{"query_echo":{"q":"","filters":{"climate_tags":["green jobs"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'green jobs' for facet 'climate_tags' is not in the controlled vocabulary."}]},"total":{"value":2,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?climate_tags=green+jobs","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-000575","url":"https://climateinsightsdirectory.org/document/sei-000575","title":"Sustainable Consumption and Digitalization","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2022-05-18","source_url":"https://www.sei.org/publications/sustainable-consumption-digitalization/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed"],"summary":{"text":"This research paper examines the intersection of global supply chain governance, digitalization, and environmental sustainability, emphasizing the need for international cooperation and the integration of decent work into green transitions.","ai_generated":true,"unit":"sei-000575#summary","date_modified":"2026-08-17"},"key_insights":[{"text":"Global environmental governance of supply chains is becoming increasingly important due to globalized production and a rise in voluntary and mandatory systems, though these can lead to conflict and confusion. The paper suggests that intergovernmental action should focus on mandatory regulation for laggards and reliable verification, while integrating development aspects into legislation to reduce tensions between the rich world and the Global South, particularly in sectors like palm oil and timber.","ai_generated":true,"unit":"sei-000575#insight-1","date_modified":"2026-08-17"},{"text":"The transition to green jobs must be combined with a focus on decent work to ensure societal acceptance of climate action. Labour market organizations are identified as essential actors for achieving just transitions and supporting ambitious environmental policies.","ai_generated":true,"unit":"sei-000575#insight-2","date_modified":"2026-08-17"},{"text":"Digitalization significantly impacts production and consumption patterns, presenting both opportunities and challenges for sustainability. The author calls for international cooperation on sustainable algorithms, green artificial intelligence governance, and environmental footprint methodologies, citing the Global Partnership for Artificial Intelligence (GPAI) and the Coalition for Digital Environmental Sustainability (CODES) as relevant initiatives.","ai_generated":true,"unit":"sei-000575#insight-3","date_modified":"2026-08-17"}],"climate_tags":["supply chain governance","digitalization","just transition","green jobs","artificial intelligence"],"geography_discussed":["Netherlands"],"frame_perspective":[],"analysis_type":[]},{"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"]}]}