Interpolation of soil properties from geostatistical priors and DCT-based compressed sensing

•Compressed sensing can be an alternative interpolation method for soil properties.•The CS interpolation is sensitive and reflects measurements realistically.•Geostatistical prior restricts transform domain searching space reasonably.•Adjustment of regularized parameter contributes to accurate and real results.