Modeling Critical Forest Habitat in the Southern Coal Fields of West Virginia

by Aaron E. Maxwell, Michael P. Strager, Charles B. Yuill, J. Todd Petty
Published 2012-01-01

Landscape Changes in the Southern Coalfields of West Virginia: Multi-Level Intensity Analysis...

by Vincenzo Cribari, Michael P. Strager, Aaron E. Maxwell, Charles Yuill
Published 2021-07-01

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

by 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
Published 2020-12-01

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

by Aaron E. Maxwell, Michael P. Strager, Timothy A. Warner, Christopher A. Ramezan, Alice N. Morgan, Cameron E. Pauley
Published 2019-06-01

Slope Failure Prediction Using Random Forest Machine Learning and LiDAR in an Eroded Folded Mountain Belt

by Aaron E. Maxwell, Maneesh Sharma, James S. Kite, Kurt A. Donaldson, James A. Thompson, Matthew L. Bell, Shannon M. Maynard
Published 2020-02-01

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

by Christopher A. Ramezan, Timothy A. Warner, Aaron E. Maxwell
Published 2019-01-01

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

by Aaron E. Maxwell, Timothy A. Warner, Luis Andrés Guillén
Published 2021-06-01

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

by Aaron E. Maxwell, Timothy A. Warner, Luis Andrés Guillén
Published 2021-07-01

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

by Christopher A. Ramezan, Timothy A. Warner, Aaron E. Maxwell, Bradley S. Price
Published 2021-01-01

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

by Aaron E. Maxwell, Maneesh Sharma, J. Steven Kite, Kurt A. Donaldson, Shannon M. Maynard, Caleb M. Malay
Published 2021-05-01

Mapping the Topographic Features of Mining-Related Valley Fills Using Mask R-CNN Deep Learning and Digital Elevation Data

by Aaron E. Maxwell, Pariya Pourmohammadi, Joey D. Poyner
Published 2020-02-01

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

by Aaron E. Maxwell, Timothy A. Warner
Published 2020-06-01