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Teles, V. C., Roldi, M., Luz, S. M., dos Santos, W. R., Andreani, L., and Valadares, L. F. (2021). "Obtaining plasticized starch and microfibrillated cellulose from oil palm empty fruit bunches: Preparation and properties of the pure materials and their composites," BioResources 16(2), 3746-3759.

Abstract

Starch and celluloses are biodegradable resources of great importance in terms of marketing. These biopolymers can be used to generate films with interesting mechanical, optical, and thermal properties, which can substitute for plastic films in certain applications, e.g., packaging materials. This study describes the preparation of pure plasticized starch films, prepared from soluble starch and glycerol, and the preparation of microfibrillated cellulose films from oil palm empty fruit bunches fabricated via casting. Composites made of plasticized starch were also prepared with microfibrillated cellulose added in 10% increments. The density, color difference, opacity, morphology, water activity, water affinity, and thermal and mechanical characteristics of the films were investigated. Plasticized starch is a translucent material with contact transparency; it is fragile and has relatively high water and glycerol contents. The thermogravimetric analysis of materials displayed up to four stages of weight loss related to water evaporation, glycerol, starch, and cellulose thermal degradation. As a consequence, the materials with higher cellulose content exhibited better thermal resistance. The composites with 90% of microfibrillated cellulose resulted in increased tensile strength when compared to the pure materials. The pure microfibrillated cellulose presented the highest values of Young modulus. The addition of plasticized starch to microfibrillated cellulose improved the maximum strain of the composites.


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Obtaining Plasticized Starch and Microfibrillated Cellulose from Oil Palm Empty Fruit Bunches: Preparation and Properties of the Pure Materials and Their Composites

Valérya C. Teles,a Mariana Roldi,b Sandra M. Luz,b Wellington R. Santos,a Larissa Andreani,a and Leonardo. F. Valadares a,*

Starch and celluloses are biodegradable resources of great importance in terms of marketing. These biopolymers can be used to generate films with interesting mechanical, optical, and thermal properties, which can substitute for plastic films in certain applications, e.g., packaging materials. This study describes the preparation of pure plasticized starch films, prepared from soluble starch and glycerol, and the preparation of microfibrillated cellulose films from oil palm empty fruit bunches fabricated via casting. Composites made of plasticized starch were also prepared with microfibrillated cellulose added in 10% increments. The density, color difference, opacity, morphology, water activity, water affinity, and thermal and mechanical characteristics of the films were investigated. Plasticized starch is a translucent material with contact transparency; it is fragile and has relatively high water and glycerol contents. The thermogravimetric analysis of materials displayed up to four stages of weight loss related to water evaporation, glycerol, starch, and cellulose thermal degradation. As a consequence, the materials with higher cellulose content exhibited better thermal resistance. The composites with 90% of microfibrillated cellulose resulted in increased tensile strength when compared to the pure materials. The pure microfibrillated cellulose presented the highest values of Young modulus. The addition of plasticized starch to microfibrillated cellulose improved the maximum strain of the composites.

Keywords: Plasticized starch films; Microfibrillated cellulose; Oil palm empty fruit bunches; Mechanical and thermal properties

Contact information: a: Embrapa Agroenergia, Parque Estação Biológica S/N, Av. W3 Norte (final), Brasília, DF 70770-901 Brazil; b: Gama Campus, Universidade de Brasília, Área Especial de Indústria Projeção A Setor Leste Gama, Brasilia, DF 72444-240 Brazil;

* Corresponding author: leonardo.valadares@embrapa.br

GRAPHICAL ABSTRACT

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INTRODUCTION

The substitution of petroleum-based plastics with biodegradable materials is of considerable research interest due to growing environmental concerns. Currently, petrochemical plastics offer low production costs while providing excellent properties and are widely used. However, synthetic plastics do not degrade in the environment, which leads to a high degree of pollution, particularly in the oceans. However, renewable biodegradable materials usually have water affinity, low plasticity, and require higher production costs; therefore, they are not cost-competitive (Chen and Jiang 2018).

Strong public policy formation and sweeping cultural changes are imperative for the widespread adoption of biodegradable plastics. It is also necessary to reduce the costs of renewable materials and to develop biodegradable materials with attractive properties (Ilyas et al. 2019). However, the production of low-cost biodegradable materials with plastic properties and water resistance remains a challenge.

