Daniel Adams Associate Research & Development Scientist / Geospatial Scientist Contact ADAMSDS@ORNL.GOV All Publications Chapter "GeoAI for Humanitarian Assistance" in Book "Handbook of Geospatial Artificial Intelligence" A segmented approach to modeling building height: Delineating high-rise and low-rise buildings for enhanced height estimation Machine Learning of Building Characteristics for Probabilistic and Uncertainty-Aware Population Estimates in Environmental Science TERRA-POPULUS V0.1: A PYTHON LIBRARY FOR LANDSCAN HIGH-DEFINITION POPULATION ANALYSIS AND MODELING... Detecting Important Drivers of Gridded Population Modeling With Machine Learning... At Risk Population Estimates for Belarus, Poland and Slovakia with Machine Learning SIGHT: Stacked Integration of Geospatial Hierarchical Typologies for Inferring Building Characteristics... Multivariate Testing of Sampling Techniques to Address Class Imbalance in Building Use Type Classification... 2023-2024 Technical Report: Updates to USA Structures Inferring building height from footprint morphology data A baseline structure inventory with critical attribution for the US and its territories Empirically Categorizing the Built Environment in Relation to Height Decoding Ethiopian Abodes: Towards Classifying Buildings by Occupancy Type Using Footprint Morphology Community size-spectra applied to recreational freshwater fisheries in Puerto Rican reservoirs USA Structures Phase 2 Technical Report Key Links Google Scholar ORCID LinkedIn Organizations National Security Sciences Directorate Geospatial Science and Human Security Division Human Dynamics Section Human Geography Group
