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Vision-Based Terrestrial Surface Monitoring

  • Gerhard PaarEmail author
  • Niko Benjamin Huber
  • Arnold Bauer
  • Michael Avian
  • Alexander Reiterer
Chapter

Abstract

The monitoring of geo-risk areas is getting more and more importance due to increasing damage caused by hazardous events such as rock slides, as a result of the environmental change. Terrestrial long-range sensing (up to several kilometres of distance between sensor and target region) is a valuable means for monitoring such sites using non-signalized targets in high resolution, which is necessary to detect regions, amount, direction and trends of motion early enough to take risk mitigation measures. The technology to realize such a sensing strategy combines various fields of research, such as sensor technology, surveying, computer vision and geological sciences. This chapter describes two vision-based sensing techniques suited for terrestrial surface monitoring (terrestrial laser scanning, and image-based tacheometers), and their sensing strategies, data processing and data exploitation issues. Examples for monitoring frameworks are given, and technical and engineering solutions are described. A set of applications from permafrost, glacier and snow cover monitoring, as well as rock fall site monitoring shows the relevance, technologic maturity and limits of existing approaches. Rock falls and other geo-hazards being the major fields of application for such systems, the chances of saving lives, protecting infrastructure and habitats and avoiding injury to field personnel are increased so that the better and more accurate event can be monitored. The research and technology described in this chapter will help the surveying, photogrammetry and computer vision community fighting global warming impacts.

Keywords

Terrestrial laser scanning Image-based tacheometers Digital surface model Point tracking Deformation monitoring Rock glacier movement Glacier change monitoring Snow avalanche prediction Geo-risk monitoring 

Notes

Acknowledgments

The content of this chapter was produced in multiple research projects which deserve further mentioning. Namely the i-MeaS—“An Intelligent Image-Based Measurement system for Geo-Hazard Monitoring” project (info.tuwien.ac.at/ingeo/research/imeas) which is funded by the Austrian Science Fund (Fond zur Förderung der wissenschaftlichen Forschung Österreich, FWF) (project number: L514), the project ALPCHANGE (www.alpchange.at) also funded by the FWF (project number P18304-N10) and the “K plus program” of “K plus Competence Center Advanced Computer Vision” together with FWF Project P14664. Furthermore we kindly acknowledge the help of Viktor Kaufmann (Institute of Remote Sensing and Photogrammetry, Graz University of Technology) for providing data from geodetic surveys and kindly reviewing this chapter. Viktor Kaufmann, Gerhard Karl Lieb, Andreas Kellerer-Pirklbauer-Eulenstein and Herwig Proske provided valuable source material from related publications, this is very much appreciated. We also thank students of the Institute of Geography and Regional Science, University of Graz and the Institute of Remote Sensing and Photogrammetry, Graz University of Technology, Austria as well as several volunteers of the National Park Hohe Tauern for their support during field campaigns. Last but not least we thank our important research partners and funding sources Joanneum Research (www.joanneum.at) and Dibit Messtechnik GmbH (www.dibit-scanner.at).

