Open Access Article
Vlad A.
Neacșu†
a,
Maria Minodora
Marin†
a,
Anca
Dumitru
b,
Cristina Elena
Stavarache
ac,
Elena
Olăreț
a,
Erika
Blânzeanu
a,
Dana
Culiță
d,
Victor
Fruth
d,
Florica
Papa
d,
Marielle
Huvé
e,
Pascal
Granger
*e and
Marian Nicolae
Verziu
*a
aDepartment of Bioresources and Polymer Science, Advanced Polymer Materials Group, Faculty of Chemical Engineering and Biotechnologies, National University of Science and Technology Politehnica Bucharest, 1-7 Gh. Polizu Street, Bucharest, Romania. E-mail: marian.verziu@upb.ro
bFaculty of Physics, University of Bucharest, 077125 Măgurele, Romania
c“C.D. Neniţescu” Institute of Organic and Supramolecular Chemistry, 202-B Splaiul Independenţei, RO-060023, Bucharest, Romania
d“Ilie Murgulescu” Institute of Physical Chemistry, Romanian Academy, Bucharest, 060021, Romania
eUniv. Lille, CNRS, Centrale Lille, Univ. Artois, UMR 8181 – UCCS – Unité de Catalyse et Chimie du Solide, F-59000 Lille, France. E-mail: pascal.granger@univ-lille.fr
First published on 5th November 2025
Lactic acid obtained from cellulose over heterogeneous acid catalysts is one of the key areas in bioeconomy. Herein, we develop a series of biochar-supported nano-titanium–niobium oxides (with 10% Ti and 0.25 to 15% Nb) prepared via wet impregnation and evaluate their performances in cellulose conversion to lactic acid. We report for the first time a biochar which displays trimodal (micro-, meso-, and macro-) porosity and high surface area due to the synergistic effect between lanthanum and zinc during the carbonization of spent coffee grounds. The successful impregnation of Nb and Ti species on the surface of the biochar was confirmed by XRD, TGA, XPS, AFM, SEM-EDS, and STEM-EDS. The presence of niobia and titania generated a significant increase in the catalyst's acidity as noticed by NH3-TPD and, subsequently, improved the lactic acid yield from 1.6% (for 10% Ti/AC) to 14% (for 10% Ti–0.5% Nb/AC). Furthermore, the high-water tolerance of niobium and titanium species allowed the biochar-supported nano-titanium–niobium oxides to be recycled three times without a significant loss in their catalytic activity.
Sustainability spotlightThis study focuses on the valorisation of spent coffee grounds into a green biochar, with trimodal porosity, which supports highly dispersed TiO2 and Nb2O5 nanoparticles and is used for the conversion of cellulose to value-added compounds such as lactic acid. Both the synthesis of these new materials and lactic production from cellulose were carried out in agreement with the principles of green chemistry. Therefore, this work aligns with the United Nations Sustainable Development Goals mainly with responsible consumption and production (SDG 12) and climate action (SDG 13). |
The linear structure of cellulose, which involves glucose units connected through β-1,4-glycosidic bonds, becomes an important target for industry in view of its transformation into value-added products such as ethylene glycol,4 5-hydroxymethylfurfural (HMF),5 levulinic acid (LevA),6 lactic acid (2-hydroxypropanoic acid, LacA),7,8 or glycolic acid (GlycA).9 Among them, LacA is one of the most important platform molecules due to its wide applications in food processing and preservation, the pharmaceutical and cosmetic industries,10 and the production of other bio-based chemicals (e.g., acrylic acid, 2,3-pentanedione, and acetaldehyde).7 The catalytic system involved in the reaction, whether a base, a Lewis acid, or a redox perovskite, is one of the key challenges for the efficient conversion of cellulose and cellulose-derived carbohydrates to LacA. Compared to alkali (producing mainly lactates) or perovskites (LacA yield < 50%), the LacA yields (ηLacA) from carbohydrates obtained on Lewis acid catalysts are higher than 50%.11 The transformation of cellulose into LacA involves both Brønsted and Lewis acid sites and is carried out in several steps (Scheme 1): Brønsted acid sites catalyse the hydrolysis of cellulose to glucose, which then isomerises to fructose. Fructose undergoes a retro-aldol reaction over Lewis acid sites and is converted to 1,3-dihydroxyacetone and glyceraldehyde, with the latter then being converted to LacA.12,13
