Using HydroShare Buckets to Access Resource Files

This resource provides code examples for working directly with HydroShare S3 buckets (also referred to as HydroShare cloud storage buckets or simply HydroShare buckets) to access and manage resource files, without the need to download them locally first. Working directly with S3 buckets can offer better performance.

This resource includes the following notebooks:
1- hydroshare_s3_bucket_access_examples.ipynb: Examples for working directly with HydroShare S3 buckets to access and manage resource files.
2- hs_bucket_access_gdal_example.ipynb: Examples for reading raster and shapefile directly from HydroShare S3 buckets using gdal.
3- hs_bucket_access_non_gdal_example.ipynb: Examples of using h5netcdf and xarray for reading netcdf files, rioxarray for reading raster files, and pandas for reading CSV files, all directly from HydroShare S3 buckets.