing for agriculture and ranching, which contributes to climate change by releasing carbon stores. These fires are associated with increased respiratory hospitalisations, particularly among Indigenous people.","ai_generated":true,"unit":"clihealth-000109#insight-6","date_modified":"2026-10-23"},{"text":"Climate change creates a reinforcing feedback loop where warming increases wildfire frequency and severity, and the resulting forest loss releases more greenhouse gases, further accelerating warming.","ai_generated":true,"unit":"clihealth-000109#insight-7","date_modified":"2026-10-23"},{"text":"Indigenous fire practices, such as 'cultural burns' or 'cool burns', are identified as a sustainable alternative to Western hazard reduction, as they manage fuel without damaging soil microflora or drying out the land.","ai_generated":true,"unit":"clihealth-000109#insight-8","date_modified":"2026-10-23"},{"text":"The report recommends an immediate moratorium on man-made land clearing fires in the Amazon, the adoption of Indigenous fire management, and the alignment of climate commitments with the Paris Agreement target of 1.5°C.","ai_generated":true,"unit":"clihealth-000109#insight-9","date_modified":"2026-10-23"}],"climate_tags":["forest fire","wildfire","air pollution","climate change","public health","deforestation","Paris Agreement","climate change mitigation"],"geography_discussed":["British Columbia","Alberta","New South Wales","Rondônia","Mato Grosso","Pará","Bolivia","Paraguay","Siberia","United States","Indonesia","Singapore"],"frame_perspective":[],"analysis_type":["case study","literature review","qualitative interviews"]},{"id":"iai-002020","url":"https://climateinsightsdirectory.org/document/iai-002020","title":"Producción, nutrientes, eutrofización y cianobacterias en Uruguay: armando el rompecabezas","publisher":{"name":"Inter-American Institute for Global Change Research","organization":"inter-american-institute-for-global-change-research"},"document_type":"research paper","language":"es","date_published":"2021","source_url":"https://iai.int/wp-content/uploads/2025/01/Produccion-nutrientes-eutrofizacion-y-cianobacterias-en-Uruguay-armando-el-rompecabezas.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document analyzes the widespread eutrophication of Uruguay's aquatic ecosystems, identifying agricultural intensification as the primary driver of nutrient pollution, particularly phosphorus. It details how climate change exacerbates these symptoms and describes the public health risks posed by toxic cyanobacterial blooms, such as those from the Microcystis aeruginosa complex. The authors argue that current soil conservation practices, like no-till farming, may inadvertently increase soluble phosphorus runoff. They recommend a transition toward neutral or negative phosphorus balances, the use of catch crops, and a shift from a centralized to a decentralized, multi-actor water governance model to effectively mitigate the crisis.","ai_generated":true,"unit":"iai-002020#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Agricultural and livestock production is the primary source of nutrient pollution in Uruguay's aquatic ecosystems, with an estimated 65% of the land area undergoing agricultural-livestock intensification between 2000 and 2017.","ai_generated":true,"unit":"iai-002020#insight-1","date_modified":"2026-10-23"},{"text":"Phosphorus (P) is identified as the most relevant nutrient for the current eutrophication situation in Uruguay and the wider Río de la Plata region.","ai_generated":true,"unit":"iai-002020#insight-2","date_modified":"2026-10-23"},{"text":"Many Uruguayan aquatic ecosystems exceed the national regulatory limit of 25 µg P L-1 for total phosphorus; for example, Laguna del Sauce has recorded 80-100 µg.L-1 and Laguna del Cisne has not fallen below 275 µg.L-1 since 2000.","ai_generated":true,"unit":"iai-002020#insight-3","date_modified":"2026-10-23"},{"text":"Climate change is expected to worsen eutrophication by increasing surface runoff and total phosphorus loads—potentially by up to 30% in winter by 2050—and by promoting thermal stratification that favors cyanobacteria.","ai_generated":true,"unit":"iai-002020#insight-4","date_modified":"2026-10-23"},{"text":"Toxic cyanobacterial blooms, particularly the Microcystis aeruginosa complex (CMA), are frequent in Uruguay's freshwater and coastal environments, posing severe public health risks including liver failure.","ai_generated":true,"unit":"iai-002020#insight-5","date_modified":"2026-10-23"},{"text":"Conventional soil conservation practices, specifically no-till