all products Overarching emLab Manual emLab Standard Operating Procedures stagg:: A data pre-processing R package for climate impacts analysis Dataset - SPIA-emLab Agricultural Interventions Database Guidelines - Integrating remote sensing and randomized controlled trials 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