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Original Articles

Using hyperspectral remote sensing to estimate chlorophyll‐a and phycocyanin in a mesotrophic reservoir

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Pages 4147-4162 | Received 17 Apr 2007, Accepted 16 Apr 2009, Published online: 13 Sep 2010

References

  • Backer , L.C. 2002 . Cyanobacterial harmful algal blooms (CyanoHABs): developing a public health response . Lake and Reservoir Management , 18 : 20 – 31 .
  • Carmichael , W.W. 2001 . Health effects of toxin‐producing cyanobacteria: ‘the CyanoHABs’ . Human and Ecological Risk Assessment , 7 : 1393 – 1407 .
  • Dall'olmo , G. , Gitelson , A.A. , Rundquist , D.C. , Leavitt , B. , Barrow , T. and Holz , J.C. 2005 . Assessing the potential of SeaWiFS and MODIS for estimating chlorophyll concentration in turbid productive water using red and near‐infrared bands . Remote Sensing of Environment , 96 : 176 – 187 .
  • Dekker , A.G. 1993 . “ Detection of optical water quality parameters for eutrophic waters by high resolution remote sensing ” . In PhD Thesis , Amsterdam : Vrije University .
  • Dekker , A.G. , Malthus , T.J. , Wijnen , M.M. and Seyhan , E. 1992 . Remote sensing as a tool for assessing water quality in Loosdrecht lakes . Hydrobiologia , 233 : 137 – 159 .
  • Eckhardt , D.W. , Verdin , J.P. and Lyford , G.R. 1990 . Automated update of an irrigated lands GIS using SPOT HRV imagery . Photogrammetric Engineering and Remote Sensing , 56 : 1515 – 1522 .
  • Elvidge , C.D. , Yuan , D. , Weerackoon , R.D. and Lunetta , R.S. 1995 . Relative radiometric normalization of Landsat Multispectral Scanner (MSS) data using an automatic scattergram‐controlled regression . Photogrammetric Engineering and Remote Sensing , 61 : 1255 – 1260 .
  • Epa , Method . 1997 . In vitro determination of chlorophyll a and pheophytin a in marine and freshwater algae by fluorescence , Cincinnati , OH : US Environmental Protection Agency . 445.0,Method 445.0, Revision 1.2
  • Gitelson , A.A. 1992 . The peak near 700 nm on radiance spectra of algae and water: relationships of its magnitude and position with chlorophyll concentration . International Journal of Remote Sensing , 13 : 3367 – 3373 .
  • Gitelson , A.A. , Laorawat , S. , Keydan , G.P. and Vonshank , A. 1995 . Optical properties of dense algal culture outdoors and their application to remote estimation of biomass and pigment concentration in Spirulina Platensis (Cyanobacteria) . Journal of Phycology , 31 : 828 – 834 .
  • Gitelson , A.A. , Schelles , J.F. , Rundquist , D.C. , Schiebe , F.R. and Yacobi , Y. 1999 . Comparative reflectance properties of algal cultures with manipulated densities . Journal of Applied Phycology , 11 : 345 – 354 .
  • Gitelson , A.A. , Yacobi , Y.Z. , Schalles , J.F. , Rundquist , D.C. , Han , L. , Stark , R. and Etzion , D. 2000 . Remote estimation of phytoplankton density in productive waters . Archiv fuer Hydrobiologie ‐ Special Issue Advancements in Limnology , 55 : 121 – 136 .
  • Glen , S , Garnett , C.G. , Moore , M.R. and Florian , P. 2001 . The predicted impact of climate change on toxic algal (cyanobacterial) blooms and toxin production in Queensland (online) . Environmental Health , 1 : 76 – 88 .
  • Gons , H.J. 1999 . Optical teledetection of chlorophyll a in turbid inland water . Environmental Science and Technology , 33 : 1127 – 1132 .
  • Gons , H.J. , Rijkeboer , M. and Ruddick , K.G. 2002 . A chlorophyll‐retrieval algorithm for satellite imagery (Medium Resolution Imaging Spectrometer) of inland and coastal waters . Journal of Plankton Research , 24 : 947 – 951 .
  • Hallegraeff , G.M. 1993 . A review of harmful algal blooms and their apparent global increase . Phycologia , 32 : 79 – 99 .
  • Han , L.‐H . 1997 . Spectral reflectance with varying suspended sediment concentrations in clear and algae‐laden waters . Photogrammetric Engineering and Remote Sensing , 63 : 701 – 705 .
  • Heo , J. and Fitzhugh , T.W. 2000 . A standardized radiometric normalization method for change detection using remotely sensed imagery . Photogrammetric Engineering and Remote Sensing , 66 : 173 – 181 .
  • Hunter , P. , Tyler , A.N. , Presting , M. , Kovacs , A. and Preston , T. 2008 . Spectral discrimination of phytoplankton color groups: the effect of suspended particulate matter and sensor spectral resolution . Remote Sensing of Environment , 112 : 1527 – 1544 .
  • Indiana Department of Environmental Management, 2006, Indiana Integrated Water Quality Monitoring and Assessment Report. Available online at http://www.in.gov/idem/programs/water/303d/index.html (http://www.in.gov/idem/programs/water/303d/index.html) (Accessed: 6 March 2007 ).
  • Jupp , D.L. , Kirk , J.T.O. and Harris , G.P. 1994 . Detection, identification and mapping of cyanobacteria using remote sensing to measure the optical quality of turbid inland waters . Australian Journal of Marine and Freshwater Research , 45 : 801 – 828 .
