Microalgal identification
The screened microalgae were isolated using the agar plate's technique and sub-culturing in a liquid media. Using microscopic characterization, four green microalgae species were morphologically identified as Chlorolobion braunii, Tetradesmus obliquus, Monoraphidium miutum, and Asterarcys quadricellulare (Fig. 1).
Microalgae were discussed extensively as a valuable source for third-generation biofuels, especially as a sustainable and environmentally-friendly feedstock for biodiesel production. For this, the study screened four species of soil green microalgae based on their lipid productivity. The screened species showed a lag phase of two days before they began their exponential growth. The growth curves of the four screened microalgae revealed their exponential growth phase in between the fourth and tenth days of incubation time (Fig. 2). Tetradesmus significantly recorded the highest biomass productivity 689.2 mg L− 1 d− 1, while Chlorolobion was the lowest biomass productive (210.8 mg L− 1 d− 1) compared to the other species (Fig. 3). At the exponential phase of microalgae, lipid content and lipid productivity revealed that Monoraphidium was significantly the highest lipid productive species with up to 29.1 mg L− 1 day− 1. Also, significant low lipid content was determined for Asterarcys microalga compared to other screened microalgae (Fig. 4).
Microalgae fatty acids profile
Fatty acid profile of the screened green microalgae characterized by GC and their relative percentages are recorded in Table 1. Generally, the detected 26 fatty acids with carbon chains ranging from (C11-C24) and different degrees of unsaturation. The most prevailing fatty acids were palmitic acid (17–26%), palmitolic acid (7–12%), oleic acid (7–16%), linoleic acid (4–17%) and alpha-linolenic acid (7–24%), which set within C16 and C18 fatty acids. Palmitic acid (C16:0) and stearic acid (C18:0) are two of the most commonly observed fatty acids synthesized by microalgae and are suitable for biodiesel production [30]. The degree of unsaturation plays a critical role in biodiesel properties as the higher the degree of unsaturation of the FAMEs, the higher the oxidation stability of the biodiesel [28]. The present results revealed that A. quadricellulare recorded the highest percentage of unsaturation fatty acids (75.57%), while C. braunii recorded the lowest value (60.27%). In addition, all of our isolates were characterized by a high percentage of PUFAs more than MUFAs (Table 1).
Table 1
Fatty acids composition of the four screened green microalgae species (% of total fatty acids)
Fatty acid
|
Chlorolobion braunii
|
Tetradesmus dimorphus
|
Monoraphidium minutum
|
Asterarcys quadricellulare
|
C11:0
|
Undecanoic acid
|
0.69
|
0.21
|
0.3
|
0.34
|
C13:0
|
Tridecanoic acid
|
1.42
|
1.37
|
0.9
|
1.17
|
C14:0
|
Myristic acid
|
1.21
|
1.23
|
1.19
|
0.87
|
C15:0
|
Pentadecanoic acid
|
2.67
|
3.88
|
2.4
|
2.94
|
C16:0
|
Palmitic acid
|
25.98
|
23.71
|
16.75
|
17.17
