Use of hyperspectral remote sensing to evaluate efficacy of aquatic plant management

Invasive Plant Science and Management

Volumn 2, Issue 3, 2009, Pages 216-229

  Santos, Maria J ^a   Khanna, Shruti ^a   Hestir, Erin L ^a   Andrew, Margaret E ^a   Rajapakse, Sepalika S ^b   Greenberg, Jonathan A ^a   Anderson, Lars W J ^c   Ustin, Susan L ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

^b City of Los Angeles   (United States)

^c U S DEPARTMENT OF AGRICULTURE   (United States)

Author keywords

Change detection; Cover; Exotic species; Hyperspectral remote sensing; Weed management

Indexed keywords

EGERIA; EGERIA DENSA;

EID: 70349582791     PISSN: 19397291     EISSN: 1939747X     Source Type: Journal    
DOI: 10.1614/IPSM-08-115.1     Document Type: Article

References (78)

1. Alpine, A. E. and J. E. Cloern. 1992. Trophic interactions and direct physical effects control phytoplankton biomass and production in an estuary. Limnol. Oceanogr. 37:946-955.
2. Anderson, L. W. J. 1990. Aquatic weed problems and management in the Western United States and Canada. Pages 371-391 in A. H. Pieterse and K. J. Murphy, eds. Aquatic Weeds: The Ecology and Management of Nuisance Aquatic Vegetation. New York: Oxford University Press.
3. Anderson, L. W. J. 1999. Dissipation and movement of Sonar and Komeen following typical applications for control of Egeria densa in the Sacramento-San Joaquin Delta and Production and viability of E. densa fragments following mechanical harvesting (1997/1998). Davis, CA: U.S. Department of Agriculture-Agricultural Research Service, Environmental Impact Report for California Department of Boating and Waterways. 79 p.
4. Anderson, L. W. J. 2003. A review of aquatic weed biology and management research conducted by the United States Department of Agriculture-Agricultural Research Service. Pest Manag. Sci. 59: 801-813.
5. Bachmann, C. M., T. F. Donato, G. M. Lamela, W. J. Rhea, M. H. Bettenhausen, R. A. Fusina, K. R. D. Bois, J. H. Porter, and B. R. Truitt. 2002. Automatic classification of land cover on Smith Island, VA, using HyMAP imagery. IEEE Trans. Geosci. Remote Sens. 40: 2313-2330.
6. Beisner, B., D. Haydon, and K. Cuddington. 2003. Alternative stable states in ecology. Front. Ecol. Environ. 1:376-382.
7. Bloch, D. A. and H. C. Kraemer. 1989. 2 X 2 Kappa coefficients: measures of agreement or association. Biometrics 45:269-287.
8. Bradley, B. A. and J. F. Mustard. 2006. Characterizing the landscape dynamics of an invasive plant and risk of invasion using remote sensing. Ecol. Appl. 16:1132-1147.
9. Brown, L. R. and D. Michniuk. 2007. Littoral fish assemblages of the alien-dominated Sacramento-San Joaquin Delta, California, 1980-1983 and 2001-2003. Estuaries Coasts 30:186-200.
10. [Cal-IPC] California Invasive Plant Council. 2003. Aquatic Weeds: Policy, Prevention and Control-Proceedings of California Invasive Plant Council Symposium. Berkeley, CA: Cal-IPC. 122 p.
11. Callaway, R. M. and E. T. Aschehoug. 2000. Invasive plants versus their new and old neighbors: a mechanism for exotic invasion. Science 290: 521-523.
12. [CDBW] California Department of Boating and Waterways. 2005a. Egeria densa Control Program. Sacramento, CA: CDBW. 70 p.
13. [CDBW] California Department of Boating and Waterways. 2005b. Waterhyacinth Control Program. Sacramento, CA: CDBW. 40 p
14. [CDBW] California Department of Boating and Waterways. 2006. Egeria densa Control Program: Second Addendum to the 2001 Environmental Impact with Five-Year Program Review and Future Operations Plan. Sacramento, CA: CDBW. 205 p.
15. [CDBW] California Department of Boating and Waterways. 2008. Egeria densa Control Program: Annual Report 2007 application season. Sacramento, CA: CDBW. 54 p.
16. Center, T. D. and N. R. Spencer. 1981. The phenology and growth of waterhyacinth (Eichhornia crassipes (Mart.) Solms) in a eutrophic north-central Florida lake. Aquat. Bot. 10:1-32.
