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Remote sensing of substances in water

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Remote sensing of water colour and its application to the mapping of pigments, suspended matter and other substances by means of airborne and spaceborne sensors is discussed. After an introduction to the physical process involved, the methods for a quantitative interpretation especially of CZCS data are indicated. Applications towards the monitoring of coastal pollution, of algae blooms and of dynamic processes are shown by means of selected examples. Multispectral scanner and imaging spectrometer technologies are discussed with special reference to NASA's Earth Observation System and ESA's Earth Observation Programme.

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References

  • Amann, V.; Doerffer, R.: Aerial survey of the temporal and spatial distribution of phytoplankton during FLEX 76. In: Sündermann, J.; Lenz, W. (eds.), North Sea Dynamics, pp. 517–529. Springer-Verlag, Berlin-Heidelberg 1983.

    Google Scholar 

  • Arvesen, J. C.; Millard, J. P.; Weaver, E. C.: Remote sensing of chlorophyll and temperature in marine and fresh waters. Astronautica Acta 18, 229–239 (1973)

    Google Scholar 

  • Atkins, W. R. G.; Poole, H. H.: The photo-electric measurement of penetration of light of various wavelengths into the sea and the physiological bearing of the results. Philos. Trans. R. Soc. London, Ser. B, 222, 129 (1933)

    Google Scholar 

  • Austin, R. W.: The remote sensing of spectral radiance from below the ocean surface. In: Jerlov, N. G.; Steemann Nielsen, E. (eds.), Optical aspects of oceanography, pp. 317–344 (1974). Academic Press, London-New York 1974.

    Google Scholar 

  • Barrot, K. W.; van der Piepen, H.; Amann, V.: Differenzierung unterschiedlicher Wasserkoerper mit optischen Fernerkundungsmethoden anhand von Daten des Alboran-Meer-Experiments 1982. DLR Forschungsbericht FB 86–48 (1986)

  • Clarke, G. L.; Ewing, G. C.; Lorenzen, C. J.: Remote measurement of ocean colour as an index of biological productivity. Proc. Sixth Intern. Symp. Remote Sensing of the Environment, Ann Arbor Oct. 13–16 1969, pp. 991–1001 (1970)

  • Cox, C.; Munk, W.: Some problems in optical oceanography. Journal of Marine Research 14, 63–78 (1955)

    Google Scholar 

  • Doerffer, R.: Untersuchungen über die Verteilung oberflächennaher Substanzen im Elbe-Aestuar mit Hilfe von Fernmessverfahren. Arch. Hydrobiol./Suppl. 43 2/3, 119–224 (1979)

    Google Scholar 

  • Doerffer, R.: Factor analysis in ocean colour interpretation. In: Gower, J. F. R. (ed.), Oceanography from space. Marine Science Series, Vol. 13, pp. 339–345, Plenum Press, New York-London 1981.

    Google Scholar 

  • Doerffer, R.; Amann, V.; van der Piepen, H.: Remote sensing of exceptional plankton blooms. Special meeting on the causes, dynamics and effects of exceptional marine blooms and related events. ICES, Copenhagen, Oct. 4–5, 1984

  • Doerffer, R.; Fischer, J.; Stössel, M.; Brockmann, C.: Analysis of Thematic Mapper data for studying the suspended matter distribution in the coastal area of the German Bight (North Sea). Remote Sens. Environ. 28, 61–73 (1989)

    Google Scholar 

  • Doerffer, R.: How to derive concentrations of chlorophyll, suspended matter and gelbstoff from multispectral radiances of case 2 water. ICES Statutory Meeting, Copenhagen 1990, theme session P, paper C. M. 1990 E:19 (1990)

  • Duntley, S. Q.; Austin, R. W.; Wilson, W. H.; Edgerton, C. F.; Moran, S. E.: Ocean color analysis. Scripps, Institution of Oceanography, University of California, San Diego, Technical Report SIO 74–10 (1974)

    Google Scholar 

  • ESA: Ocean Colour Working Group. Progress report to ESA Earth Observation Advisory Committee ESA BR-20 (June 1984)

