Identification and quantification of aquatic vegetation with hyperspectral remote sensing in western Nevada rivers, USA

References

• APHA (American Public Health Association) . 1998 . Standard Methods for the Examination of Water and Wastewater , Edited by: L.S. Clesceri , A.E. , Greenberg and Eaton , A.D. 10 – 34 . Baltimore , MD : American Public Health Association .
   Google Scholar
• Andréfouët , S. , Payri , C. , Hochberg , E.J. , Hu , C.M. , Atkinson , M.J. and Muller-Karger , F.E. 2004 . Use of in situ and airborne reflectance for scaling-up spectral discrimination of coral reef macroalgae from species to communities . Marine Ecology-Progress Series , 283 : 161 – 177 .
   Web of Science ®Google Scholar
• Bajjouk , T. , Guilaumont , B. and Populus , J. 1996 . Application of airborne imaging spectrometry system data to intertidal seaweed classification and mapping . Hydrobiologia , 326/327 : 463 – 471 .
   Web of Science ®Google Scholar
• Brooks , K.N. , Folliott , P.F. , Gregersen , H.M. and DeBano , L.F. 2003 . Hydrology and the Management of Watersheds , 3rd , 263 – 273 . 285 Ames , IA : Iowa State Press .
   Google Scholar
• Chen , Z. , Curran , P.J. and Hansom , J.D. 1992 . Derivative reflectance spectroscopy to estimate suspended sediment concentration . Remote Sensing of Environment , 40 : 67 – 77 .
   Web of Science ®Google Scholar
• Colwell , J.E. 1974 . Vegetation canopy reflectance . Remote Sensing of Environment , 3 : 175 – 183 .
   Google Scholar
• Davis , C.J. 2007 . Periphyton dynamics and environmental associations: Truckee River, CA-NV, USA , Reno, NV , , USA : Master's thesis, University of Nevada .
   Google Scholar
• Ferrari , G.M. and Tassan , S. 1999 . A method using chemical oxidation to remove light absorption by phytoplankton pigments . Journal of Phycology , 35 : 1090 – 1098 .
   Web of Science ®Google Scholar
• Fritsen , C.H. , Latham , Z. , Memmott , J. , Davis , C. and Rost , A. 2006 . Dissolved oxygen dynamics in the Carson River, Nevada: results from field programs during the summers of 2003 and 2004 , Reno , NV : Desert Research Institute .
   Google Scholar
• Han , L. and Rundquist , D.C. 1997 . Comparison of NIR/RED ratio and first derivative of reflectance in estimating algal-chlorophyll concentration: a case study in a turbid reservoir . Remote Sensing of Environment , 62 : 253 – 261 .
   Web of Science ®Google Scholar
• Hedley , J.D. , Mumby , P.J. , Joyce , K.E. and Phinn , S.R. 2004 . Spectral unmixing of coral reef benthos under ideal conditions . Coral Reefs , 23 : 60 – 73 .
   Web of Science ®Google Scholar
• Hellweger , F.L. , Schlosser , P. , Lall , U. and Weissel , J.K. 2004 . Use of satellite imagery for water quality studies in New York harbor . Estuarine, Coastal and Shelf Science , 61 : 437 – 448 .
   Web of Science ®Google Scholar
• Hochberg , E.J. and Atkinson , M.J. 2003 . Capabilities of remote sensors to classify coral, algae, and sand as pure and mixed spectra . Remote Sensing of Environment , 85 : 174 – 189 .
   Web of Science ®Google Scholar
• Holden , H. and Ledrew , E. 1999 . Hyperspectral identification of coral reef features . International Journal of Remote Sensing , 20 : 2545 – 2563 .
   Web of Science ®Google Scholar
• Jakubauskas , M. , Kindscher , K. , Fraser , A. and Debinski , D.N. 2000 . Close-range remote sensing of aquatic macrophyte vegetation cover . International Journal of Remote Sensing , 21 : 3533 – 3538 .
   Web of Science ®Google Scholar
• Jollineau , M.Y. and Howarth , P.J. 2008 . Mapping an inland wetland complex using hyperspectral imagery . International Journal of Remote Sensing , 29 : 3609 – 3631 .
   Web of Science ®Google Scholar
• Legleiter , C.J. 2003 . Spectrally driven classification of high spatial resolution, hyperspectral imagery: a tool for mapping in-stream habitat . Environmental Management , 32 : 399 – 411 .
   PubMed Web of Science ®Google Scholar
• Louchard , E.M. , Reid , R.P. , Stephens , C.F. , Davis , C.O. , Leathers , R.A. , Downes , T.V. and Maffione , R. 2002 . Derivative analysis of absorption features in hyperspectral remote sensing data of carbonate sediments . Optics Express , 10 : 1573 – 1584 .
   PubMed Web of Science ®Google Scholar
• Malthus , T.J. and George , D.G. 1997 . Airborne remote sensing of macrophytes in Cefni Reservoir, Anglesey, UK . Aquatic Botany , 58 : 317 – 332 .
   Web of Science ®Google Scholar
• Marcus , W.A. , Legleiter , C.J. , Aspinall , R.J. , Boardman , J.W. and Crabtree , R. 2003 . High spatial resolution hyperspectral mapping of in-stream habitats, depths, and woody debris in mountain streams . Geomorphology , 55 : 363 – 380 .
