Enhancement of Pretreatment Feasibility of Lignocellulosic Substrates for Biogas Production with Alkaline Lake Water
Year 2025,
Volume: 30 Issue: 2, 636 - 646, 31.08.2025
Ozan Bekmezci
,
Zehra Şapcı
,
Ezgi Piro
,
Hülya Durmaz
Abstract
To improve the biogas efficiency from lignocellulosic feedstock, an alkaline pretreatment method was investigated based on the sustainable use of a natural resource. A new aspect of this study is the use of water from Lake Van (Lake Van Water, LVW), the world's largest alkaline lake with a surface area of 3,755 km2, located in an agricultural area, instead of alkaline solutions made with chemicals in laboratories. Wheat straw is the main cultivated waste as lignocellulosic feedstock and was also selected for this experiment. The alkaline pretreatment was carried out on a pulverised straw (2 cm max) with the LVW and alkaline water (NaOH solution). The experimental pretreatments were carried out for 120 h at a temperature of 37 °C in a climate-controlled room. Batch tests for anaerobic digestion were conducted for 60 days under mesophilic conditions (37 °C) to assess biochemical methane potentials. The methane yield of both types of pretreated wheat straw gave higher values than untreated wheat straw. It was also indicated that the WS pretreated with the LVW had a higher methane yield than the WS pretreated with the NaOH solution. In this study, an economic feasibility evaluation was also conducted. The LVW was determined to be a better economic alternative to NaOH for the pretreatment of wheat straw, a model lignocellulosic biogas substrate.
Thanks
Authors would like to thank to Fethi ÖZDEMİR (the manager of Adabağ Farm) for supplying inoculation seed and information about the farm; to Tayfun Manto for his help on construction costs; To Erbil Özdemir for his help for illustrations. The authors declare that no funds, grants, or other support were received during the preparation of this manuscript. This project was financed by personal means of authors (Ozan K. Bekmezci and Hülya Durmaz). All experiments and chemical analysis were performed at the laboratory of the Environmental Engineering Department of Bitlis Eren University.
Author Contributions (CRediT)
Ozan K. Bekmezci: Lead author, conceptualization, data curation, formal analysis, funding acquisition, investigation, methodology, project administration, resources, supervision, visualization, writing – original draft, writing – review & editing.
Zehra Sapci: Conceptualization, methodology, data curation, validation, writing – original draft, writing – review & editing.
Ezgi Piro: Investigation, visualization.
Hülya Durmaz: Funding acquisition, resources, supervision, writing – review & editing.
References
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APHA. (1999). Standard Methods for Examination of Water and Wastewater. In American Public Health Association, American Water Works Association and Water Environmental Federation: Washington, DC, USA. American Public Health Association, American Water Works Association and Water Environmental Federation.
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Appels, L., Baeyens, J., Degrève, J., & Dewil, R. (2008). Principles and potential of the anaerobic digestion of waste-activated sludge. Progress in Energy and Combustion Science, 34(6), 755-781. https://doi.org/10.1016/J.PECS.2008.06.002
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Archana, K., Visckram, A. S., Kumar, P. S., Manikandan, S., Saravanan, A., & Natrayan, L. (2024). A review on recent technological breakthroughs in anaerobic digestion of organic biowaste for biogas generation: Challenges towards sustainable development goals. Fuel, 358, 130298. https://doi.org/10.1016/j.fuel.2023.130298
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Asghar, U., Irfan, M., Iram, M., Huma, Z., Nelofer, R., Nadeem, M., & Syed, Q. (2015). Effect of alkaline pretreatment on delignification of wheat straw. Natural Product Research, 29(2), 125–131. https://doi.org/10.1080/14786419.2014.964712
