Vol. 37
Latest Volume
All Volumes
PIER 176 [2023] PIER 175 [2022] PIER 174 [2022] PIER 173 [2022] PIER 172 [2021] PIER 171 [2021] PIER 170 [2021] PIER 169 [2020] PIER 168 [2020] PIER 167 [2020] PIER 166 [2019] PIER 165 [2019] PIER 164 [2019] PIER 163 [2018] PIER 162 [2018] PIER 161 [2018] PIER 160 [2017] PIER 159 [2017] PIER 158 [2017] PIER 157 [2016] PIER 156 [2016] PIER 155 [2016] PIER 154 [2015] PIER 153 [2015] PIER 152 [2015] PIER 151 [2015] PIER 150 [2015] PIER 149 [2014] PIER 148 [2014] PIER 147 [2014] PIER 146 [2014] PIER 145 [2014] PIER 144 [2014] PIER 143 [2013] PIER 142 [2013] PIER 141 [2013] PIER 140 [2013] PIER 139 [2013] PIER 138 [2013] PIER 137 [2013] PIER 136 [2013] PIER 135 [2013] PIER 134 [2013] PIER 133 [2013] PIER 132 [2012] PIER 131 [2012] PIER 130 [2012] PIER 129 [2012] PIER 128 [2012] PIER 127 [2012] PIER 126 [2012] PIER 125 [2012] PIER 124 [2012] PIER 123 [2012] PIER 122 [2012] PIER 121 [2011] PIER 120 [2011] PIER 119 [2011] PIER 118 [2011] PIER 117 [2011] PIER 116 [2011] PIER 115 [2011] PIER 114 [2011] PIER 113 [2011] PIER 112 [2011] PIER 111 [2011] PIER 110 [2010] PIER 109 [2010] PIER 108 [2010] PIER 107 [2010] PIER 106 [2010] PIER 105 [2010] PIER 104 [2010] PIER 103 [2010] PIER 102 [2010] PIER 101 [2010] PIER 100 [2010] PIER 99 [2009] PIER 98 [2009] PIER 97 [2009] PIER 96 [2009] PIER 95 [2009] PIER 94 [2009] PIER 93 [2009] PIER 92 [2009] PIER 91 [2009] PIER 90 [2009] PIER 89 [2009] PIER 88 [2008] PIER 87 [2008] PIER 86 [2008] PIER 85 [2008] PIER 84 [2008] PIER 83 [2008] PIER 82 [2008] PIER 81 [2008] PIER 80 [2008] PIER 79 [2008] PIER 78 [2008] PIER 77 [2007] PIER 76 [2007] PIER 75 [2007] PIER 74 [2007] PIER 73 [2007] PIER 72 [2007] PIER 71 [2007] PIER 70 [2007] PIER 69 [2007] PIER 68 [2007] PIER 67 [2007] PIER 66 [2006] PIER 65 [2006] PIER 64 [2006] PIER 63 [2006] PIER 62 [2006] PIER 61 [2006] PIER 60 [2006] PIER 59 [2006] PIER 58 [2006] PIER 57 [2006] PIER 56 [2006] PIER 55 [2005] PIER 54 [2005] PIER 53 [2005] PIER 52 [2005] PIER 51 [2005] PIER 50 [2005] PIER 49 [2004] PIER 48 [2004] PIER 47 [2004] PIER 46 [2004] PIER 45 [2004] PIER 44 [2004] PIER 43 [2003] PIER 42 [2003] PIER 41 [2003] PIER 40 [2003] PIER 39 [2003] PIER 38 [2002] PIER 37 [2002] PIER 36 [2002] PIER 35 [2002] PIER 34 [2001] PIER 33 [2001] PIER 32 [2001] PIER 31 [2001] PIER 30 [2001] PIER 29 [2000] PIER 28 [2000] PIER 27 [2000] PIER 26 [2000] PIER 25 [2000] PIER 24 [1999] PIER 23 [1999] PIER 22 [1999] PIER 21 [1999] PIER 20 [1998] PIER 19 [1998] PIER 18 [1998] PIER 17 [1997] PIER 16 [1997] PIER 15 [1997] PIER 14 [1996] PIER 13 [1996] PIER 12 [1996] PIER 11 [1995] PIER 10 [1995] PIER 09 [1994] PIER 08 [1994] PIER 07 [1993] PIER 06 [1992] PIER 05 [1991] PIER 04 [1991] PIER 03 [1990] PIER 02 [1990] PIER 01 [1989]
0000-00-00
A Semi-Empirical Algorithm of Water Transparency at the Green Wavelength Band of Optical Remote Sensing
By
, Vol. 37, 191-203, 2002
Abstract
This study employed water transparent characteristics from the Gulf and archipelago of Finland and the corresponding data sets of optical sensors at the green wavelength band to estimate Secchi disk depth (SDD). The SDD is one major optical measurement of water transparency in the study area,where the coastal waters are dominated by absorption from both dissolved and particulate organic matter since the Gulf is optically dominated by scattering from suspended sediments. Concurrent in situ measurements,Landsat TM and simulated SeaWiFS data were obtained in August 1997. The results show that the SDD from the narrow green bandwidth (20 nm) data of simulated SeaWiFS is slightly better than the SDD from the broad green bandwidth (80 nm) data of TM using the semi-empirical algorithm developed in the study. The study of water transparent characteristics in the area still needs to be further investigated using SeaWiFS,MODIS and MERIS in the future.
Citation
Jouni Pulliainen Martti Hallikainen , "A Semi-Empirical Algorithm of Water Transparency at the Green Wavelength Band of Optical Remote Sensing," , Vol. 37, 191-203, 2002.
doi:10.2528/PIER02031506
http://www.jpier.org/PIER/pier.php?paper=0203156
References

