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An Approach to Determining Turbidity and Correcting for Signal Attenuation in Airborne Lidar Bathymetry

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Abstract

Airborne lidar bathymetry is an efficient technique for measuring the bottom of shallow water bodies. A characteristical feature of lidar bathymetry beam propagation is given by scattering and absorption effects in the water column, both leading to a loss of received signal intensity. This loss of signal intensity depends on the turbidity of the water body. Inversely, an analysis of the decay of the recorded waveform signal allows for deriving statements on the local degree of turbidity in the water. The paper shows a first approach on the determination of one turbidity measure per laser pulse by analysing the recorded waveform and fitting an exponential function, wherein the decay coefficient depicts an integral measure describing turbidity. The technique was applied to a shallow inland water, and the results were validated by conventional point-wise turbidity measurement techniques. An obvious consequence of attenuation and loss of signal intensity in lidar bathymetry is the fact that the bottom returns become rather weak. In many cases, conventional ground pulse echo detection techniques fail in detecting water bottom points, leading to a reduced number of water body bottom points and thus limiting the application range of the technique. To partly compensate for this effect, a differential backscatter cross section determination based signal attenuation correction method has been developed, which allows for a signal-derived re-amplification of the ground signal. Although the technique also amplifies noise, it could be shown that it is capable of delivering a higher number of additional ground points and thus extending the applicability of the technique.

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References

  • Abdallah H, Baghdadi N, Bailly JS, Pastol Y, Fabre F (2012) Wa-LiD: A new LiDAR simulator for waters. IEEE Geosci Remote Sens Lett 9(4):744–748

    Article  Google Scholar 

  • Bartz R, Ronald J, Zaneveld V, Pak H (1978) A transmissometer for profiling and moored observations in water. 22nd Annual Technical Symposium, International Society for Optics and Photonics pp 102–109

  • Billard B, Abbot RH, Penny MF (1986) Airborne estimation of sea turbidity parameters from the WRELADS laser airborne depth sounder. Appl Optics 25(13):2080–2088

    Article  Google Scholar 

  • Bin Omar AF, Bin MatJafri MZ (2009) Turbidimeter design and analysis: a review on optical fiber sensors for the measurement of water turbidity. Sensors 9(10):8311–8335

  • Brito AC, Newton A, Fernandes TF, Tett P (2013) Measuring light attenuation in shallow coastal systems. J Ecosyst Ecograph 3(122)

  • Danson E (2006) Understanding lidar bathymetry for shallow waters and coastal mapping. FIG XXIII International Congress, TS19 Hydrography II

  • Devlin MJ, Barry J, Mills DK, Gowen RJ, Foden J, Sivyer D, Tett P (2008) Relationships between suspended particulate material, light attenuation and Secchi depth in UK marine waters. Estuarine, Coastal and Shelf Sci 79(3):429–439

    Article  Google Scholar 

  • Doneus M, Doneus N, Briese C, Pregesbauer M, Mandlburger G, Verhoeven G (2013) Airborne laser bathymetry - detecting and recording submerged archaeological sites from the air. J Archaeol Sci 40(4):2136–2151

    Article  Google Scholar 

  • Gallegos CL, Werdell PJ, McClain CR (2011) Long-term changes in light scattering in Chesapeake Bay inferred from Secchi depth, light attenuation, and remote sensing measurements. J Geophys Res Oceans 116(C7)

  • Gippel CJ (1995) Potential of turbidity monitoring for measuring the transport of suspended solids in streams. Hydrol Process 9(1):83–97

    Article  Google Scholar 

  • Gordon HR (1982) Interpretation of airborne oceanic lidar: effects of multiple scattering. Appl Optics 21(16):2996–3001

    Article  Google Scholar 

  • Guenther GC, Cunningham AG, LaRocque PE, Reid DJ (2000) Meeting the accuracy challenge in airborne lidar bathymetry. EARSeL-SIG-Workshop LIDAR

  • Guenther GC (1985) Airborne laser hydrography: system design and performance factors. National Oceanic and Atmospheric Administration Rockville, Rockville, MD, USA

    Google Scholar 

  • Harsdorf S, Reuter R (1999) Laser remote sensing in highly turbid waters: validity of the lidar equation. Environ Sensing 3821:369–377

