Integrated Geospatial Characterization of Geomorphological and Structural Features in Parts of Enugu, Southeastern Nigeria: Implications for Regional Geology and Land Use by Nkiru Nwokeabia Charity, Ifeanyi Odoh Benard, Arinzechukwu Odinye, Callista Igwebudu Nwanneka, Peter Ezealaji Ifeanyi

“…To analyze the current land use patterns, slope characteristics, drainage density, and lineament density in Enugu, and assess their implications for regional urbanisation and environmental management. …”
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NMDA receptor antagonist induced c-Fos expression in the medial entorhinal cortex during postnatal development by Feng Liang, Feng Liang, Hong Wang, Hong Wang, Robert Konrad Naumann, Robert Konrad Naumann

“…To understand the temporal correlation of c-Fos and PV staining, we examined their expression patterns after MK-801 injections during postnatal development. …”
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Theoretical Aspects of Soil Layer Turnover Within the Boundaries of Its Own Furrow by Ya. P. Lobachevsky, V. V. Sharov, N. V. Aldoshin, Yu. S. Tsench, A. S. Zolotarev

“…The kinematics analysis of a soil layer turnover within the boundaries of its own furrow reveals new phenomena occurring during its motion to identifies the patterns of influence that the soil layer's geometric parameters exert on its dynamic characteristics.…”
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Hybrid CNN–LSTM Model With Soft Attention Mechanism for Short‐Term Load Forecasting in Smart Grid by Syed Muhammad Hasanat, Muhammad Haris, Kaleem Ullah, Syed Zarak Shah, Usama Abid, Zahid Ullah

“…The proposed model leverages Convolution Neural Networks (CNNs) to extract spatial patterns, LSTMs to capture temporal dependencies, and attention mechanisms to prioritize important information, enhancing predictive performance. …”
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Optimizing the Design of Soil-Mixing Blade Structure Parameters Based on the Discrete Element Method by Huiling Ding, Qiaofeng Wang, Mengyang Wang, Chao Zhang, Han Lin, Xin Jin, Haizhou Hong, Fengkui Dang

“…A Box–Behnken response surface design, combined with analysis of variance (ANOVA), was employed to elucidate the influence patterns of the structural parameters and their interactions regarding straw burial performance. …”
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3-D fracture network reconstruction and quantitative fractal analysis of subsurface rock fractures via integrated CT scanning and box-counting dimension methodology by Hongjian Wu, Xiangwei Kong, Xing Chen, Dianwei Guan

“…First, it establishes a pioneering integration of micron-resolution computed tomography (CT) imaging with fractal geometry analysis, enabling unprecedented precision in determining fracture aperture distributions (≤ 1.2 μm accuracy), anisotropic propagation patterns, and spatial density correlations—a significant advancement beyond conventional single-scale fracture characterization methods. …”
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Enhancing advanced cervical cell categorization with cluster-based intelligent systems by a novel integrated CNN approach with skip mechanisms and GAN-based augmentation by Gunjan Shandilya, Sheifali Gupta, Ahmad Almogren, Salil Bharany, Ayman Altameem, Ateeq Ur Rehman, Seada Hussen

“…By enabling direct feature transmission from earlier to later layers, skip links enhance gradient flow and help preserve important spatial information. By boosting feature propagation, this integration increases the model’s ability to recognize minute patterns in cervical cell images, hence increasing classification accuracy. …”
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Morphological Characteristics and Cross-sectional Heterogeneity of Rill Erosion on Loess Slope by LIU Qing, SHEN Donghui, HE Jijun, LIU Zhuangzhuang, SUN Liying, CAI Qiangguo

“…［Objective］ To explore the variation patterns and cross-sectional distribution characteristics of rill erosion and its morphological features. …”
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Predicting future corn suitability zones under climate change scenarios in the United States of America by Birhan Getachew Tikuye, Ram Lakhan Ray

“…This study employs the MaxEnt (Maximum Entropy) model to predict spatial changes in corn suitability across the United States under baseline and future climate change scenarios. …”
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Circulating Plasma Proteins as Biomarkers for Immunotherapy Toxicity: Insights from Proteome-Wide Mendelian Randomization and Bioinformatics Analysis by Liansha Tang, Wenbo He, Handan Hu, Jiyan Liu, Zhike Li

