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Official Journal of the Japan Wood Research Society

  • Original Article
  • Open access
  • Published:

Fabrication of densified wood via synergy of chemical pretreatment, hot-pressing and post mechanical fixation

Abstract

Wood densification can improve the strength of low density wood species and extend wood product applications. To enhance the wood compressive quality, chemical pretreatments for pristine wood have widely been used. Densified Abies wood was fabricated by combining NaOH/Na2SO3 solution treatment, hot-pressing and post mechanical fixation. The appearance, color, chemical composition, and physiology and mechanical properties before and after the densification treatment were examined by the colorimeter, FTIR and mechanical testing machine, respectively. Surface color of Abies wood was changed obviously after the densification. The values of brightness L* and b* decreased but the value of a* showed a slight increase in the densified wood. FTIR results confirmed that the color changes can be explained by the degradation of hemicellulose and lignin in wood cell walls and migration of extractives during the densification process. Sufficient removal of wood polymers resulted in the average compression ratio of about 80% in the radial direction of the natural wood. The density of densified wood increased with the wood thickness up to 1.227 g cm−1, accounting for a 169% increase compared to that of the pristine wood. Modulus of rupture (MOR) and modulus of elasticity (MOE) in the thickness direction of densified wood also markedly enhanced. Degradation of polymers in wood cell walls also was reconfirmed by the difference of fracture interface. All the results suggested that the densified softwood can be easily fabricated using the proposed method and the new densified softwood can be appropriately used as interior decoration materials.

Introduction

Wood densification is one of the effective techniques for improving the strength of low density wood species, which can effectively extend wood product application due to the enhanced density of surfaces or entirety of wood. As early as 1930s, the densified wood was used replacing metal materials in military aircraft in USA and Germany. In recent decades, many approaches were completed for manufacturing densified wood, such as mechanical thermal pressing [1], viscoelastic thermal compression (VTC) [2]. Whatever the compression methods, softening of wood material before mechanical pressing is required. The process of softening is known as a pretreatment and combined with following mechanical pressing, achieving better compressing result. The thermo-mechanical densification [3,4,5], thermal-hydro-mechanical [6,7,8], hygro-mechanical steam treatment [9, 10], mechanical-microwave treatment [11], and high-pressure treatment [12, 13] were developed to manufacture densified wood, in which the thermal-hydro is the most common and simplest pretreatment method currently. The cell walls of wood would be swelled by water although it cannot penetrate into crystalline region of cellulose. Then, the glass-transition temperature of amorphous polymers (hemicellulose and lignin) decreases under the hydrothermal condition. As a result, the pre-treated wood allows low compressive force while without breaking wood cell walls during the next hot-pressing. However, partly elastic deformation is reversible in this densified wood, especially in earlywood. Therefore, the recovery of deformation under humidity condition is an inevitable problem. Previous reports stated that water absorption expansion ratio in the compression direction reached up to 50% if the deformation in densified wood was not fixed [14]. Some methods, such as high-temperature steam, resin impregnation, and high-frequency microwave heating, are mostly used for deformation fixation of densified wood in the wood industry.

However, combination of chemical pretreatment and mechanical compression maybe an effective method to solve the recovery in densified wood [15]. Wood polymers always degraded and extracted in the chemical pretreatment. Alkaline solution, such as sodium hydrate or potassium hydroxide (10–20%), is the mostly chemical pretreatment method used for the wood densification manufacturing. On the other hand, alkaline solution is normally used in the pulping industry. Under the alkaline condition, cellulose, hemicellulose and lignin all would be swelled or hydrolyzed at different levels. Wood disintegration in cells or cell walls facilitates the maximum compression in hot press. Ammonia is another reagent for pretreatment in the manufacturing of densified wood because it has a relatively high affinity to the polymers in wood cell walls. Although ammonia treatment shows no obvious effect on the content of wood polymers, it can easily access crystal region of cellulose and disrupt the lignin–carbohydrate complex. Moreover, the plasticizing effect of the ammonia treatment is temporary and the deformed wood would be returning back to its initial form and the strong pungent smell after the ammonia treatment limits its industrial application [16, 17]. Later, Song et al. manufactured the high-strength densified wood by coalescent method which combined NaOH/Na2SO3 solution pretreatment and hot press at 100 °C, exhibiting high specific tensile strength of 422.2 MPa cm3 g−1, which is higher than some metals [18]. In recent years, NaOH/Na2SO3 solution system was widely used to degrade hemicellulose and lignin in wood cell walls for preparing transparent wood composites [19], super flexible wood [20] or other functional wood materials [21].

