YingHui Han

Abstract To address the challenge of accurately capturing small-scale land use changes induced by highway construction, this study integrates the Random Forest algorithm with the CA-Markov model to conduct a fine-scale monitoring and simulation analysis. Focusing on the reconstruction and expansion section of the Rongwu Expressway (Yantai-Penglai segment) in Shandong Province, we utilized high-resolution Sentinel-2 remote sensing imagery to classify land use changes from 2020 to 2025.

CONFLICT OF INTEREST The authors declare no conflict of interest. REFERENCES 1, , , and , Heterogeneous photocatalytic organic synthesis: state-of-the-art and future perspectives. Green Chem 18: 5391–5411 (2016). https://doi.org/10.1039/C6GC01582D. 2 and , Solar synthesis: prospects in visible light photocatalysis. Science 343:1239176 (2014). 3, and , Facile production of vitamin B3 and other heterocyclic carboxylic acids using an efficient Ag/ZnO/graphene-Si hybrid nanocatalyst.

The design, synthesis and application of rubicene based polycyclic aromatic hydrocarbons (PAHs) Rubicene, a key nanofragment of C70, is attracting great attentions owing to its unique molecular structure and physicochemical properties. As an indeno-annelated polycyclic aromatic hydrocarbon (indeno-PAH), rubicene itself has a planar p-orbital surface that could provide increased intermolecular electronic coupling, affording interesting optoelectronic properties.