1 Introduction
2 Crop residues in circular bioeconomy
3 Enzyme-based crop residue biorefineries
4 Global overview of crop residue generation
Tab.1 Correlation between the annual production of different crops and the generation of crop residues |
Plantations | Leading producers | Global production/t | Total global wastes/t | Residues | Cellulose/% | Hemicellulose/% | Lignin/% | References |
---|---|---|---|---|---|---|---|---|
Cotton | China (25%), India (22%), USA (15%), Pakistan (8%), Brazil (5%) | 6.54E+ 07 | 9.81E+ 07 | Cotton sheets, cotton stalks | 80 | * | * | [37–39] |
Rice | China (19%), India (18%), Indonesia (8%), Bangladesh (6%), Vietnam (4%) | 7.41E+ 08 | 1.10E+ 07 | Rice straw, rice hulls | 25.1–38 | 27–37.1 | 8–15.2 | [16,37,38,40] |
Coffee | Brazil (33%), Vietnam (16%), Colombia (8%), Indonesia (7%), Ethiopia (5%) | 9.22E+ 06 | 3.67E+ 06 | Coffee husks, coffee pulp, wastewater | 37.2 | 24.9 | * | [37,38,41] |
Sugarcane | Brazil (41%), India (18%), China (6%), Thailand (5%), Pakistan (3%) | 1.89E+ 09 | 4.73E+ 08 | Sugarcane bagasse, cane straw | 43 –39 | 26 – 30 | 22–25 | [16,37,38,40] |
Barley | Russia (20%), Germany (11%), France (11%), Australia (11%), Ukraine (10%) | 1.41E+ 08 | 1.78E+ 06 | Barley straw | 39.6 | 24.7 | 17.2 | [16,37,38] |
Beans | Myanmar (19%), India (14%), Brazil (10%), USA (5%), United Republic of Tanzania (4%) | 2.68E+ 07 | 3.66E+ 05 | Peel beans | * | * | * | [37,38] |
Orange | Brazil (24%), China (12%), India (10%), USA (7%), Mexico (6%) | 7.32E+ 07 | 4.29E+ 07 | Orange peel, orange bagasse | * | * | * | [37,38] |
Apple | China (50%), USA (5%), Poland (4%), Turkey (3%), India (3%) | 8.93E+ 07 | 5.85E+ 07 | Apple pomace | * | * | * | [37,38,42] |
Corn | USA (36%), China (22%), Brazil (6%), Argentina (4%), Mexico (3%) | 1.06E+ 09 | 7.49E+ 08 | Corncobs, corn straw | 37.3 | 25.5 | 13.8 – 16.7 | [15,16,37,38,43] |
Soybean | USA (35%), Brazil (28%), Argentina (17%), India (4%), China (3%) | 3.35E+ 08 | 2.98E+ 08 | Soybean hull | 25 | 11.9 | 17.6 | [16,37,38] |
Sorghum | USA (19%), Nigeria (11%), Sudan (10%), Mexico (8%), Ethiopia (7%) | 6.39E+ 07 | 3.54E+ 07 | Sorghum straw | 36 | 18 | 15.5 | [16,37,38] |
Wheat | China (17%), India (12%), Russia (10%), USA (8%), Canada (3%) | 7.69E+ 08 | 1.13E+ 07 | Wheat straw | 35–37.3 | 24–28.7 | 17.8–25 | [16,37,38,40] |
Grape | China (19%), Italy (11%), USA (9%), France (8%), Spain (8%) | 7.74E+ 07 | 1.24E+ 07 | Grape pomace | * | * | * | [37,38] |
Note: *No data available |
4.1 Americas
4.2 Asia
4.3 Africa
4.4 Europe
4.5 Oceania
5 Applications of crop residues
5.1 Coffee
Tab.2 Biorefinery applications of coffee residues |
Residue | Application | Conversion process | Reference |
---|---|---|---|
Coffee silverskin | Production of levulinic acid | Water-soluble phenolics were extracted from CS through hydrothermal pre-treatment in a microwave reactor. Pretreated CS was then subjected to diluted hydrochloric acid treatment in a microwave reactor with varying biomass loadings, acid concentrations and reaction temperature/time to produce levulinic acid | [79] |
Coffee silverskin | Production of a-amylase | SSF process using a fungal strain Neurospora crassa CFR 308 | [80] |
Coffee wastes | Production of biogas | Alkaline and acid pre-treatments of a mixture composed of coffee seed skin, seed refuse and coffee product refuse followed by the inoculum of cow and chicken manure and an anaerobic sludge taken from a domestic water treatment system | [89] |
Coffee wastewater | Production of bioethanol | Batch fermentation using Hanseniaspora uvarum UFLA CAF76 as inoculum in ground coffee pulp mixed with coffee wastewater | [90] |
Coffee husks | Production of endoglucanase | Steam-exploded coffee husks were used as substrate for cellulase production using Rhizopus stolonifer CFR 307 under SSF. Fermentation parameters (pH, moisture and fermentation time) were optimized through response surface methodology (RSM). Enzymes thus produced were applied in ethanol production from coffee husks and as additive in detergent formulation | [86] |
Coffee husks | Production of gibberellic acid | SSF and SmF fermentation of alkali pretreated coffee husks and cassava bagasse (7:3, dry wt) employing Gibberella fujokuroi LPB-06 | [91] |
