{"query_echo":{"q":"","filters":{"analysis_type":["systematic mapping"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'systematic mapping' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":4,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=systematic+mapping","stability":"beta","ai_marking":{"digital_source_type":{"uri":"http://cv.iptc.org/newscodes/digitalsourcetype/trainedAlgorithmicMedia","name":"Created using Generative AI"},"notice":"Summary and key insights are generated using artificial intelligence."},"results":[{"id":"sei-000061","url":"https://climateinsightsdirectory.org/document/sei-000061","title":"Lack of social impact in urban circular economy transitions","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2021-09-24","source_url":"https://www.sei.org/publications/lack-social-impact-urban-circular/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The research finds that social impacts are rarely considered in studies of circular cities, and when they are, the focus is limited primarily to governance and employment, particularly regarding informal sector workers. The authors argue that the lack of a coherent overview of social consequences hinders effective policy decision-making and that further research is required to understand effects on health, culture, and human aspirations.","ai_generated":true,"unit":"sei-000061#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Literature on circular cities rarely considers social impacts; when they are addressed, the scope is limited to governance practices and employment, with a specific focus on workers in the informal sector.","ai_generated":true,"unit":"sei-000061#insight-1","date_modified":"2026-10-23"},{"text":"There is a deficiency in research regarding how circular economy transitions affect culture, health, and the fears and aspirations of people.","ai_generated":true,"unit":"sei-000061#insight-2","date_modified":"2026-10-23"},{"text":"The fragmented nature of evidence regarding the intended and unintended social consequences of 'circular cities' can obstruct effective practice and policy decision-making.","ai_generated":true,"unit":"sei-000061#insight-3","date_modified":"2026-10-23"}],"climate_tags":["circular economy","employment","governance"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["scoping review","systematic mapping"]},{"id":"sei-002253","url":"https://climateinsightsdirectory.org/document/sei-002253","title":"Distributional impacts of mining transitions: learning from the past","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2020-04","source_url":"https://www.sei.org/wp-content/uploads/2020/04/distributional-impacts-of-mining-transitions-1.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The paper analyses the socio-economic effects of mine closures on women and youth, highlighting how traditional gender roles and lack of skills create vulnerabilities. It argues that past policy responses, such as retraining and job placement, often failed to address these inequities, and recommends more inclusive, multi-stakeholder planning for future low-carbon transitions.","ai_generated":true,"unit":"sei-002253#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Mine closures often lead to a 'double burden' for women, who may enter the workforce as breadwinners to replace unemployed male partners while remaining responsible for domestic and reproductive work.","ai_generated":true,"unit":"sei-002253#insight-1","date_modified":"2026-10-23"},{"text":"Women in post-mining communities frequently face workplace discrimination, often being relegated to low-wage, part-time positions with limited security and benefits.","ai_generated":true,"unit":"sei-002253#insight-2","date_modified":"2026-10-23"},{"text":"Masculine identities tied to mining can hinder men's ability to transition to new employment sectors or seek psychological and social support after mine closures.","ai_generated":true,"unit":"sei-002253#insight-3","date_modified":"2026-10-23"},{"text":"Youth in declining mining regions face significant employment scarcity, leading to high unemployment rates and 'brain drain' as educated young people migrate to find relevant work.","ai_generated":true,"unit":"sei-002253#insight-4","date_modified":"2026-10-23"},{"text":"Long-term socio-political effects on youth in post-mining areas include the development of anti-establishment and anti-authority attitudes.","ai_generated":true,"unit":"sei-002253#insight-5","date_modified":"2026-10-23"},{"text":"Standard economic interventions like job placement and retraining often fail to provide the long-term security of former mining jobs and may exclude temporary, outsourced, or informal workers.","ai_generated":true,"unit":"sei-002253#insight-6","date_modified":"2026-10-23"},{"text":"Economic diversification strategies focusing on small and medium enterprises (SMEs) may not benefit all workers, as these businesses typically require skilled labour and financial resources that marginalized groups lack.","ai_generated":true,"unit":"sei-002253#insight-7","date_modified":"2026-10-23"},{"text":"Effective mitigation of closure impacts requires inclusive planning that involves a broad variety of social groups, including youth and disadvantaged community members, rather than just powerful national actors and mining companies.","ai_generated":true,"unit":"sei-002253#insight-8","date_modified":"2026-10-23"}],"climate_tags":["energy transition","just transition","gender equality","economic diversity","social protection"],"geography_discussed":["Canada","Australia","United States","Russia","Ukraine","Romania","Sweden","Turkey","Finland","South Africa","Germany","Poland","Chile"],"frame_perspective":[],"analysis_type":["literature review","systematic mapping"]},{"id":"sei-002397","url":"https://climateinsightsdirectory.org/document/sei-002397","title":"Navigating coal mining closure and societal change: learning from past cases of mining decline","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2019-07","source_url":"https://www.sei.org/wp-content/uploads/2019/07/navigating-coal-mining-closure-and-societal-change.