Determining the limits of traditional box-counting fractal analysis in leaf complexity studies

•Plant leaves are considered as natural fractals.•Self-similar patterns in plant leaves are absent over the complete range of scales.•Traditional box-counting fractal analysis is area dependent and fails to capture the lacunarity.•The study makes plant scientists aware of the uncertainties in plant leaves' traditional box-counting fractal analysis.