Skip to main content
Erschienen in: Environmental Earth Sciences 15/2017

01.08.2017 | Original Article

Modeling of landslide topography based on micro-unmanned aerial vehicle photography and structure-from-motion

verfasst von: Miao Yu, Yu Huang, Jiamin Zhou, Liya Mao

Erschienen in: Environmental Earth Sciences | Ausgabe 15/2017

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Landslides are an important type of natural disaster that can cause catastrophic destruction of infrastructure and result in human casualties. An accurate digital surface model (DSM) is essential for analysis of landslide stability and associated risks. This work presents a rapid modeling method of landslide topography by combining high-resolution imagery from an unmanned aerial vehicle (UAV) with structure-from-motion (SfM) photogrammetry. Because of the relatively high efficiency and low costs, the micro-UAV system is suitable for emergency investigation of landslide disaster when compared to geodetic or other remote-sensing techniques, especially for inaccessible landslide area after earthquakes. Based on the micro-UAV images, the use of SfM combines well-established photogrammetric principles with modern computation to rapidly reconstruct a DSM. The relative error determined by comparison with measured data for the UAV–SfM technology is <1%. An unstable slope in Panyu District, Guangzhou City, China, was selected as a case study, in which a small UAV system was deployed for landslide investigation and generation of a highly efficient, cost-effective and user-friendly approach for 3D terrain modeling.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat Casella E, Rovere A, Pedroncini A, Mucerino L, Casella M, Cusati LA, Vacchi M, Ferrari M, Firpo M (2014) Study of wave runup using numerical models and low-altitude aerial photogrammetry: a tool for coastal management. Estuar Coast Shelf Sci 149:160–167CrossRef Casella E, Rovere A, Pedroncini A, Mucerino L, Casella M, Cusati LA, Vacchi M, Ferrari M, Firpo M (2014) Study of wave runup using numerical models and low-altitude aerial photogrammetry: a tool for coastal management. Estuar Coast Shelf Sci 149:160–167CrossRef
Zurück zum Zitat Chiaro G, Kiyota T, Pokhrel RM, Goda K, Katagiri T, Sharma K (2015) Reconnaissance report on geotechnical and structural damage caused by the 2015 Gorkha Earthquake, Nepal. Soils Found 55(5):1030–1043CrossRef Chiaro G, Kiyota T, Pokhrel RM, Goda K, Katagiri T, Sharma K (2015) Reconnaissance report on geotechnical and structural damage caused by the 2015 Gorkha Earthquake, Nepal. Soils Found 55(5):1030–1043CrossRef
Zurück zum Zitat Fonstad MA, Dietrich JT, Courville BC, Jensen JL, Carbonneau PE (2013) Topographic structure from motion: a new development in photogrammetric measurement. Earth Surf Proc Land 38(4):421–430CrossRef Fonstad MA, Dietrich JT, Courville BC, Jensen JL, Carbonneau PE (2013) Topographic structure from motion: a new development in photogrammetric measurement. Earth Surf Proc Land 38(4):421–430CrossRef
Zurück zum Zitat Genchi SA, Vitale AJ, Perillo GM, Delrieux CA (2015) Structure-from-motion approach for characterization of bioerosion patterns using UAV imagery. Sensors 15(2):3593–3609CrossRef Genchi SA, Vitale AJ, Perillo GM, Delrieux CA (2015) Structure-from-motion approach for characterization of bioerosion patterns using UAV imagery. Sensors 15(2):3593–3609CrossRef
Zurück zum Zitat Harwin S, Lucieer A (2012) Assessing the accuracy of georeferenced point clouds produced via multi-view stereopsis from unmanned aerial vehicle (UAV) imagery. Remote Sens 4(6):1573–1599CrossRef Harwin S, Lucieer A (2012) Assessing the accuracy of georeferenced point clouds produced via multi-view stereopsis from unmanned aerial vehicle (UAV) imagery. Remote Sens 4(6):1573–1599CrossRef
Zurück zum Zitat Highland L, Bobrowsky PT (2008) The landslide handbook: a guide to understanding landslides. US Geological Survey, Reston Highland L, Bobrowsky PT (2008) The landslide handbook: a guide to understanding landslides. US Geological Survey, Reston
