Kraft Pulping of Mango Seed Husk: Lignin Yield Optimization and Potential Resin Application

Article Preview

Abstract:

Growing concerns on environmental deterioration is driving the research towards the use of renewable resources in the production of various materials. Biomass feedstocks, such as agricultural and food industry residues, present many advantages as these are widely available, can be inexpensive resources for commercial biorefineries, and can help in the waste reduction in most industries. In the Philippines, ample mango waste is generated due to its flourishing mango processing industry. Mango wastes have already shown valorization potential in numerous studies, however, studies on mango seed husk (MSH) are still limited. This study characterized the lignin found in MSH derived from kraft pulping as phenol substitute in the phenol-formaldehyde (PF) resin synthesis. During kraft delignification, the effects of alkali charge (7.3-20.7% Na2O), temperature (130-180°C), and liquid-to-solid ratio (LSR) (6.59-23.41 w/w) on the lignin yield were examined using central composite design. The model obtained showed that lignin yield is influenced by the process variables in the following order of decreasing significance: alkali charge, LSR, and temperature. Moreover, low R2 values are observed suggesting that there may be other factors affecting the response not considered in this study and that the model has low predictive power. In addition, MSH lignin was isolated from the black liquor by single-step acid precipitation at pH 2 with 20 wt% H2SO4. Characterization using FT-IR and difference UV spectroscopy showed that kraft MSH lignin could be a great potential as phenol substitute in PF resin production as it is mostly represented by guaiacyl units and has high total phenolic hydroxyl groups content (3.38 mmol/g). MSH lignin, with its high phenolic hydroxyl content and guaiacyl structure, has diverse industrial applications beyond resin synthesis. It can be used as a natural antioxidant in polymers, a bio-based adhesive for wood products, a UV-absorbing agent in coatings, a precursor for carbon fibers, and a surfactant in concrete and agricultural formulations. Additionally, its antimicrobial properties make it suitable for pharmaceuticals and cosmetics.

You might also be interested in these eBooks

Info:

Periodical:

Pages:

61-90

Citation:

Online since:

January 2026

Export:

Price:

Permissions CCC:

Permissions PLS:

Сopyright:

© 2026 Trans Tech Publications Ltd. All Rights Reserved

Share:

Citation:

* - Corresponding Author

[1] E. De Jong, A. Higson, P. Walsh, M. Wellisch, and others, "Bio-based chemicals value added products from biorefineries," IEA Bioenergy, Task 42 Biorefinery, vol. 34, p.1–36, 2012.

Google Scholar

[2] J. Speight, "Synthetic fuels handbook: properties, process and performance," 2008.

Google Scholar

[3] K. Kohli, R. Prajapati, and B. K. Sharma, "Bio-based chemicals from renewable biomass for integrated biorefineries," Energies, vol. 12, no. 2, p.233, 2019.

DOI: 10.3390/en12020233

Google Scholar

[4] L. Mopera, "Food Loss in the Food Value Chain: The Philippine Agriculture Scenario," J. Dev. Sustain. Agric., vol. 11, no. 1, p.8–16, 2016.

Google Scholar

[5] Food and Agriculture Organization of the United Nations, "Major Tropical Fruits- Statistical compendium 2018," 2019.

Google Scholar

[6] Philippine Statistics Authority, "2015-2019 Crop Statistics of the Philippines," 2020.

Google Scholar

[7] N. A. Sagar, S. Pareek, S. Sharma, E. M. Yahia, and M. G. Lobo, "Fruit and Vegetable Waste: Bioactive Compounds, Their Extraction, and Possible Utilization," Compr. Rev. Food Sci. Food Saf., vol. 17, no. 3, p.512–531, 2018.

DOI: 10.1111/1541-4337.12330

Google Scholar

[8] M. A. Henrique, H. A. Silvério, W. P. F. Neto, and D. Pasquini, "Valorization of an agro-industrial waste, mango seed, by the extraction and characterization of its cellulose nanocrystals," J. Environ. Manage., vol. 121, p.202–209, 2013.

DOI: 10.1016/j.jenvman.2013.02.054

Google Scholar

[9] R. K. Muthu, T. Anand, R. Vidyalakshmi, and S. Anandakumar, "Fabrication and Property Evaluation of Biodegradable Tableware (Plate) Made from Mango Seed Shell," Int. J. Pure App. Biosci, vol. 7, no. 1, p.448–454, 2019.

