Exploring the relations between riverbank erosion and geomorphological controls using geographically weighted logistic regression

Geographical Analysis

Volumn 35, Issue 1, 2003, Pages 58-82

  Atkinson, Peter M ^a   German, Sally E ^a   Sear, David A ^a   Clark, Michael J ^a  

^a UNIVERSITY OF SOUTHAMPTON   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

BANK EROSION; FLUVIAL GEOMORPHOLOGY; REGRESSION ANALYSIS; RIVER BANK;

EID: 0037265126     PISSN: 00167363     EISSN: None     Source Type: Journal    
DOI: 10.1111/j.1538-4632.2003.tb01101.x     Document Type: Article

References (36)

1. Abernethy, B., and I. D. Rutherford (1998). Where along a River's Length Will Vegetation Most Effectively Stabilise Stream Banks? Geomorphology 23, 55-75.
2. Aitkin, M., D. Anderson, B. Francis, and J. Hinde (1989). Statistical Modelling in GLIM. Oxford: Oxford University Press.
3. Atkinson, P. M., and R. Massari (1998). Predicting the Relative Likelihood of Landsliding in the Central Appennines, Italy. Computers and Geosciences 24, 373-85.
4. Augustin, N. H., M. A. Mugglestone, and S. T. Buckland (1996). An Autologistic Model for the Spatial Distribution of Wildlife. Applied Ecology 33, 339-47.
5. Bagnold, R. A. (1966). An Approach to the Sediment Transport Problem from General Physics; U.S. Geol. Survey Prof. Paper 422-J.
6. Baker, R. J., and J. A. Nelder (1978). The GLIM System: Release 3. Oxford: Numerical Algorithms Group.
7. Brunsdon, C., A. S. Fotheringham, and M. E. Charlton (1996). Geographically Weighted Regression: a Method for Exploring Spatial Nonstationarity. Geographical Analysis 28, 281-98.
8. Bull, L. J. (1997). Magnitude and Variation in the Contribution of Bank Erosion to the Suspended Sediment Load of the River Severn. Earth Surface Processes and Landforms 22, 1109-1123.
9. Cleveland, W. S. (1979). Robust Locally Weighted Regression and Smoothing Scatterplots. Journal of the American Statistical Association 74, 829-36.
10. Collett, D. (1991). Modelling Binary Data. London: Chapman and Hall.
11. Dobson, A. J. (1990). An Introduction to Generalised Linear Models. London: Chapman and Hall.
12. Fotheringham, S., C. Brunsdon, and M. Charlton (2000). Quantitative Geography. Perspectives on Spatial Analysis. London: Sage.
13. German, S. E. (2000). A Geomorphological Approach to the Strategic Management of River Bank Erosion: A Case Study of the Afon Dyfi. Ph.D. diss., University of Southampton.
14. Goovaerts, P. (1997). Geostatistics for Natural Resources Evaluation. New York: Oxford University Press.
15. Gurnell, A. M. (1997). Channel Change on the River Dee Meanders, 1946-1992, from the Analysis of Air Photographs. Regulated Rivers: Research and Management 13, 13-26.
16. Healy, M. J. R. (1988). GLIM: An Introduction. Oxford: Clarendon Press.
17. Hooke, J. M. (1995). Processes of Planform Change on Meandering Channels in the UK. In Changing River Channels, edited by A. M. Gurnell and G. E. Petts, 87-115. Chichester: John Wiley and Sons Ltd.
18. Jones, A. P. (1995). Provenance and Palaeoenvironments of Late Quaternary Sediments and Their Associated Landforms. Ph.D. diss., University of Wales, Aberystwyth.
19. Lawler, D. M. (1992). Process Dominance in Bank Erosion Systems. In Lowland Floodplain Rivers: Geomorphological Perspective, edited by P. A. Carling and G. E. Petts. Chichester: John Wiley and Sons Ltd.
20. Lawler, D. M. (1993). The Measurement of River Bank Erosion and Lateral Change: A Review. Earth Surface Processes and Landforms 18, 777-821.
21. Lawler, D. M., C. R. Thorne, and J. M. Hooke (1997). Bank Erosion and Instability. In Applied Fluvial Geomorphology for River Engineering and Management edited by C. R. Thorne, R. D. Hey, and M. D. Newson, 137-72. Chichester: John Wiley and Sons Ltd.
22. Matheron, G. (1965). Les Variables RégionalisÈes et Leur Estimation. Paris: Masson.
23. Matheron, G. (1971). The Theory of Regionalized Variables and its Applications. Fontainebleau: Centre de Morphologie MathÈmatique de Fontainebleau.
24. Millar, R. G. (2000). Influence of Bank Vegetation on Alluvial Channel Patterns. Water Resources Research 36, 1109-18.
25. Rhoads, B. L. (1991). A Continously-Varying Parameter Model of Downstream Hydraulic Geometry. Water Resources Research 27, 1865-72.
26. Rhoads, B. L. (1992). Statistical Models of Fluvial Systems. Geomorphology 5, 433-55.
27. Sear, D. A., M. D. Newson, and A. Brookes (1995). Sediment Related River Maintenance: The Role of Fluvial Geomorphology. Earth Surface Processes and Landforms 20, 629-47.
28. Simon, A., and C. R. Hupp (1992). Geomorphic and Vegetative Recovery Processes along Modified Stream Channels of West Tennessee. U.S. Geological Survey Open-File Report. Nashville, Tenn.: USGS, 91-502.
29. Simon, A., and S. Darby (1995). Preliminary Analysis of Bank-Stability Problems on the Upper Missouri River below Ft. Peck Dam. Report to the USDA-Agricultural Research Service. Oxford, Miss.: USD National Sedimentation Laboratory.
30. Thorne, C. R. (1982). Processes and Mechanisms of River Bank Erosion, in Gravel-bed Rivers, edited by R. D. Hey, J. C. Bathurst, and C. R. Thorne, 227-71. Chichester: John Wiley and Sons.
31. Thorne, C. R. (1990). Effects of Vegetation on Riverbank Erosion and Stability. In Vegetation and Erosion, edited by J. B. Thornes, 125-43. Chichester: John Wiley and Sons Ltd.
32. Thorne, C. R. (1997). Channel Types and Morphological Classification. In Applied Fluvial Geomorphology for River Engineering and Management edited by C. R. Thorne, R. D. Hey, and M. D. Newson, 175-222. Chichester: John Wiley and Sons.
33. Thorne, C. R., R. G. Allen, and A. Simon (1996). Geomorphological River Channel Reconnaissance for River Analysis, Engineering and Management. Transactions of the Institute of British Geographers 21, 469-83.
34. Uno, T., T. Sugii, M. Hayashi (1994). Logit Model for River Levee Stability Evaluation Considering the Flood Return Period. Structural Safety 14, 81-102.
35. Wang S.-Q., and D. J. Unwin (1992). Modelling Landslide Distribution on Loess Soils in China: An Investigation. International Journal of Geographical Information Systems 6, 391-405.
36. Wharton, G. (1995). Information Form Channel Geometry-Discharge Relations. In Changing River Channels, edited by A. Gurnell and G. Petts, 325-46. Chichester: John Wiley and Sons Ltd.