Discrimination between marls and limestones using intensity data from terrestrial laser scanner

Abstract Terrestrial Laser Scanner (TLS) is an active instrument widely used for physical surface acquisition and data modeling. TLS provides both the geometry and the intensity information of scanned objects depending on their physical and chemical properties. The intensity data can be used to discriminate different materials, since intensity is proportional, among other parameters, to the reflectance of the target at the specific wavelength of the laser beam. This article focuses on the TLS-based recognition of rocks in simple sedimentary successions mainly constituted by limestones and marls. In particular, a series of experiments with an Optech ILRIS 3D TLS was carried out to verify the feasibility of this application, as well as to solve problems in data acquisition protocol and data processing. Results indicate that a TLS intensity-based discrimination can provide reliable information about the clay content of rocks in clean outcrop conditions if the geometrical aspects of the acquisition (i.e. distance) are taken into account. Reflectance values of limestones, marls and clays show, both in controlled conditions and in the field, clear differences due to the interaction of the laser beam (having a 1535 nm wavelength) with H2O-bearing minerals and materials. Information about lithology can be therefore obtained also from real outcrops, at least if simple alternation of limestones and marls are considered. Comparison between reflectance values derived from TLS acquisition of an outcrop and the clay abundance curves obtained by gas chromatography on rock samples taken from the same stratigraphic section shows that reflectance is linked by an inverse linear relationship (correlation coefficient r = − 0.85 ) to the abundance of clay minerals in the rocks. Reflectance series obtained from TLS data are proposed as a tool to evaluate the variation of clay content along a stratigraphic section. The possibility of linking reflectance values to lithological parameters (i.e. clay content) could provide a tool for lithological mapping of outcrops, with possible applications in various fields, ranging from petroleum geology to environmental engineering, stratigraphy and sedimentology.

[1]  Giordano Teza,et al.  Effects of surface irregularities on intensity data from laser scanning: an experimental approach , 2008 .

[2]  J. Kemeny,et al.  Estimating three-dimensional rock discontinuity orientation from digital images of fracture traces , 2003 .

[3]  Chen Xu,et al.  Synthesis of material drying history: phenomenon modeling, transferring and rendering , 2005, NPH.

[4]  F. Cussó,et al.  Lambert emitters: a simple Monte-Carlo approach to optical diffusers , 1985 .

[5]  Yuriy Reshetyuk Investigation of the Influence of Surface Reflectance on the Measurements with the Terrestrial Laser Scanner Leica HDS 3000 , 2006 .

[6]  D. Lichti,et al.  Angular resolution of terrestrial laser scanners , 2006 .

[7]  O. Stephansson,et al.  Measuring fracture orientation at exposed rock faces by using a non-reflector total station , 2001 .

[8]  R. Hack,et al.  A METHOD FOR AUTOMATED DISCONTINUITY ANALYSIS OF ROCK SLOPES WITH 3D LASER SCANNING. , 2005 .

[9]  S. Slob,et al.  3D Terrestrial Laser Scanning as a New Field Measurement and Monitoring Technique , 2004 .

[10]  Richard D. Deveaux,et al.  Applied Smoothing Techniques for Data Analysis , 1999, Technometrics.

[11]  G. Hunt Visible and near-infrared spectra of minerals and rocks : I silicate minerals , 1970 .

[12]  Katsushi Ikeuchi,et al.  Simultaneous 2D images and 3D geometric model registration for texture mapping utilizing reflectance attribute , 2002 .

[13]  C. Kerans,et al.  Digital Outcrop Models: Applications of Terrestrial Scanning Lidar Technology in Stratigraphic Modeling , 2005 .

[14]  Robert N. Colwell,et al.  Manual of remote sensing , 1983 .

[15]  R. Hack,et al.  Method for Automated Discontinuity Analysis of Rock Slopes with Three-Dimensional Laser Scanning , 2005 .

[16]  Fabio Remondino From point cloud to surface , 2003 .

[17]  P. A. Cross,et al.  Lecture notes in Earth sciences: Vol. 12. S. Turner (Editor), Applied Geodesy VIII, Springer, Berlin, F.R.G., 1987, 393pp, DM78.00, ISBN 3 540 182195 , 1989 .

[18]  F. Loddo,et al.  The first terrestrial laser scanner application over Vesuvius: High resolution model of a volcano crater , 2007 .