Journal of Agronomy & Agricultural Science Category: Agriculture Type: Research Article

Effect of Fertilization Level on Chemical Composition, intake and Digestibility in vivo of Moringa oleifera Cutting at 6 Months in Guinea Pig

Mama Mouchili1, Fernand Tendonkeng2*, Emile Miégoué2, Nation Nguefack2, Jean Romeo LemogoToko2, David Fokom Wauffo2, Hippolyte Mekuiko Watsop2 and Etienne Pamo Tedonkeng2
1 Departement des productions animales, Laboratoire de Nutrition Animale, Université de Dschang, B.P. 222 , Dschang, Cameroon
2 Departement des productions animales, Laboratoire de Nutrition Animale, FASA, Université de Dschang, B.P. 222 , Dschang, Cameroon

*Corresponding Author(s):
Fernand Tendonkeng
Departement Des Productions Animales, Laboratoire De Nutrition Animale, FASA, Université De Dschang, B.P. 222 , Dschang, Cameroon
Tel:+237 696804671,
Email:f.tendonkeng@univ-dschang.org

Received Date: Nov 26, 2018
Accepted Date: Feb 01, 2019
Published Date: Feb 19, 2019

Abstract

In order to contribute to a better use of Moringa oleifera in guinea pigs diet, tests were conducted at the LAPRONAN of FASA of the University of Dschang between May 2017 and April 2018. The study focused on the chemical composition and in vivo digestibility of Moringa oleifera in guinea pig (Caviaporcellus) fertilized at different levels with chicken droppings. Moringa oleifera used for this trial was fertilized at doses of 0, 50, 100, 150, 200 and 250 kg N/ha and harvested when the plants were 6 months old on the experimental path. The harvested M. oleifera was dried and then crushed with a hand grater. Fertilization levels significantly influenced the chemical composition of Moringa oleifera. Protein content increased with fertilization level at 6 months (16.67, 21.63, 25.40, 29.11, 32.99 and 32.69% DM respectively at doses of 0, 50, 100, 150, 200 and 250 kg N/ha). Similarly, 60 adult guinea pigs of English breed, including 30 males and 30 females, were purchased from stock farmers in the town of Dschang and the surrounding area. These animals were 5 months old and had an average weight of 450 ± 50 g. After 2 weeks of acclimatization in the farm rearing lodges and 10 days of adaptation in the individual digestibility cages, the animals were randomly divided into 2 groups of 6 batches having 5 animals in each batch. Each group was subjected to 6 rations of Moringa oleifera fertilized at different doses with chicken manure (0, 50, 100, 150, 200 and 250 kg N/ha) and 200g Trypsacumlaxum as staple food. During the digestibility test which lasted 7 days, each ration was repeated on 10 guinea pigs; 5 males and 5 females. The main results showed that Crude protein increase with fertilization levels while MD, OM, Nitrogen Free Extract (NFE) and sugar decreased with fertilization levels.Ingestion of M. oleifera and nutrients in animals was not significantly different (P>0.05) with fertilization levels. Regardless of fertilization level, digestibility of all nutrients was not significantly different. This study showed that female has resulted in the highest fiber digestibility of Moringa oleifera at 6 months.

Keywords

Caecal flora; Chemical composition, Guinea pigs, in vivo digestibility; Moringa oleifera.