References

  1. Abellán A, Jaboyedoff M, Oppikofer T, Vilaplana JM (2009) Detection of millimetric deformation using a terrestrial laser scanner: experiment and application to a rockfall event. Nat Hazards Earth Syst Sci 9:365–372CrossRefGoogle Scholar
  2. Alba M, Bernardini G, Giussani A, Ricci PP, Roncoroni F, Scaioni M, Valgoi P, Zhang K (2008) Measurement of dam deformations by terrestrial interferometric techniques. Int Arch Photogramm Remote Sens Spat Inf Sci XXXVII (part B1):133–139Google Scholar
  3. Auer I, Böhm R, Leymüller M, Schöner W (2002) Das Klima des Sonnblicks—Klimaatlas and Klimageographie der GAW-Station Sonnblick einschließlich der umgebenden Gebirgsregion. Österreichische Beiträge zur Meteorologie und Geophysik 28:305Google Scholar
  4. Avian M, Bauer A (2005) The use of long range laser scanners in terrestrial monitoring of glacier dynamics, Pasterze glacier (Hohe Tauern, Austria). Geophys Res Abstr 7:06779 (European Geosciences Union General Assembly, Vienna, Austria. 24–29 Apr 2005)Google Scholar
  5. Avian M, Kaufmann V, Lieb GK (2005a) Recent and Holocene dynamics of a rock glacier system: the example of Langtalkar (Central Alps, Austria). Nor J Geogr 59:149–156CrossRefGoogle Scholar
  6. Avian M, Bauer A, Lieb GK (2005b) Monitoring modification of alpine environments: new techniques and perspectives. In: 3rd symposium of the Hohe Tauern National Park for research in protected areas, Kaprun, Salzburg, 15–17 Sept 2005Google Scholar
  7. Baltsavias EP, Favey E, Bauder A, Boesch H, Pateraki M (2001) Digital surface modelling by airborne laser scanning and digital photogrammetry for glacier monitoring. Photogramm Rec 17(98):243–273CrossRefGoogle Scholar
  8. Bauer A, Paar G (1999) Elevation modeling in real time using active 3D sensors. In: Proceedings of the 23rd workshop of the Austrian association for pattern recognition, AAPR, Robust vision for industrial applications 1999, Steyr, Austria, 27–28 May 1999, Schriftenreihe der Österreichischen Computer Gesellschaft, vol 128, pp 89–98Google Scholar
  9. Bauer A, Paar G (2004) Monitoring von Schneehöhen mittels terrestrischem Laserscanner zur Risikoanalyse von Lawinen. In: Proceedings of the 14th international course on engineering surveying, Zurich, Switzerland, 15–19 Mar 2004Google Scholar
  10. Bauer A, Paar G, Kaufmann V (2003) Terrestrial laser scanning for rock glacier monitoring. In: Phillips M, Springman SM, Arenson LU (eds) Proceedings of the 8th international permafrost conference, Zurich, pp 55–60Google Scholar
  11. Bauer A, Kellerer-Pirklbauer A, Avian M, Kaufmann V (2005a) Five years of monitoring the front slope of the highly active Hinteres Langtal rock glacier using terrestrial laser scanning: a case study in the Central Alps, Austria, Terra Nostra. In: 2nd European conference on Permafrost, vol 91, PotsdamGoogle Scholar
  12. Bauer A, Paar G, Kaltenböck A (2005b) Mass movement monitoring using terrestrial laser scanner for rock fall management. In: Proceedings of the 1st international symposium on geo-information for disaster management, Delft, The Netherlands. Springer, Berlin, pp 393–406Google Scholar
  13. Bauer J, Sünderhauf N, Protzel P (2007) Comparing several implementations of two recently published feature detectors. In: Proceedings of the international conference on intelligent and autonomous systems, IAV, ToulouseGoogle Scholar
  14. Bay H, Ess A, Tuytelaars T, Van Gool L (2008) SURF: speeded up robust features. Comput Vis Image Underst 110(3):346–359CrossRefGoogle Scholar
  15. Benn DI, Evans DJA (1998) Glaciers and glaciation. Arnold, London, p 734Google Scholar
  16. Bitelli G, Dubbini M, Zanutta A (2004) Terrestrial laser scanning and digital photogrammetry techniques to monitor landslide bodies. In: Proceedings of the XXth ISPRS congress, vol XXXV, part B5, Istanbul, pp 246–251Google Scholar
