Sedimentary Dynamics of the Sands of the Cover Formation in the Batéké Plateaus (Republic of Congo): Paleoenvironmental Implications

Abstract

The depositional environment of the sands of the cover formation is discussed. This study aims to determine the paleoenvironments of deposition of the sands of the cover formation in the Batéké Plateaus by studying sedimentary dynamics based on the description of lithological facies in the field and granulometric analyses in the laboratory. In the field, six (6) lithostratigraphic logs were surveyed and 42 sand samples were taken for laboratory analysis. In the laboratory, the samples underwent granulometric, sieving and sedimentometry analyses, after washing with running water using a 63 µm sieve. These analyses made it possible to determine the granulometric classes of the samples. The sieving results allowed to determine the granulometric parameters (mean, standard deviation, mode, median, skewness, flattening or kurtosis) using the method of moments with the software “Gradistat V.8”, granulometric parameters with which the granulometric facies, the mode of transport and the deposition environment were determined using the diagrams. Morphoscopy made it possible to determine the form and aspect of the surface of the quartz grains constituting these sands. Granulometric analyses show that these silty-clay or clayey-silty sands are fine sands and rarely medium sands, moderately to well sorted and rarely well sorted. The dominant granulometric facies is hyperbolic (sigmoid), with parabolic facies being rare. The primary mode of transport of these sands is saltation, which dominates rolling. The dispersion of points in the diagrams shows that these sands originate from two depositional environments: aeolian and fluvial. Morphoscopic analysis reveals the presence of clean rounded matt grains (RM), dirty rounded matt grains (RS), shiny blunt grains (EL) and shiny rounded grains (RL). The rounded matt grains exhibit several impact marks. The presence of dirty rounded grains with a ferruginous cement on their surface indicates that these sands have been reworked. These sands have undergone two types of transport, first by wind (aeolian environment) and then by water (fluvial environment).

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Judicaël, O., Nogelvi, N. N. J. and Hilaire, E. (2024) Sedimentary Dynamics of the Sands of the Cover Formation in the Batéké Plateaus (Republic of Congo): Paleoenvironmental Implications. Journal of Geoscience and Environment Protection, 12, 321-346. doi: 10.4236/gep.2024.1210018.

1. Introduction

The cover formation consists of ochre sands that overlie a large part of the ancient geological formations in the Republic of Congo. It spans a significant portion of the west-Central Africa region, referred to as the Atlantic (including Gabon, the Democratic Republic of Congo, Cameroon, the Central African Republic, and the Republic of Congo) (Segalen, 1969) and Linol (2012). This formation has been the subject of several studies. In the Batéké Plateaux, the works of (Cosson, 1955; Le Maréchal, 1966; Dadet, 1969; Desthieux et al., 1993) suggest that this formation corresponds to the lithological level Ba2, the ultimate stage of the Batéké Plateaus series. The aspects concerning the paleoenvironmental interpretation of the cover formation are controversial in the Central Atlantic African sub-region. In Gabon, the work of (Thiéblemont, 2013) attributes a wind origin to this training and determined a Holocene age, from 3000 to 2000 years B.P., and determined a Holocene age, from 3000 to 2000 years B.P., 14carbon dating of coals. This age is contemporary with the arid climate phase experienced by the Congo basin. In Congo, (Cosson, 1955; Le Maréchal, 1966; Dadet, 1969; Desthieux et al., 1993; Bauer et al., 2015; Callec et al., 2015; Miyouna et al., 2016; Miyouna et al., 2019) support the aeolian origin of these formations, whereas Ngakosso Ngolo et al. (2021) concluded a fluvial origin in the Chaillu Massif sector. In the Democratic Republic of Congo, the works of Cahen et al. (1946); Cahen and Lepersonne (1952); and Cahen (1954) equate the cover formation with the Kalahari of Southern Africa. In the Batéké Plateaus, only Le Maréchal (1966) suggested a dual shaping, first aeolian and then aqueous, for the cover formation sands based on morphoscopic study. Additionally, De Ploey et al. (1968) in the Democratic Republic of Congo assert that the deposits of ochre sands can be linked to both aeolian and alluvial processes, and Lepersonne (1978) favors a fluvial environment for the deposition of ochre sands. According to Guillocheau et al. (2015), the questions of the age and paleoenvironmental context of the ochre sands remain unresolved, and the age and origin found in Gabon by Thiéblemont (2013) should be considered for this region due to multiple observations that challenge the generalization of these conclusions. This study contributes to the understanding of the depositional paleoenvironments of the cover formation in the Batéké Plateaus. This study aims to determine the paleoenvironments to deposit the coverage formation in the Batéké plateaus by lithological descriptions, granulometric analyzes (sieving and sedimentometry) allowing the determination of the granulometric parameters from which the transport dynamics are determined, and by the microscopic observations.