-
Bekmezci, O. K., Sapci-Ayas, Z., & Ucar, D. (2021). Novel gas measurement based on pressure triggered release cycles for biochemical methane potential tests. International Journal of Chemical Reactor Engineering, 19(6), 585–596. https://doi.org/10.1515/ijcre-2020-0244
-
Bertasini, D., Battista, F., Mancini, R., Frison, N., & Bolzonella, D. (2024). Hydrogen and methane production through two stage anaerobic digestion of straw residues. Environmental Research, 247, 118101. https://doi.org/10.1016/j.envres.2024.118101
-
Chandra, R., Takeuchi, H., Hasegawa, T., & Kumar, R. (2012). Improving biodegradability and biogas production of wheat straw substrates using sodium hydroxide and hydrothermal pretreatments. Energy, 43(1), 273–282. https://doi.org/10.1016/j.energy.2012.04.029
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Cheng, X., Huang, Z., Wang, Z., Ma, C., & Chen, S. (2019). A novel on-site wheat straw pretreatment method: Enclosed torrefaction. Bioresource Technology, 281, 48–55. https://doi.org/10.1016/j.biortech.2019.02.075
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Estevez, M. M., Linjordet, R., & Morken, J. (2012). Effects of steam explosion and co-digestion in the methane production from Salix by mesophilic batch assays. Bioresource Technology, 104, 749–756. https://doi.org/10.1016/j.biortech.2011.11.017
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Felföldi, T., Somogyi, B., Márialigeti, K., & Vörös, L. (2009). Characterization of photoautotrophic picoplankton assemblages in turbid, alkaline lakes of the Carpathian Basin (Central Europe). Journal of Limnology, 68(2), 385. https://doi.org/10.4081/jlimnol.2009.385
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Filer, J., Ding, H. H., & Chang, S. (2019). Biochemical methane potential (BMP) assay method for anaerobic digestion research. Water, 11(5), 921. https://doi.org/10.3390/w11050921
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Fjørtoft, K., Morken, J., Hanssen, J. F., & Briseid, T. (2019). Pre-treatment methods for straw for farm-scale biogas plants. Biomass and Bioenergy, 124, 88–94. https://doi.org/10.1016/j.biombioe.2019.03.018
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Font-Palma, C. (2019). Methods for the treatment of cattle manure—a review. C, 5(2), 27. https://doi.org/10.3390/c5020027
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Horn, S. J., Nguyen, Q. D., Westereng, B., Nilsen, P. J., & Eijsink, V. G. H. (2011). Screening of steam explosion conditions for glucose production from non-impregnated wheat straw. Biomass and Bioenergy, 35(12), 4879–4886. https://doi.org/10.1016/j.biombioe.2011.10.013
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Kang, K. E., Jeong, G. T., Sunwoo, C., & Park, D. H. (2012). Pretreatment of rapeseed straw by soaking in aqueous ammonia. Bioprocess and Biosystems Engineering, 35(1), 77-84. https://doi.org/10.1007/s00449-011-0606-z
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Kempe, S., & Kazmierczak, J. (2011). Soda Lakes. In Encyclopedia of Earth Sciences Series (Issue 9781402092114, pp. 824–829). Springer Netherlands. https://doi.org/10.1007/978-1-4020-9212-1_191
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Kimya Borsası. (n.d.). Sodium Hydroxide. Acces date: October 23, 2023. https://www.kimyaborsasi.com.tr/tr/s/sodyum-hidroksit-137.html
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Kumar, S., Gandhi, P., Yadav, M., Paritosh, K., Pareek, N., & Vivekanand, V. (2019). Weak alkaline treatment of wheat and pearl millet straw for enhanced biogas production and its economic analysis. Renewable Energy, 139, 753-764. https://doi.org/10.1016/j.renene.2019.02.133
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Lanzén, A., Simachew, A., Gessesse, A., Chmolowska, D., Jonassen, I., & Øvreås, L. (2013). Surprising prokaryotic and eukaryotic diversity, community structure and biogeography of Ethiopian soda lakes. PLoS One, 8(8), e72577. https://doi.org/10.1371/journal.pone.0072577
