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Christopher E. Doughty

Northern Arizona University

PO Box 15066

Flagstaff, AZ 86011

United States

  • Northern Arizona University

SCHOLARLY PAPERS

2

DOWNLOADS

96

TOTAL CITATIONS

0

Scholarly Papers (2)

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1.

Why Do Models Go Wrong? The Importance of Adaptations and Acclimations in Driving Landscape-Level Spectral Variation

Downloads 91 (736,406)

Why Do Models Go Wrong? The Importance of Adaptations and Acclimations in Driving Landscape-Level Spectral Variation

Number of pages: 38 Posted: 05 Aug 2025
Megan Marie Seeley, Benjamin C. Wiebe, Gregory P. Asner, Andrew J. Abraham, Hillary F. Cooper, Catherine A. Gehring, Kevin R. Hultine, Gerard J. Allan, Thomas G. Whitham, Tristan Goulden and Christopher E. Doughty
affiliation not provided to SSRN, Northern Arizona University, Arizona State University (ASU), Northern Arizona University, Northern Arizona University, Northern Arizona University, affiliation not provided to SSRN, Northern Arizona University, Northern Arizona University, affiliation not provided to SSRN and Northern Arizona University
Downloads 61 (966,800)

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Cottonwood, spectroscopy, intraspecific variation, species classification, Landscape ecology, adaptation, acclimation

Why Do Models Go Wrong? The Importance of Adaptations and Acclimations in Driving Landscape-Level Spectral Variation

Number of pages: 38 Posted: 05 Aug 2025
Megan Marie Seeley, Benjamin C. Wiebe, Gregory P. Asner, Andrew J. Abraham, Hillary F. Cooper, Catherine A. Gehring, Kevin R. Hultine, Gerard J. Allan, Thomas G. Whitham, Tristan Goulden and Christopher E. Doughty
affiliation not provided to SSRN, Northern Arizona University, Arizona State University (ASU), Northern Arizona University, Northern Arizona University, Northern Arizona University, affiliation not provided to SSRN, Northern Arizona University, Northern Arizona University, affiliation not provided to SSRN and Northern Arizona University
Downloads 30 (1,356,108)

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Cottonwood, spectroscopy, intraspecific variation, species classification, Landscape ecology, adaptation, acclimation

2.

Detecting Fine-Scale Forest Decline Using EcoTrend: A Multi-year Optical and Radar Remote Sensing Trend-Slope Analysis

Number of pages: 55 Posted: 10 Apr 2026
Paul Arellano, Scott Goetz, Andrew Feldman, Andrew D. Richardson, George Koch, Christopher E. Doughty, Andrew J. Sánchez Meador, Call Anson, Nathan Tomczyk, Scott LaRocca, Eli Ogonna, Alyssa McAlexander, Amanda Grady, Crystal Tischler, Michael Gowanlock, Amy Wolkowinsky, Revanth Munugala, David Trilling and Alexander Shenkin
Northern Arizona University, The Woods Hole Research Center, affiliation not provided to SSRN, Northern Arizona University, Northern Arizona University, Northern Arizona University, Northern Arizona University, affiliation not provided to SSRN, New Mexico Highlands University, Northern Arizona University, Northern Arizona University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Northern Arizona University, Northern Arizona University, Northern Arizona University, Northern Arizona University and Northern Arizona University
Downloads 5 (1,571,455)

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EcoTrend, Sentinel-1/2, forest degradation, intra- and interannual monitoring, drought stress, insect outbreaks, remote sensing, time series, trend-slope analysis, early warning, Southwest United States