2. Material and Methods

2.1. Study Area

The Batéké Plateaus are a geomorphological unit located between the 2nd and 4th degrees of South latitude, north of Brazzaville, and occupy the central part of the country (Congo).

The unit consists of four plateaus: the Koukouya Plateau, the Djambala Plateau, the Ngo-Nsa Plateau, and the Mbé Plateau (Figure 1). The various plateaus are separated by very deep incisions occupied by rivers flowing NE-SW. The Batéké Plateaus cover approximately 13,000 km2, with the Mbé Plateau being the largest at 7500 km2. The whole structure exhibits a slight NW-SE dip (Cosson, 1955; Le Maréchal, 1966; Dadet, 1969). The cover formation (formerly called Ba2), formed of ochre sands, is the ultimate term of Batéké plateaus. Thus, these sands are the material for our present study.

Figure 1. Map of the study area and location of sampling sites (Bauer et al., 2015; Callec et al., 2015).

2.2. Methodology

To this end, six (06) lithological logs were created, and forty-two (42) samples were collected for laboratory analysis. Granulometric analysis was conducted through sieving and sedimentometry. This analysis determines the different granulometric classes contained in the collected samples. The procedure involved weighing 200 g of the sample, washing it with running water using a 0.63 µm sieve, and then drying it in an oven. The fine fraction, less than 0.63 µm, was used for sedimentometric study using the hydrometer method. For the coarse fraction, 100 g of sand was poured onto the top of a column of 6 sieves, following the Udden-Wentworth (US Standard) progression, where each main class corresponds to a diameter that is double or half of the neighboring class, with the base class being 2 mm. The column is placed on a sieve that will vibrate it at a known frequency, for a time of 10 minutes at 50 vibrations (Fournier et al., 2012). The reject of each sieve is then poured into a capsule to be weighed. The percentage of each particle size class and the cumulative numbers are determined using Excel. The particle size distribution parameters are determined by the software “Gradistat V.8” (Blott & Pye, 2001), using the method of moments recommended nowadays by Mercier (2013) and the method of Folk and Ward (1957).

The results of the sedimentometry allowed for the plotting of textural ternary diagram SSA (Sand - Silt - Clay) according to the model of Assale and Aka (2019), and those of the coarse granulometric allowed for the plotting of the cumulative curves, with the main facies determined using Tricart method (Tricart, 1965). The mode of transport is determined by the CM diagram of Passega (1957) and the deposition environments by the dispersion diagrams of Friedman (1967) and Moiola and Weiser (1968).

The morphoscopic study was conducted with the 250 µm fraction using a binocular loupe, according to Pettijohn method (Pettijohn, 1975) in Chamley and Deconinck (2011), based on grain shape, and Cailleux method (Cailleux, 1947), and based on the aspect or texture of quartz grains.

3. Results

3.1. Logs Description

The macroscopic description of the lithofacies was supplemented by sedimentometric results and some granulometric parameters.

3.1.1. Mandiélé Site

The macroscopic description of the lithological log at the Mandiélé site shows fine silty sands 1 cm thick, fine silty-clayey sands about 8 cm thick, topped by a level of fine clayey-silty sands 1.5 cm thick (Figure 2).