17. Champion, P. D. and C. C. Tanner. 2000. Seasonality of macrophytes and interaction with flow in a New Zealand lowland stream. Hydrobiologia 441:1-12.
18. Cohen, A. N. and J. T. Carlton. 1998. Accelerating invasion rate in a highly invaded estuary. Science 279:555-558.
19. Cohen, J. 1960. A coefficient of agreement for nominal scales. Educ. Psychol. Meas. 20:37-46.
20. Crooks, J. A. 2005. Lag times and exotic species: the ecology and management of biological invasions in slow-motion. Ecoscience 12: 316-329.
21. Eiswerth, M. E. and W. S. Johnson. 2002. Managing nonindigenous invasive species: insights from dynamic analysis. Environ. Resour. Econ. 23:319-342.
22. Ehler, L. E. 2006. Perspective integrated pest management (IPM): definition, historical development and implementation and the other IPM. Pest Manag. Sci. 62:787-789.
23. French, T. D. and P. A. Chambers. 1996. Habitat partitioning in riverine macrophyte communities. Freshwater Biol. 36:509-520.
24. Getsinger, K. D., J. D. Madsen, T. J. Koschnik, and M. D. Netherland. 2002. Whole lake SONAR treatments for selective control of Eurasian watermilfoil, I: application strategy and herbicide residues. Lake Reservoir Manag. 18:181-190.
25. Gibbons, M. V., H. L. Gibbons, and M. D. Sytsma. 1994. A Citizen's Manual for Developing Integrated Aquatic Vegetation Management Plans. Water Environmental Services http://www.ecy.wa.gov/programs/wq/plants/management/ manual/index.html.
26. Glenn, N. F., J. T. Mundt, K. T. Weber, T. S. Prather, L. W. Lass, and J. Pettingill. 2005. Hyperspectral data processing for repeat detection of small infestations of leafy spurge. Remote Sens. Environ. 95:399-412.
27. Golet, G. H., D. L. Brown, and E. E. Crone, et al. 2003. Using science to evaluate restoration efforts and ecosystem health on the Sacramento River Project, California. Pages 368-385 in P. M. Faber, ed. California Riparian Systems: Processes and Floodplain Management, Ecology, and Restoration. 2001 Riparian Habitat and Floodplains Conference Proceedings, Sacramento, CA: Riparian Habitat Joint Venture.
28. Gordon, D. R. 1998. Effects of invasive, non-indigenous plant species on ecosystem processes: lessons from Florida. Ecol. Appl. 8:975-989.
29. Haramoto, T. and I. Ikusima. 1988. Life cycle of Egeria densa Planch., an aquatic plant naturalized in Japan. Aquat. Bot. 30:389-403.
30. Hestir, E. L., S. Khanna, M. E. Andrew, M. J. Santos, J. H. Viers, J. A. Greenberg, S. S. Rajapakse, and S. L. Ustin. 2008. Identification of invasive vegetation using hyperspectral remote sensing in the California Delta ecosystem. Remote Sens. Environ. 112:4034-4047.
31. Hirano, A., M. Madden, and R. Welch. 2003. Hyperspectral image data for mapping wetland vegetation. Wetlands 23:436-448.
32. Jassby, A. D. and J. E. Cloern. 2000. Organic matter sources and rehabilitation of the Sacramento-San Joaquin Delta (California, USA). Aquat. Conserv. 10:323-352.
33. Ji, Z.-G. 2008. Hydrodynamics and Water Quality: Modeling Rivers, Lakes and Estuaries. New York: Wiley Interscience. 676 p.
34. Lee-II, H., D. A. Reusser, J. D. Olden, S. S. Smith, J. Graham, V. Burkett, J. S. Dukes, R. J. Piorkowski, and J. McPhedran. 2008. Integrated monitoring and information systems for managing aquatic invasive species in a changing climate. Conserv. Biol. 22:575-584.
35. Legendre, P. 1993. Spatial autocorrelation: trouble or new paradigm? Ecology 74:1659-1673.
36. Legendre, P., M. R. T. Dale, M. J. Fortin, J. Gurevitch, M. Horn, and D. Myers. 2002. The consequences of spatial structure for the design and analysis of ecological field surveys. Ecography 25:601-615.
37. Lehman, A. 1998. GIS modeling of submerged macrophyte distribution using generalized additive models. Plant Ecol. 139:113-124.
38. Light, T., T. Grosholz, and P. Moyle. 2005. Delta Ecological Survey (Phase I): Non-indigenous aquatic species in the Sacramento-San Joaquin Delta, a literature review. Sacramento, CA: U.S. Fish and Wildlife Service. 35 p.
