Aquatic macrophyte modeling using GIS and logistic multiple regression

Photogrammetric Engineering and Remote Sensing

Volumn 63, Issue 1, 1997, Pages 41-49

  Narumalani, Sunil ^a   Jensen, John R ^b   Althausen, John D ^c   Burkhalter, Shan ^d   Mackey Jr , Halkard E ^e  

^a UNIVERSITY OF NEBRASKA LINCOLN   (United States)

^b UNIVERSITY OF SOUTH CAROLINA   (United States)

^c UNIVERSITY OF SOUTH FLORIDA   (United States)

^d STENNIS SPACE CENTER   (United States)

^e WESTINGHOUSE SAVANNAH RIVER COMPANY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AQUATIC ENVIRONMENT; AQUATIC MACROPHYTE; GIS; MACROPHYTE; MANAGEMENT STRATEGY; MODELLING; MULTIPLE REGRESSION; REGRESSION; WATER DEPTH; WETLANDS;

USA, SOUTH CAROLINA, SAVANNAH RIVER, PAR POND;

EID: 0030621384     PISSN: 00991112     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (50)

1. Avery, T.E.,and G.L. Berlin, 1992. Fundamentals of Remote Sensing and Airphoto Interpretation, Macmillan Publishing Company, New York, N.Y., 472 p.
2. Bailey, R.C., 1988. Correlation Between Species Richness and Exposure: Freshwater Molluscs and Macrophytes, Hydrobiologia, 162(2):183-191.
3. Barber, G.M., 1988. Elementary Statistics for Geographers, The Guilford Press, New York, N.Y., 513 p.
4. Barko, J.W., D.G. Hardin, and M.S. Matthews, 1982. Growth and Morphology of Submersed Freshwater Macrophytes in Relation to Light and Temperature, Canadian Journal of Botany, 60(6): 877-887.
5. Barko, J.W., and R.M. Smart, 1986. Sediment-Related Mechanisms of Growth Limitation in Submersed Macrophytes, Ecology, 67: 1328-1340.
6. Brady, N.C., 1984. The Nature and Properties of Soils, Macmillan Co., New York, N.Y., 750 p.
7. Brown, N., C. Smith, and S. Strater, 1991. Field Guide, ERDAS Inc., Atlanta, Georgia, pp. 169-182.
8. Brown, W.H., 1913. The Relation of Substratum to the Growth of Elodea, Philippine Journal of Science, 8:1.
9. Burrough, P.A., 1987. Principles of Geographical Information Systems for Land Resources Assessment, Clarendon Press, Oxford, pp. 49-52.
10. Constanza, R., F.H. Sklar, and M.L. White, 1990. Modeling Coastal Landscape Dynamics, BioScience, 40(2):91-107.
11. Cowardin, L.M., V. Carter, F.C. Golet, and T. LaRoe, 1979. Classification of Wetlands and Deepwater Habitats of the United States, FWS/OBS-79/31, U.S. Fish & Wildlife Service, Washington, D.C., 103 p.
12. Davis, F.W., D.M. Stoms, J.E. Estes, J. Scepan, and J.M. Scott, 1990. An Information Systems Approach to the Preservation of Biological Diversity, International Journal of Geographic Information Systems, 4(1):55-78.
13. Eveleigh, T.J., and J.F. Custer, 1985. A Landsat-Generated Predictive Model for Prehistoric Archaeological Sites - An Example from Delaware's Coastal Plain, Technical Papers, American Society for Photogrammetry and Remote Sensing, 2:450-459.
14. Frodge, J.D., G.L. Thomas, and G.B. Pauley, 1990. Effects of Canopy Formation by Floating and Submergent Aquatic Macrophytes on Water Quality of Two Shallow Pacific Northwest Lakes, Aquatic Botany, 38:231-248.
15. Gunnison, D., R.M. Engler, and W.H. Patrick, 1985. Chemistry and Microbiology of Newly Flooded Soils: Relationship to Reservoir Water Quality, Microbial Processes in Reservoirs (D. Gunnison, editor), W. Junk Publishers, Boston, Massachusetts.
16. Hammer, D.A., 1992. Creating Freshwater Wetlands, Lewis Publishers, Inc., Chelsea, Michigan, 298 p.
17. Harvey, R.M., J.R. Pickett, and R.D. Bates, 1987. Environmental Factors Controlling the Growth and Distribution of Submersed Aquatic Macrophytes in Two South Carolina Reservoirs, Lake and Reservoir Management, 3:243-255.
18. Jensen, J.R., and S. Narumalani, 1992. Improved Remote Sensing and GIS Reliability Diagrams, Image Genealogy Diagrams, and The-matic Map Legends to Enhance Communication, Archives, International Society for Photogrammetry and Remote Sensing, Commission VI, pp. 125-132.
19. Jensen, J.R., S. Narumalani, O. Weatherbee, K.S. Morris, and H.E. Mackey, 1992. Predictive Modeling of Cattail and Waterlily Distribution in a South Carolina Reservoir Using GIS Technology, Photogrammetric Engineering & Remote Sensing, 58(11):1561-1568.
20. Jupp, B.P., and D.H.N. Spence, 1977. Limitations on Aquatic Macrophytes in a Eutrophic Lake, Lock Leven. I. Effects of Phytoplankton, Journal of Ecology, 65:175-186.
21. Keddy, P.A., 1982. Quantifying Within-Lake Gradients of Wave Energy: Interrelationships of Wave Energy, Substrate Particle Size and Shoreline Plants in Axe lake, Ontario, Aquatic Botany, 14: 41-58.
22. Keddy, P.A., and A.A. Reznicek, 1986. Great Lakes Vegetation Dynamics: The Role of Fluctuating Water Levels and Buried Seeds, Journal of Great Lakes Reservoirs, 12:25-36.
