Abstract
Coastal cliff erosion is a widespread problem that threatens property and infrastructure along many of the world’s coastlines. Rates of erosion used for shoreline management are generally based on analysis of historic maps and aerial photographs which, in rocky coast environments, does not wholly capture the detail in the processes and the failures occurring across the cliff face. This study uses airborne LiDAR (Light Detection and Ranging) data to gain a quantitative understanding of cliff erosion along rocky coastline where recession rates are relatively low (c. 0.1 m yr−1).
It was found that three-dimensional volumetric changes on the cliff face and linear rates of retreat can be reliably calculated from consecutive digital elevation models (DEMs) several years apart. Furthermore, the accuracy of the data on sloping surfaces was tested by applying a threshold below which data that could be construed as error were removed. Using a vertical change threshold of 0.5 m had limited effect on the computed rates of retreat. The spatial variability in recession rates around the coastline was considered in terms of the relationship with the varying boundary conditions (rock mass characteristics, cliff geometries, beach morphology) and forcing parameters (wave climate and wave exposure). Recession rates were statistically correlated with significant wave height (H s ), rock mass characteristics (GSI) and the ratio between the two (GSI/H s ).
The current method of assessing rocky cliff recession using maps and aerial photographs tends to not only miss the detail in the three-dimensional nature of the cliff evolution, but may also be too coarse a resolution to capture the small scale changes that contribute to the overall failure. LiDAR data, although limited in its temporal extent due to it being a relatively new technology, is a suitable method of evaluating cliff erosion on a time scale of 3–4 years and provides additional insight into the process occurring in slowly eroding environments.
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References
Adams JC, Chandler JH (2002) Evaluation of LiDAR and medium scale photogrammetry for detecting soft-cliff coastal change. Photogramm Rec 17:405–418
Adams PN, Storlazzi CD, Anderson RS (2005) Nearshore wave-induced cyclical flexing of sea cliffs. J Geophys Res 110
Ashton AD, Walkden MJA, Dickson ME (2011) Equilibrium responses of cliffed coasts to changes in the rate of sea level rise. Mar Geol 284:217–229
Austin, M. J., Scott, T. M., Russell, P. E., Masselink, G., 2013. Rip current prediction: development, validation, and evaluation of an operational tool. Journal of Coastal Research
Bird, E. C. F., 1998. The Coasts of Cornwall: Scenery and Geology with an Excursion Guide. Alexander Associates
Brock JC, Purkis SJ (2009) The emerging role of LiDAR remote sensing in coastal research and resource management. J Coast Res Spec Issue 53:1–5
Brooks SM, Spencer T (2010) Temporal and spatial variations in recession rates and sediment release from soft rock cliffs, Suffolk coast, UK. Geomorphology 124:26–41
Brooks SM, Spencer T, Boreham S (2012) Deriving mechanisms and thresholds for cliff retreat in soft-rock cliffs under changing climates: rapidly retreating cliffs of the Suffolk coast, UK. Geomorphology 153–154:48–60
CCO, 2012. Channel Coastal Observatory, Map viewer and data catalogue. Retrieved 01/01/2012, from http://www.channelcoast.org/data_management/online_data_catalogue/
Cosgrove ARP, Bennett MR, Doyle P (1998) The rate and distribution of coastal cliff erosion in England: a cause for concern? In: Bennett MR, Doyle P (eds) Issues in environmental geology: a British perspective. The Geological Society, London
Damgaard JS, Dong P (2004) Soft cliff recession under oblique waves: physical model tests. J Waterw Port Coast Ocean Eng 130:234–242
Dawson RJ, Dickson ME, Nicholls RJ, Hall JW, Walkden MJA, Stansby PK, Mokrech M, Richards J, Zhou J, Milligan J, Jordan A, Pearson S, Rees J, Bates PD, Koukoulas S, Watkinson AR (2009) Integrated analysis of risks of coastal flooding and cliff erosion under scenarios of long term change. Clim Chang 95:249–288