INTRODUCTION

Food is the main factor limiting the expression of production potential tropical animals [1,2]. According to animals ingest food to meet their energy and nutrients [3]. Thus, the more food is able to release its nutrients, the better it allows achieving good animal performance at a lower cost as a result of the reduction in consumption. In addition, according to food consumption entirely of plant origin by herbivores slows digestion, and consequently allows a good absorption of food and a more favorable balance of nutrients by calories due to good cell growth management [4]. Thus, improving the productivity of monogastric herbivores like the guinea pig can be between others, by improving their diet and, above all, by making available to them fodder rich in protein. Among the alternative sources of high-protein forage in Cameroon, they are the plant of Moringa oleifera which, in addition to minerals contains vitamins in quantity important. The leaves of Moringa oleifera are an excellent source of protein whose grades range from 19-35% DM [5]. The amino acid content of the M. ofeifera leaf meal is not significantly different to that of soybean meal with a digestibility of 79.2% [6-8]. Its energy content metabolizable range from 2273-2978 kcal/Kg DM [7]. The leaves of M. oleifera contain a very high concentration of vitamins, A (6.8 mg), B (423 mg) and C (220 mg); in minerals (Iron, Calcium, Zinc, Selenium) and are rich in B-Carotene [9,10]. Despite this good protein content, the use of this plant in animal feed is not very popular. In addition, its chemical composition and digestibility vary according to geographical areas, fertilizer type, fertilization levels and age of mowing. The work of showed that Moringa oleifera fertilized at different doses urea (0, 30, 60, 90 and 120 kg/ha) affected their chemical composition [11]. Likewise, apparent digestive utilization coefficient of nutrients from M. ofeifera fertilized to poultry manure and cutting at 90 days was not significantly different in rabbits. These coefficients of use apparent digestive increased with the inclusion level of M. ofeifera (5 to 20%) [12]. On the other hand, the work of in Guatemala on degradation rumen of the dry matter and fibers of Cynodondactylon fertilized with different levels of nitrogen and harvested at two different dates, have shown that nitrogen fertilization improved the effective degradation of the dry matter and NDF for every 100 kg N/ha [13]. If the work was done in Cameroon on the fertilization of Moringa oleifera, none have yet been realized on the effect of different levels of fertilization and age of cutting on Moringa oleifera digestibility [14]. It is therefore to overcome this gap that the present work was initiated with the aim of evaluating the effect of fertilization level on the chemical composition, ingestion and digestibility of Moringa oleifera cutting at 6month in the guinea pig.

MATERIALS AND METHODS

Experimental site

Our study was conducted at the Animal Production and Nutrition Research Unit from the University of Dschang. Dschang is located at the 15th degree of the eastern meridian, at latitude 5° 26 27 “North and longitude 10° 26 29” East. The climate of the region is Equatorial type of Cameroon modified by altitude. Outside of commercial activities, the area is strongly agro-pastoral. The rainfall varies between 1500 and 2000 mm per year. The average annual temperature is around 20° C, the annual total insolation at 1800 hours and, average relative humidity ranging between 40 and 97%. The rainy season corresponds to the cultivation period from mid-March to mid-November. February is generally the hottest, and the coldest months of July and August. Soil, ferralitic type, is well drained and slightly acidic (with a pH of about 4.8). The lands, brown and derived from basaltic rocks have a very heavy (clay) texture and a quite a marked deficiency in potash. Natural vegetation carries species whose presence testifies to it’s formerly forest nature [14].

Precipitations

During the trial period (May 2017 to February 2018), rainfall data were collected daily at 8:00 am in the experimental site. The highest (431.6 mm) precipitation was obtained in August. It is also the month who it rains most in the West Cameroon.

Soil analysis

An analysis of the chemical and textural composition of the soil was made before the preparation of the soil. The sample was taken from the site in the horizon 0 to 20cm deep. The chemical analysis of the soil (Table 1) was carried out at the Laboratory of Soil Analysis and Environmental Chemistry (LABSAEC) of the University of Dschang following the method described by Pauwel and et al. (1992).
 

Parameters

Values

Depth

0-20 cm

Texture (%)

 

Sand

62

Total silt

10

Clay

28

Textural Class

L

Ground reaction

 

Water-pH

4.8

KCL-pH

4

Organic matter

 

CO (%)

6.6

MO (%)

11.35

Total N  (g/kg)

2.7

C/N

22

Exchangeable cations (meq/100g)

 

Calcium

11

Magnésium

3

Potassium

0.7

Sodium

0.08

Sum of Bases (SB)

14.78

Cation exchange capacity

 

CEC at pH7

46

Saturation in bases (%)

32

Assimilated phosphorus

 

Phosphorus Bray II

21

 Table 1: Physico-chemical characteristics of the soil.
 

Description, origin and chemical composition of the fertilizer source

Poultry manure used as a source of nitrogen was obtained from a laying hen in the Menoua division (Dschang). It was analyzed (Table 2) before it’s spreading on plots.
 

Parameters

Values

Carbon (%)

31

Organicmatter (%)

53.1

Potassium (ppm)

3382

Sodium (ppm)

617

Phosphorus (ppm)

911

Nitrogen (g/kg)

24

 Table 2: Chemical composition of poultry (laying hens) manure. 

