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Water Constituents Assessment at the Sassandra River Mouth (Côte d’Ivoire): An Outline Based on Remote Sensing Reflectances

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Remote Sensing of the African Seas

Abstract

Optical remote sensing of surface waters has been used to monitor the impact of the Sassandra River—one of the four main rivers of Côte d’Ivoire—along the coast of the Gulf of Guinea. A 5-year (2003–2007) series of Sea-viewing Wide Field-of-view Sensor (SeaWiFS) images was chosen to identify (spectrally) the major constituents of coastal waters under the influence of river discharges. The percent contributions of yellow substance, i.e. coloured dissolved organic matter (CDOM), chlorophyll-like pigments of phytoplankton (CHL) and suspended detritus (DET) to the total reflectance (approximated by the sum of reflectances at 443, 555 and 670 nm) were calculated. Ternary plots of these percentages provided some general indications about the relative proportions of CDOM, CHL and DET, according to the impact attributed to each water constituent. The analysis showed that water constituents follow trends linked to the “marine” seasons of the area. The CHL and DET contributions seem to correlate with the timing of cooler (upwelling) periods, while CDOM seems to correlate better with that of warmer periods. The relationship with the Sassandra river runoff is not as evident, even though CDOM increased contributions appear to mirror the weakening of upwelling and the discharge of local rivers. This broad ecosystem outline should be extended to the entire Côte d’Ivoire coastline, to better classify marine waters impacted by upwelling processes or anthropogenic pollution due to river runoff.

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Notes

  1. 1.

    The data portal GES-DISC (Goddard Earth Sciences Data and Information Services Center) Interactive Online Visualization ANd aNalysis Infrastructure, also known as GIOVANNI, is available at the address: http://gdata1.sci.gsfc.nasa.gov/daac-bin/G3/gui.cgi?instance_id=ocean_month.

References

  • Bakun A (1978) Guinea current upwelling. Nature 271:147–150

    Article  Google Scholar 

  • Binet D (1997) Climate and pelagic fisheries in the Canary and Guinea currents 1964–1993: the role of trade winds and the southern oscillation. Oceanologica Acta 20:177–190

    Google Scholar 

  • Bricaud A, Morel A, Prieur L (1981) Absorption by dissolved organic matter of the sea (yellow substance) in the UV and visible domains. Limnol Oceanogr 26:43–53

    Article  Google Scholar 

  • CEDA (1997) Rapport sur le profil environnemental de la zone côtière. Ministère du Logement, du Cadre de Vie et de l’Environnement de Côte d’Ivoire, p 59

    Google Scholar 

  • Chang GC, Dickey TD, Jiang S, Manov DV, Spada FW (2003) Optical methods for interdisciplinary research in the coastal ocean, Recent research developments in optics. In: Kawasaki M, Ashgriz N, Anthony R (eds) Research Signpost, India, 3, pp 249–270

    Google Scholar 

  • Colin C, Gallardo Y, Chuchla R, Cissoko S (1993) Environnements climatique et océanographique sur le plateau continental de la Côte d’Ivoire. In: LeLoeuf P, Marshal E, Kothias JBA (eds) Environnement et Ressources Aquatiques de la Côte d’Ivoire, I—Le milieu marin. ORSTOM, Paris, pp 75–110

    Google Scholar 

  • Dagg M, Benner R, Lohrenz S, Lawrence D (2004) Transformation of dissolved and particulate materials on continental shelves influenced by large rivers: plume processes. Continental Shelf Res 24(7–8):833–858

    Article  Google Scholar 

  • Demarcq H, Aman A (2002) A multi-data approach for assessing the spatio-temporal variability of the Ivoirian-Ghanaian coastal upwelling: understanding pelagic fish stock dynamics. In: McGlade JM, Cury P, Koranteng KA, Hardmann-Mountford NJ (eds) The Gulf of Guinea large marine ecosystem. Elsevier Science, Amsterdam, pp 83–92

    Chapter  Google Scholar 

  • Djagoua EV (2003) Contribution de l’imagerie satellitaire visible et infra à rouge et l’étude de la variabilité spatio-temporelle des phénomènes physiques de surface du littoral marin ivoirien et implication dans la variabilité du phytoplancton et des prises de Sardinella aurita. Thèse de Doctorat Unique, N° d’ordre 383, Université de Cocody-Abidjan, p 117

    Google Scholar 

  • D’Sa EJ, RL Miller (2005) Bio-optical properties of coastal waters. In: Miller RL, Del Castillo C, McKee B (eds) Remote sensing of coastal aquatic environments. Springer, New York, pp 129–155

    Chapter  Google Scholar 

  • Froidefond D, Doxaran D (2004) Télédétection optique appliquée à l’étude des eaux côtières. Télédétection 4(2):579–597

    Google Scholar 

  • Froidefond JM, Gardel L, Guiral D, Parra M, Ternon JF (2002) Spectral remote sensing reflectances of coastal waters in French Guiana under the Amazon influence. Remote Sens Environ 80:225–232

    Article  Google Scholar 

  • Geyer WR, Hill PS, Kineke GC (2004) The transport, transformation and dispersal of sediment by buoyant coastal flows. Continental Shelf Res 24(7–8):927–949

    Article  Google Scholar 

  • Gordon H, Morel A (1983) Remote assessment of ocean color for interpretation of satellite visible imagery: a review. Lecture notes on coastal and estuarine studies, vol 4. Springer, New York, p 114

