Environmental and soil data from encroached/unencroached Stipa tenacissima steppes from Spain

Environmental (coordinates, elevation, slope, aspect, mean annual rainfall and temperature) and soil (pH, organic carbon, total nitrogen, total phosphorus, soil respiration, potassium and nitrogen mineralization) variables at the microsite and site scales for Stipa tenacissima grasslands with and without sprouting shrubs in a gradient from central to southern Spain