
Katherine Mistick

As a Geospatial Research Associate for the Utah Remote Sensing Applications Lab my research focuses on remote sensing and geospatial modeling related to wildland fire. As a skilled geospatial analyst with expertise in R and Python, I excel at organizing, analyzing, and visualizing large spatial datasets. I am adept at collecting and processing data from diverse sources and at applying advanced spatial and statistical analytics techniques to uncover meaningful patterns
Recent projects include supporting real-time spectroscopy product dissemination, modeling fire temperature from imaging spectrometer data, modeling visibility at landscape scales, and developing a python ArcGIS toolbox with geoprocessing tools for improving wildland firefighter safety
Education
Bachelor of Arts in Earth and Planetary Science: Geology
Washington University in St. Louis, May 2018
Master of Science in Geography
University of Utah, May 2022
Experience

Utah Remote Sensing Applications Lab
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Conduct remote sensing and geospatial analyses on wildfires, forest ecology, and wildland firefighter safety using python, R, and ArcGIS.
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Collect, process, and analyze large remotely sensed datasets such as those from multi- and hyperspectral imagers (e.g. VIIRS, AVIRIS), and lidar (e.g. USGS 3DEP, handheld).
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Build and deploy machine learning models to predict complex geospatial relationships such as fine-scale visibility in wildland fire environments.
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Write, publish, and present high-level concepts to a variety of audiences including academic publications and conferences and interactive dashboards and visualizations.
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Collaborated with diverse project partners including federal, academic, and private teams.
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Participated in the 2025 FireSense campaigns by leading the real-time data exchange between on-ground practitioners and airborne data collection.
Geospatial Graduate Research Assistant
Utah Remote Sensing Applications Lab
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Utilized multispectral imagery and lidar data in combination with infrared fire data to analyze visibility of active fire to improve wildland firefighter situational awareness.
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Completed raster and vector based analyses in a variety of geospatial environments including ArcGIS, R, python, ENVI, and PostGIS.
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Conducted independent research projects including using machine learning and hyperspectral imagery to detect greenhouse gases, applying matched filters to isolate carbon dioxide plumes, and designing an interactive dashboard of avalanches in Utah.
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Worked in a small interdisciplinary team to design and implement a fuel moisture forecasting model for the 2020 fire season, primarily using python, R, and ArcGIS.
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Acquired, processed, and analyzed large remotely sensed data from satellite-based instruments such as MODIS and VIIRS to inform fuel moisture content in the Great Basin, USA.
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Delivered a technical report and lead the production of a video summary to out partners at the Bureau of Land Management and the National Weather Service.
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Processed high-resolution Lunar Reconnaissance Orbiter Camera imagery for use as a base map to analyze boulder distributions around lunar craters.
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Generated and manipulated vector and raster data using geoprocessing tools to perform boulder counts.
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Collaborated with a diverse group of scientists on multiple presentations and academic publications.
Student Research Consultant
Interdisciplinary Environmental Clinic at WashU Law
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Aided attorneys on active litigations by providing consultation on technical concepts related to groundwater monitoring and contaimination in karst environments.
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Conducted statistical analyses of groundwater monitoring data to generate accurate limits for acceptable contamination levels.
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Generated strategic visuals to effectively convey complex scientific information to clients, the public, and other litigators through charts and maps.
May 2022 - Present
Seattle, WA
August 2020 - May 2022
Salt Lake City, UT
January 2020 - April 2020
Pocatello, ID
September 2017 - December 2020
St. Louis, MO
January 2018 - May 2018
St. Louis, MO
Conference Participation
American Geophysical Union Annual Meeting
"Shortwave infrared radiance optimization approaches for estimating flaming and smoldering combustion"
American Geophysical Union Annual Meeting
"Resolving flaming and smoldering combustion using imaging spectrometer data acquired during the 2023 NASA FireSense airborn campaign"
International Association of Wildland Fire: Fire Behavior and Fuels
"A new tool for mapping visibility at landscape scales to assist firefighter situational awareness"
"A new generation of the Firefighter Estimated Ground Evacuation Time Layer: Summary of updates and improvements"
International Association of Wildland Fire: Fire & Climate
“Mapping fire and firefighter visibility for improving situational awareness”
NASA Exploration Science Forum
“Determining the Age of an Unnamed Lunar Impact Crater in South Pole-Aitken Basin Using Boulder Size-Frequency Distributions.”
49th Lunar and Planetary Science Conference
“Boulder distributions around young lunar impact craters: Case study of South Ray crater”.
Geologic Society of America Annual Meeting
“How primary volcanic emplacement and cooling mechanisms influence rockfall hazard”.
View Poster
December 2025
New Orleans, LA
December 2024
Washington D.C.
April 2024
Boise, ID
May 2022
Pasadena, CA
August 2019
Moffet Field, CA
March 2018
The Woodlands, TX
October 2017
Seattle, WA
Publications
M.J. Campbell, K.A. Mistick, D.M. Jimenez, P.E. Dennison. GeoLCES: Geospatial support for evaluating wildland firefighter lookouts, communications, escape routes, and safety zones. International Journal of Disaster Risk Reduction, 2025. https://doi.org/10.1016/j.ijdrr.2025.105714
K.A. Mistick, M.J. Campbell, P.E. Dennison. Visibility-informed mapping of potential firefighter lookoutlocations using maximum entropy modeling. International Journal of Wildland Fire, 2024, 33 (9). https://doi.org/10.1071/WF24065
K.A. Mistick, M.J. Campbell, M.P. Thompson, P.E. Dennison. Using airborne lidar and machine learning to predict visibility across diverse vegetation and terrain conditions. International Journal of Geographical Information Science, 2023, 37:8, 1728-1764. https://doi.org/10.1080/13658816.2023.2224421
M.J. Campbell, J.F. Eastburn, K.A. Mistick, A.M. Smith, A.E. Stovall. Mapping individual tree and plot-level biomass using airborne and mobile lidar in piñon-juniper woodlands. International Journal of Applied Earth Observation and Geoinformation. 2023, 118, 103232. https://doi.org/10.1016/j.jag.2023.103232.
K.A. Mistick, P.E. Dennison, M.J. Campbell, M.P. Thompson. Using Geographic Information to Analyze Wildland Firefighter Situational Awareness: Impact of Spatial Resolution on Visibility Assessment. Fire 2022, 5, 151. https://doi.org/10.3390/fire5050151.
K.A. Mistick, R.N. Watkins, B.L. Jolliff, R.R. Ghent, R.L. Korotev, R.A. Zeigler. Determining the age of Vaughan, a potential source crater for lunar meteorites, using boulder size-frequency distributions. Icarus, Volume 376, 2022, 114888,ISSN 0019-1035, https://doi.org/10.1016/j.icarus.2022.114888.
Check out my Google Scholar profile for more.