Carbohydrate compounds obtained from plants are an abundant bioresource used to fabricate biodegradable materials on the industrial scale. For example, cellulose is the most abundant organic polymer on Earth, and it constitutes a major fraction of the dried biomass obtained from plants (Tan et al. 2019). The process of cellulose purification, although costly, is currently used in industrial settings and provides several biodegradable and compostable commercial products.

This research group deals with the pulp extracted from oil palm empty fruit bunches (OPEFB) (Fiorote et al. 2019), an agri-industrial residue from the production of palm oil. Oil palm fibers can be used for the elaboration of biodegradable materials, as demonstrated by multiple studies (Fahma et al. 2010; Campos et al. 2017; Ramlee et al. 2019). When high shear is applied to the pulp, the cellulose undergoes a microfibrillation process that involves breaking and defibrillating the material via mechanical action.

The microfibrillation process increases the surface area of cellulose, and depending on the intensity, it can generate fibers with nanometer thickness, high aspect ratios, and network structures containing crystalline and amorphous regions (Lavoine et al. 2012; Hiltunen et al. 2018). The higher surface area of microfibrillated cellulose (MFC) allows strong interfacial adhesion with polymers matrices, making it a versatile material for preparing composites (Iwamoto et al. 2008).

Starch is also a biodegradable polymer of immense importance for human consumption and animal feed that consists primarily of the linear polymer amylose and the highly branched polymer amylopectin (Karim et al. 2000). Although it is possible to produce starch films, they are often brittle and have no thermoplastic characteristics, thus limiting their potential uses (Li et al. 2018). Low molecular weight additives, known as plasticizers, are therefore usually added to starch to increase the space between the chains of this semicrystalline polymer, resulting in a matrix with thermoplastic behavior, which greatly facilitates its usage in industrial processing. Several polyols have been investigated as plasticizers in the manufacture of thermoplastic starch (Schmitt et al. 2015). Glycerol is a promising polyol among those examined since it is a by-product of biodiesel production, and as such, is an abundant and inexpensive plasticizer (Abbott et al. 2014).

Adhesion between gelatinized starch and cellulose is mediated by water, which has been described in scientific literature and applied in various industries (Liu et al. 2017). Strong adhesion originates upon the evaporation of water; the polymer chains come in contact due to capillary adhesion and remains bonded due to van der Waals forces at the interface.

This study presents the preparation of composites formulated with starch, glycerol, and microfibrillated oil palm cellulose. The effect of the cellulose content on the properties of the resulting materials, with a wide range of compositions, ranging from pure plasticized starch (PS) to pure MFC, were identified. To this end, 11 film formulations were prepared using increments of 10% cellulose in the material compositions. The optical, thermal, mechanical, and water affinity properties were investigated. Therefore, this study provides a decisive tool for the formulations of starch and cellulose composites that can be employed to identify potential applications.

EXPERIMENTAL

Materials

The oil palm empty fruit bunches (OPEFB) (cultivar 2301, Tenera) was supplied by Embrapa Cerrados (Planaltina, DF, Brazil). The sodium chlorite (Sigma-Aldrich, St. Louis, MO), glacial acetic acid (Dinâmica, São Paulo, Brazil), potassium hydroxide (Vetec, Sigma-Aldrich, St. Louis, MO), and glycerol (Vetec) were used as received. The soluble corn starch (Vetec) was dried in an oven (70 °C for 3 h) prior the use.

Preparation of the MFC

The OPEFB was autoclaved (127 °C for 30 min), threshed, oven-dried (65 °C for 24 h), and ground in a Willey mill (Fortinox, Piracicaba, Brazil). The purified cellulose was obtained following a delignification/bleaching treatment described by Fiorote et al. (2019). Briefly, a sequence of extractions was conducted on the ground OPEFB: (1) extraction with ethanol and petroleum ether; (2) extraction with aqueous sodium chlorite; and (3) extraction with an aqueous KOH solution. The fibers were washed with water between each extraction. The purified cellulose was sheared in an aqueous medium (2.6 wt%) using a IKA Ultra-Turrax disperser (Staufen, Germany) to produce the MFC. The final MFC product was obtained after 12 cycles of 10 min shearing at 24000 rpm.