Widely planted in North America and Nordic region, Abies wood is one of the vital softwood species used in residential buildings and other construction materials. Compared to hardwood, softwood commonly consists of single cell type, more than 90% of tracheid, resulting in some special properties, such as the simple wood texture, and lightly color, lower density, which limits it to be applied for interior decoration or wall panels. This work aims to develop a feasible method for fabricating densified Abies wood via the co-processing of chemical pretreatment, hot-pressing and post mechanical fixation. The color, chemical composition and physical/mechanical properties of the wood after and before densification were evaluated.

Materials and methods

Wood material and densified treatment

Abies spp. wood was cut into blocks with a size of 80 mm × 50 mm (longitudinal × tangential), which had three different thicknesses (in the radial direction) of 17.75, 8.25 and 3.15 mm. The initial average moisture content of wood was 8.76%. After the densified treatment, the average thicknesses of the thicker, medium and thinner samples were 3.25, 1.67 and 0.81 mm, respectively. Densified wood was fabricated by combining chemical pretreatment and hot-pressing technology. First, equivalent volumes of 2.5 mol L−1 NaOH and 0.4 mol L−1 Na2SO3 aqueous solution were mixed, which is widely used in the chemical pulping industry. Wood samples were immersed into the prepared mixed solution and heated at 95 °C for 5 h in a water bath. After the wood sank into the solution and the color was darkened, the chemical pre-treated wood was washed successively with 1% HCl and deionized water and kept in water. The secondary step was hot-pressing with a press of DSKE (Wabash, USA) at 25 MPa, 160 °C for 12 h followed by covering wood surface with tinfoil and interrupted heating and hold the pressure for 24 h. All the densified wood samples were dried at 80 °C for 24 h and stored for the following characterization. There were five replicates for each wood thickness.

Test of chromaticity value

The chromameter CR-5 (Konica Minolta, INC, Japan) was employed for chromaticity value test of wood surface during the densification treatment. The wood tangential section was measured using the chromameter under optional target mask (3 mm diameter) and the D65 light source (Daylight, color temperature of 6504 K). The measurement type was reflectance mode at 10° observer angle and specular component was excluded. Color measurements were completed at nine locations on each sample and mean values were calculated for each wood sample. The color was described using the CIEL*a*b* system, which was established by International Commission on Illumination in 1976. The CIEL*a*b* system consists of three perpendicular axes, where L* describes the lightness, a* the chromatic coordinates on the green to red axis and b* the chromatic coordinates on the blue to yellow axis. Five replicates in each wood thickness were completed.

SEM and FTIR

The scanning electron microscopy (SEM, Quanta200, FEI, USA) was employed to observe the microstructure on the transverse section and tangential section of the densified wood. Before SEM observation, control wood and chemical-treated wood samples were oven-dried until the constant weight was obtained and covered by gold sputtering. The observation condition was under vacuum and at an accelerating voltage of 25 kV. Fracture behavior of pristine wood and densified wood was observed after destruction in mechanical testing on Quanta200 at the same condition. The Fourier transform infrared spectrum of wood surface was collected using Nicolet 6700 (Thermo Scientific, USA) equipped with Smart orbit using attenuated total reflectance (ATR) model. Every sample was scanned between 400 and 4000 cm−1 at a resolution of 4 cm−1. To quantitatively compare the spectra of differently densified wood with the spectra of pristine wood for evaluating the chemical changes, the average spectra were further normalized based on the high band at nearly 1027 cm−1, assigned to C–O stretching, even this band does not remain invariable throughout the whole experiments, because both lignin and carbohydrate exhibit this band [22, 23].

