SIG-ShapeFormer: A Multi-Scale Spatiotemporal Feature Fusion Network for Satellite Cloud Image Classification by Xuan Liu, Zhenyu Lu, Bingjian Lu, Zhuang Li, Zhongfeng Chen, Yongjie Ma

“…Satellite cloud images exhibit complex multidimensional characteristics, including spectral, textural, and spatiotemporal dynamics. The temporal evolution of cloud systems plays a crucial role in accurate classification, particularly under the coexistence of multiple weather systems. …”
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Color-dependent defense mechanisms of Quinoa (Chenopodium quinoa Willd.) against Spodoptera exigua: metabolomic and transcriptomic insights by Junna Liu, Hanxue Li, Hongxin Wang, Ping Zhang, Qianchao Wang, Li Li, Heng Xie, Shunhe Cheng, Peng Qin

“…Among all quinoa cultivars, the red quinoa cultivar showed the most distinct variation in metabolite species and contents, insect-resistance was also relatively high. …”
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Think globally, act locally: Phylodynamic reconstruction of infectious bronchitis virus (IBV) QX genotype (GI-19 lineage) reveals different population dynamics and spreading patter... by Giovanni Franzo, Paola Massi, Claudia Maria Tucciarone, Ilaria Barbieri, Giovanni Tosi, Laura Fiorentini, Massimo Ciccozzi, Antonio Lavazza, Mattia Cecchinato, Ana Moreno

“…Nevertheless, the colonization of new states by the GI-19 lineage appeared to occur mostly by single introduction events in both intra and inter-continental spread, likely because of epidemiological factor and health policy combination which seems to prevent the frequent introduction and mixing of different strains. …”
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Tensor-based analysis of eclectic-reported crowd accidents: An innovative retrospective methodology design study by Dóra Edelmann, Arnold Őszi, Tibor Goda

“…Results: The results show that those news items about crowd accidents are the most reliable which were created 2 years after the events. …”
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Research on deep learning model for stock prediction by integrating frequency domain and time series features by Wenjie Sun, Jianhua Mei, Shengrui Liu, Chunhong Yuan, Jiaxuan Zhao

“…The main innovations of this model are reflected in three aspects: (1) Construction of a time-channel hybrid model (MultTime2dMixer) to decouple the temporal evolution and inter-channel interactions of multivariate time series. (2) A novel non-graph-based stock relation modeling approach (NoGraphMixer) is proposed, which employs a learnable attention-based mapping mechanism to dynamically capture cross-stock dependencies without relying on pre-defined or static graph structures–thereby overcoming the inflexibility of conventional graph-based relation encoders. (3) Integration of a frequency-domain complex attention model (ATFNet) to model discontinuities in both the time and frequency domains, providing a strong supplement to time-domain modeling. …”
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An Overview of the Further Demographic Situation and Economy in 2035 by Олександр Грiбiнча

“… The study of the situation in Europe and other countries in the context of demographic evolution, the forecast of economic development has shown that the population, structural migration and economies are closely correlated. …”
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Optimization and potential assessment of CO2 geological storage caprock in the saline aquifers of the Qingjiang Basin, middle and lower reaches of the Yangtze River by Yuchen Tian, Shiqi Liu, Sijian Zheng, Shuxun Sang, Yinghai Liu, Shiheng Chen, Helong Zhang, Yanzhi Liu, Yuntian Jiang, Zekun Yue, Wenkai Wang

“…The research initially outlined the regional geological background of the Qingjiang Basin, including its tectonic position, stratigraphic distribution, sedimentary features, and the division of secondary structural units. By combining the regional geological conditions, the study analyzed the basin's formation and evolution history, sedimentary characteristics, reservoir and caprock development features, and geothermal geological conditions. …”
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Stability Assessment of Hazardous Rock Masses and Rockfall Trajectory Prediction Using LiDAR Point Clouds by Rao Zhu, Yonghua Xia, Shucai Zhang, Yingke Wang

“…It integrates centimeter-level point-cloud data collected by a DJI Matrice 350 RTK equipped with a Zenmuse L2 airborne LiDAR (Light Detection And Ranging) sensor with detailed structural-joint survey data. First, qualitative structural interpretation is conducted with stereographic projection. …”
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Experimental study on mechanical behavior and countermeasures of mountain tunnels under strike-slip fault movement by Zhen Wang, Zilan Zhong, Mi Zhao, Xiuli Du, Jingqi Huang, Hongru Wang

“…Those fault-crossing tunnel structures can be extremely vulnerable during earthquakes. …”
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Molecular characteristics of human adenovirus isolated from the 2024 influenza-like illness outbreaks in Suzhou City, China by Jia Zang, Yueping Xing, Hongkai Zhang, Yanshi Wu, Xuerong Ya, Qiang Shen, Zefeng Dong

“…Phylogenetic analysis revealed that most isolates clustered with recently circulating HAdVB3 strains, while several clustered with HAdVB7 or previously reported HAdVB3/7 recombinant genotypes. …”
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Le réseau hydraulique à Pompéi (Italie) de l’époque des Samnites à Auguste (fin ive-fin ier s. av. J.-C.) by Federico Giletti