Preparation of the Plasticized Starch (PS), MFC, and Composite Films

The PS, MFC, and composite films were prepared via a dispersion casting/ evaporation process. First, 500 g of starch/glycerol solution was prepared, constituting of a 4.0% soluble starch homogenized in 93.5% distilled water via mechanical agitation for 30 min. The resulting solution was gelatinized upon heating with constant stirring in a water bath (70 °C). Next, 2.5 wt% glycerol was added, and the solution was maintained at 70 °C while being stirred for an additional 15 min. In addition to the pure PS and pure MFC films, the following formulations of PS/MFC composites were prepared: 90/10, 80/20, 70/30, 60/40, 50/50, 40/60, 30/70, 20/80, and 10/90. For the composites, aqueous MFC was added to the PS solution and stirred for 15 min. After sonicating for 10 min, 30 g of the resulting dispersions were poured into polystyrene Petri dishes (135 mm) and dried in a force air flow oven at 30 °C for 24 h.

Characterizations

Film thickness and density

The density was determined according to the methodology presented by Müller et al. (2008). First, phosphorus pentoxide was placed in a desiccator in order to attain a relative humidity (RH) of 0%. Three specimens (20 mm 20 mm) of each formulation were stored in the desiccator for 20 days at 23 °C. Afterward, the specimens were weighed and the thickness was measured at five random points using a digital external micrometer (Digimess, model IP54, São Paulo, Brazil). The density was calculated using Eq. 1,

d = w/(A·t) (1)

where d is the dry density of the sample (g·cm-3), w is the specimen dry weight (g), A is the sample area (cm2), and t is the film thickness (cm).

Moisture content and water activity

The moisture content was determined gravimetrically according to ASTM standard D644-99 (2007). Each formulation was oven-dried (105 °C for 24 h) in triplicate, and the moisture content was calculated as the difference between the initial and final weight of the samples.

The water activity (aw) measurements were performed in triplicate. Samples were conditioned at 50% RH at 23 °C for at least 72 h before each measurement. The films were cut and the water activity measurements were performed with an AquaLab instrument (Decagon, model 4TEV, Munich, Germany) after being calibrated with pure water (aw = 1.000% ± 0.003%) and a 0.50 mol·kg-1 KCl solution (aw = 0.984% ± 0.003%).

Color difference and opacity

The renewable films were oven-dried (30 °C for 4 h) and analyzed in triplicate with a Konica Minolta colorimeter (model CR-400, Tokyo, Japan) in reflectance mode using the CIEL*a*b* classification system and illuminant D65. The color difference was calculated according to Eq. 2,

 (2)

where ΔE* is the color difference, L* is the luminosity of the sample, L0* is the luminosity of the standard, a* and b* are the color parameters of the sample, and a0* and b0* are the color parameters of the standard (HunterLab 1996; HunterLab 2008). The opacity was calculated according to Eq. 3,

Y = (Ybl/Ywh) × 100 (3)

where Y refers to the opacity of the sample, Ybl is the luminosity measured with the sample over a black support, and Ywh is the luminosity measured over a white support (HunterLab 1996; HunterLab 2008). The instrument was calibrated with a standard white reference plate provided by Konica Minolta, and for the calculation of ΔE*, a polyethylene film was used as the standard (L0* = 89.63, a0* = 0.26, and b0* = -2.53). The opacity measurements were performed using white and black supports.

Morphology

The MFC morphology was analyzed via transmission electron microscopy (TEM). The MFC aqueous dispersion was diluted, sonicated, and sedimented within 5 min. A drop of the aqueous dispersion was deposited on a microscope grid and allowed to dry. The TEM images were obtained with a Carl Zeiss microscope (model 109, Jena, Germany) at 80 kV.

The surface morphology of the PS, MFC, and their composites films were evaluated via field-emission scanning electron microscopy (SEM) using a Zeiss microscope (model Sigma HV, Cambridge, UK). Prior to analysis, the specimens were coated with gold via sputtering (model Q150T-ES, Quorum Technologies, Lewes, UK). ImageJ 1.53a software (NIH, Bethesda, MD) was used to evaluate the distribution of fiber thickness.

Thermal analysis

Thermogravimetric analysis (TGA) and differential scanning calorimetry (DSC) were performed to evaluate the thermal stability and to determine the differences in thermal transitions of the PS/MFC formulations, respectively, using a Simultaneous TGA/DSC SDT Q600 instrument (TA Instruments, New Castle, DE). The samples (10 mg to 15 mg) were analyzed in alumina pans at a heating rate of 10 °C·min-1 from 25 °C to 600 °C under a flow of nitrogen (100 mL·min-1). Sapphire was used as the internal reference for the DSC analysis.

