Bioinspired cellulose-based membranes in oily wastewater treatment

Abdul Halim, Lusi Ernawati, Maya Ismayati, Fahimah Martak, Toshiharu Enomae

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Front. Environ. Sci. Eng. ›› 2022, Vol. 16 ›› Issue (7) : 94. DOI: 10.1007/s11783-021-1515-2
REVIEW ARTICLE
REVIEW ARTICLE

Bioinspired cellulose-based membranes in oily wastewater treatment

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Highlights

• Cellulose-based membrane separates oily wastewater mimicking the living things.

• The three central surface mechanisms were reviewed.

• Preparation, performance, and mechanism are critically evaluated.

• First review of wettability based cellulose membrane as major material.

• The current and future importance of the research are discussed.

Abstract

It is challenging to purify oily wastewater, which affects water-energy-food production. One promising method is membrane-based separation. This paper reviews the current research trend of applying cellulose as a membrane material that mimics one of three typical biostructures: superhydrophobic, underwater superoleophobic, and Janus surfaces. Nature has provided efficient and effective structures through the evolutionary process. This has inspired many researchers to create technologies that mimic nature’s structures or the fabrication process. Lotus leaves, fish scales, and Namib beetles are three representative structures with distinct functional and surface properties: superhydrophobic, underwater superoleophobic, and Janus surfaces. The characteristics of these structures have been widely studied and applied to membrane materials to improve their performance. One attractive membrane material is cellulose, which has been studied from the perspective of its biodegradability and sustainability. In this review, the principles, mechanisms, fabrication processes, and membrane performances are summarized and compared. The theory of wettability is also described to build a comprehensive understanding of the concept. Finally, future outlook is discussed to challenge the gap between laboratory and industrial applications.

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Keywords

Cellulose / Bioinspired membrane / Superhydrophobic surface / Underwater superoleophobic surface / Oil-water separation

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Abdul Halim, Lusi Ernawati, Maya Ismayati, Fahimah Martak, Toshiharu Enomae. Bioinspired cellulose-based membranes in oily wastewater treatment. Front. Environ. Sci. Eng., 2022, 16(7): 94 https://doi.org/10.1007/s11783-021-1515-2