Animal material

To carry out this test, 60 guinea pigs of English race (30 males and 30 females) aged approximately 5 months and average weight 450 ± 50 g were used for the evaluation of the intake and the digestibility of Moringa oleifera. These animals were placed in cages 0.105 m3 screens (0.76 m x 0.46 m x 0.3 m), each equipped with a 100g plastic feeder and 100 ml plastic waterer. The complete cleaning of the building followed by the disinfection of the cages was carried out with the water of bleach at a dose of 125 ml per 15 liters of water before the animals are introduced. The anti-stress (Amine Total) was given in the drinking water and given to the animals as soon as they arrived in the livestock building. To avoid a possible vitamin C deficiency, one tablet 240 mg of vitamin C was diluted in 1.5l of drinking water and animals for the duration of the test.

Plant material

The plant material consisted of Moringa oleifera leaves fertilized to different doses (0, 50, 100, 150, 200, 250 kg N / ha). Theses 6 levels of nitrogen were applied one month after sowing. The leaves of Moringa oleifera were harvested at 6 months of age after fertilization. The harvested leaves preserved in plastic were dried in the shadeat room temperature, crushed and stored for manufacture of granules. For the staple food, 200g of Trypsacumlaxum was served every day per animal. This grass has been harvested every day on the farm and pre-faded before being served to animals the next day.

Manufacture of Moringa oleifera

The harvested and dried leaves were crushed using a grainy manual and served to animals in granular form (Photo 1). Animals were distributed in a completely randomized device. The daily ration served to each animal has been constituted as follows:
R0=200g fresh T.laxum + 3.46g dry M. oleifera leaves produced with 0kg.N/ha/animal/day;
R50=200g fresh T.laxum + 3.46g dry M. oleifera leaves produced at 50kg.N/ha/animal/day;
R100=200g fresh T.laxum + 3.46g dry M. oleifera leaves produced at 100 kg.N/ha/Animal/day;
R150=200g fresh T.laxum + 3.46g dry M. oleifera leaves produced at 150 kg.N/ha/Animal/day;
R200=200g fresh T.laxum + 3.46g dry M. oleifera leaves produced at 200 kg.N/ha/Animal/day;
R250=200g fresh T.laxum + 3.46g dry M. oleifera leaves produced at 250 kg.N/ha/Animal/day;
 
Photo 1: Dried Moringa leaves (a); Granulated Moringa leaves (b)
 

Evaluation of the chemical composition of Moringa oleifera

A 100 g sample of each treatment fertilized at different doses (0, 50, 100, 150, 200, 250 kg N/ha) was removed, oven-dried to constant weight, crushed and preserved in plastic bags for the evaluation of their chemical composition. The Dry Matter Content (DM), Organic Matter (OM), ash, Crude Protein (CP), fat and Crude Fiber (CF) were determined according to the methods described by [15]. The Nitrogen Free Extract (NFE) and sugar were determined by the following equation 1 and equation 2 according to AOAC (2000):

• Equation 1:NFE = DM-(CP+CF+Ash+Fat)
• Equation 2:Sugar = OM-(Fat+CP)

Evaluation of ingestion of Moringa oleifera

For each treatment, 5 guinea pigs were randomly individual cages, and the food was served only once each day between 8 and 9 am. For the evaluation of the intake, the quantities of food served were noted and the refusals were collected daily and weighed before any new distribution.

Evaluation of the digestibility of Moringa oleifera

The digestibility test was preceded by a period of adaptation of the animals to the cage of digestibility and granular Moringa, which lasted 10 days. During the digestibility period proper that lasted 7 days, each morning before the distribution of the food, the feces were collected, weighed and a representative sample of approximately 100g was then taken and dried at 60° C to constant weight in the laboratory in a ventilated oven. Subsequently, dried feces were milled using a homemade tri-hammer mill, and kept in plastic bags for evaluation of their dry Matter Content (DM), Organic Matter (OM), Crude Protein (CP) and Crude Fiber (CF) according to method described by [15]. The digestibility of the Dry Matter, Organic Matter, Crude Protein and crude fiber were determined according to the formula of Roberge G et al Toutain B (1999).

