Is UAV-SfM surveying ready to replace traditional surveying techniques?

References

• Agüera-Vega, F., F. Carvajal-Ramírez, and P. Martínez-Carricondo. 2017. “Accuracy of Digital Surface Models and Orthophotos Derived from Unmanned Aerial Vehicle Photogrammetry.” Journal of Surveying Engineering 143: 04016025. doi:10.1061/(ASCE)SU.1943-5428.0000206.
   Web of Science ®Google Scholar
• Arango, C., and C. A. Morales. 2015. “Comparison between Multicopter UAV and Total Station for Estimating Stockpile Volumes.” ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences XL-1/W4: 131–135. doi:10.5194/isprsarchives-XL-1-W4-131-2015.
   Google Scholar
• Artese, S., and M. Perrelli. 2018. “Monitoring A Landslide with High Accuracy by Total Station: A DTM-based Model to Correct for the Atmospheric Effects.” Geosciences 8: 46. doi:10.3390/geosciences8020046.
   Web of Science ®Google Scholar
• Baiocchi, V., G. Caramanna, D. Costantino, P. J. D’Aranno, F. Giannone, L. Liso, C. Piccaro, A. Sonnessa, and M. Vecchio. 2018. “First Geomatic Restitution of the Sinkhole Known as ‘Pozzo Del Merro’ (Italy), with the Integration and Comparison of ‘Classic’ and Innovative Geomatic Techniques.” Environmental Earth Sciences 77: 1–14. doi:10.1007/s12665-018-7244-6.
   Web of Science ®Google Scholar
• Buffi, G., P. Manciola, S. Grassi, M. Barberini, and A. Gambi. 2017. “Survey of the Ridracoli Dam: UAV–based Photogrammetry and Traditional Topographic Techniques in the Inspection of Vertical Structures.” Geomatics, Natural Hazards and Risk 8: 1562–1579. doi:10.1080/19475705.2017.1362039.
   Web of Science ®Google Scholar
• Carrera-Hernández, J., G. Levresse, P. Lacan, and J. J. Aranda-Gómez. 2016. “A Low Cost Technique for Development of Ultra-high Resolution Topography: Application to A Dry Maar’s Bottom.” Revista Mexicana De Ciencias Geológicas 33: 122–133. https://www.redalyc.org/pdf/572/57246037009.pdf.
   Web of Science ®Google Scholar
• Carrivick, J. L., M. W. Smith, and D. J. Quincey. 2016. “The Place of Structure from Motion.” In Struct. From Motion Geosci. chapter 2, 10–36. West Sussex, UK: Wiley & Sons.
   Google Scholar
• Castillo, C., R. Pérez, M. R. James, J. N. Quinton, E. V. Taguas, and J. A. Gómez. 2012. “Comparing the Accuracy of Several Field Methods for Measuring Gully Erosion.” Soil Science Society of America Journal 76: 1319. doi:10.2136/sssaj2011.0390.
   Web of Science ®Google Scholar
• D’Oleire-Oltmanns, S., I. Marzolff, K. Peter, and J. Ries. 2012. “Unmanned Aerial Vehicle (UAV) for Monitoring Soil Erosion in Morocco.” Remote Sensing 4: 3390–3416. doi:10.3390/rs4113390.
   Web of Science ®Google Scholar
• Darmawan, H., T. R. Walter, K. S. Brotopuspito, Subandriyo, and I. G. M. A. Nandaka. 2018. “Morphological and Structural Changes at the Merapi Lava Dome Monitored in 2012–15 Using Unmanned Aerial Vehicles (Uavs).” Journal of Volcanology and Geothermal Research 349: 256–267. doi:10.1016/j.jvolgeores.2017.11.006.
   Web of Science ®Google Scholar
• Dodd, M. 2011. “Where are My Quadrats? Positional Accuracy in Fieldwork.” Methods in Ecology and Evolution 2: 576–584. doi:10.1111/j.2041-210X.2011.00118.x.
   Web of Science ®Google Scholar
• Fonstad, M. A., J. T. Dietrich, B. C. Courville, J. L. Jensen, and P. E. Carbonneau. 2013. “Topographic Structure from Motion: A New Development in Photogrammetric Measurement.” Earth Surface Processes and Landforms 38: 421–430. doi:10.1002/esp.3366.
   Web of Science ®Google Scholar
• Ghilani, C. D. 2017. Elementary Surveying - Introduction to Geomatics. 15th ed. Upper Saddle River, NJ: Pearson.
   Google Scholar
• Gindraux, S., R. Boesch, and D. Farinotti. 2017. “Accuracy Assessment of Digital Surface Models from Unmanned Aerial Vehicles’ Imagery on Glaciers.” Remote Sensing 9: 1–15. doi:10.3390/rs9020186.