  17. Bodin X, Schoeneich P, Jaillet S (2008) High resolution DSM extraction from terrestrial LIDAR topometry and surface kinematics of the creeping alpine permafrost: the Laurichard Rockglacier case study (French Southern Alps). In: Kane DL, Hinkel KM (eds) Ninth international conference on permafrost, Institute of Northern Engineering, University of Alaska at Fairbanks, vol 1, pp 137–142Google Scholar
  18. Delaloye R, Perruchoud E, Avian M, Kaufmann V, Bodin X, Ikeda A, Hausmann H, Kääb A, Kellerer-Pirklbauer A, Krainer K, Lambiel C, Mihajlovic D, Staub B, Roer I, Thibert E (2008) Recent interannual variations of Rockglaciers creep in the European Alps. In: 9th international conference on permafrost, Fairbanks, Alaska, 29 June–03 July 2008, pp 343–348Google Scholar
  19. Dorren L (2003) A review of rock fall mechanics and modelling approaches. Prog Phys Geogr 27(1):69–87CrossRefGoogle Scholar
  20. Fischer A, Span N (2005) A volume inventory of glaciers in the Austrian Alps. European Geosciences Union (EGU), second assembly, Vienna, 24–29 Apr 2005, CD-ROMGoogle Scholar
  21. Geist T, Lutz E, Stötter J (2003) Airborne laser scanning technology and its potential for applications in glaciology. In: Proceedings of the ISPRS workshop on 3-D reconstruction from airborne laserscanner and INSAR data, Dresden, pp 101–106Google Scholar
  22. hds.leica-geosystems.com (2010) Official web-site of Leica Geosystems. Accessed 29 Jan 2010
  23. Hsiao KH, Yu MF, Liu JK, Tseng YH (2003) Change detection of landslide terrains using ground-based lidar data. In: Proceedings of 2003 annual symposium of the society of Chinese association of geographic informationGoogle Scholar
  24. Jaboyedoff M, Ornstein P, Rouiller JD (2004) Design of a geodetic database and associated tools for monitoring rock-slope movements: the example of the top of Randa rock fall scar. Nat Hazards Earth Syst Sci 4:187–196Google Scholar
  25. Kääb A (2002) Monitoring high-mountain terrain deformation from digital aerial imagery and ASTER data. ISPRS J Photogramm Remote Sens 57:39–52 (1–2 Novemb 2002)Google Scholar
  26. Kääb A, Kaufmann V, Ladstädter R, Eiken T (2003) Rock glacier dynamics: implications from high-resolution measurements of surface velocity fields. In: Proceedings of the eighth international conference on permafrost, vol 1, 21–25 July 2003, Zurich, Switzerland, pp 501–506Google Scholar
  27. Kane WF, Beck TJ (2000) Instrumentation practice for slope monitoring. In: Engineering geology practice in Northern California. association of engineering geologists Sacramento and San Francisco sectionsGoogle Scholar
  28. Kaufmann V, Ladstaedter R (2000) Spatio-temporal analysis of the dynamic behaviour of the Hochebenkar rock glaciers (Oetztal Alps, Austria) by means of digital photogrammetric methods. In: Proceedings of the 6th international symposium on high mountain remote sensing cartography, Grazer Schriften der Geographie und Raumforschung, Band 37, Institute of Geography and Regional Sciences, University of Graz, pp 119–139Google Scholar
  29. Kaufmann V, Ladstaedter R (2003) Quantitative analysis of rock glacier creep by means of digital photogrammetry using multi-temporal aerial photographs: two case studies in the Austrian Alps. In: Proceedings of the eighth international conference on permafrost, vol 1, 21–25 July, Zurich, Switzerland. Balkema Publishers, Rotterdam, pp 525–530Google Scholar
  30. Kaufmann V, Ladstädter R (2004a) Documentation of the movement of the Hinteres Langtalkar rock glacier. In: Proceedings of the 20th congress of the international society for photogrammetry and remote sensing, vol 35, part B7, Istanbul, Turkey, 12–23 July 2004, IAPRS, pp 893–898Google Scholar
  31. Kaufmann V, Ladstädter R (2004b) Terrestrisch-photogrammetrische Dokumentation des Gletscherrückgangs am Gößnitzkees (Schobergruppe, Nationalpark Hohe Tauern). Pangeo 2004, Graz, 24–26 Sept 2004, Beitrags-Kurzfassungen, Erdwissenschaften und Öffentlichkeit, vol 9, pp 240–242Google Scholar