Statistical analyzes

Chemical composition of Moringa oleifera were subjected to one wayanalysis of variance following General Linear Models (the doses of chicken droppings used to fertilize the M. oleifera). Food intake and nutrient digestibility were subjected to a two-way analysis of variance (doses of chicken droppings used to fertilize M. oleifera and sex) according to the Model Linear General (MLG) with the statistical software SPSS 20.0. When the differences significant existed between the treatments, the separation of the averages was done by the test from Dunkan at 5% significance level [16].

RESULTS AND DISCUSSION

Effect of fertilization level on the chemical composition of Moringa oleifera cutting at 6 months

The levels of DM and OM of Moringa oleifera collected from unfertilized plots and fertilized at 50, 100, 150, and 200 kg N/ha were not significantly different (p> 0.05) and significantly (p <0.05) higher than those of the plots fertilized at the rate of 250 kg.N/ha (Table 1). These results are consistent with those of [17-19]. According to, nitrogen fertilization decreases the dry matter content and soluble carbohydrate contents, the total nitrogen content, especially nitric increases, which has the effect of not changing the nutritional value of the feed [18,19]. The results obtained differ from those obtained by who found that the use of increasing amounts of mineral nitrogen on pure grass prairies generally causes a decrease in the dry matter content of plants [20,21]. This difference could be explained by the forage species and/or soil type.

The CP content had significantly (p <0.05) increased with fertilization up to 200 kg N/ha. These results are superior to those obtained by when he fertilized M. oleifera on cow bursaries and similar to those obtained by when they applied the increasing doses of urea and chicken droppings on the chemical composition of M. oleifera respectively [11,19,22,23]. Increasing the crude protein content of M. oleiferaunder the effect of nitrogen fertilization is accompanied by a decrease in protein nitrogen in favor of non-protein nitrogen. In fact, the entry of nitrogen into the plant, which takes place essentially in the form of nitrate, increases rapidly with fertilization, which leads in a first step to the accumulation of no-protein nitrogen, followed by nitrate for high fertilization levels [2,19,24].

The CP content of plots fertilized at 200 and 250 kg N/ha, however, remained not significantly different. The ash and fat contents of Moringa oleifera have varied with fertilization levels. The highest values for ash (8.33% DM) and fat (5.01% DM) were obtained with plants fertilized at 250 kg N/ha and unfertilized plants respectively. NFE and sugar of Moringa oleifera decreased with fertilization levels. Indeed, the results presented show significant variations whose nitrogen intensification is not the least cause. A decrease of 10 to 20% in the non-nitrogenous extract content of the forage is recorded as soon as one goes from a fertilization of 30 units to 90-120 units of nitrogen. It thus appears that the fodder obtained under these intensification conditions are less rich in non-nitrogen extractives, which does not imply that they are less energetic, because at the same time they are richer in nitrogenous matter. Likewise, the increase in nitrogen content following nitrogen fertilization is often associated with a decrease in the level of soluble carbohydrates (sugars), which are sometimes halved. This significant decrease results from the fact that the development of soluble carbohydrates, limited by leaf area and photosynthesis, is not increased by nitrogen fertilization, contrary to their use.Fertilization had no significant effect (p> 0.05) on the CF content of Moringa oleifera [25].

Effect of fertilization level on ingestion of Moringa oleifera cutting at 6 months in guinea pigs

The total daily intake of M. oleifera and T. laxum did not significantly vary with fertilization. It was the same for the ingestion of dry matter, organic matter and crude protein. However, the highest values of these ingestions were obtained with M. oleifera fertilized at 200 kg N/ha. These results could be explained by the fact that M. oleifera fertilized at 200 kg N/ha would therefore have provided good quality proteins which favored the ingestion of nutrients. Similarly, the highest gross cellulose intake was obtained with R200 diets. M. oleifera contained in this ration is the one with the highest protein content (32.99% DM). Indeed, according to many authors, protein supplements promote a sufficient proliferation of intestinal microorganisms involved in digestion in guinea pigs [19,26-28,]. This would promote the increase of food fermentation and transit with consequent increase in food intake (Table 3).
 
