Aaron Maxwell - Dissemin

All papers authored by Aaron Maxwell

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2024 Sarah Farhadpour, Timothy A. Warner

, Aaron E. Maxwell

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

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2023 Shobha K. Yadav, Aaron E. Maxwell

Exploring NDVI change patterns across the Tibetan Plateau at the hillslope scale using geomorphons

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Michelle S. Bester, Aaron E. Maxwell

, Isaac Nealey, Michael R. Gallagher

, Nicholas S. Skowronski

, Brenden E. McNeil

Synthetic Forest Stands and Point Clouds for Model Selection and Feature Space Comparison

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Aaron E. Maxwell

, Barry T. Wilson, Justin J. Holgerson, Michelle S. Bester

Comparing harmonic regression and GLAD Phenology metrics for estimation of forest community types and aboveground live biomass within forest inventory and analysis plots

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Aaron E. Maxwell

, William E. Odom

, Charles M. Shobe

, Daniel H. Doctor

, Michelle S. Bester, Tobi Ore

Exploring the Influence of Input Feature Space on CNN‐Based Geomorphic Feature Extraction From Digital Terrain Data

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Eva Louise Loudermilk, Scott Pokswinski

, Christie M. Hawley, Aaron Maxwell

, Michael R. Gallagher

, Nicholas S. Skowronski

, Andrew T. Hudak

, Chad Hoffman, John Kevin Hiers

Terrestrial Laser Scan Metrics Predict Surface Vegetation Biomass and Consumption in a Frequently Burned Southeastern U.S. Ecosystem

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Aaron E. Maxwell

, Michael R. Gallagher

, Natale Minicuci, Michelle S. Bester, E. Louise Loudermilk, Scott M. Pokswinski

, Nicholas S. Skowronski

Impact of Reference Data Sampling Density for Estimating Plot-Level Average Shrub Heights Using Terrestrial Laser Scanning Data

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2022 Aaron E. Maxwell

, Michelle S. Bester, Christopher A. Ramezan

Enhancing Reproducibility and Replicability in Remote Sensing Deep Learning Research and Practice

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Rachel Yesenchak

, Shikha Sharma

, Aaron E. Maxwell

Modes of Occurrence, Elemental Relationships, and Economic Viability of Rare Earth Elements in West Virginia Coals: A Statistical Approach

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Faith M. Hartley, Aaron E. Maxwell

, Rick E. Landenberger, Zachary J. Bortolot

Forest Type Differentiation Using GLAD Phenology Metrics, Land Surface Parameters, and Machine Learning

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Timothy A. Warner

, Tricia A. Miller

, Inga P. La Puma

, Lee Ann Nolan, Nicholas S. Skowronski

, Aaron E. Maxwell

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

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2021 Aaron E. Maxwell

, Maneesh Sharma, Kurt A. Donaldson

Explainable Boosting Machines for Slope Failure Spatial Predictive Modeling

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Michael R. Gallagher

, Aaron E. Maxwell

, Luis Andrés Guillén, Alexis Everland, E. Louise Loudermilk, Nicholas S. Skowronski

Estimation of Plot-Level Burn Severity Using Terrestrial Laser Scanning

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Vincenzo Cribari, Michael P. Strager, Aaron E. Maxwell

, Charles Yuill

Landscape Changes in the Southern Coalfields of West Virginia: Multi-Level Intensity Analysis and Surface Mining Transitions in the Headwaters of the Coal River from 1976 to 2016

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Aaron E. Maxwell

, Timothy A. Warner

, 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

, Timothy A. Warner

, Luis Andrés Guillén

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

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Aaron E. Maxwell

, Maneesh Sharma, J. Steven Kite, Kurt A. Donaldson, Shannon M. Maynard, Caleb M. Malay

Assessing the Generalization of Machine Learning-Based Slope Failure Prediction to New Geographic Extents

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Christopher A. Ramezan

, Timothy A. Warner

, Aaron E. Maxwell

, Bradley S. Price

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

, Michelle S. Bester, Luis A. Guillen

, Christopher A. Ramezan

, Dennis J. Carpinello, Yiting Fan, Faith M. Hartley, Shannon M. Maynard, Jaimee L. Pyron

Semantic Segmentation Deep Learning for Extracting Surface Mine Extents from Historic Topographic Maps

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Fang Fang, Brenden E. McNeil, Timothy A. Warner, Aaron E. Maxwell

, Gregory A. Dahle, Earl Eutsler, Junli Li

Discriminating tree species at different taxonomic levels using multi-temporal WorldView-3 imagery in Washington D.C., USA

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All papers authored by Aaron Maxwell