Using 3D photo-reconstruction methods to estimate gully headcut erosion

Catena

Volumn 120, Issue , 2014, Pages 91-101

  Gómez Gutiérrez, Álvaro ^a   Schnabel, Susanne ^a   Berenguer Sempere, Fernando ^a   Lavado Contador, Francisco ^a   Rubio Delgado, Judit ^a  

^a UNIVERSITY OF EXTREMADURA   (Spain)

Author keywords

Digital elevation models (DEMs); Gully headcut; Point clouds; Terrestrial laser scanner (TLS); Three dimensional photo reconstruction (3D PR)

Indexed keywords

EID: 84899849266     PISSN: 03418162     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.catena.2014.04.004     Document Type: Article

References (45)

1. Brasington J., Rumsby B.T., McVey R.A. Monitoring and modelling morphological change in a braided gravel-bed river using high resolution GPS-based survey. Earth Surf. Process. Landf. 2000, 25:973-990.
2. Casalí J., Loizu J., Campo M.A., De Santisteban L.M., Álvarez-Mozos J. Accuracy of methods for field assessment of rill and ephemeral gully erosion. Catena 2006, 67:128-138.
3. Castillo C., et al. Comparing the accuracy of several field methods for measuring gully erosion. Soil Sci. Soc. Am. J. 2012, 76:1319-1332.
4. Chandler J., Fryer J. AutoDesk 123D Catch: how accurate is it?. Geomatics World 2013, 32-33.
5. Chaplot V. Impact of terrain attributes, parent material and soil types on gully erosion. Geomorphology 2013, 186:1-11.
6. Desir G., Marín C. Factors controlling the erosion rates in a semi-arid zone (Bardenas Reales, NE Spain). Catena 2007, 71:31-40.
7. Ehiorobo J.O., Audu H.A.P. Monitoring of gully erosion in an urban area using geoinformation technology. J. Emerg. Trends Eng. Appl. Sci. 2012, 3:270-275.
8. Evans M., Lindsay J. High resolution quantification of gully erosion in upland peatlands at the landscape scale. Earth Surf. Process. Landf. 2010, 35:876-886.
9. Falkingham P.L. Acquisition of high resolution three-dimensional models using free, open-source, photogrammetric software. Palaeontol. Electron. 2012, 15:1-15.
10. Fonstad M.A., Dietrich J.T., Courville B.C., Jensen J.L., Carbonneau P.E. Topographic structure from motion: a new development in photogrammetric measurement. Earth Surf. Process. Landf. 2013, 38:421-430.
11. Furukawa Y., Ponce J. Accurate, dense, and robust multiview stereopsis. IEEE Trans. Pattern Anal. Mach. Intell. 2010, 32:1362-1376.
12. Girardeau-Montaut D., Roux R.M., Thibault G. Change detection on points cloud data acquired with a ground laser scanner. ISPRS Workshop Laser Scanning 2005, Enschede, the Netherlands 2005, 6. ISPRS (Ed.).
13. Goesele M., Snavely N., Curless B., Hoppe H., Seitz S.M. Multi-view stereo for community photo collections. IEEE International Conference on Computer Vision 2007, IEEE Comp. Soc., Rio de Janeiro.
14. Gómez Gutiérrez Á., Schnabel S., Contador F.L. Gully erosion, land use and topographical thresholds during the last 60years in a small rangeland catchment in SW Spain. Land Degrad. Dev. 2009, 20:535-550.
15. Gómez-Gutiérrez Á., Schnabel S., De Sanjosé J.J., Contador F.L. Exploring the relationships between gully erosion and hydrology in rangelands of SW Spain. Z. Geomorphol. 2012, 56:27-44.
16. Hu G., et al. The characteristics of gully erosion over rolling hilly black soil areas of Northeast China. J. Geogr. Sci. 2009, 19:309-320.
17. James M.R., Quinton J.N. Ultra-rapid topographic surveying for complex environments: the hand-held mobile laser scanner (HMLS). Earth Surf. Process. Landf. 2014, 39:138-142.
18. James M.R., Robson S. Straightforward reconstruction of 3D surfaces and topography with a camera: accuracy and geoscience application. J. Geophys. Res. 2012, 117:1-17.
19. James L.A., Watson D.G., Hansen W.F. Using LiDAR data to map gullies and headwater streams under forest canopy: South Carolina, USA. Catena 2007, 71:132-144.
20. James M., Applegarth L.J., Pinkerton H. Lava channel roofing, overflows, breaches and switching: insights from the 2008-2009 eruption of Mt. Etna. Bull. Volcanol. 2012, 74:107-117.
21. James M.R., Ilic S., Ruzic I. Measuring 3D coastal change with a digital camera. Proceedings of Coastal Dynamics 2013, Bordeaux 2013.
