Interactive Web App of HDF data

I am looking for a Python based solution for developing a web application of interactive maps of remote sensing data stored in HDF5 files. Ideally, users could select a region (either via drop down or bounding box), time range, and data parameter, then that data would be displayed on a map. Any recommended platforms?