    Book  Google Scholar 

  • Gower JFR, Borstadt GA, Gray LH, Edel HR (1988) The fluorescence line imager: high-resolution imaging spectroscopy over water and land. In: Guyenne TD, Hunt JJ (eds) Spectral signatures of objects in remote sensing. Proceedings of the conference held 18–22 January 1988 in Aussois (Modane), France. European Space Agency, ESA SP-287, pp 273–287

    Google Scholar 

  • Herbland A, Le Loeuff P (1993) Les sels nutritifs au large de la Côte d’Ivoire. In: LeLoeuf P, Marshal E, Kothias JBA (eds) Environnement et Ressources Aquatiques de la Côte d’Ivoire, I—Le milieu marin. ORSTOM, Paris, pp 123–148

    Google Scholar 

  • Hu C, Montgomery ET, Schmitt RW, Muller-Karger FE (2004) The dispersal of the Amazon and Orinoco River water in the tropical Atlantic and Caribbean Sea: observation from space and S-PALACE floats. Deep-Sea Res II 51(10–11):1151–1171

    Article  Google Scholar 

  • Ingham MC (1970) Coastal upwelling in the northwestern gulf of Guinea. Bulletin Marine Sci 20:1–34

    Google Scholar 

  • IOCCG (2000) Remote sensing of ocean colour in coastal, and other optically-complex, waters. In: Sathyendranath S (ed) Reports of the International Ocean-Colour Coordinating Group, No 3, IOCCG, Dartmouth, p 140

    Google Scholar 

  • IOCCG (2006) Remote sensing of inherent optical properties: fundamentals, tests of algorithms and applications. In Lee ZP (ed) Reports of the international ocean-colour coordinating group, No 5, IOCCG, Dartmouth, p 126

    Google Scholar 

  • Jaquet JM (1989) Limnologie et télédétection: situation actuelle et développements futures. Revue des sciences de l’eau/. J Water Sci 2(4):457–481

    Google Scholar 

  • Lahet F, Forget P, Ouillon S (2001) Application of a colour classification method to quantify the constituents of coastal waters from in situ reflectances sampled at satellite sensor wavebands. Int J Remote Sens 22(5):909–914

    Article  Google Scholar 

  • Le Loeuff P, Marchal E (1993) Géographie littorale. In: LeLoeuf P, Marshal E, Kothias JBA (eds) Environnement et ressources aquatiques en Côte D’Ivoire: I—Le milieu marin. ORSTOM, Paris, pp 15–22

    Google Scholar 

  • Marchal E, Picaut J (1977) Répartition et abondance évaluées par écho-intégration des poissons du plateau ivoiro-ghanéen en relation avec les upwellings locaux. J de Recherche Oceanographique 2:39–57

    Google Scholar 

  • McClain CR, Feldman GC, Hooker SB (2004) An overview of the SeaWiFS project and strategies for producing a climate research quality global ocean bio-optical time series. Deep-Sea Res II 51:5–42

    Article  Google Scholar 

  • Miller RL, Del Castillo CE, McKee BA (eds) (2005) Remote sensing of coastal aquatic environments: technologies, techniques and applications. Remote Sensing and Digital Image Processing, vol 7. Springer, Dordrecht, p 345

    Book  Google Scholar 

  • Morlière A (1970) Les saisons marines devant Abidjan. Doc Scient Centre Rech Océanogr Abidjan 1(2):1–15

    Google Scholar 

  • Morel A, Prieur L (1977) Analysis of variations in ocean color. Limnol Oceanogr 22:709–722

    Article  Google Scholar 

  • Picaut J (1983) Propagation of the seasonal upwelling in the eastern equatorial Atlantic. J Phys Oceanogr 13:18–37

    Article  Google Scholar 

  • Pope RM, Fry ES (1997) Absorption spectrum ~380–700 nm of pure water. II. Integrating cavity measurements. Applied Optics 36(33):8710–8723

    Article  Google Scholar 

  • Robinson IS (2004) Measuring the oceans from space: the principles and methods of satellite oceanography. Springer & Praxis, Heidelberg, p 669

    Google Scholar 

  • Sevrin-Reyssac J (1993) Phytoplancton et production primaire dans les eaux marines ivoiriennes. In: LeLoeuf P, Marshal E, Kothias JBA (eds) Environnement et Ressources Aquatiques de la Côte d’Ivoire, I—Le milieu marin. ORSTOM, Paris, pp 151–166

    Google Scholar 

  • Strömbeck N, Pierson DC (2001) The effects of variability in the inherent optical properties on estimations of chlorophyll a by remote sensing in Swedish reservoirs. Sci Total Environ 268:123–137

    Article  Google Scholar 

Download references

Acknowledgements

The SeaWiFS data used in this paper were obtained through the GIOVANNI online data system, developed and maintained by the NASA Goddard Earth Sciences Data and Information Services Center (GES DISC). The authors wish to express their gratitude to Global Ocean Observing System (GOOS) Africa, Interim Guinea Current Commission (IGCC) Guinea Current Large Marine Ecosystem (GCLME) project, and United Nations Educational, Scientific and Cultural Organization (UNESCO) for the support granted to the present work. Special thanks are due to the Joint Research Centre (JRC), European Commission (EC) for the opportunity to publish in this volume devoted to the African Seas.

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Correspondence to Eric V. Djagoua .

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Djagoua, E. et al. (2014). Water Constituents Assessment at the Sassandra River Mouth (Côte d’Ivoire): An Outline Based on Remote Sensing Reflectances. In: Barale, V., Gade, M. (eds) Remote Sensing of the African Seas. Springer, Dordrecht. https://doi.org/10.1007/978-94-017-8008-7_7

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