3.1.2. Inoni Site

The log of the Inoni quarry shows fine clayey-silty sands about 4.5 cm thick resting on a layer of fine bedded sands, separated by a discontinuous and sinuous stone line (Figure 3).

Figure 2. Lithological log of the Mandiélé site.

3.1.3. Léfini Site

The macroscopic description of the section of the Léfini quarry reveals fine sands, a stone line intercalated between these sandy layers, and a layer of ochre yellow fine sands over a layer of clayey-silty sands (Figure 4).

3.1.4. Ontsouankié Site

The outcrop at the Ontsouankié quarry shows an alternation of fine sands, silty-clayey, and clayey-silty sands, with a stone line about 2 m thick separating the sandy facies, which rests on weathered sandstones (Figure 5).

3.1.5. Lampama Site

The description of the log from the Lampama site shows medium-sized, ochre to brown, homogeneous sands (Figure 6).

3.1.6. Mpouya II Site

The macroscopic description of the outcrop at the Mpouya II site shows silty-clayey sands separating two layers of clayey-silty sands. The entire unit rests on a stone line (Figure 7).

Figure 3. Lithological log of the Inoni site.

3.2. Textural Analysis

After sieving and sedimentometry, the results obtained made it possible to represent the ternary diagram of the different particle size fractions using the Sigmaplot 12.0 software, according to the models of Assale and Aka (2019).

The different particle size classes present in the samples sands, silts and clays. Sand is the major component with approximately 75.73% and 24.27% for the matrix, (with 12.90% of silts and 11.37% of clays). The analysis of the different particle size fractions on the 42 samples gives 30.95% of sands sensu stricto, 2.38% of silty sands, 33.33% of silty-clayey sands and 33.33% of clayey-silty sands. Their representation indicates 66.67% of sands and 33.33% for silts and clays, in the SSA diagram, “Sand”, “Silt” and “Clay” (Figure 8).

Figure 4. Lithological log of the Léfini site.

3.3. Granulometric Parameters

The granulometric parameters of the coverage of the coverage by study site are summarized by histograms (Figure 9) and in detail, see the table in the appendix.

The sands of the Batéké Plateaus exhibit two size types: fine sands with mean values ranging from 2 Φ < Mz < 3 Φ, and medium sands with mean values between 1 Φ < Mz < 2 Φ. Fine sands are predominant (35 samples), while medium sands (05 samples) are rare and only found in Lampama (Plateau Koukouya).

Figure 5. Lithological log of the Ontsouankié site.

Three grading types are defined for the sands of the cover formation in the Batéké Plateaus: well graded (0.35 < σф < 0.50), fairly well-graded (0.50 < σф < 0.70), and moderately graded (0.70 < σф < 1.00). Fairly well-graded (18 samples) and moderately graded sands (17 samples) are predominant than well graded sands (07 samples).

The sands of the cover formation in the Batéké Plateaus exhibit three types of asymmetries:

- symmetrical (−0.43 < Skф < +0.43): the curve is normal, with fine and coarse particles symmetrically graded on either side of the mean.

Figure 6. Lithological log of the Lampama site.

- asymmetrical towards coarse particles (−0.43 < Skф < −1.30): the coarse fraction is predominant and better graded.

- highly asymmetrical towards coarse particles (Skф < −1.30): the coarse fraction is highly predominant and better graded.

These sands are largely symmetrical (28 samples), and asymmetrical towards coarse particles (13 samples) and very rarely very asymmetrical towards the coarse particles, and they are unimodale with two values, 2.5 ф (36 samples) and 1.5 ф (06 samples).

The frequency curves of the sands (Figure 10) of the cover formation have four types of flattening according to the kurtosis values, they are platykurtic (extended curves), mesokurtic (normal curves), leptokurtic (pointed curves) and very leptokurtic (very pointed curves). The frequency curves in order of importance are mesokurtic (21 samples), leptokurtic (17 samples), very leptokurtic (03 samples) and platikurtic (01 sample).

Figure 7. Lithological log of the Mpouya II site.

