Remote estimation of chlorophyll concentration in polluted marine waters in Haifa Bay, Southeastern Mediterranean

Anatoly A. Gitelson, Yosef Z. Yacobi, Arnon Karnieli, Nurit Kress

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Abstract

Chlorophyll distribution in Haifa Bay was estimated in a period of very high chlorophyll concentrations (up to 70 mg/m 3) using remotely sensed data. Radiometric measurements with spectral resolution of 2 nm in the range from 400 to 850 nm, were taken simultaneously with samples for chlorophyll concentration, turbidity and Secchi disk transparency. Prominent features of the reflectance spectra were a wide minimum from 420 to 500 nm, a maximum at 550-570 nm, a minimum at 676 nm and a maximum reflectance showed near 700 nm. High spectral resolution data were used for the selection of the most suitable spectral bands for remote estimating of chlorophyll concentration. The magnitude and position of the peak near 700 nm were highly correlated with chlorophyll concentration. The reflectance height at 690 nm above the baseline from 670 to 850 nm and area above the baseline were used as sensitive indicators of chlorophyll concentration. The best model enabled estimation of chlorophyll concentration with an error of less than 4.3 mg/m 3. For the purpose of chlorophyll mapping in Haifa Bay, the use of three relatively narrow spectral bands was sufficient. Radiometric data were also used to simulate radiances in the channels of TM Landsat and to find the algorithm for chlorophyll assessment. The ratios TM3/TM1 and (TM2-TM3)/TM1 were used and enable chlorophyll estimation with an error of less than 8 mg/m 3.

Original languageEnglish (US)
Title of host publicationProceedings of SPIE - The International Society for Optical Engineering
Pages44-54
Number of pages11
StatePublished - Dec 1 1995
EventAir Toxics and Water Monitoring - Munich, Ger
Duration: Jun 21 1995Jun 21 1995

Publication series

NameProceedings of SPIE - The International Society for Optical Engineering
Volume2503
ISSN (Print)0277-786X

Other

OtherAir Toxics and Water Monitoring
CityMunich, Ger
Period6/21/956/21/95

Fingerprint

chlorophylls
Chlorophyll
water
Water
Spectral resolution
spectral bands
reflectance
spectral resolution
turbidity
Turbidity
radiance
Transparency
estimating
high resolution

ASJC Scopus subject areas

  • Electronic, Optical and Magnetic Materials
  • Condensed Matter Physics
  • Computer Science Applications
  • Applied Mathematics
  • Electrical and Electronic Engineering

Cite this

Gitelson, A. A., Yacobi, Y. Z., Karnieli, A., & Kress, N. (1995). Remote estimation of chlorophyll concentration in polluted marine waters in Haifa Bay, Southeastern Mediterranean. In Proceedings of SPIE - The International Society for Optical Engineering (pp. 44-54). (Proceedings of SPIE - The International Society for Optical Engineering; Vol. 2503).

Remote estimation of chlorophyll concentration in polluted marine waters in Haifa Bay, Southeastern Mediterranean. / Gitelson, Anatoly A.; Yacobi, Yosef Z.; Karnieli, Arnon; Kress, Nurit.

Proceedings of SPIE - The International Society for Optical Engineering. 1995. p. 44-54 (Proceedings of SPIE - The International Society for Optical Engineering; Vol. 2503).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Gitelson, AA, Yacobi, YZ, Karnieli, A & Kress, N 1995, Remote estimation of chlorophyll concentration in polluted marine waters in Haifa Bay, Southeastern Mediterranean. in Proceedings of SPIE - The International Society for Optical Engineering. Proceedings of SPIE - The International Society for Optical Engineering, vol. 2503, pp. 44-54, Air Toxics and Water Monitoring, Munich, Ger, 6/21/95.
Gitelson AA, Yacobi YZ, Karnieli A, Kress N. Remote estimation of chlorophyll concentration in polluted marine waters in Haifa Bay, Southeastern Mediterranean. In Proceedings of SPIE - The International Society for Optical Engineering. 1995. p. 44-54. (Proceedings of SPIE - The International Society for Optical Engineering).
Gitelson, Anatoly A. ; Yacobi, Yosef Z. ; Karnieli, Arnon ; Kress, Nurit. / Remote estimation of chlorophyll concentration in polluted marine waters in Haifa Bay, Southeastern Mediterranean. Proceedings of SPIE - The International Society for Optical Engineering. 1995. pp. 44-54 (Proceedings of SPIE - The International Society for Optical Engineering).
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