LacA production from biomass at industrial scale is not feasible without lowering the costs and increasing the efficiency of catalysts. The use of alkaline catalysts such as Ca(OH)2 in the conversion of cellulose led to a high ηLacA (∼27%) in a short time (90 s),14 but further developments were limited by the poor recyclability of the catalyst and the undesired reaction between the catalyst and LacA, resulting in calcium lactate. In the search for cheap and efficient catalysts, a particular interest has been paid to developing heterogeneous catalysts, due to their facile recovery and improved recyclability. Alumina-supported catalysts with various amounts of erbium oxide showed good catalytic activity in the one-pot conversion of cellulose to LacA in aqueous solution under an inert atmosphere and the highest ηLacA (45.8% in 3 h) was obtained at 240 °C.15 Zhang et al.16 studied the influence of Zn, Ni, and activated carbon in the presence of NaOH on the hydrothermal conversion of glucose to LacA. The large surface area of activated carbon, which increased the contact area of the reactants, and the presence of Zn and Ni improved the production of LacA, reaching ηLacA up to 55%. The importance of Lewis acid sites of Sn–beta zeolites was also highlighted by Holm et al.17 in the production of LacA or its derivatives from carbohydrates. The addition of Mg besides Sn in beta zeolites led to a higher ηLacA from biomass-derived carbohydrates due to the synergistic effects of bimetals and the hierarchical structures in Mg–Sn–beta-H zeolites.18ηLacA above 50% was also reported by Cui et al.19 in the conversion of glucose over hierarchical Zr–BEA zeolites. Moreover, the cooccurrence of Lewis and mild Brønsted acidity of ZrO2–TiO2 (ref. 20) or porous titanosilicates21 allowed the production of lactates from trioses. On the other hand, the poisoning of acid sites by water narrowed down the applicability of solid acids in the aqueous medium.22 Alternative approaches investigated the use of Nb-based catalysts in various biomass-derivative conversions, due to the high stability of their acid sites in aqueous media. Both Lewis and Brønsted acid sites coexist at the surface of Nb2O5, but the incorporation of Sn enhanced the Lewis acidity and consequently the ηLacA (up to 83%).23 Thus, the catalytic performances of Nb-based materials (Nb@CaF2Nb@AlF3) in the conversion of cellulose to LacA were previously studied and it was found that ηLacA is directly correlated with the niobium content in niobium-modified aluminium hydroxyfluorides (Nb@Al(OH)xF3−x), while Nb@Ca(OH)xF2−x catalysts displayed improved hydrothermal stability and led to similar yields (15.4% over Nb@Ca(OH)xF2−xversus 17.0% over Nb@Al(OH)xF3−x).24,25
Herein we report the synthesis of nano-Ti- and Nb-based catalysts with high stability and surface area after deposition on a new mesoporous activated biochar (AC) prepared from spent coffee grounds (SCGs). AC offers enhanced dispersion, improved durability and reusability of the catalysts, and provides a stable framework that minimises catalyst leaching.26 In this study, we converted SCGs to a biochar by carbonising them together with appropriate amounts of zinc and lanthanum chloride. For the first time, we obtained a biochar with both micro- and mesopores and a high surface area. These characteristics are particularly interesting since the activation with FeCl3,27 ZnCl2,28 or KOH29 led to biochars with high surface area, but much smaller pores compared to those reported in this work. Moreover, the ability to create catalytically-active metal sites with precise dimensions, distribution, and positioning in micro-, meso-, and macroporous materials also caught the attention of researchers from industry and academia. One application of these new materials was their catalytic performance in the conversion of cellulose to LacA, where the titania-based catalyst shows low catalytic performances.30 Different parameters of the catalyst were investigated, including niobium content, textural properties, and the reaction conditions, especially the temperature as a critical parameter for kinetics and stability.
All reagents were used as received, without further purification.
For comparison, two other biochars were synthesised, but they were activated with either only ZnCl2 (ACmicro) or LaCl3 (ACLaCl3).
For comparison, the ACmicro was further impregnated with titanium and niobium in order to obtain 10% Ti–10% Nb/ACmicro.
