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- data-governance-for-satellite-based-forest-monitor type PICO assertion.
- data-governance-for-satellite-based-forest-monitor type EffectivenessResearchQuestions assertion.
- data-governance-for-satellite-based-forest-monitor label "Data Governance for Satellite-Based Forest Monitoring in Indigenous Territories: A Scoping Review" assertion.
- data-governance-for-satellite-based-forest-monitor population population assertion.
- data-governance-for-satellite-based-forest-monitor comparatorGroup comparatorGroup assertion.
- data-governance-for-satellite-based-forest-monitor interventionGroup interventionGroup assertion.
- data-governance-for-satellite-based-forest-monitor outcomeGroup outcomeGroup assertion.
- comparatorGroup description "Open publication of all monitoring alerts (e.g., Global Forest Watch model), government-controlled access without indigenous consultation, complete restriction of indigenous territory data from external access, and external researcher-controlled access" assertion.
- data-governance-for-satellite-based-forest-monitor description "For satellite-based forest monitoring in indigenous territories, how do different data governance approaches balance effective deforestation and illegal activity detection with indigenous data sovereignty and protection of culturally sensitive locations?" assertion.
- interventionGroup description "Data governance approaches integrating indigenous data sovereignty principles with satellite monitoring, including consent-based access controls, spatial masking of culturally sensitive areas, indigenous-controlled data repositories, tiered alert systems with indigenous community notification priority, CARE principles implementation (Collective benefit, Authority to control, Responsibility, Ethics), and co-designed monitoring protocols" assertion.
- outcomeGroup description "Effectiveness of forest protection and illegal activity deterrence, respect for indigenous data sovereignty and CARE principles, usability for indigenous-led territorial monitoring and governance, prevention of unauthorized access to locations of uncontacted peoples and sacred sites, community satisfaction and trust, and sustainability of monitoring partnerships" assertion.
- population description "Satellite-based forest monitoring data covering indigenous territories, including deforestation alerts, fire detection, land use change classification, illegal mining and logging detection, and infrastructure encroachment monitoring in areas inhabited by indigenous peoples, including uncontacted or voluntarily isolated groups" assertion.