I am using GDAL in Python to create a tiff raster of data that is originally from a shapefile. I have an auxillary data channel, which I would like to use to color the pixels of the tif. I have made sure that my data (yield_grid) is the same size and shape as my tif raster will be, but so far I am unable to get anything besides an all black square out of my raster. If anyone has a suggestion for what I might be doing wrong in assigning my data to my raster band I would appreciate the help
# Define pixel_size and NoData value of new raster pixel_size = 0.00005 NoData_value = -99 # Filename of input OGR file vector_fn = inShapeFile # Filename of the raster Tiff that will be created raster_fn = 'test.tif' # Open the data source and read in the extent source_ds = ogr.Open(vector_fn) source_layer = source_ds.GetLayer() source_srs = source_layer.GetSpatialRef() x_min, x_max, y_min, y_max = source_layer.GetExtent() # Create the destination data source x_res = int((x_max - x_min) / pixel_size) y_res = int((y_max - y_min) / pixel_size) # Get Driver and Create output target target_ds = gdal.GetDriverByName('GTiff').Create(raster_fn, x_res, y_res,1,gdal.GDT_Byte) # Set Geo Transform target_ds.SetGeoTransform((x_min, pixel_size, 0, y_max, 0, -pixel_size)) # Write array into raster band, normalize by max, and scale to 1024 target_ds.GetRasterBand(1).WriteArray(np.transpose(yield_grid/np.max(yield_grid))*1024) # Set Spatial reference and projection outRasterSRS = osr.SpatialReference() outRasterSRS.ImportFromEPSG(4326) target_ds.SetProjection(outRasterSRS.ExportToWkt()) #Flush Cache for raster band target_ds.GetRasterBand(1).FlushCache() # Printing raster band to make sure that I'm not crazy print target_ds.GetRasterBand(1).ReadAsArray() [[ 0 0 0 ..., 39 2 0][ 0 0 0 ..., 80 37 0] [ 0 0 0 ..., 85 32 0] ..., [ 0 58 119 ..., 0 0 0] [ 0 0 82 ..., 0 0 0] [ 0 0 0 ..., 0 0 0]] The output at the end of the code shows that I am in fact putting values into the raster band, but I'm not sure why the tiff isn't showing any colors.
أكثر...
# Define pixel_size and NoData value of new raster pixel_size = 0.00005 NoData_value = -99 # Filename of input OGR file vector_fn = inShapeFile # Filename of the raster Tiff that will be created raster_fn = 'test.tif' # Open the data source and read in the extent source_ds = ogr.Open(vector_fn) source_layer = source_ds.GetLayer() source_srs = source_layer.GetSpatialRef() x_min, x_max, y_min, y_max = source_layer.GetExtent() # Create the destination data source x_res = int((x_max - x_min) / pixel_size) y_res = int((y_max - y_min) / pixel_size) # Get Driver and Create output target target_ds = gdal.GetDriverByName('GTiff').Create(raster_fn, x_res, y_res,1,gdal.GDT_Byte) # Set Geo Transform target_ds.SetGeoTransform((x_min, pixel_size, 0, y_max, 0, -pixel_size)) # Write array into raster band, normalize by max, and scale to 1024 target_ds.GetRasterBand(1).WriteArray(np.transpose(yield_grid/np.max(yield_grid))*1024) # Set Spatial reference and projection outRasterSRS = osr.SpatialReference() outRasterSRS.ImportFromEPSG(4326) target_ds.SetProjection(outRasterSRS.ExportToWkt()) #Flush Cache for raster band target_ds.GetRasterBand(1).FlushCache() # Printing raster band to make sure that I'm not crazy print target_ds.GetRasterBand(1).ReadAsArray() [[ 0 0 0 ..., 39 2 0][ 0 0 0 ..., 80 37 0] [ 0 0 0 ..., 85 32 0] ..., [ 0 58 119 ..., 0 0 0] [ 0 0 82 ..., 0 0 0] [ 0 0 0 ..., 0 0 0]] The output at the end of the code shows that I am in fact putting values into the raster band, but I'm not sure why the tiff isn't showing any colors.
أكثر...