|
C17:0
|
Heptadecanoic acid
|
5.26
|
2.39
|
4.73
|
0.95
|
C18:0
|
Stearic acid
|
1.31
|
1.37
|
1.05
|
1.0
|
C24:0
|
Lignoceric acid
|
1.21
|
0.48
|
0.7
|
ND
|
Total SAF
|
39.75
|
34.64
|
28.02
|
24.44
|
C16:1 ω9
|
Palmitolic acid
|
10.28
|
11.45
|
7.04
|
8.97
|
C16:1 ω7
|
Palmitoleic acid
|
1.99
|
2.12
|
1.72
|
3.55
|
C18:1 ω9
|
Oleic acid
|
12.31
|
7.21
|
13.52
|
16.43
|
C18:1 ω7
|
Vaccenic acid
|
1.29
|
1.39
|
1.92
|
2.43
|
C20:1 ω9
|
Gondoic acid
|
0.34
|
ND
|
ND
|
0.23
|
C24:1 ω9
|
Nervonic acid
|
2.15
|
1.59
|
0.7
|
0.89
|
Total MUFA
|
28.36
|
23.76
|
24.9
|
32.5
|
C16:2 ω4
|
Hexadecadienoic acid
|
ND
|
ND
|
0.29
|
ND
|
C16:3 ω4
|
Hexagonic acid
|
1.33
|
1.33
|
0.96
|
1.23
|
C16:4 ω3
|
Hexadecatetraenoic acid
|
2.59
|
6.01
|
10.4
|
10.06
|
C18:2 ω6
|
Linoleic acid (LA)
|
16.7
|
11.67
|
11.68
|
3.68
|
C18:3 ω6
|
γ-linolenic acid
|
0.43
|
0.9
|
0.45
|
0.18
|
C18:3 ω4
|
Octadecadienoic acid
|
ND
|
0.86
|
ND
|
0.32
|
C18:3 ω3
|
α-Linolenic acid (ALA)
|
6.5
|
14.79
|
18.34
|
24.32
|
C18:4 ω1
|
Octadecatetraenoic acid
|
1.11
|
2.45
|
3.78
|
2.87
|
C20:4 ω6
|
Arachidonic acid (AA)
|
ND
|
1.38
|
ND
|
0.41
|
C20:5 ω3
|
Eicosapentaenoic acid (EPA)
|
0.19
|
0.22
|
ND
|
ND
|
C22:5 ω6
|
Docosapentaenoic acid
|
2.33
|
1.46
|
0.3
|
ND
|
C22:6 ω3
|
Docosahexaenoic acid (DHA)
|
0.73
|
0.51
|
0.19
|
ND
|
Total PUFA
|
31.91
|
41.58
|
46.39
|
43.07
|
ND = not detected |
Microalgal biodiesel properties
Biodiesel properties analysis of a biodiesel sample requires a long time and a lot of money. In some cases, it may be impossible to obtain a sufficiently large sample of biodiesel from an arising feedstock oil for detailed analyses, such as algal biodiesel. Mathematical models were applied to predict the properties of biodiesel depending on the fatty acid profile. Subsequently, it may be utilized as a bioprospecting tool for rapidly estimating the potential utility of a new feedstock [31]. The most important properties of biodiesel as a substitute for diesel fuel are the cetane number, viscosity, and density, cold filter plugging point, oxidative stability, ignition quality, combustion heat and cold flow [32]. Calculated biodiesel characteristics of the screened microalgae were compared to the international standards, where it showed ideal cetane number, viscosity, specific gravity, and oxidation stability (Table 2). Results of the present study also revealed that biodiesel characteristics are in agreement with some other related studies [28, 5, 33].
The present study recorded that the content of saturated fatty acids ranged from 24–40% (Table 1). It was reported that the more saturated fatty acids supply biodiesel with a higher cetane number, high oxidative stability, decreased emission of nitrous oxide, and improved ignition [34]. High cetane number led to better combustion, low emission of nitrous oxide and easier engine start-up [35]. Cetane numbers for screened microalgae ranged from 51.45–54.99, where it falls within the limits of the international standards.
