Abstract
The Eastern Harbour of Alexandria, on the Egyptian Mediterranean coast, is characterized by environmental complications due to different types of anthropogenic stressors associated with water dynamics inside the harbor as well as the rapid water exchange with the open sea. These conditions caused chronic eutrophication conditions, with variable levels in the long term. The present study followed daily some physicochemical parameters, nutrients, and phytoplankton biomass, for a complete year. The results indicate coincidence on the short-time scale between the nutrients, phytoplankton biomass, pH, and dissolved oxygen. Spearman’s correlation illustrated strong positive correlations between algal blooms and both pH and dissolved oxygen. The present study recorded twelve separate algal blooms, with an average of chlorophyll-a > 16.7 μg/L, confirming the continuity of high eutrophication in the Eastern Harbour. The seasonal Mann–Kendall tests showed that summer attained significant increasing trends for chlorophyll-a, silicate, nitrite, and nitrate, while winter has a significant decreasing trend for chlorophyll-a and pH.
Similar content being viewed by others
Data availability
Some of the data generated or analyzed during this study are included in this published article and its supplementary files. The other datasets used and/or analyzed during the current study are available from the corresponding author on reasonable request.
References
Abdel-Halim, A. M., & Khairy, H. M. (2007). Potential impact of some abiotic parameters on a phytoplankton community in a confined bay of the Eastern Mediterranean Sea: Eastern Harbour of Alexandria. Egypt. Mediterranean Marine Science, 8(2), 49–64.
Abdelsalam, K. (2008). Influence of colour of substratum on the marine fouling communities at the Eastern Harbour (Alexandria, Egypt). EGYPTIAN JOURNAL OF AQUATIC RESEARCH, 34(1), 126–143.
Abdelsalam, K. M., Taylor, P. D., & Dorgham, M. M. (2017). A new species of calyptotheca (bryozoa: Cheilostomata) from Alexandria, Egypt, southeastern Mediterranean. Zootaxa, 4276(4), 582–590. https://doi.org/10.11646/zootaxa.4276.4.9
Al-Qutob, M., Häse, C., Tilzer, M. M., & Lazar, B. (2002). Phytoplankton drives nitrite dynamics in the Gulf of Aqaba, Red Sea. Marine Ecology Progress Series, 239, 233–239. https://doi.org/10.3354/meps239233
APHA. (1995). (American Public Health Association). Standard methods for the examination for water and wastewater. (19th edition). Byrd Prepess Springfield, Washington.
Diatta, J., Waraczewska, Z., Grzebisz, W., Niewiadomska, A., & Tatuśko-Krygier, N. (2020). Eutrophication induction via N/P and P/N ratios under controlled conditions—effects of temperature and water sources. Water, Air, and Soil Pollution, 231(4). https://doi.org/10.1007/s11270-020-04480-7
Dorgham, M. M. (2011). Eutrophication problem in Egypt. In A. A. . Ansari, S. G. . Sarvajeet, G. R. . Lanza, & W. . Rast (Eds.), Eutrophication: causes, consequences and control (pp. 171–194). Springer Nature.https://doi.org/10.1007/978-90-481-9625-8
El-Geziry, T. M. (2021). Sea-level, tides and residuals in Alexandria Eastern Harbour. Egypt. Egyptian Journal of Aquatic Research, 47(1), 29–35. https://doi.org/10.1016/j.ejar.2020.10.003
El-Geziry, T. M., & Dabbous, A. S. (2021). Behavior of surges in Alexandria Eastern Harbor, Egypt. Egyptian Journal of Aquatic Research, 0–7. https://doi.org/10.1016/j.ejar.2021.02.001
El-Masry, E. A. (2012). Study of bio-sedimentary facies to perceive the sedimentary conditions in the Eastern Harbor-Alexandria. MSc Thesis, Alexandria University, Egypt, 71.
Faragallah, H. M., Tadros, H. R. Z., & Okbah, M. A. (2009). Nutrient salts and chlorophyll-a during short term scale in the Eastern Harbor, Alexandria (Egypt). Egyptian Journal of Aquatic Research, 35(3), 243–250.
Faragallah, H. M., Tadros, H. R. Z., & Okbah, M. A. (2010a). Nutrient salts and chlorophyll-a during short term scale in the Eastern Harbor, Alexandria (Egypt). Malaysian Journal of Science, 29(1), 1–9.
Faragallah, H. M., Tadrose, H. R. Z., & Okbah, M. A. (2010b). Nutrient salts and chlorophyll-a during short term scale in the Eastern Harbor, Alexandria (Egypt). Malaysian Journal of Science, 29(1), 1–9.