Ingestions (g DM/Day/animal) Traitments SEM P
R0 R50 R100 R150 R200 R250
Experimental diet
 M. oleifera(DM) ?(5)  22.13a  22.53a  30.93a  29.73a 21.93a  24.53a 1.43 0.25
?(5) 21.73b 12.60a 13.26a 19.46ab 22.40b 23.06b 1.34 0.03
??(10) 21.93a 17.56a 22.09a 24.59a 22.16a 23.79a 1.38 0.14

T. laxum(DM)

?(5)

140.00a

134.73a

143.00a

144.26a

148.60a

140.26a

3.27

0.92

?(5)

137.93a

138.80a

119.06a

128.46a

133.40a

127.26a

3.96

0.77

 

??(10)

138.96a

136.76a

131.03a

136.36a

141.00a

133.76a

3.62

0.84

Total Nutrients

   

Dry Matter

?(5)

148.67a

144.27a

159.13a

159.38a

156.45a

149.99a

3.62

0.83

?(5)

146.41a

139.29a

121.58a

135.76a

142.82a

136.76a

3.84

0.58

??(10)

147.54a

141.78a

140.35a

147.57a

149.63a

143.37a

3.73

0.71

Organic Matter

?(5)

128.31a

124.44a

136.68a

137.17a

134.92a

127.99a

3.1

0.83

?(5)

126.36a

120.71a

105.13a

117.21a

123.00a

116.62a

3.33

0.6

??(10)

127.33a

122.57a

120.90a

127.19a

128.96a

122.30a

3.21

0.71

Crude Protein

?(5)

21.19a

19.97a

24.27a

23.63a

21.88a

21.12a

0.61

0.34

?(5)

20.87a

18.70a

17.26a

19.51a

20.17a

19.31a

0.52

0.5

??(10)

21.03a

19.33a

20.76a

21.57a

21.02a

20.21a

0.57

0.42

Crude Fiber

?(5)

58.27a

57.37a

61.28a

62.41a

62.12a

59.38a

1.38

0.9

?(5)

57.39a

56.20a

48.23a

53.79a

56.46a

54.08a

0.55

0.64

??(10)

57.83a

56.78a

54.75a

58.10a

59.29a

56.73a

0.96

0.77

Table 3: Ingestion of Moringa oleifera fertilized at different levels of chicken droppings and mowed at 6 months.
a, b, c: Averages with the same letters on the same line are not significantly different at the 5% level; SEM: Standard Error on the Mean; P: significance level; ( ) : effective; ?: male; ?: female; ??: male and female combined.
 

Comparative effect of fertilization levels on ingested Moringa oleifera at 6 months between male and female

Food intake was not significantly different (P> 0.05) in animals of both sexes for R0, R200 and R250 diets (Figure 1). In contrast, males significantly (P <0.05) better ingested DM, OM, CP and CF for R50, R100 and R150 diets. This could be explained among other things by the fact that, in general, in adulthood, males have a high weight compared to that of females and are therefore more vigorous. They may therefore be able to eat better because the food intake is very often correlated with the weight of the animal. According to many authors, males ingest better than females in guinea pigs [19,26,27]. The best DM intake recorded in males in this study (30.93g.DM/animal/d) is greater than the 21.32g.DM/animal/d observed by in guinea pigs males supplemented with cotton cake but lower than the values (58.12 g.DM/animal/d) obtained by supplementing with Tithoniadiversifolia in guinea pigs of the same sex fed P. purpureum. These differences would be related to the composition of the experimental foods used [26,29].
 
Figure 1: Comparative Effect of Fertilization Levels on Ingested Moringa oleifera at 6 Months between Male and Female.
a, b: Bars with the same letters for the same ration are not significantly different at the 5% level; DM: Dry matter; OM: Organic matter; CP: Crude protein; CF: Crude fiber.
 

Effect of fertilization level on digestibility of Moringa oleifera nutrients cutting at 6 months in guinea pigs

The fertilization of Moringa oleifera with chicken droppings had no effect (p> 0.05) on the digestibility of dry matter, organic matter, crude protein and crude fiber both at males, females than for all sexes combined regardless of ration (Table 4 and Table 5).
 

