Articles | Volume 2, issue 1
https://doi.org/10.5194/soil-2-1-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Special issue:
https://doi.org/10.5194/soil-2-1-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Original research article
| 
15 Jan 2016
Original research article |
| 15 Jan 2016
Development of a statistical tool for the estimation of riverbank erosion probability
School of Environmental Engineering, Technical University
of Crete, Chania, Greece
G. V. Giannakis
School of Environmental Engineering, Technical University
of Crete, Chania, Greece
M. A. Lilli
School of Environmental Engineering, Technical University
of Crete, Chania, Greece
E. Ioannidou
School of Environmental Engineering, Technical University
of Crete, Chania, Greece
N. P. Nikolaidis
School of Environmental Engineering, Technical University
of Crete, Chania, Greece
G. P. Karatzas
School of Environmental Engineering, Technical University
of Crete, Chania, Greece
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Olivier Evrard, J. Patrick Laceby, and Atsushi Nakao
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Afforestation on severely degraded volcanic soils/landscapes is an important process concerning ecological restoration in Iceland. These landscapes have a high potential to act as carbon sinks. We tested the soil (0–30 cm) of different stages of afforested (mountain birch) landscapes and analysed the quantity and quality of the soil organic carbon. There is an increase in the total SOC stock during the encroachment. The increase is mostly because of POM SOC. Such soils demand SOC quality tests.
Belinda C. Martin, Suman J. George, Charles A. Price, Esmaeil Shahsavari, Andrew S. Ball, Mark Tibbett, and Megan H. Ryan
SOIL, 2, 487–498, https://doi.org/10.5194/soil-2-487-2016, https://doi.org/10.5194/soil-2-487-2016, 2016
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Y. Yuan, Y. Jiang, E. V. Taguas, E. G. Mbonimpa, and W. Hu
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A major environmental concern in the Commonwealth of Puerto Rico is increased sediment load to water reservoirs, to estuaries, and finally to coral reef areas. Our research found that sediment loss was mainly caused by interactions of development, heavy rainfall events, and steep mountainous slopes. These results improve our understanding of sediment loss resulting from changes in land use/cover, and will allow stakeholders to make more informed decisions about future land use planning.
M. J. Riding, F. L. Martin, K. C. Jones, and K. T. Semple
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The behaviour of carbon nanomaterials (CNMs) in soils is highly complex and dynamic. As a result, assessments of the possible risks CNMs pose within soil should be conducted on a case-by-case basis. Further work to assess the long-term stability and toxicity of CNM-sorbed contaminants, as well as the toxicity of CNMs themselves, is required to determine if their sorptive abilities can be applied to remedy environmental issues such as land contamination.
Cited articles
Abam, T. K. S.: Factors affecting distribution of instability of river banks
in the Niger delta, Eng. Geol., 35, 123–133, 1993.
Atkinson, P. M., German, S. E., Sear, D. A., and Clark, M. J.: Exploring the
relations between riverbank erosion and geomorphological controls using
geographically weighted logistic regression, Geogr. Anal., 35, 58–82, 2003.
Bridge, J. S.: Rivers and floodplains: forms, processes, and sedimentary
record, Blackwell, Malden, Mass., USA, 2003.
Brunsdon, C., Fotheringham, A. S., and Charlton, M. E.: Geographically
weighted regression: a method for exploring spatial nonstationarity, Geogr.
Anal., 28, 281–298, 1996.
Cleveland, W. S. and Devlin, S. J.: Locally weighted regression: an approach
to regression analysis by local fitting, J. Am. Stat. Assoc., 83, 596–610,
1988.
Florsheim, J. L., Mount, J. F., and Chin A.: Bank Erosion as a Desirable
Attribute of Rivers, BioScience, 58, 519–529, 2008.
Fotheringham, A. S., Brunsdon C., and Charlton, M.: Geographically weighted
regression: the analysis of spatially varying relationships, Wiley,
Chichester, England, 2002.
Hooke, J. M.: An analysis of the processes of river bank erosion, J. Hydrol.,
42, 39–62, 1979.
Hosmer Jr., D. W. and Lemeshow, S.: Applied logistic regression, John Wiley
& Sons, Canada, 2004.
Lall, U., Moon, Y. I., Kwon, H. H., and Bosworth, K.: Locally weighted
polynomial regression: Parameter choice and application to forecasts of the
Great Salt Lake, Water Resour. Res., 42, W05422, https://doi.org/10.1029/2004WR003782,
2006.
Luppi, L., Rinaldi, M., Teruggi, L. B., Darby, S. E., and Nardi, L.:
Monitoring and numerical modelling of riverbank erosion processes: A case
study along the Cecina River (central Italy), Earth Surf. Proc. Land., 34,
530–546, 2009.
Menard, S.: Applied logistic regression analysis (Vol. 106), Sage
Publications Inc., Thousand Oaks, California, USA, 2001.
Midgley, T. L., Fox, G. A., and Heeren, D. M.: Evaluation of the bank
stability and toe erosion model (BSTEM) for predicting lateral retreat on
composite streambanks, Geomorphology, 145–146, 107–114, 2012.
