Enhancing Sea Ice Concentration Resolution in a Northern Sea Route Strait Using a Generative Adversarial Network by M. L. Rocha, A. H. Lynch, K. J. Bergen

“…However, typical climate model spatial resolutions limit the capacity to represent Arctic straits accurately. …”
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A three-dimensional reconstruction method of coal mine tunnel fused with LiDAR and IMU by Qinghua MAO, Jianquan CHAI, Yanzhang CHEN, Xusheng XUE, Chuanwei WANG

“…The three-dimensional model of coal mine tunnel constructed by the proposed algorithm is consistent with the spatial distribution of the real coal mine tunnel. …”
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Soil Salinity Detection and Mapping by Multi-Temporal Landsat Data: Zaghouan Case Study (Tunisia) by Karem Saad, Amjad Kallel, Fabio Castaldi, Thouraya Sahli Chahed

“…These samples were representative of distinct soil salinity classes, including non-saline, slightly saline, moderately saline, strongly saline, and very strongly saline soils. Soil salinity modeling using Landsat-8 OLI data revealed that the SI-5 index provided the most accurate predictions, with an R² of 0.67 and an RMSE of 0.12 dS/m. …”
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Normative structural connectome constrains spreading transient brain activity in generalized epilepsy by Jie Xia, Siqi Yang, Jiao Li, Yao Meng, Jinpeng Niu, Huafu Chen, Zhiqiang Zhang, Wei Liao

“…Furthermore, a network-based diffusion model was utilized to simulate the spread of pathology and identify potential disease epicenters. …”
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Emerging role of generative AI in renewable energy forecasting and system optimization by Erdiwansyah, Rizalman Mamat, Syafrizal, Mohd Fairusham Ghazali, Firdaus Basrawi, S.M. Rosdi

“…Results indicate that GAN-based models reduce root mean square error (RMSE) by 15–20 % in solar irradiance forecasting and significantly enhance spatial-temporal wind simulations. …”
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Morphofunctional variations of the Echinometra lucunter (Echinoidea) on Bahia Coast, Brazil by Walter Ramos Pinto Cerqueira, Yara Aparecida Garcia Tavares, Natalie Petrovna Semanovschi, Daniele Nascimento de Jesus

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Application of Jane Jacobs’ Theory in the Analysis of the Borders of Territory Monitoring in Urban Spaces from Citizens’ Points of View in Bandar Abbas by Amirhamzeh Shahbazi, Esmaeil zakerimnabi, Alireza Shahbazi

“…Statistical Validation:The findings were validated using Chi-Square and Somers’d statistical inference models, confirming the significance of the relationships between literacy, gender, age, and residency history in shaping monitoring behaviors.These findings underscored the complexity of urban monitoring behaviors, suggesting that they were influenced by a multitude of social, economic, and cultural factors beyond mere spatial design. …”
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Visual Deepfake Detection: Review of Techniques, Tools, Limitations, and Future Prospects by Naveed Ur Rehman Ahmed, Afzal Badshah, Hanan Adeel, Ayesha Tajammul, Ali Daud, Tariq Alsahfi

“…This study tried to add an updated repository of technological change in deepfake, which could help researchers to develop robust deepfake models.…”
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A Study on Distributed Multi-Sensor Fusion for Nonlinear Systems Under Non-Overlapping Fields of View by Liu Wang, Yang Zhou, Wenjia Li, Lijuan Shi, Jian Zhao, Haiyan Wang

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Wide-field electromagnetic method for deep hot dry rock fracturing monitoring: penetrating thick low-resistivity overburden by Shiyin Gao, Shiyin Gao, Wubing Deng, Juncheng Wang, Juncheng Wang, Juncheng Wang, Juncheng Wang, Mingzuan Xu, Mingzuan Xu

