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**Description** The Odor2Action Network HDF5 Odor Plume Data Package contains two datasets (air and water) along with detailed metadata. These data were acquired using the planar laser-induced fluorescence (PLIF) technique, and consist of time stacks of 2D grayscale images. **Details** Pixel intensity maps to normalized odor concentrations for a passive (non-reacting) odorant released into a mildly turbulent, low-speed ambient air or water flow. Different odor plume datagroups represent variations in experimental conditions such as the working fluid, mean ambient flow speed, and odor release conditions. Odor2Action Network odor plume datagroups that are available to end users are summarized on the metadata table and described in detail on our HDF5 Odor Plume Data User Guide. Please contact us with any questions or data requests. **Funding** NSF IdeasLab PHY 1555862; NSF NeuroNex DBI 2014217
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