References

[1]
Agaba A, Marriam I, Tebyetekerwa M, Yuanhao W (2021). Janus hybrid sustainable all-cellulose nanofiber sponge for oil-water separation. International Journal of Biological Macromolecules, 185: 997–1004
CrossRef Pubmed Google scholar
[2]
Ahmad A L, Chong M F, Bhatia S, Ismail S (2006). Drinking water reclamation from palm oil mill effluent (POME) using membrane technology. Desalination, 191(1–3): 35–44
CrossRef Google scholar
[3]
Ahmed F E, Lalia B S, Hilal N, Hashaikeh R (2014). Underwater superoleophobic cellulose/electrospun PVDF–HFP membranes for efficient oil/water separation. Desalination, 344: 48–54
CrossRef Google scholar
[4]
Almeida A P, Oliveira J, Fernandes S N, Godinho M H, Canejo J P (2020). All-cellulose composite membranes for oil microdroplet collection. Cellulose, 27(8): 4665–4677
CrossRef Google scholar
[5]
Ao C, Hu R, Zhao J, Zhang X, Li Q, Xia T, Zhang W, Lu C (2018). Reusable, salt-tolerant and superhydrophilic cellulose hydrogel-coated mesh for efficient gravity-driven oil/water separation. Chemical Engineering Journal, 338: 271–277
CrossRef Google scholar
[6]
Ao C, Yuan W, Zhao J, He X, Zhang X, Li Q, Xia T, Zhang W, Lu C (2017). Superhydrophilic graphene oxide@electrospun cellulose nanofiber hybrid membrane for high-efficiency oil/water separation. Carbohydrate Polymers, 175: 216–222
CrossRef Pubmed Google scholar
[7]
Arslan O, Aytac Z, Uyar T (2016). Superhydrophobic, hybrid, electrospun cellulose acetate nanofibrous mats for oil/water separation by tailored surface modification. ACS Applied Materials & Interfaces, 8(30): 19747–19754
CrossRef Pubmed Google scholar
[8]
Arumugam V, Kanthapazham R, Zherebtsov D A, Kalimuthu K, Pichaimani P, Muthukaruppan A (2021). Fluorine free TiO2/cyanate ester coated cotton fabric with low surface free energy and rough surface for durable oil–water separation. Cellulose, 28(8): 4847–4863
CrossRef Google scholar
[9]
Ashrafi Z, Hu Z, Lucia L, Krause W (2021). Bacterial superoleophobic fibrous matrices: A naturally occurring liquid-infused system for oil-water separation. Langmuir, 37(8): 2552–2562
CrossRef Pubmed Google scholar
[10]
Barthlott W, Schimmel T, Wiersch S, Koch K, Brede M, Barczewski M, Walheim S, Weis A, Kaltenmaier A, Leder A, Bohn H F (2010). The salvinia paradox: Superhydrophobic surfaces with hydrophilic pins for air retention under water. Advanced Materials, 22(21): 2325–2328
CrossRef Pubmed Google scholar
[11]
Bellanger H, Darmanin T, Taffin de Givenchy E, Guittard F (2014). Chemical and physical pathways for the preparation of superoleophobic surfaces and related wetting theories. Chemical Reviews, 114(5): 2694–2716
CrossRef Pubmed Google scholar
[12]
Bhushan B, Nosonovsky M (2010). The rose petal effect and the modes of superhydrophobicity. Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences,368(1929): 4713–4728
[13]
Brown P S, Bhushan B (2016). Bioinspired materials for water supply and management: water collection, water purification and separation of water from oil. Philosophical Transactions. Series A, Mathematical, Physical, and Engineering Sciences, 374(2073): 20160135
CrossRef Pubmed Google scholar
[14]
Cassie A B D, Baxter S (1944). Wettability of porous surfaces. Transactions of the Faraday Society, 40: 546–551
CrossRef Google scholar
[15]
Cha T G, Yi J W, Moon M W, Lee K R, Kim H Y (2010). Nanoscale patterning of microtextured surfaces to control superhydrophobic robustness. Langmuir, 26(11): 8319–8326
CrossRef Pubmed Google scholar
[16]
Chen X, Weibel J A, Garimella S V (2015). Exploiting microscale roughness on hierarchical superhydrophobic copper surfaces for enhanced dropwise condensation. Advanced Materials Interfaces, 2(3): 1400480
CrossRef Google scholar
[17]
Cheng G, Liao M, Zhao D, Zhou J (2017a). Molecular understanding on the underwater oleophobicity of self-assembled monolayers: zwitterionic versus nonionic. Langmuir, 33(7): 1732–1741
CrossRef Pubmed Google scholar
[18]
Cheng Q, Ye D, Chang C, Zhang L (2017b). Facile fabrication of superhydrophilic membranes consisted of fibrous tunicate cellulose nanocrystals for highly efficient oil/water separation. Journal of Membrane Science, 525: 1–8
CrossRef Google scholar
[19]
Cheng Q Y, An X P, Li Y D, Huang C L, Zeng J B (2017c). Sustainable and biodegradable superhydrophobic coating from epoxidized soybean oil and ZnO nanoparticles on cellulosic substrates for efficient oil/water separation. ACS Sustainable Chemistry & Engineering, 5(12): 11440–11450
CrossRef Google scholar
[20]
Cheng Q Y, Guan C S, Wang M, Li Y D, Zeng J B (2018a). Cellulose nanocrystal coated cotton fabric with superhydrophobicity for efficient oil/water separation. Carbohydrate Polymers, 199: 390–396
CrossRef Pubmed Google scholar
[21]
Cheng Q Y, Liu M C, Li Y D, Zhu J, Du A K, Zeng J B (2018b). Biobased super-hydrophobic coating on cotton fabric fabricated by spray-coating for efficient oil/water separation. Polymer Testing, 66: 41–47
CrossRef Google scholar
[22]
Cho W K, Choi I S (2008). Fabrication of hairy polymeric films inspired by geckos: Wetting and high adhesion properties. Advanced Functional Materials, 18(7): 1089–1096
CrossRef Google scholar
[23]
Chu Z, Feng Y, Seeger S (2015). Oil/water separation with selective superantiwetting/superwetting surface materials. Angewandte Chemie (International ed. in English), 54(8): 2328–2338
CrossRef Pubmed Google scholar
[24]
D’Odorico P, Davis K F, Rosa L, Carr J A, Chiarelli D, Dell’Angelo J, Gephart J, MacDonald G K, Seekell D A, Suweis S, Rulli M C (2018). The global food–energy–water nexus. Reviews of Geophysics, 56(3): 456–531
CrossRef Google scholar
[25]
Dai L, Cheng T, Wang Y, Wang B, Duan C, Ke H, Ni Y (2019). A self-assembling guar gum hydrogel for efficient oil/water separation in harsh environments. Separation and Purification Technology, 225: 129–135
CrossRef Google scholar
[26]
Dai L, Wang B, An X, Zhang L, Khan A, Ni Y (2017). Oil/water interfaces of guar gum-based biopolymer hydrogels and application to their separation. Carbohydrate Polymers, 169: 9–15
