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Environmental sustainability assessment of wooden furniture produced in Pakistan

Avaliação da sustentabilidade ambiental de móveis de madeira produzidos no Paquistão

Abstract

Life cycle assessment was carried out for a conventional wooden furniture set produced in Mardan division of the Khyber Pakhtunkhwa province of Pakistan during 2018-19. Primary data regarding inputs and outputs were collected through questionnaire surveys from 100 conventional wooden furniture set manufacturers, 50 in district Mardan and 50 in district Swabi. In the present study, cradle-to-gate life cycle assessment approach was applied for a functional unit of one conventional wooden furniture set. Production weighted average data were modelled in the environmental impacts modelling software i.e., SimaPro v.8.5. The results showed that textile used in sofa set, wood preservative for polishing and preventing insects attack and petrol used in generator had the highest contribution to all the environmental impact categories evaluated. Total cumulative energy demand for wooden furniture set manufactured was 30,005 MJ with most of the energy acquired from non-renewable fossil fuel resources.

Keywords:
furniture; LCA; SimaPro; environmental impacts; Mardan; Pakistan

Resumo

A abordagem de avaliação do ciclo de vida foi realizada para um conjunto de móveis de madeira convencional produzido na divisão Mardan da província de Khyber Pakhtunkhwa do Paquistão durante 2018-19. Os dados primários sobre entradas e saídas foram coletados por meio de pesquisas por questionário de 100 fabricantes de conjuntos de móveis de madeira convencionais, 50 no distrito de Mardan e 50 no distrito de Swabi. No presente estudo, a abordagem de avaliação do ciclo de vida do berço ao portão foi aplicada para uma unidade funcional de um conjunto de móveis de madeira convencional. Os dados da média ponderada da produção foram modelados no software de modelagem de impactos ambientais, isto é, SimaPro v.8.5. Os resultados mostraram que os têxteis usados ​​no conjunto de sofás, o preservativo de madeira para polir e prevenir o ataque de insetos e a gasolina usada no gerador tiveram a maior contribuição em todas as categorias de impacto ambiental avaliadas. A demanda total acumulada de energia para o conjunto de móveis de madeira fabricado foi de 30.005 MJ, com a maior parte da energia adquirida de recursos de combustíveis fósseis não renováveis.

Palavras-chave:
móveis; LCA; SimaPro; impactos ambientais; Mardan; Paquistão

1. Introduction

Wood has been used as an efficient raw material for different purposes such as construction, furniture, locomotive interiors, and packing (Nakano et al., 2018NAKANO, K., ANDO, K., TAKIGAWA, M. and HATTORI, N., 2018. Life cycle assessment of wood-based boards produced in Japan and impact of formaldehyde emissions during the use stage. The International Journal of Life Cycle Assessment, vol. 23, no. 4, pp. 957-969. http://dx.doi.org/10.1007/s11367-017-1343-6.
http://dx.doi.org/10.1007/s11367-017-134...
; Gasol et al., 2008GASOL, C.M., FARRENY, R., GABARRELL, X. and RIERADEVALL, J., 2008. Life cycle assessment comparison among different reuse intensities for industrial wooden containers. The International Journal of Life Cycle Assessment, vol. 13, no. 5, pp. 421-431. http://dx.doi.org/10.1007/s11367-008-0005-0.
http://dx.doi.org/10.1007/s11367-008-000...
). Wood is the most favorable material by the industries (Werner and Nebel, 2007WERNER, F. and NEBEL, B., 2007. Wood and other renewable resources. The International Journal of Life Cycle Assessment, vol. 12, no. 7, pp. 462-463. http://dx.doi.org/10.1065/lca2007.10.362.
http://dx.doi.org/10.1065/lca2007.10.362...
; Wang et al., 2016WANG, S., SU, D, and ZHU, S., 2016. A comparative study on life cycle assessment of typical wood base furniture. In: Proceedings of the 2016 5th International Conference on Sustainable Energy and Environment Engineering (ICSEEE 2016), 2016, Zhuhai, China. The Netherlands: Atlantis Press. http://dx.doi.org/10.2991/icseee-16.2016.115.
http://dx.doi.org/10.2991/icseee-16.2016...
) and has multiple benefits such as renewable resource, regenerative fuel, beautiful, pleasant, low weight, high insulation capacity, and act as a carbon sink to fight against climate change; (Puettmann et al., 2010PUETTMANN, M.E., BERGMAN, R., HUBBARD, S., JOHNSON, L., LIPPKE, B., ONEIL, E. and WAGNER, F.G., 2010. Cradle-to-gate life-cycle inventory of US wood products production: CORRIM Phase I and Phase II products. Wood and Fiber Science, vol. 42, pp. 15-28.). Wood based industries include wood panels productions, cork, pulp and paper and paper-boards productions, wooden furniture production, sports industries and paper-board converting and printing industries (González-García et al., 2011GONZÁLEZ-GARCÍA, S., GASOL, C.M., LOZANO, R.G., MOREIRA, M.T., GABARRELL, X., RIERADEVALL I PONS, J. and FEIJOO, G., 2011. Assessing the global warming potential of wooden products from the furniture sector to improve their eco-design. The Science of the Total Environment, vol. 410-411, pp. 16-25. http://dx.doi.org/10.1016/j.scitotenv.2011.09.059. PMid:22000917.
http://dx.doi.org/10.1016/j.scitotenv.20...
). Wooden furniture industry is one of the oldest industries and it produces different durable products used for sitting, eating, working, lying, storage, and supporting (Cordella and Hidalgo, 2016CORDELLA, M. and HIDALGO, C., 2016. Analysis of key environmental areas in the design and labelling of furniture products: application of a screening approach based on a literature review of LCA studies. Sustainable Prod Consumption, vol. 8, pp. 64-77. http://dx.doi.org/10.1016/j.spc.2016.07.002.
http://dx.doi.org/10.1016/j.spc.2016.07....
). Furniture industry uses different raw materials to produce various products such as woods, plastics, textiles, leather and metals (González-García et al., 2012GONZÁLEZ-GARCÍA, S., LOZANO, R.G., MOREIRA, M.T. and GABARRELL, X., 2012. Eco-innovation of a wooden childhood furniture set: an example of environmental solutions in the wood sector. The Science of the Total Environment, vol. 426, pp. 318-326. http://dx.doi.org/10.1016/j.scitotenv.2012.03.077. PMid:22542234.
http://dx.doi.org/10.1016/j.scitotenv.20...
). Wood based products are a carbon reservoir because living trees trapped atmospheric carbon through the process of photosynthesis and absorbed it in their stems. Therefore, wood-based products such as lumber, plywood, fiberboard, etc. reduce the release of stored carbon back into the atmosphere (Karjalainen et al., 2002KARJALAINEN, T., PUSSINEN, A., LISKI, J., NABUURS, G.-J., ERHARD, M., EGGERS, T., SONNTAG, M. and MOHREN, G.M.J., 2002. An approach towards an estimate of the impact of forest management and climate change on the European forest sector carbon budget: germany as a case study. Forest Ecology and Management, vol. 162, no. 1, pp. 87-103. http://dx.doi.org/10.1016/S0378-1127(02)00052-X.
http://dx.doi.org/10.1016/S0378-1127(02)...
; Bergman et al., 2014BERGMAN, R., PUETTMANN, M., TAYLOR, A. and SKOG, K.E., 2014. The carbon impacts of wood products. Forest Products Journal, vol. 64, no. 7-8, pp. 220-231. http://dx.doi.org/10.13073/FPJ-D-14-00047.
http://dx.doi.org/10.13073/FPJ-D-14-0004...
; Skog et al., 2004SKOG, K.E., PINGOUD, K. and SMITH, J.E., 2004. A method country can use to estimate changes in carbon stored in harvested wood products and the uncertainty of such estimates. Environmental Management, vol. 33, no. 1, pp. S65-S73. http://dx.doi.org/10.1007/s00267-003-9118-1.
http://dx.doi.org/10.1007/s00267-003-911...
; Eriksson et al., 2012ERIKSSON, L.O., GUSTAVSSON, L., HÄNNINEN, R., KALLIO, M., LYHYKÄINEN, H., PINGOUD, K., POHJOLA, J., SATHRE, R., SOLBERG, B., SVANAES, J. and VALSTA, L., 2012. Climate change mitigation through increased wood use in the European construction sector towards an integrated modelling framework. European Journal of Forest Research, vol. 131, no. 1, pp. 131-144. http://dx.doi.org/10.1007/s10342-010-0463-3.
http://dx.doi.org/10.1007/s10342-010-046...
). Intergovernmental panel on climate change (IPCC) recommended replacement and substitution of energy-intensive non-wood-based products such as iron, steel and plastic with the wood-based products i.e., lumber, particleboard, plywood fiberboard plywood etc. because of its environmentally favorable nature and carbon-neutrality. However, the wood-based products could not be considered carbon-neutral products if the forest management is not on sustainable basis (IPCC, 2006INTERGOVERNMENTAL PANEL ON CLIMATE CHANGE – IPCC, 2006 [viewed 11 November 2012]. IPCC guidelines for national greenhouse gas inventories [online]. Geneva: IPCC. Energy, no. 2. Available from: http://www.ipcc-nggip.iges.or.jp/public/2006gl/〉vol2.html
http://www.ipcc-nggip.iges.or.jp/public/...
; Hussain et al., 2017HUSSAIN, M., NASEEM MALIK, R. and TAYLOR, A., 2017. Carbon footprint as an environmental sustainability indicator for the particleboard produced in Pakistan. Environmental Research, vol. 155, pp. 385-393. http://dx.doi.org/10.1016/j.envres.2017.02.024. PMid:28288441.
http://dx.doi.org/10.1016/j.envres.2017....
, 2018HUSSAIN, M., MALIK, R.N. and TAYLOR, A., 2018. Environmental profile analysis of particleboard production: a study in a Pakistani technological condition. The International Journal of Life Cycle Assessment, vol. 23, no. 8, pp. 1542-1561. http://dx.doi.org/10.1007/s11367-017-1385-9.
http://dx.doi.org/10.1007/s11367-017-138...
). IPCC reported that about 30% of the total greenhouse gases (GHGs) emissions were contributed by global industrial sector (IPCC, 2014INTERGOVERNMENTAL PANEL ON CLIMATE CHANGE – IPCC, 2014. Summary for policymakers. Climate change: Synthesis report. Geneva: IPCC.; Kucukvar and Samadi, 2015KUCUKVAR, M. and SAMADI, H., 2015. Linking national food production to global supply chain impacts for the energy-climate challenge: the cases of the EU-27 and Turkey. Journal of Cleaner Production, vol. 108, pp. 395-408. http://dx.doi.org/10.1016/j.jclepro.2015.08.117.
http://dx.doi.org/10.1016/j.jclepro.2015...
).