   Web of Science ®Google Scholar
• Girod, L., C. Nuth, A. Kaäb, B. Etzelmüller, and J. Kohler. 2017. “Terrain Changes from Images Acquired on Opportunistic Flights by SfM Photogrammetry.” Cryosphere 11: 827–840. doi:10.5194/tc-11-827-2017.
   Web of Science ®Google Scholar
• Gonçalves, J., and R. Henriques. 2015. “UAV Photogrammetry for Topographic Monitoring of Coastal Areas.” ISPRS Journal of Photogrammetry and Remote Sensing 104: 101–111. doi:10.1016/j.isprsjprs.2015.02.009.
   Web of Science ®Google Scholar
• Graham, D. J., and N. G. Midgley. 2000. “Moraine-mound Formation by Englacial Thrusting: The Younger Dryas Moraines of Cwm Idwal, North Wales.” Geological Society, London, Special Publications 176: 321–336. doi:10.1144/GSL.SP.2000.176.01.24.
   Google Scholar
• GRASS-Development-Team. 2019. “GRASS GIS Software.” Technical Report. Open Source Geospatial Foundation. http://grass.osgeo.org.
   Google Scholar
• Immerzeel, W. W., P. D. A. Kraaijenbrink, J. M. Shea, A. B. Shrestha, F. Pellicciotti, M. F. P. Bierkens, and S. M. D. Jong. 2014. “High-resolution Monitoring of Himalayan Glacier Dynamics Using Unmanned Aerial Vehicles.” Remote Sensing of Environment 150: 93–103. doi:10.1016/j.rse.2014.04.025.
   Web of Science ®Google Scholar
• James, M. R., S. Robson, S. D’Oleire-Oltmanns, and U. Niethammer. 2017. “Optimising UAV Topographic Surveys Processed with Structure-from-motion: Ground Control Quality, Quantity and Bundle Adjustment.” Geomorphology 280: 51–66. doi:10.1016/j.geomorph.2016.11.021.
   Web of Science ®Google Scholar
• Javernick, L., J. Brasington, and B. Caruso. 2014. “Modeling the Topography of Shallow Braided Rivers Using Structure-from-Motion Photogrammetry.” Geomorphology 213: 166–182. doi:10.1016/j.geomorph.2014.01.006.
   Web of Science ®Google Scholar
• Johnson, K., E. Nissen, S. Saripalli, J. R. Arrowsmith, P. McGarey, K. Scharer, P. Williams, and K. Blisniuk. 2014. “Rapid Mapping of Ultrafine Fault Zone Topography with Structure from Motion.” Geosphere 10: 969–986. doi:10.1130/GES01017.1.
   Web of Science ®Google Scholar
• Leberl, F., A. Irschara, T. Pock, P. Meixner, M. Gruber, S. Scholz, and A. Wiechert. 2010. “Point Clouds: Lidar versus 3D Vision.” Photogrammetric Engineering & Remote Sensing 76: 1123–1134. doi:0099-1112/10/76101123.
   Web of Science ®Google Scholar
• Mitášová, H., and L. Mitáš. 1993. “Interpolation by Regularized Spline with Tension: I. Theory and Implementation.” Mathematical Geology 25: 641–655. doi:10.1007/BF00893171.
   Google Scholar
• Myers, D. T., R. R. Rediske, and J. N. McNair. 2019. “Measuring Streambank Erosion: A Comparison of Erosion Pins, Total Station, and Terrestrial Laser Scanner.” Water 11: 1846. doi:10.3390/w11091846.
   Web of Science ®Google Scholar
• Nelson, A., H. Reuter, and P. Gessler. 2009. “DEM Production Methods and Sources.” In Hengl, T. and Reuter, H.I. (Eds) Geomorphometry Concepts, Software, Appl. Developments in Soil Science, vol. 33, chapter 3, 65–85. Amsterdam, Netherlands: Elsevier. doi:10.1016/S0166-2481(08)00003-2.
   Google Scholar
• Niethammer, U., M. R. James, S. Rothmund, J. Travelletti, and M. Joswig. 2012. “UAV-based Remote Sensing of the Super-Sauze Landslide: Evaluation and Results.” Engineering Geology 128: 2–11. doi:10.1016/j.enggeo.2011.03.012.
   Web of Science ®Google Scholar
• Ouédraogo, M. M., A. Degré, C. Debouche, and J. Lisein. 2014. “The Evaluation of Unmanned Aerial System-based Photogrammetry and Terrestrial Laser Scanning to Generate DEMs of Agricultural Watersheds.” Geomorphology 214: 339–355. doi:10.1016/j.geomorph.2014.02.016.
   Web of Science ®Google Scholar
• Parsapour-Moghaddam, P., and C. D. Rennie. 2018. “Influence of Meander Confinement on Hydro-morphodynamics of a Cohesive Meandering Channel.” Water (Switzerland) 10. doi:10.3390/w10040354.
