Abstract
Wood materials from tropical forests are particularly prized for their characteristics and properties. In this regard, wood from the West African forests comes up with an established reputation in the international wood market. Despite this, there has been little research on the properties of timber wood species in this geographical region. This study aims to characterize the main chemical contents and molecular structures of four timber wood species (Daniellia oliveri, Isoberlinia doka, Khaya senegalensis, and Pterocarpus erinaceus) from forests in southern Mali. The wood samples used in this study consisted of 11 wood cross-sections taken from individual planks of commercialized timber originating from three different localities (Kita, Kéniéba, and Sibi). Fourier transform infrared spectroscopy was applied to record 20 spectra per cross-section over 10 cm in the heartwood region. Next, a database made of 220 infrared spectra was analyzed using relative absorbance, FTIR ratios, and multivariate data analysis methods. The results showed that the molecular structure and functional groups in carbohydrate and lignin compounds are suitable to characterize the studied wood species. FTIR signals of polysaccharide compounds with crystalline structures are more abundant in the wood samples of D. oliveri, whereas wood samples of P. erinaceus contain the highest relative amount of lignin compounds with guaiacyl structures. Hemicellulose components are relatively more prolific in I. doka as well as in K. senegalensis. Finally, the results provide valuable details about the chemical properties of the studied wood species, which may be relevant for the assessment of the quality and for the definition of the adequate end-uses.
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Acquah GE, Via BK, Billor N, Fasina OO, Eckhardt LG (2016) Identifying plant part composition of forest logging residue using infrared spectral data and linear discriminant analysis. Sensors 16:1375. https://doi.org/10.3390/s16091375
Adesina JA, Zhu J (2022) Synoptic review of forestry and forest products trade and production in Africa. Mercator 21:1–18. https://doi.org/10.4215/rm2022.e21005
Adjonou K et al (2020) Vulnerability of African Rosewood (Pterocarpus erinaceus, Fabaceae) natural stands to climate change and implications for silviculture in West Africa. Heliyon 6:e04031. https://doi.org/10.1016/j.heliyon.2020.e04031
Åkerholm M, Hinterstoisser B, Salmén L (2004) Characterization of the crystalline structure of cellulose using static and dynamic FT-IR spectroscopy. Carbohydr Res 339:569–578. https://doi.org/10.1016/j.carres.2003.11.012
Allison GG (2011) Application of Fourier Transform Mid-Infrared Spectroscopy (FTIR) for Research into Biomass Feed-Stock, In Fourier Transforms-New Analytical Approaches and FTIR strategies, InTech. ISBN: 978-953-307-232-6
ANRC (African Natural Resources Centre) (2021) Wood processing and trade of wood products in Africa. African Development Bank. Abidjan, Côte d’Ivoire
Arnold R (2004) Khaya senegalensis—current use from its natural range and its potential in Sri Lanka and elsewhere in Asia. Prospects for high-value hardwood timber plantations in the ‘dry’tropics of northern Australia [CD-ROM]. Gympie: Private Forestry North Queensland Association Inc
Auxenfans T, Crônier D, Chabbert B, Paës G (2017) Understanding the structural and chemical changes of plant biomass following steam explosion pretreatment. Biotechnol Biofuels 10:1–16. https://doi.org/10.1186/s13068-017-0718-z
