The impact of land use transition on ecosystem service value in Lixiahe area: Multi-scenario simulation based on Markov-FLUS model by CHEN Xinwei, LI Hongbo, ZHANG Wenbo, GE Xiaoping

“…The main form of land use type transformation was from cultivated land to wetland or construction land, and the active transformation areas were concentrated in the central and eastern and western boundary areas. (2) The ecosystem service value of the study area in 1990, 2005 and 2020 showed a year-on-year increasing trend, and the spatial pattern was relatively stable. Overall, it presented a distribution feature of “low on the periphery and high in the center”. (3) The Markov-FLUS model has strong applicability in the region. …”
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Leveraging multi-source data and teleconnection indices for enhanced runoff prediction using coupled deep learning models by Jintao Li, Ping Ai, Chuansheng Xiong, Yanhong Song

“…Abstract Accurate medium- to long-term runoff forecasting is crucial for flood control, drought resilience, water resources development, and ecological improvement. Traditional statistical methods struggle to utilize multifaceted variable information, leading to lower prediction accuracy. …”
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The Interval Slope Method for Long-Term Forecasting of Stock Price Trends by Chun-xue Nie, Xue-bo Jin

“…We concluded that the interval slope developed here can capture more complex dynamics of stock price trends. …”
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The Structure of the Fantômas Novel Series by Pierre Souvestre and Marcel Allain and the Problem of Seriality in Popular Literature by Kirill A. Chekalov, Natalya T. Pakhsaryan

“…The study compares poetological techniques of the fabula development and points out specific features of the Belle époque reality as represented through the introduction of recognizable “cultural signs,” varia- tions of everyday incidents, and newspaper chronicle of criminal events. …”
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Transformation of the Folk Architecture of the Belarusian Peasant Migrants of Siberia and the Far East (End of XIX - First Third of XX Centuries) by R. Yu. Fedorov

“…The initial features and transformations of the folk architecture of the Belarusian peasant migrants of the second half of the XIX - early XX centuries living in Siberia and the Far East are considered. …”
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Progress and research direction of shale oil exploration in complex fault blocks with low to medium TOC in Subei Basin by ZHONG Zhiguo, YU Wenquan, DUAN Hongliang, YANG Baoliang

“…These layers are characterized by substantial thickness, wide distribution, high content of brittle minerals, well-developed laminated structure, and favorable organic matter types, with typical geological features, including low to medium total organic carbon (TOC), complex tectonics and lithology, and developed faults/fractures. …”
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Identifying Infant Body Position from Inertial Sensors with Machine Learning: Which Parameters Matter? by Joanna Duda-Goławska, Aleksander Rogowski, Zuzanna Laudańska, Jarosław Żygierewicz, Przemysław Tomalski

“…The efficient classification of body position is crucial for monitoring infants’ motor development. It may fast-track the early detection of developmental issues related not only to the acquisition of motor milestones but also to postural stability and movement patterns. …”
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Machine learning-guided field site selection for river classification by Zhihao Wang, Gregory Brian Pasternack, Yufang Jin, Costanza Rampini, Serena Alexander, Nikhil Kumar, Rune Storesund, K. Martin Perales, Christopher Lim, Stephanie Moreno, Igor Lacan

“…Results revealed clear differences in variable distributions between the 148 high‐certainty sites and the 51 high‐uncertainty sites, a pattern that was validated by our field surveys. Furthermore, the 41 newly identified high‐uncertainty sites were found under-represented in the initial surveyed sites and thus their selection for the next round of field surveys will help fill the important feature gaps left by the initial survey. …”
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Stk24 deficiency causes disrupted hippocampal neurogenesis and anxiety-like behavior in mice by Kuan-Yu Wu, Chi-Hui Tsao, Nicole Ching Su, Shin-Meng Deng, Guo-Jen Huang