3.4. Granulometric Facies

The sands of the cover formation in the Batéké Plateaus have two types of granulometric facies: The hyperbolic facies or sigmoid facies (S shaped with a regular slope) present in five out of six sites, and the parabolic facies for the Mpouya II sands (Figure 11).

Figure 8. Ternary textural diagram SSA (Sand-Silt-Clay) of the sands of the Plateaus.

3.5. Mode of Transport of the Sands

The Passega diagram shows that almost all sands in the Batéké Plateaus occupy the RQ and QP segments (Figure 12). Thus, these sands are transported by saltation (RQ) and saltation and rolling (QP) (Passega, 1957).

3.6. Depositional Environment

The depositional environment of the sands of the cover formation is determined by the dispersion of points using the Friedman (1967) Sk-So diagram (Figure 13) and the Moiola and Weisser (1968) Sk-Md diagram (Figure 14).

The dispersion of points on the Friedman (1967) Sk-So diagrams (Figure 13) and the discrimination on the Moiola and Weisser (1968) Sk-Md diagram (Figure 14) allowed the determination of two types of depositional environments for the cover formation sands in the Batéké Plateaus: a dune environment (aeolian dune) and a fluvial environment.

Figure 9. Granulometric parameters of the sands of the cover formation by study site.

3.7. Morphoscopy

The morphoscopic study of quartz grains reveals that most grains are rounded with high sphericity. Regarding the surface aspect of quartz grains, results show that most grains are round, matt, and clean. These grains exhibit several impact marks. The presence of many broken quartz grains is noted. Of the 1050 grains analyzed, 46.10% are round, matt, and clean (RM); 28.60% are round, matt, and dirty (RS); 12.87% are shiny blunted (EL); and 12.47% are shiny, round (RL). Dirty, round, matt grains have a ferruginous cement on their surface. Round, matt grains (both clean and dirty) show several impact marks on their surface and are larger than the shiny blunted ones, which are sub-rounded (Figure 15).

Figure 10. Different frequency curves of cover formation sands: (a): Mandiélé; (b): Inoni; (c): Léfini; (d): Ontsouankié; (e): Lampama; (f): Mpouya II.

Figure 11. (a)-(d) Cumulative curves of the cover formation sands: (a): Mandiélé; (b): Inoni; (c): Léfini; (d): Ontsouankié. (e)-(f) Cumulative curves of the cover formation sands: (e): Lampama; (f): Mpouya II.

Figure 12. C/M diagram of Passega (1957) for the cover formation sands in the Batéké Plateaus.

Figure 13. Dispersion of the sands of the cover formation in the Batéké Plateaus on the Friedman (1967) Sk-So diagram.

Figure 14. Discrimination of sands on the Sk-Md diagram by Moiola and Weisser (1968).

Figure 15. Different shapes and textures of quartz grains in sands. (a) Clean, matt rounded grains (RM); (b) Shiny blunt grains (EL); (c) Shiny rounded grains (RL); (d) Dirty matt rounded grains (RS).

4. Discussion

The lithological analysis of the sands from the cover formation in the Batéké Plateaus shows a succession of elementary sequences consisting of fine sands, rarely medium-sized (Lampama), sometimes silty in certain areas (Mandiélé, Ontsouankié, Mpouya II), or fine sands that are occasionally clayey, intercalated with a polygenic stone line. Such a succession indicates, according to Cojan and Maurice (2013) and Chamley and Deconinck (2011), a fluvial-type sedimentation. Gravelly layers correspond to flood events, while fine silty and occasionally clayey layers, and represent sedimentation by settling during low flow periods. The highly variable thickness of the elementary sequences suggests that the floods had varying durations and intensities.

The results of the grain size (sieving and sedimentometry) give approximately 75.73% and 24.27% for the mud, 12.90% silts and 11.37%. They are comparable to those Le Maréchal (1966) for which the fine fraction (silts and clays) is less than 20%, white it is around 24.27%. This slight difference can be explained by increase in the content of clays following the polyphasic alteration affecting these materials (Bauer et al., 2015; Callec et al., 2015).

