Zach L Langford R&D Associate Staff Member Contact langfordzl@ornl.gov | 865.341.0281 All Publications Wildfires identification: Semantic segmentation using support vector machine classifier Leveraging gradient weighted class activation mapping to improve classification effectiveness: Case study in transportation i... Deep Transfer Learning With Field-Based Measurements for Large Area Classification... Arctic Vegetation Mapping Using Unsupervised Training Datasets and Convolutional Neural Networks Arctic Vegetation Mapping Using Unsupervised Training Datasets and Convolutional Neural Networks Wildfire Mapping in Interior Alaska Using Deep Neural Networks on Imbalanced Datasets... Convolutional Neural Network Approach for Mapping Arctic Vegetation Using Multi-Sensor Remote Sensing Fusion Mapping Arctic plant functional type distributions in the Barrow Environmental Observatory using WorldView-2 and LiDAR datase... Spatiotemporal Dynamics of Wetted Soils across a Polar Desert Landscape... Key Links Personal Webpage Organizations National Security Sciences Directorate Cyber Resilience and Intelligence Division Resilient Cyber-Physical Systems Section Cyber Sensing and Analytics Group