Study of the Effect of Certain Physicochemical Parameters on the Distribution of Toxic Planktonic Taxa in Two Oceanic Sites Mehdia and Moulay Bousselham, Rabat Sale Kenitra Region, Morocco

The diversity of phytoplankton communities in marine waters depends on the environmental, physical, chemical and biological factors in which they occur. The aim of our work is to determine the effect of certain physicochemical parameters on the proliferation of five planktonic taxa (1: Alexandrium 2: Dinophysis 3: Gymnodinum; 4: Pseudonitzschia; 5: Proocentrum) identified on the sites of Mehdia and Moulay Bousselham, Gharb of Moroccobetween 2017 and 2018. The results confirm the presence of these toxic taxa in both sites but with different densities. The ACP has allowed separating two distinct groups with coefficients of determination of more than 70%. Indeed, the first group concerning the site of Mehdia, it is characterized by an abundance of the taxa of Gymnodium and Pseudoni, which prefers salt water and oxygenated, thus important phosphate and nitrate levels. Moreover, unlike the temperature factor. However, the second group concerning the Moulay Bousselham site is located on the positive side of the axis, essentially characterized by moderately high temperatures. These conditions are favorable for the Dinophysis, Alexandrum and Proocentrum taxa. This trend makes it possible to classify the Moulay Bousselham site as a risk zone. In light of these results, the authorities of all stakeholders in the sector must increase efforts to overcome this constraint.


Introduction
Water quality is recommended by increasing its degree of trophy, known as eutrophication. Eutrophication is defined as "nutrient enrichment of waters that results in a series of symptomatic changes such as increased production of algae and macrophytes" [1]. However, the study of bio-indicator organisms, allows evaluating the ecological state of an aquatic environment. According to Blandin (1986) [2], a biological indicator (or bioindicator) is an organism or group of organisms that, by reference to biochemical, cytological, physiological, ethological, or ecological variables, makes it possible to characterize the state of an ecosystem.
Phytoplankton are all the cyanobacteria and microalgae (microscopic plants) present in surface water that can be carried away by water currents [3] [4]. The factors favoring a better microalgal production are the illumination, and the temperature whose optimum is 18˚C to 24˚C according to the species. The pH must be between 8.2 and 8.7, nitrogen and phosphorus and other elements.
Phytoplankton occupied the place of the first link in the food chain [5]; it is the basis of ecosystems in marine environments [6]. The distribution, abundance, production and biodiversity of different species or groups of plankton are likely to be profoundly affected by climate change and the physical and chemical properties of the oceans [3]. Of the many species that make up phytoplankton, some produce toxins called phycotoxins. They belong mainly to the Dinophycea class [7].
In Morocco, there are 84 listed wetlands according to the 1997 Protected Areas Study. An ongoing study reports about 300 sites covering an area of 400,000 ha. Morocco's Gharb is rich in wetlands such as the Mehdia area and Moulay Bousselham, which are considered among the most populated areas by planktonic species.
The objective of this study is to compare the spatiotemporal evolution of certain toxic planktonic species between two wet sites Mehdia and Moulay Bousselham.

1) Description of the study site
The samples were taken from two ocean sites, the Mehdia and Moulay Bous-

3) Statistical analyzes
The collected data are entered on an Excel support, the exploitation is carried out on a statistical processing software. The analyzes selected in this sense are significance tests such as single-point analysis of variance, correlations, principal component analysis. The results are generally expressed as relative frequencies and/or means ± standard deviation.

Results and Discussion
1) Study of the density variation in the two sampling sites Table 1 summarizes the results of the descriptive analysis of the density of planktonic taxa identified in the two sampling sites. An Asterix marks significant differences. It appears from this table that: between the two sites. However, differences in average densities are thus recorded. For the Pseudonitzschia taxon, the average density in the Moulay Bousselham site greatly exceeds that of Mehdia. In addition, the Gymnodinum and Proocentrum taxa were very abundant in the Mehdia site with average densities of 532.61 cells/liter and 4652.1 cells/liter, respectively. The planktonic species identified all have toxic potency but to varying degrees. Because of this, the abundance of these species in the Moulay Bousselham site makes the environment really too incriminated.
2) Study of the variation of physicochemical parameters in the two sites The results concerning the distribution of certain physicochemical parameters at the two sampling sites are given in Table 2. This table shows two groups of The multiple pearson correlation test between the 5 physicochemical parameters studied by assembling the two sites shows that the temperature is moving in the opposite direction of nitrate (r = −0.69) and phosphate (r = −0.61). However, nitrate evolves in the same direction as phosphate (r = 0.59) (Figure 1).  For the Mehdia site, we found negative correlations between temperature and phosphate parameter with a correlation coefficient of (r = −0.78, p < 0.000), between temperature and nitrate with a coefficient correlation of (r = −0.71, p < 0.000), and between the temperature and the salinity parameter with a correlation coefficient of −0.42 and p < 0.046. Similarly, there was a positive bond this time between oxygen and salinity (r = 0.50, p < 0.016) on the one hand and between nitrate and phosphate on the other hand (r = 0.69, p < 0.000).  For the Moulay Bousselham site, negative correlations were found between the temperature and the phosphate and nitrate parameters, with correlation coefficients of r = −0.47, respectively; p < 0.024 and r = −0.69; p < 0.000. Negative correlation thus binds salinity and oxygen (r = −0.52, p < 0.011) and a positive binding associates nitrate and phosphate (r = 0.42, p < 0.049).

Discussion
The identification of the toxic species in the two Moroccan sites allowed us to mention five species known by their toxic power. Moreover, Dinophysis and Alexandrium are two planktonic taxa of which some species are capable of producing respectively diarrheal toxins and paralytic toxins. The abundance of these species is under the direct or indirect effect of several physicochemical parameters such as temperature, O 2 , pH etc. The effect of temperature on microalgal growth has been described by many authors, the latter confirming that the microalgae preference for temperatures between 15˚C and 30˚C. Good oxygenation promotes a massive proliferation of phytoplankton and consequently the growth of these microalgae, provides an additional source of oxygen through its photosynthetic activity. Low oxygen concentrations indicate more active remineralization on the surface [11]. Indeed, when the temperature increases, the solubility of the gas decreases. The surface layer thus heated by solar radiation further limits the ocean/atmosphere oxygen exchanges and thus the surface layer is depleted. The observed decrease could also be due to a heterotrophic activity of remineralization of the organic matter in this zone [12].