-
Li, M., Wang, J., Yang, Y., & Xie, G. (2016). Alkali-based pretreatments distinctively extract lignin and pectin for enhancing biomass saccharification by altering cellulose features in sugar-rich Jerusalem artichoke stem. Bioresource Technology, 208, 31–41. https://doi.org/10.1016/j.biortech.2016.02.053
-
Liu, T., Zhou, X., Li, Z., Wang, X., & Sun, J. (2019). Effects of liquid digestate pretreatment on biogas production for anaerobic digestion of wheat straw. Bioresource Technology, 280, 345–351. https://doi.org/10.1016/j.biortech.2019.01.147
-
Mancini, G., Papirio, S., Lens, P. N. L., & Esposito, G. (2018). Increased biogas production from wheat straw by chemical pretreatments. Renewable Energy, 119, 608–614. https://doi.org/10.1016/j.renene.2017.12.045
-
Ministry of Agriculture and Forestry (Republic of Turkey). (2019). Büyükbaş hayvancilik (siğircilik). https://www.tarimorman.gov.tr/HAYGEM/Belgeler/Hayvancılık/Büyükbaş Hayvancılık/2019 Yılı/Buyukbas_Hayvan_Yetistiriciligi.pdf
-
Rahmani, A. M., Tyagi, V. K., Ahmed, B., Kazmi, A. A., Ojha, C. S. P., & Singh, R. (2022). Critical insights into anaerobic co-digestion of wheat straw with food waste and cattle manure: Synergistic effects on biogas yield and kinetic modeling. Environmental Research, 212, 113382. https://doi.org/10.1016/j.envres.2022.113382
-
Rahmani, A. M., Tyagi, V. K., Kazmi, A. A., & Ojha, C. S. P. (2023). Hydrothermal and thermal-acid pretreatments of wheat straw: Methane yield, recalcitrant formation, process inhibition, kinetic modeling. Energy, 283, 129083. https://doi.org/10.1016/j.energy.2023.129083
-
Rani, P., Bansal, M., & Pathak, V. V. (2022). Experimental and kinetic studies for improvement of biogas production from KOH pretreated wheat straw. Current Research in Green and Sustainable Chemistry, 5, 100283. https://doi.org/10.1016/j.crgsc.2022.100283
-
Reimer, A., Landmann, G., & Kempe, S. (2009). Lake Van, Eastern Anatolia, hydrochemistry and history. Aquatic Geochemistry, 15(1–2), 195–222. https://doi.org/10.1007/s10498-008-9049-9
-
Rynk, R., van de Kamp, M., Willson, G. B., Singley, M. E., Richard, T. L., Kolega, J. J., … & Brinton, W. F. (1992). On-Farm Composting Handbook (ed.). Northeast Regional Agricultural Engineering Service (NRAES). https://hdl.handle.net/1813/67142
-
Sapci, Z. (2013). The effect of microwave pretreatment on biogas production from agricultural straws. Bioresource Technology, 128, 487–494. https://doi.org/10.1016/j.biortech.2012.09.094
-
Sapci, Z., Morken, J., & Linjordet, R. (2013). An investigation of the enhancement of biogas yields from lignocellulosic material using two pretreatment methods: Microwave irradiation and steam explosion. Bioresources, 8(2). https://doi.org/10.15376/biores.8.2.1976-1985
-
Singh, R., Shukla, A., Tiwari, S., & Srivastava, M. (2014). A review on delignification of lignocellulosic biomass for enhancement of ethanol production potential. Renewable and Sustainable Energy Reviews, 32, 713–728. https://doi.org/10.1016/j.rser.2014.01.051
-
Surakasi, V. P., Antony, C. P., Sharma, S., Patole, M. S., & Shouche, Y. S. (2010). Temporal bacterial diversity and detection of putative methanotrophs in surface mats of Lonar crater lake. Journal of Basic Microbiology, 50(5), 465–474. https://doi.org/10.1002/jobm.201000001
-
Xu, F., Mu, L., Wang, Y., Peng, H., Tao, J., & Chen, G. (2024). Pretreatment with rumen fluid improves methane production in the anaerobic digestion of corn straw. Fuel, 363, 130831. https://doi.org/10.1016/j.fuel.2023.130831
-
Yen, H. W., & Brune, D. E. (2007). Anaerobic co-digestion of algal sludge and wastepaper to produce methane. Bioresource Technology, 98(1), 130-134. https://doi.org/10.1016/j.biortech.2005.11.010
-
Yiğit, A., İrak, Z. T., Öztürk, D., Öztürk, E., Alpaslan, D., Şahan, T., & Aktaş, N. (2017). Van gölü suyunun iyon karakterizasyonuyla su kalitesinin belirlenmesi. Journal of the Institute of Science and Technology, 7(4), 169-179.