  32. Kaufmann V, Ladstädter R (2004c) Documentation of the retreat of a small debris-covered cirque glacier Goessnitzkees, Austrian Alps by menas of terrestrial photogrammetry. In: Proceedings of the 4th ICA mountain cartography workshop, Vall de Nuria, Catalonia, Spain, 30 Sept–02 Oct 2004, pp 65–76Google Scholar
  33. Kaufmann V, Kenyi LW, Avian M (2005) Messung der Fließgeschwindigkeit von Gletschern mittels satellitengestützter Radar-Interferometrie in der Schobergruppe (Nationalpark Hohe Tauern, Kärnten). Endbericht zum Forschungsprojekt (Projektleiter V. Kaufmann) des Kärntner Nationalparkfonds, Institut für Fernerkundung und Photogrammetrie, TU Graz, p 59Google Scholar
  34. Kellerer-Pirklbauer A (2008) The supraglacial debris system at the Pasterze glacier, Austria: spatial distribution, characteristics and transport of Debris. Z Geomorph NF 52(Suppl 1):3–25CrossRefGoogle Scholar
  35. Kellerer-Pirklbauer A, Bauer A, Proske H (2005) Terrestrial laser scanning for glacier monitoring: Glaciation changes of the Gößnitzkees glacier (Schober group, Austria) between 2000 and 2004. Third symposion of the Hohe Tauern national park for research in protected areas, Kaprun, Austria, 15–17 Sept 2005, pp 97–106Google Scholar
  36. Kenyi LW, Kaufmann V (2003a) Estimation of rock glacier surface deformation using SAR interferometry data. IEEE Trans Geosci Remote 41(6):1512–1515CrossRefGoogle Scholar
  37. Kenyi LW, Kaufmann V (2003b) Measuring rock glacier surface deformation using SAR interferometry. In: Proceedings of the 8th international permafrost conference, vol 1, Zurich, Switzerland, 21–25 July. Balkema Publishers, Lisse, pp 537–541Google Scholar
  38. Kienast G, Kaufmann V (2004) Geodetic measurements on glaciers and rock glaciers in the Hohe Tauern National park (Austria). In: Proceedings of the 4th ICA mountain cartography workshop, Vall de Núria, Catalonia, Spain, 30 Sept–2 Oct 2004, Monografies tècniques 8, Institut Cartogràfic de Catalunya, Barcelona, pp 101–108Google Scholar
  39. Krainer K, Mostler W (2000) Reichenkar rock glacier: a glacier derived debris-ice-system in the Western Stubai Alps, Austria. Permafr Periglac Proc 11:267–275CrossRefGoogle Scholar
  40. Krobath M (2003) Gletscherschwund—Wasserland Steiermark 3:18–23Google Scholar
  41. Kweon IS, Kanade T (1992) High-resolution terrain map from multiple sensor data. IEEE Trans Pattern Anal Mach Intell 14(2):278–292CrossRefGoogle Scholar
  42. Lambrecht A, Würländer R, Kuhn M (2005) The new Austrian glacier inventory: a tool for the analysis of modern glacier change. European Geosciences Union (EGU), second assembly, Vienna, 24–29 Apr 2005, CD-ROMGoogle Scholar
  43. Lehmann M, Reiterer A, Huber NB, Bauer A (2009) An automated optical rockfall monitoring system. In: 9th conference on optical 3-D measurement techniques, vol 1, Vienna, 2009, pp 91–101Google Scholar
  44. Leva D, Nico G, Tarchi D, Fortuny-Guasch J, Sieber AJ (2003) Temporal analysis of a landslide by means of a ground-based SAR interferometer. GeoRS 41(4):745–752 (Apr 2003)Google Scholar
  45. Lieb GK (1991) Die horizontale und vertikale Verbreitung von Blockgletschern in den Hohen Tauern (Österreich). Zeitschrift für Geomorphologie NF 35(3):345–365Google Scholar
  46. Lieb GK (2000) Die Flächenänderung von Gößnitz- und Hornkees (Schobergruppe, Hohe Tauern) von 1850 bis 1997. Festschrift für Heinz Slupetzky zum 60. Geburtstag, Salzburger Geographische Arbeiten 36:83–96Google Scholar
  47. Lieb GK, Kaufmann V, Avian M (2004) Das Hintere Langtalkar (Schobergruppe, Nationalpark Hohe Tauern)—ein Beispiel für die komplexe Morphodynamik in der Hochgebirgsstufe der Zentralalpen. Mitt d Österr Geogr 146:147–164 (Gesellschaft, Wien)Google Scholar
