{"query_echo":{"q":"","filters":{"analysis_type":["statistical impact evaluation"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'statistical impact evaluation' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":1,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=statistical+impact+evaluation","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":"clipolin-000745","url":"https://climateinsightsdirectory.org/document/clipolin-000745","title":"Brazil Knows What To Do To Fight Deforestation in the Amazon","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"policy brief","language":"en","date_published":"2019-11","source_url":"https://www.climatepolicyinitiative.org/wp-content/uploads/2019/11/PB-Brazil-Knows-What-To-Do-To-Fight-Deforestation.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The policy brief highlights the success of Brazil's DETER satellite monitoring system and IBAMA's law enforcement in reducing Amazon deforestation. It argues that these tools are cost-effective, do not harm agricultural production, and are essential for meeting emission reduction goals, warning that proposed budget cuts to these services could significantly increase forest loss.","ai_generated":true,"unit":"clipolin-000745#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Between 2007 and 2016, the combination of monitoring and law enforcement efforts prevented the clearing of an average of 27,000 km2 of Amazon forest annually.","ai_generated":true,"unit":"clipolin-000745#insight-1","date_modified":"2026-10-23"},{"text":"The Real-Time System for Detection of Deforestation (DETER), developed by the Brazilian Institute for Space Research (INPE), enables near-real-time satellite monitoring to identify forest disturbances and provide geographic alerts for law enforcement.","ai_generated":true,"unit":"clipolin-000745#insight-2","date_modified":"2026-10-23"},{"text":"Law enforcement operations by the Brazilian Institute for the Environment and Natural Resources (IBAMA) use DETER alerts to apply administrative sanctions, such as fines, embargoes, and the seizure and destruction of equipment, which are most effective when offenders are caught in the act.","ai_generated":true,"unit":"clipolin-000745#insight-3","date_modified":"2026-10-23"},{"text":"Evidence suggests that forest protection through law enforcement does not displace illegal clearing to neighboring areas nor does it negatively impact local agricultural production; in fact, areas with increased law enforcement often saw increased agricultural production the following year.","ai_generated":true,"unit":"clipolin-000745#insight-4","date_modified":"2026-10-23"},{"text":"The monitoring and law enforcement strategy is highly cost-effective, with a break-even price of $0.69/tCO2 for avoided emissions of nearly 1 billion tCO2 per year, which is well below current global carbon prices.","ai_generated":true,"unit":"clipolin-000745#insight-5","date_modified":"2026-10-23"},{"text":"A proposed 50% reduction in the 2020 budget for environmental monitoring and law enforcement could lead to an estimated 45% increase in Amazon deforestation.","ai_generated":true,"unit":"clipolin-000745#insight-6","date_modified":"2026-10-23"}],"climate_tags":["deforestation","carbon sink","greenhouse gas emissions","carbon price","biodiversity","agricultural production"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["cost-benefit analysis","statistical impact evaluation"]}]}