Life Cycle Assessment (LCA) has been recognized the most efficient and sophisticated tool to analyze potential environmental impacts such as ozone depletion potential, eutrophication potential, acidification potential, global warming potential, human toxicity, terrestrial eco-toxicity, marine water eco-toxicity, freshwater eco-toxicity and, photochemical oxidation along all the life-cycle stages of a product and it must be the part of policy-making process for environmental efficient products (ISO, 2006aINTERNATIONAL ORGANIZATION FOR STANDARDIZATION – ISO, 2006a. Environmental management, life cycle assessment, principles and framework. Geneva: ISO., bINTERNATIONAL ORGANIZATION FOR STANDARDIZATION – ISO, 2006b, ISO 14040: environmental management-life cycle assessment principles and framework: wood-based furniture industry. Geneva: ISO.; Baumann and Tillman, 2004BAUMANN, H. and TILLMAN, A.M., 2004. The hitch hiker’s guide to LCA: an orientation in life cycle assessment methodology and application. Lund: Prof Pub Servi.). LCA has four stages which consists of (i) goal and scope definition, (ii) life cycle inventory (LCI), (iii) cycle impact assessment (LCIA), and (iv) life cycle results interpretation (Ika Rinawati et al., 2018IKA RINAWATI, D., SRIYANTO., PUSPITA SARI, D. and CANTYA PRAYODHA, A., 2018. Eco-efficiency analysis of furniture product using life cycle assessment. E3S Web of Conferences, vol. 31, pp. 08005. http://dx.doi.org/10.1051/e3sconf/20183108005.
http://dx.doi.org/10.1051/e3sconf/201831...
). Many LCA studies have shown that wooden products generally have favorable environmental profiles as compared with other competing products such as plastics, concrete, steel and iron (Glover et al., 2002GLOVER, J., WHITE, D.O. and LANGRISH, T.A., 2002. Wood versus concrete and steel in house construction: a life cycle assessment. Journal of Forestry, 100(8), pp. 34-41.; Werner and Nebel, 2007WERNER, F. and NEBEL, B., 2007. Wood and other renewable resources. The International Journal of Life Cycle Assessment, vol. 12, no. 7, pp. 462-463. http://dx.doi.org/10.1065/lca2007.10.362.
http://dx.doi.org/10.1065/lca2007.10.362...
). Many studies have been conducted on LCA of wooden furniture in other countries of the world such as Europe (González-García et al., 2009aGONZÁLEZ-GARCÍA, S., FEIJOO, G., WIDSTEN, P., KANDELBAUER, A., ZIKULNIG-RUSCH, E. and MOREIRA, M.T., 2009a. Environmental performance assessment of hardboard manufacture. The International Journal of Life Cycle Assessment, vol. 14, no. 5, pp. 456-466. http://dx.doi.org/10.1007/s11367-009-0099-z.
http://dx.doi.org/10.1007/s11367-009-009...
), China (Wang et al., 2016WANG, S., SU, D, and ZHU, S., 2016. A comparative study on life cycle assessment of typical wood base furniture. In: Proceedings of the 2016 5th International Conference on Sustainable Energy and Environment Engineering (ICSEEE 2016), 2016, Zhuhai, China. The Netherlands: Atlantis Press. http://dx.doi.org/10.2991/icseee-16.2016.115.
http://dx.doi.org/10.2991/icseee-16.2016...
), Germany (Wenker et al., 2018WENKER, J.L., RICHTER, K. and RÜTER, S., 2018. A methodical approach for systematic life cycle assessment of wood‐based furniture. Journal of Industrial Ecology, vol. 22, no. 4, pp. 671-685. http://dx.doi.org/10.1111/jiec.12581.
http://dx.doi.org/10.1111/jiec.12581...
), and Brazil (Medeiros et al., 2017MEDEIROS, D.L., TAVARES, A.O.C., RAPÔSO, A. and KIPERSTOK, A., 2017. Life cycle assessment in the furniture industry: the case study of an office cabinet. The International Journal of Life Cycle Assessment, vol. 22, no. 11, pp. 1823-1836. http://dx.doi.org/10.1007/s11367-017-1370-3.
http://dx.doi.org/10.1007/s11367-017-137...
). González-García et al. (2012)GONZÁLEZ-GARCÍA, S., LOZANO, R.G., MOREIRA, M.T. and GABARRELL, X., 2012. Eco-innovation of a wooden childhood furniture set: an example of environmental solutions in the wood sector. The Science of the Total Environment, vol. 426, pp. 318-326. http://dx.doi.org/10.1016/j.scitotenv.2012.03.077. PMid:22542234.
http://dx.doi.org/10.1016/j.scitotenv.20...
conducted a comprehensive study on environmental profile of a wooden childhood furniture to propose an effective benchmark for its eco-labeling. The authors applied LCA and Design for Environment (DfE) methods to suggest green and clean substitutes. Likewise, Chaves 2007 conducted studies on LCA of furniture industry to propose better guidelines and greener options for production of sustainable and environmentally preferable wooden furniture products. However, based on our knowledge, so far, no study on LCA of wooden furniture products have been conducted in Pakistan. Presently, furniture markets/sectors become advanced and they adapted environmental-friendly practices and such practices are being considered as a reliable market tool in furniture manufacture industry (Parikka-Alhola 2008PARIKKA-ALHOLA, K., 2008. Promoting environmentally sound furniture by green public procurement. Ecology, vol. 68, no. 1-2, pp. 472-485.). The deforestation rate is estimated in Pakistan and considered it the second highest in the world (IUCN, 2002INTERNATIONAL UNION FOR CONSERVATION OF NATURE AND NATURAL RESOURCES – IUCN [online], 2002 [viewed 20 October 2011]. Cambridge. Available from: www.iucn.org/themes/ssc/redlist2002/rl_news.htm
www.iucn.org/themes/ssc/redlist2002/rl_n...
). World Conservation Union (IUCN) has investigated that with the increase in the current population growth and the use of wood in Pakistan would be 3% increase per year. Hence IUCN (2002)INTERNATIONAL UNION FOR CONSERVATION OF NATURE AND NATURAL RESOURCES – IUCN [online], 2002 [viewed 20 October 2011]. Cambridge. Available from: www.iucn.org/themes/ssc/redlist2002/rl_news.htm
www.iucn.org/themes/ssc/redlist2002/rl_n...
predicted that if Pakistan continues the same rate of deforestation, there forests will be vanished within coming ten or fifteen years (Ali and Benjaminsen, 2004ALI, J. and BENJAMINSEN, T.A., 2004. Fuelwood, timber and deforestation in the Himalayas. Mountain Research and Development, vol. 24, no. 4, pp. 312-318. http://dx.doi.org/10.1659/0276-4741(2004)024[0312:FTADIT]2.0.CO;2.
http://dx.doi.org/10.1659/0276-4741(2004...
). In Pakistan Shisham, Oak, Teak, Chir, Kikar, Deodar woods and bamboo were utilized for furniture manufacture but now a day’s wood panels are mostly used. There are about 60% particleboards are used in Pakistan (Hussain et al., 2017HUSSAIN, M., NASEEM MALIK, R. and TAYLOR, A., 2017. Carbon footprint as an environmental sustainability indicator for the particleboard produced in Pakistan. Environmental Research, vol. 155, pp. 385-393. http://dx.doi.org/10.1016/j.envres.2017.02.024. PMid:28288441.
http://dx.doi.org/10.1016/j.envres.2017....
). Pakistan forest cover is 4.2 million hectares which is about 4.8% of the overall land area of the country (Zaman and Ahmad, 2011ZAMAN, S.B. and AHMAD, S., 2011. Wood supply and demand analysis in Pakistan: key issues. Islamabad: Pak Agriculture Research Council.). Due to rapid increase in population forest cover is also decreasing, because the local people depend on forest resources i.e., house construction, ecotourism, wooden furniture manufacture, fuelwood, and medicinal plants extraction. From 1996 to 2000 about 2.35 million m3 round wood was extracted for industrial use. This study was aimed with the objective was to conduct the life cycle assessment of the wood-based furniture in the Mardan division, KP, to investigates the impacts on local forest and to identify sustainable strategies or greener options for wood-based furniture manufacture in the study area.

