Example maps from the publication: Nicholas R. Vaughn, Marcel König, Kelly L. Hondula, Dominica E. Harrison and Gregory P. Asner. 2024. Rapid Water Quality Mapping from Imaging Spectroscopy with a Superpixel Approach to Bio-Optical Inversion. Remote Sensing. (in press) Data: Maps of water quality and auxiliary information produced from Global Airborne Observatory (GAO) VSWIR Spectrometer data for five example sites: Site Island Date Collected Time Collected (24hr) Latitude Longitude 1. Pelekane Bay Hawaiʻi 30 October 2023 10:02 20.0243 −155.8256 2. East Kaho’olawe Kaho’olawe 22 January 2024 09:15 20.6027 −156.5638 3. Hilo Bay Hawaiʻi 15 January 2023 11:30 19.7353 −155.0636 4. Mā’alaea Bay Maui 22 January 2024 10:19 20.7805 −156.4842 5. South Moloka’i Moloka’i 7 January 2024 11:31 21.0866 −157.2159 There are 41 maps for each example site: A single 3-band true-color map of the example site for reference (Site_3band.tif) A single full-resolution water quality map produced using a bio-optical inversion model on each pixel (Site_PixelbyPixel.tif) For each of 13 different superpixel size settings (50px, 100px, 250px, 500px, 600px, 750px, 1000px, 1250px, 1500px, 2000px, 3000px, 4000px, 5000px), a map of the superpixel ID of each pixel (Site_Size_ClusterID.tif) For each of 13 different superpixel size settings, a superpixel-level map of water quality as estimated at the cluster level. (i.e., each pixel in a superpixel will have the same values, Site_Size_Cluster_Preds.tif) For each of 13 different superpixel size settings, a full-resolution water quality map produced by interpolation of the superpixel level maps in 4. above (Site_Size.tif) All files are in GeoTiff format using 32-bit floating point values. Most are compressed with the LZW algorithm. Maps are not georeferenced. No data value for map types 2-5 is -9999.