High iodine value is always accomplished with a high unsaturation degree and high susceptibility to oxidation and it can be improved by antioxidants addition. While low iodine value offers appropriate oxidation stability [28]. The present results recorded that Chlorolobion species has the lowest iodine value and high oxidative stability in comparison with the other screened microalgae. Specific gravity and viscosity are important parameters because they affect the efficiency of fuel atomization. Specific gravity results recorded 0.88 while kinematic viscosity values (4.12–4.46) comply with the international standards. One of the main troubles associated with the use of biodiesel is the bad flow properties in cold weather. The present study recorded a relatively high PUFAs content, especially linoleic acid (3.7–16.7%), and lower CFPP (-16.4), which agree with standards limits and are in favor of colder environments. Within the present research, the levels of Stearic acid C 18:0 (Table 1) were generally very low (below 1.37%). The low content of stearic acid contributes to lowering the temperatures of CFPP [36]. The long-chain PUFAs, especially linoleic acid, resulted in improvement for biodiesel liquefaction like CFPP which is in desire for cold weather [37, 33]. In agreement with Santhakumaran et al [38], a comparison for the biodiesel properties of the four screened microalgae species (Table 2) revealed that Chlorolobion lipid extract was the most suitable for biodiesel production. Where it has the highest characteristic biodiesel properties such as the ratio of both saturated fatty acids and monounsaturated fatty acids to the polyunsaturated fatty acids (2.13), the highest CN value (54.99), the highest score in LCSF (0.06%), and the lowest IV value (100.57).
Table 2
Biodiesel properties for the four screened microalgae compared to American Society for Testing and Materials [39] and European standards [40]
|
Microalgae of this study
|
Biodiesel standards
|
Chlorolobion
|
Tetradesmus
|
Monoraphidium
|
Asterarcys
|
ASTM D6751-08
|
CEN 14214
|
Unsaturation degree
|
1.18
|
1.51
|
1.67
|
1.71
|
-
|
-
|
Kinematic viscosity (mm2s− 1)
|
4.46
|
4.25
|
4.15
|
4.12
|
1.9-6.0
|
3.5-5.0
|
Specific gravity (kg− 1 )
|
0.88
|
0.88
|
0.88
|
0.88
|
0.88
|
0.86–0.9
|
Cloud point (°C)
|
4.22
|
-0.22
|
-2.37
|
-2.89
|
− 3 to 12
|
-
|
Iodine value (g I2100g− 1)
|
100.57
|
125.27
|
137.25
|
140.16
|
-
|
Max. 120
|
Cetane number
|
54.99
|
52.78
|
51.71
|
51.45
|
Min. 47
|
51–120
|
HHV (MJkg− 1)
|
40.61
|
41.20
|
41.48
|
41.55
|
-
|
42
|
Oxidation stability (h)
|
7.58
|
6.77
|
6.46
|
6.73
|
Min. 3
|
Min. 6
|
LCSF (wt%)
|
0.06
|
0.04
|
0.02
|
0.02
|
-
|
-
|
CFPP (°C)
|
-16.30
|
-16.35
|
-16.41
|
-16.41
|
-13 to -5
|
-20 to 5
|
Selection of suitable microalgae for biodiesel
Lipid content may vary from organism to organism, where a particular species may have high biomass with a low lipid content and vice versa. So, screening and selection of suitable microalgal species based on various biodiesel properties require a multi-criterion decision analysis (MCDA). (PROMETHEE) and (GAIA) have significant advantages compared to other MCDA methods because it is a promising method, i.e. the decision vector stretch toward the preferred solution [41]. In this study, based on phi value, the calculated outranking flows of the tested microalgae pointed out that the most appropriate microalgae for biodiesel production in descending order are Chlorolobion braunii, Tetradesmus dimorphus, Monoraphidium minutum, Asterarcys quadricellulare (Table 3). GAIA plane is a descriptive supplement to the PROMETHEE rankings. The blue lines and diamonds represent the biodiesel quality parameters, the green circles represent the microalgae samples analyzed, i.e. actions; and the red line represents the decision vector. The species along with the decision axis, i.e. Chlorolobion braunii microalga is the most suitable candidate among the other species (Fig. 5). Most of the biodiesel properties lie adjacent to the decision axis (Du, KV, SG, CP, CN, HHV, LCSF, and CFPP), while some lie opposite to the decision axis and have less influence on the decision axis.