2. Materials and Methods

2.1. Study area

The present study was conducted in Mardan division of Khyber Pakhtunkhwa province which comprises of two districts i.e., Mardan and Swabi as can be seen in Figure 1. Mardan district lies on 34° 12' 22.0428” N and 72° 1' 47.2800” E with an elevation of 314 m. District Swabi lies on 34° 7′ 0″ N, 72° 28′ 0″ E with an elevation of 340 m. In this study about 100 furniture industries were visited and considered for data collection, where 100 questionnaires were filled 50 in district Mardan and 50 in district Swabi.

Figure 1
Location map of the study area.

2.2. Study design

2.2.1. Goal and scope definition

The study aim was to conduct a cradle-to-gate life cycle assessment (LCA) of wooden furniture and to identify or investigate the environmental impacts of the wood-based furniture i.e., sofa set, double bed, cupboard, showcase, dressing table, general table and to determine materials flow, energy use, and emission to water, soil and air caused during the production of wood-based furniture set. In addition, to investigate energy sources utilized by wood-based furniture set and their associated environmental impacts and to estimate the deforestation in Mardan Division, KP.

2.2.2. Functional unit

A conventional marriage wood-based furniture set was the functional unit which was considered in the present study. In this study materials used, energy consumption and associated emission (Air, water, and soil) data have been normalized for functional unit of wood-based furniture set in Mardan Division, KPK during 2018-19. The furniture set comprised of double bed, sofa set, show case, cupboard, dressing table and general table. These furniture products were selected because in our culture it is necessary from a bride side to buy these furniture products for their daughters in weddings or marriage ceremony. The standard furniture which is made for every marriage consists of simple double bed, sofa set, show case, cupboard, dressing table and general table. In the present study about 90% of the people ordered a conventional marriage wooden furniture set for their daughter’s and/or sisters’ marriage, however only the rich peoples demand for a unique or antique furniture for their daughter’s/sister’s dowry.

2.2.3. System boundary of the study

System boundary of the study is presented in Figure 2. System boundary of the present study comprised of the main life cycle stages of wood-based furniture manufacture in Mardan division, KP i.e., from forest harvesting/deforestation, in this step forest trees were cut down and then round logs were taken by vehicle to the sawmill for sawing, after sawing the planks were made and then taken to the furniture industry/shops where manufacturing take place after that surface treatment of the products was done. After the surface treatment the finished products packaging was done and then transport to the distribution centers.

Figure 2
System boundary of the study.

2.2.4. Life cycle inventory

A detailed questionnaire-based surveys were conducted in Mardan Division and data about inputs/outputs, energy consumption was collected. A total of 100 local furniture industries/shops were visited for the collection of relevant data in the study area. 50 questionnaires were filled in each district. Production-weighted average values were calculated for the primary data from the hundred furniture industries/shops (Equation 1). The variation in the data was calculated as the weighted coefficient of variation (CVw) using Equations 2 and 3 below.

x ¯ w = w x x (1)
S d w = i = 1 N w i ( X i x w ) ¯ ² x N ´ N ´ 1 i = 1 N wi (2)
C V w = S d w x ¯ w (3)

2.2.5. Life cycle impact assessment

The data was analyzed by using SimaPro v8.5 (Wang et al., 2016WANG, S., SU, D, and ZHU, S., 2016. A comparative study on life cycle assessment of typical wood base furniture. In: Proceedings of the 2016 5th International Conference on Sustainable Energy and Environment Engineering (ICSEEE 2016), 2016, Zhuhai, China. The Netherlands: Atlantis Press. http://dx.doi.org/10.2991/icseee-16.2016.115.
http://dx.doi.org/10.2991/icseee-16.2016...
; Mirabella et al., 2014MIRABELLA, N., CASTELLANI, V. and SALA, S., 2014. LCA for assessing environmental benefit of eco-design strategies and forest wood short supply chain: a furniture case study. The International Journal of Life Cycle Assessment, vol. 19, no. 8, pp. 1536-1550. http://dx.doi.org/10.1007/s11367-014-0757-7.
http://dx.doi.org/10.1007/s11367-014-075...
). This software was developed by PRé-Consultants (González-García et al., 2011GONZÁLEZ-GARCÍA, S., GASOL, C.M., LOZANO, R.G., MOREIRA, M.T., GABARRELL, X., RIERADEVALL I PONS, J. and FEIJOO, G., 2011. Assessing the global warming potential of wooden products from the furniture sector to improve their eco-design. The Science of the Total Environment, vol. 410-411, pp. 16-25. http://dx.doi.org/10.1016/j.scitotenv.2011.09.059. PMid:22000917.
http://dx.doi.org/10.1016/j.scitotenv.20...
). The environmental impact categories were analyzed by using CML 2 baseline 2000 V2.05 methodology in the SimaPro v 8.5 (Wang et al., 2016WANG, S., SU, D, and ZHU, S., 2016. A comparative study on life cycle assessment of typical wood base furniture. In: Proceedings of the 2016 5th International Conference on Sustainable Energy and Environment Engineering (ICSEEE 2016), 2016, Zhuhai, China. The Netherlands: Atlantis Press. http://dx.doi.org/10.2991/icseee-16.2016.115.
http://dx.doi.org/10.2991/icseee-16.2016...
; Mirabella et al., 2014MIRABELLA, N., CASTELLANI, V. and SALA, S., 2014. LCA for assessing environmental benefit of eco-design strategies and forest wood short supply chain: a furniture case study. The International Journal of Life Cycle Assessment, vol. 19, no. 8, pp. 1536-1550. http://dx.doi.org/10.1007/s11367-014-0757-7.
http://dx.doi.org/10.1007/s11367-014-075...
). Cumulative energy demand (CED) was evaluated for wood-based furniture set in Mardan Division during 2018-19. The CED subcategories were, non-renewable nuclear, renewable biomass, renewable water and non-renewable fossil (Wang et al., 2016WANG, S., SU, D, and ZHU, S., 2016. A comparative study on life cycle assessment of typical wood base furniture. In: Proceedings of the 2016 5th International Conference on Sustainable Energy and Environment Engineering (ICSEEE 2016), 2016, Zhuhai, China. The Netherlands: Atlantis Press. http://dx.doi.org/10.2991/icseee-16.2016.115.
http://dx.doi.org/10.2991/icseee-16.2016...
). The allocation of resource input and outputs and their associated impacts were mass-based (Hussain et al., 2017HUSSAIN, M., NASEEM MALIK, R. and TAYLOR, A., 2017. Carbon footprint as an environmental sustainability indicator for the particleboard produced in Pakistan. Environmental Research, vol. 155, pp. 385-393. http://dx.doi.org/10.1016/j.envres.2017.02.024. PMid:28288441.
http://dx.doi.org/10.1016/j.envres.2017....
). In SimaPro v8.5 some substances were not presented in the Eco-invent database such as shellac, nail and sandpaper because it was a faculty licensed. Shellac act as a wood preservative and in SimaPro v.8.5 software shellac was not available as such, so we used wood preservative instead of shellac, sand paper is coated with aluminum oxide, so we used aluminum oxide instead of sand paper, and instead of nail, steel was used in the Eco-invent database in SimaPro v8.5 software for analysis. Estimation of deforestation or wood consumed was calculated into cube meter (m3) unit by using the formula. The wood used in the furniture manufacture data (t dm) were converted into cubic meters by dividing the quantity of wooden mass by density of the species. A variety of tree species (Shisham (Dalbergia sissoo) and kikar (Acacia nilotica)) in variable quantities were used for wooden furniture manufacturing, therefore a general value of wood density for different tree species were applied to convert wood consumption data into the volume unit e.g., 0.85 t dm/m 3 and 0.75 t dm/m3. Wood consumption is usually estimated in unit of cubic meter (m3).

2.3. Estimation of carbon stored, carbon stock, carbon footprint, and net carbon flux

According to Consortium for Research on Renewable Industrial Materials (CORRIM) guidelines 52.4% carbon is stored in biomass (Puettmann et al., 2010PUETTMANN, M.E., BERGMAN, R., HUBBARD, S., JOHNSON, L., LIPPKE, B., ONEIL, E. and WAGNER, F.G., 2010. Cradle-to-gate life-cycle inventory of US wood products production: CORRIM Phase I and Phase II products. Wood and Fiber Science, vol. 42, pp. 15-28.; CORRIM, 2001CONSORTIUM FOR RESEARCH ON RENEWABLE INDUSTRIAL MATERIALS – CORRIM, 2001. Research guidelines for life-cycle inventories. Seattle: University of Washington, 47 p.). Therefore, carbon contents in woody biomass were calculated using CORRIM guideline in the present study. Likewise, carbon footprint can be defined as the sum of all the GHG emissions directly or indirectly caused by a product, or process, usually quantified in mass of carbon dioxide equivalents (CO2e) (Hussain et al., 2017HUSSAIN, M., NASEEM MALIK, R. and TAYLOR, A., 2017. Carbon footprint as an environmental sustainability indicator for the particleboard produced in Pakistan. Environmental Research, vol. 155, pp. 385-393. http://dx.doi.org/10.1016/j.envres.2017.02.024. PMid:28288441.
http://dx.doi.org/10.1016/j.envres.2017....
, 2018HUSSAIN, M., MALIK, R.N. and TAYLOR, A., 2018. Environmental profile analysis of particleboard production: a study in a Pakistani technological condition. The International Journal of Life Cycle Assessment, vol. 23, no. 8, pp. 1542-1561. http://dx.doi.org/10.1007/s11367-017-1385-9.
http://dx.doi.org/10.1007/s11367-017-138...
). Carbon footprint was calculated for wooden furniture set by using SimaPro v 8.5 software. Net carbon flux was calculated for wooden furniture set by subtracting carbon footprint from carbon stock for one conventional wooden furniture set manufactured during 2018-19.