DOI: 10.18782/2320-7051.7443

Google Scholar

[10] A. S. Franca, L. S. Oliveira, S. A. Saldanha, P. I. A. Santos, and S. S. Salum, "Malachite green adsorption by mango (Mangifera indica L.) seed husks: Kinetic, equilibrium and thermodynamic studies," Desalin. Water Treat., vol. 19, no. 1–3, p.241–248, 2010.

DOI: 10.5004/dwt.2010.1105

Google Scholar

[11] A. Abolaji, O. Adeyinka, and A. Olaitan, "Suitability of Mango Seed Shell Particles and Recycled High Density Polyethylene (RHDPE) Composites for Production of Particleboard," Am. J. Eng. Res, vol. 6, no. 8, p.314–325, 2017.

Google Scholar

[12] A. A. Odunsi, "Response of laying hens and growing broilers to the dietary inclusion of mango (Mangifera indica L.) seed kernel meal," Trop. Anim. Health Prod., vol. 37, no. 2, p.139–150, 2005.

DOI: 10.1023/b:trop.0000048455.96694.85

Google Scholar

[13] G. D. Akpen, I. L. Nwaogazie, and T. G. Leton, "Kinetic studies of colour and phenol removal from wastewater using mango seed shell activated carbon," Glob. J. Eng. Res., vol. 11, no. 1, p.35–46, 2012.

DOI: 10.4314/gjer.v11i1.4

Google Scholar

[14] J. G. Vieira et al., "Synthesis and characterization of methylcellulose from cellulose extracted from mango seeds for use as a mortar additive," Polímeros, vol. 22, no. 1, p.80–87, 2012.

DOI: 10.1590/s0104-14282012005000011

Google Scholar

[15] L. A. Andrade, M. A. S. Barrozo, and L. G. M. Vieira, "Thermo-chemical behavior and product formation during pyrolysis of mango seed shell," Ind. Crops Prod., vol. 85, p.174–180, 2016.

DOI: 10.1016/j.indcrop.2016.03.004

Google Scholar

[16] C. A. Rezende, M. A. de Lima, P. Maziero, E. R. DeAzevedo, W. Garcia, and I. Polikarpov, "Chemical and morphological characterization of sugarcane bagasse submitted to a delignification process for enhanced enzymatic digestibility," Biotechnol. Biofuels, vol. 4, no. 1, p.54, 2011.

DOI: 10.1186/1754-6834-4-54

Google Scholar

[17] P. S. nee' Nigam, N. Gupta, and A. Anthwal, "Pre-treatment of agro-industrial residues," in Biotechnology for agro-industrial residues utilisation, Springer, 2009, p.13–33.

DOI: 10.1007/978-1-4020-9942-7_2

Google Scholar

[18] L. F. Ballesteros, J. A. Teixeira, and S. I. Mussatto, "Chemical, functional, and structural properties of spent coffee grounds and coffee silverskin," Food bioprocess Technol., vol. 7, no. 12, p.3493–3503, 2014.

DOI: 10.1007/s11947-014-1349-z

Google Scholar

[19] N. Mandlekar et al., "An Overview on the Use of Lignin and Its Derivatives in Fire Retardant Polymer Systems," Lignin - Trends Appl., 2018.

DOI: 10.5772/intechopen.72963

Google Scholar

[20] R. Martín-sampedro, J. I. Santos, Ú. Fillat, B. Wicklein, M. E. Eugenio, and D. Ibarra, "Characterization of lignins from Populus alba L. generated as by-products in different transformation processes: Kraft pulping, organosolv and acid hydrolysis," Int. J. Biol. Macromol., vol. 126, p.18–29, 2019.

DOI: 10.1016/j.ijbiomac.2018.12.158

Google Scholar

[21] N. E. El Mansouri and J. Salvadó, "Structural characterization of technical lignins for the production of adhesives: Application to lignosulfonate, kraft, soda-anthraquinone, organosolv and ethanol process lignins," Ind. Crops Prod., vol. 24, no. 1, p.8–16, 2006.

DOI: 10.1016/j.indcrop.2005.10.002

Google Scholar

[22] C. Xu and F. Ferdosian, Degradation of Lignin by Depolymerization. 2017.

