Multimodal Raster Data for the Pine Lake-Middle Salt Creek Watershed

This dataset contains a collection of co-registered, multimodal raster data for the HUC12 071300090405 (Pine Lake-Middle Salt Creek) watershed. The data has been pre-processed and clipped to a common rectangular extent to ensure spatial alignment, making it suitable for machine learning applications. The dataset includes four modalities: Digital Elevation Model (DEM): 10m resolution, derived from USGS 3DEP. Synthetic Aperture Radar (SAR): 10m resolution. Optical: 30m resolution multispectral data from Landsat. Thermal: 30m resolution thermal data from Landsat. This dataset was created for a tutorial on how to process multimodal remote sensing data for machine learning.