Big performance difference reading shapefiles between QGIS and R

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I'm trying to read the belgian landuse ESRI shapefile from geofabrik.de:

http://download.geofabrik.de/europe/belgium.html

In QGIS it's just a matter of seconds, but in R using the readOGR function my RAM (4gbs) fills and the file is never actually stored in memory.

Is there a better way?



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