The Harmonized Standard Operating Procedures (SOPs) represent a comprehensive framework for conducting AI-driven agricultural damage assessments with consistent methodology, quality assurance, and reporting standards. These procedures ensure that assessments performed across different regions, disaster types, and implementation contexts maintain reliability and comparability.
Developed through extensive collaboration between international agricultural experts, AI specialists, and field practitioners, these SOPs integrate best practices from disaster response, remote sensing, and machine learning domains while adhering to international quality and metadata standards.
Framework Components
The SOP framework consists of five integrated modules covering the complete assessment lifecycle from pre-disaster preparation through post-assessment validation. Each module provides detailed protocols, quality checkpoints, and documentation requirements essential for maintaining assessment integrity and stakeholder confidence.