For the catalytic stability tests, the recovered mixture (catalyst and unreacted cellulose) was washed with water, dried, and weighed. Then a fresh amount of cellulose equal to the amount of reacted cellulose was added in order to evaluate the catalytic activity using the same experimental conditions that were used in the first catalytic cycle. The reaction products (Fig. S1) were analysed by GC-FID using an 8890GC System Agilent, HP-5MS inert column (30 m × 0.25 mm ID × 0.25 µm film). The carrier gas used is helium with a flow of 1 mL min−1, the injector was operated at 280 °C with a split ratio of 100
:
1 and the oven temperature was programmed as follows: 60 °C for 1 min and then gradually increased to 280 °C at 10 °C min−1. The identification of the silylated derivatives of water-soluble products was made using an 8890 GC System Agilent gas chromatograph equipped with a 5977C GC/MSD mass spectrometer using the aforementioned conditions. The procedure used in chromatographic analysis was similar to that reported in our previous study.34
The thermogravimetric curves are similar for all samples, with the first mass loss occurring between 25 and 140 °C (Fig. 1c) corresponding to the elimination of physically adsorbed and chemisorbed water molecules.40 The second step (140–350 °C) corresponds to the elimination of the weakly bound OH groups and the thermal decomposition of the organic part from the titanium and niobium precursors. The weight loss observed in the 350–700 °C range could correspond to the decomposition of the remaining Ti- and Nb-based compounds.41 On the other hand, the formation of Nb–O–Ti bonds may be caused by the lower weight loss of 10% Ti–10% Nb/AC (44.4%) compared to 10% Ti/AC (52.55%).
The oxidation states of Ti and Nb and the relative surface composition were investigated using XPS analysis. The Ti 2p XPS spectrum of 10% Ti/AC consists of two components due to spin–orbit splitting, Ti 2p3/2 and Ti 2p1/2, which are observed at 458.7 eV and 464.5 eV, respectively (Fig. 1d and Table S1), confirming the 4+ oxidation state of Ti.42 After the addition of niobium, no significant change was observed in the spectrum, confirming no change in the oxidation state of Ti and indicating a strong interaction between Nb and Ti, which was previously ascribed to Nb–O–Ti bond formation.43 The Nb 3d XPS spectrum consists of two components due to spin–orbit splitting, Nb 3d5/2 and Nb 3d3/2, which are seen at 207.0 eV and 209.7 eV, respectively and are congruent with the 5+ oxidation state of Nb, likely as Nb2O5 oxide. No significant changes were seen in the position and FWHM of the peaks with increasing Nb content (Fig. 1e and Table S2). The O 1s spectrum was deconvoluted into three components (Fig. S3 and Table S3): the lowest-energy component found between 529.7 and 530 eV corresponds to the lattice oxygen in the metal oxide structure;44,45 the one at ∼531 eV corresponds to the acidic bridging hydroxyl groups in the metal oxides46 or to the adventitious hydroxyls of water,47 while the last one is attributed to organic oxygen (bound to carbon atoms).48 In our case, we postulate that the third component, appearing at higher B.E. values, corresponds to carbonate species, consistent with the observation of weak contributions on the C 1s spectrum near 286.0 eV and 288.0 eV, which are assigned to C–OH and C
O functional groups. Semiquantitative analysis shows that the gradual increase of the Nb/Ti ratio is consistent with the evolution of the nominal composition of niobium, while the surface O/(Ti + Nb) ratio remains relatively constant (Table S4).
The textural properties of AC changed after the incorporation of Nb and Ti, showing a decrease in specific surface (from 859 to 450 m2 g−1) and average pore size (from 6.8 to around 4 nm) (Table 1). Moreover, even after titanium and niobium impregnation, the AC retained the type IV isotherm (Fig. 1f),49 regardless of the titanium or niobium loadings.
| Catalyst | Specific surface area (m2 g−1) | Average pore size (nm) | Average pore volume (cm3 g−1) |
|---|---|---|---|
| AC | 859 | 6.8 | 0.19 |
| 10% Ti/AC | 543 | 4.9 | 0.11 |
| 10% Ti–0.25% Nb/AC | 527 | 4.2 | 0.08 |
| 10% Ti–0.5% Nb/AC | 510 | 4.0 | 0.08 |
| 10% Ti–1% Nb/AC | 489 | 4.0 | 0.09 |
| 10% Ti–3% Nb/AC | 462 | 3.8 | 0.08 |
| 10% Ti–5% Nb/AC | 513 | 4.4 | 0.1 |
| 10% Ti–10% Nb/AC | 511 | 4.1 | 0.09 |
| 10% Ti–15% Nb/AC | 450 | 4.4 | 0.08 |
Sample morphology on the nanoscale level and the distribution of titanium and niobium on the AC surface were assessed by STEM-EDS mapping. The Nb and Ti particles showed no regular shape, with sizes up to 3 µm (Fig. 2a–e). The mapping showed that the distribution of C and (TiNb) is almost anti-correlated, although some C is present throughout the entire sample. The quantification of the EDS maps on the rich (TiNb) areas confirmed the presence of Nb species in all samples (average composition indicated in white in Fig. 2a–e). These observations are in relatively good agreement with XPS measurements, emphasising the segregation of TiO2 and Nb2O5 rather than the build-up of Ti–O–Nb entities, which would correspond to a random distribution of Nb and Ti in the analysed area.
