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.
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Notes
- 1.
Of course an active system such as Radar Interferometry is not prone to such restrictions.
References
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 9:365–372
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):133–139
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 28:305
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)
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 59:149–156
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 2005
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):243–273
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 89–98
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 2004
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 55–60
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, Potsdam
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 393–406
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, Toulouse
Bay H, Ess A, Tuytelaars T, Van Gool L (2008) SURF: speeded up robust features. Comput Vis Image Underst 110(3):346–359
Benn DI, Evans DJA (1998) Glaciers and glaciation. Arnold, London, p 734
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 246–251
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 137–142
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 343–348
Dorren L (2003) A review of rock fall mechanics and modelling approaches. Prog Phys Geogr 27(1):69–87
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-ROM
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 101–106
hds.leica-geosystems.com (2010) Official web-site of Leica Geosystems. Accessed 29 Jan 2010
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 information
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 4:187–196
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)
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 501–506
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 sections
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 119–139
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 525–530
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 893–898
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 240–242
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 65–76
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 59
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):3–25
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 97–106
Kenyi LW, Kaufmann V (2003a) Estimation of rock glacier surface deformation using SAR interferometry data. IEEE Trans Geosci Remote 41(6):1512–1515
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 537–541
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 101–108
Krainer K, Mostler W (2000) Reichenkar rock glacier: a glacier derived debris-ice-system in the Western Stubai Alps, Austria. Permafr Periglac Proc 11:267–275
Krobath M (2003) Gletscherschwund—Wasserland Steiermark 3:18–23
Kweon IS, Kanade T (1992) High-resolution terrain map from multiple sensor data. IEEE Trans Pattern Anal Mach Intell 14(2):278–292
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-ROM
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 91–101
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)
Lieb GK (1991) Die horizontale und vertikale Verbreitung von Blockgletschern in den Hohen Tauern (Österreich). Zeitschrift für Geomorphologie NF 35(3):345–365
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 36:83–96
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)
Lowe DG (2004) Distinctive image features from scale-invariant keypoints. Int J Comput Vis 60:91–110
Mikolajczyk K, Schmid C (2005) A performance evaluation of local descriptors. IEEE Trans Pattern Anal Mach Intell 27(10):1615–1630
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, Karlsruhe
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 288
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 9:1003–1019
Paar G, Almer A (1993) Fast hierarchical stereo reconstruction. In: Proceedings of the 2nd conference on optical 3-D measurement techniques, Zurich, Switzerland, pp 460–466
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 33–40
Paar G, Pölzleitner W (1992) Robust disparity estimation in terrain modelling for spacecraft navigation. In: Proceedings 11th ICPR, international association for pattern recognition, pp 738–741
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 June
Patzelt G (1980) The Austrian glacier inventory: status and first results. In: Workshop proceedings, vol 126. IAHS, Riederalp, pp 267–280
Patzelt G (2005) Gletscherbericht 2003/2004: Sammelbericht über die Gletschermessungen des Österreichischen Alpenvereins im Jahre 2004. Mitteilungen des Österreichischen Alpenvereins 60(2):24–31
Pfeifer N, Lichti D (2004) Terrestrial laser scanning: developments, applications and challenges. GIM International 18(12):50–53 (Dec 2004)
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. Moscow
Reiterer A (2004) Knowledge-based decision system for an on-line videotheodolite-based multisensor system. PhD thesis, Vienna University of Technology
Reiterer A, Kahmen H, Egly U, Eiter T (2003) 3D-Messverfahren mit Videotheodoliten und automatisierte Zielpunkterfassung mit Hilfe von Interest Operatoren. Allgemeine Vermessungs-Nachrichten 110:150–156
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 3:1–13
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 101–102
Roic M (1996) Erfassung von nicht signalisierten 3D-Strukturen mit Videotheodoliten. Dissertation, TU-Wien
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):24–29
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 2000
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 1–12
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 65–72
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 235–336
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 97/5
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 Alberta
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 61–90
Wakonigg H, Lieb GK (1996) Die Pasterze und ihre Erforschung im Rahmen der Gletschermessungen. Kärntner Nationalparkschriften 8, Großkirchheim, pp 99–115
Walser B (2004) Development and calibration of an image assisted total station. Dissertation, ETH-Zürich
Wasmeier P (2009) Grundlagen der Deformationsbestimmung mit Messdaten bildgebender Tachymeter. Dissertation, TU-München
Welsch W, Heunecke O, Kuhlmann H (2000) Auswertung geodätischer Überwachungsmessungen. Wichmann, Heidelberg
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 36:57–67
www.3dlasermapping.com (as from 8 Dec 2011)
www.dibit-scanner.at: official web-site of DIBIT GeoScanner (as from 8 Dec 2011)
www.ilf.com: official web-site of ILF Consulting Engineers (as from 8 Dec 2011)
www.joanneum.at: official web-site of JOANNEUM RESEARCH (as from 8 Dec 2011)
www.riegl.co.at: official web-site of Riegl Laser Measurement Systems (as from 8 Dec 2011)
www.topcon.eu: official web-site of Topcon Europe Positioning B.V. (as from 8 Dec 2011)
www.trimble.com: official web-site of Trimble Measurement Systems (as from 8 Dec 2011)
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).
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Paar, G., Huber, N.B., Bauer, A., Avian, M., Reiterer, A. (2012). Vision-Based Terrestrial Surface Monitoring. In: Pradhan, B., Buchroithner, M. (eds) Terrigenous Mass Movements. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-25495-6_10
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