Moraetis, D., Efstathiou, D., Stamati, F. E., Tzoraki, O., Nikolaidis, N. P.,
Schnoor, J. L., and Vozinakis, K.: High-frequency monitoring for the
identification of hydrological and bio-geochemical processes in a
Mediterranean river basin, J. Hydrol., 389, 127–136, 2010.
Moraetis, D., Paranychianakis, N. V., Nikolaidis, N. P., Banwart, S. A.,
Rousseva, S., Kercheva, M., Nenov, M., Shishkov, T., de Ruiter, P., Bloem,
J., Blum, W. E. H., Lair, G. J., van Gaans, P., and Verheul, M.: Sediment
provenance, soil development, and carbon content in fluvial and manmade
terraces at Koiliaris River Critical Zone Observatory, J. Soils Sediments,
15, 347–364, 2014.
Nardi, L., Campo, L., and Rinaldi, M.: Quantification of riverbank erosion
and application in risk analysis, Nat. Hazards, 69, 869–887, 2013.
Ozdemir, A.: Using a binary logistic regression method and GIS for evaluating
and mapping the groundwater spring potential in the Sultan Mountains
(Aksehir, Turkey), J. Hydrol., 405, 123–136, 2011.
Piégay, H., Cuaz, M., Javelle, E., and Mandier, P.: Bank erosion
management based on geomorphological, ecological and economic criteria on the
Galaure River, France, Regul. River, 13, 433–448, 1997.
Piégay, H., Darby, S. E., Mosselman, E., and Surian, N.: A review of
techniques available for delimiting the erodible river corridor: a
sustainable approach to managing bank erosion, River Res. Appl., 21,
773–789, 2005.
Pollen, N. L. and Simon, A.: Estimating the mechanical effects of riparian
vegetation on stream bank stability using a fiber bundle model, Water Resour.
Res., 41, W07025, https://doi.org/10.1029/2004WR003801, 2005.
Pollen-Bankhead, N. and Simon, A.: Enhanced application of root-reinforcement
algorithms for bank-stability modelling, Earth Surf. Proc. Land., 34,
471–480, 2009.
Pollen-Bankhead, N. and Simon, A.: Hydrologic and hydraulic effects of
riparian root networks on stream bank stability: is mechanical
root-reinforcement the whole story?, Geomorphology, 116, 353–362, 2010.
Raudkivi, A. J.: Loose boundary hydraulics, CRC Press, the Netherlands, 1998.
Rinaldi, M., Mengoni, B., Luppi, L., Darby, S. E., and Mosselman, E.:
Numerical simulation of hydrodynamics and bank erosion in a river bend, Water
Resour. Res., 44, W09428, https://doi.org/10.1029/2008WR007008, 2008.
Roslan, Z. A., Naimah, Y., and Roseli, Z. A.: River bank erosion risk
potential with regards to soil erodibility, in: River Basin Management VII,
edited by: Brebbia, C. A., Wessex Institute of Technology Press, UK,
289–297, 2013.
Simon, A. and Thomas R. E.: Processes and forms of an unstable alluvial
system with resistant, cohesive streambeds, Earth Surf. Proc. Land., 27,
699–718, 2002.
Simon, A., Curini, A., Darby, S. E., and Langendoen, E. J.: Bank and
near-bank processes in an incised channel, Geomorphology, 35, 183–217, 2000.
Simon, A., Thomas, R. E., Curini, A., and Shields, F. D.: Case Study: Channel
stability of the Missouri River, Eastern Montana, J. Hydraul. Eng. ASCE, 128,
880–890, 2002.
Simon, A., Pollen-Bankhead, N., Mahacek, V., and Langendoen, E.: Quantifying
reductions of mass-failure frequency and sediment loadings from streambanks
using toe protection and other means: Lake Tahoe, United States, J. Am. Water
Resour. Assoc., 45, 170–186, 2009.
Simon, A., Pollen-Bankhead, N., and Thomas, R. E.: Development and
application of a deterministic bank stability and toe erosion model for
stream restoration, Stream Restoration in Dynamic Fluvial Systems: Scientific
Approaches, Analyses, and Tools, American Geophysical Union, Geophysical
Monograph Series, 194, 453–474, 2011.
Vozinaki, A. E. K., Karatzas, G. P., Sibetheros, I. A., and Varouchakis, E.
A.: An agricultural flash flood loss estimation methodology: the case study
of the Koiliaris basin (Greece), February 2003 flood, Nat. Hazards, 79,
899–920, https://doi.org/10.1007/s11069-015-1882-8, 2015.
Winterbottom, S. J. and Gilvear, D. J.: A GIS-based approach to mapping
probabilities of river bank erosion: Regulated River Tummel, Scotland, River
Res. Appl., 16, 127–140, 2000.
Short summary
A statistical methodology is proposed to predict the probability of presence or absence of erosion in a river section considering locally spatial correlated independent variables.
The proposed tool is easy to use and accurate and can be applied to any region and river. It requires information from easy-to-determine geomorphological and/or hydrological variables to provide the vulnerable locations. This tool could be used to assist in managing erosion and flooding events.
A statistical methodology is proposed to predict the probability of presence or absence of...