1. Alfoldi, T. and J. C. Munday, "Water quality analysis by digital chromaticity mapping of Landsat data," Canadian J. Remote Sens., Vol. 4, 108-122, 1978.
doi:10.1080/07038992.1978.10854974

2. Moore, G. K., "Satellite remote sensing of water quality," Hydrol. Sci., Vol. 25, 407-421, 1980.
doi:10.1080/02626668009491950

3. Austin, R. W. and T. J. Petzold, "Water color measurements," Oceanography from Space, J. F. R. Gover (ed.), 239–256, New York, 1981.

4. Gordon, H. R. and A. Y. Morel, Remote Assessment of Ocean Color for Interpretation of Satellite Imagery — A Review, Spring- Verlag, New York, 1983.
doi:10.1029/LN004

5. Ferrari, G. M., N. Hoepffner, and M. Mingazzini, "Optical properties of the water in a deltaic environment: prospective tool to analyze satellite data in turbid waters," Remote Sens. Environ., Vol. 58, 69-80, 1996.
doi:10.1016/0034-4257(96)00058-2

6. Carlson, R. E., "A trophic state index for lakes," Limnol. Oceanogr., Vol. 22, 361-369, 1977.
doi:10.4319/lo.1977.22.2.0361

7. Carpenter, D. S. and S. M. Carpenter, "Monitoring inland water quality using Landsat data," Remote Sens. Environ., Vol. 13, 345-352, 1983.
doi:10.1016/0034-4257(83)90035-4

8. Tassan, S., "Evaluation of the potential of the Thematic Mapper for marine application," Int. J. Remote Sens., Vol. 8, 1455-1478, 1987.
doi:10.1080/01431168708954789

9. Doerffer, R., J. Fischer, M. Stossel, and C. Brockmann, "Analysis of Thematic Mapper data for studying the suspended matter distribution in the coastal area of the Germany Bight (North Sea)," Remote Sens. Environ., Vol. 28, 61-73, 1989.
doi:10.1016/0034-4257(89)90105-3

10. Harrington, Jr., J. A. and F. R. Schiebe, "Remote sensing of Lake Chicot,Ark ansas: monitoring suspended sediments,turbidit y,and secchi depth with Landsat MSS data," Remote Sens. Environ., Vol. 39, 15-27, 1992.
doi:10.1016/0034-4257(92)90137-9

11. Lindell, T., D. Pierson, G. Premazzi, and E. Zilioli, Manual for Monitoring European Lakes Using Remote Sensing Techniques, (Luxembourg: Official Publications of the European Communities), EUR 18665 EN, 1999.