Determination of physical properties

The oven-dry density of all samples was calculated by “dry-mass/dry-volume”. The compression ratio (CR) was calculated as follows:

$$\left( {{\text{thickness }}_{\text{Before treated}} - {\text{thickness}}_{\text{ After treated}} } \right)/{\text{ thickness }}_{\text{Before treated}} \times 100.$$

The loss weight ratio was calculated by:

$$\left( {{\text{dry mass}}_{\text{ Before treated}} - {\text{dry mass}}_{\text{ After treated}} /{\text{ dry mass }}_{\text{Before treated}} \times 100} \right).$$

The lengths of all test samples were around 78.5 mm. The densified wood and pristine wood samples were cut into approximately 12.0 mm in width. The modulus of rupture (MOR) and modulus of elasticity (MOE) were tested using the mechanical testing machine (UTM4304,Suns, Shenzhen, China). Three-point bending model was performed and the transverse loading was carried on the tangential surface of wood at the middle span of the test samples. The span of the test set was 56.0 mm and the loading rate was 5 N min−1. After the mechanical testing, the final average moisture contents of pristine wood, thick densified wood, medium densified wood and thin densified wood were 8.58, 7.38, 8.29 and 7.68%, respectively. All mechanical data were calculated by built-in software MaterialTest 4.0. Excel (Microsoft, USA) and Origin 8.0 were employed to analyze data and plot figures.

Results and discussion

Color of densified wood

Three different thicknesses of Abies wood (Fig. 1a) were selected for fabricating densified wood by the radial compression loading mode. The wood appearance and color were changed under the synergy of chemical pretreatment and hot-pressing (Fig. 1). In Fig. 1b, it can be found that the wood was squashed and its color darkened after the densification. On the densified wood surface, the light and black color alternation was caused by early wood and late wood, which was resulted from differences in the amount and size of wood cell walls. The extraction of sodium hydroxide solution from wood matrix resulted in the color changes after the densification. Previous studies reported that the NaOH/Na2SO3 solution system can dissolve the extractives in wood and can also degrade hemicellulose and lignin in wood cell walls [15]. The degradation of hemicellulose and lignin was another reason for wood color changes in the densified wood [24].

Fig. 1
figure 1

Appearance and color changes of pristine wood (PW) and densified wood. a Three pristine wood samples with different thicknesses; b densified wood; c chromatic value of pristine wood and densified wood. DW densified wood

Due to the polysaccharide composition of hemicellulose, various saccharic acids are gradually generated through the peeling reaction started from the reducing terminal group of polysaccharides in alkaline environment. Moreover, new chromophoric group may be polymerized by various saccharic acids and extractions [25]. In addition, lignin was also subjected to dearylation and dealkylation reaction with both nucleophile SO32− and OH ions in chemical pretreatment and also produced some new chromophoric groups, such as quinone, epoxide, or lignosulphonates. Another reason for the color changes in wood densification was thermochromatism of the chemicals on wood surface. In this work, the 160 °C hot-pressing temperature and aerobic condition affected the migration and oxidation of chromophoric and auxochrome groups. The different colors between early wood and late wood perhaps were caused by the more cell wall polymers for stronger reaction degree. Bekhta et al. also reported that the brightness decreased in the short-term thermo-mechanically densified veneer of various wood species [26]. These mentioned results suggested that the synergistic effect of chemical pretreatment, hot-pressing and post mechanical fixation was responsible for color darkening in the densified wood. From the appearance, the densification treatment significantly improved the decorative value of Abies wood.

To quantify the changes of wood color in the densification, chromaticity value on wood surface was measured by the chromameter CR-5. In Fig. 1c, more wood brightness value (L*) and b* value decreased in the densified wood than those in the pristine wood. Decreasing of L* means wood color darkening, which may be caused by the degradation of hemicellulose and movement of extractives. Kubovský et al. also reported that the decrease of L* value in wood surface was closely related to the degradation of hemicellulose [24]. The decreasing of b* value describes the trend of the wood surface towards bluish, which can be explained by the reduction of a tonality component in color and a slight decreasing value of color saturation [26]. However, the slightly increased a* value in the densified wood indicated that the trend of wood surface became reddish. In conifer wood, it was shown directly proportional relationship between the extractive content and redness values [27]. This suggested that more extractives moved to the wood surface during the densification process. After comparing the colors of three different wood thicknesses, it was found that both L* and b* values of the thickest wood were lower than those in the wood samples with medium and thin thicknesses. With the increase of wood thickness, b* value trended toward to decrease. The value of a* showed no noticeable differences. The results suggested that the thickness of pristine wood affected its color after the densification treatment. This might be explained by the difference of chemical reaction efficiency with different wood thicknesses. More cell walls in the thickest wood meant more chemical reaction and generation of chromophoric groups, which would be shine through in the hot-pressing process. The total color difference (ΔE) was calculated based on the reference to pristine wood. The following formula was utilized:

