DOE OSTI · code-182016
Adapt: A Weather Radar Data Analysis and Nowcasting Platform for Informed Adaptive Scanning
Abstract
SF-26-021 Adapt is a data processing platform for real-time data analysis, short term prediction of targets convective cells and tracking for archived data. It provides tools for downloading, processing, segmenting, projecting, analyzing, and visualizing storm cell data from weather radar. The pipeline includes cell detection, motion estimation using optical flow, cell property extraction, and persistence to NetCDF and SQLite/Parquet for guiding adaptive scanning.
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Raut, Bhupendra Ashokrao [Argonne National Laboratory (ANL), Argonne, IL (United States)], Gupta, Siddant [Argonne National Laboratory (ANL), Argonne, IL (United States)], Theisen, Adam [Argonne National Laboratory (ANL), Argonne, IL (United States)], Collis, ScottM [Argonne National Laboratory (ANL), Argonne, IL (United States)], Hickmon, NickiL [Argonne National Laboratory (ANL), Argonne, IL (United States)], Sherman, ZacharyScot [Argonne National Laboratory (ANL), Argonne, IL (United States)]. 2026-04-07. Adapt: A Weather Radar Data Analysis and Nowcasting Platform for Informed Adaptive Scanning. https://doi.org/10.11578/dc.20260529.11
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