Jonathan,

The GDAL build that comes with rasterio must have only JP2OpenJPEG enabled (the 
error 
with opj_decode() comes from that driver), whereas the GDAL build in QGIS has 
also JP2ECW, 
which is used in priority.

The file is large. It would be interesting to know if it is tiled. If you do 
"gdalinfo --format 
FILENAME.jp2 --config GDAL_SKIP JP2ECW", and look at the beginning of the 
output, you 
should see lines like

OPENJPEG: nTileW = XXXX
OPENJPEG: nTileH = XXXX

which values are reported ?

If it is tiled (values <= 2048 let's say), this should normally work. Openjpeg 
will have more 
difficulties with single-tile JPEG2000 files, although latest versions (2.3.1) 
have seen 
improvements in that regard

Even

-- 
Spatialys - Geospatial professional services
http://www.spatialys.com
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