Mechanical properties

The Young modulus, tensile strength, and maximum strain of the PS/MFC renewable films were determined using an Arotec universal testing machine (model WDW-20E, Beijing, China). A 50-kgf load cell was used at a crosshead speed of 1.0 mm·min-1 and with an initial grip separation of 25 mm. The test specimens (type V dimensions following the ASTM D638-02 (2002) guidelines) were conditioned at 23 °C and 50% RH prior to analysis. At least five specimens were used for each sample formulation to determine the mean and standard deviation. Tukey’s test was used to compare the means with a confidence level of 95%.

RESULTS AND DISCUSSION

The procedure used herein generated the PS and MFC films, as well as their composite films with a wide range of compositions. The thicknesses of the starch/MFC films ranged from 0.063 mm to 0.122 mm. In general, the formulations containing a higher concentration of MFC resulted in thinner films. Film characterization data, i.e., density, water content and activity, color difference, and opacity, are shown in Table 1.

The density ranged between 1.336 and 1.621 g/cm3; all the values were found to be statistically similar using Tukey’s procedure with 95% confidence limits. These results indicated that the casting technique employed to fabricate the films consistently provided homogeneous films of similar thickness, which is desirable for various applications.

Regarding the moisture content of the films, it was observed that when more MFC was present in the formulation, the composites possessed lower moisture contents, therefore suggesting that MFC contributed to the acquisition of less hygroscopic materials. However, the individual moisture content values did not elucidate the nature of the water attachment, i.e., whether it was bound, free, inert, or occluded (Yoshida et al. 1993), although it is an important factor to consider since it can influence the susceptibility of a material toward deterioration, and thus have a profound effect on product shelf life.

To enhance the shelf life of a material, biochemical reactions and microbial growth must be avoided, which are largely inhibited in materials with low aw. Reducing the amount of free water in a formulation means that less water is available, which minimizes microorganism growth as well as undesirable biochemical reactions. Products with an aw value less than 0.600 are relatively protected against microbial contamination, whereas the proliferation of specific microorganisms can occur with an aw value greater than 0.600 (Mathlouthi 2001).

Table 1. Characterization of the PS, MFC, and PS/MFC Composite Films

The dried PS/MFC composites exhibited aw values of 0.295 to 0.423 (Table 1), suggesting that these dry materials provided good microbial resistance. Nevertheless, remarkable differences were observed in the water activity values of composites conditioned at a temperature of 23 °C and a RH of 50%, and the dried samples, which was largely due to the hygroscopicity of the formulations. The previously conditioned materials showed aw values of 0.697 to 0.787, identifying them as intermediate moisture products, which indicated a susceptibility to microbial growth and biochemical reactions (Veiga-Santos et al. 2005). There were no noticeable differences in water activity among the tested formulations, which indicated that the degree of MFC content in the composites had no effect on increasing the shelf life of starch composites.

Regarding the color difference of the composites, the addition of cellulose generally contributed to increased color variation, which increased with an increasing MFC content. Pure PS has a low opacity, i.e., it is translucent, whereas pure MFC is very opaque. Among the composites, the addition of cellulose to the PS matrix increased the opacity of the films.

The morphology of MFC from OPEFB was previously described by Fiorote et al. (2019). Figure 1 shows the MFC TEM images obtained from the colloidal fraction of MFC. The figure shows fibers that ranged in thickness from 10 nm to 200 nm, with all the thinner nanostructures connected to thicker fibers. The thicker fibers were not sectioned, and their extremities exhibited microfibril structures that formed during the shear process, when using the disperser.

Fig. 1. The TEM images of MFC, in which it is possible to observe the interconnected fibrillar nanostructures

The SEM images (Fig. 2) show the top surfaces of the representative films. The pure PS film (Fig. 2a) was very flat at the micrometer level, although small cracks were present on the surface. These cracks indicated the brittle nature of the starch film, even when using glycerol as a plasticizer. Fibers can be observed on the surface of all the composite compositions as well as on the pure MFC sample. The similarity in the starch and cellulose chemical structures resulted in good surface bonding (Ilyas et al. 2018), as indicated by the continuous matrices shown in Fig. 2b and Fig. 2c.

