all products Manual | Overarching emLab Manual Manual | emLab Standard Operating Procedures stagg:: A data pre-processing R package for climate impacts analysis Dataset | SPIA-emLab Agricultural Interventions Database marlin:: An R package for running simulations of marine fauna and fisheries Tool | MOSAIKS: Satellite imagery + machine learning for everyone Interactive tool | SubsidyExplorer Scrollytelling | Following Forced Labor in the World's Fishing Fleets Dataset | Wildfire Damages in California Interactive tool | Climate-adaptive Fisheries Management Interactive tool | Business Case for MPAs Interactive tool | Electronic Monitoring Toolkit Interactive tool | Global Aquaculture Mapping Interactive tool | Aquaculture Planning Financial Tool Interactive tool | Global Network of Transnational Fisheries Interactive tool | Adaptive Fisheries Assessment and Management (AFAM) Toolkit Dashboard Interactive tool | MAREA: Marine Reserve Evaluation App Interactive tool | Fishery Status Explorer