3. Results and Discussion

3.1. Life cycle inventory of inputs and outputs for one wooden furniture set

The materials that were used for unit wood-based furniture set production as an inputs and outputs are listed in Table 1. In the present LCA study a conventional marriage wood-based furniture set was considered which comprised of sofa set, cupboard, showcase, double bed, dressing table and general table. About (2984 kg) round logs and wood panels were used in unit wood-based furniture set (Table 1) in which highest wood and wood panels was consumed in general table (620 kg) and lowest was in dressing table (371 kg). Round wood was acquired from local agroforestry plantations while wood panels were brought from local wood panel wholesale dealers. Our results were in accordance with other studies conducted on LCA of wood-based furniture production, where about (1240 kg) round-wood was used for furniture manufacture in Spain (González-García et al., 2011GONZÁLEZ-GARCÍA, S., GASOL, C.M., LOZANO, R.G., MOREIRA, M.T., GABARRELL, X., RIERADEVALL I PONS, J. and FEIJOO, G., 2011. Assessing the global warming potential of wooden products from the furniture sector to improve their eco-design. The Science of the Total Environment, vol. 410-411, pp. 16-25. http://dx.doi.org/10.1016/j.scitotenv.2011.09.059. PMid:22000917.
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), (678 kg) in China (Wang et al., 2016WANG, S., SU, D, and ZHU, S., 2016. A comparative study on life cycle assessment of typical wood base furniture. In: Proceedings of the 2016 5th International Conference on Sustainable Energy and Environment Engineering (ICSEEE 2016), 2016, Zhuhai, China. The Netherlands: Atlantis Press. http://dx.doi.org/10.2991/icseee-16.2016.115.
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) and (173 kg) Finland (Linkosalmi et al., 2016LINKOSALMI, L., HUSGAFVEL, R., FOMKIN, A., JUNNIKKALA, H., WITIKKALA, T., KAIRI, M. and DAHL, O., 2016. Main factors influencing greenhouse gas emissions of wood-based furniture industry in Finland. Journal of Cleaner Production, vol. 113, pp. 596-605. http://dx.doi.org/10.1016/j.jclepro.2015.11.091.
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). The primary reason for less consumption of round-wood and wood panels in other countries were used of metal and plastic pieces with round-wood and wood panels in furniture products while in the present study furniture set was completely made of pure wood and wood panels. In the production of unit wood-based furniture set, (315 kg) sawdust/wood waste was produced highest sawdust/ wood waste was produced in sofa set production (72 kg), and lowest was in general table (60 kg). While cutting the logs into desirable sizes, wood residues are produced which are used as a fuelwood in homes and factories (Bergman et al., 2014BERGMAN, R., PUETTMANN, M., TAYLOR, A. and SKOG, K.E., 2014. The carbon impacts of wood products. Forest Products Journal, vol. 64, no. 7-8, pp. 220-231. http://dx.doi.org/10.13073/FPJ-D-14-00047.
http://dx.doi.org/10.13073/FPJ-D-14-0004...
; Milota et al., 2007MILOTA, M.R., WEST, C.D. and HARTLEY, I.D., 2007. Gate-to-gate life-cycle inventory of softwood lumber production. Wood and Fiber Science, vol. 37, pp. 47-57.), whereas the saw dust produced is further mixed with urea formaldehyde (UF) resin and used to fill the cracks or hollow spaces in the wood-based doors, windows and furniture. The sawdust is also sold out to the poultry industry for bedding purpose to the chicks (Hussain et al., 2017HUSSAIN, M., NASEEM MALIK, R. and TAYLOR, A., 2017. Carbon footprint as an environmental sustainability indicator for the particleboard produced in Pakistan. Environmental Research, vol. 155, pp. 385-393. http://dx.doi.org/10.1016/j.envres.2017.02.024. PMid:28288441.
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). Our results are in line with Wang et al. (2016)WANG, S., SU, D, and ZHU, S., 2016. A comparative study on life cycle assessment of typical wood base furniture. In: Proceedings of the 2016 5th International Conference on Sustainable Energy and Environment Engineering (ICSEEE 2016), 2016, Zhuhai, China. The Netherlands: Atlantis Press. http://dx.doi.org/10.2991/icseee-16.2016.115.
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, revealed that about (21 kg) sawdust was produced during furniture production in China and 10 kg sawdust was produced in Brazil (Medeiros et al., 2017MEDEIROS, D.L., TAVARES, A.O.C., RAPÔSO, A. and KIPERSTOK, A., 2017. Life cycle assessment in the furniture industry: the case study of an office cabinet. The International Journal of Life Cycle Assessment, vol. 22, no. 11, pp. 1823-1836. http://dx.doi.org/10.1007/s11367-017-1370-3.
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).

Table 1
Material inputs/output for unit wood-based furniture set manufactured in Mardan division during 2018-2019.

About (65.3 kWh) purchased electricity was consumed to produce unit wood-based furniture set in the study area. Electricity consumption in sofa set was high (19 kWh) and was less in double bed production (11.3 kWh). The electricity was purchased from national grid station which is the main source of power to run the machines in wood-based furniture industry in the study area. About (90%) of Pakistan’s electricity is from hydel power. However, in developed countries they generate electricity through multiple sources such as nuclear and fossil fuels. Similar study was conducted by Wang et al. (2016)WANG, S., SU, D, and ZHU, S., 2016. A comparative study on life cycle assessment of typical wood base furniture. In: Proceedings of the 2016 5th International Conference on Sustainable Energy and Environment Engineering (ICSEEE 2016), 2016, Zhuhai, China. The Netherlands: Atlantis Press. http://dx.doi.org/10.2991/icseee-16.2016.115.
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in China and the result revealed that electricity consumption was (108 kWh), in Spain (604 kWh) (González-García et al., 2011GONZÁLEZ-GARCÍA, S., GASOL, C.M., LOZANO, R.G., MOREIRA, M.T., GABARRELL, X., RIERADEVALL I PONS, J. and FEIJOO, G., 2011. Assessing the global warming potential of wooden products from the furniture sector to improve their eco-design. The Science of the Total Environment, vol. 410-411, pp. 16-25. http://dx.doi.org/10.1016/j.scitotenv.2011.09.059. PMid:22000917.
http://dx.doi.org/10.1016/j.scitotenv.20...
) in Finland (160 kWh) (Linkosalmi et al., 2016LINKOSALMI, L., HUSGAFVEL, R., FOMKIN, A., JUNNIKKALA, H., WITIKKALA, T., KAIRI, M. and DAHL, O., 2016. Main factors influencing greenhouse gas emissions of wood-based furniture industry in Finland. Journal of Cleaner Production, vol. 113, pp. 596-605. http://dx.doi.org/10.1016/j.jclepro.2015.11.091.
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) in furniture production. The main reason was that most of the electricity was consumed in making wooden frame making, upholstering process of textile and packaging of the finished product. Approximately (3.62 kg) of urea formaldehyde (UF) resin was utilized. UF resin was used to bind the joints of two planks to make the joint more durable and was also used to fill the cracks (Hussain et al., 2017HUSSAIN, M., NASEEM MALIK, R. and TAYLOR, A., 2017. Carbon footprint as an environmental sustainability indicator for the particleboard produced in Pakistan. Environmental Research, vol. 155, pp. 385-393. http://dx.doi.org/10.1016/j.envres.2017.02.024. PMid:28288441.
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). Similar study was conducted in China and they used spraying glue (0.32 kg) and polyvinyl acetate (PVAs) glue (0.3 kg) (Wang et al., 2016WANG, S., SU, D, and ZHU, S., 2016. A comparative study on life cycle assessment of typical wood base furniture. In: Proceedings of the 2016 5th International Conference on Sustainable Energy and Environment Engineering (ICSEEE 2016), 2016, Zhuhai, China. The Netherlands: Atlantis Press. http://dx.doi.org/10.2991/icseee-16.2016.115.
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) and in Turkey (0.4 kg) UF resin was consumed (Mermertas et al., 2018MERMERTAS, M., OZSOY, K. and GLORIA, T.P. and BABUNA, F.G., 2018 [viewed 26 February 2019]. Environmental sustainability of a sofa. In: Proceedings of Eurasia 2018 Waste Management Symposium [online], 2018, Istanbul, Turkey. Istanbul: Yildiz Technical University. Available from: http://www.academia.edu/37878292/Environmental_Sustainability_of_a_Sofa
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) in Finland (2.9 kg) (Linkosalmi et al., 2016LINKOSALMI, L., HUSGAFVEL, R., FOMKIN, A., JUNNIKKALA, H., WITIKKALA, T., KAIRI, M. and DAHL, O., 2016. Main factors influencing greenhouse gas emissions of wood-based furniture industry in Finland. Journal of Cleaner Production, vol. 113, pp. 596-605. http://dx.doi.org/10.1016/j.jclepro.2015.11.091.
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). The major reason for high use of UF resin in our study was because of our furniture set was completely made of wood material and UF resin was used with every plank during assembling while in other studies different materials were utilized with wood material i.e. metals (aluminum) and plastic in production of furniture set so that is why less UF resin was consumed. In the present study about (6.4 kg) of nail, handles, magnets and clips were used in the production wood-based furniture set as. Nail was used in unit furniture set to hold two planks. Handles were used in cupboard, showcase and dressing table doors and drawer for holding while magnets were utilized to keep the doors close automatically. In cupboard, showcase and dressing table doors and drawers approximately (1.7 kg) lock was utilized. These locks were used to lock the doors and drawers. Clips were used only in double bed to tighten the side main planks and to make the double bed more load bearer. Our results are similar with (Wang et al., 2016WANG, S., SU, D, and ZHU, S., 2016. A comparative study on life cycle assessment of typical wood base furniture. In: Proceedings of the 2016 5th International Conference on Sustainable Energy and Environment Engineering (ICSEEE 2016), 2016, Zhuhai, China. The Netherlands: Atlantis Press. http://dx.doi.org/10.2991/icseee-16.2016.115.
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) China where about (4.5 kg) steel was consumed and in Finland (75 kg) steel was utilized (Linkosalmi et al., 2016LINKOSALMI, L., HUSGAFVEL, R., FOMKIN, A., JUNNIKKALA, H., WITIKKALA, T., KAIRI, M. and DAHL, O., 2016. Main factors influencing greenhouse gas emissions of wood-based furniture industry in Finland. Journal of Cleaner Production, vol. 113, pp. 596-605. http://dx.doi.org/10.1016/j.jclepro.2015.11.091.
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). The primary reason for highest use of steel in Finland was because they used screws as well as steel parts in chairs, desks, and cabinet.