Dewez TJB, Rohmer J, Regard V, Cnudde C (2013) Probabilistic coastal cliff collapse hazard from repeated terrestrial laser surveys: case study from Mesnil Val (Normandy, northern France). In: Conley DC, Masselink G, Russell PE, O’Hare TJ (eds) Proceedings 12th international coastal symposium (Plymouth, England), journal of coastal research, vol 65, Special Issue No., pp 702–707
Dickson ME, Pentney R (2012) Micro-seismic measurements of cliff motion under wave impact and implications for the development of near-horizontal shore platforms. Geomorphology 151–152:27–38
Dong P, Guzzetti F (2005) Frequency-size statistics of coastal soft-cliff erosion. Ocean Eng 131:37–42
Dornbusch, U. and Robinson, D., 2005, Controls on chalk cliff erosion in the eastern channel. BAR Phase 1 report, University of Sussex
Earlie C, Masselink G, Russell P, Shail R (2013) Proceedings 12th International Coastal Symposium. In: Conley DC, Masselink G, Russell PE, O’Hare TJ (eds) J Coast Res. Special Issue No. 65, Plymouth, England, pp 470–475
ESRI, 2011. Mapping and analysis for understanding our world. Retrieved 01/03/2012, from http://www.esri.com/software/arcgis/index.html
Geomatics Group, 2012. Geomatics Group; Integrated spatial data. Retrieved 01/02/2012, from https://www.geomatics-group.co.uk/geocms/
Hall JW, Meadowcroft IC, Lee ME, van Gelder PHAJM (2002) Stochastic simulation of episodic soft coastal cliff recession. Coast Eng 46:159–174
Hladik C, Alber M (2012) Accuracy assessment and correction of a LIDAR-derived salt marsh digital elevation model. Remote Sens Environ 121:224–235
Hoek E, Marinos P, Benissi M (1998) Applicability of the Geological Strength Index (GSI) classification for very weak and sheared rock masses. The case of the Athens Schist Formation. Bull Eng Geol Environ 57:151–160
Jaboyedoff M, Oppikofer T, Abellan A, Derron MH, Loye A, Metzger R, Pedrazzini A (2012) Use of LIDAR in landslide investigations: a review. Nat Hazards 61:5–28
Kidner DB, Thomas M, Leight C, Oliver R, Morgan C (2004) Coastal monitoring with LiDAR: Challenges, problems and pitfalls. Remote Sensing for Environmental Monitoring, Gis Applications, and Geology Iv. Edited by M. Ehlers, F. Posa, H. J. Kaufmann, U. Michel and G. DeCarolis. Bellingham Spie-Int Soc Opt Eng 5574:80–89
Lee EM (2008) Coastal cliff behaviour: observations on the relationship between beach levels and recession rates. Geomorphology 101:558–571
Leigh CL, Kidner DB, Thomas MC (2009) The use of LiDAR in digital surface modelling: issues and errors. Trans GIS 13:345–361
Leveridge B, Hartley AJ (2006) The Variscan Orogeny: the development and deformation of Devonian/Carboniferous basins in SW England and South Wales. In: Brenchley PJ, Rawson PF (eds) The Geology of England and Wales. Geological Society of London, London, pp 225–255
Leveridge BE, Shail RK (2011) The Gramscatho basin, south Cornwall, UK: Devonian active margin successions. Proc Geol Assoc 122:568–615
Lim M, Rosser NJ, Allison RJ, Petley DN (2010) Erosional processes in the hard rock coastal cliffs at Staithes, North Yorkshire. Geomorphology 114:12–21
Lim M, Rosser NJ, Petley DN, Keen M (2011) Quantifying the controls and influence of tide and wave impacts on coastal rock cliff erosion. J Coast Res 27:46–56
Met Office, 2012. South-west England: Climate. Retrieved 01/09/2012, from http://www.metoffice.gov.uk/climate/uk/sw/print.html
Naylor L, Stephenson W, Trenhaile AS (2010) Rock coast geomorphology: recent advances and future research directions. Geomorphology 114:3–11
Nunes, M., Ferreira, O., Loureiro, C. and Baily, B., 2011. Beach and cliff retreat induced by storm groups at Forte Novo, Algarve (Portugal). Journal of Coastal Research, (SI 64), 795–799
Orford, J., Burgess, K., Dyer, K., Townend, I. and Balson, P. 2002, ‘FUTURECOAST -- The Integration of Knowledge to Assess Future Coastal Evolution at a National Scale’ Paper presented at 28th International Conference on Coastal Engineering, Cardiff, pp. 3221–3233
Pethick J (1984) An introduction to coastal geomorphology. Arnold, London
Pethick JS, Crooks S (2000) Development of a coastal vulnerability index: a geomorphological perspective. Environ Conserv 27:35–367