$$\Delta E = \, \left[ {\left( {L_{x} - L_{0} } \right)^{2} + \left( {a_{x} - a_{0} } \right)^{2} + \left( {b_{x} - b_{0} } \right)^{2} } \right]^{1/2} ,$$

where Lx, ax and bx are values measured in the densified wood and L0, a0 and b0 are values measured in the pristine wood. Figure 1c shows that all densified wood presented significantly ΔE, which can be easily visible with naked eyes. It was indicated that the densification in this work influenced wood color seriously.

FTIR analysis

To uncover the changes of wood cell wall polymers during the densification process, the infrared spectra were collected and are shown in Fig. 2. The attribution of absorption band was according to the previous publish of Pandey [28]. The bands at 3378 cm−1 and 2900 cm−1 attributed to O–H and C–H stretching vibration in cellulose, hemicellulose and lignin. Some characteristic bands were analyzed in untreated wood and densified wood. The absorption band at 1729 cm−1 attributed to C=O stretching vibration in unconjugated ketones, which was a characteristic band of hemicellulose [25, 28]. Disappearance of this band in the densified wood was caused by the deacetylation in hemicellulose, indicating that hemicellulose entirely dissolved in NaOH/Na2SO3 solution. After the densification treatment, the intensity ratio of I1372/I1507 decreased, which suggested that the content of holocellulose reduced and also proved the decrease in relative content of hemicellulose [29]. The band in range of 1588–1650 cm−1 appeared shoulder absorption peak in the pristine wood but turned into sharp peak only at 1588 cm−1 (C=C stretching vibration on benzene ring) in the densified wood spectrum. It was indicated that the polar functional groups conjugated with benzene ring causing some changes. Because of the highly susceptible to nucleophilic reactions between carbonyl C=O in lignin and hemicellulose and SO32− and OH ions in NaOH/Na2SO3 solution, the disappearance of absorption band at 1650 cm−1 was related to the vanishing of conjugate carbonyl group attached to benzene ring. The sharp band at 1507 cm−1 was attributed to vibration absorption of benzene ring skeletal. In Fig. 2, this band was still present in the densified wood suggesting that there was no chemical reaction of benzene ring in NaOH/Na2SO3 solution. A certain amount of lignin in wood cell walls benefited to bonding strength in microfibrils. After normalization, the intensity of absorption band at 1507 cm−1 increased more in the densified wood than the pristine wood, indicating the increase of lignin relative content. It was also confirmed by the increased intensity ratio of I1507/I1372 (Table 1). To the contrary, previously studies insisted on lignin would be degraded in NaOH/Na2SO3 solution [18, 30]. This contradictory can be explained by the migration of degraded products of hemicellulose and lignin and depositing on the surfaces of the densified wood. The FTIR data collected on the densified wood surfaces by ATR mode in this study confirmed this finding as well. In addition, the lignin molecular structure may be changed from vitreous to high-elastic [1] and the changes of band at 1261 cm−1 (C–H of guaiacyl ring in lignin) indicated that lignin unit may be changed. The bands 1425 cm−1 (C–H2 scissoring vibration), 1372 cm−1 (C–H bending vibration) and 897 cm−1 (C1 vibration) can characterize cellulose and hemicellulose. And previous reports stated that the relative crystallinity of cellulose can be characterized by the band intensity ratio I1372/I2900 and I1427/I897 [31, 32] and it was shown that this ratio was higher in the densified wood than the pristine wood. It can be inferred that the degradation of hemicellulose and partly amorphous cellulose resulted in the recombination of cellulose microstructure and finally caused the increase in cellulose crystallinity. Comparatively, the wood thickness might influence wood chemical properties to some extent. The probable reasons which affected the FTIR results were (1) the more massive thick specimens had greater potential for migrating and accumulating some chromatic extractives at the surface than thin specimens and (2) the inside moisture in the thin wood sample was more easily volatilized than the thicker wood in the hot-processing treatment.