Coffee husks | Production of carotenoids | Alkaline-pretreated coffee husks were used as substrate for Rhodotorula mucilaginosa CCMA0156 as carotenoid-producing strain under SmF. Intracellular carotenoids were extracted with different organic solvents | [92] |
Coffee husks | Production of xylanase and cellulase | Multispecies SSF process applying a specialized consortium of microorganisms (Pseudoxanthomonas taiwanensis, Sphingobacterium composti, Cyberlindnera jardinii and Barnettozyma californica among others) | [81] |
Coffee pulp | Cultivation of mushrooms | Six strains of Pleurotus were grown in a mixture of coffee pulp and wheat straw | [93] |
Coffee pulp | Production of pectinase | SSF process employing Aspergillus niger AW96 and SmF process employing A. niger AW99 | [82] |
Spent coffee ground | Production of biodiesel | Oil was extracted from SCG with hexane. Oil transesterification reaction was performed with ethanol or methanol via enzymatic catalysis with three commercial enzymes (Lipozymes RM 1M, TL 100L, and CALBL) | [73] |
5.2 Soybean
Tab.3 Biorefinery applications of soybean residues |
Residue | Application | Conversion process | Reference |
---|---|---|---|
Soybean hulls | Production of protease, b- amylase, a-amylase | SSF process using a fungal strain Penicillium spp. LEMIA 38221 in different conditions (pH, temperature and substrate concentration) | [98] |
Soybean hulls | Production of ethanol | Soybean residue was pretreated with dilute H2SO4 and subjected to separate hydrolysis and fermentation employing commercial cellulase cocktails (a mixture of C-Tec 2 and Viscozyme L) and S. cerevisiae (wild-type strain or the KCCM 1129 strain adapted to high galactose concentrations) | [94] |
Soybean hulls and citric pulp | Production of gibberellic acid | SSF performed with Fusarium moniliforme LPB 03 optimized for physical and chemical conditions (pH, initial humidity and composition of nutritive solution) | [97] |
Soybean oil deodorizer distillate | Production of biodiesel | CaO obtained from calcined duck eggshell was used as catalyst for the esterification of SODD with methanol | [19] |
Soybean straw | Production of biogas | Solid-state anaerobic digestion (SS-AD) of soybean processing waste (consisting of soybeans, soybean straw and soybean oil extraction residues) and hay with the effluent from a mesophilic liquid anaerobic digester as inoculum | [102] |
Okara | Production of b-glucosidase | Fresh and heat-treated okara were subjected to SSF process using Saccharomyces cerevisiae r.f. bayanus | [96] |
Okara | Production of probiotic | A probiotic creamy sauce was produced with Lactobacillus acidophilus LA3-fermented okara flour plus soymilk and different types of gelling components | [104] |
Okara | Production of citric acid | Solid-state mixed fermentation of okara with Aspergillus terreus (involved in okara saccharification) and Aspergillus niger (responsible for citric acid production) | [105] |
Soybean meal | Production of lipase | SSF process applying DCCR design to evaluate spore concentration, cultivation and humidity parameters affecting the enzymatic production by Penicillium sp. S4 | [99] |
Soybean meal | Production of cellulase | Cellulase production by Chaetomium globosum BCC5776 was performed under SmF conditions in optimized medium containing 1% soybean meal, 1% empty palm fruit bunch and 2% Avicel®. Home-made enzyme system was supplemented with commercial b-glucosidase (Novozyme® 188) and hemicellulases (Accellerase® XY) for the efficient hydrolysis of alkaline-pretreated rice straw | [106] |
Soybean residues | Production of bioethanol | Two residues, i.e. skim (protein-rich fraction) and insoluble fiber (carbohydrate-rich fraction), generated from soybean oil extraction were used as additives in dry-grind corn fermentation for ethanol production. The addition of skim and/or insoluble fiber enhanced ethanol production by decreasing the corn fermentation time, increased corn distillers oil recovery from this tillage and increased the protein content while reducing fiber and oil contents of distillers dried grains | [107] |