  • ESA: Ocean Colour, Report by the ESA Ocean Colour Working Group. Villefranche-sur-Mer, November 1986. ESA SP-1083 (July 1987)

  • Feldmann, G.; Kuring, N.; Ng, C.; Esaias, W.; McClain, C. R.; Elrod, J.; Maynard, N.; Endres, D.; Evans, R.; Brown, J.; Walsh, S.; Carle, M.; Podesta, G.: Ocean color: availability of the global data set. EOS 70 (23), 634–641 (1989)

    Google Scholar 

  • Fischer, J.: Fernerkundung von Schwebstoffen im Ozean. Hamburger Geophysikalische Einzelschriften, herausgegeben von den Geophysikalischen Instituten der Universität Hamburg, Reihe A Heft 65 1983.

  • Fischer, J.: Remote sensing of suspended matter, phytoplankton and yellow substances over coastal waters — part 1: aircraft measurements. Mitt. Geol.-Pal. Inst. Univ. Hamburg, SCOPE/UNEP, Sonderbd. 55, 85 (1984)

  • Fischer, J.; Doerffer, R.: An inverse technique for remote detection of suspended matter, phytoplankton and yellow substance from CZCS measurements. Advances in Space Research 7, 2, 21–26 (1987)

    Google Scholar 

  • Gierloff-Emden, H. G.: Das Luftbild als Hilfsmittel zur Aufklärung der Dynamik von Schwebstoff- und Sinkstofftransport in der Nordsee. Deutsche Hydrographische Zeitschrift 20, 275–278 (1967)

    Google Scholar 

  • Gower, J. F. R.; Borstad, G.: Use of the in-vivo fluorescence line at 685 nm for remote sensing surveys of surface chlorophyll-a. In: Gower, J. F. R. (ed.), Oceanography from space. Marine Science Series, Vol. 13, pp. 329–338, Plenum Press, New York-London 1981.

    Google Scholar 

  • GKSS: The use of chlorophyll fluorescence measurements from space for separating constituents of sea water. ESA contract No. RFQ 3-5059/84/NL/MD, Vol I (Summary Report) and Vol II (Appendices), December 1986.

  • Gordon, H. R.: Radiative transfer: a technique for simulating the ocean in satellite remote sensing calculations. Applied Optics 15, 1974–1979 (1976)

    Google Scholar 

  • Gordon, H. R.: Removal of atmospheric effects from satellite imagery of the oceans. Applied Optics 17, 10, 1631–1636 (1978)

    Google Scholar 

  • Gordon, H. R.; Morel, A. Y.: Remote assessment of ocean color for interpretation of satellite visible imagery. Lecture Notes on Coastal and Estuarine Studies, Vol. 4, Springer-Verlag, New York-Berlin-Heidelberg-Tokyo 1983.

    Google Scholar 

  • Hollinger, A. B.; Gray, L. H.; Gower, J. F. R.; Edel, H. R.: The fluorescence line imager: an imaging spectrometer for ocean and land remote sensing. SPIE Conference on Imaging Spectroscopy II, San Diego 20–21 August 1987, Vol 834, pp. 2–11 (1987)

  • Hovis, W. A.; Clark, D. K.; Anderson, F.; Austin, R. W.; Wilson, W. H.; Baker, E. T.; Ball, D.; Gordon, H. R.; Mueller, J. L.; El Sayed, S. J.; Sturm, B.; Wrigley, R. C.; Yentsch, C. S.: Nimbus-7 coastal zone color scanner: system description and initial imagery. Science 210, 60–63 (1980)

    MathSciNet  MATH  Google Scholar 

  • Hulburt, E. O.: The polarization of light at sea. J. Opt. Soc. Am. 24, 35–42 (1934)

    Google Scholar 

  • Jain, S. C.; Miller, J. R.: Subsurface water parameters. Optimization approach to their determination from remotely sensed water colour data. Applied Optics 15, 886–890 (1976)

    Google Scholar 

  • Jerlov, N. G.; Liljequist, G.: On the angular distribution of submarine daylight and the total submarine illumination. Sven. Hydrogr. — Biol. Komm. Skr., Ny Ser. Hydrogr. 14, 15 pp. (1938)

  • Jerlov, N. G.: Marine Optics. Second edn. Elsevier Scientific Publishing Company, Amsterdam-Oxford-New York 1976.