AFM imaging has been widely used to determine the particle size of 2D materials.50 In agreement with XRD, the AFM images showed nanosized particles of niobium-doped titania for both 10% Ti–0.25% Nb/AC and 10% Ti–15% Nb/AC. For low Nb loading, the nanoparticles are in the range of 20–40 nm, while at higher loadings the nanoparticle sizes are up to 200 nm, which can be attributed to aggregation51 (Fig. 2f–h). As can be noticed, the spherical shape of the particles was maintained irrespective of the amount of niobium added.
The presence of acid sites both in the presence and absence of titanium and niobium on the AC surface with different strengths was highlighted by NH3-TPD measurements (Table 2 and Fig. S4). In agreement with the literature, the acid sites can be weak (desorption temperatures from 150 to 250 °C), medium (250 to 350 °C), and strong (350–600 °C).52 Although an increase in the concentration of strong acid sites due to the presence of titanium was noticed, the increase was much more significant with the addition of a small amount of niobia. We notice a linear correlation between the surface Nb/Ti ratio and the total amount of desorbed ammonia (Fig. S5). While the presence of titania led to an increase in the acidity as a result of Lewis acidity,53 generating new Lewis and Brønsted acid sites, the addition of niobia led to an additional increase in the acidity.51 On the other hand, an increase in niobium loading above 1% affected the stability of the anatase structure which led to the formation of an amorphous niobia–titania mixed oxide (Fig. 1a) justifying the minor increase in acidity compared to that obtained for 0.25% niobium loading (Table 2).54
| Catalyst | µmol NH3 per g | Acid site density (µmol m−2) | |||
|---|---|---|---|---|---|
| Low | Medium | High | Total | ||
| AC | 227 | 176 | 1976 | 2379 | 2.76 |
| 10% Ti/AC | 174 | 114 | 2350 | 2638 | 4.85 |
| 10% Ti–0.25% Nb/AC | 202 | 18 | 3879 | 4099 | 7.77 |
| 10% Ti–0.5% Nb/AC | 184 | 16 | 3904 | 4104 | 8.04 |
| 10% Ti–1% Nb/AC | 90 | 39 | 3990 | 4119 | 8.42 |
| 10% Ti–3% Nb/AC | 291 | 54 | 3972 | 4317 | 9.34 |
| 10% Ti–5% Nb/AC | 249 | 62 | 4021 | 4332 | 8.44 |
| 10% Ti–10% Nb/AC | 266 | 78 | 4121 | 4465 | 8.73 |
| 10% Ti–15% Nb/AC | 111 | 102 | 4351 | 4564 | 10.14 |
The addition of niobium along with titanium significantly increased the acidity of the material and ηLacA (from 1.6% over 10% Ti/AC to 14% over 10% Ti–0.5% Nb/AC). When varying the amount of Nb in the sample, a volcano plot-like trend is observed for both the cellulose conversion and ηLacA (Fig. 3a). Optimal parameters are observed at low Nb content (0.5–1% Nb) while subsequent increases in Nb loading have a detrimental effect on the overall catalytic activity. At low loadings, the niobia species are expected to be well-dispersed and isolated on the surface of the biochar support through Nb–O–C bonds. An increase in niobia loading also increases the number of Nb–O–Nb or Ti–O–Nb bridges due to the interaction between isolated species and their nearest neighbours,51,57 which in turn lowers the catalytic activity. Therefore, catalytic performances were enhanced at low niobium loading due to the synergistic interaction between Brønsted and Lewis acid sites generated on the surface of the support as a result of the catalyst preparation. The ηLacA decrease with increased niobium loading is in line with STEM-EDS analysis that shows preferential segregation of TiO2 and Nb2O5 on 10% Ti–5% Nb/AC.