To produce unit wood-based about (162 L) petrol was consumed. About (27 L) petrol was used in each item. In Pakistan the energy crises are at peak, to tackle energy or power crises WAPDA do load shedding about 3 to 6 hours daytime. So, during load shedding time the manufacturers used electric generator to produce electricity to run the machines in the shop (Hussain et al., 2017HUSSAIN, M., NASEEM MALIK, R. and TAYLOR, A., 2017. Carbon footprint as an environmental sustainability indicator for the particleboard produced in Pakistan. Environmental Research, vol. 155, pp. 385-393. http://dx.doi.org/10.1016/j.envres.2017.02.024. PMid:28288441.
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). These generators were run by using petrol. In the present study about (40.2 kg) glass was utilized in showcase and dressing table production in the study area in which 23.2 kg was in showcase and (17 kg) was in dressing table. There is no literature available for glass utilization to justify our results. Approximately (20 kg) of cloth was utilized in only one in sofa set production. Cloth was used to cushion the sofa set and to make the sofa set look pleasant. Our results are in line with other studies such as in Turkey Mermertas et al. (2018)MERMERTAS, M., OZSOY, K. and GLORIA, T.P. and BABUNA, F.G., 2018 [viewed 26 February 2019]. Environmental sustainability of a sofa. In: Proceedings of Eurasia 2018 Waste Management Symposium [online], 2018, Istanbul, Turkey. Istanbul: Yildiz Technical University. Available from: http://www.academia.edu/37878292/Environmental_Sustainability_of_a_Sofa
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utilized (4.520 kg) cloth (textile), in Sweden (4.73 kg) cloth was consumed (Dhingra and Gavrish 2016DHINGRA, A. and GAVRISH, D., 2016. Life cycle analysis of furniture (sofa) to estimate CO2 emission savings by Godsinlösen for the year 2015. Lund: Lund University.) and in China (4.32 kg) cloth was used (Wang et al., 2016WANG, S., SU, D, and ZHU, S., 2016. A comparative study on life cycle assessment of typical wood base furniture. In: Proceedings of the 2016 5th International Conference on Sustainable Energy and Environment Engineering (ICSEEE 2016), 2016, Zhuhai, China. The Netherlands: Atlantis Press. http://dx.doi.org/10.2991/icseee-16.2016.115.
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). The cloth consumed in the present study was documented in high amount because our sofa set consists of one large size sofa and two small sizes while in other studies cloth was used only in large size sofa. Around (15 kg) polyethylene foam was consumed in single sofa set production as listed in Table 1. Polyethylene foam was used to make the sofa set comfortable for setting. Similar study was conducted in Turkey on environmental sustainability of a sofa and they also used polyethylene foam (0.052 kg) (Mermertas et al., 2018MERMERTAS, M., OZSOY, K. and GLORIA, T.P. and BABUNA, F.G., 2018 [viewed 26 February 2019]. Environmental sustainability of a sofa. In: Proceedings of Eurasia 2018 Waste Management Symposium [online], 2018, Istanbul, Turkey. Istanbul: Yildiz Technical University. Available from: http://www.academia.edu/37878292/Environmental_Sustainability_of_a_Sofa
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), in China (1.13 kg) foam was consumed (Wang et al., 2016WANG, S., SU, D, and ZHU, S., 2016. A comparative study on life cycle assessment of typical wood base furniture. In: Proceedings of the 2016 5th International Conference on Sustainable Energy and Environment Engineering (ICSEEE 2016), 2016, Zhuhai, China. The Netherlands: Atlantis Press. http://dx.doi.org/10.2991/icseee-16.2016.115.
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), Taiwan (23 kg) foam was used (Chou and Chen, 2011CHOU, Y.K. and CHEN, T.L., 2011. Environmental impact assessment on lifecycle of sofa material. Advanced Materials Research, vol. 287-290, pp. 3032-3035. http://dx.doi.org/10.4028/www.scientific.net/AMR.287-290.3032.
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) and in Sweden (4.15 kg) was utilized (Dhingra and Gavrish, 2016DHINGRA, A. and GAVRISH, D., 2016. Life cycle analysis of furniture (sofa) to estimate CO2 emission savings by Godsinlösen for the year 2015. Lund: Lund University.). The major reason for less amount of polyethylene foam usage in other studies is due to the utilization of other alternative materials such as Polypropylene fiber and Polyethylene foam (Mermertas et al., 2018MERMERTAS, M., OZSOY, K. and GLORIA, T.P. and BABUNA, F.G., 2018 [viewed 26 February 2019]. Environmental sustainability of a sofa. In: Proceedings of Eurasia 2018 Waste Management Symposium [online], 2018, Istanbul, Turkey. Istanbul: Yildiz Technical University. Available from: http://www.academia.edu/37878292/Environmental_Sustainability_of_a_Sofa
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).

The average delivery distance of wood logs and panels for unit woo-based furniture production was (1.2 km) while for UF resin the average delivery distance was (0.05 km as summarized in Table 1. Wang et al. (2016)WANG, S., SU, D, and ZHU, S., 2016. A comparative study on life cycle assessment of typical wood base furniture. In: Proceedings of the 2016 5th International Conference on Sustainable Energy and Environment Engineering (ICSEEE 2016), 2016, Zhuhai, China. The Netherlands: Atlantis Press. http://dx.doi.org/10.2991/icseee-16.2016.115.
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conducted a same study in China and the average delivery of wood log was (1.41 t.km). About (21.7 L) sprit was used in unit wood-based furniture set manufacture. In sofa set production consumed (2.3 L) spirit was utilized while in cupboard, showcase, double bed, and dressing table production (4 L) was consumed and in general table (3 L) was used. Sprit was used in polishing of the sofa set and to prevent from insects such as termites. Our results are in according with other studies conducted in Turkey (Mermertas et al., 2018MERMERTAS, M., OZSOY, K. and GLORIA, T.P. and BABUNA, F.G., 2018 [viewed 26 February 2019]. Environmental sustainability of a sofa. In: Proceedings of Eurasia 2018 Waste Management Symposium [online], 2018, Istanbul, Turkey. Istanbul: Yildiz Technical University. Available from: http://www.academia.edu/37878292/Environmental_Sustainability_of_a_Sofa
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) and the results revealed that polyester resin (0.231 kg) was used for polishing while in Finland acrylic lacquer (2.3 kg) was utilized for shining purposes (Linkosalmi et al., 2016LINKOSALMI, L., HUSGAFVEL, R., FOMKIN, A., JUNNIKKALA, H., WITIKKALA, T., KAIRI, M. and DAHL, O., 2016. Main factors influencing greenhouse gas emissions of wood-based furniture industry in Finland. Journal of Cleaner Production, vol. 113, pp. 596-605. http://dx.doi.org/10.1016/j.jclepro.2015.11.091.
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). In unit wood-based furniture set production (12 kg) shellac was consumed as a wood preservative. About (4 kg) shellac was consumed in each item. Shellac was in solid form when boiled in water it converted into firm liquid then applied on sofa set. The liquid shellac is very shinning, so it gives a pleasant look to the sofa set. Similar study was conducted in Brazil where 4.82 kg varnish was used (Iritani et al., 2015IRITANI, D.R., SILVA, D.L., SAAVEDRA, Y.M.B., GRAEL, P.F.F. and OMETTO, A.R., 2015. Sustainable strategies analysis through Life Cycle Assessment: a case study in a furniture industry. Journal of Cleaner Production, vol. 96, pp. 308-318. http://dx.doi.org/10.1016/j.jclepro.2014.05.029.
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). Around (7.8 kg) cloth was used in the present study. About (1.3 kg) cloth was consumed in each item of unit furniture set. This cloth was used as a brush to apply the paints or varnished on the furniture items. Approximately (7.8 kg) of sandpaper was consumed in unit wood-based furniture set. It was used to make the planks surface smooth of each item i.e., sofa set, cupboard, showcase, double bed dressing table and general table. In the present study about (5.7 kg) lime was used in unit wood-base furniture. This was used to fill the cracks in each item of the furniture. In unit wood-based furniture set production (5.5 kg) color/dye was consumed. There were three colors (brown, golden and black) utilized in the study area. These colors were in powder form it was mixed with liquid shellac and then applied on unit furniture. Our results are in line with other studies conducted in Finland (Linkosalmi et al., 2016LINKOSALMI, L., HUSGAFVEL, R., FOMKIN, A., JUNNIKKALA, H., WITIKKALA, T., KAIRI, M. and DAHL, O., 2016. Main factors influencing greenhouse gas emissions of wood-based furniture industry in Finland. Journal of Cleaner Production, vol. 113, pp. 596-605. http://dx.doi.org/10.1016/j.jclepro.2015.11.091.
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) and Brazil (Iritani et al., 2015IRITANI, D.R., SILVA, D.L., SAAVEDRA, Y.M.B., GRAEL, P.F.F. and OMETTO, A.R., 2015. Sustainable strategies analysis through Life Cycle Assessment: a case study in a furniture industry. Journal of Cleaner Production, vol. 96, pp. 308-318. http://dx.doi.org/10.1016/j.jclepro.2014.05.029.
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) where (0.191 kg) and (4.82 kg) powder paint was consumed respectively. The highest value of powder color/dye in the present study was because we applied in all the item while in other study it was used only on one item i.e., public space chair (Linkosalmi et al., 2016LINKOSALMI, L., HUSGAFVEL, R., FOMKIN, A., JUNNIKKALA, H., WITIKKALA, T., KAIRI, M. and DAHL, O., 2016. Main factors influencing greenhouse gas emissions of wood-based furniture industry in Finland. Journal of Cleaner Production, vol. 113, pp. 596-605. http://dx.doi.org/10.1016/j.jclepro.2015.11.091.
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).