The particle size parameters vary depending on the study site, within the same log and from one plateau to another. The sands of the cover formation in the Batéké Plateaus are predominantly fine and sometimes medium (Lampama site). This evolution of the size is from the Lampama site located on the highest Koukouya Plateau, because all the plateaus are inclined slightly NW-SE, is consistent with the assertions of Chamley and Deconinck (2011) on the evolution of the granulometric parameters for the samples of a series or of the same sedimentary level which says that “the elements transported by a watercourse, the size decreases and the better the gradind”. These sands are fairly well classified, moderately classified and poorly classified. The grading of these sands does not obey the assertions of Chamley and Deconinck. This variable behavior of the average suggests a sedimentation in several phases. These sands are mostly symmetrical and asymmetrical towards the coarse particles. These sands are unimodal.

These granulometric parameters vary from one site to another in a regular manner. Such an evolution of the granulometric parameters favors, according to Chamley and Deconinck (2011) and Cojan and Renard (2013), a mixture of allochthonous sediments with the autochthonous sediments which would be deposited in a calm environment.

With kurtosis values (Kф < 3), the flattening indicates the presence of distribution tails, that’s to say the excess of fines or coarses. Such a distribution was interpreted by Mercier (2013) as characteristic of a deposit that took place in several phases. This characteristic is observable on all the study sites of these sands.

The cumulative curves of the sands from the sites studied have a sigmoidal (hyperbolic) shape, which defines a homogeneous sedimentary stock (Tricart, 1965). This shape also indicates sedimentation resulting from a variation in the competence of the transport current, indicating a progressive reduction in the energy of the transport agent (Tricart, 1965; Rivière, 1977; Saaidi, 1991). The predominance of fine silty sands and sometimes clayey sands also justifies the hyperbolic shape of the cumulative curves. Indeed, this shape characterizes facies justifying sedimentation by settling (Fournier et al., 2012). The parabolic shape of certain cumulative curves at the Mpouya II site characterizes sediments where the proportion increases exponentially with size, corresponding to deposition conditions in a relatively fast current. Coarse particles are excessively suspended and deposit in greater abundance (Fournier et al., 2012); this is confirmed by the predominance of the coarse fraction in these deposits. According to Atoui and Brahim (2009), the parabolic facies indicates a heterogeneity of the sandy stock corresponding to sedimentation by excess load.

These results are comparable to those of Le Maréchal (1966) and Miyouna et al. (2019), but there are some differences. Le Maréchal (1966) only found fine and well-sorted sands, while we obtained fine sands with coarse sand layers that appear rudimentary; the latter are fairly to moderately sorted. The cumulative curves are mostly sigmoid, dominating over those of the parabolic facies. However, Le Maréchal (1966) did not find the hyperbolic facies. This may be explained by the very small number of samples analyzed by this author. As for Miyouna et al. (2019), the cumulative curves of the sands from the southern part of Brazzaville show the same shape. Furthermore, the shape of the cumulative curves is comparable to those obtained by Ngakosso Ngolo et al. (2021) for the superficial formations in Chaillu (Mossendjo sector).

The primary mode of transport is saltation (segment QR), while rolling (segment QP) concerns only a small amount of sediments (Figure 12). According to Hajek et al. (2010), rolling transport pertains to sediments with a high mode and positive skewness. This is the case for the sands of Lampama and some sandy fractions of Léfini, which exhibit these characteristics.

The dispersion of points on the Sk-So diagrams of Friedman (1967) (Figure 13) and Sk-Md of Moiola and Weiser (1968) (Figure 14) shows that these sands have two types of paleoenvironmental deposition: aeolian and fluvial.

The morphoscopic study reveals four types of grains: clean matte rounds (RM), dirty matte rounds (RS), shiny blunt (EL) and shiny rounds (RL). The matte round grains show several marks of shock, which characterize an aeolian transport (Richot & Cailleux, 1971). The shiny blunt grains mark an aqueous transport. These results are comparable with those of Le Maréchal (1966). The dirty matt round grains (RS) wear ferruginous cement on their surface, sometimes coated on certain shiny blunt grains. This suggests that these sands have been redesigned (Guilcher, 1945; Ritchot & Cailleux, 1971; Girolimetto, 1982). The shiny blunt grains characterize a wet phase of the evolution of sediment. These results show that these sands have undergone transport in two phases, the first wind phase and the second aqueous. This result is close to those obtained by Ngakosso Ngolo (2022) on the superficial formations of the Congolese bowl in the Republic of Congo. Thus, these sands are deposited in two paleoenvironments, aeolian environment and fluvial environment.