   Google Scholar
• Ryan, J. C., A. L. Hubbard, J. E. Box, J. Todd, P. Christoffersen, J. R. Carr, T. O. Holt, and N. Snooke. 2015. “UAV Photogrammetry and Structure from Motion to Assess Calving Dynamics at Store Glacier, a Large Outlet Draining the Greenland Ice Sheet.” Cryosphere 9: 1–11. doi:10.5194/tc-9-1-2015.
   Web of Science ®Google Scholar
• Salvini, R., G. Mastrorocco, M. Seddaiu, D. Rossi, and C. Vanneschi. 2017. “The Use of an Unmanned Aerial Vehicle for Fracture Mapping within a Marble Quarry (Carrara, Italy): Photogrammetry and Discrete Fracture Network Modelling.” Geomatics, Natural Hazards and Risk 8: 34–52. doi:10.1080/19475705.2016.1199053.
   Web of Science ®Google Scholar
• Sona, G., L. Pinto, D. Pagliari, D. Passoni, and R. Gini. 2014. “Experimental Analysis of Different Software Packages for Orientation and Digital Surface Modelling from UAV Images.” Earth Science Informatics 7: 97–107. doi:10.1007/s12145-013-0142-2.
   Web of Science ®Google Scholar
• Szeliski, R. 2011. “Computer Vision.” In Texts in Computer Science, 812. London, England: Springer. doi:10.1007/978-1-84882-935-0.
   Google Scholar
• Teza, G., A. Pesci, and A. Ninfo. 2016. “Morphological Analysis for Architectural Applications: Comparison between Laser Scanning and Structure-from-Motion Photogrammetry.” Journal of Surveying Engineering 142: 04016004. doi:10.1061/(ASCE)SU.1943-5428.0000172.
   Web of Science ®Google Scholar
• Tonkin, T. N., and N. G. Midgley. 2016. “Ground-control Networks for Image Based Surface Reconstruction: An Investigation of Optimum Survey Designs Using UAV Derived Imagery and Structure-from-motion Photogrammetry.” Remote Sensing 8: 16–19. doi:10.3390/rs8090786.
   Web of Science ®Google Scholar
• Tonkin, T. N., N. G. Midgley, D. J. Graham, and J. C. Labadz. 2014. “The Potential of Small Unmanned Aircraft Systems and Structure-from-motion for Topographic Surveys: A Test of Emerging Integrated Approaches at Cwm Idwal, North Wales.” Geomorphology 226: 35–43. doi:10.1016/j.geomorph.2014.07.021.
   Web of Science ®Google Scholar
• Turner, D., A. Lucieer, and L. Wallace. 2014. “Direct Georeferencing of Ultrahigh-resolution UAV Imagery.” IEEE Transactions on Geoscience and Remote Sensing 52: 2738–2745. doi:10.1109/TGRS.2013.2265295.
   Web of Science ®Google Scholar
• Venter, M. L., C. R. Shields, and M. D. Cuevas Ordóñez. 2018. “Mapping Matacanela: The Complementary Work of Lidar and Topographical Survey in Southern Veracruz, Mexico.” Ancient Mesoamerica 29: 81–92. doi:10.1017/S0956536117000128.
   Web of Science ®Google Scholar
• Westoby, M. J., J. Brasington, N. F. Glasser, M. J. Hambrey, and J. M. Reynolds. 2012. “‘Structure-from-motion’ Photogrammetry: A Low-cost, Effective Tool for Geoscience Applications.” Geomorphology 179: 300–314. doi:10.1016/j.geomorph.2012.08.021.
   Web of Science ®Google Scholar
• Wolf, P. R. 2003. “Surveying and Mapping: History, Current Status, and Future Projections.” Perspectives in Civil Engineering: Commemorating 150th Anniv. Am. Soc. Civ. Eng 128: 163–191. doi:10.1061/(ASCE)0733-9453(2002)128:3(79).
   Web of Science ®Google Scholar
• Woodget, A. S., P. E. Carbonneau, F. Visser, and I. P. Maddock. 2015. “Quantifying Submerged Fluvial Topography Using Hyperspatial Resolution UAS Imagery and Structure from Motion Photogrammetry.” Earth Surface Processes and Landforms 40: 47–64. doi:10.1002/esp.3613.
   Web of Science ®Google Scholar
• Zhang, K., S. C. Chen, D. Whitman, M. L. Shyu, J. Yan, and C. Zhang. 2003. “A Progressive Morphological Filter for Removing Nonground Measurements from Airborne LIDAR Data.” IEEE Transactions on Geoscience and Remote Sensing 41: 872–882. doi:10.1109/TGRS.2003.810682.
   Web of Science ®Google Scholar