Dalton D Lunga Group Lead & Senior Research Scientist Contact lungadd@ornl.gov | 865.574.8444 All Publications A five-year milestone: reflections on advances and limitations in GeoAI research... Chapter "GeoAI for Humanitarian Assistance" in Book "Handbook of Geospatial Artificial Intelligence" Scaling Automatic Vector Data Alignment to Satellite Imagery... An Agenda for Multimodal Foundation Models for Earth Observation... Towards Geospatial Knowledge Graph Infused Neuro-Symbolic AI for Remote Sensing Scene Understanding TOWARDS RAPID RESPONSE UPDATES OF POPULATIONS AT RISK Providing Geospatial Intelligence through a Scalable Imagery Pipeline... Post-Invasion Damage Assessment: Ukraine’s Crop Storage Infrastructure Semi-automated Design of Artificial Intelligence Earth Science Models... Embedding Ethics and Trustworthiness for Sustainable AI in Earth Sciences: Where Do We Begin?... Model Assumptions and Data Characteristics: Impacts on Domain Adaptation in Building Segmentation... 2021 GeoAI Workshop Report: The Trillion Pixel Challenge... FAIR Interfaces for Geospatial Scientific Data Searches... ReSFlow: A Remote Sensing Imagery Data-Flow for Improved Model Generalization... Computer-aided Abnormality Detection in Chest Radiographs in a Clinical Setting via Domain-adaptation Large-Scale Classification of Urban Structural Units From Remote Sensing Imagery... Mapping Human Dynamics... Sampling Subjective Polygons for Patch-Based Deep Learning Land-Use Classification in Satellite Images... Learning to Count Grave Sites for Cemetery Observation Models With Satellite Imagery... Toward Large-Scale Image Segmentation on Summit... Accounting for Training Data Error in Machine Learning Applied to Earth Observations... Apache Spark Accelerated Deep Learning Inference for Large Scale Satellite Image Analytics Artificial Intelligence Tools and Platforms for GIS... The Trillion Pixel GeoAI Challenge Workshop... Towards Misregistration-Tolerant Change Detection using Deep Learning Techniques with Object-Based Image Analysis... Pagination Current page 1 Page 2 Next page ›› Last page Last » Key Links ORCID Organizations National Security Sciences Directorate Geospatial Science and Human Security Division Geographic Data Science Section GeoAI Group