Limits of active laser triangulation as an instrument for high precision plant imaging

Sensors (Switzerland)

Volumn 14, Issue 2, 2014, Pages 2489-2509

  Paulus, Stefan ^a   Eichert, Thomas ^a   Goldbach, Heiner E ^a   Kuhlmann, Heiner ^a  

^a UNIVERSITY OF BONN   (Germany)

Author keywords

Chlorophyll; High resolution 3D laser scanning; Optical properties of leaf surfaces; Plant leaves

Indexed keywords

3D LASER SCANNING; ACCURACY OF MEASUREMENTS; CHLOROPHYLL CONCENTRATION; LASER TRIANGULATION; LEAF CHLOROPHYLL CONTENT; LEAF SURFACES; NONINVASIVE METHODS; PLANT LEAVES;

CHLOROPHYLL; NONINVASIVE MEDICAL PROCEDURES; SENSORS; TRIANGULATION;

PLANTS (BOTANY);

EID: 84893682429     PISSN: 14248220     EISSN: None     Source Type: Journal    
DOI: 10.3390/s140202489     Document Type: Article

References (18)

1. Omasa, K.; Hosoi, F.; Konishi, A. 3D lidar imaging for detecting and understanding plant responses and canopy structure. J. Exp. Bot. 2007, 58, 881-898.
2. Biskup, B.; Scharr, H.; Schurr, U.; Rascher, U. A stereo imaging system for measuring structural parameters of plant canopies. Plant Cell Environ. 2007, 30, 1299-1308.
3. Frasson, R.P.D.M.; Krajewski, W.F. Three-dimensional digital model of a maize plant. Agric. For. Meteorol. 2010, 150, 478-488.
4. Hosoi, F.; Nakabayashi, K.; Omasa, K. 3-D Modeling of tomato canopies using a high-resolution portable scanning lidar for extracting structural information. Sensors 2011, 11, 2166-2174.
5. Liang, X.; Litkey, P.; Hyyppä, J.; Kaartinen, H.; Vastaranta, M.; Holopainen, M. Automatic stem mapping using single-scan terrestrial laser scanning. IEEE Trans. Geosci. Remote Sens. 2012, 50, 661-670.
6. Wagner, B.; Santini, S.; Ingensand, H.; Gärtner, H. A tool to model 3D coarse-root development with annual resolution. Plant Soil 2011, 346, 79-96.
7. Paulus, S.; Dupuis, J.; Mahlein, A.K.; Kuhlmann, H. Surface feature based classification of plant organs from 3D laserscanned point clouds for plant phenotyping. BMC Bioinforma. 2013, 14, doi: 10.1186/1471-2105-14-238.
8. Eitel, J.U.; Vierling, L.A.; Long, D.S. Simultaneous measurements of plant structure and chlorophyll content in broadleaf saplings with a terrestrial laser scanner. Remote Sens. Environ. 2010, 114, 2229-2237.
9. Hexagon Metrology: Technical Data Romer Infinite 2.0. Available online: http://www.hexagonmetrology.com.ar/en/romer-infinite-20_814.htm (accessed on 30 January 2014).
10. Hexagon Metrology: Technical Data Perceptron ScanWorks V5 for Romer. Available online: http://www.hexagonmetrology.com.ar/en/perceptron-scanworks-v5-for-romer_275.htm (accessed on 30 January 2014).
11. Donges, A.; Noll, R. Lasermeßtechnik. Grundlagen und Anwendungen; DE Hüthig: Heidelberg, Germany, 1993.
12. Porra, R.J.; Thompson, W.A.; Kriedemann, P.E. Determination of accurate extinction coefficients and simultaneous equations for assaying chlorophyll A and chlorolophyll B extracted with 4 different solvents: verification of the concentration of chlorophyll standards by atomic-absorbtion spectroscopy. Biochim. Biophys. Acta 1989, 975, 384-394.
13. Kaminuma, E.; Heida, N.; Tsumoto, Y.; Yamamoto, N.; Goto, N.; Okamoto, N.; Konagaya, A.; Matsui, M.; Toyoda, T. Automatic quantification of morphological traits via three-dimensional measurement of Arabidopsis. Plant J. Cell Mol. Biol. 2004, 38, 358-365.
14. Wei, G.; Shalei, S.; Bo, Z.; Shuo, S.; Faquan, L.; Xuewu, C. Multi-wavelength canopy LIDAR for remote sensing of vegetation: Design and system performance. J. Photogr. Remote Sens. 2012, 69, 1-9.
15. Fiorani, F.; Rascher, U.; Jahnke, S.; Schurr, U. Imaging plants dynamics in heterogenic environments. Curr. Opin. Biotechnol. 2012, 23, 227-235.
16. Mahlein, A.K.; Steiner, U.; Hillnhutter, C.; Dehne, H.W.; Oerke, E.C. Hyperspectral imaging for small-scale analysis of symptoms caused by different sugar beet diseases. Plant Methods 2012, 8, doi: 10.1186/1746-4811-8-3.
17. Pinter, P.J.; Hatfield, J.L.; Schepers, J.S.; Barnes, E.M.; Moran, M.S.; Daughtry, C.S.T.; Upchurch, D.R. Remote sensing for crop management. Photogr. Eng. Remote Sens. 2003, 69, 647-664.
18. Mahlein, A.K.; Oerke, E.C.; Steiner, U.; Dehne, H.W. Recent advances in sensing plant diseases for precision crop protection. Eur. J. Plant Pathol. 2012, 133, 197-209.