Search Results (2,697)

Monitoring surface water quality over large river systems remains challenging due to sparse in situ sampling and the need for decision-ready indicators. This study aims to address this problem by developing and evaluating an integrated Landsat 8-based backpropagation neural network and Canadian Council of Ministers of the Environment Water Quality Index (L8-BPNN-CCME-WQI) for precise surface water quality assessment over the Saint John River (SJR), New Brunswick, Canada. The proposed approach combines atmospherically corrected Landsat 8 imagery, BPNN for estimating multiple surface water quality parameters (SWQPs), and CCME-WQI to translate SWQP fields into transparent water quality levels. The L8-BPNN-CCME-WQI models were trained using in situ measurements of turbidity, total suspended solids (TSS), total solids (TS), total dissolved solids (TDS), chemical oxygen demand (COD), biochemical oxygen demand (BOD), dissolved oxygen (DO), pH, electrical conductivity (EC), and temperature collected during our five field campaigns (from June 2015 to August 2016) and surface reflectance from five Landsat 8 scenes. The developed models achieved high performance during internal calibration and testing (R² ≥ 0.80 for all SWQPs) and demonstrated robust performance (R² ≈ 0.75–0.88) when applied to two independent surface water quality datasets from additional rivers across New Brunswick. Pixel-wise SWQP predictions were then input to the CCME-WQI formulation to derive reach-scale water quality levels, revealing that the lower Saint John River basin (below the Mactaquac Dam) is generally classified as “Fair” (CCME-WQI ≈ 67), whereas the middle basin upstream (above the Mactaquac Dam) is “Marginal” (CCME-WQI ≈ 59), reflecting stronger industrial and agricultural pressures. Overall, the L8-BPNN-CCME-WQI framework provides a scalable methodology for converting multi-parameter satellite-derived water quality information into spatially exhaustive CCME-WQI classes, supporting targeted regulation, prioritization of mitigation in critical reaches, and evaluation of management actions in large river systems. Full article

The management of invasive alien species (IAS) generates large amounts of plant waste biomass that is commonly disposed of by burning or destruction, leading to environmental and economic drawbacks. At the same time, the production of synthetic dyes and pigments used in printing and graphic applications remains a significant source of pollution. In this context, the valorization of IAS biomass as a source of natural colorants represents a sustainable alternative aligned with circular economy principles. Here, biocompounds and natural dyes were extracted from four invasive or non-native plant species—Arundo donax, Phytolacca americana, Tradescantia fluminensis, and Eucalyptus globulus—using five solid–liquid extraction methods: infusion, infusion with heat, thermal agitation, Soxhlet extraction, and ultrasonic-assisted extraction. Extraction efficiency and color preservation were comparatively evaluated. Although Soxhlet extraction provided the highest extraction yield (up to 30.5%), infusion with heat proved to be the most suitable method for preserving color integrity and minimizing oxidation. Liquid dyes obtained by the selected extraction method were converted into solid pigments through a lake pigment precipitation process using aluminum potassium sulfate and sodium bicarbonate. The resulting pigments were characterized in terms of chemical composition, particle size, and chromatic properties, and subsequently formulated into oil-based inks using linseed oil as binder. Scanning electron microscopy revealed pigment particle sizes ranging from approximately 2.1 to 8.3 µm, depending on the plant source, and confirmed adequate ink penetration and distribution on commercial printmaking paper. The obtained pigments exhibited color tones ranging from yellow to brown and grey, mainly associated with the phenolic and tannin content of the original biomass. Printing tests demonstrated the suitability of the developed inks for manual printmaking techniques, highlighting the potential of IAS-derived pigments as sustainable alternatives for artistic and printing applications. Full article