    Google Scholar 

  • Jospeh, J.: Untersuchungen über Ober- und Unterlichtmessungen im Meere und über ihren Zusammenhang mit Durchsichtigkeitsmessungen. Deutsche Hydrographische Zeitschrift 3, 324–335 (1950)

    Google Scholar 

  • Kalle, K.: Zum Problem der Meerwasserfarbe. Ann. Hydrol. Mar. Mitt. 66, 1–13 (1938)

    Google Scholar 

  • Kattawar, G. W.; Humphreys, T. J.: Remote sensing of chlorophyll in an atmosphere-ocean environment: a theoretical study. Applied Optics 15, 273–282 (1976)

    Google Scholar 

  • Knudsen, M: On measurement of penetration of light into the sea. Int. Explor. Mer, Publ. Circ. 76, 16 pp. (1922)

  • Kim, H. H.; Linebaugh, G. H.: Early evaluation of TM data from coastal process studies. Adv. Space Res. 5, 21–29 (1984)

    Google Scholar 

  • Kim, H. H.; van der Piepen, H.; Amann, V.; Doerffer, R.: An evaluation of 685 nm fluorescence imagery of coastal waters. ESA Journal 85, 1, 17–27 (1985)

    Google Scholar 

  • Kunkel, B.; Blechinger, F.; Viehmann, D.; van der Piepen, H.; Doerffer, R.: ROSIS — a candidate instrument for polar platform missions. Proc. SPIE Conference on Optoelectronic Technologies for Remote Sensing, Cannes, Nov. 1987 Vol. 868.

  • Lacombe, H.; Richez, C.: The regime of the Strait of Gibraltar. In: Nihoul, J. C. J. (ed.), Hydrodynamics of semi-enclosed seas, pp. 13–73, Elsevier, Amsterdam 1982.

    Google Scholar 

  • Morel, A. Y.: Optical properties of pure water and pure sea water. In: Jerlov, N. G.; Steemann Nielsen, E. (eds.), Optical aspects of oceanography, pp. 1–24, Academic Press, London-New York 1974.

    Google Scholar 

  • Morel, A. Y.; Prieur, L.: Analysis of variations in ocean colour. Limnology and Oceanography 22, 4, 709–722 (1977)

    Google Scholar 

  • Mueller, J. L.: Ocean colour spectra measured off the Oregon coast: characteristic vectors. Applied Optics 15, 2, 394–402 (1976)

    Google Scholar 

  • NASA: Earth Observations System Vol. IIb. MODIS instrument panel report. NASA 1986

  • NASA: Earth Observations System Vol. IIc. HIRIS instrument panel report. NASA 1987

  • Nelder, J. A.; Mead, R.: A simplex method for function minimization. The Computer Journal 7, 308–313 (1965)

    Google Scholar 

  • Neville, R. A.; Gower, J. F. R.: Passive remote sensing of phytoplankton via chlorophyll-a fluorescence. Journal of Geophysical Research 82, 3487–3493 (1977)

    Google Scholar 

  • Nishizawa, S.; Fukuda, M.; Inoue, N.: Photographie study of suspended matter and plankton in the Sea. Bull. Fac. Fish., Hokkaido Univ. 5, 36–40 (1954)

    Google Scholar 

  • Petterson, H.: Scattering and extinction of light in sea water. Medd. Oceanogr. Inst. Goeteborg 9, 1–16 (1934)

    Google Scholar 

  • Plass, G. N.; Kattawar, G. W.; Guinn, J. A.: Radiance distribution over a ruffled sea: contribution from glitter, sky and ocean. Applied Optics 15, 12, 3161–3165 (1976)

    Google Scholar 

  • Prieur, L.; Morel, A. Y.: Relation theoretiques entre le facteur de reflexion diffuse de l'eau de mer a diverses profondeurs et les caracteristiques optiques (absorption, diffusion). IAPSO-IUGGU XVI General Assembly, Grenoble 1975.

