Isaac C. Grenfell

Treesearch Publications

• Mark A. Finney, Scott Zimmer, Karin Riley, Isaac C. Grenfell. 2025. A generalized wildfire containment algorithm
• Natalie S. Wagenbrenner, Loren Atwood, Jason M. Forthofer, Isaac C. Grenfell. 2024. Predicting terrain-induced wind turbulence for smokejumper parachute operations
• Karin Riley, Isaac C. Grenfell, John D. Shaw, Mark A. Finney. 2022. TreeMap 2016 dataset generates CONUS-wide maps of forest characteristics including live basal area, aboveground carbon, and number of trees per acre
• Alan Ager, Michelle A. Day, Fermin J. Alcasena, Cody R. Evers, Karen C. Short, Isaac C. Grenfell. 2021. Predicting Paradise: Modeling future wildfire disasters in the western US
• Karin Riley, Isaac C. Grenfell, Mark A. Finney, Jason M. Wiener. 2021. TreeMap, a tree-level model of conterminous US forests circa 2014 produced by imputation of FIA plot data
• Mark A. Finney, Torben Grumstrup, Isaac C. Grenfell. 2020. Flame characteristics adjacent to a stationary line fire
• Karin Riley, Isaac C. Grenfell, Mark A. Finney. 2016. Mapping forest vegetation for the western United States using modified random forests imputation of FIA forest plots
• Matthew P. Thompson, Jessica R. Haas, Mark A. Finney, Dave E. Calkin, Michael Hand, Mark J. Browne, Martin Halek, Karen C. Short, Isaac C. Grenfell. 2015. Development and application of a probabilistic method for wildfire suppression cost modeling
• Karin Riley, Isaac C. Grenfell, Mark A. Finney. 2015. Seeing the forest for the trees: utilizing modified random forests imputation of forest plot data for landscape-level analyses
• Karin Riley, Isaac C. Grenfell, Mark A. Finney, Nicholas L. Crookston. 2014. Utilizing random forests imputation of forest plot data for landscape-level wildfire analyses
• Karin Riley, John T. Abatzoglou, Isaac C. Grenfell, Anna E. Klene, Faith Heinsch. 2013. The relationship of large fire occurrence with drought and fire danger indices in the western USA, 1984-2008: The role of temporal scale
• Mark A. Finney, Jason M. Forthofer, Isaac C. Grenfell, Brittany A. Adam, Nelson K. Akafuah, Kozo Saito. 2013. A study of flame spread in engineered cardboard fuelbeds: Part I: Correlations and observations
• Sara S. McAllister, Isaac C. Grenfell, A. Hadlow, W. Matt Jolly, Mark A. Finney, Jack D. Cohen. 2012. Piloted ignition of live forest fuels

Data and Tools

• Dataset
  

  TreeMap: A tree-level model of United States forests

  https://research.fs.usda.gov/firelab/products/dataandtools/treemap-tree-level-model-united-states-forests

• Project
  

  Fundamental Wildland Fire Spread Research

  https://research.fs.usda.gov/firelab/projects/firespread
• Project
  

  Deep Learning for High-Resolution Wildfire Modeling

  https://research.fs.usda.gov/firelab/projects/deeplearning
• Program
  

  Fire, Fuel, and Smoke

  https://research.fs.usda.gov/rmrs/programs/firefuelsmoke
  Station

  Rocky Mountain Research Station
• Project
  

  Predicting future extreme wildfire events in the western US

  https://research.fs.usda.gov/firelab/projects/predictingfireevents

• University of Montana, Missoula, B.A., Mathematics, 2002
• University of Montana, Missoula, M.A., Mathematics, 2004