Brandt M, Romankiewicz C, Spiekermann R, Samimi C (2014) Environmental change in time series–An interdisciplinary study in the Sahel of Mali and Senegal. J Arid Environ 105:52–63. https://doi.org/10.1016/j.jaridenv.2014.02.019
Brémaud I (2006) Diversité des bois utilisés ou utilisables en facture d’instruments de musique. Université Montpellier II, Montpellier. Ph.D. thesis, 295 p
Carballo-Meilan A, Goodman AM, Baron MG, Gonzalez-Rodriguez J (2014) A specific case in the classification of woods by FTIR and chemometric: discrimination of Fagales from Malpighiales. Cellulose 21:261–273. https://doi.org/10.1007/s10570-013-0093-2
Carrillo F, Colom X, Sunol JJ, Saurina J (2004) Structural FTIR analysis and thermal characterisation of lyocell and viscose-type fibres. Eur Polym J 40:2229–2234. https://doi.org/10.1016/j.eurpolymj.2004.05.003
Çetinkol ÖP et al (2012) Structural and chemical characterization of hardwood from tree species with applications as bioenergy feedstocks. PLoS ONE 7:e52820. https://doi.org/10.1371/journal.pone.0052820
Chen H (2014) Biotechnology of Lignocellulose-Theory and Practice. Springer, Dordrecht Heidelberg New York London
Chen H, Ferrari C, Angiuli M, Yao J, Raspi C, Bramanti E (2010) Qualitative and quantitative analysis of wood samples by Fourier transform infrared spectroscopy and multivariate analysis. Carbohydr Polym 82:772–778. https://doi.org/10.1016/j.carbpol.2010.05.052
Colom X, Carrillo F (2005) Comparative study of wood samples of the northern area of Catalonia by FTIR. J Wood Chem Technol 25:1–11. https://doi.org/10.1081/WCT-200058231
Colom X, Carrillo F, Nogués F, Garriga P (2003) Structural analysis of photodegraded wood by means of FTIR spectroscopy. Polym Degrad Stab 80:543–549. https://doi.org/10.1016/S0141-3910(03)00051-X
Dumenu WK (2019) Assessing the impact of felling/export ban and CITES designation on exploitation of african rosewood (Pterocarpus erinaceus). Biol Conserv 236:124–133. https://doi.org/10.1016/j.biocon.2019.05.044
Dumett RE (2001) Tropical forests and west African Enterprise: the early history of the Ghana timber Trade. Afr Econ Hist 29:79–116. https://doi.org/10.2307/3601708
Faix O (1991) Classification of lignin’s from different botanical origins by FTIR spectroscopy. Holzforschung 45:21–27. https://doi.org/10.1515/hfsg.1991.45.s1.21
Faix O (1992) Fourier Transform Infrared Spectroscopy. In: Lin SY, Dence CW (eds) Methods in Lignin Chemistry. Springer, Berlin, Heidelberg
Faye MD, Weber JC, Abasse TA, Boureima M, Larwanou M, Bationo AB, Diallo BO, Sigué H, Dakouo J-M, Samaké O, Sonogo Diaité D (2011) Farmers’ preferences for tree functions and species in the West African Sahel. For Trees Livelihoods 20:113–136. https://doi.org/10.1080/14728028.2011.9756702
Genest S, Salzer R, Steiner G (2013) Molecular imaging of paper cross sections by FT-IR spectroscopy and principal component analysis. Anal Bioanal Chem 405:5421–5430. https://doi.org/10.1007/s00216-013-6967-1
Hillis WE (1987) Heartwood and Tree Exudates. Springer Series in Wood Science
Hobro AJ, Kuligowski J, Döll M, Lendl B (2010) Differentiation of walnut wood species and steam treatment using ATR-FTIR and partial least squares discriminant analysis (PLS-DA). Anal Bioanal Chem 398:2713–2722. https://doi.org/10.1007/s00216-010-4199-1
