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  The large GDAL community now can easily access and transform arbitrary N-dimensional dataset that can be found in netCDF and HDF. The new GDAL 3.1 multidimensional APIs and tools also supports group hierarchy so users can unambiguously extract and subset data.

   This   Any NASA HDF data product that has transposed X and Y dimension can benefit from the new GDAL 3.1 capability.  This new capability is already tested through SDT project and proven to work with in cloud as well. For example, creating GeoTIFF image from MOPITT 5D dataset in a large (32G~30G) TERRA FUSION granule that resides on AWS S3 like TERRA FUSION sample datawas possible through the new gdalmdimtranslate command line tool.

 RecommendationRecommendation

  Data transformation can be done independently from arcpy or any other Esri software. Using the latest GDAL python or CLI is recommended for transformation if arcpy lacks what the latest GDAL can provide.

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