The low catalytic activity of the samples with high niobium loadings can be attributed to the amorphisation of niobia and titania, as confirmed by the XRD analysis (Fig. 1a). An increase in Nb-loading leads to the amorphisation of niobia and the formation of saturated Nb species, whose catalytic activity is lower than that of unsaturated niobium from crystalline niobia.58 A decrease in crystallite size as a result of Nb addition alongside Ti was highlighted in our previous study59 and a positive correlation between anatase crystallite size and catalytic performance in the photo-degradation of phenol was reported by X. Wang et al.60 Therefore, the behaviour of our catalysts in the conversion of cellulose to LacA as a function of the Nb loading is in agreement with literature data and the particle aggregation at 15% Nb loading (Fig. 2h) justifies the low catalytic activity of 10% Ti–15% Nb/AC (Fig. 3a).
The effectiveness of the 10% Ti–5% Nb/AC catalyst is related to parallel reactions involving fructose as a common intermediate product. Afterwards, undesired reaction pathways can lead to the ultimate formation of LevA promoted on Brønsted and Lewis acid sites. In this specific case, the acidic function would outperform the redox function of the catalyst. To a certain extent, such a trend is in agreement with our results, where the higher Nb loadings increased the acidity. This evolution is well illustrated in the particular case of 10% Ti–5% Nb/AC. Various experimental parameters were investigated, including the amount of the catalyst. As such, doubling the catalyst amount led to an enhancement of ηLacA from 4.6% to 9.2% (Fig. 3b). The correlative decrease in ηLevA at higher catalyst loadings could be attributed to humin formation through HMF aldol addition and condensation.61
Although most heterogeneous catalysts lose their Lewis acids in hydrolysis processes, the Lewis acidic nature of unsaturated Ti4+ and Nb5+ sites leads to a low interaction with water molecules and thus low hydration, which justifies the catalytic activity of niobia and titania in aqueous media.62,63 On the surface of titania, there are both saturated (in TiO6 octahedra) and unsaturated (in TiO4 tetrahedra) titanium atoms, with the latter still acting as Lewis acid sites even in water. A similar behaviour was observed for Nb2O5, where some of the unsaturated NbO4 tetrahedra maintain their Lewis acidity even in water.63 Therefore, the Lewis acid sites in the TiO4 and NbO4 tetrahedra allowed the reusability of 10% Ti–5% Nb/AC for four catalytic cycles without any significant loss in catalytic activity (Fig. 3c). We attribute the slight decrease in the conversion to the formation of undissolved humins during the production of HMF,64 which may block the conversion of residual cellulose.65 To date, only a handful of studies reported the conversion of cellulose to LacA over titania or niobia catalysts, primarily due to their low catalytic activity. Wattanapaphawong et al. showed that niobia and titania led to ηLacA < 5%.30 An improvement in the catalytic performance of these oxides was noticed in our study by supporting niobium and titanium together on the activated biochar with trimodal (micro-, meso-, and macro-) porosity, which led to ηLacA = 14%, for a low catalyst to cellulose mass ratio (1
:
5). The production of higher ηLacA from cellulose was reported in the literature, but it required harsher conditions (190 °C, 24 h, 50 MPa He) and a high catalyst (AlW) to cellulose mass ratio of 1
:
2.66 Therefore, the improvement of catalytic performance of niobium and/or titanium-based materials in the production of LacA from cellulose remains a true challenge.
Increasing the temperature from 180 °C to 210 °C resulted in a much higher ηLevA compared to ηLacA and a higher cellulose conversion (Fig. 3d), which may be attributed to the water behaviour under subcritical conditions (100–374 °C), which in turn could influence the nature of the acid properties of biochar-supported catalysts. The high water density under subcritical conditions can generate Brønsted acidity by the adsorption of H+ species on the surface of TiO2, which encourages the use of TiO2 materials in aqueous-phase biomass conversions.67 Consequently, the increase in temperature was accompanied by an increase in the concentration of Brønsted acid sites, which in turn increased the conversion of cellulose to LevA. Similar results were also reported in our previous study.34
The diffraction lines corresponding to anatase were preserved for 10% Ti–5% Nb/AC tested at 180 °C and 210 °C. On the other hand, for 10% Ti–5% Nb/AC tested at 180 °C two additional peaks were noticed at 2θ values of 14.9° and 22.4°, as well as a shoulder at around 34.2°, corresponding to unreacted cellulose.68 The absence of these peaks for the catalytic conversion at 210 °C could be due to the formation of hydrochar69 (Fig. S6a). The distribution of niobium and titanium on the surface of the activated carbon for 10% Ti–5% Nb/AC was almost homogeneous before the reaction, as highlighted by SEM-EDS mapping (Fig. S6b). However, we noticed that the distribution was affected during the catalytic process (Fig. S6c and d). On the other hand, a decrease in the amount of niobium on the surface of carbon by increasing the working temperature from 180 °C to 210 °C was noticed (Fig. S6d). This effect was also confirmed by STEM-EDS analysis (Fig. S7). Although niobia shows high stability in water even at high temperatures, harsh conditions and long exposure time can affect its stability,70 which is in agreement with our experimental results.