Google Scholar

[23] E. Ahmad and K. K. Pant, Lignin Conversion: A Key to the Concept of Lignocellulosic Biomass-Based Integrated Biorefinery. Elsevier B.V., 2018.

DOI: 10.1016/b978-0-444-63992-9.00014-8

Google Scholar

[24] R. B. Santos, P. W. Hart, H. Jameel, and H.-M. Chang, "Important reactions of lignin," BioResources, vol. 8, no. 1, p.1456–1477, 2013.

Google Scholar

[25] C. Xu and F. Ferdosian, Conversion of Lignin into Bio-based Chemicals and Materials. Germany: Springer, 2017.

Google Scholar

[26] M. Belgacem and A. Gandini, Monomers, Polymers and Composites from Renewable Resources. 2008.

Google Scholar

[27] E. Brännvall, "The Limits of Delignification in Kraft Cooking," BioResources, vol. 12, no. 1, p.2081–2107, 2017.

DOI: 10.15376/biores.12.1.brannvall

Google Scholar

[28] A. Mukherjee, S. Banerjee, and G. Halder, "Parametric optimization of delignification of rice straw through central composite design approach towards application in grafting," J. Adv. Res., vol. 14, p.11–23, 2018.

DOI: 10.1016/j.jare.2018.05.004

Google Scholar

[29] W. D. Wan Rosli, I. Mazlan, and K. N. Law, "Effects of kraft pulping variables on pulp and paper properties of acacia mangiumkraft pulp," Cellul. Chem. Technol., vol. 43, no. 1–3, p.9–15, 2009.

Google Scholar

[30] P. Maan, A. Kadam, A. Kumar, S. Kumar, and D. Dutt, "com Process Parameters Optimization of Casuarina equisetifolia for Enhanced Production of Bleachable Grade Kraft Pulp through RSM," vol. 13, no. 4, p.8802–8813, 2018.

DOI: 10.15376/biores.13.4.8802-8813

Google Scholar

[31] M. S. Jahan, "Pulping of Bangladeshi Cotton Stalks," vol. 39, p.147–154, 2004.

Google Scholar

[32] G. Engida, "Kraft Pulping of Wheat Straw," Addis Ababa University, 2017.

Google Scholar

[33] K. L. Hii and M. D. Mashitah, "Optimisation of pressed pericarp fibre delignification for glucose recovery using response surface methodology," Int. J. Environ. Eng., vol. 6, no. 2, p.220–238, 2014.

DOI: 10.1504/ijee.2014.062157

Google Scholar

[34] B. O. Ogunsile, "Effects of Operational Variables on the Pulp Yield and Lignin Dissolution of C Yperus Articulatus," vol. 30, no. 1, p.95–101, 2010.

Google Scholar

[35] C. G. Yoo and A. J. Ragauskas, "Opportunities and Challenges of Lignin Utilization," ACS Symp. Ser., vol. 1377, p.1–12, 2021.

Google Scholar

[36] M. Cardoso, É. D. de Oliveira, and M. L. Passos, "Chemical composition and physical properties of black liquors and their effects on liquor recovery operation in Brazilian pulp mills," Fuel, vol. 88, no. 4, p.756–763, 2009.

DOI: 10.1016/j.fuel.2008.10.016

Google Scholar

[37] J. Domínguez-robles, E. Espinosa, D. Savy, and A. Rosal, "Selective Lignin Precipitation using Mineral Acids," BioResources, vol. 11, no. 3, p.7061–7077, 2016.

DOI: 10.15376/biores.11.3.7061-7077

Google Scholar

[38] A. S. Klett, "Purification, Fractionation, and Characterization of Lignin from Kraft Black Liquor for Use as a Renewable Biomaterial," Clemson University, 2017.

Google Scholar

[39] Y. Mardiyati, E. Y. Tarigan, P. Prawisudha, S. M. Shoimah, R. R. Rizkiansyah, and S. Steven, "Binderless, all-lignin briquette from black liquor waste: Isolation, purification, and characterization," Molecules, vol. 26, no. 3, 2021.

DOI: 10.3390/molecules26030650

Google Scholar

[40] A. L. Macfarlane, M. Mai, and J. F. Kadla, Bio-based chemicals from biorefining: Lignin conversion and utilisation. 2014.