Glycidyl azide polymer (GAP)-based polyurethane, a kind of energetic thermoplastic elastomer (ETPE), is a promising binder for advanced solid propellants, but its thermal decomposition involves overlapping competitive reactions that conventional single-step kinetic models cannot characterize accurately, limiting its engineering applications. To address this limitation, a constrained asymmetric Gaussian deconvolution strategy with fixed peak area ratios and shape constraints was developed in this work. This strategy was applied to resolve overlapping reaction rate curves converted from derivative thermogravimetric data of GAP-based ETPEs with 50 wt% GAP content at four heating rates of 5, 10, 15 and 20 K·min⁻¹. The complex decomposition process was successfully split into five stages, assigned to azide cleavage, polyether backbone scission, carbamate cleavage, hydrocarbon product degradation and residue decomposition, with a goodness of fit of R² > 0.998. Apparent activation energies of the five stages were determined through cross-validation by the Friedman and Flynn–Wall–Ozawa methods without prior assumption of reaction mechanisms, following the order of residue decomposition (181.4 ± 1.0 kJ·mol⁻¹) > hydrocarbon product degradation (159.9 ± 1.0 kJ·mol⁻¹) ≈ azide cleavage (156.5 ± 0.6 kJ·mol⁻¹) > backbone scission (135.1 ± 0.7 kJ·mol⁻¹) > carbamate cleavage (111.9 ± 1.1 kJ·mol⁻¹). Pre-exponential factors with lnA₀ values ranging from 22.2 to 34.0 were derived via the kinetic compensation effect. Finally, generalized master plots were employed to compare with classic solid-state reaction models for mechanistic insight, and the Šesták–Berggren model fit three major stages excellently (R² > 0.996) by accounting for synergistic nucleation-growth and phase boundary mechanisms, enabling high-precision kinetic equations. It should be noted that the constrained deconvolution method proposed in this work has general applicability for kinetic analysis of GAP-based ETPEs with different formulations and other complex energetic polymer systems, while the obtained kinetic parameters are composition-specific and only applicable to the corresponding ETPE formulation studied herein. Full article

The aim of this study was to identify chemical formulations that stimulate Apis mellifera colony development by enhancing queen egg-laying under protein-supplemented conditions. Feeding trials were conducted in early spring, when natural food sources are scarce. The experiment was conducted in two Romanian apiaries and included four treatment groups. Three formulations included protein-enriched bee food: two standard variants and one supplemented with essential fatty acids. All were administered alongside behavioral stimulants (T1–T3). A fourth treatment served as a control, containing only protein-based food without brood pheromones or additional stimulants (T4). Pheromone blends were formulated based on brood-emitted volatiles identified by solid-phase microextraction-gas chromatography coupled with mass spectrometry (SPME–GC–MS). The effects of the treatments were evaluated by measuring queen egg-laying and brood area development. Results showed that treatments based on brood ester pheromones (BEP)–T1 and a fatty acid blend (FAB)–T3 significantly stimulated queen egg-laying and brood production, with comparable performance and a slight advantage for T3. In contrast, combining BEP with a fatty acid-supplemented protein diet (T2) produced a moderate effect, consistent with regulated lipid intake in honey bee colonies. These findings indicate that brood-associated semiochemicals, combined with protein supplementation, can effectively stimulate colony growth. Full article

Jojoba oil is a well-established skin-beneficial liquid wax with high value in topical formulations. Bigels, as preferred semi-solid dosage forms, serve as versatile platforms by incorporating hydrogels and oleogels to leverage their advantages and address their limitations. In this study, jojoba oil bigels were developed using sorbitan monostearate (20%, w/w) as an oleogelator and different hydrophilic bases, 1% Carbomer 940, 6% methylcellulose, or 20% Poloxamer 407 gel, with all concentrations expressed relative to the corresponding phase. Nine bigels were obtained by varying hydrogel-to-oleogel ratios (90:10–70:30). They were evaluated in terms of their organoleptic, microstructural, and textural characteristics. Both the hydrogel matrix type and the phase proportion impacted the studied properties. Carbomer bigels displayed the highest spreadability, methylcellulose formulations showed the greatest adhesiveness, and poloxamer systems exhibited maximum firmness and cohesiveness, with a comparatively more homogeneous phase distribution. The increase in oleogel content enhanced firmness and cohesiveness while modulating spreadability and adhesiveness in a hydrogel-dependent manner. Moreover, all designed formulations remained physically stable after centrifugation, but only those containing 80% carbomer gel or 70% or 80% poloxamer gel preserved their mechanical characteristics without significant changes after freeze-thawing. Besides identifying three promising biphasic dermal drug delivery platforms, these findings reinforce the tunability of bigels through the careful component selection. Full article

The aim of this study was to investigate the effect of hemp protein addition on the structural, rheological, textural, color, and bioactive properties of gelatin hydrogels. Composite systems containing 0–20% hemp protein were analyzed to clarify the mechanism of interaction with the gelatin matrix and to determine whether hemp protein acts as a passive filler or an active structure-forming component. In all formulations, the gelatin concentration was kept constant at 5% (w/w), while hemp protein was added at increasing levels without replacing the gelatin phase, resulting in systems with increasing total solid content. The addition of hemp protein significantly enhanced water-holding capacity and gel strength, as confirmed by rheological measurements and texture profile analysis. Thermorheological analysis revealed a gradual transition from a classic thermoreversible gelatin gel to reinforced composite networks, with the viscoelastic response increasingly governed by the hemp protein structure at higher concentrations (15–20%). Frequency- and amplitude-sweep tests demonstrated improved mechanical stability and reduced frequency dependence. FTIR analysis indicated reorganization of hydrogen bonding and an increasing contribution of hydrophobic interactions related to the lipid fraction of hemp protein. Furthermore, the addition of hemp protein led to a marked increase in antioxidant activity (ABTS and FRAP) and significant changes in color parameters. These results demonstrate that hemp protein functions as an active structural and functional component in gelatin hydrogels, enabling the development of materials with tailored mechanical properties and enhanced bioactivity. Full article

