Evaluation of an Experimental LiDAR for Surveying a Shallow, Braided, Sand-Bedded River
Publication: Journal of Hydraulic Engineering
Volume 133, Issue 7
Abstract
Reaches of a shallow , braided, sand-bedded river were surveyed in 2002 and 2005 with the National Aeronautics and Space Administration’s Experimental Advanced Airborne Research LiDAR (EAARL) and concurrently with conventional survey-grade, real-time kinematic, global positioning system technology. The laser pulses transmitted by the EAARL instrument and the return backscatter waveforms from exposed sand and submerged sand targets in the river were completely digitized and stored for postflight processing. The vertical mapping accuracy of the EAARL was evaluated by comparing the ellipsoidal heights computed from ranging measurements made using an EAARL terrestrial algorithm to nearby ( apart) ground-truth ellipsoidal heights. After correcting for apparent systematic bias in the surveys, the root mean square error of these heights with the terrestrial algorithm in the 2002 survey was for the 26 measurements taken on exposed sand and for the 59 measurements taken on submerged sand. In the 2005 survey, the root mean square error was for 92 measurements taken on exposed sand and for 434 measurements on submerged sand. In submerged areas the waveforms were complicated by reflections from the surface, water column entrained turbidity, and potentially the riverbed. When applied to these waveforms, especially in depths greater than , the terrestrial algorithm calculated the range above the riverbed. A bathymetric algorithm has been developed to approximate the position of the riverbed in these convolved waveforms and preliminary results are encouraging.
Get full access to this article
View all available purchase options and get full access to this article.
Acknowledgments
The writers would like to thank the National Audubon Society and the Nebraska Public Power District for allowing access to reaches of the Platte River located on their properties. Assistance with the EAARL postflight processing software ALPS (Airborne Laser Processing Software) was kindly provided by Amar Nayegandhi (U.S. Geological Survey) and Richard Mitchell (National Aeronautics and Space Administration). This research was supported by the U.S. Geological Survey’s Venture Capital Fund. The use of trade, firm, or product names is for descriptive purposes only and does not imply endorsement by the U.S. Government.
References
Baltsavias, E. P. (1999). “Airborne laser scanning: Basic relations and formulas.” ISPRS J. Photogramm. Remote Sens., 54, 199–214.
Bowen, Z. H., and Waltermire, R. G. (2002). “Evaluation of light distancing and ranging (LiDAR) for measuring river corridor topography.” J. Am. Water Resour. Assoc., 38(1), 33–41.
Charlton, M. E., Large, A. R. G., and Fuller, I. C. (2003). “Application of airborne LIDAR in river environments: The River Coquet, Northumberland, UK.” Earth Surf. Processes Landforms, 28(3), 299–306.
Eschner, T. R., Hadley, R. F., and Crowley, K. D. (1983). “Hydrologic and morphologic changes in channels of the Platte River basin in Colorado, Wyoming and Nebraska—A historical perspective.” U.S. Geological Survey Professional Paper No. 1277-A, Washington, D.C.
Gilvear, D. J., Walters, T., and Milner, A. (1995). “Image analysis of aerial photography to quantify changes in channel morphology and instream habitat following placer mining in interior Alaska.” Freshwater Biol., 34, 389–398.
Guenther, G. C., Cunningham, A. G., LaRocque, P. E., and Reid, D. J. (2000). “Meeting the accuracy challenge in airborne LIDAR bathymetry.” Proc., 20th EARSeL Symp.: Workshop on Lidar Remote Sensing of Land and Sea, European Association of Remote Sensing Laboratories, Dresden, Germany.
Hicks, D. M., Duncan, M. J., Walsh, J. M., Westaway, R. M., and Lane, S. N. (2001). “New views of the morphodynamics of large braided rivers from high-resolution topographic surveys and time-lapse video.” The structure, function, and management implications of fluvial sedimentary systems, F. J. Dyer, M. C. Thoms, and J. M. Olley, eds., IAHS Publication No. 276, 373–380.
Huising, E. J., and Gomes Pereira, L. M. (1998). “Errors and accuracy estimates of laser data acquired by various laser scanning systems for topographic applications.” ISPRS J. Photogramm. Remote Sens., 53, 245–261.
Kinzel, P. J., Wright, C. W., and Nelson, J. M. (2006). “Application of an experimental airborne laser scanner for surveying a braided river channel.” Proc., 8th Federal Interagency Sedimentation Conf., Federal Interagency Sedimentation Program, Reno, Nev.
Lane, S. A., Westway, R. M., and Hicks, D. M. (2003). “Estimation of erosion and deposition volumes in a large, gravel-bed, braided river using synoptic remote sensing.” Earth Surf. Processes Landforms, 28(3), 249–271.
Legleiter, C. J., Roberts, D. A., Marccus, W. A., and Fonstad, M. A. (2004). “Passive optical remote sensing of river channel morphology and in-stream habitat: Physical basis and feasibility.” Remote Sens. Environ., 93, 493–510.
Marcus, W. A., Legleiter, C. J., Aspinall, R. J., Boardman, J. W., and Crabtree, R. L. (2003). “High spatial resolution hyperspectral mapping of in-stream habitats, depths, and woody debris in mountain streams.” Geomorphology, 55, 363–380.
Marks, K., and Bates, P. (2000). “Integration of high-resolution topographic data with floodplain flow models.” Hydrolog. Process., 14, 2109–2122.
National Research Council. (2004). Endangered and threatened species of the Platte River, National Academies Press, Washington, D.C.
Platte River Recovery Implementation Program. (2005). “Platte River Recovery Implementation Program Cooperative Agreement.” ⟨http://www.platteriver.org/library/Program-Document-Dec-2005/Program.pdf⟩ (June 1, 2006).
U.S. Department of the Interior. (2006). “Platte River recovery implementation program final environmental impact statement.” ⟨http://www.platteriver.org⟩ (June 1, 2006).
Westway, R. M., Lane, S. N., and Hicks, D. M. (2003). “Remote survey of large-scale braided, gravel bed rivers using digital photogrammetry and image analysis.” Int. J. Remote Sens., 24(4), 795–816.
Williams, G. P. (1978). “The case of the shrinking channels—The North Platte and Platte Rivers in Nebraska.” U.S. Geological Survey Circular No. 781, Washington, D.C.
Winterbottom, S. J., and Gilvear, D. J. (1997). “Quantification of channel bed morphology in gravel-bed rivers using airborne multispectral imagery and aerial photography.” Regul. Rivers: Res. Manage., 13, 489–499.
Wright, C. W., and Brock, J. C. (2002). “EAARL: A LIDAR for mapping coral reefs and other coastal environments.” 7th Int. Conf. on Remote Sensing for Marine and Coastal Environments, National Oceanic and Atmospheric Administration, Miami.
Wright, C. W., Hoge, F. E., Swift, R. N., Yungle, J. K., and Schirtzinger, C. R. (2001). “Next-generation NASA airborne oceanographic Lidar system.” Appl. Opt., 40(3), 336–342.
Information & Authors
Information
Published In
Copyright
© 2007 ASCE.
History
Received: Aug 31, 2005
Accepted: Oct 3, 2006
Published online: Jul 1, 2007
Published in print: Jul 2007
Authors
Metrics & Citations
Metrics
Citations
Download citation
If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.