  • Prieur, L.; Sathyendranath, S.: An optical classification of coastal and oceanic waters based on the specific spectral absorption curves of phytoplankton pigments, dissolved organic matter and other particulate materials. Limnology and Oceanography 26, 4, 671–689 (1981)

    Google Scholar 

  • Quenzel, H.; Kaestner, M.: Optical properties of the atmosphere: calculated variability and application to satellite remote sensing of phytoplankton. Applied Optics 19, 8, 1338–1344 (1980)

    Google Scholar 

  • Ramsey, R. C.: Study of remote measurement of ocean colour. Final Report, TRW, NASW-1658, 1–89 (1968)

  • Raschke, E.: Berechnung des durch Mehrfachstreuung entstehenden Feldes solarer Strahlung in einem System Ozean-Atmosphäre. Forschungsbericht, Bundesminister für Bildung und Wissenschaft BMBW-FB W 71–20 (1971)

  • Shuleikin, V. V.: On the colour of the sea. Phys. Rev. 22, 86–100 (1923)

    Google Scholar 

  • Siegel, H.: On the relationship between the spectral reflectance and inherent optical properties of oceanic water. Beitr. Meereskd., Berlin 56, 73–80 (1987)

    Google Scholar 

  • Smith, R. C.; Baker, K. S.: Optical classification of natural waters. Limnology and Oceanography 23, 260–267 (1978)

    Google Scholar 

  • Sturm, B.; Bekkering, A.; Fraysee, G.; Galli di Paratesi, S.; Henry, B. M.; Maracci, G.; Nykjaer, L.; Schlittenhardt, P.; Tassan, S.: Status and prospects of the JRC work on the application of ocean colour monitoring from space. Joint Research Centre, Ispra Establishment, Special Report S.P.I.O5.E2.86.84 (October 1986).

  • Sturm, B.: The atmospheric correction of remotely sensed data and the qualitative determination of suspended matter in marine water surface layers. In: Cracknell, A. P. (ed.). Remote Sensing in Meteorology, Oceanography and Hydrology, pp. 163–197, Ellis Horwood Ltd., Chichester 1980.

    Google Scholar 

  • Sturm, B.: Ocean colour remote sensing and quantitative retrieval of surface chlorophyll in coastal waters using Nimbus CZCS data. In: Gower, J. F. R. (ed.), Oceanography from space. Marine Science Series, Vol. 13, pp. 267–279, Plenum Press, New York-London 1981.

    Google Scholar 

  • Tassan, S.: Evaluation of the potential of the Thematic Mapper for marine applications. Intern. J. Remote Sensing 8, 10, 1455–1478 (1987)

    Google Scholar 

  • van der Piepen, H.; Doerffer, R.; Gierloff-Emden, H. G.; Amann, V.; Barrot, K. W.; Helbig, H.: Kartierung von Substanzen im Meer mit Flugzeugen und Satelliten. Münchener Geographische Abhandlungen A 37 (1987)

  • Viollier, M.: Radiometric calibration of the Coastal Zone Color Scanner on Nimbus-7: a proposed adjustment. Applied Optics 21, 6, 1142–1145 (1982)

    Google Scholar 

  • Wattenberg, H.: Untersuchungen über Durchsichtigkeit und Farbe des Seewassers. I. Kieler Meeresforsch. 2 (1938)

  • Whitney, L. V.: Transmission of solar energy and the scattering produced by suspension in lake waters. Trans. Wisc. Acad. Sci. Arts Lett. 31, 201–221 (1938)

    Google Scholar 

  • Wiebe, P. H.: Rings of the Gulf Stream. Scientific American 246, 3, 60–70 (1982)

    Google Scholar 

  • Zimmermann, G.: Spektral hochaufgeloeste Fernerkundung zur Bestimmung oekologischer Veraenderungen. In: Gesamtdeutsches Symposium: Raumfahrt und Umwelt, Hannover 15. Mai 1990. DGLR-Bericht 90–03, 44–50 (1990)

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van der Piepen, H., Doerffer, R. Remote sensing of substances in water. GeoJournal 24, 27–48 (1991). https://doi.org/10.1007/BF00213054

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