CrossRef Pubmed Google scholar
[27]
Ensikat H J, Ditsche-Kuru P, Neinhuis C, Barthlott W (2011). Superhydrophobicity in perfection: the outstanding properties of the lotus leaf. Beilstein Journal of Nanotechnology, 2(1): 152–161
CrossRef Pubmed Google scholar
[28]
Fan J B, Song Y, Wang S, Meng J, Yang G, Guo X, Feng L, Jiang L (2015). Directly coating hydrogel on filter paper for effective oil–water separation in highly acidic, alkaline, and salty environment. Advanced Functional Materials, 25(33): 5368–5375
CrossRef Google scholar
[29]
Fan T, Miao J, Li Z, Cheng B (2019). Bio-inspired robust superhydrophobic-superoleophilic polyphenylene sulfide membrane for efficient oil/water separation under highly acidic or alkaline conditions. Journal of Hazardous Materials, 373: 11–22
CrossRef Pubmed Google scholar
[30]
Fan T, Qian Q, Hou Z, Liu Y, Lu M (2018). Preparation of smart and reversible wettability cellulose fabrics for oil/water separation using a facile and economical method. Carbohydrate Polymers, 200: 63–71
CrossRef Pubmed Google scholar
[31]
Feng J, Nguyen S T, Fan Z, Duong H M (2015). Advanced fabrication and oil absorption properties of super-hydrophobic recycled cellulose aerogels. Chemical Engineering Journal, 270: 168–175
CrossRef Google scholar
[32]
Fu B, Yang Q, Yang F (2020). Flexible underwater oleophobic cellulose aerogels for efficient oil/water separation. ACS Omega, 5(14): 8181–8187
CrossRef Pubmed Google scholar
[33]
Foroughi F, Rezvani Ghomi E, Morshedi Dehaghi F, Borayek R, Ramakrishna S (2021). A review on the life cycle assessment of cellulose: From properties to the potential of making it a low carbon material. Materials (Basel), 14(4): 714
CrossRef Pubmed Google scholar
[34]
Gao X, Wen G, Guo Z (2018). Durable superhydrophobic and underwater superoleophobic cotton fabrics growing zinc oxide nanoarrays for application in separation of heavy/light oil and water mixtures as need. Colloids and Surfaces. A, Physicochemical and Engineering Aspects, 559: 115–126
CrossRef Google scholar
[35]
Gore P M, Dhanshetty M, Balasubramanian K (2016). Bionic creation of nano-engineered Janus fabric for selective oil/organic solvent absorption. RSC Advances, 6(112): 111250–111260
CrossRef Google scholar
[36]
Gore P M, Kandasubramanian B (2018). Heterogeneous wettable cotton based superhydrophobic Janus biofabric engineered with PLA/functionalized-organoclay microfibers for efficient oil–water separation. Journal of Materials Chemistry. A, Materials for Energy and Sustainability, 6(17): 7457–7479
CrossRef Google scholar
[37]
Gu J, Xiao P, Chen P, Zhang L, Wang H, Dai L, Song L, Huang Y, Zhang J, Chen T (2017). Functionalization of biodegradable PLA nonwoven fabric as superoleophilic and superhydrophobic material for efficient oil absorption and oil/water separation. ACS Applied Materials & Interfaces, 9(7): 5968–5973
CrossRef Pubmed Google scholar
[38]
Guo X, Li C, Li C, Wei T, Tong L, Shao H, Zhou Q, Wang L, Liao Y (2019). G-CNTs/PVDF mixed matrix membranes with improved antifouling properties and filtration performance. Frontiers of Environmental Science & Engineering, 13(6): 81
CrossRef Google scholar
[39]
Gupta I, Rai C, Sondergeld C (2019). Study impact of sample treatment and in situ fluids on shale wettability measurement using NMR. Journal of Petroleum Science Engineering, 176: 352–361
CrossRef Google scholar
[40]
Gupta P, Kandasubramanian B (2017). Directional fluid gating by Janus membranes with heterogeneous wetting properties for selective oil–water separation. ACS Applied Materials & Interfaces, 9(22): 19102–19113
CrossRef Pubmed Google scholar
[41]
Halim A, Lin K H, Enomae T (2020a). Biomimicking properties of cellulose nanofiber under ethanol/water mixture. Scientific Reports, 10(1): 21070
CrossRef Pubmed Google scholar
[42]
Halim A, Xu Y, Enomae T (2020b). Fabrication of cellulose sponge: effects of drying process and cellulose nanofiber deposition on the physical strength. ASEAN Journal of Chemical Engineering, 20(1): 1–10
CrossRef Google scholar
[43]
Halim A, Xu Y, Lin K H, Kobayashi M, Kajiyama M, Enomae T (2019). Fabrication of cellulose nanofiber-deposited cellulose sponge as an oil-water separation membrane. Separation and Purification Technology, 224: 322–331
CrossRef Google scholar
[44]
Han S, Sun Q, Zheng H, Li J, Jin C (2016). Green and facile fabrication of carbon aerogels from cellulose-based waste newspaper for solving organic pollution. Carbohydrate Polymers, 136: 95–100
CrossRef Pubmed Google scholar
[45]
Han S W, Kim H J, Woo T G, Jeong J H, Cha B J, Kim Y D (2018). Superhydrophobic fabric resistant to an aqueous surfactant solution as well as pure water for the selective removal of spill oil. ACS Applied Nano Materials, 1(9): 5158–5168
CrossRef Google scholar
[46]
He X, Chen T, Jiang T, Wang C, Luan Y, Liu P, Liu Z (2021). Preparation and adsorption properties of magnetic hydrophobic cellulose aerogels based on refined fibers. Carbohydrate Polymers, 260: 117790
CrossRef Pubmed Google scholar
[47]
He Z, Zhang X, Batchelor W (2016). Cellulose nanofibre aerogel filter with tuneable pore structure for oil/water separation and recovery. RSC Advances, 6(26): 21435–21438
CrossRef Google scholar
[48]
Hsieh C T, Hsu J P, Hsu H H, Lin W H, Juang R S (2016). Hierarchical oil–water separation membrane using carbon fabrics decorated with carbon nanotubes. Surface and Coatings Technology, 286: 148–154
CrossRef Google scholar
[49]
Hu L, Liu Y, Wang Z, Zhou Y, Zhang Y, Liu Y, Li B (2020). A general in situ deposition strategy for synthesis of Janus composite fabrics with Co(CO3)0.5OH·0.11H2O nanoneedles for oil–water separation. ACS Applied Nano Materials, 3(4): 3779–3786
CrossRef Google scholar
[50]
Huang J, Lyu S, Chen Z, Wang S, Fu F (2019a). A facile method for fabricating robust cellulose nanocrystal/SiO2 superhydrophobic coatings. Journal of Colloid and Interface Science, 536: 349–362