The 10% Ti–10% Nb/ACmicro catalyst was synthesised starting from ACmicro, allowing us to examine the impact of the support's textural properties. Adsorption–desorption isotherms confirm that the textural properties of the biochar were preserved after the Ti and Nb impregnation, with 10% Ti–10% Nb/AC showing the IV isotherm, while 10% Ti–10% Nb/ACmicro displays a type I isotherm (Fig. 4c and Table S5).
The textural properties of the biochar also influenced the crystallite size and the catalytic performance. The generation of meso- and macropores on the surface of the biochar as a result of LaCl3 allowed an increase in crystallite size of niobium doped titania from 1.6 nm (ACmicro) to 2 nm (AC), which resulted in a narrowing of the FWHM of the primary peak from 5.1° (Fig. 4a2) to 3.9° (Fig. 4a1). Therefore, the formation of niobium-doped titania with different sizes depended on the size of the pores.74 The XPS analysis of the Ti 2p and Nb 3d spectra shows no significant differences between the micro- and mesoporous catalysts (Fig. 4b).
Cellulose first interacts with the active sites on the exterior surface of the catalyst, where it depolymerises into oligomers and then into glucose. The access of these small molecules into the acidic centres is then facilitated by the meso- and macroporous structures.75 Therefore, besides the niobium loading, the porosity also influences the catalytic activity. Dias et al.76 reported the dehydration of xylose to furfural over meso- and microporous silica, with larger diameters of mesopores enhancing furfural yields. Herein, the dehydration of fructose to HMF over mesoporous biochar-supported nano titanium–niobium oxides led to an increase in ηHMF from 1.3 to 3.5% (Fig. 4d). On the other hand, lower catalytic performances of the microporous biochar-based acid catalysts can also be caused by mass transfer limitations characterised by a lower average pore size.77
As expected, the niobium-free catalyst shows the lowest catalytic activity and the lowest lactic acid yield (1.6%). Upon the addition of niobium, the activity increases, with the best lactic acid yield obtained for a niobium loading of 0.5% (14%). A further increase in Nb loading (up to 15%) caused a decrease in catalytic performances due to the collapse of the anatase structure. Increasing the reaction temperature to 210 °C during the catalytic test favours the production of levulinic acid. The biochar-supported nano-titanium–niobium oxides demonstrated good performances under hydrothermal conditions during three successive catalytic cycles for cellulose conversion into lactic acid with no significant loss in catalytic activity.
In conclusion, our work proves that the catalytic performance in the formation of lactic acid through the conversion of cellulose is affected by both the textural properties of the biochar support and the presence of niobia along with titania. The mesoporous structure enhances mass transfer and accessibility to active sites, while the cooccurrence of titania and niobia produces a synergistic interaction between Brønsted and Lewis acid sites, thus leading to improved catalytic performance in the conversion of cellulose to lactic acid. Furthermore, our work provides a general framework to synthesise novel mesoporous-biochar-supported catalysts.
| η x | Yield of x |
| AC | Mesoporous biochar activated with both LaCl3 and ZnCl2 |
| ACLaCl3 | Biochar activated with LaCl3 |
| ACmicro | Biochar activated with ZnCl2 |
| AFM | Atomic force microscopy |
| GlycA | Glycolic acid |
| HMF | 5-Hydroxymethylfurfural |
| HR-STEM | High-resolution scanning transmission electron microscopy |
| LacA | Lactic acid |
| LevA | Levulinic acid |
| NH3-TPD | Ammonia temperature-programmed desorption |
| PXRD | Powder X-ray diffraction |
| SCGs | Spent coffee grounds |
| XPS | X-ray photoelectron spectroscopy |
Supplementary information is available. See DOI: https://doi.org/10.1039/d5su00687b.
Footnote |
| † Both authors contributed equally. |
| This journal is © The Royal Society of Chemistry 2026 |