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All papers authored by Timothy Warner

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2024 Sarah Farhadpour, Timothy A. Warner

ORCID

, Aaron E. Maxwell

ORCID

Selecting and Interpreting Multiclass Loss and Accuracy Assessment Metrics for Classifications with Class Imbalance: Guidance and Best Practices

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2022 Timothy A. Warner

ORCID

, Tricia A. Miller

ORCID

, Inga P. La Puma

ORCID

, Lee Ann Nolan, Nicholas S. Skowronski

ORCID

, Aaron E. Maxwell

ORCID

Exploring golden eagle habitat preference using lidar-based canopy bulk density

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2021 Aaron E. Maxwell

ORCID

, Timothy A. Warner

ORCID

, Luis Andrés Guillén

Accuracy Assessment in Convolutional Neural Network-Based Deep Learning Remote Sensing Studies—Part 2: Recommendations and Best Practices

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Aaron E. Maxwell

ORCID

, Timothy A. Warner

ORCID

, Luis Andrés Guillén

Accuracy Assessment in Convolutional Neural Network-Based Deep Learning Remote Sensing Studies—Part 1: Literature Review

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Christopher A. Ramezan

ORCID

, Timothy A. Warner

ORCID

, Aaron E. Maxwell

ORCID

, Bradley S. Price

ORCID

Effects of Training Set Size on Supervised Machine-Learning Land-Cover Classification of Large-Area High-Resolution Remotely Sensed Data

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2020 Aaron E. Maxwell

ORCID

, Timothy A. Warner

ORCID

Thematic Classification Accuracy Assessment with Inherently Uncertain Boundaries: An Argument for Center-Weighted Accuracy Assessment Metrics

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Nicholas S. Skowronski

ORCID

, Michael R. Gallagher

ORCID

, Timothy A. Warner

ORCID

Decomposing the Interactions between Fire Severity and Canopy Fuel Structure Using Multi-Temporal, Active, and Passive Remote Sensing Approaches

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2019 Aaron E. Maxwell

ORCID

, Michael P. Strager, Timothy A. Warner

ORCID

, Christopher A. Ramezan

ORCID

, Alice N. Morgan, Cameron E. Pauley

Large-Area, High Spatial Resolution Land Cover Mapping Using Random Forests, GEOBIA, and NAIP Orthophotography: Findings and Recommendations

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Christopher A. Ramezan, Timothy A. Warner

ORCID

, Aaron E. Maxwell

ORCID

Evaluation of Sampling and Cross-Validation Tuning Strategies for Regional-Scale Machine Learning Classification

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2018 Aaron E. Maxwell

ORCID

, Timothy A. Warner

ORCID

Is high spatial resolution DEM data necessary for mapping palustrine wetlands?

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Fang Fang

ORCID

, Brenden E. McNeil, Timothy A. Warner

ORCID

, Aaron E. Maxwell

ORCID

Combining high spatial resolution multi-temporal satellite data with leaf-on LiDAR to enhance tree species discrimination at the crown level

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Aaron E. Maxwell

ORCID

, Timothy A. Warner

ORCID

ORCID

Implementation of machine-learning classification in remote sensing: an applied review

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