Full text: Technical Commission VIII (B8)

chlorophyll-a absorption feature at 676 nm, R(676). The peak is 
shifting towards longer wavelengths with increasing 
concentration of phytoplankton in the water. We have 
continuous spectra with 2 nm interval. Therefore, the peak value 
was taken from the spectral range 690 nm to 716 nm instead of 
a fixed wavelength like you have to do in the case of satellite 
data. The correlation was very good as seen in Figure 3. The 
Lake Harku samples with chlorophyll-a concentration above 
200 mg/m? make the correlation better than it would have been 
for the lakes with smaller concentrations. The only point 
currently significantly off from the regression line (see Figure 3) 
is Lake Támnaren where the strong winds and shallow water 
depth caused high amount of suspended sediments in the water 
(TSS=64.95). Most of the suspended matter (63%) were organic 
particles absorbing light as the total absorption measured in 
Tamnaren was significantly higher than in most other lakes. 
This may have affected also red part of spectrum used in the 
chlorophyll-a retrieval algorithm. 
  
  
  
250 
mn 200 NS T ut 
t i. 
— 
oo 
E 150 
S 
S 100 
e 
= 
e * 
50 al 2 
= y=111.09x + 17.384 
& s 
°* R? = 0.925 | 
0 0.5 T 1.5 2 2.5 
Maxíred)-R(676) 
Figure 3. Correlation between the height of the reflectance peak 
near 700 nm and concentration of chlorophyll-a. 
Several band-ratio type algorithms were tested for total, organic 
and inorganic suspended matter retrieval (Kallio et al. 2001, 
Doxaran et al. 2005). However, no sufficiently good algorithms 
were found up to now for these lakes. 
4. REFERENCES 
Backer, L.C., and McGillicuddy, D.J. 2006 Harmful algal 
blooms. At the interface between coastal oceanography and 
human health. Oceanography, 19, pp. 94-106. 
Battin, T.J., Luyssaert, S., Kaplan L.A., Aufdenkampe, A.K., 
Richter, A., and Tranvik, L.J. 2009. The boundless carbon 
cycle. Nature Geoscience, 2, pp. 598-600. 
Brando, V., Anstee, J., Wettle, M., Dekker, A., Phinn, S., 
Roelfsema, C., 2009. A physics based retrieval and quality 
assessment of bathymetry from suboptimal hyperspectral data. 
Remote Sensing of Environment, 113, pp. 755-70. 
Cole J.J., Y. T. Prairie, N. F. Caraco, W. H. McDowell, L. J. 
Tranvik, R. G. Striegl, C. M. Duarte, P. Kortelainen, J. A. 
Downing, J. J. Middelburg, 2007. Plumbing the global carbon 
cycle: integrating inland waters into the terrestrial carbon 
budget. Ecosystems, 10, pp. 171—184. 
Davies-Colley, R. J., and Vant, W. N. 1987. Absorption of light 
by yellow substance in freshwater lakes. Limnology and 
Oceanography, 32, pp. 416—425. 
Doxaran, D, Cerukuru, R.C.N., and Lavender S.J., 2005. Use 
of reflectance band ratios to estimate suspended and dissolved 
matter concentrations in estuarine waters. /nternational Journal 
of Remote Sensing, 26(8), pp. 1763-17609. 
Edler, L., Fernó, S., Lind, M.G., Lundberg, R., and Nilsson, 
P.O. 1985. Mortality of dogs associated with a bloom of the 
cyanobacterium Nodularia spumigena in the Baltic Sea. 
Ophelia, 24, pp. 103-109. 
ESS method, 340.2. 1993. Total suspended solids, Mass 
balance, Volatile suspended solids. Environmental Sciences 
Section, 3, pp. 189—192. 
Glibert, P.M., Seitzinger, S., Heil, C.A., Burkholder, J.M., 
Parrow, M.W., Codispoti L.A., and Kelly, V., 2005. The role of 
eutrophication in the global proliferation of harmful algal 
blooms. New perspectives and new approaches. Oceanography, 
18, pp. 198-209. 
Gower, J., King, S., Borstad, G. and Brown, L., 2005. 
Detection of intense plankton blooms using the 709nm band of 
the MERIS imaging spectrometer. International Journal of 
Remote Sensing, 26(9), pp. 2005-2012 
Ferrari, G. M., and Tassan, S., 1999. A method using chemica 
oxidation to remove light absorption by phytoplankton 
pigments. Journal o. Phycology, 35, pp. 1090—1098 
Gitelson, 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(17) pp. 3367-3373. 
Hallegraeff, G.M., 2003. Harmful algal blooms A global 
review. In: Hallegraeff G.M., Anderson D.M., Cembella A.D. 
(Eds.) Manual on harmful marine microalgae, pp. 1-22, 
UNESCO. 
Horner, R.A., Garrison, D.L., and Plumley, F.G., 1997. Harmful 
algal blooms and red tide problems on the US west coast. 
Limnology and Oceanography, 42, pp. 1076-1088. 
ISO 10260. 1992(E) Water quality — Measurements of 
biochemical parameters — Spectrophotometric determination of 
chlorophyll-a concentration. (Geneva, Switzerland: ISO): 1—6 
Kutser, T., 1997. Estimation of water quality in turbid inland 
and coastal waters by passive optical remote sensing. Ph.D. 
Disertation, Tartu University Press 
Kallio, K., T. Kutser, T. Hannonen, S. Koponen, J. Pulliainen, 
J. Vepsäläinen, T. Pyhälahti, 2001. Retrieval of water quality 
from airborne imaging spectrometry of various lake types in 
different seasons, The Science of the Total Environment, 268, 
pp. 59-77. 
Kutser, T., A. Herlevi, K. Kallio, H. Arst, 2001. A hyperspectral 
model for interpretation of passive optical remote sensing data 
from turbid lakes, The Science of the Total Environment 268, 
pp. 47-58. 
     
      
  
    
    
   
  
     
   
  
  
  
  
  
  
   
    
     
  
  
    
   
    
   
   
    
  
    
    
   
   
    
   
    
   
   
   
   
    
    
   
   
     
   
Kutser, T 
benthic h 
Proceedii 
Kutser, T 
benthic s 
spectral 1 
449-460 
Kutser, ' 
colored « 
by satelli 
3:033538 
Kutser T 
and othe 
waters. / 
4425. 
Kutser, 
2005, M 
Sensing 
Kutser, ' 
Kallio, 2 
absorptic 
Ecosyste 
Kutser, 
cyanoba 
and Oce 
Kutser, 
interface 
Proceed 
Korea. 
Landsbe 
aquatic i 
Matthev 
procedu 
transitio 
3201), 
Lesser, 
properti 
hypersp 
829. 
McDon 
the chl 
Enviror 
Carcin 
Metsarr 
cyanob: 
modelli 
506. 
Mobley 
Users' 
pages. 
Mobley 
A. Leat
	        
Waiting...

Note to user

Dear user,

In response to current developments in the web technology used by the Goobi viewer, the software no longer supports your browser.

Please use one of the following browsers to display this page correctly.

Thank you.