22. Jancosek M., Pajdla T. Multi-view reconstruction preserving weakly-supported surfaces. CVPR 2011, IEEE Conference on Computer Vision and Pattern Recognition 2011 2011, IEEE Comp. Soc., Colorado Springs.
23. Koutsoudis A., Vidmar B., Ioannakis G., Arnaoutoglou F., Pavlidis G., Chamzas C. Multi-image 3d reconstruction data evaluation. J. Cult. Herit. 2014, 15:73-79.
24. Lowe D.G. Distinctive image features from scale-invariant keypoints. Int. J. Comput. Vis. 2004, 60:91-110.
25. Maneta M., Schnabel S., Jetten V. Continuous spatially distributed simulation of surface and subsurface hydrological processes in a small semiarid catchment. Hydrol. Process. 2008, 22:2196-2214.
26. Maneta M.P., Schnabel S., Wallender W.W., Panday S., Jetten V. Calibration of an evapotranspiration model to simulate soil water dynamics in a semiarid rangeland. Hydrol. Process. 2008, 22:4655-4669.
27. Niethammer U., Rothmund S., Schwaderer U., Zeman J., Joswing M. Open source image processing tools for low-cost UAV-based landslide investigations. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Zurich, Switzerland 2011, 1-6.
28. Oostwoud Wijdenes D., Bryan R.B. The significance of gully headcuts as a source of sediment on low-angle slopes at Baringo, Kenya, and initial control measures. Adv. Geoecology 1994, 27:205-231.
29. Oostwoud Wijdenes D., Poesen J., Vandekerckhove L., Ghesquiere M. Spatial distribution of gully head activity and sediment supply along an ephemeral channel in a Mediterranean environment. Catena 2000, 39:147-167.
30. Perroy R.L., Bookhagen B., Asner G.P., Chadwick O.A. Comparison of gully erosion estimates using airborne and ground-based LIDAR on Santa Cruz Island, California. Geomorphology 2010, 118:288-300.
31. Ries J.B., Marzolff I. Monitoring of gully erosion in the Central Ebro Basin by large-scale aerial photography taken from a remotely controlled blimp. Catena 2003, 50:309-328.
32. Rosnell T., Honkavaara E. Point cloud generation from aerial image data acquired by a quadrocopter type micro unmanned aerial vehicle and a digital still camera. Sensors 2012, 12:453-480.
33. Seitz S.M., Curless B., Diebel J., Scharstein D., Szeliski R. A comparison and evaluation of multi-view stereo reconstruction algorithms. IEEE Conference on Computer Vision and Pattern Recognition 2006, IEEE Computer Society, New York.
34. Snavely N., Seitz S.M., Szeliski R. Photo tourism: exploring photo collections in 3D. ACM Trans. Graph. 2006, 25:835-846.
35. Snavely N., Seitz S.M., Szeliski R. Modeling the world from Internet photo collections. Int. J. Comput. Vis. 2008, 80:189-210.
36. Thomas J.T., Iverson N.R., Burkart M.R., Kramer L.A. Long term growth of a valley-bottom gully, Western Iowa. Earth Surf. Process. Landf. 2004, 29:995-1009.
37. Tingdahl D., Van Gool L. A public system for image based 3d model generation. 5th International Conference on Computer Vision/Computer Graphics Collaboration Techniques. MIRAGE 2011, Rocquencourt 2011.
38. Ullman S. The interpretation of structure from motion. Proc. R. Soc. B 1979, 203:405-426.
39. van Schaik N.L.M.B., Schnabel S., Jetten V.G. The influence of preferential flow on hillslope hydrology in a semi-arid watershed (in the Spanish Dehesas). Hydrol. Process. 2008, 22:3844-3855.
40. Vandekerckhove L., Poesen J., Govers G. Medium-term gully headcut retreat rates in Southeast Spain determined from aerial photographs and ground measurements. Catena 2003, 50:329-352.
41. Verhoeven G. Taking computer vision aloft - archaeological three-dimensional reconstructions from aerial photographs with photoscan. Archaeol. Prospect. 2011, 18:67-73.
42. Westoby M.J., Brasington J., Glasser N.F., Hambrey M.J., Reynolds J.M. 'Structure-from-motion' photogrammetry: a low-cost, effective tool for geoscience applications. Geomorphology 2012, 179:300-314.
43. Wheaton J.M., Brasington J., Darby S.E., Sear D.A. Accounting for uncertainty in DEMs from repeat topographic surveys: improved sediment budgets. Earth Surf. Process. Landf. 2010, 35:136-156.
44. Williams R.D. Dems of difference. British Society for Geomorphology 2012, 17. Geomorphological techniques (Ed.).
45. Wu C. Towards linear-time incremental structure from motion. International Conference on 3D Vision 2013 2013, IEEE Comp. Soc., Seattle.