New study introduces complexity-based sampling optimization for remote sensing interpretation
Peer-Reviewed Publication
Updates every hour. Last Updated: 21-Jun-2025 09:10 ET (21-Jun-2025 13:10 GMT/UTC)
A recent study published in the Journal of Geo-information Science introduces a stratified sampling method based on remote sensing complexity for interpretation. Led by researchers Lianfa Li and Xiaomei Yang from the Chinese Academy of Sciences, the study integrates surface morphology, spectral characteristics, and spatial heterogeneity metrics, alongside multi-scale morphological transformations. This method enhances sample representativeness and reduces classification errors. Experimental validation demonstrated its superiority over traditional techniques, particularly in complex terrains. The findings significantly advance applications in land-use classification, environmental monitoring, and disaster assessment, offering a solid foundation for intelligent remote sensing analysis.
Led by Professor Weng Xi-sheng and Professor Feng Bin, the orthopedic team at Peking Union Medical College Hospital conducted a landmark follow-up study spanning over two decades.
A new study unveils an innovative strategy to combat Pseudomonas aeruginosa, a major culprit behind food spoilage and foodborne illnesses. With antimicrobial resistance on the rise, conventional treatments are losing their effectiveness, creating an urgent need for alternative solutions. This research focuses on quorum sensing inhibitors (QSIs), which disrupt bacterial communication, reducing virulence and combating drug resistance. Unlike traditional antibiotics, QSIs do not kill bacteria, thus minimizing the risk of resistance development. The study evaluates a variety of QSIs, from natural compounds to enzymes, offering a fresh perspective on controlling this harmful pathogen.
A new study has revealed that ferulic acid, a natural compound found in various plant-based foods, can significantly inhibit the growth and migration of colon cancer cells at different stages of progression. The research, which offers valuable insights into how ferulic acid induces cell cycle arrest and apoptosis, suggests that this compound could serve as an effective dietary intervention for preventing colon cancer. These findings open new avenues for dietary strategies aimed at reducing the burden of this widespread disease.
In a bid to explore MAX phases with experimental significance across a significantly broader combinatorial space, the researchers of this study pioneered the development of a machine-learning model for predicting MAX phase stability. This model is based on elemental features and can swiftly forecast the stability of MAX phases by simply leveraging the basic parameters of elements. Notably, the model successfully identified 150 MAX phases that met the stability criteria but had not been synthesized previously. It also guided the first-ever experimental synthesis of Ti₂SnN. Ti₂SnN showcases a low elastic modulus, high damage tolerance, and self-extrusion characteristics. This accomplishment not only enhances the screening efficiency by a factor of tens but also uncovers the crucial role of valence electrons. As a result, it provides novel insights into the fundamental principles governing MAX phase formation.
Modern aircraft require compact, low-profile antennas to minimize radar detection and maintain aerodynamic efficiency, but current designs often cover only narrow frequency ranges. Now, researchers from China have developed a new ultra-wideband, omnidirectional circular ring antenna with a height of just 0.047 times the low-frequency wavelength and a width of 0.19 times the wavelength, achieving an impedance bandwidth of 12:1, fulfilling the performance requirements for multifunctional airborne antennas.
This work provides a novel class of photoactivable fluorescent probes (photocages) based on a thioketal. In this series of photocages, the thioketal moiety serves as a component for regulating the fluorescence signal switch and enabling light responsiveness. These thioketal-based photocages exhibit unique photoresponsiveness, distinct from traditional thioketal, and can undergo deprotection independently under UV-visible light and in the presence of oxygen. The researchers have constructed a library of thioketal photocage molecules based on various heteroatom-substituted azaindole dyes and applied them for subcellular structure and specific protein imaging in live cells. The fluorescence signal switching demonstrates high selectivity towards external light signals, allowing for precise spatiotemporal control of photocage activation and imaging. This work presents a new photocage design strategy based on thioketal, offering a novel molecular platform for the developing photochemical tools.
In a paper published in National Science Review, Zang's group reports on two atomically precise bimetallic clusters, namely Ag14Pd and Ag13Au5, both featuring icosahedral cores and similar ligands. Furthermore, the study unveils the influence of charge polarization, induced by hetero-metal doping, on the selectivity of electrocatalytic urea synthesis.
Wave-particle duality and entanglement are cornerstone concepts in quantum physics, yet their exact relationship has long remained a mystery. Researchers from China and Singapore have forged a theoretical framework that unifies wave-particle behaviours with entanglement. By introducing conservation laws that bridge these quantum phenomena, they unveiled deep connections between them. These predictions were experimentally verified using silicon-integrated nanophotonic quantum chips, offering transformative insights into the fundamental principles of quantum mechanics.