5. Conclusion

The study of the sedimentary dynamics of the sands of the cover formation in the Batéké Plateaus, based on a descriptive study of lithofacies in the field and granulometric analyses in the laboratory, shows that this formation is structured by a succession of elementary sequences of fine sands, rarely medium, sometimes silty in certain areas, or by fine sands with occasional clay intercalated by a polygenic stone-line. These sands are fairly well sorted to moderately sorted and poorly sorted. They are symmetrical and this asymmetry tends towards coarse grain. The cumulative curves are sigmoidal or S-shaped, and there are few parabolic curves. The primary mode of transport for these sands is saltation, while few sediments are transported by rolling. The dispersion of a number of parameters using Sk-So and Sk-Md diagrams enabled us to determine two depositional palaeoenvironments, aeolian and fluvial. The Morphoscopy of the quartz grains in these sands reveals rounded matt grains (both clean and dirty) transported by the wind, shiny grains (blunt and rounded) typical of aqueous transport, and many broken grains, indicating a complex transport process by the wind and then by water. This study shows that the sands of the cover formation in the Batéké Plateaus are not exclusively of eolian origin, as suggested by previous studies.

Although this study shows that the deposit was done in two paleoenvironments, it would be even better if we managed to date this training to better understand and timed the sediment deposit phases, wind and fluviatile, in evolution paleoclimatic of the Congo basin. The Holocene age, 3.000 - 2.500 B.P., determined in Gabon, corresponding to the arid climate period would be marked at least with a wet episode well circumscribed in time.

Appendix

Table A1. Granulometric parameters of cover formation sand in the Batéké plateaus.

Sample number

Granumometric indices

METHOD OF MOMENTS

Description

Arithmetic (mm)

Logarithmic (ф)