  • Kallio , K. , Kuster , T. , Hannonen , T. , Koponen , S. , Pullianinen , J. , Vepsalainen , J. and Pyhalahti , T. 2001 . Retrieval of water quality from airborne imaging spectrometry of various lake types in different seasons . The Science of the Total Environment , 268 : 59 – 77 .
  • Kallio , K. , Koponen , S. and Pullianinen , J. 2003 . Feasibility of airborne imaging spectrometry for lake monitoring – a case study of spatial chlorophyll a distribution in two meso‐eutropic lakes . International Journal of Remote Sensing , 24 : 3771 – 3790 .
  • Li , L. , Pascual , D.L. , Tedesco , L.P. , Randolph , K.L. , Sengpiel , R.E. and Hall , B.E. 2006 . Developing a Survey Tool for the Rapid Assessment of Blue‐Green Algae in Central Indiana's Reservoirs , Indianapolis , IN : IUPUI, Central Indiana Resources Partnership / CEES .
  • Mertes , L.A. , Dekker , A.G. , Brakenridge , G.R. , Birkett , C.M. and Letouneau , G. 2004 . Rivers and lakes. In Remote Sensing for Natural Resource Management and Enivronmental Monitoring , Edited by: Ustin , S.L. 345 – 400 . New Jersey : John Wiley & Sons, Inc .
  • Millie , D.F. , Baker , M.C. , Tucker , C.S. , Vinyard , B.T. and Dionigi , C.P. 1992 . High‐resolution airborne remote sensing of bloom‐forming phytoplankton . Journal of Phycology , 28 : 281 – 290 .
  • Mittenzwey , K.‐H , Gitelson , A.A. and Kondratiev , K.Y. 1992 . Determination of chlorophyll a of inland waters on the basis of spectral reflectance . Limnology and Oceanography , 37 : 147 – 149 .
  • Morel , A. and Prieur , L. 1977 . Analysis of variations in ocean color . Limnology and Oceanography , 22 : 709 – 722 .
  • Olthof , I. , Pouliot , D. , Fernandes , R. and Latifovic , R. 2005 . Landsat‐7 ETM+ radiometric normalization comparison for northern mapping applications . Remote Sensing of Environment , 95 : 388 – 398 .
  • Richardson , L.L. 1996 . Remote sensing of algal bloom dynamics . BioScience , 46 : 492 – 501 .
  • Richardson , L.L. , Buisson , D. , Liu , C. and Ambrosia , V. 1994 . The detection of algal photosynthetic accessory pigments using Airborne Visible‐Infrared Imaging Spectrometer (AVIRIS) spectral data . Marine Technology Society Journal , 28 : 10 – 21 .
  • Rowan , K.S. 1989 . Photosynthetic Pigments of Algae , Cambridge , , UK : Cambridge University Press .
  • 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 690 nm . Photogrammetric Engineering and Remote Sensing , 62 : 195 – 200 .
  • Sarada , R. , Pillai , M.G. and Ravishankar , G.A. 1999 . Phycocyanin from Spirulina sp: influence of processing of biomass on phycocyanin yield, analysis of efficacy of extraction methods and stability studies on phycocyanin . Process Biochemistry , 34 : 795 – 801 .
  • Schalles , J.F. and Yacobi , Y.Z. 2000 . Remote detection and seasonal patterns of phycocynin, carotenoid and chlorophyll pigments in eutrophic waters . Archiv fuer Hydrobiologie – Special Issue Advancements in Limnology , 55 : 153 – 168 .
  • Schalles , J.F. , Gitelson , A.A. , Yacobi , Y.Z. and Kroenke , A.E. 1998 . Estimation of chlorophyll a from time series measurements of high spectral resolution reflectance in an eutrophic lake . Journal of Phycology , 34 : 383 – 390 .
  • Schott , J.R. , Slavaggio , C. and Volchok , W.J. 1988 . Radiometric scene normalization using pseudoinvariant features . Remote Sensing of Environment , 26 : 1 – 16 .
  • Simis , S.G. , Peters , S.W. and Gons , H. 2005 . Remote sensing of the cyanobacterial pigment phycocyanin in turbid inland water . Limnology and Oceanography , 50 : 237 – 245 .
  • Simis , S.G. H. , Ruiz‐Verdú , A.R. , 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 .
  • Sturm , R.H. , Gilbert , R.H. , Brock , R.A. and Crooke , J.D. 1991 . Soil Survey of Marion County Indiana , Washington , D.C. : Natural Resources Conservation Service – United States Department of Agriculture .
  • Tedesco , L.P. , Atekwana , E.A. , Filippelli , G. , Licht , K. , Schrake , L.K. , Hall , B.E. , Pascual , D.L. , Latimer , J. , Raftis , R. , Sapp , D. , Linsey , G. , Maness , R. , Pershing , D. , Peterson , D. , Ozekin , K. , Mysore , C. and Prevost , M. 2003 . Water Quality and Nutrient Cycling in Three Indiana Watersheds and their Reservoirs: Eagle Creek / Eagle Creek Reservoir, Fall Creek / Geist Reservoir and Cicero Creek / Morse Reservoir, publication 2003‐01 , Indianapolis , IN : IUPUI, Central Indiana Water Resources Partnership / CEES .
  • Vincent , R.K. , Qin , X. , Mckay , R.M. , Miner , J. , Czajkowski , K. , Savino , J. and Bridgeman , T. 2004 . Phycocyanin detection from Landsat TM data for mapping cyanobacterial blooms in Lake Erie . Remote Sensing of Environment , 89 : 381 – 392 .
  • Yacobi , Y.Z. , Gitelson , A. and Mayo , M. 1995 . Remote sensing of chlorophyll in Lake Kinneret using high‐spectral‐resolution radiometer and Landsat TM: spectral features of reflectance and algorithm development . Journal of Plankton Research , 17 : 2155 – 2173 .

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