CrossRef Pubmed Google scholar
[51]
Huang J, Lyu S, Fu F, Chang H, Wang S (2016). Preparation of superhydrophobic coating with excellent abrasion resistance and durability using nanofibrillated cellulose. RSC Advances, 6(108): 106194–106200
CrossRef Google scholar
[52]
Huang J Y, Li S H, Ge M Z, Wang L N, Xing T L, Chen G Q, Liu X F, Al-Deyab S S, Zhang K Q, Chen T, Lai Y K (2015). Robust superhydrophobic TiO2@ fabrics for UV shielding, self-cleaning and oil–water separation. Journal of Materials Chemistry. A, Materials for Energy and Sustainability, 3(6): 2825–2832
CrossRef Google scholar
[53]
Huang S, Wang D (2017). A simple nanocellulose coating for self-cleaning upon water action: molecular design of stable surface hydrophilicity. Angewandte Chemie (International ed. in English), 56(31): 9053–9057
CrossRef Pubmed Google scholar
[54]
Huang X, Gates I (2020). Apparent contact angle around the periphery of a liquid drop on roughened surfaces. Scientific Reports, 10(1): 8220
CrossRef Pubmed Google scholar
[55]
Huang Y, Zhan H, Li D, Tian H, Chang C (2019b). Tunicate cellulose nanocrystals modified commercial filter paper for efficient oil/water separation. Journal of Membrane Science, 591: 117362
CrossRef Google scholar
[56]
Jeong H E, Kwak M K, Park C I, Suh K Y (2009). Wettability of nanoengineered dual-roughness surfaces fabricated by UV-assisted capillary force lithography. Journal of Colloid and Interface Science, 339(1): 202–207
CrossRef Pubmed Google scholar
[57]
Jiang W, Mao M, Qiu W, Zhu Y, Liang B (2017). Biomimetic superhydrophobic engineering metal surface with hierarchical structure and tunable adhesion: Design of microscale pattern. Industrial & Engineering Chemistry Research, 56(4): 907–919
CrossRef Google scholar
[58]
Kettunen M, Silvennoinen R J, Houbenov N, Nykänen A, Ruokolainen J, Sainio J, Pore V, Kemell M, Ankerfors M, Lindström T, Ritala M, Ras R H A, Ikkala O (2011). Photoswitchable superabsorbency based on nanocellulose aerogels. Advanced Functional Materials, 21(3): 510–517
CrossRef Google scholar
[59]
Khan M Z, Baheti V, Militky J, Ali A, Vikova M (2018). Superhydrophobicity, UV protection and oil/water separation properties of fly ash/Trimethoxy(octadecyl)silane coated cotton fabrics. Carbohydrate Polymers, 202: 571–580
CrossRef Pubmed Google scholar
[60]
Kibler K M, Reinhart D, Hawkins C, Motlagh A M, Wright J (2018). Food waste and the food-energy-water nexus: A review of food waste management alternatives. Waste Management (New York, N.Y.), 74: 52–62
CrossRef Pubmed Google scholar
[61]
Kim D, Livazovic S, Falca G, Nunes S P (2019). Oil–water separation using membranes manufactured from cellulose/ionic liquid solutions. ACS Sustainable Chemistry & Engineering, 7(6): 5649–5659
CrossRef Google scholar
[62]
Koh J J, Lim G J H, Zhou X, Zhang X, Ding J, He C (2019). 3D-printed anti-fouling cellulose mesh for highly efficient oil/water separation applications. ACS Applied Materials & Interfaces, 11(14): 13787–13795
CrossRef Pubmed Google scholar
[63]
Korhonen J T, Huhtamäki T, Ikkala O, Ras R H (2013). Reliable measurement of the receding contact angle. Langmuir, 29(12): 3858–3863
CrossRef Pubmed Google scholar
[64]
Li S, Huang J, Chen Z, Chen G, Lai Y (2017a). A review on special wettability textiles: theoretical models, fabrication technologies and multifunctional applications. Journal of Materials Chemistry. A, Materials for Energy and Sustainability, 5(1): 31–55
CrossRef Google scholar
[65]
Li S, Huang J, Ge M, Cao C, Deng S, Zhang S, Chen G, Zhang K, Al–Deyab S S, Lai Y (2015). Robust flower-like TiO2@ cotton fabrics with special wettability for effective self-cleaning and versatile oil/water separation. Advanced Materials Interfaces, 2(14): 1500220
CrossRef Google scholar
[66]
Li Y, Dai S, John J, Carter K R (2013). Superhydrophobic surfaces from hierarchically structured wrinkled polymers. ACS Applied Materials & Interfaces, 5(21): 11066–11073
CrossRef Pubmed Google scholar
[67]
Li Y, Zhang H, Fan M, Zheng P, Zhuang J, Chen L (2017b). A robust salt-tolerant superoleophobic alginate/graphene oxide aerogel for efficient oil/water separation in marine environments. Scientific Reports, 7(1): 46379
CrossRef Pubmed Google scholar
[68]
Li Y, Zhang H, Ma C, Yin H, Gong L, Duh Y, Feng R (2019a). Durable, cost-effective and superhydrophilic chitosan-alginate hydrogel-coated mesh for efficient oil/water separation. Carbohydrate Polymers, 226: 115279
CrossRef Pubmed Google scholar
[69]
Li Y, Zhu L, Grishkewich N, Tam K C, Yuan J, Mao Z, Sui X (2019b). CO2-responsive cellulose nanofibers aerogels for switchable oil–water separation. ACS Applied Materials & Interfaces, 11(9): 9367–9373
CrossRef Pubmed Google scholar
[70]
Li Y S, Yan L, Xiang C B, Hong L J (2006). Treatment of oily wastewater by organic–inorganic composite tubular ultrafiltration (UF) membranes. Desalination, 196(1–3): 76–83
CrossRef Google scholar
[71]
Li Z, Zhong L, Zhang T, Qiu F, Yue X, Yang D (2019c). Sustainable, flexible, and superhydrophobic functionalized cellulose aerogel for selective and versatile oil/water separation. ACS Sustainable Chemistry & Engineering, 7(11): 9984–9994
CrossRef Google scholar
[72]
Li Z, Qiu F, Yue X, Tian Q, Yang D, Zhang T (2021). Eco-friendly self-crosslinking cellulose membrane with high mechanical properties from renewable resources for oil/water emulsion separation. Journal of Environmental Chemical Engineering, 9(5): 105857
CrossRef Google scholar
[73]
Liu H, Gao S W, Cai J S, He C L, Mao J J, Zhu T X, Chen Z, Huang J Y, Meng K, Zhang K Q, Al-Deyab S S, Lai Y K (2016a). Recent progress in fabrication and applications of superhydrophobic coating on cellulose-based substrates. Materials (Basel), 9(3): 124
CrossRef Pubmed Google scholar
[74]
Liu J, Li P, Chen L, Feng Y, He W, Lv X (2016b). Modified superhydrophilic and underwater superoleophobic PVDF membrane with ultralow oil-adhesion for highly efficient oil/water emulsion separation. Materials Letters, 185: 169–172
