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Open source GIS and R

Dear list members,

I am an ecologist interested in spatial and landscape ecology and a user 
of ArcView 3.3 with little experience in ArcGis but I would like to 
migrate to an open source GIS with an interface with R.
I know that there are several options: QGIS, SAGA, GRASS, Illwis.

What will be the best option of these or other alternatives?

Best,

Manuel