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The paper reviews 154 publications covering 181 country case studies to understand the consequences of mining decline. It finds that economic impacts, such as job loss and regional decline, are the most documented, while social and political effects are understudied. The authors argue that successful transitions require long-term planning, strong local leadership, and coordinated financial mechanisms, noting that recovery often takes a decade or more.","ai_generated":true,"unit":"sei-002397#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The existing literature on mining transitions is heavily skewed toward the Global North, which accounts for 81% of the country cases, with the highest concentrations of research in the United Kingdom, Canada, the United States, and Germany.","ai_generated":true,"unit":"sei-002397#insight-1","date_modified":"2026-10-23"},{"text":"Economic factors, specifically the loss of economic competitiveness, are the primary drivers of mine closure, mentioned in two-thirds of the reviewed publications. Other drivers include political shifts, such as the fall of the iron curtain in Eastern Europe and the end of apartheid in South Africa.","ai_generated":true,"unit":"sei-002397#insight-2","date_modified":"2026-10-23"},{"text":"Resource depletion is rarely the primary cause of mine closure, appearing in less than 5% of articles, suggesting that the presence of reserves does not guarantee continued extraction.","ai_generated":true,"unit":"sei-002397#insight-3","date_modified":"2026-10-23"},{"text":"Economic development, employment, and demographics (particularly migration) are the most documented impacts of closure, whereas social structures, culture, identity, and political security are significantly under-researched.","ai_generated":true,"unit":"sei-002397#insight-4","date_modified":"2026-10-23"},{"text":"National governments typically respond to closures by providing welfare programs, severance packages, and retraining schemes, while international organizations often fund infrastructure and economic regeneration projects.","ai_generated":true,"unit":"sei-002397#insight-5","date_modified":"2026-10-23"},{"text":"The role of the private sector varies from constructive support, such as funding heritage tourism or risk capital, to destructive behavior, such as failing to warn workers of closures and distancing the company from the community.","ai_generated":true,"unit":"sei-002397#insight-6","date_modified":"2026-10-23"},{"text":"Successful economic recovery in former mining regions is a long-term process that typically requires at least a decade, and in some cases several decades, to establish alternative employment and stabilize populations.","ai_generated":true,"unit":"sei-002397#insight-7","date_modified":"2026-10-23"},{"text":"Two critical factors for navigating mining decline successfully are strong leadership and technical/financial capacity at the local government level, and effective coordination between public and private actors guided by a shared vision.","ai_generated":true,"unit":"sei-002397#insight-8","date_modified":"2026-10-23"},{"text":"Early transition planning is often hindered by the fact that the necessary planning horizon exceeds typical electoral cycles and by the frequent lack of transparency regarding the timing of mine closures.","ai_generated":true,"unit":"sei-002397#insight-9","date_modified":"2026-10-23"}],"climate_tags":["just transition","economic diversity","energy transition","fossil-fuel phase-out","climate policy"],"geography_discussed":["United Kingdom","Canada","United States","Germany","People's Republic of China","Chile","South Africa","Australia","Sweden","France","Poland"],"frame_perspective":[],"analysis_type":["systematic mapping","literature review"]},{"id":"sei-002368","url":"https://climateinsightsdirectory.org/document/sei-002368","title":"List of ecotechnologies","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2018-02-28","source_url":"https://www.sei.org/wp-content/uploads/2022/03/list-of-ecotechnologies-1.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document serves as Deliverable 2.2 of the BONUS RETURN project, providing a preliminary list of ecotechnologies designed to minimize environmental harm and provide societal value by recovering carbon and nutrients. It defines ecotechnologies as \"human interventions in social-ecological systems in the form of practices and/or biological, physical, and chemical processes designed to minimise harm to the environment and provide services of value to society\". The report details the methodology used to identify these technologies, including bibliographic searches of Scopus and Web of Science and grey literature searches via Google Scholar and organizational websites. To date, the mapping has screened 40% of agricultural evidence and 60% of wastewater evidence, with the full database intended for a subsequent deliverable. The project aims to address the degradation of the Baltic Sea by improving the adoption of technologies that reconcile eutrophication reduction with food and energy security.","ai_generated":true,"unit":"sei-002368#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The BONUS RETURN project identifies the degradation of the Baltic Sea as a persistent issue where existing technological and management measures to curb pollution and eutrophication have not been adequately adapted to their specific application contexts.","ai_generated":true,"unit":"sei-002368#insight-1","date_modified":"2026-10-23"},{"text":"Environmental degradation in the Baltic Sea Region is hindered by sectoral silos and regional institutional diversity, which acts as a barrier to transboundary cooperation.","ai_generated":true,"unit":"sei-002368#insight-2","date_modified":"2026-10-23"},{"text":"The report establishes a broad definition of 'eco-technologies' to encompass both hard technologies and practices, acknowledging that the term is often used as a 'buzzword' without explicit definition in research literature.","ai_generated":true,"unit":"sei-002368#insight-3","date_modified":"2026-10-23"},{"text":"The systematic mapping process for this deliverable has processed a representative sample of the evidence base, specifically 40% of agricultural evidence and 60% of wastewater evidence.","ai_generated":true,"unit":"sei-002368#insight-4","date_modified":"2026-10-23"},{"text":"The project's search for evidence was restricted to the period between 2013 and 2017 to ensure the identification of technological innovations that have not yet entered the business market.","ai_generated":true,"unit":"sei-002368#insight-5","date_modified":"2026-10-23"},{"text":"The scope of the ecotechnology mapping includes the Baltic Sea and terrestrial environments in bordering countries, specifically Denmark, Estonia, Latvia, Finland, Germany, Lithuania, Poland, Russia, and Sweden.","ai_generated":true,"unit":"sei-002368#insight-6","date_modified":"2026-10-23"}],"climate_tags":["bioenergy","fertilizer","ecosystem service","greenhouse gas emissions"],"geography_discussed":["Finland","Sweden","Poland","Denmark","Estonia","Latvia","Germany","Lithuania","Russia"],"frame_perspective":[],"analysis_type":["systematic mapping","literature review"]}]}