Zurück zum Zitat Huang Y, Zhang WJ, Xu Q, Xie P, Hao L (2012) Run-out analysis of flow-like landslides triggered by the Ms 8.0 2008 Wenchuan earthquake using smoothed particle hydrodynamics. Landslides 9(2):275–283CrossRef Huang Y, Zhang WJ, Xu Q, Xie P, Hao L (2012) Run-out analysis of flow-like landslides triggered by the Ms 8.0 2008 Wenchuan earthquake using smoothed particle hydrodynamics. Landslides 9(2):275–283CrossRef
Zurück zum Zitat Huang Y, Yu M, Xu Q, Sawada K, Moriguchi S, Yashima A, Liu C, Xue L (2015) InSAR-derived digital elevation models for terrain change analysis of earthquake-triggered flow-like landslides based on ALOS/PALSAR imagery. Environ Earth Sci 73(11):7661–7668CrossRef Huang Y, Yu M, Xu Q, Sawada K, Moriguchi S, Yashima A, Liu C, Xue L (2015) InSAR-derived digital elevation models for terrain change analysis of earthquake-triggered flow-like landslides based on ALOS/PALSAR imagery. Environ Earth Sci 73(11):7661–7668CrossRef
Zurück zum Zitat International Federation of Red Cross and Red Crescent Societies (IFRC) (2011) World disaster report, Switzerland, pp 212–215 International Federation of Red Cross and Red Crescent Societies (IFRC) (2011) World disaster report, Switzerland, pp 212–215
Zurück zum Zitat Jaboyedoff M, Oppikofer T, Abellán A, Derron MH, Loye A, Metzger R, Pedrazzini A (2012) Use of LIDAR in landslide investigations: a review. Nat Hazards 61(1):5–28CrossRef Jaboyedoff M, Oppikofer T, Abellán A, Derron MH, Loye A, Metzger R, Pedrazzini A (2012) Use of LIDAR in landslide investigations: a review. Nat Hazards 61(1):5–28CrossRef
Zurück zum Zitat Javernick L, Brasington J, Caruso B (2014) Modeling the topography of shallow braided rivers using Structure-from-Motion photogrammetry. Geomorphology 213:166–182CrossRef Javernick L, Brasington J, Caruso B (2014) Modeling the topography of shallow braided rivers using Structure-from-Motion photogrammetry. Geomorphology 213:166–182CrossRef
Zurück zum Zitat Kääb A, Girod LMR, Berthling IT (2014) Surface kinematics of periglacial sorted circles using structure-from-motion technology. Cryosphere 8:1041–1056CrossRef Kääb A, Girod LMR, Berthling IT (2014) Surface kinematics of periglacial sorted circles using structure-from-motion technology. Cryosphere 8:1041–1056CrossRef
Zurück zum Zitat Lazzari M, Gioia D (2017) UAV images and historical aerial-photos for geomorphological analysis and hillslope evolution of the Uggiano medieval archaeological site (Basilicata, southern Italy). Geomat Nat Hazards Risk 8(1):104–119CrossRef Lazzari M, Gioia D (2017) UAV images and historical aerial-photos for geomorphological analysis and hillslope evolution of the Uggiano medieval archaeological site (Basilicata, southern Italy). Geomat Nat Hazards Risk 8(1):104–119CrossRef
Zurück zum Zitat Lowe DG (2014) Distinctive image features from scale-invariant keypoints. Int J Comput Vision 60(2):91–110CrossRef Lowe DG (2014) Distinctive image features from scale-invariant keypoints. Int J Comput Vision 60(2):91–110CrossRef
Zurück zum Zitat Lucieer A, de Jong S, Turner D (2014) Mapping landslide displacements using structure from motion (SfM) and image correlation of multi-temporal UAV photography. Prog Phys Geogr 38(1):97–116CrossRef Lucieer A, de Jong S, Turner D (2014) Mapping landslide displacements using structure from motion (SfM) and image correlation of multi-temporal UAV photography. Prog Phys Geogr 38(1):97–116CrossRef
Zurück zum Zitat Mancini F, Dubbini M, Gattelli M, Stecchi F, Fabbri S, Gabbianelli G (2013) Using unmanned aerial vehicles (UAV) for high-resolution reconstruction of topography: the structure from motion approach on coastal environments. Remote Sens 5(12):6880–6898CrossRef Mancini F, Dubbini M, Gattelli M, Stecchi F, Fabbri S, Gabbianelli G (2013) Using unmanned aerial vehicles (UAV) for high-resolution reconstruction of topography: the structure from motion approach on coastal environments. Remote Sens 5(12):6880–6898CrossRef
Zurück zum Zitat Nakamura S, Wakai A, Umemura J, Sugimoto H, Takeshi T (2014) Earthquake-induced landslides: distribution, motion and mechanisms. Soils Found 54(4):544–559CrossRef Nakamura S, Wakai A, Umemura J, Sugimoto H, Takeshi T (2014) Earthquake-induced landslides: distribution, motion and mechanisms. Soils Found 54(4):544–559CrossRef