Table 3
Cumulative energy demand for unit wood-based furniture set produced in Mardan division during 2018-19.

3.2. Environmental impacts posed by one wooden furniture set

Environmental impacts posed by unit wooden furniture set production in Mardan division during 2018-19 are tabulated in Table 2. The ten environmental impact categories that were considered in this study were marine aquatic eco-toxicity, ozone layer depletion, abiotic depletion, eutrophication, acidification, human toxicity, fresh water aquatic eco-toxicity, photochemical oxidation, terrestrial eco-toxicity and global warming potentials. The highest environmental impact was posed by marine aquatic eco-toxicity (10,04,804 kg 1,4-DB eq) followed by global warming potentials (1,369 kg CO2 eq) and abiotic depletion (12.9 kg Sb eq). In general table marine aquatic eco-toxicity was high (3,40,847 kg Sb eq) and was low in dressing table (8,1,830 kg Sb eq. The highest global warming was caused in sofa set production (540 kg CO2 eq) and lowest was in dressing table (79 kg CO2 eq). Highest abiotic depletion was posed in the production sofa set and lowest was in cupboard manufacture (1.2 4 kg Sb eq). The major contributor to the potential environmental burden categories were from cloth (textile), shellac (wood preservatives), foam and petrol used in electric generator to produce electricity. Our results are in line with other studies conducted by Wang et al. (2016)WANG, S., SU, D, and ZHU, S., 2016. A comparative study on life cycle assessment of typical wood base furniture. In: Proceedings of the 2016 5th International Conference on Sustainable Energy and Environment Engineering (ICSEEE 2016), 2016, Zhuhai, China. The Netherlands: Atlantis Press. http://dx.doi.org/10.2991/icseee-16.2016.115.
http://dx.doi.org/10.2991/icseee-16.2016...
China and Mermertas et al. (2018)MERMERTAS, M., OZSOY, K. and GLORIA, T.P. and BABUNA, F.G., 2018 [viewed 26 February 2019]. Environmental sustainability of a sofa. In: Proceedings of Eurasia 2018 Waste Management Symposium [online], 2018, Istanbul, Turkey. Istanbul: Yildiz Technical University. Available from: http://www.academia.edu/37878292/Environmental_Sustainability_of_a_Sofa
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Turkey, their results revealed that in manufacturing of wood-based furniture production, transportation of raw materials and textile have the highest contribution to environmental impacts.

Table 2
Environmental impacts posed by unit wood-based furniture set manufactured in Mardan division during 2018-19.

Abiotic is the most considered category in environmental burdens in life cycle assessment. Abiotic depletion was estimated (12.9 kg Sb eq) for unit wood-based furniture set production in the study area during the year 2018-19. Highest abiotic depletion was caused by the production of sofa set and general table (4 kg Sb eq) and lowest was by dressing table (1.2 4 kg Sb eq), respectively. Our results agree with other studies where wooden material production, raw materials transportation, and textile production was the main cause of abiotic depletion. (Wang et al., 2016WANG, S., SU, D, and ZHU, S., 2016. A comparative study on life cycle assessment of typical wood base furniture. In: Proceedings of the 2016 5th International Conference on Sustainable Energy and Environment Engineering (ICSEEE 2016), 2016, Zhuhai, China. The Netherlands: Atlantis Press. http://dx.doi.org/10.2991/icseee-16.2016.115.
http://dx.doi.org/10.2991/icseee-16.2016...
; Mermertas et al., 2018MERMERTAS, M., OZSOY, K. and GLORIA, T.P. and BABUNA, F.G., 2018 [viewed 26 February 2019]. Environmental sustainability of a sofa. In: Proceedings of Eurasia 2018 Waste Management Symposium [online], 2018, Istanbul, Turkey. Istanbul: Yildiz Technical University. Available from: http://www.academia.edu/37878292/Environmental_Sustainability_of_a_Sofa
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). In the present study, acidification estimated for unit wood-based furniture set production in Mardan Division was (8.68 kg SO2 eq). Acidification was high in sofa set and general table production (3 kg SO2 eq) and was low in double bed (0.6 kg SO2 eq), respectively. Our results are in line with other studies conducted in Brazil, where input materials supply, and product distribution was the main cause of acidification (Iritani et al., 2015IRITANI, D.R., SILVA, D.L., SAAVEDRA, Y.M.B., GRAEL, P.F.F. and OMETTO, A.R., 2015. Sustainable strategies analysis through Life Cycle Assessment: a case study in a furniture industry. Journal of Cleaner Production, vol. 96, pp. 308-318. http://dx.doi.org/10.1016/j.jclepro.2014.05.029.
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). While in China and Turkey raw materials transportation, and textile production was the main cause of Acidification (Wang et al., 2016WANG, S., SU, D, and ZHU, S., 2016. A comparative study on life cycle assessment of typical wood base furniture. In: Proceedings of the 2016 5th International Conference on Sustainable Energy and Environment Engineering (ICSEEE 2016), 2016, Zhuhai, China. The Netherlands: Atlantis Press. http://dx.doi.org/10.2991/icseee-16.2016.115.
http://dx.doi.org/10.2991/icseee-16.2016...
; Mermertas et al., 2018MERMERTAS, M., OZSOY, K. and GLORIA, T.P. and BABUNA, F.G., 2018 [viewed 26 February 2019]. Environmental sustainability of a sofa. In: Proceedings of Eurasia 2018 Waste Management Symposium [online], 2018, Istanbul, Turkey. Istanbul: Yildiz Technical University. Available from: http://www.academia.edu/37878292/Environmental_Sustainability_of_a_Sofa
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).

The value of eutrophication was 2.91 kg PO4 eq for unit wood-based furniture set production in the study area. In the present study the highest value of eutrophication was found in sofa set manufacture (1.13 kg PO4eq), and lowest was in showcase production (0.18 kg PO4 eq). Our results are similar to Mermertas et al. (2018)MERMERTAS, M., OZSOY, K. and GLORIA, T.P. and BABUNA, F.G., 2018 [viewed 26 February 2019]. Environmental sustainability of a sofa. In: Proceedings of Eurasia 2018 Waste Management Symposium [online], 2018, Istanbul, Turkey. Istanbul: Yildiz Technical University. Available from: http://www.academia.edu/37878292/Environmental_Sustainability_of_a_Sofa
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Turkey and Wang et al. (2016)WANG, S., SU, D, and ZHU, S., 2016. A comparative study on life cycle assessment of typical wood base furniture. In: Proceedings of the 2016 5th International Conference on Sustainable Energy and Environment Engineering (ICSEEE 2016), 2016, Zhuhai, China. The Netherlands: Atlantis Press. http://dx.doi.org/10.2991/icseee-16.2016.115.
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China, where textile used was responsible for eutrophication.