5.3 Sugarcane
Tab.4 Biorefinery applications of sugarcane residues |
Residue | Application | Conversion process | Reference |
---|---|---|---|
Sugarcane bagasse and citrus residues | Production of glycosyl hydrolases | RSM methodology to select the best enzyme inducing biomass (sugarcane bagasse, soybean bran, wheat bran, apple bagasse or citrus bagasse) using Annulohypoxylon stygium in SmF process | [127] |
Sugarcane bagasse | Production of xylanases | Pretreated SCB was used as substrate for Aspergillus terreus in SmF | [128] |
Sugarcane bagasse | Production of xylanase | SmF process employing pretreated SCB and Emericella nidulans | [13] |
Sugarcane bagasse | Production of endoglucanase | Enzymatically liquefied sugarcane bagasse was used as substrate for endoglucanase production by Aspergillus niger A12. The produced enzymes were then applied to liquefy sugarcane bagasse for later use as substrate for enzyme production in a closed-loop strategy | [12] |
Sugarcane bagasse | Production of cellulase, b-glucosidase and xylanase | Mathematical model describes enzyme production by Trichoderma harzianum P4P11 through variation of substrate concentration, cell growth and induction of different enzyme classes (cellulases, b-glucosidases and xylanases) using steam-exploded and alkali-pretreated SCB | [116] |
Sugarcane bagasse | Production of biobutanol | Biorefinery model was created based on Aspen Plus® simulations to produce sugar, ethanol and butanol (25:50:25 configuration) employing strains of Saccharomyces cerevisiae, Clostridium saccharoperbutylacetonicum or mutant strain Clostridium beijerinckii BA101 | [126] |
Sugarcane bagasse | Production of levulinic acid | Biorefinery model that fractionates SCB and wheat straw using liquid hot water pre-treatment and enzymatic hydrolysis with commercial cocktail Cellic® CTec2 | [119] |
Sugarcane straw | Production of bioethanol | Application of the semi-mechanistic model using SS hydrothermal pretreated with and without alkali delignification with 4% NaOH and enzymatic hydrolysis employing Cellic® CTec2 | [129] |
Sugarcane straw | Production of lignin | Lignin with high degree of purity (>98%) and low sulfur content (<2%) was extracted from sugarcane straw through SO2-ethanol-water fractionation at different temperatures (135°C–160°C) | [123] |
Sugarcane straw | Production of xylitol | The hemicellulosic hydrolysate obtained through dilute acid pre-treatment of sugarcane straw with 1% H2SO4 was fermented with Candida guillermondii FT20037 using three nutritional supplementation conditions | [64] |
5.4 Corn
Tab.5 Biorefinery applications of corn residues |
Residue | Application | Conversion process | Reference |
---|---|---|---|
Corn stover | Production of methane | Chicken manure supplemented with corn stover or maize silage was used as substrate for methane production via anaerobic digestion | [141] |
Corncobs | Production of prebiotic xylooligosaccharides | Milled corncobs were alkaline pretreated with various concentrations (2%, 4%, 8% and 12%) of NaOH or KOH following incubation with Enterococcus faecium TCD3, E. fecalis CCD10, Lactobacillus maltromicus MTCC108 and Lactobacillus viridiscens NCIM2167 | [142] |
Corncobs | Production of biosorbent | Biosorbents were prepared by treating corncobs with H3PO4, H2SO4, HNO3, NaOH, or Na2CO3 | [134] |
Corncobs | Production of biogas | Corncobs were subjected to alkaline extrusion pre-treatment (0.4% NaOH) and hydrolyzed with commercial endoglucanase (Novozymes Ultraflo® L) or crude enzyme extract from Aspergillus terreus CECT 2808 grown on corncobs under SSF condition. A mesophilic anaerobic sludge was used as inoculum for biogas production through anaerobic digestion of hydrolyzed corncobs | [143] |
Corncobs | Production of microcrystalline cellulose | Steam explosion pre-treatment of cotton gin wastes and corncobs followed by 20% NaOH extraction, 25% H2O2 bleaching and microcrystalline cellulose conversion with HCl, H2SO4 and Spezyme CP® cellulase enzyme preparation | [138] |
Corncobs | Production of cellulase | SSF process employing Trichoderma reesei ZU-02 | [144] |