-
Zhang, Y., Xie, X., Zhao, J., & Wei, X. (2020). The alkali metal occurrence characteristics and its release and conversion during wheat straw pyrolysis. Renewable Energy, 151, 255–262. https://doi.org/10.1016/j.renene.2019.11.013
-
Zheng, Q., Zhou, T., Wang, Y., Cao, X., Wu, S., Zhao, M., … & Guan, X. (2018). Pretreatment of wheat straw leads to structural changes and improved enzymatic hydrolysis. Scientific Reports, 8(1), 1321. https://doi.org/10.1038/s41598-018-19517-5
Lignoselülozik Substratlardan Biyogaz Üretiminde Ön Arıtma Fizibilitesinin Alkali Göl Suyuyla Artırılması
Year 2025,
Volume: 30 Issue: 2, 636 - 646, 31.08.2025
Ozan Bekmezci
,
Zehra Şapcı
,
Ezgi Piro
,
Hülya Durmaz
Abstract
Lignoselülozik hammaddelerden biyogaz üretim verimliliğini artırmak için sürdürülebilir doğal bir kaynağın kullanımına dayanan bir alkali ön-arıtım yöntemi incelenmiştir. Dünyanın en büyük üçüncü gölü ve birinci sodalı gölü olan Van Gölü’nün alkali suyu bu çalışma için seçilmiştir. Lignoselülozik hammadde olarak başlıca tarım atığı olan buğday samanı kullanılmıştır. Azami 2 cm boyundaki parçalanmış buğday samanlarının alkali ön-artımı Van Gölünün bazik suyu ve laboratuvarda hazırlanan bazik su (NaOH çözeltisi) ile muamele edilerek sağlanmıştır. Deneysel ön arıtımlar, iklim kontrollü bir odada 37 °C sıcaklıkta gerçekleştirilmiştir. Biyokimyasal metan potansiyelinin tespiti için, kesikli anaerobik çürütme deneyleri, mezofilik koşullarda (37 °C) 60 gün süreyle yürütülmüştür. Her iki ön artımdan geçmiş buğday samanında da, ön arıtımdan geçmemiş samana kıyasla daha fazla metan eldesi gözlenmiştir. Aynı zamanda, sonuçlar Van Gölü suyuyla muamele edilen buğday samanının NaOH çözeltisiyle muamele edilenden daha yüksek metan eldesi olduğunu göstermektedir. Bu çalışmanda, bir de ekonomik fizibilite değerlendirmesi yapılmıştır. Sonuçlar göstermektedir ki, biyogaz üretimi için lignoselülozik bir substrat olarak buğday samanın ön-artımında, NaOH yerine Van Gölü suyu kullanımı ekonomik olarak avantajlıdır.
References
-
APHA. (1999). Standard Methods for Examination of Water and Wastewater. In American Public Health Association, American Water Works Association and Water Environmental Federation: Washington, DC, USA. American Public Health Association, American Water Works Association and Water Environmental Federation.
-
Appels, L., Baeyens, J., Degrève, J., & Dewil, R. (2008). Principles and potential of the anaerobic digestion of waste-activated sludge. Progress in Energy and Combustion Science, 34(6), 755-781. https://doi.org/10.1016/J.PECS.2008.06.002
-
Archana, K., Visckram, A. S., Kumar, P. S., Manikandan, S., Saravanan, A., & Natrayan, L. (2024). A review on recent technological breakthroughs in anaerobic digestion of organic biowaste for biogas generation: Challenges towards sustainable development goals. Fuel, 358, 130298. https://doi.org/10.1016/j.fuel.2023.130298
-
Asghar, U., Irfan, M., Iram, M., Huma, Z., Nelofer, R., Nadeem, M., & Syed, Q. (2015). Effect of alkaline pretreatment on delignification of wheat straw. Natural Product Research, 29(2), 125–131. https://doi.org/10.1080/14786419.2014.964712
-
Bekmezci, O. K., Sapci-Ayas, Z., & Ucar, D. (2021). Novel gas measurement based on pressure triggered release cycles for biochemical methane potential tests. International Journal of Chemical Reactor Engineering, 19(6), 585–596. https://doi.org/10.1515/ijcre-2020-0244
-
Bertasini, D., Battista, F., Mancini, R., Frison, N., & Bolzonella, D. (2024). Hydrogen and methane production through two stage anaerobic digestion of straw residues. Environmental Research, 247, 118101. https://doi.org/10.1016/j.envres.2024.118101