Background/Objectives: Selection of polymer carriers for targeted drug delivery is typically guided by material availability or trigger responsiveness rather than disease-specific evidence. However, successful preclinical formulations may already encode implicit design rules linking polymer composition to particular pathological environments. This study aimed to identify reproducible material-disease associations across biodegradable polymer systems and to derive formulation-oriented guidance for disease-calibrated carrier selection. Methods: A structured synthesis of 65 preclinical in vivo studies (2020–2025) covering inflammatory bowel disease, arthritis, cardiovascular inflammation, and solid tumors was performed. Extracted variables included polymer family, backbone chemistry, stimulus responsiveness, disease model, and reported therapeutic benefit relative to controls. Associations between polymer composition, trigger mechanisms, and disease categories were analyzed using cross-tabulation, chi-square statistics, Cramér’s V, and direction-of-effect synthesis. Results: Distinct material-disease clustering patterns emerged. Ionizable polysaccharide and methacrylate systems (e.g., alginate, chitosan, Eudragit) were strongly associated with intestinal inflammatory models, reflecting reliance on pH- and ion-mediated mechanisms. Enzyme-degradable hyaluronic acid matrices were concentrated in joint and cartilage disorders characterized by protease overexpression. Oxidation-sensitive polyether systems (e.g., PEG-PPS) and redox-active hybrid platforms predominated in atherosclerosis and tumor models, where oxidative stress is a defining pathological feature. Composite and multi-responsive systems were disproportionately represented in tumors, consistent with microenvironmental heterogeneity. Across studies, therapeutic improvement was consistently reported when polymer functional motifs aligned with dominant biochemical drivers of the disease. Conclusions: Successful biodegradable polymer carriers exhibit disease-specific compatibility patterns rather than universal applicability. These recurring associations suggest that polymer selection can be guided by pathological context even in the absence of direct outcome comparisons. The resulting formulation-oriented framework supports rational carrier choice for personalized drug delivery based on disease-specific microenvironment signatures. Full article

Background: Thermostability remains a key bottleneck for equitable access to mRNA-LNPs vaccines, mainly due to cold-chain requirements. Objectives and methods: Here, we optimized freeze-drying formulations by screening excipients (sugars, sugar alcohols, and proteins) and buffers to preserve mRNA-LNPs as solid formulations under ambient and refrigerated conditions. Physicochemical properties (size, polydispersity index [PDI], and encapsulation efficiency [EE]) and functional integrity, assessed by fluorescence-based in vitro transfection assays, were evaluated during long-term storage of up to six months. Results: Preliminary screening identified 20% sucrose and trehalose with Tris or histidine buffers as optimal for preserving physicochemical properties during freeze-drying, including high encapsulation efficiency (>90%), particle size (~200 nm), and low polydispersity (PDI < 0.2). Mannitol, gelatin, and PBS-based buffers showed adverse effects. At 4 °C, formulations F1–F3 maintained physicochemical stability and functional transfection activity for up to four months. In contrast, 20 °C storage caused progressive destabilization, with increased size, PDI, and encapsulation loss (>60% by six months). Among all formulations, 20% sucrose with 5 mM Tris (F1) showed the most robust preservation of physicochemical integrity and in vitro transfection efficiency under refrigerated and ambient conditions. Conclusions: Sugars outperformed sugar alcohols and gelatin as cryoprotectants. All formulations were stable, including functionally active at 4 °C for up to four months, while a sucrose/Tris formulation retained acceptable stability at 20 °C. Overall, the results demonstrate the feasibility of storing mRNA drug products as solid formulations at non-freezing temperatures. Full article