12. McClain, C. R., M. L. Cleave, G. C. Feldman, W. W. Gregg, and S. B. Hooker, "Science quality SeaWiFS data for global biosphere research," Sea Tech., Vol. 39, 10-16, 1998.

13. Schiller, H. and R. Doerffer, "Neural network for emulation of an inverse model-operational derivation of Case II water properties from MERIS data," Int. J. Remote Sens., Vol. 20, 1735-1746, 1999.
doi:10.1080/014311699212443

14. Woodruff, D. L., R. P. Stumpf, J. A. Scope, and H. W. Paerl, "Remote estimation of water clarity in optically complex estuarine waters," Remote Sens. Environ., Vol. 68, 41-52, 1999.
doi:10.1016/S0034-4257(98)00108-4

15. Ruddick, K. G., F. Ovidio, and M. Rijkeboer, "tmospheric correction of SeaWiFS imagery for turbid coastal and inland waters," Appl. Opt., Vol. 39, 897-912, 2000.
doi:10.1364/AO.39.000897

16. Schiebe, F. R., J. A. Harrington, and C. B. Ritchie, "Remote sensing of suspended sediments: the Lake Chicot,Ark ansas project," Int. J. Remote Sens., Vol. 13, 1487-1509, 1992.
doi:10.1080/01431169208904204

17. Lathrop, R. G., T. M. Lillesand, and B. S. Yandell, "Testing the utility simple multi-date Thematic Mapper calibration algorithms for monitoring turbid inland waters," Int. J. Remote Sens., Vol. 12, 2045-2063, 1991.
doi:10.1080/01431169108955235

18. Mausel, P. W., M. A. Karakaka, C. Y. Mao, D. E. Escobar, and J. H. Everitt, "Insigh ts into secchi transparency through computer analysis of aerial multispectral video data," Int. J. Remote Sens., Vol. 12, 2485-2492, 1991.
doi:10.1080/01431169108955282

19. Dekker, A. G. and S. W. M. Peters, "The use of the Thematic Mapper for the analysis of eutrophic lakes: a case study in the Netherlands," Int. J. Remote Sens., Vol. 14, 799-821, 1993.
doi:10.1080/01431169308904379

20. Lavery, P., C. Pattiaratchi, A. Wyllie, and P. Hick, "Water quality monitoring in estuarine water using the Landsat Thematic Mapper," Remote Sens. Environ., Vol. 46, 268-280, 1993.
doi:10.1016/0034-4257(93)90047-2

21. Mulhearn, P. J., "Landsat reflectivities versus secchi disc depths," Int. J. Remote Sens., Vol. 16, 257-268, 1995.
doi:10.1080/01431169508954394

22. Lindell, L. T., O. S. M. Jonsson, and T. H. Claesson, "Mapping of coastal water turbidity using Landsat imagery," Int. J. Remote Sens., Vol. 6, 643-656, 1985.
doi:10.1080/01431168508948486

23. Eloheimo, K., T. Hannonen, P . Harma, T. Pyhalahti, S. Koponen, J. Pulliainen, and H. Servomaa, "Coastal monitoring using satellite,airb orne and in situ data in the archipelago of Baltic Sea," Proceed. 5th Int. Conference Remote Sens. Marine and Coastal Environ., San Diego, USA, Oct. 5–7, 1998.

24. Hallikainen, M., "Development of sensors and methods for remote sensing of northern areas by HUT laboratory of space technology," IEEE Geosci. Remote Sens. Newsletter, ISSN 0161-7869, Vol. 107, 10–11, Dec. 1999.