  48. Lowe DG (2004) Distinctive image features from scale-invariant keypoints. Int J Comput Vis 60:91–110CrossRefGoogle Scholar
  49. Mikolajczyk K, Schmid C (2005) A performance evaluation of local descriptors. IEEE Trans Pattern Anal Mach Intell 27(10):1615–1630CrossRefGoogle Scholar
  50. Mischke A, Kahmen H, (1997) A new kind of measurement robot system for surveying of non signalized targets. In: Optical 3-D measurement techniques, vol IV. Herbert Wichmann, KarlsruheGoogle Scholar
  51. Nakawo M, Raymond CF, Fountain A (eds) (2000) Debris-covered glaciers. In: Proceedings of an international workshop held at the University of Washington in Seattle, vol 264, Washington, 13–15 Sept 2000. IAHS publication, Wallingford, p 288Google Scholar
  52. Oppikofer T, Jaboyedoff M, Blikra L, Derron M-H, Metzger R (2009) Characterization and monitoring of the Åknes rockslide using terrestrial laser scanning. Nat Hazards Earth Syst Sci 9:1003–1019CrossRefGoogle Scholar
  53. Paar G, Almer A (1993) Fast hierarchical stereo reconstruction. In: Proceedings of the 2nd conference on optical 3-D measurement techniques, Zurich, Switzerland, pp 460–466Google Scholar
  54. Paar G, Bauer A (2001) Terrestrial long range laser scanning for high density snow cover measurement. In: Proceedings of the 5th conference on optical 3D measurement techniques. Vienna, pp 33–40Google Scholar
  55. Paar G, Pölzleitner W (1992) Robust disparity estimation in terrain modelling for spacecraft navigation. In: Proceedings 11th ICPR, international association for pattern recognition, pp 738–741Google Scholar
  56. Paar G, Nauschnegg B, Ullrich A (2000) Laser scanner monitoring—technical concepts, possibilities and limits. Workshop on advances techniques for the assessment of natural hazards in mountain areas, Igls, Austria, 4–6 JuneGoogle Scholar
  57. Patzelt G (1980) The Austrian glacier inventory: status and first results. In: Workshop proceedings, vol 126. IAHS, Riederalp, pp 267–280Google Scholar
  58. Patzelt G (2005) Gletscherbericht 2003/2004: Sammelbericht über die Gletschermessungen des Österreichischen Alpenvereins im Jahre 2004. Mitteilungen des Österreichischen Alpenvereins 60(2):24–31Google Scholar
  59. Pfeifer N, Lichti D (2004) Terrestrial laser scanning: developments, applications and challenges. GIM International 18(12):50–53 (Dec 2004)Google Scholar
  60. Prokop A, Schirmer M, Rub M, Lehning M, Stocker M (2007) A comparison of measurement methods: terrestrial laser scanning, tachymetry and snow probing, for the determination of the spatial snow depth distribution on slopes. In: International symposium of snow science. MoscowGoogle Scholar
  61. Reiterer A (2004) Knowledge-based decision system for an on-line videotheodolite-based multisensor system. PhD thesis, Vienna University of TechnologyGoogle Scholar
  62. Reiterer A, Kahmen H, Egly U, Eiter T (2003) 3D-Messverfahren mit Videotheodoliten und automatisierte Zielpunkterfassung mit Hilfe von Interest Operatoren. Allgemeine Vermessungs-Nachrichten 110:150–156Google Scholar
  63. Reiterer A, Lehmann M, Miljanovic M, Ali H, Paar G, Egly U, Eiter T, Kahmen H (2009) A 3D optical deformation measurement system supported by knowledge-based and learning techniques. J Appl Geodesy 3:1–13CrossRefGoogle Scholar
  64. Roer I, Avian M, Delaloye R, Lambiel C, Dousse JP, Bodin X, Thibert E, Kääb A, Kaufmann V, Damm B, Langer M (2005) Rock glacier “speed-up” throughout European Alps—a climatic signal? In: Proceedings of the second european conference on permafrost, Potsdam, Germany, 12–16 June 2005, pp 101–102Google Scholar
  65. Roic M (1996) Erfassung von nicht signalisierten 3D-Strukturen mit Videotheodoliten. Dissertation, TU-WienGoogle Scholar
  66. Scheikl M, Angerer H, Dölzlmüller J, Poisel R, Poscher G (2000a) Multidisciplinary monitoring demonstrated in the case study of the Eiblschrofen rock fall. Felsbau 18(1):24–29Google Scholar
