We introduce Upstream Tech’s partnership with Salo Sciences and how it enables AI-derived forest data layers such as wildfire risk, canopy coverage, canopy height, and more to be displayed in Lens. First, Salo Sciences will discuss how they developed the California Forest Observatory. This data-driven forest monitoring system maps three-dimensional forest attributes and the drivers of wildfire hazard across the state—including forest fuels structure, weather, topography, and infrastructure—from space. Then, Upstream Tech will provide a live demo to show how Salo Science’s AI-derived forest data layers are displayed in Lens, highlighting the various ways that Lens can be used to monitor forests. While this data is currently only available to Lens users in California, Salo Sciences is currently working to expand its coverage to Washington, Oregon, and eventually the rest of the United States. We’ll also have time for Q&A and discussion with attendees.