3.1. Biomass Characterization
Table 2 shows the elemental analysis of agricultural biomasses studied in this work. The highest carbon content was observed for orange peels, followed by yam peels and lemon peels. The hydrogen and nitrogen compositions were low for all lignocellulosic materials. Similar results are available in open literature for the same biomasses. Pathaket al. [
29] reported an elemental composition of lemon peels with C (wt.%) 39.61, H (%) 5.96 and N (%) 1.27. For the orange peel biomass, Wan et al. [
30] quantified the composition in 42.2, H (wt.%) 5.3 and N (wt.%) 2.98. For yam peels, Asuquo et al. [
31] reported the following composition as C (wt.%) 41.5, H (wt.%) 6.26 and N (wt.%) 0.82.
As shown in
Table 3, the lignin content varied significantly among the biomasses showing highest composition for yam peels (27%). The cellulose biopolymer reached values within 13–18.5%, while hemicellulose varied in the range 6.0–7.0%. These results were compared with those found in the literature for the same biomasses. For example, Ibeto et al. [
32] reported that the composition of yam peels reaches values of lignin, cellulose and hemicellulose of 6.70%, 39.90% and 29.76%, respectively. Damma et al. [
33] quantified the presence of biopolymers in lemon peels and obtained the following results: cellulose (23.1%), pectin (13%), hemicellulose (8.09) and lignin (7.6%). Cellulose, hemicelluloses and lignin have a wide variety of active functional groups as aromatics, phenolic hydroxyl and alcoholic hydroxyl, carbonyl, methoxy, carboxyl, amino, conjugated double bond among others, which can act as adsorption sites for heavy metals [
34]. Hence, active functional groups, can be used as union points for chemical modifications, allowing the incorporation of more sites that improve the affinity of the biosorbents and adsorption capacity [
35].
The FT-IR spectra of orange peels chemically modified with TiO
2 nanoparticles (
Figure 1a) exhibited characteristic peaks of lignocellulosic materials. The peaks around 602.0 and 1300 cm
−1 were attributed to stretching vibrations of C≡C and C-CH
3, respectively. The carbonyl and hydroxyl functional groups were identified around 1700 and 3300 cm
1, respectively. The incorporation of carbon dioxide nanoparticles was confirmed by the presence of Ti-O-C around 1040–1500 cm
−1, as well as Ti-COOH around 3600 cm
−1.
The spectra of lemon peels chemically modified (
Figure 1b) showed a carbonyl functional group around peaks at 1600–1700 cm
−1. The presence of amine and ester was confirmed by the absorption bands at 3200 and 1730 cm
−1, respectively. The stretching vibrations of Ti-O-C were observed at 1047 and 1500 cm
−1. The spectra of CM-YP (
Figure 1c) show absorption bands around 1600–1700 cm
−1 attributed to -NH
2 and -COOH functional groups that are characteristic of this biomass. The presence of nanoparticles was confirmed by stretching vibrations of Ti-OH and Ti-O-Ti around 1400–1600 cm
−1. The functional groups of Ti-O and Ti-O-C were observed around 800 and 1050 cm
−1, respectively [
13]. The cassava peels biomass chemically modified with nanoparticles exhibited peaks around 2900–3300 cm
−1, corresponding to the amine functional group. The carbonyl, hydroxyl and amide groups were also observed in the spectra at 1100, 1090 and 1500 cm
−1, respectively. The metal carboxylated complexes (R-COO-Ti) formed by interactions between TiO
2 nanoparticles and biomass were identified around 1300 cm
−1 [
36].
Figure 2 shows the scanning electron microscopy (SEM) images of the four raw adsorbents under study. OP, YP and CP have a irregular and porous surface, which allows a large interface for heterogeneous biosorption, while LP has smoother surface, which presents a certain porosity in its structure that is typical of lignocellulosic materials [
37]. Similar structural and morphological features were observed in other biosorbents, which played a key role in retaining metal ions [
37,
38]. At large, the presence of the observed cages and surface cracks can have a positive impact on the removal efficiency by providing pathways towards the reactive adsorption sites and helping the mass transfer phenomena within the body of the material [
39].
Figure 3 depicts the micrographs of the chemically modified biomasses obtained by SEM analysis, in which the incorporation of nanoparticles varied the morphology of lignocellulosic materials by the presence of agglomerates onto biomass surface against the raw materials shown in
Figure 4 [
6]. For all agricultural wastes modified with TiO
2 nanoparticles, it was observed a porous surface that may enhance thec adsorption of heavy metal ions owing to the increased surface. It was previously reported that synthesized TiO
2 nanoparticles present a crystallinity of 19 ± 4 nm with the presence of an anatase phase of 80% and rutile phase of 20% [
40]. The diameter of the analyzed samples was calculated by Image J processing software (IJ 1.46) from the SEM images shown in
Figure 4. The measurement was made in triplicate to certify the reproducibility of the obtained data, showing an average particle size of 19.03 ± 1.7 nm. This findings are very similar to the results obtained from XRD, with an average particle size of 19.13 ± 4.1 nm for the synthetized TiO
2 nanoparticles [
24].