“…It can therefore be said that, just as the Archaic and Early and Middle Hellenistic city received and reworked in its architecture and urban planning knowledge, practice and models taken from both Etruscan-Italic and Greek sources, Pompeii also implemented techniques and devices for water collection and conservation that were clearly derived from the mix of knowledge and engineering practices in use in the most important civilisations evidenced between the Archaic and Early Hellenistic periods in the Tyrrhenian area.With regard to water catchment wells, which may have already been in use in the Archaic age, but were certainly widespread and used in the Samnite city at least until the advent of aqueduct dependent water supplies, it is also possible to trace their historical evolution, which follows the urban development of Pompeii over time.Contrary to the oldest forms of water storage, which seem to have a continuity of use and in some cases coexist with the later chambered cisterns, wells seem gradually to have lost their original function, especially those associated with production contexts or located along minor roads. …”
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Six Sigma Approach to Developing a Microgrid Station for Research and Teaching by Gabriel Nasser Doyle de Doile, Miguel Castilla, Pedro Paulo Balestrassi, Antonio Carlos Zambroni de Souza, Jaume Miret

“…Design for Six Sigma (DFSS) is a statistical methodology for improving the quality of processes and their organizational areas worldwide used since the 80’s. However, most of the existing laboratories for obtaining experimental results, which validate theoretical proposals that are being studied in the microgrids research field, have been designed without following any roadmap. …”
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Variations in Soil Seed Banks in Sedge Peatlands across an Altitude Gradient by Qi Chen, Guodong Wang, Ming Wang, Meiling Zhao, Yusong Yuan, Jingci Meng, Yantong Zhao, Nanlin Hu, Tao Zhang, Bo Liu

“…As a key component of the ecosystem, soil seed banks (SSBs) play a vital role in the evolution and renewal of plant communities. Although the pattern and mechanisms of influence of SSBs along the altitudinal gradient have been reported, most studies have focused on forest, grassland and alpine meadow ecosystems. …”
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Genomic perspective on the bacillus causing paratyphoid B fever by Jane Hawkey, Lise Frézal, Alicia Tran Dien, Anna Zhukova, Derek Brown, Marie Anne Chattaway, Sandra Simon, Hidemasa Izumiya, Patricia I. Fields, Niall De Lappe, Lidia Kaftyreva, Xuebin Xu, Junko Isobe, Dominique Clermont, Elisabeth Njamkepo, Yukihiro Akeda, Sylvie Issenhuth-Jeanjean, Mariia Makarova, Yanan Wang, Martin Hunt, Brent M. Jenkins, Magali Ravel, Véronique Guibert, Estelle Serre, Zoya Matveeva, Laëtitia Fabre, Martin Cormican, Min Yue, Baoli Zhu, Masatomo Morita, Zamin Iqbal, Carolina Silva Nodari, Maria Pardos de la Gandara, François-Xavier Weill

“…However, little was known about the global population structure, geographic distribution, and evolution of this pathogen. …”
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Cardiac surgery-associated acute kidney injury: a decade of research trends and developments by Changlong Qiao, Jing Zhou, Chuansong Wei, Jing Cao, Ke Zheng, Meng Lv

“…Yunjie Li published the most papers. John A Kellum has the highest H-index. …”
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Evaluation of Satellite-Derived Atmospheric Temperature and Humidity Profiles and Their Application as Precursors to Severe Convective Precipitation by Zhaokai Song, Weihua Bai, Yuanjie Zhang, Yuqi Wang, Xiaoze Xu, Jialing Xin

“…The METOP-derived humidity profiles were overall the most reliable among the different data sources. The ABL temperature and humidity structures from these satellite-derived profiles showed different characteristics between severe precipitation and non-precipitation regions and could reflect the evolution of ABL characteristics during a severe convective precipitation event. …”
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Uncovering the impact of multiple determinants on vegetation NPP in Inner Mongolia by Zhiwei Yu, Lijuan Miao, Qiang Liu, Giri Raj Kattel, Gang Bao, Xiaowei Chuai, Yuyang Zhang, Hui Zhang

“…Soil moisture emerged as the most influential factor affecting NPP, followed by land use, air temperature, and precipitation. …”
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Sedimentary characteristics of post-uplift basins in foreland basin system: a case study of Jurassic Sangonghe Formation in hinterland of Junggar Basin by Xiang LI, Yajie DING, Junfei LI, Gang XU, Yadong JING

“…Foreland basins are rich in oil and gas resources, with most being concentrated in the foredeep zone. However, as breakthroughs in oil and gas exploration in post-uplift basins have been made, these types of basins gradually become a research hotspot. …”
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Prediction of the wave induced by a gaint accumulation impoundment instability in Lantsang River by Daru HU, Shuyu WU, Chaopeng LUO, Hui DENG, Pengfei LI, Zhaoying WANG

“…Results The results indicate that as the reservoir water level is gradually elevated to an altitude of 2 800 meters, the RS accumulation is most likely to undergo a large-scale instability failure. …”
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EXPLORING THE EFFECT OF CLIMATE CHANGE VIA PARITY-BASED PULSED TIMES OF COSINUSOIDAL WAVES IN SUSTAINABLY CONTROLLED MARINE BIOSYSTEMS by Ilias Elmouki, Amine Hamdache, Imane Abouelkheir, Fadwa El Kihal, Kanza Chouayakh, Abdelilah Jraifi, Aziz Darouichi

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