farming (siembra directa) adopted since 1999, have led to vertical stratification of labile phosphorus in the top 15 cm of soil, increasing soluble phosphorus losses via surface runoff.","ai_generated":true,"unit":"iai-002020#insight-6","date_modified":"2026-10-23"},{"text":"To reduce phosphorus export, the authors recommend adjusting fertilizer doses, incorporating phosphate below the top 3 cm of soil, using occasional moldboard plowing to break stratification, and employing 'catch crops' to extract labile phosphorus.","ai_generated":true,"unit":"iai-002020#insight-7","date_modified":"2026-10-23"},{"text":"Uruguay's water monitoring systems are insufficient, lacking long-term data, comprehensive integration of water quality and quantity, and reference ecosystems, relying too heavily on physicochemical properties rather than bioindicators.","ai_generated":true,"unit":"iai-002020#insight-8","date_modified":"2026-10-23"},{"text":"The document argues for a transition from a centralized 'command-control' water governance model toward a decentralized, multi-actor system to better address eutrophication.","ai_generated":true,"unit":"iai-002020#insight-9","date_modified":"2026-10-23"}],"climate_tags":["climate change","water-management","surface runoff","water quality"],"geography_discussed":["Río de la Plata","Laguna del Sauce","Laguna del Cisne","Montevideo","Maldonado Department"],"frame_perspective":[],"analysis_type":["literature review","environmental assessment","policy analysis"]},{"id":"iisd-001680","url":"https://climateinsightsdirectory.org/document/iisd-001680","title":"How Can Investment in Nature Close the Infrastructure Gap?","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2021","source_url":"https://nbi.iisd.org/wp-content/uploads/2021/10/investment-in-nature-close-infrastructure-gap-annex.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report calculates that nature-based infrastructure (NBI) could cover between 9% and 14% of the global infrastructure gap, representing a potential annual investment of approximately USD 489 billion. Through a literature review and SAVi assessments, the document demonstrates that NBI often provides significant cost savings—averaging 50.6% less than grey infrastructure—and generates higher value, returning USD 10 for every dollar invested compared to USD 3.6 for traditional built infrastructure.","ai_generated":true,"unit":"iisd-001680#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Nature-based infrastructure (NBI) is estimated to be able to cover between 9% and 14% of the global infrastructure gap, which equates to a potential annual investment of USD 400 billion to USD 600 billion.","ai_generated":true,"unit":"iisd-001680#insight-1","date_modified":"2026-10-23"},{"text":"Across various sectors, the potential annual investment that could be shifted to NBI includes USD 112.11 billion for water and sanitation, USD 170.95 billion for transport, and USD 62.58 billion for agriculture.","ai_generated":true,"unit":"iisd-001680#insight-2","date_modified":"2026-10-23"},{"text":"NBI offers substantial economic advantages over grey infrastructure; on average, NBI costs 50.6% less and generates 29.1% more value, with a benefit-to-cost ratio of 10.0 compared to 3.6 for grey infrastructure.","ai_generated":true,"unit":"iisd-001680#insight-3","date_modified":"2026-10-23"},{"text":"In the energy sector, NBI can reduce energy demand for cooling through urban green spaces and green roofs, which can lower a building's annual energy consumption by 15%–45%.","ai_generated":true,"unit":"iisd-001680#insight-4","date_modified":"2026-10-23"},{"text":"For coastal protection, NBI such as living shorelines can be significantly cheaper than seawalls, with typical capital costs for natural shorelines ranging from USD 0 to USD 6,562 per metre, while seawalls can cost up to USD 32,800 per metre.","ai_generated":true,"unit":"iisd-001680#insight-5","date_modified":"2026-10-23"},{"text":"NBI can provide critical water treatment services; for instance, vertical-flow treatment wetlands can reduce ammonium, total suspended solids, and chemical oxygen demand by up to 90%.","ai_generated":true,"unit":"iisd-001680#insight-6","date_modified":"2026-10-23"}],"climate_tags":["nature-based solutions","infrastructure investment","climate change adaptation","climate change mitigation","renewable energy","agroforestry","carbon capture and storage","energy efficiency"],"geography_discussed":["Fiji","United States","People's Republic of China","South Africa","Ethiopia","Indonesia"],"frame_perspective":[],"analysis_type":["literature review","cost-benefit analysis"]},{"id":"prio-001387","url":"https://climateinsightsdirectory.org/document/prio-001387","title":"Fighting For Food? Investigating Food Insecurity as a Source of Urban Unrest","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"research paper","language":"en","date_published":"2021","source_url":"https://cdn.cloud.prio.org/files/76ac297f-3b58-4bca-b0f8-62ea119b9ac7/Fighting For Food Investigating Food Insecurity as a Source of Urban Unrest.