Teams at Landscape Alliance (the Center for International Forestry Research (CIFOR) and the International Centre for Research in Agroforestry (ICRAF))

Performs satellite image classification and time series analysis using Sentinel and PlanetScope data. Develops and optimizes machine learning pipelines, Google Earth Engine applications, geospatial models, predictive models, decision-support tools, and dashboards. Coordinates ground-truth data collection with field staff, supports stakeholder engagement, and prepares reports, research papers, and communications.