CrossRef Google scholar
[75]
Liu K, Cao M, Fujishima A, Jiang L (2014). Bio-inspired titanium dioxide materials with special wettability and their applications. Chemical Reviews, 114(19): 10044–10094
CrossRef Pubmed Google scholar
[76]
Liu M, Wang S, Jiang L (2013). Bioinspired multiscale surfaces with special wettability. MRS Bulletin, 38(5): 375–382
CrossRef Google scholar
[77]
Liu M, Wang S, Wei Z, Song Y, Jiang L (2009). Bioinspired design of a superoleophobic and low adhesive water/solid interface. Advanced Materials, 21(6): 665–669
CrossRef Google scholar
[78]
Liu X, Zhou J, Xue Z, Gao J, Meng J, Wang S, Jiang L (2012). Clam’s shell inspired high-energy inorganic coatings with underwater low adhesive superoleophobicity. Advanced Materials, 24(25): 3401–3405
CrossRef Pubmed Google scholar
[79]
Lu F, Chen Y, Liu N, Cao Y, Xu L, Wei Y, Feng L (2014). A fast and convenient cellulose hydrogel-coated colander for high-efficiency oil–water separation. RSC Advances, 4(61): 32544–32548
CrossRef Google scholar
[80]
Lv Y, Li Q, Hou Y, Wang B, Zhang T (2019). Facile preparation of an asymmetric wettability Janus cellulose membrane for switchable emulsions’ separation and antibacterial property. ACS Sustainable Chemistry & Engineering, 7(17): 15002–15011
CrossRef Google scholar
[81]
Lv Y, Xi X, Dai L, Tong S, Chen Z (2021). Hydrogel as a superwetting surface design material for oil/water separation: a review. Advanced Materials Interfaces, 8(7): 2002030
CrossRef Google scholar
[82]
Ma Q, Cheng H, Fane A G, Wang R, Zhang H (2016). Recent development of advanced materials with special wettability for selective oil/water separation. Small, 12(16): 2186–2202
CrossRef Pubmed Google scholar
[83]
Mautner A, Lee K Y, Lahtinen P, Hakalahti M, Tammelin T, Li K, Bismarck A (2014). Nanopapers for organic solvent nanofiltration. Chemical Communications, 50(43): 5778–5781
CrossRef Pubmed Google scholar
[84]
Meng X, Dong Y, Zhao Y, Liang L (2020). Preparation and modification of cellulose sponge and application of oil/water separation. RSC Advances, 10(68): 41713–41719
CrossRef Google scholar
[85]
Miao W, Jiao D, Wang C, Han S, Shen Q, Wang J, Han X, Hou T, Liu J, Zhang Y (2020). Ethanol-induced one-step fabrication of superhydrophobic-superoleophilic poly (vinylidene fluoride) membrane for efficient oil/water emulsions separation. Journal of Water Process Engineering, 34: 101121
CrossRef Google scholar
[86]
Michel J C, Riviere L M, Bellon–Fontaine M N (2001). Measurement of the wettability of organic materials in relation to water content by the capillary rise method. European Journal of Soil Science, 52(3): 459–467
CrossRef Google scholar
[87]
Miller D J, Dreyer D R, Bielawski C W, Paul D R, Freeman B D (2017). Surface modification of water purification membranes. Angewandte Chemie (International ed. in English), 56(17): 4662–4711
CrossRef Pubmed Google scholar
[88]
Murakami D, Jinnai H, Takahara A (2014). Wetting transition from the Cassie-Baxter state to the Wenzel state on textured polymer surfaces. Langmuir, 30(8): 2061–2067
CrossRef Pubmed Google scholar
[89]
Nasution M A, Wibawa D S, Ahamed T, Noguchi R (2018). Comparative environmental impact evaluation of palm oil mill effluent treatment using a life cycle assessment approach: A case study based on composting and a combination for biogas technologies in North Sumatera of Indonesia. Journal of Cleaner Production, 184: 1028–1040
CrossRef Google scholar
[90]
Nishimoto S, Bhushan B (2013). Bioinspired self-cleaning surfaces with superhydrophobicity, superoleophobicity, and superhydrophilicity. RSC Advances, 3(3): 671–690
CrossRef Google scholar
[91]
Noamani S, Niroomand S, Rastgar M, Sadrzadeh M (2019). Carbon-based polymer nanocomposite membranes for oily wastewater treatment. NPJ Clean Water, 2(1): 20
CrossRef Google scholar
[92]
Nosonovsky M, Bhushan B (2007). Hierarchical roughness optimization for biomimetic superhydrophobic surfaces. Ultramicroscopy, 107(10–11): 969–979
CrossRef Pubmed Google scholar
[93]
Padaki M, Surya Murali R, Abdullah M S, Misdan N, Moslehyani A, Kassim M A, Hilal N, Ismail F (2015). Membrane technology enhancement in oil–water separation. A review. Desalination, 357: 197–207
CrossRef Google scholar
[94]
Panda A, Varshney P, Mohapatra S S, Kumar A (2018). Development of liquid repellent coating on cotton fabric by simple binary silanization with excellent self-cleaning and oil-water separation properties. Carbohydrate Polymers, 181: 1052–1060
CrossRef Pubmed Google scholar
[95]
Parker A R, Lawrence C R (2001). Water capture by a desert beetle. Nature, 414(6859): 33–34
CrossRef Pubmed Google scholar
[96]
Paul U C, Fragouli D, Bayer I S, Athanassiou A (2016). Functionalized cellulose networks for efficient oil removal from oil–water emulsions. Polymers, 8(2): 52
CrossRef Pubmed Google scholar
[97]
Peng H, Wang H, Wu J, Meng G, Wang Y, Shi Y, Liu Z, Guo X (2016a). Preparation of superhydrophobic magnetic cellulose sponge for removing oil from water. Industrial & Engineering Chemistry Research, 55(3): 832–838
CrossRef Google scholar
[98]
Peng H, Wu J, Wang Y, Wang H, Liu Z, Shi Y, Guo X (2016b). A facile approach for preparation of underwater superoleophobicity cellulose/chitosan composite aerogel for oil/water separation. Applied Physics. A, Materials Science & Processing, 122(5): 516
CrossRef Google scholar
[99]
Peng S, Wang Y, Lan Y, Shi X, Zhang H, Qu H, Xu J (2020). Rational design of multifunctional superoleophobic/superhydrophilic, photocatalytic, and fire-retardant polyethylene terephthalate fabrics through layer-by-layer technique. Composites. Part B, Engineering, 200: 108264
CrossRef Google scholar
[100]
Rasouli S, Rezaei N, Hamedi H, Zendehboudi S, Duan X (2021). Superhydrophobic and superoleophilic membranes for oil-water separation application: A comprehensive review. Materials & Design, 204: 109599
CrossRef Google scholar
[101]