39. Lodge, D. M., S. Williams, and H. J. MacIsaac, et al. 2006. Biological invasions: recommendations for U.S. policy and management. Ecol. Appl. 16:2035-2054.
40. Marcondes, D. A. S., E. D. Velini, D. Martins, R. H. Tanaka, F. T. Carvalho, A. L. Cavenaghi, and A. A. Bronhara. 2003. Eficiência de fluridone no controle de plantas aquáticas submersas no reservatório de Jupiá. Planta Daninha 21:69-77.
41. Methy, M., P. Alpert, and J. Roy. 1990. Effects of light quality and quantity on growth of the clonal plant Eichhornia crassipes. Oecologia 84:265-271.
42. Moyle, P. B. and T. Light. 1996. Fish invasions in California: do abiotic factors determine success? Ecology 77:1666-1670.
43. Nelson, L. S., A. B. Stewart, and K. D. Getsinger. 2002. Fluridone effects on fanwort and watermarigold. J. Aquat. Plant Manag. 40:58-63.
44. Netherland, M. D. and K. D. Getsinger. 1995. Potential control of hydrilla and Eurasian watermilfoil under various fluridone half-life scenarios. J. Aquat. Plant Manag. 33:36-42.
45. Netherland, M. D., K. D. Getsinger, and J. D. Skogerboe. 1997. Mesocosm evaluation of the species-selective potential fluridone. J. Aquat. Plant Manag. 35:41-50.
46. [OTA] Office of Technology Assessment. 1993. Harmful Non-Indigenous Species in the United States. Washington, DC: U.S. Congress.
47. Owens, C. S. and J. D. Madsen. 1995. Low temperature limits of water hyacinth. J. Aquat. Plant Manag. 33:63-68.
48. Penfound, W. T. and T. T. Earle. 1948. The biology of the waterhyacinth. Ecol. Monogr. 18:447-472.
49. Pennington, T. G. 2007. Seasonal changes in allocation, growth, and photosynthetic responses of the submerged macrophytes Egeria densa Planch. (Hydrocharitaceae) from Oregon and California. Ph.D dissertation. Portland, OR: Portland State University. 151 p.
50. Pennington, T. G. and M. D. Systma. 2009. Seasonal change in carbohydrate and nitrogen concentrations in Oregon and California populations of Brazilian Egeria (Egeria densa). Invasive Plant Sci. and Manage. 2:120-129.
51. Peñuelas, J., J. A. Gamon, K. L. Griffin, and C. B. Field. 1993. Assessing community type, plant biomass, pigment composition, and photosynthetic efficiency of aquatic vegetation from spectral reflectance. Remote Sens. Environ. 46:110-118.
52. Pereira,W.E.,J.L.Domagalski,F.D.Hostettler,L.R.Brown,andJ.B.Rapp. 1996. Occurrence and accumulation of pesticides and organic contaminants in river sediment, water and clam tissues from the San Joaquin River an tributaries, California. Environ. Toxicol. Chem. 15:172-180.
53. Phinn, S. R., C. Menges, G. J. E. Hill, and M. Stanford. 2000. Optimising remotely sensed solutions for monitoring, modeling and managing coastal environments. Remote Sens. Environ. 73:117-132.
54. Pimentel, D., L. Lach, R. Zuniga, and D. Morrison. 2000. Environmental and economic costs of nonindigenous species in the United States. Bioscience 50:53-65.
55. Pimentel, D., R. Zuniga, and D. Morrison. 2005. Update on the environmental and economic costs associated with alien-invasive species in the United States. Ecol. Econ. 52:273-288. (Pubitemid 40307254)
56. Rejmánek, M. 2000. Invasive plants: approaches and predictions. Aust. Ecol. 25:497-506.
57. ReMetrix. 2007. 2007 Monitoring Aquatic Herbicide Treatment and Efficacy on Egeria densa Sacramento-San Joaquin Delta, CA. Annual Summary Report with Maps, Graphs and Statistics, Carmel, IN:ReMetrix. January 2008. 57 p.
58. Rockwell, H. W. 2003. Summary of a Survey of the Literature on the Economic Impact of Aquatic Weeds. Flint, MI: Aquatic Ecosystem Restoration Foundation, August 2003. 18 p.
59. Ruch, S. 2008. Assessing progress in Brazilian waterweed management in the Sacramento-San Joaquin Delta, CA: Efficacy Results from 2007 Broad-Scale Herbicide Treatment in Frank's Tract. 27th Annual Western Aquatic Plant Management Meeting. Coeur d'Alene, ID: Western Aquatic Plant Management Society.
