Classification ANNs to support modeling of sediment transport in geomorphically unstable alluvial channels

Proceedings of the Symposium - Protection and Restoration of Urban and Rural Streams

Volumn , Issue , 2003, Pages 296-305

  Underwood, Kristen L ^a   Rizzo, Donna M ^b  

^a S Mountain Research and Consulting   (United States)

^b University of Vermont ^*  (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AGRICULTURAL LANDS; ALLUVIAL CHANNELS; DYNAMIC PROCESSES; STRESSORS;

AGRICULTURE; COMPUTER SIMULATION; GEOGRAPHIC INFORMATION SYSTEMS; LAND USE; SEDIMENT TRANSPORT; WATERSHEDS;

NEURAL NETWORKS;

EID: 2642562030     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (21)

1. Bull, William B. (1979), "Threshold of critical power in streams." Geological Society of America Bulletin, Part I, 90, 453-464.
2. Goodwin, Craig N. (1999), "Improving Future Fluvial Classification Systems." Stream Notes, October
3. Harvey, Michael D. and Chester C. Watson. (1986), "Fluvial Processes and Morphological Thresholds in Incised Channel Restoration." American Water Resources Association, Water Resources Bulletin, 22 (3), 359-368.
4. Johnson, Peggy A., Gary L. Gleason, and Richard D. Hey. (1999)," Rapid Assessment of Channel Stability in Vicinity of Road Crossing." Journal of Hydraulic Engineering, June, 645-651.
5. Lane, E. W. (1955). "The Importance of Fluvial Morphology in Hydraulic Engineering," Journal of the Hydraulics Division, ASCE, 81, 745-1 to 745-17.
6. Leopold, L.B. (1994). A View of the River. Cambridge, Massachusetts: Harvard University Press.
7. Leopold, L.B. and W.B. Langbein. (1963). "Association and Indeterminacy in Geomorphology." In: Albritton, C.C., ed., The Fabric of Geology, Addison-Wesley, Reading, Mass., 184-192.
8. Montgomery, D. R. and J. M. Buffington. (1997). "Channel-reach morphology in mountain drainage basins." Geological Society of America Bulletin, 109 (5), 596-611.
9. Pfankuch, D.J. (1978). "Stream reach inventory and channel stability evaluation." Rep., US Department of Agriculture, Forest Service, Northern Region.
10. Renschler, Chris S. and Jon Harbor. (2002). "Soil erosion assessment tools from point to regional scales - the role of geomorphologists in land management research and implementation." Geomorphology, (47), 189-209.
11. Rizzo, D. M. and D.E. Dougherty. (1994a). "Application of artificial neural networks for site characterization using 'hard' and 'soft' information." Computational Methods in Water Resources X, Heidelberg, Germany.
12. Rizzo, D. M. and D.E. Dougherty. (1994b). "Characterization of aquifer properties using artificial neural networks: Neural kriging." Water Resources Research, 30 (2).
13. Rosgen, D. (1994). "A Classification of natural rivers." Catena. 22, 169-199.
14. Schumm, S. (1977). The Fluvial System. John Wiley and Sons, New York, NY.
15. Schumm, S.A. (1984). "Incised Channels: Morphology, Dynamics and Control." Water Resources Publications. Littleton, CO.
16. Simon, Andrew. (1989). "A Model of Channel Response in Disturbed Alluvial Channels." Earth Surface Processes and Landforms, 14, 11-26.
17. Simon, A. (1995). "Adjustment and Recovery of Unstable Alluvial Channels: Identification and Approaches for Engineering Management," Earth Surface Processes and Landforms, 20, 611-628.
18. Simon, A., and C. R. Hupp. (1986). "Channel evolution in modified Tennessee streams." Proceedings, Fourth Federal Interagency Sedimentation Conference, March, 1986, Las Vegas, NV, 2, 71-82.
19. Thorne, C.R., R. G. Allen, and A. Simon. (1996), "Geomorphological river channel reconnaissance for river analysis, engineering, and management." Trans. Inst. British Geographer. NS 21, 469-483.
20. Underwood, K. L. (2002). "Estimation of Percent Imperviousness in the Lewis Creek Watershed." Draft, prepared for Lewis Creek Association.
21. VT Agency of Natural Resources. (2002). Stream Geomorphic Assessment: Phase 1 Handbook and Phase 2 Field Protocols, drafts, April 1.