Aaron E. Maxwell

19 papers Journal 19
YearRankTypeTitle / Venue / Authors
2024 J jnl
An analysis of qualifications and requirements for geographic information systems (GIS) positions in the United States.
Trans. GIS
Christopher A. Ramezan, Aaron E. Maxwell, Joshua T. Meadows
2024 J jnl
Bolstering Performance Evaluation of Image Segmentation Models With Efficacy Metrics in the Absence of a Gold Standard.
IEEE Trans. Geosci. Remote. Sens.
Lina Tang, Jinyuan Shao, Shiyan Pang, Yameng Wang, Aaron E. Maxwell, Xiangyun Hu, Zhi Gao, Ting Lan, Guofan Shao
2024 J jnl
Exploring Transfer Learning for Anthropogenic Geomorphic Feature Extraction from Land Surface Parameters Using UNet.
Remote. Sens.
Aaron E. Maxwell, Sarah Farhadpour, Muhammad Ali
2024 J jnl
Selecting and Interpreting Multiclass Loss and Accuracy Assessment Metrics for Classifications with Class Imbalance: Guidance and Best Practices.
Remote. Sens.
Sarah Farhadpour, Timothy A. Warner, Aaron E. Maxwell
2023 J jnl
Comparing harmonic regression and GLAD Phenology metrics for estimation of forest community types and aboveground live biomass within forest inventory and analysis plots.
Int. J. Appl. Earth Obs. Geoinformation
Aaron E. Maxwell, Barry T. Wilson, Justin J. Holgerson, Michelle S. Bester
2023 J jnl
Synthetic Forest Stands and Point Clouds for Model Selection and Feature Space Comparison.
Remote. Sens.
Michelle S. Bester, Aaron E. Maxwell, Isaac Nealey, Michael R. Gallagher, Nicholas S. Skowronski, Brenden E. McNeil
2022 J jnl
Enhancing Reproducibility and Replicability in Remote Sensing Deep Learning Research and Practice.
Remote. Sens.
Aaron E. Maxwell, Michelle S. Bester, Christopher A. Ramezan
2021 J jnl
Accuracy Assessment in Convolutional Neural Network-Based Deep Learning Remote Sensing Studies - Part 1: Literature Review.
Remote. Sens.
Aaron E. Maxwell, Timothy A. Warner, Luis Andrés Guillén
2021 J jnl
Accuracy Assessment in Convolutional Neural Network-Based Deep Learning Remote Sensing Studies - Part 2: Recommendations and Best Practices.
Remote. Sens.
Aaron E. Maxwell, Timothy A. Warner, Luis Andrés Guillén
2021 J jnl
Assessing the Generalization of Machine Learning-Based Slope Failure Prediction to New Geographic Extents.
ISPRS Int. J. Geo Inf.
Aaron E. Maxwell, Maneesh Sharma, J. Steven Kite, Kurt A. Donaldson, Shannon M. Maynard, Caleb M. Malay
2021 J jnl
Effects of Training Set Size on Supervised Machine-Learning Land-Cover Classification of Large-Area High-Resolution Remotely Sensed Data.
Remote. Sens.
Christopher A. Ramezan, Timothy A. Warner, Aaron E. Maxwell, Bradley S. Price
2021 J jnl
Estimation of Plot-Level Burn Severity Using Terrestrial Laser Scanning.
Remote. Sens.
Michael R. Gallagher, Aaron E. Maxwell, Luis Andrés Guillén, Alexis Everland, E. Louise Loudermilk, Nicholas S. Skowronski
2021 J jnl
Explainable Boosting Machines for Slope Failure Spatial Predictive Modeling.
Remote. Sens.
Aaron E. Maxwell, Maneesh Sharma, Kurt A. Donaldson
2020 J jnl
Mapping the Topographic Features of Mining-Related Valley Fills Using Mask R-CNN Deep Learning and Digital Elevation Data.
Remote. Sens.
Aaron E. Maxwell, Pariya Pourmohammadi, Joey D. Poyner
2020 J jnl
Semantic Segmentation Deep Learning for Extracting Surface Mine Extents from Historic Topographic Maps.
Remote. Sens.
Aaron E. Maxwell, Michelle S. Bester, Luis Andrés Guillén, Christopher A. Ramezan, Dennis J. Carpinello, Yiting Fan, Faith M. Hartley, Shannon M. Maynard, Jaimee L. Pyron
2020 J jnl
Slope Failure Prediction Using Random Forest Machine Learning and LiDAR in an Eroded Folded Mountain Belt.
Remote. Sens.
Aaron E. Maxwell, Maneesh Sharma, James S. Kite, Kurt A. Donaldson, James A. Thompson, Matthew L. Bell, Shannon M. Maynard
2020 J jnl
Thematic Classification Accuracy Assessment with Inherently Uncertain Boundaries: An Argument for Center-Weighted Accuracy Assessment Metrics.
Remote. Sens.
Aaron E. Maxwell, Timothy A. Warner
2019 J jnl
Evaluation of Sampling and Cross-Validation Tuning Strategies for Regional-Scale Machine Learning Classification.
Remote. Sens.
Christopher A. Ramezan, Timothy A. Warner, Aaron E. Maxwell
2019 J jnl
Large-Area, High Spatial Resolution Land Cover Mapping Using Random Forests, GEOBIA, and NAIP Orthophotography: Findings and Recommendations.
Remote. Sens.
Aaron E. Maxwell, Michael P. Strager, Timothy A. Warner, Christopher A. Ramezan, Alice N. Morgan, Cameron E. Pauley