“…Key acquisition parameters were optimized via forward modeling, including transmitter-receiver distance (*r* = 15 km), current (I = 130 A), and electrode spacing (AB = 3,000 m, MN = 100 m).ResultsField data revealed distinct resistivity reduction zones (1,000→25 Ωm) spatially correlated with active fracturing wells, demonstrating WFEM’s ability to detect fluid-induced anomalies (Δρ up to 30%). …”
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Has the Three Gorges Reservoir Impacted Regional Moisture Recycling? by Jia Wei, Weiguang Wang, Mingzhu Cao, Jianyun Zhang, Junliang Jin, Guoqing Wang, Hongbin Li, Xiaolong Pan, Zongchao Ye, Adriaan J. Teuling, Shuo Wang

“…Although different forcing data and simulation time steps show good agreement in spatial and temporal variations in the recycled moisture, the local ERRs are larger when calculated from the UTrack model than from the WAM‐2layers model.…”
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LKVHAN: Multiscale Large Kernel Vertical-Horizontal Attention Network for Hyperspectral Image Classification by Xun Liu, Alex Hay-Man Ng, Xuejiao Liao, Fangyuan Lei, Jinchang Ren, Linlin Ge

“…Among deep learning-based hyperspectral image (HSI) classification models, convolutional neural networks (CNNs), transformers, Mamba, and large kernel CNNs (LKCNNs) models have been widely explored for HSI classification (HSIC). …”
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ABI-Net: Attention-Based Inception U-Net for Brain Tumor Segmentation From Multimodal MRI Images by Evans Kipkoech Rutoh, Qin ZhiGuang, Joyce C. Bore-Norton, Noor Bahadar

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Synergistic hyperspectral and SAR imagery retrieval of mangrove leaf area index using adaptive ensemble learning and deep learning algorithms by Jun Sun, Weiguo Jiang, Bolin Fu, Hang Yao, Huajian Li

“…We further evaluated the performance of OHS (Zhuhai-1) hyperspectral and GF-3 SAR images in mapping the spatial distribution of the LAI in mangroves. Finally, the outputs of the AELR and DNNR models were interpreted, and the interactions between different image features were clarified to select the sensitive spectral ranges and vegetation indexes for estimating the mangrove LAI using SHAP (Shapley additive explanation). …”
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Dysfunctional immunity in the comorbidity of vitamin A deficiency and tuberculosis identifies therapeutic potential of vitamin A supplementation by Dr. Faye Lanni, Revanth Krishna, David Forrest Ackart, Victoria Mitcham, Sarah K Cooper, Connor King, Hadley Gary, Dr. Chuangqi Wang, Dr Brendan Podell

“…Methods: Using the guinea pig model of vitamin A deficiency and TB comorbidity, we evaluated immune parameters across multiple stages of TB disease progression. …”
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Sensitivity Analysis and Optimization of Urban Roundabout Road Design Parameters Based on CFD by Hangyu Zhang, Sihui Dong, Shiqun Li, Shuai Zheng

“…Secondly, the response surface model between the road design parameters of the roundabout and the pressure in the ring is constructed. …”
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Enhancing Regional Topsoil Total Nitrogen Mapping Through Differentiated Fusion of Ground Hyperspectral Data and Satellite Images Under Low Vegetation Cover by Rongpeng He, Jihua Meng, Yanfei Du, Zhenxin Lin, Xinyan You, Xinyu Gao

“…However, due to the weak spectral signals of STN and its spatial heterogeneity, hyperspectral imaging technology presents significant potential for high-resolution measurements and precise characterization of STN heterogeneity. …”
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Exploring the relationship between ecosystem services and sustainable development goals in Guangdong province, China by Linglong Zhu, Zhuo Wu, Xiaocheng Huang

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Socioeconomic and behavioral factors of hypertension among Indian tribal population: Evidence from national family health survey 5. by Bodhi Sri Vidya Vennam, Sai Sushma Kuppli, Jayanta Kumar Bora, Soumya Swaroop Sahoo, Chaitanya Gujjarlapudi, Devi Madhavi Bhimarasetty, Ganga Nagamani Nerusu, Sonu Goel

“…All the independent variables were included in the multivariate model as all were significant at p<0.25 in bivariate analysis. …”
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High-Order and Interactive Perceptual Feature Learning for Medical Image Retargeting by Mingjuan Ma, Yuehong Zhang

“…This process enhances the display of CT images, which can be particularly beneficial for applications like medical education, enabling optimal presentation of CT images to students. …”
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