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Data-driven approaches gradually accelerate the development of rural tourism, with sound public service becoming an essential requirement for the development of rural tourism culture. This paper first constructs a data-driven AHP model for rural tourism service evaluation based on the optimization process of power methods and hierarchical analysis algorithms. Second, this paper constructs a rural tourism public service driving force evaluation index system with 2 system layers, 8 indicator layers, and 44 measurement layers, as well as a tourist satisfaction evaluation system with 1 target layer, 7 project layers, and 20-factor layers. Next, we conduct a hierarchical analysis of the innovation driving force in rural tourism and cultural public services within the system. Based on the analysis results, we integrate the two evaluation systems to create a comprehensive rural tourism service driving mechanism. Finally, it proposes a strategy for innovation in rural tourism and cultural public service using data-driven approaches. Financial support is a key factor for rural tourism public services at the current stage of development, and special funds for rural tourism development have become the priority indicators to drive rural tourism public services. The average satisfaction value for the 20 factor-level evaluation indicators ranges from 3.85 to 4.22, with a wide variation in their importance. F12 and F2 have significant importance coefficients of 4.38 and 4.34, respectively. The standard deviation values of the satisfaction and importance coefficients fluctuate between 0.32 to 1.76 and 0.47 to 1.24, respectively. This paper emphasizes the importance of the results for innovation in public services in rural tourism.

The purpose of this study was to identify whether liquid fruit waxes could be added with bleached shellac. The compounds of bleached shellac from different sources were analyzed by targeted metabolomics based on liquid chromatography-quadrupole time-of-flight mass spectrometry (LC-QTOF-MS) combined with liquid chromatography with evaporative light scattering detection. Twelve target compounds were selected by multivariate statistical analysis including unsupervised principal component analysis (PCA) and supervised partial least squares discriminant analysis (PLS-DA). According to variable importance in the projection (VIP) value, five differential compounds and seven shared compounds were identified. Finally, the viability of this method in the detection of commercial liquid fruit wax products was verified using the shared compounds as biomarkers. These results showed that chromatography combined with mass spectrometry can identify whether bleached shellac could be added in liquid fruit wax.

Heme, as an essential cofactor and source of iron for cells, holds great promise in various areas, e.g., food and medicine. In this study, the model cyanobacteria Synechocystis sp. PCC6803 was used as a host for heme synthesis. The heme synthesis pathway and its competitive pathway were modified to obtain an engineered cyanobacteria with high heme production, and the total heme production of Synechocystis sp. PCC6803 was further enhanced by the optimization of the culture conditions and the enhancement of mixotrophic ability. The co-expression of hemC, hemF, hemH, and the knockout of pcyA, a key gene in the heme catabolic pathway, resulted in a 3.83-fold increase in the heme production of the wild type, while the knockout of chlH, a gene encoding a Mg-chelatase subunit and the key enzyme of the chlorophyll synthesis pathway, resulted in a 7.96-fold increase in the heme production of the wild type; further increased to 2.05 mg/L, its heme production was 10.25-fold that of the wild type under optimized mixotrophic culture conditions. Synechocystis sp. PCC6803 has shown great potential as a cell factory for photosynthetic carbon sequestration for heme production. This study provides novel engineering targets and research directions for constructing microbial cell factories for efficient heme production. [ABSTRACT FROM AUTHOR]

Lithium cobalt oxide (LCO) has been employed as cathode material for 40 years. However, the low solubility of LCOs in water and strong electrostatic force and H-bonding between the LCOs particles limited the use of the aqueous binders in the LCO system. We report a feasible and universal approach to fabricating a complex cathode of LCO and reduced graphene oxide (RGO). Tannic acid (TA) could simultaneously disperse LCO and RGO particles. Meanwhile, the branched polyphenol TA acts as a 'bridge' molecule for connecting the LCO and RGO, confirmed by the SEM test. The rheology properties of the PVDF slurry of cathode materials (LCO, LCO/, RGO, and TA/LCO/RGO) were also determined. It could be found that the TA could act as a crosslinking agent for the LCO and RGO particles, increasing the viscosity and storage modulus of the slurry. The cell employed the TA/LCO/RGO slurry as the cathode material, have a higher areal capacity, and had a higher redox potential than employed LCO/RGO and LCO as cathode materials, all of which could be attributed to the addition of the TA. This green molecule can be used to fabricate environmentally friendly and possibly biodegradable electrochemical energy storage devices. [ABSTRACT FROM AUTHOR]