Fig. 2
figure 2

Original infrared spectrum of pristine wood (PW) and densified wood (DW)

Table 1 The band intensity and ratio of pristine wood (PW) and densified wood (DW)

Physical and mechanical characterization

Figure 3 shows the oven-dried densities, compression ratios (CR), MOE and MOR of the wood before and after densification. The wood oven-dry density increased over 1.00 g cm−1 in all densified woods compared to 0.455 g cm−1 of the pristine wood (Fig. 3a). The increment of density depended on wood sample thickness and the highest density was 1.227 g cm−1 (169% higher than the pristine wood) in the thickest wood sample. Moreover, wood density increased from the thin to the thick densified wood sample and CR showed the similar trend. The higher density appeared in the thicker wood sample, and the higher compressibility was obtained. Whereas, the lower density appeared in the thinner wood sample and the lower compressibility was achieved. As well known, many studies investigated various compression ratios of densified wood under different processing conditions. It was reported that the compression ratio was generally lower than 30% after the densification without any chemical pretreatment [33, 34]. However, in this work, the average compression ratio was approximately 80% in the radial direction of wood. We inferred that the pretreatment with NaOH/NaSO3 solution was one of the reasons accounting for the higher compression ratio in densified wood. Also, the higher compaction ratio can be obtained by other pretreatments, such as saturated steam. Kutnar and Kamke treated Douglar-fir wood by pressurized steam before compression and obtained a compaction ratio of 153% using hydrothermal treatment with a pressure of lower than 5 MPa [35]. According to the previous reports, part removal or degradation of amorphous polymers in wood is beneficial to adequate compression [36, 37]. In this work, wood hemicellulose and partly lignin were degraded in the pretreatment with NaOH/NaSO3 solution, which was confirmed by FTIR results, and allowed the wood easier to be compressed in the hot-processing treatment. Meanwhile, the much higher density and strength of the wood could be achieved under sufficient compressibility [38]. This probably mainly attributed to synergistic effect of degradation of hemicellulose and lignin in the chemical pretreatment and recombination of wood cells during the hot-pressing process. Abies wood is easily densified and cell recombined because of the swelling of cell wall in the alkaline medium environment of NaOH/Na2SO3 solution. From the similar loss weight ratio (about 15%) in the densified wood, it was inferred that the wood samples with three different thicknesses subjected same degradation degrees.

Fig. 3
figure 3

Physical and mechanical characteristics of pristine wood (PW) and densified wood (DW). CR compression ratio, LWR loss weight ratio, MOR modulus of rupture, MOE modulus of elasticity

The MOR and MOE in the thickness direction of the densified wood and pristine wood are shown in Fig. 3b. Compared to the pristine wood, both MOR and MOE were increased in the densified wood. The maximum MOR is about 228.5 MPa in the thinnest densified wood and increased by 97% than the pristine wood. MOE also increased up to 33.55 GPa in the thinnest densified wood and 346% of that in pristine wood. Overall, the increment of strength showed negatively relation with the wood sample thickness. Cruz et al. reported that the content of hemicellulose in the densified wood showed high negative correlation to MOE and MOR [8], while the positive correlation was shown compared to the density of wood. As well known, wood cell wall is mainly consisted of cellulose, hemicellulose and lignin, and the cellulose chain aggregates microfibrils and serves as skeleton as well as hemicellulose and lignin are crosslinked into microfibrils. These three polymers have different contributions to the mechanical properties of wood [39]. Hence, in this work, the synergistic effect of hemicellulose and lignin was degraded or partly degraded during the NaOH/Na2SO3 pretreatment combined with recombination of wood cells in the hot-pressing process, resulting in the increase in density and significant increase in MOR and MOE for the densified wood.