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The research argues that while food insecurity provides the motivation for urban unrest, the actual occurrence of collective action is contingent on the presence of organizational networks and the level of state repression. Using a combination of cross-national data from urban Africa (1990–2014) and individual-level survey data from Johannesburg, the author finds that food insecurity increases the likelihood of unrest, particularly demonstrations and strikes. However, the study challenges the notion that food is a uniquely potent driver of unrest compared to other living expenses and finds no evidence that food insecurity leads specifically to more violent behavior.","ai_generated":true,"unit":"prio-001387#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The relationship between increasing food prices and urban unrest is moderated by state repression of societal organizations; countries with moderate repression and barriers to formation are more likely to experience unrest than those with highly repressed organizational environments.","ai_generated":true,"unit":"prio-001387#insight-1","date_modified":"2026-10-23"},{"text":"Individual-level data from Johannesburg indicates that higher experienced intensity of food insecurity predicts participation in urban unrest, with the strongest effects seen for demonstrations and strikes rather than violence.","ai_generated":true,"unit":"prio-001387#insight-2","date_modified":"2026-10-23"},{"text":"Organizational networks, particularly union ties, act as catalysts that increase the likelihood of unrest participation among food-insecure individuals.","ai_generated":true,"unit":"prio-001387#insight-3","date_modified":"2026-10-23"},{"text":"Experimental evidence suggests that food price hikes are not a more potent driver for the willingness to engage in unrest than other essential living expenses, such as fuel or electricity.","ai_generated":true,"unit":"prio-001387#insight-4","date_modified":"2026-10-23"},{"text":"The research rejects the common assumption that food insecurity leads to a 'hungry, angry crowd' that engages in violence out of desperation, finding instead that the most aggrieved use legal collective action methods.","ai_generated":true,"unit":"prio-001387#insight-5","date_modified":"2026-10-23"},{"text":"Societal organizations facilitate unrest by providing existing mobilization structures and by politicizing individual-level food grievances into group phenomena.","ai_generated":true,"unit":"prio-001387#insight-6","date_modified":"2026-10-23"}],"climate_tags":["food insecurity","food price","urbanization"],"geography_discussed":["Soweto","Alexandra","Egypt","Bangladesh","India","North Korea"],"frame_perspective":[],"analysis_type":["literature review","quantitative analysis","vignette experiment","survey research"]},{"id":"sei-002827","url":"https://climateinsightsdirectory.org/document/sei-002827","title":"URBAN AIR POLLUTION AND CHILDREN IN LOW- AND MIDDLE-INCOME COUNTRIES","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"briefing","language":"en","date_published":"2021","source_url":"https://www.sei.org/wp-content/uploads/2021/09/urban-air-pollution-and-children-in-low-income-countries-global-alliance-cities-4-children.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Urban air pollution in low- and middle-income countries (LMICs) poses a severe risk to children's health and development, with significant burdens found in sub-Saharan Africa and Asia. Children are more vulnerable due to their developing bodies and higher inhalation rates per unit of body weight. Key pollution sources include inefficient biomass combustion for cooking and heating, vehicle emissions, and waste burning, with residents of informal settlements facing the highest risks. The document advocates for integrating air quality management into climate change commitments (NDCs), investing in monitoring infrastructure—including citizen science—and adopting multi-sectoral interventions that target pollution sources rather than just