60. Santos, M. J., L. W. Anderson, and S. L. Ustin. 2009. Spatial patterns in native and exotic submersed aquatic plant species in the Sacramento-San Joaquin River Delta. Pages 96-99 in Proceedings of the California Invasive Plant Council Symposium. Berkeley, CA: California Invasive Plant Council.
61. Sculthorpe, C. D. 1965. The Biology of Aquatic Vascular Plants. Köenigstein, West Germany: Koeltz Scientific Books. 610 p.
62. Schierenbeck, K. A., R. N. Mack, and R. R. Sharitz. 1994. Effects of herbivory on growth and biomass allocation in native and introduced species of Lonicera. Ecology 75:1661-1672.
63. Schmidt, K. S. and A. K. Skidmore. 2003. Spectral discrimination of vegetation types in coastal wetlands. Remote Sens. Environ. 85:92-108.
64. Shea, K. and P. Chesson. 2002. Community ecology theory as a framework for biological invasions. Trends Ecol. Evol. 17:170-176.
65. Silvestri, S., M. Marani, and A. Marani. 2003. Hyperspectral remote sensing of salt marsh vegetation, morphology and soil topography. Phys. Chem. Earth 28:15-25.
66. Sprecher, S. L., M. D. Netherland, and A. B. Stewart. 1998. Phytoene and carotene response of aquatic plants to fluridone under laboratory conditions. J. Aquat. Plant Manag. 36:111-120.
67. Suding, K. N., K. L. Gross, and G. R. Houseman. 2004. Alternative states and positive feedbacks in restoration ecology. Trends Ecol. Evol. 19:46-53.
68. Toft, J. D. 2000. Community effects of the non-indigenous aquatic plant waterhyacinth (Eichhornia crassipes) in the Sacramento/San Joaquin Delta, California. M.S. thesis. Seattle, WA: University of Washington. 86 p.
69. Toft, J. D., C. A. Simenstad, J. R. Cordell, and L. F. Grimaldo. 2003. The effects of introduced waterhyacinth on habitat structure, invertebrate assemblages, and fish diets. Estuaries 26:746-758.
70. Underwood, E., S. L. Ustin, and D. DiPietro. 2003. Mapping non- native species using hyperspectral imagery. Remote Sens. Environ. 86: 150-161.
71. Underwood, E. C., M. J. Mulitsch, J. A. Greenberg, M. L. Whiting, S. L. Ustin, and S. C. Kefauver. 2006. Mapping of invasive aquatic vegetation in the Sacramento-San Joaquin Delta using hyperspectral imagery. Environ. Monitor. Assess. 121:47-64.
72. Ustin, S. L., D. DiPietro, K. Olmstead, E. Underwood, and G. J. Scheer. 2002. Hyperspectral remote sensing for invasive species detection and mapping. Pages 1658-1660 in Geoscience and Remote Sensing Symposium-IGARSS '02. 2002. Piscataway, NJ: IEEE International.
73. Van-Damme, S., E. Struyf, T. Maris, T. Ysebaert, F. Dehairs, M. Tackx, C. Heip, and P. Meire. 2005. Spatial and temporal patterns of water quality along the estuarine salinity gradient of the Scheldt estuary (Belgium and The Netherlands): results of an integrated monitoring program. Hydrobiologia 540:29-45.
74. Viaroli, P., M. Bartoli, C. Bondavalli, R. R. Christian, G. Giordani, and M. Naldi. 1996. Macrophyte communities and their impact on the benthic fluxes of oxygen, sulphide and nutrients in shallow eutrophic environments. Hydrobiologia 329:105-119.
75. Werner, I., L. A. Deanovic, V. Connor, V. Vlaming, H. C. Bailey, and D. E. Hinton. 2000. Insecticide-caused toxicity to Ceriodaphnia dubia (Cladocera) in the Sacramento-San Joaquin River Delta, California, USA. Environ. Toxicol. Chem. 19:215-227.
76. Williams, A. E., H. C. Duthie, and R. E. Hecky. 2005. Waterhyacinth in Lake Victoria: why did it vanish so quickly and will it return? Aquat. Bot. 81:300-314.
77. Winfield, I. J., C. Onoufriou, M. J. O'Connell, M. Godlewska, R. M. Ward, A. F. Brown, and M. L. Yallop. 2007. Assessment in two shallow lakes of a hydroacoustic system for surveying aquatic macrophytes. Hydrobiologia 584:111-119.
78. Zavaleta, E. S., R. J. Hobbs, and H. A. Mooney. 2001. Viewing invasive species removal in a whole-ecosystem context. Trends Ecol. Evol. 16:454-459.