Ridgewell J, Walkden M (2009) Cornwall and Isles of Scilly SMP2 Sub-cells review of coastal processes and geomorphology. Royal Haskoning Ltd, Peterborough
Rogers J, Baptiste A, Jeans K (2009) Proceedings of the 44th flood and coastal risk management conference. UK, Telford, National Coastal Erosion Risk Mapping – The final furlong
Rosser NJ, Petley DN, Lim M, Dunning SA, Allison RJ (2005) Terrestrial laser scanning for monitoring the process of hard rock coastal cliff erosion. Q J Eng Geol Hydrogeol 38:363–375
Rosser N, Lim M, Petley D, Dunning S, Allison R (2007) Patterns of precursory rockfall prior to slope failure. J Geophys Res Earth Surf 112
Sallenger AH Jr, Krabill WB, Swift RN, Brock J, List J, Hansen M, Holman RA, Manizade S, Sontag J, Meredith A, Morgan K, Yunkel JK, Frederick EB, Stockdon H (2003) Evaluation of Airborne Topographic LiDAR for quantifying beach changes. J Coast Res 19:125–133
Schmidt KA, Hadley BC, Wijekoon N (2011) Vertical accuracy and use of topographic LIDAR data in coastal marshes. J Coast Res 27:116–132
Scott T, Masselink G, Russell P (2011) Morphodynamic characteristics and classification of beaches in England and Wales. Mar Geol 286:1–20
Shail RK, Coggan JS (2010) Godrevy coastal recession baseline survey 2009–2010. University of Exeter, Camborne School of Mines
Shail, R., Coggan, J., and Stead, D., 1998. Coastal landsliding in Cornwall, UK: Mechanisms, modelling and implications. Proceedings of the eighth International Congress of the International Association for Engineering Geology and the Environment,(Vancouver, Canada), 1323 – 1330
Stephenson WJ (2006) Coastal geomorphology. Prog Phys Geogr 30:122–132
Sunamura T (1992) Geomorphology of Rocky Coasts. John Wiley and Sons Ltd., Chichester
UKHO, 2012. UK Hydrographic Office; Products and Services. Available online at: http://www.ukho.gov.uk/ProductsandServices/Pages/Home.aspx. (Accessed: 01/03/2012 2012)
USGS. 2012. Digital Shoreline Analysis System. Available online at: http://woodshole.er.usgs.gov/project-pages/dsas/ (Accessed: 01/04/2012 2012)
Westgate BM, Coggan JS, Pine RJ (2003) Development of a risk-based approach to coastal slope instability assessment in Cornwall. Geosci south-west England 10:390–396
Wood JD, Fisher PF (1993) Assessing interpolation accuracy in elevation models. Comput Graph Appl IEEE 13:48–56
Wyllie DC, Mah CW (2004) Rock slope engineering: civil and mining, 4th edn. Spon Press, London
Xhardé, R., Long, B. F., and Forbes, D. L., 2006. Accuracy and limitations of airborne LiDAR surveys in coastal environments. In 2006 International Geoscience and Remote Sensing Symposium pp. 2412–2415. Denver, CO: IEEE
Young AP, Ashford SA (2006) Application of airborne LIDAR for seacliff volumetric change and beach-sediment budget contributions. J Coast Res 22:307–318
Young AP, Flick RE, Gutierrez R, Guza RT (2009) Comparison of short-term seacliff retreat measurement methods in Del Mar, California. Geomorphology 112:318–323
Young AP, Guza RT, O’Reilly WC, Flick RE, Gutierrez R (2011a) Short-term retreat statistics of a slowly eroding coastal cliff. Nat Hazards Earth Syst Sci 11:205–217
Young AP, Adams P, O’Reilly WC, Flick RE, Guza RT (2011b) Coastal cliff ground motions from local ocean swell and infragravity waves in southern California. J Geophys Res 116
Zhang K, Whitman D, Leatherman S, Robertson W (2005) Quantification of beach changes caused by hurricane Floyd along Florida’s Atlantic coast using airborne laser surveys. J Coast Res 21:123–134
Acknowledgments
The work described in this publication was supported by the European Social Fund Combined Universities in Cornwall Studentship project number 11200NC05. The author would like to thank the National Trust and the Channel Coastal Observatory for information and data provided.
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Earlie, C.S., Masselink, G., Russell, P.E. et al. Application of airborne LiDAR to investigate rates of recession in rocky coast environments. J Coast Conserv 19, 831–845 (2015). https://doi.org/10.1007/s11852-014-0340-1
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DOI: https://doi.org/10.1007/s11852-014-0340-1