Roger K, Cabane B (2012). Why are hydrophobic/water interfaces negatively charged? Angewandte Chemie (International ed. in English), 51(23): 5625–5628
CrossRef Pubmed Google scholar
[102]
Rohrbach K, Li Y, Zhu H, Liu Z, Dai J, Andreasen J, Hu L (2014). A cellulose based hydrophilic, oleophobic hydrated filter for water/oil separation. Chemical Communications, 50(87): 13296–13299
CrossRef Pubmed Google scholar
[103]
Runkle B R K, Suvoèarev K, Reba M L, Reavis C W, Smith S F, Chiu Y L, Fong B (2019). Methane emission reductions from the alternate wetting and drying of rice fields detected using the eddy covariance method. Environmental Science & Technology, 53(2): 671–681
CrossRef Pubmed Google scholar
[104]
Salahi A, Gheshlaghi A, Mohammadi T, Madaeni S S (2010). Experimental performance evaluation of polymeric membranes for treatment of an industrial oily wastewater. Desalination, 262(1–3): 235–242
CrossRef Google scholar
[105]
Sam E K, Liu J, Lv X (2021). Surface engineering materials of superhydrophobic sponges for oil/water separation: a review. Industrial & Engineering Chemistry Research, 60(6): 2353–2364
CrossRef Google scholar
[106]
Saththasivam J, Yiming W, Wang K, Jin J, Liu Z (2018). A novel architecture for carbon nanotube membranes towards fast and efficient oil/water separation. Scientific Reports, 8(1): 7418
CrossRef Pubmed Google scholar
[107]
Scanlon B R, Ruddell B L, Reed P M, Hook R I, Zheng C, Tidwell V C, Siebert S (2017). The food–energy–water nexus: Transforming science for society. Water Resources Research, 53(5): 3550–3556
CrossRef Google scholar
[108]
Schutzius T M, Walker C, Maitra T, Schönherr R, Stamatopoulos C, Jung S, Antonini C, Eghlidi H, Fife J L, Patera A, Derome D, Poulikakos D (2017). Detergency and its implications for oil emulsion sieving and separation. Langmuir, 33(17): 4250–4259
CrossRef Pubmed Google scholar
[109]
Semprebon C, McHale G, Kusumaatmaja H (2017). Apparent contact angle and contact angle hysteresis on liquid infused surfaces. Soft Matter, 13(1): 101–110
CrossRef Pubmed Google scholar
[110]
Shaghaleh H, Xu X, Wang S (2018). Current progress in production of biopolymeric materials based on cellulose, cellulose nanofibers, and cellulose derivatives. RSC Advances, 8(2): 825–842
CrossRef Google scholar
[111]
Siebert S, Burke J, Faures J M, Frenken K, Hoogeveen J, Döll P, Portmann F T (2010). Groundwater use for irrigation: A global inventory. Hydrology and Earth System Sciences, 14(10): 1863–1880
CrossRef Google scholar
[112]
Song B, Xu Q (2016). Highly hydrophobic and superoleophilic nanofibrous mats with controllable pore sizes for efficient oil/water separation. Langmuir, 32(39): 9960–9966
CrossRef Pubmed Google scholar
[113]
Su C, Yang H, Song S, Lu B, Chen R (2017). A magnetic superhydrophilic/oleophobic sponge for continuous oil-water separation. Chemical Engineering Journal, 309: 366–373
CrossRef Google scholar
[114]
Suhas, Gupta V K, Carrott P J M, Singh R, Chaudhary M, Kushwaha S (2016). Cellulose: A review as natural, modified and activated carbon adsorbent. Bioresource Technology, 216: 1066–1076
CrossRef Google scholar
[115]
Sun J, Li H, Huang Y, Zheng X, Liu Y, Zhuang J, Wu D (2019). Simple and affordable way to achieve polymeric superhydrophobic surfaces with biomimetic hierarchical roughness. ACS Omega, 4(2): 2750–2757
CrossRef Pubmed Google scholar
[116]
Tan H F, Ooi B S, Leo C P (2020). Future perspectives of nanocellulose-based membrane for water treatment. Journal of Water Process Engineering, 37: 101502
CrossRef Google scholar
[117]
Teisala H, Tuominen M, Kuusipalo J (2014). Superhydrophobic coatings on cellulose–based materials: fabrication, properties, and applications. Advanced Materials Interfaces, 1(1): 1300026
CrossRef Google scholar
[118]
Thakur V K, Voicu S I (2016). Recent advances in cellulose and chitosan based membranes for water purification: A concise review. Carbohydrate Polymers, 146: 148–165
CrossRef Pubmed Google scholar
[119]
Tian X, Jin H, Sainio J, Ras R H, Ikkala O (2014). Droplet and fluid gating by biomimetic janus membranes. Advanced Functional Materials, 24(38): 6023–6028
CrossRef Google scholar
[120]
Tuteja A, Choi W, Ma M, Mabry J M, Mazzella S A, Rutledge G C, McKinley G H, Cohen R E (2007). Designing superoleophobic surfaces. Science, 318(5856): 1618–1622
CrossRef Pubmed Google scholar
[121]
Waghmare P R, Gunda N S K, Mitra S K (2014). Under-water superoleophobicity of fish scales. Scientific Reports, 4(1): 7454
CrossRef Pubmed Google scholar
[122]
Wang C F, Huang H C, Chen L T (2015a). Protonated melamine sponge for effective oil/water separation. Scientific Reports, 5(1): 14294
CrossRef Pubmed Google scholar
[123]
Wang C F, Yang S Y, Kuo S W (2017a). Eco-friendly superwetting material for highly effective separations of oil/water mixtures and oil-in-water emulsions. Scientific Reports, 7(1): 43053
CrossRef Pubmed Google scholar
[124]
Wang F, Luo S, Xiao S, Zhang W, Zhuo Y, He J, Zhang Z (2020a). Enabling phase transition of infused lubricant in porous structure for exceptional oil/water separation. Journal of Hazardous Materials, 390: 122176
CrossRef Pubmed Google scholar
[125]
Wang F P, Zhao X J, Wahid F, Zhao X Q, Qin X T, Bai H, Xie Y Y, Zhong C, Jia S R (2021a). Sustainable, superhydrophobic membranes based on bacterial cellulose for gravity-driven oil/water separation. Carbohydrate Polymers, 253: 117220
CrossRef Pubmed Google scholar
[126]
Wang G, He Y, Wang H, Zhang L, Yu Q, Peng S, Wu X, Ren T, Zeng Z, Xue Q (2015b). A cellulose sponge with robust superhydrophilicity and under-water superoleophobicity for highly effective oil/water separation. Green Chemistry, 17(5): 3093–3099
CrossRef Google scholar
[127]
Wang J, Chen H, Sui T, Li A, Chen D (2009). Investigation on hydrophobicity of lotus leaf: Experiment and theory. Plant Science, 176(5): 687–695
CrossRef Google scholar
[128]
Wang J, Han F, Zhang S (2016a). Durably superhydrophobic textile based on fly ash coating for oil/water separation and selective oil removal from water. Separation and Purification Technology, 164: 138–145