  67. Scheikl M, Poscher G, Grafinger H (2000b) Application of the new automatic laser remote monitoring system (ALARM) for the continuous observation of the mass movement at the Eiblschrofen rockfall area—Tyrol. Workshop on advances techniques for the assessment of natural hazards in mountain areas, Igls, Austria, 4–6 June 2000Google Scholar
  68. Scherer M (2004) Intelligent scanning with robot-tacheometer and image processing—a low cost alternative to 3D laser scanning? In: FIG working week 2004, Athens, Greece, 22–27 May, pp 1–12Google Scholar
  69. Sharov A, Gutjahr K (2002) Some methodological enhancements to INSAR surveying of polar ice caps. In: Begni G (ed) Observing our environment from space. Proceedings of the 21st EARSeL symposium in Paris, 14–16 May 2001. Balkema, Lisse, pp 65–72Google Scholar
  70. Solomon S, Qin D, Manning M, Chen Z, Marquis M, Averyt KB, Tignor M, Miller HL (2007) IPCC: climate change 2007: the physical science basis. Contribution of working group I to the fourth assessment report of the intergovernmental panel on climate change. Cambridge University Press, Cambridge, pp 235–336Google Scholar
  71. Steffan H, Bauer A, Schaffhauser H, Randeu W (2001) SAMPLE—Snow avalanche monitoring and prognosis by laser equipment. Final report. EU target area II regional support funded, Styrian Government ref. AAW 11 L 6 97/5Google Scholar
  72. Teskey WF (1985) Determining deformation by combining measurement data with structural data. In: Teskey WF, Gruendig L (eds) Papers for the precise engineering and deformation surveys workshop, Calgary AlbertaGoogle Scholar
  73. Vicovac T, Reiterer A, Egly U, Eiter T, Rieke-Zapp D (2009) First development steps for an automated knowledge-based deformation interpretation system. In: Grün A, Kahmen H (eds) Optical 3-D measurement techniques IX, vol 1, Zurich, Switzerland, pp 61–90Google Scholar
  74. Wakonigg H, Lieb GK (1996) Die Pasterze und ihre Erforschung im Rahmen der Gletschermessungen. Kärntner Nationalparkschriften 8, Großkirchheim, pp 99–115Google Scholar
  75. Walser B (2004) Development and calibration of an image assisted total station. Dissertation, ETH-ZürichGoogle Scholar
  76. Wasmeier P (2009) Grundlagen der Deformationsbestimmung mit Messdaten bildgebender Tachymeter. Dissertation, TU-MünchenGoogle Scholar
  77. Welsch W, Heunecke O, Kuhlmann H (2000) Auswertung geodätischer Überwachungsmessungen. Wichmann, HeidelbergGoogle Scholar
  78. Würländer R, Kuhn M (2000) Zur Erstellung und Anwendung der Produkte des neuen Österreichischen Gletscherkatasters. Festschrift für Heinz Slupetzky zum 60. Geburtstag, Salzburger Geographische Arbeiten 36:57–67Google Scholar
  79. www.3dlasermapping.com (as from 8 Dec 2011)
  80. www.dibit-scanner.at: official web-site of DIBIT GeoScanner (as from 8 Dec 2011)
  81. www.ilf.com: official web-site of ILF Consulting Engineers (as from 8 Dec 2011)
  82. www.joanneum.at: official web-site of JOANNEUM RESEARCH (as from 8 Dec 2011)
  83. www.riegl.co.at: official web-site of Riegl Laser Measurement Systems (as from 8 Dec 2011)
  84. www.topcon.eu: official web-site of Topcon Europe Positioning B.V. (as from 8 Dec 2011)
  85. www.trimble.com: official web-site of Trimble Measurement Systems (as from 8 Dec 2011)

Copyright information

© Springer-Verlag Berlin Heidelberg 2012

Authors and Affiliations

  • Gerhard Paar
    • 1
    Email author
  • Niko Benjamin Huber
    • 1
  • Arnold Bauer
    • 1
  • Michael Avian
    • 2
  • Alexander Reiterer
    • 3
  1. 1.DIGITAL, Institute for Information and Communication TechnologiesJOANNEUM RESEARCHGrazAustria
  2. 2.Institute of Remote Sensing and PhotogrammetryGraz University of TechnologyGrazAustria
  3. 3.Institute for Geodesy, GIS and Land ManagementUniversity of Technology, MunichMunichGermany

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