“…Tissue-specific gene expression patterns, CSF1, TGFβ1 in lung, TNFSF12 in the ileum may explain organ-specific irAE vulnerabilities. …”
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DTCMMA: Efficient Wind-Power Forecasting Based on Dimensional Transformation Combined with Multidimensional and Multiscale Convolutional Attention Mechanism by Wenhan Song, Enguang Zuo, Junyu Zhu, Chen Chen, Cheng Chen, Ziwei Yan, Xiaoyi Lv

“…Based on this, a collaborative multidimensional multiscale attention (CMMA) mechanism is designed, which hierarchically integrates channel, spatial, and pixel attention to adaptively capture complex spatiotemporal dependencies. …”
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Assessing Nitrogen Dioxide in the Highveld Troposphere: Pandora Insights and TROPOMI Sentinel-5P Evaluation by Refilwe F. Kai-Sikhakhane, Mary C. Scholes, Stuart J. Piketh, Jos van Geffen, Rebecca M. Garland, Henno Havenga, Robert J. Scholes

“…Yet, there is scant information on the current state and recent evolution of these atmospheric pollutants over a range of spatial and temporal scales, especially in Africa. …”
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Deciphering transcriptomic signatures in schizophrenia, bipolar disorder, and major depressive disorder by Priyanka, Rajesh Kumar, Vinod Kumar, Ashwani Kumar, Sandeep Singh Rana

“…At the same time, each disorder also demonstrated unique transcriptional patterns, supporting the existence of disorder-specific mechanisms. …”
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Changing characteristics, driving factors and future predictions of land use in the Weigan-Kuqa River Delta Oasis, China by Baisong An, Xuemei Wang, Xiaoyu Huang

“…Therefore, it is imperative to undertake comprehensive research on the spatio–temporal patterns of LU change in the oasis, reveal its driving factors, and predict future development. …”
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European Green Deal Strategies for Agriculture in Dynamic Urbanised Landscapes by Anne Gobin, Inge Uljee

“…Land use change and agricultural management have a considerable impact on land use patterns and greenhouse gas (GHG) emissions in dynamic urbanised landscapes. …”
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Multi-Domain Environmental Quality of Indoor Mixed-Use Open Spaces and Insights into Healthy Living—A Quarantine Hotel Case Study by Han Wang, Wenjian Pan

“…The study examines the health risks inherent in the hotel’s guest room and the varying patterns of IEQ factors across the hotel’s domains, including volatile organic compound concentrations, physical environmental parameters, and heat stress indices. …”
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The Influence of Short-Term Water Level Fluctuations on the Habitat Response and Ecological Fragility of Siberian Cranes in Poyang Lake, China by Xin Li, Bisong Hu, Shuhua Qi, Jin Luo

“…The findings reveal significant differences in the habitats of wintering Siberian cranes across various water level intervals and short-term fluctuation patterns. Short-term water level fluctuations can result in the largest suitable wintering habitat area for Siberian cranes, reaching 1856.41 km² in this study. …”
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Exploring Behavioral Intentions and Sustainability Perspectives for the China–Laos High-Speed Rail Service Among Thai People: A Comparative Study of Urban and Rural Zones by Thanapong Champahom, Dissakoon Chonsalasin, Kestsirin Theerathitichaipa, Fareeda Watcharamaisakul, Sajjakaj Jomnonkwao, Vatanavongs Ratanavaraha, Rattanaporn Kasemsri

“…The findings reveal significant urban–rural disparities in infrastructure acceptance patterns. Urban residents demonstrate stronger relationships between perceived benefits and attitudes (<i>β</i> = 0.260) compared to rural residents (<i>β</i> = 0.170), while rural populations show substantially stronger responses to cultural factors (<i>β</i> = 0.365 vs. …”
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Unveiling multifactorial driving mechanisms of plant diversity in coastal island urban parks: A case in Fujian Province, China by Yang Liu, Yingxue Wang, Zhijun Qian, Jianxing Liu, Chuanyuan Deng

“…This study examines 24 urban and town parks across four islands in Fujian Province, China, aiming to elucidate the spatial patterns of plant diversity and identify its potential driving factors. …”
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Impact of farmers’ risk perception on homestead withdrawal based on Meta-analysis by WANG Zhaolin, ZENG Wei, WANG Qin, CHEN Wenjuan, SHU Shunzhi

“…The risk perception of cost increase and policy implementation had the weakest inhibitory effects, and the comprehensive effect values were -0.071 and -0.097, respectively. (4) The moderation effect test showed that significant differences were observed in the risk perception levels of farmers in different regions, showing the following spatial patterns: underdeveloped regions &gt; developed regions; western regions &gt; central regions &gt; eastern regions; non-pilot areas &gt; pilot areas. …”
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