Houehanou TD, Prinz K, Hellwig F, Assogbadjo AE, Gebauer J, Glele Kakaï RL, Sinsin B (2019) Morphological trait variation and relationships of Afzelia africana Sm. Caused by climatic conditions and anthropogenic disturbance in Benin (West Africa). Genet Resour Crop Evol 66:1091–1105. https://doi.org/10.1007/s10722-019-00773-x
Hrčka R, Kučerová V, Hýrošová T, Hönig V (2020) Cell wall saturation limit and selected properties of thermally modified Oak wood and cellulose. Forests 11:640. https://doi.org/10.3390/f11060640
Javier-Astete R, Jimenez-Davalos J, Zolla G (2021) Determination of hemicellulose, cellulose, holocellulose and lignin content using FTIR in Calycophyllum spruceanum (Benth.) K. Schum. And Guazuma crinita Lam. PLoS ONE 16(10):e0256559. https://doi.org/10.1371/journal.pone.0256559
Konaré D (2019) Équations allométriques pour l’évaluation de la biomasse foliaire de trois espèces ligneuses fourragères. Cas de Afzelia africana, Ficus gnaphalocarpa et Pterocarpus erinaceus, des parcours naturels du cercle de Kéniéba au Sud-Ouest du Mali. (Allometric equations for the evaluation of leaf biomass of three woody forage species. The case of Afzelia africana, Ficus gnaphalocarpa and Pterocarpus erinaceus in the rangelands of the Kéniéba circle in south-west Mali) (in French).Revue Africaine des Sciences Sociales et de la Sante Publique 1:29–52
Ky-Dembele C, Bayala J, Kalinganire A, Traoré FT, Koné B, Olivier A (2016) Vegetative propagation of twelve fodder tree species indigenous to the Sahel, West Africa. South For 78:185–192. https://doi.org/10.2989/20702620.2016.1157980
Labbé N, Harper D, Rials T (2006) Chemical structure of Wood Charcoal by Infrared Spectroscopy and Multivariate Analysis. J Agric Food Chem 54:3492–3497. https://doi.org/10.1021/jf053062n
Liland KH, Mevik BH, Canteri R (2022) Baseline Correction of Spectra. R Package version 1.3-4
Lionetto F, Del Sole R, Cannoletta D, Vasapollo G, Maffezzoli A (2012) Monitoring wood degradation during weathering by cellulose crystallinity. Materials 5:1910–1922. https://doi.org/10.3390%2Fma5101910
Lourenço A, Neiva DM, Gominho J, Marques AV, Pereira H (2015) Characterization of lignin in heartwood, sapwood and bark from Tectona grandis using Py–GC–MS/FID. Wood Sci Technol 49:159–175. https://doi.org/10.1007/s00226-014-0684-6
Lourenço A, Araújo S, Gominho J, Evtuguin D (2020) Cellulose structural changes during mild torrefaction of Eucalyptus wood. Polymers 12:2831. https://doi.org/10.3390/polym12122831
Łucejko JJ, Modugno F, Ribechini E, Tamburini D, Colombini MP (2015) Analytical instrumental techniques to study archaeological wood degradation. Appl Spectrosc Rev 50:584–625. https://doi.org/10.1080/05704928.2015.1046181
McCann MC, Hammouri M, Wilson R, Belton P, Roberts K (1992) Fourier transform infrared microspectroscopy is a new way to look at plant cell walls. Plant Physiol 100:1940–1947. https://doi.org/10.1104/pp.100.4.1940
Musha Y, Goring DAI (1975) Distribution of syringyl and guaiacyl moieties in hardwoods as indicated by ultraviolet microscopy. Wood Sci Technol 9:45–58. https://doi.org/10.1007/BF00351914
Musule R, Alarcón-Gutiérrez E, Houbron EP, Bárcenas-Pazos GM, del Rosario Pineda-López M, Domínguez Z, Sánchez-Velásquez LR (2016) Chemical composition of lignocellulosic biomass in the wood of Abies religiosa across an altitudinal gradient. J Wood Sci 62:537–547. https://doi.org/10.1007/s10086-016-1585-0
Nelson ML, O’Connor RT (1964) Relation of certain infrared bands to cellulose crystallinity and crystal lattice type. Part II. A new infrared ratio for estimation of crystallinity in celluloses I and II. J Appl Polym Sci 8:1325–1341. https://doi.org/10.1002/app.1964.070080323