   Web of Science ®Google Scholar
• Metsamaa , L. , Kutser , T. and Strömbeck , N. 2006 . Recognising cyanobacterial blooms based on their optical signature: a modeling study . Boreal Environment Research , 11 : 493 – 506 .
   Web of Science ®Google Scholar
• Parsons , T.R. , Maita , Y. and Lalli , C.M. 1984 . “ Determination of chlorophylls and total carotenoids: spectrophotometric method ” . In A Manual of Chemical and Biological Methods for Seawater Analysis , 1st , 101 – 104 . Oxford : Pergamon Press .
   Google Scholar
• Peñuelas , J. , Gamon , J.A. , Griffin , K.L. and Field , C.B. 1993 . Assessing community type, plant biomass, pigment composition, and photosynthetic efficiency of aquatic vegetation from spectral reflectance . Remote Sensing of Environment , 46 : 110 – 118 .
   Web of Science ®Google Scholar
• Ritchie , J.C. , Zimba , P.V. and Everitt , J.H. 2003 . Remote sensing techniques to assess water quality . Photogrammetric Engineering & Remote Sensing , 69 : 695 – 704 .
   Web of Science ®Google Scholar
• Robinson , M.R. 2003 . The Azolla-Anabaena symbiosis in the lower Truckee River, Nevada , Reno, NV , , USA : Master's thesis, University of Nevada .
   Google Scholar
• Rundquist , D.C. , Han , L. , Schalles , J.F. and Peake , J.S. 1996 . Remote measurement of algal chlorophyll in surface waters: the case for the first derivative of reflectance near 690nm . Photogrammetric Engineering & Remote Sensing , 62 : 195 – 200 .
   Web of Science ®Google Scholar
• Rundquist , D.C. , Schalles , J.F. and Peake , J.S. 1995 . The response of volume reflectance to manipulated algal concentrations above bright and dark bottoms at various depths in an experimental pool . Geocarto International , 10 : 5 – 14 .
   Google Scholar
• Simis , S.G.H. , Ruiz-Verdú , A. , Domínguez-Gómez , J.A. , Peña-Martinez , R. , Peters , S.W.M. and Gons , H.J. 2007 . Influence of phytoplankton pigment composition on remote sensing of cyanobacterial biomass . Remote Sensing of Environment , 106 : 414 – 427 .
   Web of Science ®Google Scholar
• South , R.G. and Whittick , A. 1987 . Introduction to Phycology , 263 – 271 . San Diego , CA : Blackwell Scientific Publications .
   Google Scholar
• Spicer , J. 2005 . Making Sense of Multivariate Data Analysis , Thousand Oaks , CA : Sage Publications, Inc. .
   Google Scholar
• Tabachnick , B.G. and Fidell , L.S. 2007 . Using Multivariate Statistics , 5th , Boston , MA : Pearson Education, Inc. .
   Google Scholar
• Thompson , B. 1995 . Stepwise regression and stepwise discriminant analysis need not apply here: a guidelines editorial . Educational and Psychological Measurement , 55 : 525 – 534 .
   Web of Science ®Google Scholar
• Triola , M.F. 2006 . Elementary Statistics , 10th , Boston , MA : Pearson Education, Inc. .
   Google Scholar
• Tyler , A.N. , Svab , E. , Preston , T. , Présing , M. and Kovács , W.A. 2006 . Remote sensing of the water quality of shallow lakes: a mixture modeling approach to quantifying phytoplankton in water characterized by high-suspended sediment . International Journal of Remote Sensing , 27 : 1521 – 1537 .
   Web of Science ®Google Scholar
• Underwood , E.C. , Mulitsch , M.J. , Greenberg , J.A. , Whiting , M.L. , Ustin , S.L. and Kefauver , S.C. 2006 . Mapping invasive aquatic vegetation in the Sacramento-San Joaquin delta using hyperspectral imagery . Environmental Monitoring and Assessment , 121 : 47 – 64 .
   PubMed Web of Science ®Google Scholar
• Vahtmäe , E. , Kutser , T. , Martin , G. and Kotta , J. 2006 . Feasibility of hyperspectral remote sensing for mapping benthic macroalgal cover in turbid coastal waters—a Baltic Sea case study . Remote Sensing of Environment , 101 : 342 – 351 .
   Web of Science ®Google Scholar
• Williams , D.J. , Rybicki , N.B. , Lombana , A.V. , O, Brien , T.M. and Gomez , R.B. 2003 . Preliminary investigation of submerged aquatic vegetation mapping using hyperspectral remote sensing . Environmental Monitoring and Assessment , 81 : 383 – 392 .
   PubMed Web of Science ®Google Scholar
• Yuan , L. and Zhang , L.Q. 2007 . The spectral responses of a submerged plant Vallisneria spiralis with varying biomass using spectroradiometer . Hydrobiologia , 579 : 291 – 299 .
   Web of Science ®Google Scholar
• Zacharias , M. , Niemann , O. and Borstad , G. 1992 . An assessment and classification of a multispectral bandset for the remote sensing of intertidal seaweeds . Canadian Journal of Remote Sensing , 18 : 263 – 274 .
   Google Scholar
• Zimba , P.V. and Gitelson , A. 2006 . Remote estimation of chlorophyll concentration in hyper-eutrophic aquatic systems: model tuning and accuracy optimization . Aquaculture , 256 : 272 – 286 .
   Web of Science ®Google Scholar