symptoms.","ai_generated":true,"unit":"sei-002827#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Children are disproportionately vulnerable to air pollution because their bodies are still developing and they inhale more air per unit of body weight than adults.","ai_generated":true,"unit":"sei-002827#insight-1","date_modified":"2026-10-23"},{"text":"Air pollution has severe impacts on infants and children, contributing to nearly 500,000 infant deaths in their first month of life in 2019 and an estimated 237,000 excess child deaths annually from respiratory tract infections.","ai_generated":true,"unit":"sei-002827#insight-2","date_modified":"2026-10-23"},{"text":"Sub-Saharan Africa bears a disproportionate burden of infant mortality from air pollution, with 54% of global infant deaths from such exposure estimated to occur in the region in 2019.","ai_generated":true,"unit":"sei-002827#insight-3","date_modified":"2026-10-23"},{"text":"In LMICs, there is a critical lack of air quality monitoring; for instance, UNICEF estimated that only 6% of children in Africa live near reliable air quality monitoring.","ai_generated":true,"unit":"sei-002827#insight-4","date_modified":"2026-10-23"},{"text":"Residents of informal settlements face extreme exposure to both outdoor pollution from industrial zones and waste burning, and indoor pollution from using kerosene, charcoal, or wood in poorly ventilated homes.","ai_generated":true,"unit":"sei-002827#insight-5","date_modified":"2026-10-23"},{"text":"Air pollution exposure during pregnancy is linked to adverse outcomes, including fetal growth, birthweight, and an estimated 18% of global preterm births.","ai_generated":true,"unit":"sei-002827#insight-6","date_modified":"2026-10-23"},{"text":"Gender disparities exist in pollution exposure; in Accra, Ghana, girls' exposure to PM2.5 was estimated to be approximately 65% higher than boys' in households using charcoal, due to more time spent on domestic cooking.","ai_generated":true,"unit":"sei-002827#insight-7","date_modified":"2026-10-23"},{"text":"Integrating air pollution targets into Nationally Determined Contributions (NDCs) for climate change can help LMICs access climate finance and achieve local health benefits, as seen in Chile and Colombia's targets to reduce black carbon.","ai_generated":true,"unit":"sei-002827#insight-8","date_modified":"2026-10-23"},{"text":"Effective interventions must target the source of pollution; for example, Mongolia's 2019 ban on raw coal for heating in Ulaanbaatar led to substantially lower winter air pollution levels.","ai_generated":true,"unit":"sei-002827#insight-9","date_modified":"2026-10-23"}],"climate_tags":["air pollution","particulates","climate change mitigation","Nationally Determined Contributions","household air pollution"],"geography_discussed":["Africa","Asia","Latin America","Nigeria","Chile","Mongolia","Ulaanbaatar","Kenya","Ghana","Accra","India","Mexico City","Colombia"],"frame_perspective":[],"analysis_type":["literature review","case study","policy briefing"]},{"id":"wwf-000516","url":"https://climateinsightsdirectory.org/document/wwf-000516","title":"A SPATIALLY EXPLICIT REVIEW OF THE STATE OF KNOWLEDGE IN THE SNOW LEOPARD RANGE","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"report","language":"en","date_published":"2021","source_url":"https://www.worldwildlife.org/documents/658/4octxor1ep_Report_Over_100_Years_of_Snow_Leopard_Research_May_12__2021.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"A review of snow leopard research from 1904 to 2020 reveals that while publications have increased exponentially since the 1970s, knowledge is concentrated in a few hotspots, covering less than 23% of the species' range. Research is heavily skewed toward ecological surveys of abundance and distribution, with significant gaps in social science, disease ecology, and empirical evidence regarding the effectiveness of conservation interventions.","ai_generated":true,"unit":"wwf-000516#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Research on snow leopards has increased exponentially since the 1970s, but remains spatially concentrated in a few hotspots, leaving more than 77% of the snow leopard range unresearched.","ai_generated":true,"unit":"wwf-000516#insight-1","date_modified":"2026-10-23"},{"text":"Nepal, India, and China have produced the highest volume of snow leopard research, with Nepal having the highest proportion of its national habitat covered by research at 74%.","ai_generated":true,"unit":"wwf-000516#insight-2","date_modified":"2026-10-23"},{"text":"Ecological research dominates the literature, specifically focusing on the abundance