Novaes E, Kirst M, Chiang V, Winter-Sederoff H, Sederoff R (2010) Lignin and biomass: a negative correlation for Wood formation and lignin content in Trees. Plant Physiol 154:555–561. https://doi.org/10.1104%2Fpp.110.161281
Nuopponen MH, Wikberg HI, Birch GM, Jääskeläinen AS, Maunu SL, Vuorinen T, Stewart D (2006) Characterization of 25 tropical hardwoods with Fourier transform infrared, ultraviolet resonance Raman, and 13 C-NMR cross‐polarization/magic‐angle spinning spectroscopy. J Appl Polym Sci 102:810–819. https://doi.org/10.1002/app.24143
Pandey KK (1999) A study of chemical structure of soft and hardwood and wood polymers by FTIR spectroscopy. J Appl Polym Sci 71:1969–1975. https://doi.org/10.1002/(SICI)1097-4628(19990321)71:12%3C1969::AID-APP6%3E3.0.CO;2-D
Pandey KK (2005) A note on the influence of extractives on the photo-discoloration and photo-degradation of wood. Polym Degrad Stab 87:375–379. https://doi.org/10.1016/j.polymdegradstab.2004.09.007
Pereira H, Graça J, Rodrigues JC (2003) Wood chemistry in relation to quality. Wood Qual Its Biol Basis 3:53–86. https://doi.org/10.1002/chin.200446298
Poletto M, Zattera AJ, Santana RM (2012) Structural differences between wood species: evidence from chemical composition, FTIR spectroscopy, and thermogravimetric analysis. J Appl Polym Sci 126:E337–E344. https://doi.org/10.1002/app.36991
Poletto M, Ornaghi Júnior HL, Zattera AJ (2014) Native cellulose: structure, characterization and thermal properties. Materials 7:6105–6119. https://doi.org/10.3390%2Fma7096105
Popescu CM, Singurel G, Popescu MC, Vasile C, Argyropoulos DS, Willfor S (2009) Vibrational spectroscopy and X-ray diffraction methods to establish the differences between hardwood and softwood. Carbohydr Polym 77:851–857. https://doi.org/10.1016/j.carbpol.2009.03.011
Popescu CM, Popescu MC, Singurel G, Vasile C (2010) Structural changes in biodegraded lime wood. Carbohydr Polym 79:362–372. https://doi.org/10.1016/j.carbpol.2009.08.015
Popescu MC, Popescu CM, Lisa G, Sakata Y (2011) Evaluation of morphological and chemical aspects of different wood species by spectroscopy and thermal methods. J Mol Struct 988:65–72. https://doi.org/10.1016/j.molstruc.2010.12.004
Rana R, Langenfeld-Heyser R, Finkeldey R, Polle A (2010) FTIR spectroscopy, chemical and histochemical characterisation of wood and lignin of five tropical timber wood species of the family of Dipterocarpaceae. Wood Sci Technol 44:225–242. https://doi.org/10.1007/s00226-009-0281-2
Santos RB, Capanema EA, Balakshin MY, Chang HM, Jameel H (2012) Lignin structural variation in hardwood species. J Agric Food Chem 60:4923–4930. https://doi.org/10.1021/jf301276a
Segla KN, Kokutse AD, Adjonou K, Langbour P, Chaix G, Guibal D, Kokou K (2015) Caractéristiques biophysiques du bois de Pterocarpus erinaceus (Poir.) En zones guinéenne et soudanienne au Togo. (Biophysical characteristics of Pterocarpus erinaceus (Poir.) wood in the Guinean and Sudanian zones of Togo) (in French). Bois For Trop 324:51–64. https://doi.org/10.19182/bft2015.324.a31266
Segla KN et al (2017) Useful near infrared spectroscopy model calibrations on solid wood samples of Pterocarpus erinaceus (Poir.) For physical, mechanical and colour properties. J Near Infrared Spectrosc 25:256–266. https://doi.org/10.1177/0967033517719376
Sharma V, Yadav J, Kumar R, Tesarova D, Ekielski A, Mishra PK (2020) On the rapid and non-destructive approach for wood identification using ATR-FTIR spectroscopy and chemometric methods. Vib Spectrosc 110:103097. https://doi.org/10.1016/j.vibspec.2020.103097