Fertilization Level (kg N/ha)

Chemical Composition (%DM)

DM

OM

Ash

CP

CF

Fat

NFE

Sugar

0

87.44b

70.11b

6.36a

16.67a

26.08a

5.01c

33.29d

28.33c

50

87.97b

70.52b

6.87bc

21.63b

31.00a

2.56b

25.89c

27.72c

100

87.43b

69.40b

7.05bc

25.40c

25.57a

1.09a

28.30c

26.83c

150

87.85b

70.45b

6.74ab

29.11d

28.94a

2.39b

20.66b

24.92b

200

87.51b

69.30b

7.29c

32.99e

29.30a

1.11a

16.75b

22.56a

250

83.28a

61.31a

8.33d

32.69e

29.65a

1.77ab

10.83a

20.95a

SEM

0.404

0.8

0.157

1.44

0.673

0.333

1.88

0.684

p

0

0

0

0

0.106

0

0

0

Table 4: Effect of fertilization level on the chemical composition of the whole Moringa oleifera plant mown at 6 months.
a, b, c, d, e: Mean with the same letters on the same column are not significantly different at the 5% level; SEM: Standard Error of the Mean; P: significance level; DM: dry matter; OM: organic matter; CP: crude protein; CF: crude fiber; ENA: Extractive non-nitrogenous.
 

Digestibility (%)

Diets

SEM

p

R0

R50

R100

R150

R200

R250

 

 

 

?

90.55a

87.51a

83.49a

82.35a

84.47a

88.81a

0.97

0.06

DM

?

88.75a

90.69a

91.49a

91.70a

86.84a

92.03a

0.64

0.1

??

89.65a

89.10a

87.49a

87.02a

85.65a

90.42a

0.8

0.08

OM

?

90.37a

87.29a

84.25a

83.34a

86.10a

90.65a

0.91

0.06

?

88.35a

90.65a

91.94a

92.85a

88.04a

93.28a

0.7

0.09

??

89.36a

88.97a

88.09a

88.09a

87.07a

91.96a

0.8

0.08

CP

?

93.22a

91.25a

88.30a

86.93a

87.97a

92.39a

0.79

0.06

?

91.84a

94.45a

94.54a

92.95a

90.90a

94.08a

0.54

0.26

??

92.53a

92.85a

91.42a

89.94a

89.43a

93.23a

0.66

0.16

CF

?

91.73a

88.82a

86.53a

86.36a

89.73a

91.76a

0.74

0.09

?

97.30a

98.33a

97.88a

97.85a

96.52a

97.96a

0.19

0.06

??

94.51a

93.57a

92.20a

92.10a

93.12a

94.86a

0.46

0.07

 

Table 5: Digestibility of nutrients in guinea pigs fed on M. oleifera cutting at 6 months.
a, b: Averages with the same letters on the same line are not significantly different at the 5% level; SEM: Standard Error of Mean; P: significance level; R: Rations; DM: Dry matter; OM: Organic matter; CP: Crude protein; CF: Crude fiber.

comparative effect of fertility levels on Moringa Oleifera digestibility cutting at 6 months between male and female

Females had significantly (P <0.05) better digested than males DM, OM, CP and CF with R100 and R150 diets (Figure 2). Similarly, the female digestibility of CF was significantly (P <0.05) higher than the males for the R0, R50, R200 and R250 diets. These results are contradictory to those observed by [27,28]. This can be explained by the fact that digestive use is more affected by food than by sex. In fact, according to [30], food itself is the factor that has the most net influence on digestibility. Digestibility will therefore be affected by the structure and physical state of the ration, that mean the form in which the food is presented to the animal. These factors condition the action of the microbial flora and digestive juices. The rations used in this test were in the form of granules, which favored both ingestion and digestive use.
 
Figure 2: Comparative digestibility of DM, OM, CP, and CF between males and females fed Moringa oleiferacutting at 6 months based on dietary diets.
a, b: Bars with the same letters for the same ration are not significantly different at the 5% level; Di: Digestibility; DM: Dry matter; OM: Organic matter; CP: Crude protein; CF: Crude fiber 

CONCLUSION

At the end of this study, it appears that nitrogen fertilization influenced the chemical composition of M. oleifera. Fertilization increased with protein content, however, the dry matter, organic matter, NFE and sugar content decreased with the level of fertilization. Fertilization did not affect the intake and the digestibility index of the nutrients. The same thing was observed with the sex.

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Citation: Mouchili M, Tendonkeng F, Miégoué E, Nguefack N, Toko JRL (2019) Effect of Fertilization Level on Chemical Composition, intake and Digestibility in vivo of Moringa oleifera Cutting at 6 Months in Guinea Pig. J Agron Agri Sci 2: 007.

Copyright: © 2019  Mama Mouchili, et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.


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