  • Kern U (1999) Methoden zur Erkundung, Untersuchung und Bewertung von Sedimentablagerungen und Schwebstoffen in Gewässern. Arbeitskreis ,,Schweb- und Schadstoffe in Fließgewässern“ im DVWK-Fachausschuss ,,Sedimenttransport in Fließgewässern“ Deutscher Verband für Wasserwirtschaft und Kulturbau e.V. (ed.) 128: 430

  • Koenings JP, Edmundson JA (1991) Secchi disk and photometer estimates of light regimes in Alaskan lakes: effects of yellow color and turbidity. Limnol Oceanograph 36(1):91–105

    Article  Google Scholar 

  • Liew SC (2001) Optical Remote Sensing. http://www.crisp.nus.edu.sg/research/tutorial/optical.htm (25.11.2016)

  • Magruder LA, Neuenschwander AL, Marmillion SP (2010) Lidar waveform stacking techniques for faint ground return extraction. J Appl Remote Sens 4(1):043501–043501

  • Mallin MA, Paerl HW (1992) Effects of variable irradiance on phytoplankton productivity in shallow estuaries. Limnol Oceanograph 37(1):54–62

  • Pfeifer N, Mandlburger G, Glira P (2016) Laserscanning–Photogrammetrie und Fernerkundung, Handbuch der Geodäsie: 1–51. Springer, Berlin, Heidelberg

    Google Scholar 

  • Pfennigbauer M, Ullrich A (2011) Multi-wavelength airborne laser scanning. International Lidar Mapping Forum, ILMF, New Orleans, LA, USA

  • Phillips DM, Abbot RH, Penny MF (1984) Remote sensing of sea water turbidity with an airborne laser system. J Physics D Appl Phys 17(8):1749–1758

  • Richter K, Stelling N, Maas H-G (2014) Correcting attenuation effects caused by interactions in the forest canopy in full-waveform airborne laser scanner data. Int Archiv Photogramm Remote Sens Spatial Inf Sci XL-3:273–280

  • Richter K, Blaskow B, Stelling N, Maas HG (2015) Reference value provision schemes for attenuation correction of full-waveform airborne laser scanner data. ISPRS Ann Photogramm Remote Sens Spatial Inf Sci II-3/W5:65–72

  • Roncat A, Bergauer G, Pfeifer N (2011) B-spline deconvolution for differential target cross-section determination in full-waveform laser scanning data. ISPRS J Photogram Remote Sens 66(4):418–428

    Article  Google Scholar 

  • Roncat A, Mandlburger G (2016) Enhanced detection of water and ground surface in airborne laser bathymetry data using waveform stacking. Geophys Res Abstr 18(EGU2016):17016

    Google Scholar 

  • Secchi A (1866) Esperimente per determinare la transparenza del mare. In: Ciadi A (ed) Sul moto ondoso del mare e su le correnti di esso specialmente su quelle littorali. Rome, Italy

  • Stilla U, Yao W, Jutzi B (2007) Detection of weak laser pulses by full waveform stacking. Int Archiv Photogramm Remote Sens Spatial Inf Sci 36(3/W49A):25–30

  • Strickland JD, Parsons TR, (1972) A practical handbook of seawater analysis. Fisheries Research Board of Canada. Ottawa. ON, Canada

  • Sullivan J, Twardowski M, Donaghay P, Rines J, McFarland M, Talapatra S, Katz J, Churnside J, Weidemann A, (2012) Biological thin layers: history, ecological significance and consequences to oceanographic sensing systems. SPIE 8372, Ocean Sensing and Monitoring IV: 83720U-83720U

  • Westfeld P, Richter K Maas, HG, Weiß R (2016) Analysis of the effect of wave patterns on refraction in airborne LiDAR bathymetry. Int Arch Photogramm Remote Sens Spatial Inf Sci XLI-1/W2

  • Zaneveld JRV (1973) Variation of optical sea parameters with depth. Optics of the Sea (Interface and In-water Transmission and Imagery), Lecture Series No. 61

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Acknowledgements

We would like to thank the German Federal Institute of Hydrology (BfG) for funding the study and providing the data, and the Waterways and Shipping Office Dresden (WSA) for their local support.

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Correspondence to Katja Richter.

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Richter, K., Maas, HG., Westfeld, P. et al. An Approach to Determining Turbidity and Correcting for Signal Attenuation in Airborne Lidar Bathymetry. PFG 85, 31–40 (2017). https://doi.org/10.1007/s41064-016-0001-0

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  • DOI: https://doi.org/10.1007/s41064-016-0001-0

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