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Philip E. Dennison

University of Utah

SCHOLARLY PAPERS

5

DOWNLOADS

268

TOTAL CITATIONS

0

Scholarly Papers (5)

1.

Kernel Density Change: A New Bitemporal Lidar Metric for Directly Mapping Wildland Fire Fuel Consumption

Number of pages: 67 Posted: 27 Nov 2024
affiliation not provided to SSRN, Government of the United States of America - US Forest Service, affiliation not provided to SSRN, USDA Forest Service and University of Utah
Downloads 120 (596,393)

Abstract:

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Lidar, Landsat, fire ecology, fire effects, random forests, aboveground biomass, fuel consumption

2.

TreeMortNet: A convolutional neural network for mapping individual tree mortality across forest types of the Western United States

Number of pages: 38 Posted: 24 Jan 2026
affiliation not provided to SSRN, University of Utah, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Utah and University of Utah
Downloads 73 (860,052)

Abstract:

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Tree Mortality, Forest Health, artificial intelligence, Convolutional Neural Network, Aerial Imagery, Lidar, Object-Based Image Analysis

3.

Geolces: Geospatial Support for Evaluating Wildland Firefighter Lookouts, Communications, Escape Routes, and Safety Zones

Number of pages: 32 Posted: 30 Apr 2025
University of Utah, affiliation not provided to SSRN, USDA Forest Service and University of Utah
Downloads 37 (1,222,651)

Abstract:

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Wildland fire, decision support, Firefighter Safety, lidar, LCES, geospatial modeling

4.

A Multivariate Machine Learning Framework for Fractional Cover Estimation

Number of pages: 17 Posted: 30 Mar 2026
Michael J. Campbell, Brian Lamb and Philip E. Dennison
University of Utah, Government of the United States of America - US Geological Survey and University of Utah
Downloads 21 (1,436,435)

Abstract:

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Machine Learning, multivariate random forests, spectral mixture analysis, fractional cover, Hyperspectral Remote Sensing

5.

A Generalized Model for Fire Radiative Power

Number of pages: 27 Posted: 23 May 2026
Katherine A. Mistick and Philip E. Dennison
affiliation not provided to SSRN and University of Utah
Downloads 17 (1,534,404)

Abstract:

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fire radiative power, wildfire, emissivity, VIIRS, AVIRIS