CrossRef Google scholar
[129]
Wang J, Wang A, Wang W (2017b). Robustly superhydrophobic/superoleophilic kapok fiber with ZnO nanoneedles coating: Highly efficient separation of oil layer in water and capture of oil droplets in oil-in-water emulsions. Industrial Crops and Products, 108: 303–311
CrossRef Google scholar
[130]
Wang K, Zhang T C, Wei B, Chen S, Liang Y, Yuan S (2021b). Durable CNTs reinforced porous electrospun superhydrophobic membrane for efficient gravity driven oil/water separation. Colloids and Surfaces. A, Physicochemical and Engineering Aspects, 608: 125342
CrossRef Google scholar
[131]
Wang Q, Xie D, Chen J, Liu G, Yu M (2020b). Superhydrophobic paper fabricated via nanostructured titanium dioxide-functionalized wood cellulose fibers. Journal of Materials Science, 55(16): 7084–7094
CrossRef Google scholar
[132]
Wang S, Li M, Lu Q (2010). Filter paper with selective absorption and separation of liquids that differ in surface tension. ACS Applied Materials & Interfaces, 2(3): 677–683
CrossRef Pubmed Google scholar
[133]
Wang S, Liu K, Yao X, Jiang L (2015c). Bioinspired surfaces with superwettability: new insight on theory, design, and applications. Chemical Reviews, 115(16): 8230–8293
CrossRef Pubmed Google scholar
[134]
Wang S, Lu A, Zhang L (2016b). Recent advances in regenerated cellulose materials. Progress in Polymer Science, 53: 169–206
CrossRef Google scholar
[135]
Wang Y, Uetani K, Liu S, Zhang X, Wang Y, Lu P, Wei T, Fan Z, Shen J, Yu J, Li S, Zhang Q, Li Q, Fan J, Yang N, Wang Q, Liu Y, Cao J, Li J, Chen W (2017c). Multifunctional bionanocomposite foams with a chitosan matrix reinforced by nanofibrillated cellulose. ChemNanoMat: Chemistry of Nanomaterials for Energy, Biology and More, 3(2): 98–108
CrossRef Google scholar
[136]
Wang Z, Elimelech M, Lin S (2016c). Environmental applications of interfacial materials with special wettability. Environmental Science & Technology, 50(5): 2132–2150
CrossRef Pubmed Google scholar
[137]
Wang Z, Jiang X, Cheng X, Lau C H, Shao L (2015d). Mussel-inspired hybrid coatings that transform membrane hydrophobicity into high hydrophilicity and underwater superoleophobicity for oil-in-water emulsion separation. ACS Applied Materials & Interfaces, 7(18): 9534–9545
CrossRef Pubmed Google scholar
[138]
Wang Z, Liu G, Huang S (2016d). In situ generated Janus fabrics for the rapid and efficient separation of oil from oil-in-water emulsions. Angewandte Chemie (International ed. in English), 55(47): 14610–14613
CrossRef Pubmed Google scholar
[139]
Wang Z, Wang Y, Liu G (2016e). Rapid and efficient separation of oil from oil-in-water emulsions using a Janus cotton fabric. Angewandte Chemie (International ed. in English), 55(4): 1291–1294
CrossRef Pubmed Google scholar
[140]
Wenzel R N (1949). Surface roughness and contact angle. Journal of Physical Chemistry, 53(9): 1466–1467
CrossRef Google scholar
[141]
Wong T S, Kang S H, Tang S K, Smythe E J, Hatton B D, Grinthal A, Aizenberg J (2011). Bioinspired self-repairing slippery surfaces with pressure-stable omniphobicity. Nature, 477(7365): 443–447
CrossRef Pubmed Google scholar
[142]
Wu Z, Zhang C, Peng K, Wang Q, Wang Z (2018). Hydrophilic/underwater superoleophobic graphene oxide membrane intercalated by TiO2 nanotubes for oil/water separation. Frontiers of Environmental Science & Engineering, 12(3): 15
CrossRef Google scholar
[143]
Xie X, Liu L, Zhang L, Lu A (2020). Strong cellulose hydrogel as underwater superoleophobic coating for efficient oil/water separation. Carbohydrate Polymers, 229: 115467
CrossRef Pubmed Google scholar
[144]
Xu J, Ma C, Cao B, Bao J, Sun Y, Shi W, Yu S (2016). Pilot study on hydrophilized PVDF membranetreating produced water from polymer flooding for reuse. Process Safety and Environmental Protection, 104: 564–570
CrossRef Google scholar
[145]
Xu T, Gao Z, Jia Y, Miao X, Zhu X, Lu J, Wang B, Song Y, Ren G, Li X (2021). Superhydrophobic corn straw as a versatile platform for oil/water separation. Cellulose, 28(8): 4835–4846
CrossRef Google scholar
[146]
Xu X, Long Y, Li Q, Li D, Mao D, Chen X, Chen Y (2019). Modified cellulose membrane with good durability for effective oil-in-water emulsion treatment. Journal of Cleaner Production, 211: 1463–1470
CrossRef Google scholar
[147]
Yadav P, Ismail N, Essalhi M, Tysklind M, Athanassiadis D, Tavajohi N (2021). Assessment of the environmental impact of polymeric membrane production. Journal of Membrane Science, 622: 118987
CrossRef Google scholar
[148]
Yang C, Wang Y, Fu H, Yang S, Zhu Y, Yue H, Jiang W, Liang B (2019a). A stable eco-friendly superhydrophobic/superoleophilic copper mesh fabricated by one-step immersion for efficient oil/water separation. Surface and Coatings Technology, 359: 108–116
CrossRef Google scholar
[149]
Yang H C, Hou J, Chen V, Xu Z K (2016). Janus membranes: Exploring duality for advanced separation. Angewandte Chemie (International ed. in English), 55(43): 13398–13407
CrossRef Pubmed Google scholar
[150]
Yang J, Xie A, Cui J, Chen Y, Lang J, Li C, Yan Y, Dai J (2020). An acid–alkali–salt resistant cellulose membrane by rapidly depositing polydopamine and assembling BaSO4 nanosheets for oil/water separation. Cellulose, 27(9): 5169–5178
CrossRef Google scholar
[151]
Yang M, Liu W, Jiang C, Liu C, He S, Xie Y, Wang Z (2019b). Facile preparation of robust superhydrophobic cotton textile for self-cleaning and oil–water separation. Industrial & Engineering Chemistry Research, 58(1): 187–194
CrossRef Google scholar
[152]
Yi G, Fan X, Quan X, Chen S, Yu H (2019). Comparison of CNT-PVA membrane and commercial polymeric membranes in treatment of emulsified oily wastewater. Frontiers of Environmental Science & Engineering, 13(2): 23
CrossRef Google scholar
[153]
Youngblood J P, McCarthy T J (1999). Ultrahydrophobic polymer surfaces prepared by simultaneous ablation of polypropylene and sputtering of poly(tetrafluoroethylene) using radio frequency plasma. Macromolecules, 32(20): 6800–6806