Frihy, O. E., Dewidar, K. M., & El Raey, M. M. (1996). Evaluation of coastal problems at Alexandria. Egypt. Ocean and Coastal Management, 30(2–3), 281–295. https://doi.org/10.1016/0964-5691(95)00066-6
Hamdy, R., & Dorgham, M. (2018). Intermittent study of benthic fauna in the Eastern Harbour of Alexandria. Egypt. Egyptian Journal of Aquatic Biology and Fisheries, 22(4), 209–233. https://doi.org/10.21608/ejabf.2018.17099
Hamouda, A., & EL-Gendy, N., El-Gharabawy, S., & Fekry, A. (2016). Geological implications of acoustic imagery of the recent seabed textures in the Eastern Harbor. Alexandria. Egyptian Journal of Aquatic Research, 42(3), 249–259. https://doi.org/10.1016/j.ejar.2016.07.001
Hayashi, M., Vogt, T., Mächler, L., & Schirmer, M. (2012). Diurnal fluctuations of electrical conductivity in a pre-alpine river: Effects of photosynthesis and groundwater exchange. Journal of Hydrology, 450–451, 93–104. https://doi.org/10.1016/j.jhydrol.2012.05.020
Hussein, M. M. A., & El Geziry, T. M. (2014). Diurnal variability of heat fluxes and Bowen ratio over Alexandria Eastern Harbor. Egypt. Journal of King Abdulaziz University, Marine Science, 25(2), 57–85. https://doi.org/10.4197/Mar.25-2.4
Ismael, A., El-Masry, E., & Khadr, A. (2014). Dinoflagellate [cyst] [s1] as signals for eutrophication in the Eastern Harbour of Alexandria-Egypt. Indian Journal of Marine Sciences, 43(3), 365–371.
Khairy, H. M., Hussein, N. R., Faragallah, H. M., & Dorgham, M. M. (2014a). The phytoplankton communities in two eutrophic areas on the Alexandria coast. Egypt. Revista De Biología Marina y Oceanografía, 49(2), 267–277. https://doi.org/10.4067/S0718-19572014000200007
Khairy, H. M., Hussein, N. R., Faragallah, H. M., & Dorgham, M. M. (2014b). The phytoplankton communities in two eutrophic areas on the Alexandria coast. Egypt. Revista De Biologia Marina y Oceanografia, 49(2), 267–277. https://doi.org/10.4067/S0718-19572014000200007
Kim, D., Choi, H.-W., Choi, S.-H., Baek, S., Kim, K.-H., Jeong, J.-H., & Kim, Y. (2013). Spatial and seasonal variations in the water quality of Jinhae Bay, Korea. New Zealand Journal of Marine and Freshwater Research, 47(2), 192–207. https://doi.org/10.1080/00288330.2013.772066
Krom, M. D., Gromm, S., & Zohary, T. (2003). The Eastern Mediterranean. In B. P. Ltd (Ed.), Biochemistry of marine systems (pp. 91–122). Kenneth D. Black, Graham B. Shimmield.
Li, W. K. W., Lewis, M. R., & Harrison, W. G. (2010). Multiscalarity of the nutrient-chlorophyll relationship in coastal phytoplankton. Estuaries and Coasts, 33(2), 440–447. https://doi.org/10.1007/s12237-008-9119-7
Lin, S., Litaker, R. W., & Sunda, W. G. (2016). Phosphorus physiological ecology and molecular mechanisms in marine phytoplankton. Journal of Phycology, 52(1), 10–36. https://doi.org/10.1111/jpy.12365
Liu, L. (2018). The role of algae in disinfection processes in wastewater stabilization ponds. Queen’s University.
Lomas, M. W., & Lipschultz, F. (2006). Forming the primary nitrite maximum: Nitrifiers or phytoplankton? Limnology and Oceanography, 51(5), 2453–2467. https://doi.org/10.4319/lo.2006.51.5.2453
Madkour, F., Dorgham, M., & Fahmy, M. F. (2007). Egyptian journal of aquatic research short-term scale observations on phytoplankton in the Eastern Harbor of Alexandria. Egypt. EGYPTIAN JOURNAL OF AQUATIC RESEARCH, 33(1), 193–209.
Manasrah, R., Raheed, M., & Badran, M. I. (2006). Relationships between water temperature, nutrients and dissolved oxygen in the northern Gulf of Aqaba. Red Sea. Oceanologia, 48(2), 237–253.
Marion, G. M., Millero, F. J., Camões, M. F., Spitzer, P., Feistel, R., & Chen, C. T. A. (2011). PH of seawater. Marine Chemistry, 126(1–4), 89–96. https://doi.org/10.1016/j.marchem.2011.04.002
McCarthy, J. J., Taylor, W. R., & Taft, J. L. (1977). Nitrogenous nutrition of the plankton in the Chesapeake Bay. 1. Nutrient availability and phytoplankton preferences. Limnology and Oceanography, 22(6), 996–1011. https://doi.org/10.4319/lo.1977.22.6.0996
McGowan, J. A., Deyle, E. R., Ye, H., Carter, M. L., Perretti, C. T., Seger, K. D., et al. (2017). Predicting coastal algal blooms in southern California. Ecology, 98(5), 1419–1433. https://doi.org/10.1002/ecy.1804
Miller, R., Wesley, B., & Norman, P. (1988). Specific conductance: Theoretical considerations and application to analytical quality control. United States Geological Survey Water-Supply, 2311, 3–6.