DOI: 10.1533/9780857097385.2.659

Google Scholar

[41] J. M. Jardim, P. W. Hart, L. Lucia, and H. Jameel, "Insights into the potential of hardwood kraft lignin to be a green platform material for emergence of the biorefinery," Polymers (Basel)., vol. 12, no. 8, 2020.

DOI: 10.3390/polym12081795

Google Scholar

[42] W. Yang et al., "Preparation and properties of adhesives based on phenolic resin containing lignin micro and nanoparticles: A comparative study," Mater. Des., vol. 161, p.55–63, 2019.

DOI: 10.1016/j.matdes.2018.11.032

Google Scholar

[43] A. Tejado, C. Peña, J. Labidi, J. M. Echeverria, and I. Mondragon, "Physico-chemical characterization of lignins from different sources for use in phenol-formaldehyde resin synthesis," Bioresour. Technol., vol. 98, no. 8, p.1655–1663, 2007.

DOI: 10.1016/j.biortech.2006.05.042

Google Scholar

[44] S. Yang, J. L. Wen, T. Q. Yuan, and R. C. Sun, "Characterization and phenolation of biorefinery technical lignins for lignin-phenol-formaldehyde resin adhesive synthesis," RSC Adv., vol. 4, no. 101, p.57996–58004, 2014.

DOI: 10.1039/c4ra09595b

Google Scholar

[45] B. M. Upton and A. M. Kasko, "Strategies for the conversion of lignin to high-value polymeric materials: review and perspective," Chem. Rev., vol. 116, no. 4, p.2275–2306, 2015.

DOI: 10.1021/acs.chemrev.5b00345

Google Scholar

[46] Y. Xu, L. Guo, H. Zhang, H. Zhai, and H. Ren, "Research status, industrial application demand and prospects of phenolic resin," RSC Adv., vol. 9, no. 50, p.28924–28935, 2019.

DOI: 10.1039/c9ra06487g

Google Scholar

[47] L. Pilato, Phenolic Resins: A Century of Progress. Springer, 2010.

Google Scholar

[48] S. A. Shahid, M. Ali, and Z. I. Zafar, "Characterization of phenol-formaldehyde resins modified with crude bio-oil prepared from Ziziphus mauritiana endocarps," BioResources, vol. 9, no. 3, p.5362–5384, 2014.

DOI: 10.15376/biores.9.3.5362-5384

Google Scholar

[49] A. Sluiter, R. Ruiz, C. Scarlata, J. Sluiter, and D. Templeton, "Determination of Extractives in Biomass—NREL TP-510-42619," 2008.

Google Scholar

[50] W. G. Trindade et al., "Thermoset Phenolic Matrices Reinforced with Unmodified and Surface-Grafted Furfuryl Alcohol Sugar Cane Bagasse and Curaua Fibers : Properties of Fibers and Composites," p.2485–2496, 2005.

DOI: 10.1021/bm058006+

Google Scholar

[51] D. M. Neiva, J. Gominho, and H. Pereira, "Modeling and optimization of Eucalyptus globulus bark and wood delignification using response surface methodology," BioResources, vol. 9, no. 2, p.2907–2921, 2014.

DOI: 10.15376/biores.9.2.2907-2921

Google Scholar

[52] G. E. P. Box, J. S. Hunter, and W. G. Hunter, "Statistics for experimenters," in Wiley Series in Probability and Statistics, Wiley Hoboken, NJ, USA, 2005.

Google Scholar

[53] A. Gärtner, G. Gellerstedt, and T. Tamminen, "Determination of phenolic hydroxyl groups in residual lignin using a modified UV-method," Nord. Pulp Pap. Res. J., vol. 14, no. 2, p.163–170, 1999.

DOI: 10.3183/npprj-1999-14-02-p163-170

Google Scholar

[54] E. Maekawa, T. Ichizawa, and T. Koshijima, "An evaluation of the acid-soluble lignin determination in analyses of lignin by the sulfuric acid method," J. Wood Chem. Technol., vol. 9, no. 4, p.549–567, 1989.

DOI: 10.1080/02773818908050315

Google Scholar

[55] J. Baruah et al., "Recent trends in the pretreatment of lignocellulosic biomass for value-added products," Front. Energy Res., vol. 6, no. DEC, p.1–19, 2018.

