# -*- coding: utf-8 -*- """ HyTools: Hyperspectral image processing library Copyright (C) 2021 University of Wisconsin Authors: Adam Chlus, Zhiwei Ye, Philip Townsend. This program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, version 3 of the License. This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details. You should have received a copy of the GNU General Public License along with this program. If not, see . NEON AOP HDF opener """ import h5py import numpy as np def open_neon(hy_obj, no_data = -9999): """Load and parse NEON formated HDF image into a HyTools file object. Args: src_file (str): pathname of input HDF file. no_data (float, optional): No data value. Defaults to -9999. Returns: HyTools file object: Populated HyTools file object. """ hdf_obj = h5py.File(hy_obj.file_name,'r') hy_obj.base_key = list(hdf_obj.keys())[0] metadata = hdf_obj[hy_obj.base_key]["Reflectance"]["Metadata"] data = hdf_obj[hy_obj.base_key]["Reflectance"]["Reflectance_Data"] hy_obj.projection = metadata['Coordinate_System']['Coordinate_System_String'][()].decode("utf-8") hy_obj.map_info = metadata['Coordinate_System']['Map_Info'][()].decode("utf-8").split(',') hy_obj.transform = (float(hy_obj.map_info [3]),float(hy_obj.map_info [1]),0,float(hy_obj.map_info [4]),0,-float(hy_obj.map_info [2])) hy_obj.fwhm = metadata['Spectral_Data']['FWHM'][()] hy_obj.wavelengths = metadata['Spectral_Data']['Wavelength'][()] hy_obj.wavelength_units = metadata['Spectral_Data']['Wavelength'].attrs['Units'] hy_obj.lines = data.shape[0] hy_obj.columns = data.shape[1] hy_obj.bands = data.shape[2] hy_obj.bad_bands = np.array([False for band in range(hy_obj.bands)]) hy_obj.no_data = no_data hy_obj.anc_path = {'path_length': ['Ancillary_Imagery','Path_Length'], 'sensor_az': ['to-sensor_Azimuth_Angle'], 'sensor_zn': ['to-sensor_Zenith_Angle'], 'solar_az': ['Logs','Solar_Azimuth_Angle'], 'solar_zn': ['Logs','Solar_Zenith_Angle'], 'slope': ['Ancillary_Imagery','Slope'], 'aspect':['Ancillary_Imagery','Aspect'], 'aod': ['Ancillary_Imagery','Aerosol_Optical_Depth'], 'sky_view': ['Ancillary_Imagery','Sky_View_Factor'], 'illum_factor': ['Ancillary_Imagery','Illumination_Factor'], 'elevation;': ['Ancillary_Imagery','Smooth_Surface_Elevation'], 'cast_shadow': ['Ancillary_Imagery','Cast_Shadow'], 'dense_veg': ['Ancillary_Imagery','Dark_Dense_Vegetation_Classification'], 'visibility_index': ['Ancillary_Imagery','Visibility_Index_Map'], 'haze_water_cloud': ['Ancillary_Imagery','Haze_Water_Cloud_Map'], 'water_vapor': ['Ancillary_Imagery','Water_Vapor_Column']} return hy_obj