Mand 1

Mean

230.6

2.910

Fine sand

Sorting

91.68

0.484

Well graded

Skewness

1.958

−0.838

Symmetrical

Kurtosis

8.66

3.972

Leptokurtic

Mand 2

Mean

214.4

2.398

Fine sand

Sorting

85.42

0.497

Well graded

Skewness

2.100

−0.460

Asymmetrical towards the coarse

Kurtosis

10.08

4.562

Leptokurtic

Mand 3

Mean

215.2

2.386

Fine sand

Sorting

83.55

0.474

Well graded

Skewness

2.238

−0.626

Asymmetrical towards the coarse

Kurtosis

10.82

4.935

Leptokurtic

Mand 4

Mean

213.4

2.405

Fine sand

Sorting

85.45

0.501

Fairly well graded

Skewness

2.103

−0.427

Asymmetrical towards the coarse

Kurtosis

10.17

4.536

Leptokurtic

Mand 5

Mean

208.0

2.455

Fine sand

Sorting

87.43

0.540

Fairly well graded

Skewness

1.988

−0.233

Symmetrical

Kurtosis

9.769

4.020

Leptokurtic

Mand 6

Mean

214.4

2.394

Fine sand

Sorting

84.18

0.484

Well graded

Skewness

2.190

−0.541

Asymmetrical towards the coarse

Kurtosis

10.61

4.795

Leptokurtic

Mand 7

Mean

207.5

2.450

Fine sand

Sorting

84.79

0.517

Fairly well graded

Skewness

2.157

−0.297

Symmetrical

Kurtosis

10.90

4.438

Leptokurtic

Mand 8

Mean

213.6

2.413

Fine sand

Sorting

89.04

0.526

Fairly well graded

Skewness

2.070

−0.354

Symmetrical

Kurtosis

10.04

4.253

Leptokurtic

Mand 9

Mean

207.2

2.459

Fine sand

Sorting

86.61

0.535

Fairly well graded

Skewness

2.042

−0.241

Symmetrical

Kurtosis

10.16

4.117

Leptokurtic

Mand 10

Mean

207.4

2.463

Fine sand

Sorting

88.35

0.551

Fairly well graded

Skewness

1.940

−0.208

Symmetrical

Kurtosis

9.485

3.868

Leptokurtic

Mand 11

Mean

202.6

2.515

Fine sand

Sorting

93.05

0.597

Fairly well graded

Skewness

1.918

−0.186

Symmetrical

Kurtosis

9.417

3.381

Mesokurtic

Inoni 1

Mean

216.9

2.350

Fine sand

Sorting

71.05

0.396

Well graded

Skewness

1.675

−1.220

Asymmetrical towards the coarse

Kurtosis

4.188

4.552

Leptokurtic

Inoni 2

Mean

236.1

2.257

Fine sand

Sorting

87.11

0.497

Well graded

Skewness

0.857

−0.395

Symmetrical

Kurtosis

2.072

2.737

Mesokurtic

Inoni 3

Mean

216.6

2.377

Fine sand

Sorting

89.81

0.464

Well graded

Skewness

2.963

−1.085

Asymmetrical towards the coarse

Kurtosis

15.28

6.250

Leptokurtic

Inoni 4

Mean

266.3

2.161

Fine sand

Sorting

176.1

0.743

Moderately graded

Skewness

3.410

−0.652

Asymmetrical towards the coarse

Kurtosis

21.46

3.982

Leptokurtic

Inoni 5

Mean

262.7

2.189

Fine sand

Sorting

136.6

0.712

Moderately graded

Skewness

1.459

−0.042

Symmetrical

Kurtosis

6.030

2.692

Mesokurtic

Inoni 5

Mean

262.7

2.189

Fine sand

Sorting

136.6

0.712

Moderately graded

Skewness

1.459

−0.042

Symmetrical

Kurtosis

6.030

2.692

Mesokurtic

Inoni 6

Mean

255.8

2.232

Fine sand

Sorting

133.7

0.722

Moderately graded

Skewness

1.423

−0.018

Symmetrical

Kurtosis

6.026

2.596

Mesokurtic

Inoni 7

Mean

269.4

2.162

Fine sand

Sorting

145.2

0.728

Moderately graded

Skewness

1.504

−0.094

Symmetrical

Kurtosis

5.830

2.719

Mesokurtic

Léfini 1

Mean

269.5

2.163

Fine sand

Sorting

133.3

0.760

Moderately graded

Skewness

0.900

0.318

Symmetrical

Kurtosis

4.737

2.274

Platykurtic

Léfini 2

Mean

233.8

2.311

Fine sand

Sorting

106.5

0.602

Fairly well graded

Skewness

1.598

−0.201

Symmetrical

Kurtosis

7.193

3.174

Mesokurtic

Léfini 3

Mean

233.6

2.303

Fine sand

Sorting

110.2

0.649

Fairly well graded

Skewness

1.397

−0.272

Symmetrical

Kurtosis

6.482

3.377

Mesokurtic

Léfini 4

Mean

241.9

2.309

Fine sand

Sorting

124.1

0.719

Moderately graded

Skewness

1.318

0.003

Symmetrical

Kurtosis

5.877

2.456

Platykurtic

Léfini 5

Mean

246.7

2.264

Fine sand

Sorting

122.3

0.677

Fairly well graded

Skewness

1.462

−0.064

Symmetrical

Kurtosis

6.436

2.752

Mesokurtic

Léfini 6

Mean

248.3

2.266

Fine sand

Sorting

126.3

0.704

Moderately graded

Skewness

1.404

−0.021

Symmetrical

Kurtosis

6.151

2.611

Mesokurtic

Lampama 1

Mean

336.5

1.863

Medium sand

Sorting (σф):