and distribution of snow leopards and prey species, while social science research has grown more slowly since the 1990s.","ai_generated":true,"unit":"wwf-000516#insight-3","date_modified":"2026-10-23"},{"text":"Despite the focus on abundance, less than 3% of the snow leopard range has been surveyed using rigorous, scientifically acceptable population-density estimation methods such as camera traps, genetics, and radio-telemetry.","ai_generated":true,"unit":"wwf-000516#insight-4","date_modified":"2026-10-23"},{"text":"There is a critical lack of empirical evidence evaluating the effectiveness of conservation actions; only four studies were identified that specifically evaluated the results of conservation interventions.","ai_generated":true,"unit":"wwf-000516#insight-5","date_modified":"2026-10-23"},{"text":"Climate change is predicted to significantly reduce snow leopard habitats by 2070, with only 35% of the current range expected to remain as stable climate refugia.","ai_generated":true,"unit":"wwf-000516#insight-6","date_modified":"2026-10-23"},{"text":"Human-wildlife conflict is a major threat, with an estimated 221 to 450 snow leopards killed annually, 55% of which are retaliatory killings due to livestock predation.","ai_generated":true,"unit":"wwf-000516#insight-7","date_modified":"2026-10-23"},{"text":"Only 14–19% of the snow leopard range is covered by Protected Areas, and 40% of those areas are smaller than the average home range of a single adult leopard.","ai_generated":true,"unit":"wwf-000516#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change","biodiversity conservation"],"geography_discussed":["People's Republic of China","India","Nepal","Mongolia","Pakistan","Russia","Bhutan","Kazakhstan","Kyrgyzstan","Tajikistan","Afghanistan","Uzbekistan","Hemis National Park","Spiti Valley","Annapurna Conservation Area","Tost Mountains"],"frame_perspective":[],"analysis_type":["literature review","spatial analysis","gap analysis"]},{"id":"newclim-000064","url":"https://climateinsightsdirectory.org/document/newclim-000064","title":"Subnational and non-state action in the EU","publisher":{"name":"NewClimate Institute","organization":"newclimate-institute"},"document_type":"research paper","language":"en","date_published":"2020-12-14","source_url":"http://www.newclimate.org/resources/publications/subnational-and-non-state-action-in-the-eu","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The report examines the role of cities, regions, and companies in the EU's climate action, noting that 40% of 2016 emissions are covered by individual targets and 36% of the population is covered by subnational net-zero targets as of October 2020. It argues that while significant mitigation potential exists, these reductions require coordination with national and EU-level policies. The study finds limited data on overall progress toward targets, though some European cities showed good progress toward 2020 goals.","ai_generated":true,"unit":"newclim-000064#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Subnational and non-state actors in the EU have a significant footprint in climate targeting: 40% of 2016 EU GHG emissions are covered by individual targets from cities, regions, and companies, and as of October 2020, subnational net-zero targets cover 36% of the EU's total population. Furthermore, more than 130 international cooperative initiatives (ICIs) are focused on GHG mitigation across all EU sectors.","ai_generated":true,"unit":"newclim-000064#insight-1","date_modified":"2026-10-23"},{"text":"The potential for GHG emission reductions by sub/non-state actors cannot be viewed in isolation, as these reductions must be realized in coordination with national and EU-level policies. The existing potential indicates a willingness to act and the possibility for higher ambition, provided there is improved collaboration between these actors and policymakers.","ai_generated":true,"unit":"newclim-000064#insight-2","date_modified":"2026-10-23"},{"text":"There is a lack of comprehensive information regarding the progress of sub/non-state actors toward their goals, although evidence suggests that individual European cities made good progress toward their 2020 targets and some initiatives have delivered substantial indirect contributions to GHG reductions.","ai_generated":true,"unit":"newclim-000064#insight-3","date_modified":"2026-10-23"}],"climate_tags":["greenhouse gas emissions","Net-zero emissions","climate policy"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["literature review"]},{"id":"sei-002272","url":"https://climateinsightsdirectory.org/document/sei-002272","title":"Review of Mulder et al. 2020","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"briefing","language":"en","date_published":"2020-12-11","source_url":"https://www.sei.org/wp-content/uploads/2021/05/erickson-shell-letter-final.