Pinckney, J. L., Paerl, H. W., Tester, P., & Richardson, T. L. (2001). The role of nutrient loading and eutrophication in estuarine ecology. Environmental Health Perspectives, 109(SUPPL. 5), 699–706. https://doi.org/10.1289/ehp.01109s5699
Premazzi, G., & Chiaudani, G. (1992). Ecological quality of surface water, Quality assessment schemes for European Community lakes. ECSC-EEC-EAEC, Brussels- Luxembourg.
Ramsey, P. H. (1989). Critical values for Spearman’s rank order correlation. Journal of Educational Statistic, 14(3), 245–253.
Raymont, J. E. G. (1980). Plankton and productivity in the oceans: Volume 1 Phytoplankton. (P. international Library, Ed.) (2nd ed.). Willowdale: Robert Maxwell, M.C.
Rice, E. W., Baird, R. B., Eaton, A. D., & Clesceri, L. S. (2012). Standard methods for the examination of water and wastewater. (L. Bridgewater, Ed.) (22nd ed.). Washington: American Public Health Association, American Water Works Association, Water Environment Federation.
Russel-Hunter, W. D. (1970). The season in temperate seas. In Aquatic productivity: an introduction to some basics aspects of biological oceanography and limnology (1st ed., pp. 30–57). New York: The Macmillan Compagny.
Ryan, N. J., Mitrovic, S. M., & Bowling, L. C. (2008). Temporal and spatial variability in the phytoplankton community of Myall Lakes, Australia, and influences of salinity. Hydrobiologia, 608(1), 69–86. https://doi.org/10.1007/s10750-008-9375-3
Salem, D., Ibrahim, M., Mohamed, L., Hemaida, H., & El-Shorbagi, E. (2021). Fluctuations of some physico-chemical parameters with depth in the Egyptian Mediterranean waters off Alexandria during winter 2016. Egyptian Journal of Aquatic Biology and Fisheries, 25(2), 75–88. https://doi.org/10.21608/ejabf.2021.158369
Shams El-Din, N. G., Shaltout, N. A., Nassar, M. Z., & Soliman, A. (2015). Ecological studies of epiphytic microalgae and epiphytic zooplankton on seaweeds of the Eastern Harbor, Alexandria. Egypt. American Journal of Environmental Sciences, 11(6), 450–473. https://doi.org/10.3844/ajessp.2015.450.473
Shreadah, M. A., El-Rayis, O. A., Shaaban, N. A., & Hamdan, A. M. (2020). Water quality assessment and phosphorus budget of a lake (Mariut, Egypt) after diversion of wastewaters effluents. Environmental Science and Pollution Research, 27(21), 26786–26799. https://doi.org/10.1007/s11356-020-08878-y
Stanley, J.-D., & Bernhardt, C. E. (2010). Alexandria’s Eastern Harbor, Egypt: Pollen, microscopic charcoal, and the transition from natural to human-modified basin. Journal of Coastal Research, 26(1), 67–79. https://doi.org/10.2112/JCOASTRES-D-09-00089.1
Strickland, J. D. H., & Parsons, T. R. (1972). A practical handbook of sea water analysis. Bull. Fish Res. Bd. Canada, 310.
Tadros, H. R. Z., Ibrahim, G. H., El Zokm, G. M., & Okbah, M. A. (2016). Multivariate analysis to investigate the organization of physicochemical parameters in the Eastern Harbour Alexandria, Egypt. International Journal of Contemporary Applied Sciences, 3(3), 33–58. www.ijcas.net
Vinçon-Leite, B., & Casenave, C. (2019). Modelling eutrophication in lake ecosystems: A review. Science of the Total Environment, 651, 2985–3001. https://doi.org/10.1016/j.scitotenv.2018.09.320
Wallace, J., Champagne, P., & Hall, G. (2016). Time series relationships between chlorophyll-a, dissolved oxygen, and pH in three facultative wastewater stabilization ponds. Environ. Sci.: Water Res. Technol., 2(6), 1032–1040. doi:https://doi.org/10.1039/C6EW00202A
Wetzel, R. G. (2001). Limnology: Lake and rivers ecosystems. (E. A. Press, Ed.) (3rd ed.). San Diego.
Author information
Authors and Affiliations
Contributions
Pascale Champagne: Statistical analysis, data curation, and writing—original draft. Mohamed M. Dorgham: Conceptualization, methodology, investigation, resources, writing—original draft, writing—visualization, supervision. Shuang Liang: Statistical analysis, data curation, and writing—original draft. Gabrielle Favreau: Statistical analysis, data curation, and writing—original draft. Nashwa A. Shaaban: Conceptualization, methodology, validation, formal analysis, investigation, data curation, resources, writing—original draft, writing—review and editing, visualization, supervision.
Corresponding author
Ethics declarations
Ethics approval
Ethics required is approved.
Consent for publication
The authors certify that the publisher is permitted to publish this work.
Conflict of interest
The authors declare no competing interests.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Champagne, P., Dorgham, M.M., Liang, S. et al. Time series relationships between chlorophyll-a, physicochemical parameters, and nutrients in the Eastern Harbour of Alexandria, Egypt. Environ Monit Assess 193, 826 (2021). https://doi.org/10.1007/s10661-021-09604-y
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s10661-021-09604-y