DOI: 10.3389/fenrg.2018.00141

Google Scholar

[56] M. E. Eugenio, D. Ibarra, R. Martin-Sampedro, E. Espinosa, I. Bascon, and A. Rodríguez, "Alternative Raw Materials for Pulp and Paper Production in the Concept of a Lignocellulosic Biorefinery," IntechOpen, 2019.

DOI: 10.5772/intechopen.90041

Google Scholar

[57] F. I. Oyeleke, A. Olaniyan, M. O. Sunmonu, and S. K. Oyeniyi, "Development of a Fruit Washing Machine," J. Agric. Eng. Technol., vol. 22, no. 1, p.29–36, 2014.

Google Scholar

[58] M. Ekpenyong, S. Antai, A. Asitok, and B. Ekpo, "Response surface modeling and optimization of major medium variables for glycolipopeptide production," Biocatal. Agric. Biotechnol., vol. 10, p.113–121, 2017.

DOI: 10.1016/j.bcab.2017.02.015

Google Scholar

[59] J. Frost, "Multiple regression analysis: Use adjusted R-squared and predicted R-squared to include the correct number of variables," Minitab Blog, vol. 13, no. 6, 2013.

Google Scholar

[60] Minitab Blog Editor, "Multiple Regression Analysis: Use Adjusted R-Squared and Predicted R-Squared to Include the Correct Number of Variables," 2013. [Online]. Available: https://blog.minitab.com/en/adventures-in-statistics-2/multiple-regession-analysis-use-adjusted-r-squared-and-predicted-r-squared-to-include-the-correct-number-of-variables.

DOI: 10.1002/9781118445112.stat06627

Google Scholar

[61] F. Moksony and R. Heged, "Small is beautiful. The use and interpretation of R2 in social research," Szociológiai Szemle, Spec. issue, p.130–138, 1990.

Google Scholar

[62] J. Frost, "How to interpret a regression model with low R-squared and low P values," Minitab Inc.(ed) Get. started with minitab, vol. 17, 2014.

Google Scholar

[63] J. Frost, "Regression analysis: How do I interpret R-squared and assess the goodness-of-fit," Minitab Blog, vol. 30, 2013.

Google Scholar

[64] D. Bacs and I. H. Boyaci, "Modeling and optimization I: Usability of response surface methodology," J. Food Eng., vol. 78, no. 3, p.836–845, 2007.

Google Scholar

[65] D. C. Montgomery, Design and Analysis of Experiments, 8th ed. John Wiley & Sons, Inc., 2019.

Google Scholar

[66] M. Lal, D. Dutt, C. H. Tyagi, J. S. Upadhyay, and S. Upadhyay, "Characterization of Anthocephalus cadamba and its delignification by kraft pulping," Tappi J., vol. 9, no. 3, p.30–37, 2010.

DOI: 10.32964/tj9.3.30

Google Scholar

[67] J. Gierer, "Wood Science and Technology," vol. 266, p.241–266, 1980.

Google Scholar

[68] M. Gustavsson, "The Significance of Liquor-to-Wood Ratio on the Reaction Kinetics of Spruce Sulphate Pulping," no. April, 2007.

Google Scholar

[69] Minitab 18 Support, "Contour plots and 3D surface plots," 2019.

Google Scholar

[70] M. Bassiouni and M. Ghazy, "Effect of Temperature and Time on the Kraft Pulping of Egyptian Bagasse," Int. J. Sci. Res., vol. 5, no. 2, p.179–184, 2016.

Google Scholar

[71] H. Li, J. Zhou, J. Zhang, G. Sun, Y. Yang, and F. Liang, "The optimum delignification conditions and delignification course during the pretreatment process of poplar kraft pluping with green liquor pretreatment," ICMREE 2013 - Proc. 2013 Int. Conf. Mater. Renew. Energy Environ., vol. 1, p.345–350, 2013.

DOI: 10.1109/icmree.2013.6893680

Google Scholar

[72] H. Chen, Lignocellulose Biorefinery Feedstock Engineering, 1st ed. China: Woodhead Publishing, 2015.

Google Scholar

[73] D. Fengel and G. Wegener, Wood: Chemistry, Ultrastructure, Reactions, 2nd ed. Berlin and New York: Walter de Gruyter, 1983.

Google Scholar

[74] A. García et al., "Characterization of lignins obtained by selective precipitation," Sep. Purif. Technol., vol. 68, no. 2, p.193–198, 2009.