-
Chandra, R., Takeuchi, H., Hasegawa, T., & Kumar, R. (2012). Improving biodegradability and biogas production of wheat straw substrates using sodium hydroxide and hydrothermal pretreatments. Energy, 43(1), 273–282. https://doi.org/10.1016/j.energy.2012.04.029
-
Cheng, X., Huang, Z., Wang, Z., Ma, C., & Chen, S. (2019). A novel on-site wheat straw pretreatment method: Enclosed torrefaction. Bioresource Technology, 281, 48–55. https://doi.org/10.1016/j.biortech.2019.02.075
-
Estevez, M. M., Linjordet, R., & Morken, J. (2012). Effects of steam explosion and co-digestion in the methane production from Salix by mesophilic batch assays. Bioresource Technology, 104, 749–756. https://doi.org/10.1016/j.biortech.2011.11.017
-
Felföldi, T., Somogyi, B., Márialigeti, K., & Vörös, L. (2009). Characterization of photoautotrophic picoplankton assemblages in turbid, alkaline lakes of the Carpathian Basin (Central Europe). Journal of Limnology, 68(2), 385. https://doi.org/10.4081/jlimnol.2009.385
-
Filer, J., Ding, H. H., & Chang, S. (2019). Biochemical methane potential (BMP) assay method for anaerobic digestion research. Water, 11(5), 921. https://doi.org/10.3390/w11050921
-
Fjørtoft, K., Morken, J., Hanssen, J. F., & Briseid, T. (2019). Pre-treatment methods for straw for farm-scale biogas plants. Biomass and Bioenergy, 124, 88–94. https://doi.org/10.1016/j.biombioe.2019.03.018
-
Font-Palma, C. (2019). Methods for the treatment of cattle manure—a review. C, 5(2), 27. https://doi.org/10.3390/c5020027
-
Horn, S. J., Nguyen, Q. D., Westereng, B., Nilsen, P. J., & Eijsink, V. G. H. (2011). Screening of steam explosion conditions for glucose production from non-impregnated wheat straw. Biomass and Bioenergy, 35(12), 4879–4886. https://doi.org/10.1016/j.biombioe.2011.10.013
-
Kang, K. E., Jeong, G. T., Sunwoo, C., & Park, D. H. (2012). Pretreatment of rapeseed straw by soaking in aqueous ammonia. Bioprocess and Biosystems Engineering, 35(1), 77-84. https://doi.org/10.1007/s00449-011-0606-z
-
Kempe, S., & Kazmierczak, J. (2011). Soda Lakes. In Encyclopedia of Earth Sciences Series (Issue 9781402092114, pp. 824–829). Springer Netherlands. https://doi.org/10.1007/978-1-4020-9212-1_191
-
Kimya Borsası. (n.d.). Sodium Hydroxide. Acces date: October 23, 2023. https://www.kimyaborsasi.com.tr/tr/s/sodyum-hidroksit-137.html
-
Kumar, S., Gandhi, P., Yadav, M., Paritosh, K., Pareek, N., & Vivekanand, V. (2019). Weak alkaline treatment of wheat and pearl millet straw for enhanced biogas production and its economic analysis. Renewable Energy, 139, 753-764. https://doi.org/10.1016/j.renene.2019.02.133
-
Lanzén, A., Simachew, A., Gessesse, A., Chmolowska, D., Jonassen, I., & Øvreås, L. (2013). Surprising prokaryotic and eukaryotic diversity, community structure and biogeography of Ethiopian soda lakes. PLoS One, 8(8), e72577. https://doi.org/10.1371/journal.pone.0072577
-
Li, M., Wang, J., Yang, Y., & Xie, G. (2016). Alkali-based pretreatments distinctively extract lignin and pectin for enhancing biomass saccharification by altering cellulose features in sugar-rich Jerusalem artichoke stem. Bioresource Technology, 208, 31–41. https://doi.org/10.1016/j.biortech.2016.02.053
-
Liu, T., Zhou, X., Li, Z., Wang, X., & Sun, J. (2019). Effects of liquid digestate pretreatment on biogas production for anaerobic digestion of wheat straw. Bioresource Technology, 280, 345–351. https://doi.org/10.1016/j.biortech.2019.01.147
-
Mancini, G., Papirio, S., Lens, P. N. L., & Esposito, G. (2018). Increased biogas production from wheat straw by chemical pretreatments. Renewable Energy, 119, 608–614. https://doi.org/10.1016/j.renene.2017.12.045
-