5.5 Wheat
Tab.6 Biorefinery applications of wheat residues |
Residue | Application | Conversion process | Reference |
---|---|---|---|
Wheat straw | Production of bioethanol | H2SO4-catalyzed steam explosion pre-treatment of wheat straw followed by SSF process employing Novozymes A/S cellulase/b-glucosidase cocktail and Kluyveromyces marxianus CECT 10875 | [147] |
Wheat straw | Production of biogas | Pre-treatment of wheat straw with N-methylmorphine, N-oxide, ethanol (Organosolv) or NaOH followed by anaerobic digestion using a digestate from local manure and dairy residue anaerobic digestion plant as inoculum | [148] |
Wheat straw | Biosorption of cadmium and copper | Wheat straw was pretreated with 10% HNO3 and neutralized with 1N NaOH before being used as an efficient biosorbent of Cd2+ and Cu2+ | [150] |
Wheat straw | Production of bacterial cellulose | Wheat straw was pretreated with ionic liquid [(AMIM)Cl] under optimized conditions, saccharified with commercial cellulase and the straw hydrolysate was employed as the carbon source for the production of bacterial cellulose by Gluconacetobacter xylinus ATCC 23770 | [151] |
Wheat straw | Production of levulinic acid | The production of levulinic acid from acid hydrolysis of wheat straw was optimized with RSM methodology (effects of temperature, sulfuric acid concentration, reaction time of production and liquid: solid ratio were analyzed to increase yield) | [152] |
Wheat straw | Mushroom cultivation | Rice and wheat straw without supplementation were used as a substrate for growing Pleurotus sajor-caju where relative humidity, temperature and ventilation were strictly controlled | [153] |
Wheat straw | Production of bioethanol | Native non-adapted Saccharomyces cerevisiae are often used in a combination of physicochemical pre-treatments of wheat straw | [146] |
5.6 Citrus fruit
5.7 Rice
Tab.7 Biorefinery applications of rice residues |
Residue | Application | Conversion process | Reference |
---|---|---|---|
Rice straw | Production of cellulase | SmF process employing milled straw treated with 1.25% or 5% NH4OH using Trichoderma reesei ATCC-66589 and Humicola insolens ATCC-26908 as enzyme producers | [158] |
Rice straw | Production of biochar | Straw and rice husks of two different varieties (Koshihikari and IR50404) were exposed to high pyrolysis temperatures (300°C–800°C) | [166] |
Rice straw | Production of biobutanol | The enzymatic hydrolysate of non-pretreated rice straw was used as carbon source for ABE fermentation with Clostridium saccharoperbutylacetonicum N1-4 for biobutanol production. High initial cell concentration under non-sterile conditions achieved the similar butanol yields obtained under sterile conditions | [168] |
Rice straw | Production of bioelectricity | Impregnation of rice straw with FeCl3 solution (10% w/v) followed by heat pre-treatment and enzymatic hydrolysis with enzyme pool from Aspergillus niger and Trichoderma reesei. The fuel cell reactor was loaded with the diluted hydrolysate in an anode compartment including dissolved air as the final electron acceptor | [169] |
Rice residues (straw and husk) | Production of nanosilica | Rice residues were burned until ash generation and treated with sodium hydroxide. Sodium silicate was precipitated with HCl or H2SO4, washed, dried and burned at 575°C to obtain nanosilica powder | [167] |
Rice straw | Production of lignin-degrading enzymes | Myrothecium roridum LG7 was employed for the biological pre-treatment (delignification) of a mixture of rice straw and herbaceous weed Parthenium sp. under SSF condition. Partially delignified biomass was more susceptible to saccharification with commercial cellulase enzymes (Accellerase® 1500) than untreated biomass | [162] |
Rice husk | Production of lignin, cellulose nanocrystals and silica | Sequential acid leaching (HCl) and alkaline extraction (NaOH) were used to recover high purity lignin from rice husks. The remaining cellulose-rich solids were bleached with chlorine free treatment to yield cellulose nanocrystals. Silica was also recovered from the aqueous supernatant of lignin extraction | [170] |