Fig. 2. The SEM surface images of (a) pure PS, (b) PS/MFC 70/30 composite, (c) PS/MFC 30/70 composite, and (d) pure MFC films

All composite formulations (micrographs not shown) displayed similar matrices with evidence of good interfacial adhesion. Previous studies by Liu et al. (2010) and Cheng et al. (2019) found differences in starch and cellulose nanocomposites as the cellulose content was increased, possibly due to a decrease in the number of glycerol molecules per existing nanofiber. This effect from a reduced glycerol/MFC ratio was not observed in this work, since the percentages of MFC used in the nanocomposite formulations were much higher than those in the previous studies, making any effect by the glycerol content imperceptible. The compact surface of the pure MFC film was likely due to the presence of thin fibers filling the space between the thicker fibers (as shown in Fig. 1d) (Lengowski et al. 2020; Tozluoglu et al. 2021). The fibers at the surface of the films had an average thickness of 13.5 μm ± 4.6 μm, as measured and averaged for 100 particles in Fig. 2d.

Figure 3 displays the thermogravimetric curves and derivative thermogravimetric curves (DTG) of the PS, MFC, and PS/MFC composite samples. The DTG curves make it possible to identify the temperature at which weight loss is most apparent.

Fig. 3. Thermogravimetric analyses of pure PS (100/0), pure MFC (0/100), and PS/MFC (70/30, 50/50, and 30/70) composites ((A) TGA curves and (B) DTG curves)

The TGA curves (Fig. 3a) indicate that the pure PS was less thermally stable than pure MCF, due to the fact that PS is amorphous, whereas MCF is semicrystalline. Consequently, with increasing amounts of MFC in the composites, the thermal stability of the resulting material improved (Table 2). The films displayed two to four stages of weight loss, which were identified from the DTG peaks.

The first stage of weight loss occurs at low temperatures (less than 100 °C), due to the evaporation of water, with all of the formulations exhibiting a peak. However, it should be noted that composites containing larger amounts of PS exhibited higher percentages of weight loss, which is likely related to their higher hydrophilicity, which is consistent with the water content results listed in Table 1. The MFC has high percentage of weight loss than the composites up to 50% of PS. This can be explained by the high surface area created in cellulose during the microfibrillation process, which can adsorb humidity.

Glycerol degradation occurs in the second stage of weight loss (120 °C to 250 °C), which corresponds to the second peak of the DTG curves. The PS and the PS/MFC composites with less than 50% PS exhibited weight loss in this region. The samples prepared with at least 60% MFC (less than 40% PS) did not exhibit a peak related to glycerol degradation, which was most certainly due to the lower concentration of this plasticizer in the composites, since it is added as a function of the PS content in the films.

The third stage (270 °C to 330 °C) is related to starch decomposition. Consequently, samples with higher PS content exhibited this peak, and as expected, weight loss percentages decreased as the PS content decreased. In formulations 50/50 and 30/70, the thermograms display a discreet shoulder related to starch degradation. The final weight loss occurs in the fourth stage (300 °C to 370 °C), which is associated with the thermal degradation of cellulose. Samples with a higher MFC content displayed higher weight loss percentages in this region. Table 2 provides more detailed information obtained from the DTG curves.

Table 2. Degradation Stages and Residual Weights for Pure PS, pure MFC, and PS/MFC Composites. Values of Temperature Correspond to DTG Peaks

The second and third weight loss stages are not shown in Table 2, for composites containing at least 60% MFC. There was degradation of glycerol and starch in these regions, since the composites have these components. However, these degradations appear in curves as a fourth stage peak broadening, at lower temperatures. Furthermore, the DTG temperatures for composites richer in PS displayed lower thermal stability when compared to those films richer in MFC. In general, carbonaceous residues appear at temperatures greater than 370 °C. Samples containing greater amounts of cellulose resulted in higher residual weights, with a residual weight of 24% for pure MFC. It is notable that the cellulose degradation temperature did not significantly change among nearly all the composites (330 °C to 345 °C), which indicated the stability of the composite films.

The DSC curves in Fig. 4 show the events related to the PS, MFC, and PS/MFC composite formulations. The first thermal event at less than 100 °C is related to water evaporation, resulting in the weight loss identified in Fig. 3.