The effects of dietary inclusion of the macroalgae Codium tomentosum, either untreated or pre-treated with high-solid-loading alkaline hydrolysis, on the oxidative status, intestinal immune responses, and gut microbiota was evaluated in European seabass juveniles. Four diets, a control diet (CTR) and three diets containing 7.5% C. tomentosum, either untreated (COD) or pre-treated for 30 min (COD30) or 60 min (COD60), were formulated and fed for 11 weeks. Fish fed the COD30 diet showed increased intestinal lipid peroxidation, higher plasma lysozyme activity, and reduced total glutathione, compared with CTR and COD. In parallel, distal intestine inflammatory (TNF-α, IL-10, IL-1β) and apoptotic (CASP3, CASP9) gene expression was downregulated relative to COD diet, suggesting a dissociation between oxidative damage and inflammatory activation. In fish fed COD60, intestinal lipid peroxidation plasma lysozyme activity were reduced and distal intestine inflammatory and apoptotic gene expression was lower than in COD diet. Hepatic oxidative stress markers were not affected by dietary treatment. DGGE analysis revealed no significant changes in microbial richness or diversity, although COD30 increased digesta community similarity. Overall, high-solid-loading alkaline pre-treatment of C. tomentosum for 60 min mitigated the oxidative and inflammatory/apoptotic impacts associated with dietary inclusion of the untreated macroalga, supporting ingredient processing as a strategy to improve the functional value of macroalgal aquafeeds. Full article

Background/Objectives: The formulation development of Isotretinoin (ISN) is limited by its solubility and stability issues. This study aimed to characterise the BCS class II drug ISN, particularly the possible different solid state and formulate amorphous solid dispersion aiming for a supersaturation state. Methods: ISN’s physical states are investigated in its raw form, quench-cooled form, physical mixture with the polymer and corresponding solid dispersion form. Quench-cooled ISN was prepared in situ using DSC. Carrier stabilisation of ISN was attempted using the solid dispersion technique. Hereby, the solid dispersion of drug-polymer PVPVA at a ratio of 1:3 was prepared using the solvent evaporation method. Solid dispersion, physical mixture and raw ISN were characterised for the saturated solubility. Physical characterisation of the samples was performed using DSC, ATR-FTIR and a light microscope. Results: Two polymorphs of ISN (forms I and II) were found in the raw ISN, with form II being thermodynamically more stable. ISN possesses strong crystallinity and resistance to amorphisation under the applied quench-cooling condition without the presence of a carrier system. The conjugated polyene structure in ISN contributes to the polymorphic transformation and isomerisation. The incorporation of PVPVA in the solid dispersion system successfully improved the water solubility (sixfold) of ISN despite a combination of crystalline and amorphous components being present in the system. Conclusions: ISN is a class II drug crystal molecule. Taking advantage of solubility and possibility in the polymorphic transformation of ISN in a binary system, we concluded that ISN could potentially be formulated into its corresponding crystalline solid dispersion form. Full article

Molybdenum disulfide (MoS₂)-based composite systems are widely used as solid lubricating coatings. However, further optimization towards lower friction and higher wear resistance remains necessary to meet the extreme operating conditions and high reliability requirements of next-generation aerospace equipment. This study investigated the tribological performance of MoS₂/epoxy composite coatings by comparing the effects of individual and combined additions of nano nickel (Ni) and magnesium silicate hydroxide (MSH). The coating preparation process adopted in this study is the bonding method. Experimental results showed that, under a load of 2 N and a rotational speed of 500 r/min, the coating containing 0.3 g Ni and 0.1 g MSH (labeled W03Ni01MSH) achieved a 22% reduction in wear scar width compared to the coating with only Ni, demonstrating a distinct synergistic effect. This is attributed to the complementary roles of the two additives: Ni promotes the formation of flaky wear debris, facilitating rapid formation and stabilization of a transfer film, thereby reducing friction; MSH enhances the load carrying capacity of the coating and suppresses wear propagation, thereby improving wear resistance. Furthermore, this composite coating exhibited optimal performance under the conditions of 500 r/min and 2 N. The results of this study significantly improved the friction-reducing and wear-resistant properties of the MoS₂/epoxy composite coating. This provides a new strategy for the formulation design of high-performance solid lubricating coatings. Full article

