Remote Sensing & GIS
Pepperwood utilizes remote sensing and Geographic Information Systems (GIS) to support both long and short-term monitoring components of our sentinel site and ground-truthing projects. In particular, remote sensing is essential for the long-term assessment and monitoring of natural resources, particularly in wildfire fuel mapping. Furthermore, it has revolutionized ecology and conservation, enabling researchers to monitor biodiversity and ecosystem health at scales previously unattainable. Remote sensing employs sensors on satellites, aircraft, or drones to collect data on radiation reflected or emitted from Earth's surface. With this approach, researchers can scale up ground-based point measurements to actionable, relevant scales such as entire watersheds.
Pepperwood provides a robust collection of high-density ground-based point measurements, including detailed soil moisture monitoring. This precise data is essential for validating remotely sensed values, allowing researchers to compare and confirm the accuracy of satellite and aerial observations. In addition, we collaborate closely with Visiting Scholars from institutions such as Sonoma State University, the United States Geological Survey (USGS), and the University of California, Berkeley. These partnerships enable us to effectively integrate our field-based data streams with their remote sensing products. Consequently, the information we gather contributes to a more comprehensive understanding of environmental dynamics. By leveraging both ground-based measurements and remote sensing techniques, we strive to improve the reliability of environmental data and support informed decision-making.
Project Details
Timeline
2012 - Present
Funding
Generous Donors
Partners & Collaborators
Mapping and Modeling for Wildfire Risk Assessment in Sonoma County

Pepperwood partnered with USGS and Blackswift Technologies to map surface soil moisture using a drone. From left to right: Jack Elston, Michelle Stern, S2 (the drone), Maciej Stachura, Ryan Ferrell. Photo courtesy of Jon Stock.