23. Kimmel, B.L., and Groeger, 1986. Limnological and Ecological Changes Associated with Reservoir Aging, Reservoir Fisheries Management: Strategies for the 80's (G.E. Hall and M.J. Van Den Avyle, editors), Southern Division American Fisheries Society, Bethesda, Maryland, pp. 103-109.
24. Kinsman, B., 1984. Wind Waves: Their Generation and Propagation on the Ocean Surface, Dover Publications, New York, N.Y., 676 P.
25. Kiraly, S., F.H. Cross, and J.D. Buffington, 1990. Overview and Recommendations, Federal Coastal Wetland Mapping Programs, U.S. Fish & Wildlife Service, Washington, D.C., Biology Report #90(18), 1-9,
26. Leibowitz, S.G., F.H. Sklar, and R. Costanza, 1989. Perspectives on Louisiana Land Loss Modeling, Freshwater Wetlands and Wildlife (R.R. Sharitz and J.W. Gibbons, editors), Department of Energy, Washington, D.C., Report #8603101, pp. 729-753.
27. Lowell, K., 1991. Utilizing Discriminant Function Analysis with a Geographical Information System to Model Ecological Succession Spatially, International Journal of Geographical Information Systems, 5(2):175-191.
28. Mackey, H.E., 1990. Monitoring Seasonal and Annual Wetland Changes in a Freshwater marsh with SPOT HRV Data, Proceedings, American Society for Photogrammetry and Remote Sensing, Denver, Colorado, 4:283-292.
29. Mclaughlan, A.J., 1974. Recovery of Mud Substrate and its Associated Fauna Following a Dry Phase in a Tropical Lake, Limnology Oceanography, 19:74-83.
30. Moran, R.L., 1981. The Lake Sangchris Study: Case History of an Illinois Cooling Lake, Illinois Natural History Survey Bulletin (R.W. Larimore and J.A. Tranquill, editors), 32(4);394-412.
31. Moss, B., 1990. Ecology of Fresh Waters, John Wiley & Sons, New York, N.Y., 332 p.
32. Muehrcke, P.C., 1986. Map Use: Reading, Analysis and Interpretation, J.P. Publications, Madison, Wisconsin, pp. 255-256.
33. Nilsson, C., and P.A. Keddy, 1988. Predictability of Change in Shore- line Vegetation in a Hydroelectric Reservoir, Northern Sweden, Canadian Journal of Fish and Aquatic Science, 45:1896-1904.
34. Patterson, G.G., and B.A. Davis, 1991. Distribution of Aquatic Macrophytes in 15 Lakes and Streams in South Carolina, U.S. Geological Survey, Washington, D.C., #89-4132, 58 p.
35. Pearsall, W.H., 1920. The Aquatic Vegetation of English Lakes, Journal of Ecology, 8(3):163-201.
36. _, 1929. Dynamic Factors Affecting Aquatic Vegetation, Proceedings, International Congress on Plant Science, 1:667.
37. Pereira, J.M.C., and R.M. Itami, 1991. CIS-Based Habitat Modeling Using Logistic Multiple Regression: A Study of the Mt. Graham Red Squirrel, Photogrammeteric Engineering & Remote Sensing, 57(11):1475-1486.
38. Press, S.J., and S. Wilson, 1978. Choosing between Logistic Regression and Discriminant Analysis, Journal of the American Statistical Association, 73(364):699-705.
39. Raitala, J., and J. Lampinen, 1985. A Landsat Study of the Aquatic Vegetation of the Lake Luodonjärvi Reservoir, Western Finland, Aquatic Botany, 21(4):325-346.
40. Rorslett, B., 1984. Environmental Factors and Aquatic Macrophyte Response in Regulated Lakes, Aquatic Botany, 19:199-220.
41. SAS Institute, Inc., 1990. The LOGISTIC Procedure, SAS/STAT User's Guide, 2:1071-1126.
42. Scheffer, M., M.R. Redelijkheid, and F. Noppert, 1992. Distribution and Dynamics of Submerged Vegetation in a Chain of Shallow Eutrophic Lakes, Aquatic Botany, 42(3):199-216.
43. Sculthorpe, C.D., 1967. The Biology of Aquatic Vascular Plants, Edward Arnold, London, 610 p.
44. Seddon, B., 1965. The Macrophytic Vegetation in Relation to Factors of the Lacustrine Environment, Journal of Ecology, 53:828-829.
45. Soil Conservation Service, 1990. Soil Survey of Savannah River Plant Area and Parts of Aiken, Barnwell, and Allendale Counties, South Carolina, V. S. Department of Agriculture, Washington, D.C., 127 p.
46. Spence, D.H.N., 1967. Factors Controlling the Distribution of Freshwater Macrophytes with Particular Reference to the Lochs of Scotland, Journal of Ecology, 55:147-170.
47. _, 1982. The Zonation of Plants in Freshwater Lakes, Advances in Ecological Research, (Macfadyen A. and E.D. Ford, editors), 12: 37-125.
48. Swindale, D.N., and J.T. Curtis, 1957. Phytosociology of the Larger Submerged Plants in Wisconsin Lakes, Ecology, 38:397-407.
49. ter Braak, C.J.F., and C.W.N. Looman, 1987. Regression, Data Analysis in Community and Landscape Ecology (R.H. Jongman, C.J.F. ter Braak, and O.F.R. van Tongeren, editors), Pudoc, Wageningen, Netherlands, pp. 29-77.
50. van der Valk, A.G., 1981. Succession in Wetlands: A Gleasonian Approach, Ecology, 62:688-696.