Microstructure of densified wood

To testify the changes on microstructure of wood cell walls, SEM was used to observe the transverse and tangential surfaces of the wood samples before and after the densification. On the transverse surface, it was shown the honeycomb holes (tracheid lumen) on natural Abies wood tracheids, which were arranged radial-regularly (Fig. 4a). Wood tracheids showed as grooves were interval with uniserial wood rays on the tangential surface (Fig. 4b). As well known, Abies wood is one of the softwood and its typical regular cell arrangement provides excellent mechanical properties to make sure it can be widely used in wood structure building. However, the tracheid lumens on the transverse section of the densified wood almost vanished (Fig. 4c). Because of the regular radial arrangement, only cracks were present inside the compressed tracheids in the thickness direction. It was probably caused by the degradation of middle lamella at the loading direction during the hot-pressing. Meanwhile, previous reports suggested that such hydrothermal conditions generated more microcracks on wood cell walls [25, 40]. Wood tracheids showed a bunch of aggregates on the tangential surface in the densified wood (Fig. 4d), which indicated that wood tracheids subjected to sufficient compression and recombination after the chemical, hot-pressing and mechanical co-processing. Furthermore, the fracture surfaces of the natural wood and densified wood were also observed by SEM (Fig. 4e–h). The three-point bending method and loading on the thickness direction of wood samples were used. In Fig. 4e, the fracture interface of natural wood shows jagged irregularly fracture and tracheids were pulled out to each other (Fig. 4e). On the other hand, the densified wood showed layered fracture interface (Fig. 4f, g), which can be explained by the longitudinal sliding in tracheid aggregates. The main reason of this fracture behavior was the decreased adhesion between tracheids after the degradation of hemicellulose and lignin in middle lamella. Although layered fractures occurred in all the densified wood samples, it was not obvious in the thinnest sample (Fig. 4g). A number of fibers present in fracture surface of the thick densified wood (Fig. 4h) further confirmed the degradation of intercellular layers and secondary cell walls of tracheid. Another reason should be considered was the lateral expansion of different wood thicknesses in the hot-processing treatment. When all specimens were compressed with the same compression stress, the thin specimens had more lateral restraint than the thick specimens due to the friction of the press plates [41]. At last but not least, because of the complicated wood structure, the thicker specimens were more likely to experience the fracture and stress concentration during compression, which may destroy wood structure easily and finally reduced MOR and MOE. There is sn evidence of fracture between tracheids in Fig. 4d, f. The tracheids are clearly displaced out of longitudinal alignment as a result of the Poisson effect.

Fig. 4
figure 4

SEM of pristine wood (a cross-section, b tangential section), densified wood (c cross-section, d tangential section), and rupture of various wood (e pristine wood, f thick densified wood, g thin densified wood, h magnifying of thick densified wood). T tracheid, R rays, RD resin duct

Conclusions

In summary, the densified wood samples with three different thicknesses were fabricated by the combination of chemical pretreatment, hot-pressing and post mechanical treatments. Surface color of Abies wood changed obviously after the densification. Quantitative results indicated that the values of brightness L* and b* decreased but the value of a* showed a slight increase in the densified wood. The FTIR examinations confirmed that the color changes can be explained by the degradation of hemicellulose and lignin in wood cell walls and migration of extractives during the densification process. New chromophoric groups generated from re-polymerization of wood cell wall degradation product were the other reason for the color changes in the densified wood. In this work, sufficient removal of wood polymers resulted in the average compression ratio of about 80% in the radial direction of the pristine wood. Furthermore, the increased compression ratio positively related to the wood density. The density of wood increased with wood thickness up to 1.227 g cm−1, counting 169% higher than the pristine wood. Being benefited from the increased density, MOR and MOE in the thickness direction of the densified wood also markedly enhanced. The fracture interface of the densified wood reconfirmed the degradation of polymers in wood cell walls. Moreover, the thickness of initial wood sample affected the color, density, chemical groups and mechanical properties in the densified wood. All the mentioned results suggested that the densified softwood can be easily fabricated using the proposed method and the new densified softwood can be considered as an interior decoration material.

Availability of data and materials

Not applicable.

Abbreviations

CR:

compression ratio

DW:

densified wood

FTIR:

Fourier transform infrared spectrum

MOE:

modulus of elasticity

MOR:

modulus of rupture

PW:

pristine wood

SEM:

scanning electron microscopy

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Acknowledgements

The authors acknowledge the Advanced Analysis&Testing Center of Nanjing Forestry University.

Funding

The authors like to thanks for finical supporting of the National Key Research & Development Program of China (2017YFD0600204).

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JS designed the experiments and wrote the manuscripts. JP and JS performed the experiments and discussed the results. QH, LC and SS revised the manuscript and provided some valuable advices. All authors read and approved the final manuscript.

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Correspondence to Jiangtao Shi.

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Shi, J., Peng, J., Huang, Q. et al. Fabrication of densified wood via synergy of chemical pretreatment, hot-pressing and post mechanical fixation. J Wood Sci 66, 5 (2020). https://doi.org/10.1186/s10086-020-1853-x

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