25. Pulliainen, J., et al., "A semi-operational approach to water quality retrieval from remote sensing data," The Science of the Total Environment, Vol. 268, 79-93, 2001.
doi:10.1016/S0048-9697(00)00687-2

26. Koponen, S., et al., "Analysis on the feasibility of multisource remote sensing observations for chl-a monitoring in Finnish lakes," The Science of the Total Environment, Vol. 268, 95-106, 2001.
doi:10.1016/S0048-9697(00)00689-6

27. Kuusisto, M., J. Koponen, and J. Sarkkula, "Modelled phytoplankton dynamics in the Gulf of Finland," Enviorn. Modelling and Software, Vol. 13, 461-470, 1998.
doi:10.1016/S1364-8152(98)00056-5

28. Chavez, P. S. Jr., "An improved dark-object subtraction technique for atmospheric scattering correction of multispectral data," Remote Sens. Environ., Vol. 24, 459-479, 1988.
doi:10.1016/0034-4257(88)90019-3

29. Gilabert, M. A., C. Conese, and F. Maselli, "An atmospheric correction method for the automatic retrieval of surface reflectances from TM images," Int. J. Remote Sens., Vol. 15, 2065-2086, 1994.
doi:10.1080/01431169408954228

30. Zhang, Y., J. Pulliainen, S. Koponen, and M. Hallikainen, "Applicability of combined microwave and optical data for surface water quality retrievals," J. of Electromagn. Waves and Appl., Vol. 16, 249-251, 2002.
doi:10.1163/156939302X00903

31. Zhang, Y., J. Pulliainen, S. Koponen, and M. Hallikainen, "Application of an empirical neural network to surface water quality estimation in the Gulf of Finland using combined optical and microwave data," Remote Sens. Environ., Vol. 81, 327-336, 2002.
doi:10.1016/S0034-4257(02)00009-3

32. Makisara, K., M. Meinander, M. Rantasuo, J. Okkonen, M. Aikio, K. Sipola, P. Pylkko, and B. Braam, "Airborne imaging spectrometer for applications (AISA)," Digest of IGARSS’93, Vol. 2, 479-481, Tokyo, Japan.

33. Hojerslev, N. K., "Optical properties of sea water," Oceanography, Subvolume a of Landbolt-Bornstein Numerical Data and Functional Relationships in Science and Technology, Group V Geophysics and Space Research, J. Sundermana (ed.), Vol. 3, Section 3.3, Spring-V erlag, London, 1986.

34. Phillips, D. M. and J. T. O. Kirk, "Study of the spectral variation of absorption and scattering in some Australia coastal waters," Australia J. Marine and Freshwater Res., Vol. 34, 635-644, 1984.
doi:10.1071/MF9840635

35. Jerlov, N. G., Marine Optics, Elservier, Amsterdam, 1976.

36. Shifrin, K. S., Physical Optics of Ocean Water, American Institute of Physics, New York, 1988.

37. Mankovskiy, V. I., "Spectral variability of the coefficient of asymmetry of the light scattering function by sea water," Oceanology, Vol. 24, 46-51, 1984.

38. Zhang, Y., S. Koponen, J. Pulliainen, and M. Hallikainen, "Landsat Thematic Mapper (TM) data analysis for chlorophylla and turbidity in Finland Gulf," URSI/Remote Sensing Club of Finland/IEEE XXIII Convention on Radio Science and Remote Sensing Symposium, 69-70, Finland, August 24–25, 1998.

39. Zhang, Y., S. Koponen, J. Pulliainen, and M. Hallikainen, "Turbidity and Secchi disk depth analysis derived from Landsat Thematic Mapper data combined with ERS-2 data in the Gulf of Finland," The 2nd Int. Symposium Operationalization of Remote Sensing, ITC, The Netherlands, August 16–20, 1999 (CD ROM).