Table 3
PROMETHEE ranking the four screened green microalgae species based on the Phi scores
Rank
1
2
3
4
|
Microalgae
Chlorolobion braunii,
Tetradesmus dimorphus,
Monoraphidium minutum,
Asterarcys quadricellulare
|
Phi
0.0466
-0.0020
-0.0211
-0.0235
|
Omega fatty acids from microalgae
Microalgae have been demonstrated as a prospective source of value-added bioactive compounds with the high commercial value used in the pharmaceutical, healthcare and food industries [42]. The nutritional value of microalgae is highly related to their essential fatty acid contents [43]. Among value-added products of microalgae, long-chain PUFAs are broadly known for their useful impacts on human health [44], as they have an important biological role in maintaining a healthy brain function and coronary artery [45].
Fatty acids of the screened microalgae revealed that oleic acid has the greatest values within the group of omega-9 fatty acids, which ranged from 7.2–16.4% (Table 1). Oleic acid is associated with the prevention of brain-related disorders [46]. Palmitoleic acid an omega-7 MUFA fatty acid which ranged from 1.7–3.6% plays a significant role in human metabolism. Researchers have correlated dietary palmitoleic acid with decreased risks of cardiovascular diseases, diabetes, and inflammation [47]. Results presented in Table 4 elucidated that fatty acids profiles of the screened microalgae are characterized by a high level of omega-9 fatty acids (20.3–26.3%), while omega-7 fatty acids percentage (3.3-6%), which does not exceed 1.9% in many edible plant sources. MUFA fatty acid utilization is appeared to lower blood glucose in individuals with type II diabetes [48].
PUFAs are divided into two major groups i.e., Omega-3 and omega-6, which play a principal role in the formation of the structure and function of nervous and visual systems of humans and have a protective impact against inflammatory and cardiovascular diseases [49]. Interestingly, most of our microalgae contained a high percentage of omega-3 fatty acids, which exceeds that of many oil sources (Table 4). For example, their percentage was in A. quadricellulare recorded 34.38%, while it was 25.14% in fish oil [50]. In general, omega-3 fatty acids represent the largest proportion of unsaturated fatty acids in most isolates, especially A. quadricellulare and M. minutum Moreover, the predominant active omega-3 fatty acid in most isolates is α-linolenic acid, which constitutes about a quarter of fatty acids content in A. quadricellulare compared to other sources of lipids, Similar results in which the soil algae Protosiphon botryoides produced fatty acids with high PUFAs and high omega-3 fatty acids [33]. Microalgae are the richest source of PUFAs particularly, EPA and DHA, which are the foremost vital PUFA's due to their metabolic functions [51]. DHA and EPA are synthesized by microalgae under various culture conditions [52]. Supplementation with omega-3 PUFAs as fish oil or microalgae is more useful compared to supplementation with ALA through flaxseed oil due to the generally low transformation of ALA to EPA and DHA [53].
Table 4
Omega fatty acids percentage of the four tested microalgae in comparison with some other lipid sources
lipid source
|
ω-3
|
ω-6
|
ω-7
|
ω-9
|
Total
|
References
|
Asterarcys quadricellulare
|
34.4
|
4.3
|
6.0
|
26.3
|
70.9
|
This study
|
Monoraphidium minutum
|
28.9
|
12.1
|
3.6
|
21.3
|
66.0
|
Tetradesmus dimorphus
|
21.5
|
15.4
|
3.5
|
20.3
|
60.7
|
Chlorolobion braunii
|
10.0
|
19.46
|
3.3
|
25.1
|
57.8
|
Fish oil
|
25.1
|
19.4
|
10.1
|
23.3
|
77.8
|
[50]
|
Palm oil
|
0.3
|
11.2
|
0.3
|
43.4
|
55.2
|
[54]
|
Soybean oil
|
-
|
6.1
|
-
|
46.6
|
52.6
|
[50]
|
Ghee (Clarified butter)
|
0.6
|
2.0
|
1.9
|
23.2
|
27.6
|
[54]
|
Coconut oil
|
0.3
|
10.5
|
0.3
|
4.3
|
15.2
|
[50]
|