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document reviews a report by Mulder et al. (2020), which was commissioned by Shell, regarding the impact of Shell's production limits on global energy consumption. The author, Peter Erickson, argues that Mulder et al. use misleading evidence to downplay the link between supply restrictions and price increases. Erickson asserts that reducing supply leads to higher prices and lower consumption, thereby reducing CO2 emissions. He further disputes the claim that other companies would simply take over Shell's licenses, citing national policy shifts in countries like Denmark and the potential for increased investment risk across the fossil fuel sector.","ai_generated":true,"unit":"sei-002272#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The author agrees with the premise that a decrease in fossil fuel supply can increase prices and decrease consumption when other producers cannot fully compensate for the avoided supply, leading to lower CO2 emissions.","ai_generated":true,"unit":"sei-002272#insight-1","date_modified":"2026-10-23"},{"text":"The author contends that Mulder et al. use misleading data to suggest that production limitations have minimal effects on prices, specifically criticizing their analysis of Dutch gas prices and global oil consumption for failing to use counterfactual scenarios.","ai_generated":true,"unit":"sei-002272#insight-2","date_modified":"2026-10-23"},{"text":"Quantifying the emission benefits of supply restrictions is possible through economic elasticities; one cited study indicates that for every barrel of oil left undeveloped, global consumption is reduced by 0.2 to 0.6 barrels in the long term.","ai_generated":true,"unit":"sei-002272#insight-3","date_modified":"2026-10-23"},{"text":"The claim that other companies would inevitably take over Shell's licenses is challenged by the fact that some governments, including Denmark, France, Ireland, and New Zealand, are restricting or cancelling future licensing auctions to meet Paris Agreement targets.","ai_generated":true,"unit":"sei-002272#insight-4","date_modified":"2026-10-23"},{"text":"A reduction in Shell's production could increase the overall cost of extraction because Shell's costs are reportedly below the industry average, meaning replacement producers might be less cost-efficient.","ai_generated":true,"unit":"sei-002272#insight-5","date_modified":"2026-10-23"},{"text":"Legal or voluntary reductions in Shell's production could indirectly lower global production by increasing investment risks—such as reputational, litigation, or shareholder risks—which would raise the cost of capital for the entire oil and gas sector.","ai_generated":true,"unit":"sei-002272#insight-6","date_modified":"2026-10-23"}],"climate_tags":["fossil fuel demand","carbon dioxide emissions","Paris Agreement","carbon neutrality","climate change litigation"],"geography_discussed":["Netherlands","Denmark","France","Ireland","New Zealand"],"frame_perspective":[],"analysis_type":["literature review","economic analysis"]},{"id":"sei-000911","url":"https://climateinsightsdirectory.org/document/sei-000911","title":"Assessing future vulnerability of the global peatland carbon sink","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2020-12-10","source_url":"https://www.sei.org/publications/assessing-future-vulnerability-of-the-global-peatland-carbon-sink/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The research synthesizes literature and expert elicitation to quantify drivers of change affecting peatland carbon stocks and highlights the critical gap in current climate modeling frameworks, which largely omit peatland ecosystems.","ai_generated":true,"unit":"sei-000911#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Peatlands are projected to transition from being a carbon sink to a carbon source within the current century.","ai_generated":true,"unit":"sei-000911#insight-1","date_modified":"2026-10-23"},{"text":"Current climate projection tools, specifically the main Earth System Models and Integrated Assessment Models used for mitigation and impact studies, do not include peatland ecosystems.","ai_generated":true,"unit":"sei-000911#insight-2","date_modified":"2026-10-23"}],"climate_tags":["peatland","carbon sink"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["literature review","expert elicitation"]},{"id":"clipolin-001239","url":"https://climateinsightsdirectory.org/document/clipolin-001239","title":"Rural Credit Policy in Brazil: Agriculture, Environmental Protection, and Economic Development","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"report","language":"en","date_published":"2020-12","source_url":"https://www.climatepolicyinitiative.org/wp-content/uploads/2020/12/REL-Rural-Credit-Policy-in-Brazil.