Ministry of Agriculture and Forestry (Republic of Turkey). (2019). Büyükbaş hayvancilik (siğircilik). https://www.tarimorman.gov.tr/HAYGEM/Belgeler/Hayvancılık/Büyükbaş Hayvancılık/2019 Yılı/Buyukbas_Hayvan_Yetistiriciligi.pdf
-
Rahmani, A. M., Tyagi, V. K., Ahmed, B., Kazmi, A. A., Ojha, C. S. P., & Singh, R. (2022). Critical insights into anaerobic co-digestion of wheat straw with food waste and cattle manure: Synergistic effects on biogas yield and kinetic modeling. Environmental Research, 212, 113382. https://doi.org/10.1016/j.envres.2022.113382
-
Rahmani, A. M., Tyagi, V. K., Kazmi, A. A., & Ojha, C. S. P. (2023). Hydrothermal and thermal-acid pretreatments of wheat straw: Methane yield, recalcitrant formation, process inhibition, kinetic modeling. Energy, 283, 129083. https://doi.org/10.1016/j.energy.2023.129083
-
Rani, P., Bansal, M., & Pathak, V. V. (2022). Experimental and kinetic studies for improvement of biogas production from KOH pretreated wheat straw. Current Research in Green and Sustainable Chemistry, 5, 100283. https://doi.org/10.1016/j.crgsc.2022.100283
-
Reimer, A., Landmann, G., & Kempe, S. (2009). Lake Van, Eastern Anatolia, hydrochemistry and history. Aquatic Geochemistry, 15(1–2), 195–222. https://doi.org/10.1007/s10498-008-9049-9
-
Rynk, R., van de Kamp, M., Willson, G. B., Singley, M. E., Richard, T. L., Kolega, J. J., … & Brinton, W. F. (1992). On-Farm Composting Handbook (ed.). Northeast Regional Agricultural Engineering Service (NRAES). https://hdl.handle.net/1813/67142
-
Sapci, Z. (2013). The effect of microwave pretreatment on biogas production from agricultural straws. Bioresource Technology, 128, 487–494. https://doi.org/10.1016/j.biortech.2012.09.094
-
Sapci, Z., Morken, J., & Linjordet, R. (2013). An investigation of the enhancement of biogas yields from lignocellulosic material using two pretreatment methods: Microwave irradiation and steam explosion. Bioresources, 8(2). https://doi.org/10.15376/biores.8.2.1976-1985
-
Singh, R., Shukla, A., Tiwari, S., & Srivastava, M. (2014). A review on delignification of lignocellulosic biomass for enhancement of ethanol production potential. Renewable and Sustainable Energy Reviews, 32, 713–728. https://doi.org/10.1016/j.rser.2014.01.051
-
Surakasi, V. P., Antony, C. P., Sharma, S., Patole, M. S., & Shouche, Y. S. (2010). Temporal bacterial diversity and detection of putative methanotrophs in surface mats of Lonar crater lake. Journal of Basic Microbiology, 50(5), 465–474. https://doi.org/10.1002/jobm.201000001
-
Xu, F., Mu, L., Wang, Y., Peng, H., Tao, J., & Chen, G. (2024). Pretreatment with rumen fluid improves methane production in the anaerobic digestion of corn straw. Fuel, 363, 130831. https://doi.org/10.1016/j.fuel.2023.130831
-
Yen, H. W., & Brune, D. E. (2007). Anaerobic co-digestion of algal sludge and wastepaper to produce methane. Bioresource Technology, 98(1), 130-134. https://doi.org/10.1016/j.biortech.2005.11.010
-
Yiğit, A., İrak, Z. T., Öztürk, D., Öztürk, E., Alpaslan, D., Şahan, T., & Aktaş, N. (2017). Van gölü suyunun iyon karakterizasyonuyla su kalitesinin belirlenmesi. Journal of the Institute of Science and Technology, 7(4), 169-179.
-
Zhang, Y., Xie, X., Zhao, J., & Wei, X. (2020). The alkali metal occurrence characteristics and its release and conversion during wheat straw pyrolysis. Renewable Energy, 151, 255–262. https://doi.org/10.1016/j.renene.2019.11.013
-
Zheng, Q., Zhou, T., Wang, Y., Cao, X., Wu, S., Zhao, M., … & Guan, X. (2018). Pretreatment of wheat straw leads to structural changes and improved enzymatic hydrolysis. Scientific Reports, 8(1), 1321. https://doi.org/10.1038/s41598-018-19517-5