179.9

0.794

Moderately graded

Skewness

1.026

0.262

Symmetrical

Kurtosis

3.656

2.663

Mesokurtic

Lampama 2

Mean

336.8

1.856

Medium sand

Sorting

177.7

0.784

Moderately graded

Skewness

1.032

0.276

Symmetrical

Kurtosis

3.727

2.707

Mesokurtic

Lampama 3

Mean

364.9

1.729

Medium sand

Sorting

185.1

0.765

Moderately graded

Skewness

0.911

0.355

Symmetrical

Kurtosis

3.235

2.895

Mesokurtic

Lampama 4

Mean

365.8

1.723

Medium sand

Sorting

185.2

0.757

Moderately graded

Skewness

0.921

0.317

Symmetrical

Kurtosis

3.220

2.871

Mesokurtic

Lampama 5

Mean

342.4

1.837

Medium sand

Sorting

181.7

0.796

Moderately graded

Skewness

0.988

0.303

Symmetrical

Kurtosis

3.541

2.699

Mesokurtic

Ontsoua 1

Mean

224.5

2.328

Fine sand

Sorting

113.0

0.665

Fairly well graded

Skewness

1.831

−0.704

Asymmetrical towards the coarse

Kurtosis

8.590

4.439

Leptokurtic

Ontsoua 2

Mean

232.1

2.366

Fine sand

Sorting

125.9

0.694

Fairly well graded

Skewness

1.870

−0.272

Symmetrical

Kurtosis

7.844

3.016

Mesokurtic

Ontsoua 3

Mean

235.5

2.346

Fine sand

Sorting

126.8

0.699

Moderately graded

Skewness

1.774

−0.225

Symmetrical

Kurtosis

7.433

2.906

Mesokurtic

Ontsoua 4

Mean

238.9

2.355

Fine sand

Sorting

139.3

0.755

Moderately graded

Skewness

1.747

−0.250

Symmetrical

Kurtosis

6.857

2.700

Mesokurtic

Ontsoua 5

Mean

245.1

2.294

Fine sand

Sorting

134.6

0.710

Moderately graded

Skewness

1.758

−0.241

Symmetrical

Kurtosis

7.039

2.917

Mesokurtic

Ontsoua 6

Mean

245.2

2.292

Fine sand

Sorting

134.8

0.706

Moderately graded

Skewness

1.794

−0.267

Symmetrical

Kurtosis

7.142

2.980

Mesokurtic

Ontsua 7

Mean

241.9

2.348

Fine sand

Sorting

142.0

0.782

Moderately graded

Skewness

1.595

−0.176

Symmetrical

Kurtosis

6.271

2.459

Platykurtic

Mpouya II 1

Mean

196.0

2.510

Fine sand

Sorting

173.4

0.773

Fairly well graded

Skewness

5.818

−1.674

Asymmetrical towards the coarse

Kurtosis

42.78

7.464

Très leptokurtic

Mpouya II 2

Mean

169.2

2.703

Fine sand

Sorting

85.39

0.683

Fairly well graded

Skewness

2.671

−1.129

Asymmetrical towards the coarse

Kurtosis

17.45

6.091

Leptokurtic

Mpouya II 3

Mean

160.8

2.870

Fine sand

Sorting

85.37

0.625

Fairly well graded

Skewness

2.779

−0.638

Asymmetrical towards the coarse

Kurtosis

16.43

3.188

Mesokurtic

Mpouya II 4

Mean

169.7

2.847

Fine sand

Sorting

132.1

0.688

Fairly well graded

Skewness

6.029

−1.125

Asymmetrical towards the coarse

Kurtosis

55.10

5.387

Leptokurtic

Mpouya II 5

Mean

174.4

2.753

Fine sand

Sorting

92.31

0.631

Fairly well graded

Skewness

2.778

−0.493

Asymmetrical towards the coarse

Kurtosis

15.71

3.386

Mesokurtic

Mpouya II 6

Mean

184.5

2.696

Fine sand

Sorting

129.5

0.646

Fairly well graded

Skewness

6.159

−0.874

Asymmetrical towards the coarse

Kurtosis

57.30

5.794

Leptokurtic

Conflicts of Interest

The authors declare no conflicts of interest regarding the publication of this paper.

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