About 1,369 kg CO2-eq global warming potential was estimated for unit wood-based furniture set production in Mardan division. Global warming value was high in sofa set production (530 kg CO2-eq) and was low in double bed manufacture (63 kg CO2-eq). Similar study was conducted by Iritani et al. (2015)IRITANI, D.R., SILVA, D.L., SAAVEDRA, Y.M.B., GRAEL, P.F.F. and OMETTO, A.R., 2015. Sustainable strategies analysis through Life Cycle Assessment: a case study in a furniture industry. Journal of Cleaner Production, vol. 96, pp. 308-318. http://dx.doi.org/10.1016/j.jclepro.2014.05.029.
http://dx.doi.org/10.1016/j.jclepro.2014...
, in Brazil, Medeiros et al. (2017)MEDEIROS, D.L., TAVARES, A.O.C., RAPÔSO, A. and KIPERSTOK, A., 2017. Life cycle assessment in the furniture industry: the case study of an office cabinet. The International Journal of Life Cycle Assessment, vol. 22, no. 11, pp. 1823-1836. http://dx.doi.org/10.1007/s11367-017-1370-3.
http://dx.doi.org/10.1007/s11367-017-137...
in Germany and the results revealed that most of the global warming potential was caused by raw materials availability and use of medium density particleboard. Mermertas et al. (2018)MERMERTAS, M., OZSOY, K. and GLORIA, T.P. and BABUNA, F.G., 2018 [viewed 26 February 2019]. Environmental sustainability of a sofa. In: Proceedings of Eurasia 2018 Waste Management Symposium [online], 2018, Istanbul, Turkey. Istanbul: Yildiz Technical University. Available from: http://www.academia.edu/37878292/Environmental_Sustainability_of_a_Sofa
http://www.academia.edu/37878292/Environ...
in Turkey also reported that raw material transportation and textile production was responsible for higher global warming potential. The value of ozone layer for unit wood-based furniture set was (0.00392 kg CFC-11 eq) in the study area. In the present study highest value for ozone layer depletion was in sofa set manufacture (0.002 kg CFC-11 eq), followed by general table (0.0018 kg CFC-11 eq), cupboard, showcase, double bed, and dressing table (0.00003 kg CFC-11 eq), respectively. The highest emission was caused by textile in sofa set manufacture in the study area. (>95%). Our results are similar with Iritani et al. (2015)IRITANI, D.R., SILVA, D.L., SAAVEDRA, Y.M.B., GRAEL, P.F.F. and OMETTO, A.R., 2015. Sustainable strategies analysis through Life Cycle Assessment: a case study in a furniture industry. Journal of Cleaner Production, vol. 96, pp. 308-318. http://dx.doi.org/10.1016/j.jclepro.2014.05.029.
http://dx.doi.org/10.1016/j.jclepro.2014...
Brazil and Medeiros et al. (2017)MEDEIROS, D.L., TAVARES, A.O.C., RAPÔSO, A. and KIPERSTOK, A., 2017. Life cycle assessment in the furniture industry: the case study of an office cabinet. The International Journal of Life Cycle Assessment, vol. 22, no. 11, pp. 1823-1836. http://dx.doi.org/10.1007/s11367-017-1370-3.
http://dx.doi.org/10.1007/s11367-017-137...
Germany, where raw materials supply for paperboard and medium density fiberboard and electricity consumption for wood panels was the main reason for ozone layer depletion.

About (1,031 kg 1,4-DB eq) human toxicity was estimated for unit wood-based furniture set production in Mardan division. Highest human toxicity was found in the production of general table (315 kg 1,4-DB eq), and lowest was in showcase (96 kg 1,4-DB eq). Our results agree with Iritani et al. (2015)IRITANI, D.R., SILVA, D.L., SAAVEDRA, Y.M.B., GRAEL, P.F.F. and OMETTO, A.R., 2015. Sustainable strategies analysis through Life Cycle Assessment: a case study in a furniture industry. Journal of Cleaner Production, vol. 96, pp. 308-318. http://dx.doi.org/10.1016/j.jclepro.2014.05.029.
http://dx.doi.org/10.1016/j.jclepro.2014...
Brazil and Medeiros et al. (2017)MEDEIROS, D.L., TAVARES, A.O.C., RAPÔSO, A. and KIPERSTOK, A., 2017. Life cycle assessment in the furniture industry: the case study of an office cabinet. The International Journal of Life Cycle Assessment, vol. 22, no. 11, pp. 1823-1836. http://dx.doi.org/10.1007/s11367-017-1370-3.
http://dx.doi.org/10.1007/s11367-017-137...
Germany where raw material transportation and UF resin used in medium density particleboard production caused the highest human toxicity. Ika Rinawati et al. (2018)IKA RINAWATI, D., SRIYANTO., PUSPITA SARI, D. and CANTYA PRAYODHA, A., 2018. Eco-efficiency analysis of furniture product using life cycle assessment. E3S Web of Conferences, vol. 31, pp. 08005. http://dx.doi.org/10.1051/e3sconf/20183108005.
http://dx.doi.org/10.1051/e3sconf/201831...
in Indonesia highest human toxicity was caused during electricity production. In the present approximately Fresh water aquatic eco-toxicity (1,675 kg 1,4-DB eq) was investigated for unit wood-based furniture set in the study area. Fresh water aquatic eco-toxicity value was high in sofa set and general table manufacture (767 kg 1,4-DB eq) and was low showcase (34 kg 1,4-DB eq). Similar study was conducted in Germany where wastes produced, raw materials transportation and medium density particleboard production have caused highest fresh water aquatic eco-toxicity (Medeiros et al., 2017MEDEIROS, D.L., TAVARES, A.O.C., RAPÔSO, A. and KIPERSTOK, A., 2017. Life cycle assessment in the furniture industry: the case study of an office cabinet. The International Journal of Life Cycle Assessment, vol. 22, no. 11, pp. 1823-1836. http://dx.doi.org/10.1007/s11367-017-1370-3.
http://dx.doi.org/10.1007/s11367-017-137...
). The value of marine aquatic eco-toxicity in the production of sofa set in Mardan division was (1,004,804 kg 1,4-DB eq). this was the highest value recorded of the environment impact categories in unit wood-wood based furniture production in the study area. In the present study highest value for marine aquatic eco-toxicity was investigated in general table production (3,40,847 kg Sb eq) and lowest was in showcase (79,692 kg Sb eq). The primary reason for these higher impacts in fresh and marine water bodies is due to release of VOCs and hydrocarbons to air which ultimately comes to water through hydrological cycle (Hussain et al., 2017HUSSAIN, M., NASEEM MALIK, R. and TAYLOR, A., 2017. Carbon footprint as an environmental sustainability indicator for the particleboard produced in Pakistan. Environmental Research, vol. 155, pp. 385-393. http://dx.doi.org/10.1016/j.envres.2017.02.024. PMid:28288441.
http://dx.doi.org/10.1016/j.envres.2017....
). Similar study was conducted by Mirabella et al. (2014)MIRABELLA, N., CASTELLANI, V. and SALA, S., 2014. LCA for assessing environmental benefit of eco-design strategies and forest wood short supply chain: a furniture case study. The International Journal of Life Cycle Assessment, vol. 19, no. 8, pp. 1536-1550. http://dx.doi.org/10.1007/s11367-014-0757-7.
http://dx.doi.org/10.1007/s11367-014-075...
Italy and the results revealed that most of the eutrophication was caused by iron production that were used in wooden furniture, solid wood panels production and paints.

About (116.17 kg 1,4-DB eq) was calculated for unit wood-based furniture set production in Mardan division. The value for terrestrial eco-toxicity was high in sofa set and general table manufacture (57 kg 1,4-DB eq) and was lowest in showcase (0.49 kg 1,4-DB eq). Our results are with agreement with Mirabella et al. (2014)MIRABELLA, N., CASTELLANI, V. and SALA, S., 2014. LCA for assessing environmental benefit of eco-design strategies and forest wood short supply chain: a furniture case study. The International Journal of Life Cycle Assessment, vol. 19, no. 8, pp. 1536-1550. http://dx.doi.org/10.1007/s11367-014-0757-7.
http://dx.doi.org/10.1007/s11367-014-075...
Italy where iron parts and solid wood panel production was the primary reason for terrestrial eco-toxicity, the emission caused during solid wood production the emission of phosphorous and vanadium was caused from heavy fuel use production. The value of photochemical oxidation in the production of unit wood-based furniture set in Mardan division was (0.4 kg C2H4 eq). In the present study highest value of photochemical oxidation was in the manufacture of sofa set and general table (0.13 kg C2H4 eq) and was low double bed (0.03 kg C2H4 eq), respectively. Our results are in line with Mirabella et al. (2014)MIRABELLA, N., CASTELLANI, V. and SALA, S., 2014. LCA for assessing environmental benefit of eco-design strategies and forest wood short supply chain: a furniture case study. The International Journal of Life Cycle Assessment, vol. 19, no. 8, pp. 1536-1550. http://dx.doi.org/10.1007/s11367-014-0757-7.
http://dx.doi.org/10.1007/s11367-014-075...
Italy and the results showed that highest photochemical oxidation was caused by heavy fuel in the production of solid wood panels for furniture. Iritani et al. (2015)IRITANI, D.R., SILVA, D.L., SAAVEDRA, Y.M.B., GRAEL, P.F.F. and OMETTO, A.R., 2015. Sustainable strategies analysis through Life Cycle Assessment: a case study in a furniture industry. Journal of Cleaner Production, vol. 96, pp. 308-318. http://dx.doi.org/10.1016/j.jclepro.2014.05.029.
http://dx.doi.org/10.1016/j.jclepro.2014...
Brazil where raw material supply and medium density particleboard production was the main reason of photochemical oxidation.