CrossRef Google scholar
[154]
Young T (1805). III. An essay on the cohesion of fluids. Philosophical Transactions of the Royal Society of London, 95: 65–87
[155]
Yue X, Li J, Zhang T, Qiu F, Yang D, Xue M (2017). In situ one-step fabrication of durable superhydrophobicsuperoleophilic cellulose/LDH membrane with hierarchical structure for efficiency oil/water separation. Chemical Engineering Journal, 328: 117–123
CrossRef Google scholar
[156]
Yue X, Zhang T, Yang D, Qiu F, Li Z (2018a). Hybrid aerogels derived from banana peel and waste paper for efficient oil absorption and emulsion separation. Journal of Cleaner Production, 199: 411–419
CrossRef Google scholar
[157]
Yue X, Zhang T, Yang D, Qiu F, Li Z, Zhu Y, Yu H (2018b). Oil removal from oily water by a low-cost and durable flexible membrane made of layered double hydroxide nanosheet on cellulose support. Journal of Cleaner Production, 180: 307–315
CrossRef Google scholar
[158]
Yue X, Zhang T, Yang D, Qiu F, Li Z (2018c). Janus ZnO-cellulose/MnO2 hybrid membranes with asymmetric wettability for highly-efficient emulsion separations. Cellulose, 25(10): 5951–5965
CrossRef Google scholar
[159]
Zahid M, Heredia-Guerrero J A, Athanassiou A, Bayer I S (2017). Robust water repellent treatment for woven cotton fabrics with eco-friendly polymers. Chemical Engineering Journal, 319: 321–332
CrossRef Google scholar
[160]
Zarghami S, Mohammadi T, Sadrzadeh M, Van der Bruggen B (2019). Superhydrophilic and underwater superoleophobic membranes-A review of synthesis methods. Progress in Polymer Science, 98: 101166
CrossRef Google scholar
[161]
Zhai L, Berg M C, Cebeci F C, Kim Y, Milwid J M, Rubner M F, Cohen R E (2006). Patterned superhydrophobic surfaces: toward a synthetic mimic of the Namib Desert beetle. Nano Letters, 6(6): 1213–1217
CrossRef Pubmed Google scholar
[162]
Zhan H, Peng N, Lei X, Huang Y, Li D, Tao R, Chang C (2018). UV-induced self-cleanable TiO2/nanocellulose membrane for selective separation of oil/water emulsion. Carbohydrate Polymers, 201: 464–470
CrossRef Pubmed Google scholar
[163]
Zhang H, Li Y, Lu Z, Chen L, Huang L, Fan M (2017a). A robust superhydrophobic TiO2 NPs coated cellulose sponge for highly efficient oil-water separation. Scientific Reports, 7(1): 9428
CrossRef Pubmed Google scholar
[164]
Zhang K, Wang M, Wu M, Wu Q, Liu J, Yang J, Zhang J (2020a). Fabrication of robust superhydrophobic filter paper for oil/water separation based on the combined octadecanoyl chain bonding and polymer grafting via surface-initiated ATRP. Cellulose, 27(1): 469–480
CrossRef Pubmed Google scholar
[165]
Zhang M, Wang C, Wang S, Li J (2013). Fabrication of superhydrophobic cotton textiles for water-oil separation based on drop-coating route. Carbohydrate Polymers, 97(1): 59–64
CrossRef Pubmed Google scholar
[166]
Zhang S, Huang J, Chen Z, Lai Y (2017b). Bioinspired special wettability surfaces: from fundamental research to water harvesting applications. Small, 13(3): 1602992
CrossRef Pubmed Google scholar
[167]
Zhang X, Xiao F, Feng Q, Zheng J, Chen C, Chen H, Yang W (2020b). Preparation of SiO2 nanoparticles with adjustable size for fabrication of SiO2/PMHS ORMOSIL superhydrophobic surface on cellulose-based substrates. Progress in Organic Coatings, 138: 105384
CrossRef Google scholar
[168]
Zhang Y, Wang X, Wang C, Zhai H, Liu B, Zhao X, Fang D, Wei Y (2019a). Facile preparation of flexible and stable superhydrophobic non-woven fabric for efficient oily wastewater treatment. Surface and Coatings Technology, 357: 526–534
CrossRef Google scholar
[169]
Zhang Z, Yu H, Guo J, Bai Z, Zhang S, Zhang Y, Wang J (2019b). pH-Responsive smart non-woven fabrics (NWFs) with double switchable wettability between superhydrophilicity–superhydrophobicity–superhydrophilicity to oil/water separation. New Journal of Chemistry, 43(17): 6712–6720
CrossRef Google scholar
[170]
Zhao S, Tao Z, Chen L, Han M, Zhao B, Tian X, Wang L, Meng F (2021). An antifouling catechol/chitosan-modified polyvinylidene fluoride membrane for sustainable oil-in-water emulsions separation. Frontiers of Environmental Science & Engineering, 15(4): 63
CrossRef Google scholar
[171]
Zhou K, Zhang Q G, Li H M, Guo N N, Zhu A M, Liu Q L (2014). Ultrathin cellulose nanosheet membranes for superfast separation of oil-in-water nanoemulsions. Nanoscale, 6(17): 10363–10369
CrossRef Pubmed Google scholar
[172]
Zhou S, You T, Zhang X, Xu F (2018). Superhydrophobic cellulose nanofiber-assembled aerogels for highly efficient water-in-oil emulsions separation. ACS Applied Nano Materials, 1(5): 2095–2103
CrossRef Google scholar
[173]
Zhou X, Zhang Z, Xu X, Guo F, Zhu X, Men X, Ge B (2013). Robust and durable superhydrophobic cotton fabrics for oil/water separation. ACS Applied Materials & Interfaces, 5(15): 7208–7214
CrossRef Pubmed Google scholar
[174]
Zhu D, Xia Y, Yang J, Chen B, Guo S, Li C (2017). One-step removal of insoluble oily compounds and water-miscible contaminants from water by underwater superoleophobic graphene oxide-coated cotton. Cellulose, 24(12): 5605–5614
CrossRef Google scholar
[175]
Zhu L, Li H, Yin Y, Cui Z, Ma C, Li X, Xue Q (2020). One-step synthesis of a robust and anti-oil-fouling biomimetic cactus-like hierarchical architecture for highly efficient oil/water separation. Environmental Science. Nano, 7(3): 903–911
CrossRef Google scholar
[176]
Zhuang G L, Wu S Y, Lo Y C, Chen Y C, Tung K L, Tseng H H (2020). Gluconacetobacter xylinus synthesized biocellulose nanofiber membranes with superhydrophilic and superoleophobic underwater properties for the high-efficiency separation of oil/water emulsions. Journal of Membrane Science, 605: 118091
CrossRef Google scholar

Acknowledgements

This research was supported in part by a Kurita Asia Research Grant (20Pid001) provided by Kurita Water and Environment Foundation (Japan) and was supported by JSPS KAKENHI Grant Number 17KT0069 (Japan).

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