“…Additionally, Stk24-deficient mice exhibit anxiety-like behavior and altered stress responses, featuring increased hippocampal neuronal activity, dysregulated HPA axis reactivity, and modified expression patterns of glucocorticoid receptor signaling-related genes. …”
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Identification and Validation of NK Marker Genes in Ovarian Cancer by scRNA-seq Combined with WGCNA Algorithm by Xin He, Weiwei Feng

“…By utilizing NK cell marker genes in our investigation, we developed a new feature that is capable of predicting patients’ clinical outcomes and treatment strategies.…”
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Decoding Parkinson’s diagnosis: An OCT-based explainable AI with SHAP/LIME transparency from the Persian Cohort Study by Zohreh Ganji, Farzaneh Nikparast, Naser Shoeibi, Ali Shoeibi, Hoda Zare

“…Model interpretability was ensured via SHAP (global feature importance) and LIME (local explanations). …”
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A multi-biomarker machine learning approach for early prediction of interstitial lung disease in rheumatoid arthritis by Jiaojiao Xu, Wei Zhang, Weili Bai, Nannan Gai, Jing Li, Yunqi Bao

“…This delay emphasizes the need for early detection strategies. This study aims to develop and validate machine learning models for early RA-ILD prediction and identify key predictive biomarkers. …”
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Facial expression recognition through muscle synergies and estimation of facial keypoint displacements through a skin-musculoskeletal model using facial sEMG signals by Lun Shu, Victor R. Barradas, Zixuan Qin, Yasuharu Koike

“…The development of facial expression recognition (FER) and facial expression generation (FEG) systems is essential to enhance human-robot interactions (HRI). …”
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Graphical representation of landscape heterogeneity identification through unsupervised acoustic analysis by Maria J. Guerrero, Camilo Sánchez‐Giraldo, César A. Uribe, Víctor M. Martínez‐Arias, Claudia Isaza

“…Abstract Changes in land use and climate change threaten global biodiversity and ecosystems, calling for the urgent development of effective conservation strategies. Recognizing landscape heterogeneity, which refers to the variation in natural features within an area, is crucial for these strategies. …”
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Expression and polymorphism of lTLR4 receptors in pathogenesis of chronic obstructive pulmonary disease: a modern view by V. A. Beloglazov, I. A. Yatskov, Rean Hayrievna Useinova

“…By recognizing the pathogen-associated molecular patterns (PAMPs) expressed on infectious agents, TLRs mediate the production of cytokines necessary for the development of effective immunity. …”
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Elevation and seasonality modulate the leaf decomposition rates and nutrient flux of diverse species and species richness in karst river systems across China by Zhangting Chen, Zhangting Chen, Muhammad Arif, Muhammad Arif, Mengyao Tian

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Research Progress and Prospect of Multi-robot Collaborative SLAM in Complex Agricultural Scenarios by MA Nan, CAO Shanshan, BAI Tao, KONG Fantao, SUN Wei

“…This study focuses on the main features and applications of multi-robot SLAM in complex agricultural scenarios. …”
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A cartographic generalization method for 3D visualization of trajectories in space–time cubes: case study of epidemic spread by Fei Yang, Jie Shen, Fengzhen Zhu, Junrui Zhang

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Joint Optical Performance Monitoring and Modulation Format/Bit-Rate Identification by CNN-Based Multi-Task Learning by Xiaojie Fan, Yulai Xie, Fang Ren, Yiying Zhang, Xiaoshan Huang, Wei Chen, Tianwen Zhangsun, Jianping Wang

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THE HUNGARIAN FOOTWEAR INDUSTRY IN GLOBAL PRODUCTION NETWORKS: THE CASE STUDY OF BERKEMANN HUNGARY by ERNŐ MOLNÁR, ISTVÁN MÁTÉ LENGYEL

“…Sector-level assessment of the processes – including the changing geographical patterns of footwear industry which also indicate features of path-dependence – was performed in several previous works of the authors. …”
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