Conference Agenda

Ocean Target Discrimination in SAR Imagery through Machine Learning: Towards a Fully Automated Approach

Maria Yulmetova, Murilo Silva, Pradeep Bobby, Kelley Dodge

Is Pre-Training Enough? Towards Multi-Task Foundation Models for Sea Ice Classification

Javier Noa Turnes, Muhammed Patel, Fernando J. Pena Cantu, Linlin Xu, David A. Clausi

Automated Iceberg Detection in RADARSAT Constellation Mission (RCM) Imagery

Abigail Dalton, Lynn Pogson, Mélanie Lacelle, Benjamin Deschamps

Automatic Segmentation of SAR imagery Using Mixture Models

Zahra Jafari, Pradeep Bobby, Rocky Taylor, Ebrahim Karami

Cross - Sectional Morphology of Sea Ice features from IPS observations across the Newfoundland and Labrador shelf

Alka Dash, Rocky Taylor, Ian D. Turnbull

Toward a Unified Geospatial Intelligence Framework Utilizing Edge Computing, IoT, and Multimodal Generative AI for Climate Risk Mitigation and Adaptive Evacuation Planning

Truong Thanh Hung Nguyen, Hung Cao

A Theoretical Framework for Environmental Similarity and Vessel Mobility as Coupled Predictors of Marine Invasive Species Pathways

Gabriel Spadon, Vaishnav Vaidheeswaran, Claudio DiBacco

Congestion-aware multi-agent reinforcement learning for wildfire evacuation routing

Bahareh Raei, Reza Safarzadeh, Xin Wang

Exploring Bus Stop Passenger Ridership Using explainable Machine Learning

Ge Cui

Advancing Geospatial Analysis with Foundation Models and LLMs in ArcGIS

Mohamed Ahmed

A Multi-Stage Framework for Remote Sensing-Based Detection of Mining Disturbances Across British Columbia to Inform Salmon Habitat Conservation

Chen Shang, Olivier Tsui, Marc Porter, François-Nicolas Robinne

Compact Polarimetry Data for Estimation of Relative Oil Thickness

Gordon Staples, Ji Chen

Automatic detection of eelgrass (Zostera marina) from multispectral satellite data along Canada’s Pacific coast to support conservation and restoration efforts

Anne Webster, Weigang Tang, Maycira Costa, Nic Dedeluk, Olivier Tsui

Autonomous Driving in a GNSS-Denied Environment using Real-Time Sensor Fusion

Elena Liang, Xue-Fen Zhang, Jason Kun, Benjamin Brunson, Vi Huynh, Mohamed Mostafa

Integrated Multi-Sensor Data Fusion from Land, Air, and Marine Platforms for Enhanced Geospatial Mapping

Michael Koterba, Mohamed Mostafa

From Satellites to Grain Elevators: using NDVI-based Indices to reduce Price Discovery Gaps in non-Futures Prairie Crop Markets

Samuel Scott

Simultaneous LiDAR & Trajectory Data Optimization for Mobile Mapping Systems in GNSS-Denied Environments

Mohamed Mostafa, Vi Huynh