Assessment of terrestrial laser scanning technology for obtaining high‐resolution DEMs of soils

Terrestrial Laser Scanners (TLS) provide a non‐contact method to measure soil microtopography of relatively large surface areas. The appropriateness of the technology in relatation to the derived Digital Elevation Models (DEM) however has not been reported. The suitability of TLS for soil microtopography measurements was tested on‐field for three large soil surface areas in agricultural fields. The acquired point clouds were filtered with a custom cloud import algorithm, and converted into digital elevation models (DEM) of different resolutions. To assess DEM quality, point clouds measured from different viewpoints were statistically compared. The statistical fit between point clouds from different viewpoints depends on spatial resolution of the DEM. The best results were obtained at the higher resolutions (0.02 to 0.04 cm), where less than 5 % of the grid cells showed significant differences between one viewpoint and the next (p < 0.01). Copyright © 2012 John Wiley & Sons, Ltd.

[1]  B. Mandelbrot How Long Is the Coast of Britain? Statistical Self-Similarity and Fractional Dimension , 1967, Science.

[2]  J. Y. Wang,et al.  Soil Roughness Changes from Rainfall , 1987 .

[3]  Jan Feyen,et al.  Estimation of depression storage and Manning's resistance coefficient from random roughness measurements , 1992 .

[4]  Joe M. Bradford,et al.  Applications of a Laser Scanner to Quantify Soil Microtopography , 1992 .

[5]  Zhilin Li,et al.  Theoretical models of the accuracy of digital terrain models: an evaluation and some observations , 1993 .

[6]  F. J. Watts,et al.  Effects of Surface Roughness and Rainfall Impact on Overland Flow , 1995 .

[7]  A. D. Roo,et al.  LISEM: a single-event physically based hydrological and soil erosion model for drainage basins; I: theory, input and output , 1996 .

[8]  K. Kraus,et al.  Determination of terrain models in wooded areas with airborne laser scanner data , 1998 .

[9]  Katharina Helming,et al.  Surface Roughness Related Processes of Runoff and Soil Loss: A Flume Study , 1998 .

[10]  Katharina Helming,et al.  Soil roughness and overland flow , 2000 .

[11]  Contrasting effects of surface roughness on erosion and runoff. , 2001 .

[12]  Vijay P. Singh,et al.  Effect of Microtopography, Slope Length and Gradient, and Vegetative Cover on Overland Flow Through Simulation , 2004 .

[13]  Chi-Hua Huang,et al.  Does soil surface roughness increase or decrease water and particle transfers , 2005 .

[14]  A. Klik,et al.  Soil surface roughness measurement—methods, applicability, and surface representation , 2005 .

[15]  U. D. Perdok,et al.  Characterisation of Soil Profile Roughness , 2005 .

[16]  Gottfried Mandlburger,et al.  Local accuracy measures for digital terrain models , 2006 .

[17]  Y. Martin,et al.  Centimetre-scale digital representations of terrain and impacts on depression storage and runoff , 2008 .

[18]  M. A. Aguilar,et al.  Off-the-shelf laser scanning and close-range digital photogrammetry for measuring agricultural soils microrelief , 2009 .

[19]  M. Kuhnert,et al.  Spatiotemporal variations of soil surface roughness from in-situ laser scanning , 2009 .

[20]  J. Miranda,et al.  A multifractal approach to characterize cumulative rainfall and tillage effects on soil surface micro-topography and to predict depression storage , 2010 .

[21]  Mitsuhiro Inoue,et al.  Using digital photogrammetry to monitor soil erosion under conditions of simulated rainfall and wind , 2010 .

[22]  Derek D. Lichti,et al.  Registration and Calibration , 2010 .

[23]  Alexander L. Densmore,et al.  Detection of surface change in complex topography using terrestrial laser scanning: application to the Illgraben debris‐flow channel , 2011 .

[24]  Jesús Álvarez-Mozos,et al.  Implications of scale, slope, tillage operation and direction in the estimation of surface depression storage , 2011 .

[25]  Evaluation of remotely‐sensed DEMs and modification based on plausibility rules and initial sediment budgets of an artificially‐created catchment , 2012 .

[26]  Damià Vericat,et al.  Through‐water terrestrial laser scanning of gravel beds at the patch scale , 2012 .