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes the Brazilian National Rural Credit System, highlighting its complexity and fragmentation. It provides empirical evidence that rural credit, particularly when directed to small farmers, increases land and labor productivity and reduces deforestation pressures by promoting the conversion of pasture to cropland. The document advocates for the integration of the Forest Code and the ABC Program into credit eligibility to foster sustainable agriculture and suggests reducing political interference and increasing private sector participation in rural finance.","ai_generated":true,"unit":"clipolin-001239#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Brazil has the potential to nearly double its total agricultural production without further deforestation by converting pasture to cropland and increasing productivity on already cleared lands.","ai_generated":true,"unit":"clipolin-001239#insight-1","date_modified":"2026-10-23"},{"text":"Rural credit is the primary agricultural policy in Brazil; for the 2020/21 agricultural year, the government earmarked approximately R$ 236 billion, representing about 37% of the country's 2019 total agricultural production.","ai_generated":true,"unit":"clipolin-001239#insight-2","date_modified":"2026-10-23"},{"text":"The rural credit system is highly fragmented and complex, with 16 funding sources and 12 programs for the 2020/21 agricultural year, which hinders producers' financial decision-making.","ai_generated":true,"unit":"clipolin-001239#insight-3","date_modified":"2026-10-23"},{"text":"Empirical evidence from 2002-2018 shows that an increase of R$ 1 million in municipal rural credit leads to a R$ 521,305 increase in crop production and a net increase of 133 hectares in forested area, while decreasing pasture area by 157 hectares.","ai_generated":true,"unit":"clipolin-001239#insight-4","date_modified":"2026-10-23"},{"text":"The positive impacts of rural credit on agricultural intensification and reduced deforestation are most pronounced for small farmers (PRONAF), whereas credit for large landowners can lead to the 'Jevons paradox,' where increased productivity drives further land expansion and deforestation.","ai_generated":true,"unit":"clipolin-001239#insight-5","date_modified":"2026-10-23"},{"text":"The distribution of rural credit is heavily concentrated in a few institutions, with Banco do Brasil alone responsible for 43% of all credit provided in 2019/20.","ai_generated":true,"unit":"clipolin-001239#insight-6","date_modified":"2026-10-23"},{"text":"The use of the 'fiscal module' to determine credit eligibility is outdated and creates artificial distortions, as the module size varies by municipality regardless of modern productivity gains.","ai_generated":true,"unit":"clipolin-001239#insight-7","date_modified":"2026-10-23"},{"text":"The ABC Program, designed to reduce GHG emissions in agriculture, has seen limited success due to bureaucracy and unattractive interest rates, though loan amounts increased from R$ 1.13 billion in 2016/17 to R$ 2.06 billion in 2019/20.","ai_generated":true,"unit":"clipolin-001239#insight-8","date_modified":"2026-10-23"},{"text":"Conditioning rural credit on environmental compliance has proven effective; for example, CMN Resolution 3,545 led to a 15% reduction in deforestation in the Amazon between 2008 and 2011.","ai_generated":true,"unit":"clipolin-001239#insight-9","date_modified":"2026-10-23"},{"text":"Recent policy moves in the 2020/21 Plano Safra include a 10% increase in working capital credit limits for producers with a validated Rural Environmental Registry (CAR), with the Central Bank signaling a potential increase to 20%.","ai_generated":true,"unit":"clipolin-001239#insight-10","date_modified":"2026-10-23"}],"climate_tags":["deforestation","sustainable agriculture","land use","climate finance","greenhouse gas emissions","low-carbon economy","agricultural productivity","Climate-smart agriculture"],"geography_discussed":["Amazon rainforest","Cerrado"],"frame_perspective":[],"analysis_type":["policy assessment","empirical analysis","literature review"]}]}