Fig. 4. The DSC curves for the pure PS (100/0), pure MFC (0/100), and PS/MFC (70/30, 50/50, and 30/70) composites

There were two more endothermic peaks related to the presence of PS; the first one at 200 °C can be attributed to glycerol degradation, and the second peak at 300 °C can be ascribed to the necessary energy to degrade starch. For the MFC, there is an endothermic shoulder at 210 and 360 °C, which corresponds to the thermal degradation of the cellulose. It was noticeable that the composites and MFC did not exhibit these peaks with same intensity in comparison with the peak for PS. The insertion of MFC in the formulations decreased the intensity of the peaks, enlarging the initial peaks to shoulders, which indicated enhanced thermal stability of these materials upon the addition of MFC, decreasing the energy necessary to degrade the material.

The tensile strength, maximum strain, and Young modulus of the pure PS and MFC films, as well as the PS/MFC composites are listed in Table 3. The mechanical properties of many of the composite films are significant, and it can be concluded that the addition of MFC to the PS matrix resulted in the increased mechanical resistance of the composites.

As expected, the film of pure PS (100/0) was rather flexible, as reflected in its low Young modulus (0.11 GPa). Regarding the Young modulus of the PS/MFC composites, increasing the MFC content resulted in an increase of the Young modulus, suggesting the formation of composites with higher rigidity. This trend was observed with MFC contents as high as 80%, which exhibited a Young modulus of 4.55 GPa. Factors such as good fiber dispersion in the polymer matrix and a high aspect ratio of MFC facilitated the formation of hydrogen bonds and adhesion between the PS and MFC, which resulted in materials with improved mechanical properties. Films containing 90% MFC exhibited a decreased Young modulus, indicating a possible collapse of the polymer-fiber network. This lower rigidity may be due to decreased polymer infusion in the fibers, since it is present at a lower percentages, as well as the presence of higher fiber ends in the materials, providing potential stress points in the composite (Mohanty et al. 2000). It is interesting to note that the 30/70 PS/MFC and 20/80 PS/MFC composites had Young modulus values that were similar to the pure MFC film.

Table 3. Tensile Behavior of the PS, MFC, and PS/MFC Composite Films Related to Tensile Strength, Maximum Strain, and Young Modulus

An increased MFC content in the PS/MFC composites resulted in increased tensile strength (as shown in Table 3). The 10/90 composite exhibited a tensile strength of 61.7 MPa, which was notably higher than that of the pure MFC film (45.1 MPa), and 25 times higher than pure PS film (2.5 MPa), thus demonstrating the reinforcing effect of MFC when added to PS to form PS/MFC composite films. The least amount of strain was observed in the 30/70, 20/80, and 0/100 (pure MFC) formulations, which was in agreement with the Young modulus values that indicated a higher rigidity of these formulations. All the samples containing PS presented higher elongation, when compared to the pure MFC film, which indicated that the addition of PS could improve the MFC tenacity. These results suggested that efficient stress transference occurs between PS and MFC at the interface, especially for formulations prepared with up to 80% MFC.

CONCLUSIONS

  1. Starch, cellulose, and glycerol are bioresources used for the fabrication of renewable films. Starch adheres to cellulose, and the different plasticized starch/microfibrillated cellulose (PS/MFC) composite film formulations exhibited different properties when compared to pure PS and MFC films.
  2. A larger amount of MFC present in the PS/MFC composite films tended to result in lower water content and higher opacity.
  3. The PS/MFC composite films displayed higher thermal stability than pure PS films. Composite compositions with a MFC content greater than 60% resulted in more thermally stable materials.
  4. Microfibrillated cellulose acts as a reinforcing filler for PS in the PS/MFC composite films. The addition of MFC to the PS matrix confers mechanical resistance to the composite formulations.
  5. The PS/MFC films display potential for packing applications. Specific properties of gas permeability, water, and solvent resistance should be evaluated depending on the content and environmental conditions of use.

ACKNOWLEDGMENTS

The authors are grateful for the financial support from FINEP (DendePalm Project – Estratégias Genômicas e Agregação de Valor para a Cadeia Produtiva do Dendê – SEG 12.15.00.007.00.00). In addition, V. C. T. is thankful for a fellowship from the CNPq.

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Article submitted: September 15, 2020; Peer review completed: October 31, 2020; Revised version received and accepted: March 19, 2021; Published: April 5, 2021.

DOI: 10.15376/biores.16.2.3746-3759