The growing demand for environmentally responsible lubricants motivates the use of bio-based base stocks and benign solid additives. This study assesses the tribological performance of two Amazonian vegetable oils, Carapa guianensis (andiroba) and Copaifera spp. (copaiba resin) and a paraffinic mineral oil (PNL30) formulated with different zinc oxide (ZnO) particles, namely nanocrystals and microcrystals, at 0.01, 0.05, and 0.10 wt.%. Reciprocating sliding tests, coupled with 3D profilometry, viscosity, and sedimentation analyses, were used to link dispersion stability with friction and wear responses. A preliminary stability screening constrained the practical loading window to ≤0.10 wt.% for reproducible suspensions. Performance depended on the interplay between particle type and base-oil chemistry. Andiroba exhibited the most pronounced gains, with ZnO microcrystals near 0.05 wt.% delivering the best friction outcomes and the largest wear reductions (up to ~35%). In copaiba resin oil, nanocrystals produced small, sometimes non-significant improvements, whereas microcrystals tended to worsen wear consistent with abrasive third-body effects in a less polar matrix. In PNL30, the overall benefits were modest: nanocrystal additions generally increased wear, whereas microcrystals particularly at the highest loading 0.10 wt.% achieved a 36.4% reduction in SWR, representing a measurable and statistically significant improvement in wear resistance. These results highlight that eco-efficient lubricant design should co-optimize particle characteristics and dosage with base-oil polarity and film-forming tendencies, prioritizing dispersion stability alongside tribological targets. Full article

The large-scale dredging activities in port areas generate substantial quantities of dredged soil, leading to land occupation and disposal challenges, while industrial wastes such as fly ash and desulfurization gypsum remain underutilized. In this study, industrial wastes were employed as a curing agent to stabilize dredged soil, aiming to achieve both mechanical performance improvement and cost-effective recycling. In total, 100 g of curing agent was added to 1 kg of sludge. The optimal strength-maximizing formulation comprised 4.5% activator 1 #, 4.5% fly ash, 4.5% mineral powder, and 0.5% desulfurization gypsum. It achieved an unconfined compressive strength of 0.794 MPa. For enhanced cost-effectiveness, a modified binder blend (1.88% activator 1 #, 4.5% fly ash, 4.5% mineral powder, and 0.5% desulfurization gypsum) delivered 0.63 MPa at 28 days, satisfying mechanical construction specifications. Results demonstrate that unconfined compressive strength increases with solid wastes; however, with the extension of solidification time, the unconfined compressive strength of dredged soil gradually slows down. Full article

In this study, the feasibility of electrospraying as an alternative processing technique for the preparation of composite solid rocket propellants (SRPs) was investigated. The main objective was to improve microstructural homogeneity and interfacial contact between the oxidizer, energetic additive, and metallic fuel without altering the chemical composition of the formulation. Additionally, porous electrosprayed SRP formulations were prepared to examine the influence of controlled porosity on thermal decomposition behavior. The prepared materials were characterized using scanning electron microscopy combined with energy-dispersive X-ray spectroscopy (SEM/EDS) to assess microstructural features and component distribution. Thermal decomposition behavior and kinetic parameters were evaluated using simultaneous DSC/TG analysis conducted at multiple heating rates. Safety-related properties were assessed through friction sensitivity testing, while post-decomposition solid residues were analyzed using SEM/EDS and X-ray diffraction. The results show that electrospraying improves structural homogeneity, reduces solid residue formation after thermal decomposition, and decreases apparent activation energy, while maintaining unchanged friction sensitivity. These findings demonstrate the potential of electrospraying as a physical processing route for tailoring the microstructure and thermal behavior of composite solid rocket propellants. Full article

The growing demand for functional and value-added foods has prompted interest in integrating nutrient-rich ingredients and novel encapsulated systems into traditional pasta products. This study aimed to develop and optimize a ravioli dough formulated with elephant foot yam flour (EFYF), wheat flour (WF) and amaranth flour (AF) using mixture design in response surface methodology and to create an innovative filling using encapsulated edible pearls produced from okra mucilage and moringa leaf powder through ionotropic gelation. The pearls and ravioli dough were analyzed for physicochemical, textural, color and nutritional characteristics. Cooked ravioli was investigated for cooking quality and sensory attributes. The optimized dough formulation (46.67 g EFYF, 43.32 g WF, 10 g AF) exhibited desirable hardness (4.64 ± 0.28 N), chewiness (0.40 ± 0.02 N), nutritional, physicochemical and color attributes. The edible pearls demonstrated moderate moisture content (21.18 ± 0.26%), high protein (26.25 ± 0.02%), crude fiber (2.60 ± 0.01%), dietary fiber (8.60 ± 0.52%), high ash content (14 ± 0.62%) and soft gel-like texture. The cooked ravioli showed a cooking time of 8 ± 1 min, high water absorption capacity (209.9 ± 0.34%), minimal solid loss (1.30 ± 0.21%) and favorable sensory scores across appearance, taste, texture and overall acceptability. The study concludes that incorporating encapsulated pearls and nutrient-dense flours can produce a functional, nutritionally enriched ravioli with good technological performance and consumer appeal. Full article