3.2. Adsorption Study
The adsorption study was conducted to analyze the effect of the solution pH and particle size on the removal of nickel ions from aqueous solution using different agricultural biomasses. The optimum operating conditions were selected to evaluate the performance of chemically modified materials.
Figure 4 depicts the influence of the initial solution pH using particles sized 0.355, 0.5 and 1 mm. The adsorption capacities varied in the range 12–20 mg/g. However, for all biomasses, the highest removal yields were reached at pH = 6. Orange peels reported the best performance on nickel ion uptake followed by lemon peels at a pH above 4, while for pH = 2, yam peels and cassava peels reached the optimum results. To remove nickel ions from aqueous solution, 0.355 mm OP biomass at pH = 6 achieved the highest results of 78.23%. This can be explained because the increase in pH gives an increase in the OH concentration on the surface of the biomass, which also increases the adsorption of metallic ions.
When the particle size of biosorbent changed to 0.5 mm, the results varied between 18–20 mg/g, and OP biomass reported a similar performance to LP biomass at pH = 6. For pH = 4, there is a slight increase in adsorption results for OP. Despite the non-significant differences, the optimum removal yield increased by 1.3% when varying the particle size from 0.355 mm to 0.58 mm. When using a particle size of 1 mm, the adsorption performance was similar for both pH = 4 and pH = 6. The highest removal yield was reached by OP biomass at pH = 4, followed by YP biomass at pH = 6−. In general, the adsorption results varied from 43.63% to 77.69%, which are lower than those obtained when considering a particle size of 0.5 and 0.355 mm.
The pH of the solution also plays a vital role in the speciation of nickel, determining its presence in different forms based on reactions with surface acidic functional groups while pH varies, as is described in Equations (5) and (6) [
41]:
In order to evaluate the individual interaction and the quadratic effects of the variables that influence the Ni(II) removal efficiency, an analysis of variance (ANOVA) was performed. An R
2 adjusted for degrees of freedom (LG) of 99% was obtained for orange peel, 95% for lemon peel, 93% for yam peel and 83% for cassava peel. F-factor values are shown in
Table 2 for percent Ni(II) removals. A confidence level of 95% was established for the
p-Value, so variables with a
p-Value less than 0.05 were considered significant [
42]. From the variance analysis of
Table 4, it can be established that the variable with a significant statistical influence on the Ni(II) removal process using the four biomasses was the pH.
Based on the adsorption performance of the lignocellulosic materials, the optimum conditions were identified and summarized in
Table 5.
The effect of incorporating the TiO
2 nanoparticle on the biopolymer matrix of the biosorbents was assessed at the defined conditions shown in
Table 1. The adsorption results for modified materials are depicted in
Figure 5. The biosorbent performance was increased for the cassava peel and lemon peel biomasses chemically modified with TiO
2 nanoparticles to 17.3 and 20 mg/g, respectively. For the chemically modified orange peels and yam peels biomasses, the increase in adsorption capacity was 21.3 and 18.01, respectively. The superior performance of the orange peel, with respect to the other biomasses evaluated, can be explained because of the higher presence of cellulose in its structure, which would increase the amount of active adsorption centers and binding points for the successful modification with TiO
2 [
14].
Apart from the surface properties of the adsorbent and the environment of the aqueous solution, the most relevant studies of the retention mechanisms do not consider the existing ionic form of heavy metals, which includes complex cations, free cations, free oxyanions [
43] or the formation of interphase precipitates as insoluble hydroxides or oxides, which is one of the most important aspects affecting the elimination mechanism. It is well known that trace level adsorption (ion exchange) is often completely different compared to macro-level processes. Therefore, a deep exploration of the key control parameters and retention mechanism in more dilute systems could be favorable for developing accurate sorption models that can effectively predict the transport and fate of heavy metal ions and gain a better understanding of the sorption process. The adsorption potential of lignocellulosic adsorbents is postulated mainly due to the chelating behavior of the amino groups present on their surface [
44].
Likewise, the presence of titanium dioxide nanoparticles on its surface represents a mechanism related to the site-binding theory, taking into account that heavy metal ions hydrolyze in an aqueous medium and the negative surface charge of TiO
2 nanoparticles promotes the electrolytic ion adsorption of metal cations on metal oxide nanomaterials by electrostatic attraction [
16], as described in Equations (7)–(9).
The negative surface charge of the TiO2 nanoparticles during the proton exchange reaction in an aqueous medium allows the formation of the (TiO-)2Ni+2 species, increasing the adsorption capacity of the treated biomasses.
Table 6 shows the adsorption capacities data reported for removing Ni(II) with adsorbents of a different nature modified with TiO
2 nanoparticles. The results obtained in the present study were in the low range for bioadsorbents modified with TiO
2; nevertheless, the method used to produce the biomasses modified with TiO
2 is simple and unexpensive, compared with the synthesis of the biocomposites.