Google Scholar

[75] O. Ajao, J. Jeaidi, M. Benali, A. M. Restrepo, N. El Mehdi, and Y. Boumghar, "Quantification and variability analysis of lignin optical properties for colour-dependent industrial applications," Molecules, vol. 23, no. 2, 2018.

DOI: 10.3390/molecules23020377

Google Scholar

[76] S. I. Mussatto, M. Fernandes, and I. C. Roberto, "Lignin recovery from brewer's spent grain black liquor," Carbohydr. Polym., vol. 70, no. 2, p.218–223, 2007.

DOI: 10.1016/j.carbpol.2007.03.021

Google Scholar

[77] H. Zhang, S. Fu, and Y. Chen, "Basic understanding of the color distinction of lignin and the proper selection of lignin in color-depended utilizations," Int. J. Biol. Macromol., vol. 147, p.607–615, 2020.

DOI: 10.1016/j.ijbiomac.2020.01.105

Google Scholar

[78] A. Vishtal and A. Kraslawski, "Challenges in industrial applications of technical lignins," BioResources, vol. 6, no. 3, p.3547–3568, 2011.

DOI: 10.15376/biores.6.3.vishtal

Google Scholar

[79] E. Hermiati, L. Risanto, M. A. R. Lubis, R. P. B. Laksana, and A. R. Dewi, "Chemical characterization of lignin from kraft pulping black liquor of Acacia mangium," AIP Conf. Proc., vol. 1803, 2017.

DOI: 10.1063/1.4973132

Google Scholar

[80] M. N. Mohamad Ibrahim, N. Zakaria, C. S. Sipaut, O. Sulaiman, and R. Hashim, "Chemical and thermal properties of lignins from oil palm biomass as a substitute for phenol in a phenol formaldehyde resin production," Carbohydr. Polym., vol. 86, no. 1, p.112–119, 2011.

DOI: 10.1016/j.carbpol.2011.04.018

Google Scholar

[81] O. Faix, "Classification of Lignins from Different Botanical Origins by FT-IR Spectroscopy," Holzforschung, vol. 45, no. s1, p.21–28, 1991.

DOI: 10.1515/hfsg.1991.45.s1.21

Google Scholar

[82] K. Minu, K. K. Jiby, and V. V. N. Kishore, "Isolation and purification of lignin and silica from the black liquor generated during the production of bioethanol from rice straw," Biomass and Bioenergy, vol. 39, p.210–217, 2012.

DOI: 10.1016/j.biombioe.2012.01.007

Google Scholar

[83] F. Bello and A. Chimphango, "Optimization of lignin extraction from alkaline treated mango seed husk by high shear homogenization-assisted organosolv process using response surface methodology," Int. J. Biol. Macromol., vol. 167, no. xxxx, p.1379–1392, 2021.

DOI: 10.1016/j.ijbiomac.2020.11.092

Google Scholar

[84] N. E. El Mansouri, Q. Yuan, and F. Huang, "Characterization of alkaline lignins for use in phenol-formaldehyde and epoxy resins," BioResources, vol. 6, no. 3, p.2647–2662, 2011.

DOI: 10.15376/biores.6.3.2647-2662

Google Scholar

[85] N. H. Do et al., "The novel method to reduce the silica content in lignin recovered from black liquor originating from rice straw," Sci. Rep., vol. 10, no. 1, p.1–10, 2020.

DOI: 10.1038/s41598-020-77867-5

Google Scholar

[86] C. A. Vega-Aguilar, G. Lutz, and J. F. Mata-Segreda, "Phenolic resin derived from Jatropha curcas seed-husk lignin as phenol substitute," UNED Res. J., vol. 7, no. 2, p.217–223, 1969.

DOI: 10.22458/urj.v7i2.1148

Google Scholar

[87] S. Y. Lin and C. W. Dence, Methods in Lignin Chemistry. Springer Series in Wood Science, 1992.

Google Scholar

[88] A. Alzagameem et al., "Lignocellulosic biomass as source for lignin-based environmentally benign antioxidants," Molecules, vol. 23, no. 10, p.1–19, 2018.

DOI: 10.3390/molecules23102664

Google Scholar

[89] N. M. Stark, D. J. Yelle, and U. P. Agarwal, "Techniques for Characterizing Lignin," Lignin Polym. Compos., p.49–66, 2015.

