15 Integrated Digital Workflows in Geoscience: Mapping, Marine Exploration, and Machine Learning

Sunday, 22 March 2026
3:25 PM - 5:30 PM
CCC, Room 25

Participants

• Chair Jeffrey Gardner
• Chair Shaurya Swami
• Chair Ryan van der Heijden
• Chair George Myers

Presentations

• 3:30 PM
  Comparing Phase Measuring Side-Scan Sonar and Multibeam Bathymetry in Shallow Coastal Waters
  Pedro dos Santos, Center for Coastal Studies, PROVINCETOWN, MA and Mark Borrelli, Center for Coastal Studies, PROVINCETOWN, MA
  411385 (Technical Sessions)
• 3:50 PM
  Multiphysics approach to single pass survey employing recent advances in low frequency synthetic aperture sonar (SAS) to subbottom imaging
  Kevin Rychert, Sulmara, Boston, MA
  411114 (Technical Sessions)
• 4:10 PM
  Surveying with Autonomous Underwater Vehicles: Lessons Learned for Trustworthy Seafloor Maps
  Bridgit Boulahanis, New York, NY
  411202 (Technical Sessions)
• 4:30 PM
  Revealing Hidden Structure in Elemental XRF Datasets with Unsupervised Non-Negative Matrix Factorization
  Jeffrey Pietras, Binghamton University, Binghamton, NY and Mari Kelley, Geotechnical Engineering and Geosciences Branch and Tyler Rust, San Francisco, CA
  411145 (Technical Sessions)
• 4:50 PM
  From Prediction to Understanding: XAI Applications for Shallow Groundwater Predictions across Texas Aquifers
  Ahmed Omar, Texas A&M University-Corpus Christi, Texas and Tianxing Chu, Texas A&M University-Corpus Christi, Texas and Dorina Murgulet, Texas A&M University-Corpus Christi, Texas and Chuntao Liu, Texas A&M University-Corpus Christi, Texas
  411185 (Technical Sessions)