Sotelo Montes C, Weber JC, Garcia RA, Silva DA, Muñiz GI (2013) Variation in wood color among natural populations of five tree and shrub species in the Sahelian and Sudanian ecozones of Mali. Can J For Res 43:552–562. https://doi.org/10.1139/cjfr-2012-0510
Timell TE (1967) Recent progress in the chemistry of wood hemicelluloses. Wood Sci Technol 1:45–70. https://doi.org/10.1007/BF00592255
Traoré B, Brancheriau L, Perré P, Stevanovic T, Diouf P (2010) Acoustic quality of vène wood (Pterocarpus erinaceus Poir.) For xylophone instrument manufacture in Mali. Ann For Sci 67:815. https://doi.org/10.1051/forest/2010054
Traoré M, Kaal J, Martínez Cortizas A (2016) Application of FTIR spectroscopy to the characterization of archeological wood. Spectrochim Acta A Mol Biomol Spectrosc 156:63–70. https://doi.org/10.1016/j.saa.2015.07.108
Traoré M, Kaal J, Martínez Cortizas A (2018) Differentiation between pine woods according to species and growing location using FTIR-ATR. Wood Sci Technol 52:487–504. https://doi.org/10.1007/s00226-017-0967-9
Uzu J, Bettinger P, Siry J, Mei B (2022) Timber business in West Africa: a review and outlook. Int For Rev 24:240–256. https://doi.org/10.1505/146554822835629578
Whetten RW, MacKay JJ, Sederoff RR (1998) Recent advances in understanding lignin biosynthesis. Annu Rev Plant Biol 49:585–609. https://doi.org/10.1146/annurev.arplant.49.1.585
Winandy JE (2017) Relating wood chemistry and strength: part II. Fundamental relationships between changes in wood chemistry and strength of wood. Wood Fiber Sci 49:2–11
Zhang YL, Chen JB, Lei Y, Zhou Q, Sun SQ, Noda I (2010) Discrimination of different red wine by Fourier-transform infrared and two-dimensional infrared correlation spectroscopy. J Mol Struct 974:144–150. https://doi.org/10.1016/j.molstruc.2010.03.021
Zhou C, Jiang W, Cheng Q, Via BK (2015) Multivariate Calibration and Model Integrity for Wood Chemistry using Fourier transform Infrared Spectroscopy. J Anal Methods Chem 2015:429846. https://doi.org/10.1155/2015/429846
Acknowledgements
The authors would like to thank Dr. Bakary Traoré (Assistant Professor at Katibougou IPR/IFRA, Mali) who provided the wood samples. This research was developed within the framework of the visiting fellowship program for African researchers (Programa BECAS ÁFRICA-MED 2021–2022) of the Spanish Agency for International Development Cooperation (AECID). MT is currently funded by Plan Galego I2C Modalidade A (ED481B-2022-017). We also wish to thank the editor and the two anonymous reviewers for their insightful comments and suggestions.
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All authors contributed to the study conception and design. M.T. conducted research, analysis and interpretation of data, writing—original draft, review and editing. A.M.C. provided critical feedback and contributed to the conceptualization, supervision, data curation, review, and editing. All authors read and approved the final manuscript.
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Traoré, M., Martínez Cortizas, A. Comparative study of four timber wood species in southern Mali (West Africa) by combining FTIR spectroscopy and multivariate analysis. Eur. J. Wood Prod. 81, 1513–1524 (2023). https://doi.org/10.1007/s00107-023-01979-8
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DOI: https://doi.org/10.1007/s00107-023-01979-8