Abstract
PURPOSE: Myopia is associated with increased near-work, time spent indoors, and urban environments. This may in part stem from the spatial frequency (SF) composition of the visual environment in such scenarios compared to nature. We investigated the SF content of natural and man-made environments and how the relative contrast experienced may be affected by viewing distance. DESIGN: Experimental study of environmental contrast. SUBJECTS PARTICIPANTS AND CONTROLS: Digital images (n = 594) from natural, mixed-urban, urban, and indoor environments across Singapore. METHODS: The fast Fourier transform was computed and radially averaged, and the slope of the amplitude spectra with SF was determined. The total contrast energy within each SF octave (f-2f) was measured to determine exposure deficits between environments and whether environmental contrast was scale invariant (unaffected by changes in viewing distance). MAIN OUTCOME MEASURES: Environment differences in SF gradient, total contrast, and scale invariance. RESULTS: As expected, indoor environments displayed the steepest SF gradients at -1.36 ± 0.1, more than urban (-1.22 ± 0.1, P < 0.01), mixed-urban (-1.09 ± 0.1, P < 0.01), and natural (-1.00 ± 0.1, P < 0.01) environments. Specifically, mixed-urban, urban, and indoor environments all lacked contrast at middle and higher SFs compared with natural scenes (P < 0.01 each). Contrast energy/octave was approximately equal for natural environments, signifying the relative SF composition was scale invariant. This was not true for man-made environments. Contrast energy/octave decreased as a function of SF in mixed-urban, urban, and most rapidly in indoor environments (P < 0.001 each), meaning the total contrast experienced in such environments is directly dependent on viewing distance. Consequently, halving viewing distance when indoors would reduce total perceived middle SF contrast by 35%, despite indoor environments already being deficient compared to nature. CONCLUSIONS: The SF content of natural environments is consistent regardless of viewing distance, signifying scale invariance. This does not apply in man-made environments where contrast at all SFs directly depends on viewing distance. This implies that shorter viewing distances in man-made environments further exacerbate inherent deficits in middle and higher SF contrast, and thus these environments may fail to stimulate the eye with sufficient contrast compared to natural environments, possibly explaining why such environments induce myopia. FINANCIAL DISCLOSURES: The authors have no proprietary or commercial interest in any materials discussed in this article.