{"query_echo":{"q":"","filters":{"analysis_type":["satellite data analysis"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'satellite data analysis' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":2,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=satellite+data+analysis","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":"mearth-000156","url":"https://climateinsightsdirectory.org/document/mearth-000156","title":"SWEET NOTHINGS","publisher":{"name":"Mighty Earth","organization":"mighty-earth"},"document_type":"report","language":"en","date_published":"2022-02","source_url":"https://www.mightyearth.org/wp-content/uploads/MightyEarthSweetNothingsReportFINAL.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Mighty Earth's analysis of satellite data and field research indicates that tropical forest destruction in Côte d'Ivoire and Ghana remains high despite the 2017 Cocoa & Forests Initiative. The report highlights ongoing canopy loss in protected areas and a lack of transparent monitoring systems, calling for joint public monitoring and a shift toward agroforestry.","ai_generated":true,"unit":"mearth-000156#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Overall forest clearance levels in the key cocoa-producing regions of Côte d'Ivoire and Ghana remain near record highs, with significant losses occurring in designated protected areas that serve as carbon sinks and wildlife habitats.","ai_generated":true,"unit":"mearth-000156#insight-1","date_modified":"2026-10-23"},{"text":"In Côte d'Ivoire, historical tree cover loss since January 2019 has been 2.3 times higher than the 2001-2017 period and 3.4 times higher than the average loss during the 2000s.","ai_generated":true,"unit":"mearth-000156#insight-2","date_modified":"2026-10-23"},{"text":"Ghana experienced a significant spike in deforestation in 2020; countrywide tree cover loss since January 2019 was 3.7 times higher than the 2001-2010 period and 1.5 times higher than the 2011-2019 average.","ai_generated":true,"unit":"mearth-000156#insight-3","date_modified":"2026-10-23"},{"text":"The Cocoa & Forests Initiative (CFI) has failed to establish promised traceability and monitoring systems; Côte d'Ivoire's national cocoa traceability system and Ghana's 100% sourcing traceability goals for December 2019 did not materialize.","ai_generated":true,"unit":"mearth-000156#insight-4","date_modified":"2026-10-23"},{"text":"Deforestation continues within specific protected areas: Mont Péko National Park lost over 350 ha of forest in 2020, and Ghana's Sui River Forest Reserve lost 1,328 ha since 2019.","ai_generated":true,"unit":"mearth-000156#insight-5","date_modified":"2026-10-23"}],"climate_tags":["deforestation","agroforestry","carbon sink","biodiversity loss","climate change mitigation"],"geography_discussed":["Mont Péko National Park","Taï National Park","Sui River Forest Reserve","Bia National Park","European Union","Japan","United States"],"frame_perspective":[],"analysis_type":["satellite data analysis","field investigation","policy assessment"]},{"id":"clipolin-000366","url":"https://climateinsightsdirectory.org/document/clipolin-000366","title":"ASSENTAMENTOS RURAIS E DESMATAMENTO EM PEQUENA ESCALA","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"executive summary","language":"pt","date_published":"2016-12","source_url":"https://www.climatepolicyinitiative.org/wp-content/uploads/2017/02/Assentamentos_Rurais_e_Desmatamento_em_Pequena_Escala_Resumo_PT_Final.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"A study by NAPC/CPI found that rural settlements were responsible for 30% of deforestation in the Amazon region in 2014. Notably, Environmentally Differentiated Settlement Projects (PAADs), designed for sustainable production, accounted for 15% of total Amazon deforestation, representing half of the impact caused by all rural settlements.","ai_generated":true,"unit":"clipolin-000366#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Rural settlements were responsible for 30% of the deforestation in the Amazon region in 2014, accounting for both the deforestation within the settlements and in their surrounding areas.","ai_generated":true,"unit":"clipolin-000366#insight-1","date_modified":"2026-10-23"},{"text":"Environmentally Differentiated Settlement Projects (PAADs), which are intended to support sustainable production and extractive activities, contributed 15% of the total deforestation in the Amazon in 2014, which is half of the total deforestation caused by all rural settlements.","ai_generated":true,"unit":"clipolin-000366#insight-2","date_modified":"2026-10-23"},{"text":"The area covered by rural settlements in the Amazon increased by more than 70% between 2002 and 2014, growing from 220,200 km² (4.8% of the territory) to 376,000 km² (8.3% of the territory).","ai_generated":true,"unit":"clipolin-000366#insight-3","date_modified":"2026-10-23"},{"text":"While large-scale deforestation decreased by 80% between 2004 and 2014 due to the DETER satellite monitoring system, small-scale deforestation increased during the same period because it is more difficult to identify.","ai_generated":true,"unit":"clipolin-000366#insight-4","date_modified":"2026-10-23"}],"climate_tags":["deforestation","low-carbon economy"],"geography_discussed":["Ceará"],"frame_perspective":[],"analysis_type":["econometric modeling","satellite data analysis"]}]}