3.3. Cumulative energy demand for wooden furniture set production

Cumulative energy demand (CED) is defined as to quantify the total energy required to produce, use and end-life of a product. CED is a method or way to investigate, examine and declare the product as a sustainable on the bases of energy (Mert et al., 2017MERT, G., LINKE, B.S. and AURICH, J.C., 2017. Analysing the cumulative energy demand of product-service systems for wind turbines. Procedia CIRP, vol. 59, pp. 214-219. http://dx.doi.org/10.1016/j.procir.2016.09.018.
http://dx.doi.org/10.1016/j.procir.2016....
). The four impact categories that were investigated in the present study were renewable water, renewable biomass, non-renewable nuclear, and non-renewable fossil as summarized in Table 3 and Figure 3. During the production process different types of energy was required to run the machines for the manufacturing of unit wood-based furniture set in Mardan Division during 2018-19. Electricity was the main energy source to run the saw for cutting the round logs and wood panels into desirable size and transportation of raw materials. In the present study total CED for unit wood-based furniture set production in Mardan Division during 2018-19, was (30005 MJ) from the four impact categories i.e., renewable water, renewable biomass, non-renewable nuclear, and non-renewable fossil. The highest contribution was from the non-renewable fossil fuels-based energy (24685 MJ) and the lowest contribution was from renewable water (860 MJ). In general table highest energy was acquired from non-renewable fossil fuels which was 7196 MJ followed by sofa set (7186 MJ), showcase and dressing table (2689 MJ), cupboard (2465 MJ), and double bed (2460 MJ). In sofa set production highest energy was consumed from renewable biomass (1171 MJ) and lowest was in double bed (61 MJ). Highest non-renewable nuclear energy was consumed in general table (828 MJ) and lowest was in showcase and dressing table (53 MJ). In sofa set production highest energy was acquired from renewable water which was (265 MJ) and double bed (36 MJ), and was low in showcase and dressing table (34 MJ). All these energies were utilized during the production of electricity and its consumption and transportation of raw materials. Due to the lack of literature availability on cumulate energy demand for unit wood-based furniture set we compared our CED results with wood panel industry to justify our results similar studies was conducted by Hussain et al. (2017)HUSSAIN, M., NASEEM MALIK, R. and TAYLOR, A., 2017. Carbon footprint as an environmental sustainability indicator for the particleboard produced in Pakistan. Environmental Research, vol. 155, pp. 385-393. http://dx.doi.org/10.1016/j.envres.2017.02.024. PMid:28288441.
http://dx.doi.org/10.1016/j.envres.2017....
and Iritani et al. (2015)IRITANI, D.R., SILVA, D.L., SAAVEDRA, Y.M.B., GRAEL, P.F.F. and OMETTO, A.R., 2015. Sustainable strategies analysis through Life Cycle Assessment: a case study in a furniture industry. Journal of Cleaner Production, vol. 96, pp. 308-318. http://dx.doi.org/10.1016/j.jclepro.2014.05.029.
http://dx.doi.org/10.1016/j.jclepro.2014...
and the results showed that most of the energy was used from nonrenewable fossil during transportation and distribution of inputs/outputs, urea formaldehyde production and electricity generation and consumption during all the process.

Figure 3
Cumulative energy demand for unit wood-based furniture set production in Mardan division during 2018-19.

3.4. Volume of total wood harvest for unit wood-based furniture set production

Based on our survey’s information, the total wood consumption of different tree species for unit wood-based furniture set, in Mardan division, KP was equal to 2984 kg during 2018-19. The highest consumption was noted for by Dalbergia sissoo (95%), followed by Acacia nilotica (5%) during 2018-19, as can be seen in Figure 4. All these tree species are grown in the form of agroforestry plantations in the agricultural fields in the study area. These tree species are mostly fast-growing species which do not require any additional inputs of fertilizer, pesticides and water etc., because they are grown on the shelter belts and boundaries of the agricultural fields in the study area. The highest consumption of Dalbergia sissoo, Acacia nilotica in Mardan division, KP is attributed to the farmer’s choice or selection of these tree species to plant in their agricultural fields because of its fast growth, suitability with local climatic conditions and high demand in local market. Agroforestry plantations and private farmlands provide 86% timber and 90% fuelwood supplies to the households in Pakistan (Hussain et al., 2017HUSSAIN, M., NASEEM MALIK, R. and TAYLOR, A., 2017. Carbon footprint as an environmental sustainability indicator for the particleboard produced in Pakistan. Environmental Research, vol. 155, pp. 385-393. http://dx.doi.org/10.1016/j.envres.2017.02.024. PMid:28288441.
http://dx.doi.org/10.1016/j.envres.2017....
). In addition, about 60% of the urban and 90% of the rural households in Pakistan consumes fuelwood for primary energy needs such as heating and cooking (Tahir et al., 2010TAHIR, S.N.A., RAFIQUE, M. and ALAAMER, A.S., 2010. Biomass fuel burning and its implications: deforestation and greenhouse gases emissions in Pakistan. Environmental Pollution, vol. 158, no. 7, pp. 2490-2495. http://dx.doi.org/10.1016/j.envpol.2010.03.017.
http://dx.doi.org/10.1016/j.envpol.2010....
). However, Pakistan has insufficient forest resources and the total area covered by forest is less than 5% and is going to be further decreased due to deforestation and commercial over exploitation, because the annual deforestation rate is 2.1%, which is highest among all the south Asian countries (GOP, 2010GOVERNMENT OF PAKISTAN – GOP, 2010. Economic survey of Pakistan. Islamabad: Economic Advisor’s Wing, Finance Division.). The relative contribution of Dalbergia sissoo to total wood harvest or deforestation was estimated to be 2835 kg based on its density 0.37 kg dry mass (kg d m/set) whereas the density of Acacia nilotica is 0.35 kg d m/set which caused 149 kg deforestation. However, the least contribution to deforestation was estimated for Acacia nilotica, which was 149 kg/set with a wood density of 0.74 kg d m/set in the study area.

Figure 4
Deforestation species wise for unit wood-based furniture set.

3.5. Carbon footprint, carbon stock and net carbon flux of unit wood-based furniture set

Carbon footprint can be defined as sum of all the GHG emissions directly or indirectly caused by a product, process, organization or even a person, usually quantified in terms of tonne or kilogram of carbon dioxide equivalents (CO2e) (Hussain et al., 2017HUSSAIN, M., NASEEM MALIK, R. and TAYLOR, A., 2017. Carbon footprint as an environmental sustainability indicator for the particleboard produced in Pakistan. Environmental Research, vol. 155, pp. 385-393. http://dx.doi.org/10.1016/j.envres.2017.02.024. PMid:28288441.
http://dx.doi.org/10.1016/j.envres.2017....
, 2018HUSSAIN, M., MALIK, R.N. and TAYLOR, A., 2018. Environmental profile analysis of particleboard production: a study in a Pakistani technological condition. The International Journal of Life Cycle Assessment, vol. 23, no. 8, pp. 1542-1561. http://dx.doi.org/10.1007/s11367-017-1385-9.
http://dx.doi.org/10.1007/s11367-017-138...
). The percent average carbon content in wood was considered 52.4% of the mass, according to CORRIM guidelines for performing life cycle inventories on wood products (Puettmann et al., 2010PUETTMANN, M.E., BERGMAN, R., HUBBARD, S., JOHNSON, L., LIPPKE, B., ONEIL, E. and WAGNER, F.G., 2010. Cradle-to-gate life-cycle inventory of US wood products production: CORRIM Phase I and Phase II products. Wood and Fiber Science, vol. 42, pp. 15-28.; CORRIM, 2001CONSORTIUM FOR RESEARCH ON RENEWABLE INDUSTRIAL MATERIALS – CORRIM, 2001. Research guidelines for life-cycle inventories. Seattle: University of Washington, 47 p.). The total carbon content stored in wooden furniture set in Mardan division, KP, Pakistan was (1561 kg) as shown in Table 4 and Figure 5, in which highest carbon was trapped in double bed (335 kg), and lowest was in general table (324 kg). The total carbon stock for unit wood-based furniture in Mardan division during 2018-19 was (-5713 kg) in which highest carbon stock was of cupboard (-787 kg), and lowest of double bed (-1226 kg. In the present study the total carbon footprint for wooden furniture set was (1369 kg CO2 eq) in which sofa set carbon footprint was (540 kg CO2 eq) which was high and lowest was double bed (63 kg CO2 eq). Total net carbon flux for wooden furniture set in the study are was (-4344 kg CO2 eq) in which sofa set was (-459 kg CO2 eq), double bed (-1163 kg CO2 eq).

Table 4
Carbon footprint, carbon stock and net carbon flux of unit wood-based furniture set.
Figure 5
Carbon footprint (CFP), carbon stock (CS) and net carbon flux of unit wood-based furniture set.

4. Conclusions and Recommendations

This paper aimed to conduct the life cycle assessment of wood-based furniture industry and its impacts on local forests of Mardan division, KP, Pakistan. Life cycle inventory data for hardwood lumber manufacture were collected from hundreds (100) furniture shops/industries. The results indicate that textile, petrol, and wood preservatives use had the highest contribution to all the environmental impacts evaluated. In the wooden furniture manufacturing processes, textile was consumed in high amount in sofa set production which has highest contribution in environmental burdens. So, change textile with other materials can lower environmental impacts. The total cumulative energy consumed by unit wood-based furniture set production, was (30005 MJ) The highest contribution was from the non-renewable fossil fuels-based energy (24685 MJ). The most commonly used tree species were by Dalbergia sissoo (95%), and Acacia nilotica (5%). This is the first LCA study of wooden furniture industry in Pakistan, which illustrated total emissions from the raw materials transportation, wooden furniture production, purchased electricity, fossil fuels used in generators in the furniture shops/industry and final product distribution to the market. The research findings also act as a benchmark for other wood-based industries in Pakistan for future research to formulate plans to reduce environmental impacts. There was no furniture industry/shop in the study area that has installed pollution control devices/systems. So, it is highly recommended to install pollution control systems and other precautions to diminish environmental burdens from furniture industry manufacturing process in Mardan division, Pakistan. Use of renewable energy sources such as petrol, solar energy sources instead of fossil fuels such as petrol is also recommended to avoid and minimize GHG and other toxic emissions from wooden furniture set manufacturing process in the study area. Use other competent materials instead of textile (cloth) in sofa set cushion.

Acknowledgements

The authors would like to thank the responding furniture industries and their workers from the selected districts (Mardan and Swabi) of Mardan division, Pakistan for their participation in the questionnaire survey and energy audit program. Any opinions, findings, conclusions, or recommendations expressed in this article are those of the authors and do not necessarily reflect the views of the contributing entities.

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Publication Dates

  • Publication in this collection
    05 Jan 2022
  • Date of issue
    2024

History

  • Received
    09 June 2021
  • Accepted
    31 Aug 2021
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