DOI: 10.1016/b978-0-323-35565-0.00004-7

Google Scholar

[90] I. Šurina et al., "Characterization of non-wood lignin precipitated with sulphuric acid of various concentrations," BioResources, vol. 10, no. 1, p.1408–1423, 2015.

DOI: 10.15376/biores.10.1.1408-1423

Google Scholar

[91] M. Jablonský, J. Kočiš, A. Ház, and J. Šima, "Characterization and comparison by UV spectroscopy of precipitated lignins and commercial lignosulfonates," Cellul. Chem. Technol., vol. 49, no. 3–4, p.267–274, 2015.

Google Scholar

[92] X. Pan and J. N. Saddler, "Effect of replacing polyol by organosolv and kraft lignin on the property and structure of rigid polyurethane foam," Biotechnol. Biofuels, vol. 6, no. 1, p.1–10, 2013.

DOI: 10.1186/1754-6834-6-12

Google Scholar

[93] C. Huang, J. He, R. Narron, Y. Wang, and Q. Yong, "Characterization of Kraft Lignin Fractions Obtained by Sequential Ultrafiltration and Their Potential Application as a Biobased Component in Blends with Polyethylene," ACS Sustain. Chem. Eng., vol. 5, no. 12, p.11770–11779, 2017.

DOI: 10.1021/acssuschemeng.7b03415

Google Scholar

[94] F. E. Brauns and D. A. Brauns, The Chemistry of Lignin, 1st ed. Academic Press, 1960.

Google Scholar

[95] M. Zhao, J. Jing, Y. Zhu, X. Yang, X. Wang, and Z. Wang, "Preparation and performance of lignin – phenol – formaldehyde adhesives," Int. J. Adhes. Adhes., vol. 64, p.163–167, 2016.

DOI: 10.1016/j.ijadhadh.2015.10.010

Google Scholar

[96] W. Zhang, Y. Ma, Y. Xu, C. Wang, and F. Chu, "Lignocellulosic ethanol residue-based lignin-phenol-formaldehyde resin adhesive," Int. J. Adhes. Adhes., vol. 40, p.11–18, 2013.

DOI: 10.1016/j.ijadhadh.2012.08.004

Google Scholar

[97] S. Yang, J.-Q. Wu, Y. Zhang, T.-Q. Yuan, and R.-C. Sun, "Preparation of Lignin-Phenol-Formaldehyde Resin Adhesive Based on Active Sites of Technical Lignin," J. Biobased Mater. Bioenergy, vol. 9, p.266–272, 2015.

DOI: 10.1166/jbmb.2015.1514

Google Scholar

[98] S. Kalami, M. Arefmanesh, E. Master, and M. Nejad, "Replacing 100% of phenol in phenolic adhesive formulations with lignin," J. Appl. Polym. Sci., vol. 134, no. 30, p.45124, 2017.

DOI: 10.1002/app.45124

Google Scholar

[99] N. Tachon, B. Benjelloun-Mlayah, and M. Delmas, "Organosolv wheat straw lignin as a phenol substitute for green phenolic resins," BioResources, vol. 11, no. 3, p.5797–5815, 2016.

DOI: 10.15376/biores.11.3.5797-5815

Google Scholar

[100] Minitab 18 Support, "Lack-of-fit and lack-of-fit tests," 2019.

Google Scholar

[101] Khan, M. A., Ashraf, S. M., & Malhotra, V. P. (2004). Development and characterization of a wood adhesive using bagasse lignin. International Journal of Adhesion and Adhesives, 24(6), 485–493.

DOI: 10.1016/j.ijadhadh.2004.01.003

Google Scholar

[102] Danielson, B., & Simonson, R. (1998). Kraft lignin in phenol formaldehyde resin. Part 1. Partial replacement of phenol by kraft lignin in phenol formaldehyde adhesives for plywood. Journal of Adhesion Science and Technology, 12(9), 923–939.

DOI: 10.1163/156856198X00542

Google Scholar

[103] Abdelwahab, N. A., & Nassar, M. A. (2011). Preparation, optimisation and characterisation of lignin phenol formaldehyde resin as wood adhesive. Pigment & Resin Technology, 40(3), 169–174.

DOI: 10.1108/03699421111130432

Google Scholar