Project Archive

  • Sensors, Machine Learning, and Artificial Intelligence in Real Time Fire Science (SMART FIRES)

    2023-2028
    RII Track-1

    Develops next‑generation optical sensors with onboard AI/ML to capture real‑time data on prescribed fire behavior, energy, and smoke emissions. Addresses how fire dynamics and resulting smoke affect individuals and communities, filling critical knowledge gaps in prescribed fire usage.

  • Montana topographic map

    Natural Resource Supply Chain Optimization using Aerial Imagery Interpreted with Machine Learning Methods

    2022-2026
    RII Track-2 FEC

    Uses drone‑collected aerial imagery and machine learning to interpret large, complex datasets for science questions related to snow‑water resources, wildfire management, and abandoned oil well monitoring. Supports natural‑resource decision‑making by generating processed data that helps test hypotheses and improve assessments of snowpack, fire behavior, and environmental hazards.

  • map of watersheds where CREWS works

    Consortium for Research on Environmental Water Systems (CREWS)

    2018-2023
    RII Track-1

    Studies how contaminants from hard rock mining, intensive agriculture, and energy extraction affect Montana’s water quality across three representative watersheds. Brings together researchers in molecular science, engineering, environmental science, sensors, and social science to understand contaminant origins, transformations, and impacts on ecosystems and communities.

  • Montana topographic map

    Building Genome-to-Phenome Infrastructure for Regulating Methane in Deep and Extreme Environments (BuG ReMeDEE)

    2017-2021
    RII Track-2 FEC

    Proposal Title: Microbial processes of pelagic anaerobic methane cycling in oxygen minimum zones. Studies how microorganisms in deep and extreme environments produce and consume methane, using sites like the Sanford Underground Research Facility and Yellowstone National Park as testbeds. Develops genome‑to‑phenome tools to harness novel methane‑metabolizing microbes for potential applications such as biofuels, biopolymers, and clean energy technologies.