Zurück zum Zitat Neitzel F, Klonowski J (2011) Mobile 3D mapping with a low-cost UAV system. Int Arch Photogramm Remote Sens Spat Inf Sci 38:1–6 Neitzel F, Klonowski J (2011) Mobile 3D mapping with a low-cost UAV system. Int Arch Photogramm Remote Sens Spat Inf Sci 38:1–6
Zurück zum Zitat Niethammer U, James MR, Rothmund S, Travelletti J, Joswig M (2012) UAV-based remote sensing of the Super-Sauze landslide: evaluation and results. Eng Geol 128:2–11CrossRef Niethammer U, James MR, Rothmund S, Travelletti J, Joswig M (2012) UAV-based remote sensing of the Super-Sauze landslide: evaluation and results. Eng Geol 128:2–11CrossRef
Zurück zum Zitat Ouédraogo MM, Degré A, Debouche C, Lisein J (2014) The evaluation of unmanned aerial system-based photogrammetry and terrestrial laser scanning to generate DEMs of agricultural watersheds. Geomorphology 214:339–355CrossRef Ouédraogo MM, Degré A, Debouche C, Lisein J (2014) The evaluation of unmanned aerial system-based photogrammetry and terrestrial laser scanning to generate DEMs of agricultural watersheds. Geomorphology 214:339–355CrossRef
Zurück zum Zitat Rathje E, Kayen R, Woo KS (2006) Remote sensing observations of landslides and ground deformation from the 2004 Niigata Ken Chuetsu earthquake. Soils Found 46(6):831–842CrossRef Rathje E, Kayen R, Woo KS (2006) Remote sensing observations of landslides and ground deformation from the 2004 Niigata Ken Chuetsu earthquake. Soils Found 46(6):831–842CrossRef
Zurück zum Zitat Siebert S, Teizer J (2014) Mobile 3D mapping for surveying earthwork projects using an unmanned aerial vehicle (UAV) system. Autom Constr 41:1–14CrossRef Siebert S, Teizer J (2014) Mobile 3D mapping for surveying earthwork projects using an unmanned aerial vehicle (UAV) system. Autom Constr 41:1–14CrossRef
Zurück zum Zitat Snavely N, Seitz SM, Szeliski R (2006) Photo tourism: exploring photo collections in 3D. ACM Trans Graph (TOG) 25(3):835–846CrossRef Snavely N, Seitz SM, Szeliski R (2006) Photo tourism: exploring photo collections in 3D. ACM Trans Graph (TOG) 25(3):835–846CrossRef
Zurück zum Zitat Travelletti J, Delacourt C, Allemand P, Malet JP, Schmittbuhl J, Toussaint R, Bastard M (2012) Correlation of multi-temporal ground-based optical images for landslide monitoring: application, potential and limitations. ISPRS J Photogramm Remote Sens 70:39–55CrossRef Travelletti J, Delacourt C, Allemand P, Malet JP, Schmittbuhl J, Toussaint R, Bastard M (2012) Correlation of multi-temporal ground-based optical images for landslide monitoring: application, potential and limitations. ISPRS J Photogramm Remote Sens 70:39–55CrossRef
Zurück zum Zitat Turner D, Lucieer A, de Jong SM (2015) Time series analysis of landslide dynamics using an unmanned aerial vehicle (UAV). Remote Sens 7(2):1736–1757CrossRef Turner D, Lucieer A, de Jong SM (2015) Time series analysis of landslide dynamics using an unmanned aerial vehicle (UAV). Remote Sens 7(2):1736–1757CrossRef
Zurück zum Zitat Westoby MJ, Brasington J, Glasser NF, Hambrey MJ, Reynolds JM (2012) ‘Structure-from-motion’ photogrammetry: a low-cost, effective tool for geoscience applications. Geomorphology 179:300–314CrossRef Westoby MJ, Brasington J, Glasser NF, Hambrey MJ, Reynolds JM (2012) ‘Structure-from-motion’ photogrammetry: a low-cost, effective tool for geoscience applications. Geomorphology 179:300–314CrossRef
Zurück zum Zitat Woodget AS, Carbonneau PE, Visser F, Maddock IP (2015) Quantifying submerged fluvial topography using hyperspatial resolution UAS imagery and structure from motion photogrammetry. Earth Surf Proc Land 40(1):47–64CrossRef Woodget AS, Carbonneau PE, Visser F, Maddock IP (2015) Quantifying submerged fluvial topography using hyperspatial resolution UAS imagery and structure from motion photogrammetry. Earth Surf Proc Land 40(1):47–64CrossRef
Metadaten
Titel
Modeling of landslide topography based on micro-unmanned aerial vehicle photography and structure-from-motion
verfasst von
Miao Yu
Yu Huang
Jiamin Zhou
Liya Mao
Publikationsdatum
01.08.2017
Verlag
Springer Berlin Heidelberg
Erschienen in
Environmental Earth Sciences / Ausgabe 15/2017
Print ISSN: 1866-6280
Elektronische ISSN: 1866-6299
DOI
https://doi.org/10.1007/s12665-017-6860-x

Weitere Artikel der Ausgabe 15/2017

Environmental Earth Sciences 15/2017 Zur Ausgabe