Floristic diversity of the Tropical Rainforest in Mexico by José Luis Villaseñor, Enrique Ortiz-Bermúdez, Jorge A. Meave

“…Subsequently, its most characteristic species were identified, and a spatial analysis was conducted using grid cells 1° of latitude and longitude. …”
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Frequency-Dependent Acoustic Reflection for Soil Classification in a Controlled Aquatic Environment by Moshe Greenberg, Uri Kushnir, Vladimir Frid

“…Traditional classification methods, such as physical sampling and acoustic backscatter analysis, have inherent limitations, including spatial constraints and inconsistencies in distinguishing sediments with similar acoustic properties. …”
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Fault Detection for Power Batteries Using a Generative Adversarial Network with a Convolutional Long Short-Term Memory (GAN-CNN-LSTM) Hybrid Model by Shaofan Liu, Tianbao Xie, Yanxin Li, Siyu Liu

“…Then, the CNN-LSTM module directly processes raw multivariate time-series data, combining the capability of CNN in extracting local spatial patterns with the LSTM strength in modeling temporal dependencies, enabling accurate identification of battery faults. …”
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Architecture of the Global Financial System: Transformation vs Stability? by Ksenia Andreevna Bondarenko, Oleg Alekseevich Sannikov

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Determining the Natural Disaster Diversity of Van Province by Fine Kinney Risk Assessment Method (FK-RAM) by Bülent Matpay, Sacit Mutlu

“…There is a limited number of studies conducted in Turkey using the risk assessment method (RAM). …”
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An approach for heritage settlement classification using block patterns: The study of 37 typical colonial heritage settlements in the Americas by Wei Wei, Liyang Liu, Zhaosong Niu, Hongrui Li

“…Settlements serve as the tangible carriers of civilization, with historic urban blocks reflecting distinct cultural attributes that are essential for analyzing settlement types, exploring urban form characteristics, and refining spatial planning ideologies. Thus, this study focuses on the block as the fundamental morphological unit and introduces a structured research methodology from the typo-morphological perspective, comprising the following stages: Block Morphology Quantification, Block Pattern Types Extraction, Settlement Type Division, and Planning Ideology Discussion. …”
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<italic>CompoHyDen:</italic> Hyperspectral Image Restoration via Nonconvex Componentwise Minimization by Hazique Aetesam, Abdul Wasi, Sonal Sharma

“…<italic>Third,</italic> to exploit the spatial-spectral similarity, a nonlocal and vectorized version of total variation regularization is proposed to estimate the clean data. …”
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Enhanced Pose Estimation for Badminton Players via Improved YOLOv8-Pose with Efficient Local Attention by Yijian Wu, Zewen Chen, Hongxing Zhang, Yulin Yang, Weichao Yi

“…In particular, we introduce an efficient local attention (ELA) mechanism that effectively captures fine-grained spatial dependencies and contextual information, thereby significantly improving the keypoint localization accuracy and overall pose estimation performance. …”
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Nonplanar 3D fault geometry controls the spatiotemporal distributions of slip and uplift: evidence from the Mw 7.5 2024 Noto Peninsula, Japan, Earthquake by Ryosuke Ando, Yo Fukushima, Keisuke Yoshida, Kazutoshi Imanishi

“…We find the rupture is accelerated, and slip is increased, where the fault is bent and optimally oriented to the regional stress orientations. Remarkably, the spatial distribution of surface displacement captured by the Synthetic Aperture Radar imageries is quantitatively reproduced, as characterized by two areas of large and small peaks of uplifts. …”
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Voice synthesis using power-balanced simulation of a quasi-1D model of the vocal apparatus by Thomas Risse, Thomas Hélie, Fabrice Silva

“…Next, self-oscillation studies are conducted on an isolated larynx where contact parameters are adjusted. …”
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The State of Stroke Rehabilitation Design in Australia: A Multi-Scalar Systematic Architecture Precedent Review by Tianyi Yang, Marcus White, Ruby Lipson-Smith, Mehrnoush Latifi

“…Future research should incorporate 3D spatial analysis for actionable design recommendations.…”
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Wireless Patch Antenna Characterization for Live Health Monitoring Using Machine Learning by Dominic Benintendi, Kevin M. Tennant, Edward M. Sabolsky, Jay Wilhelm

“…Sensor calibration was conducted using a Long Short-Term Memory (LSTM) model, which leveraged temporal patterns to account for hysteresis effects. …”
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Gold nanoparticle-mediated photothermal therapy guidance with multi-wavelength photomagnetic imaging by Farouk Nouizi, Maha Algarawi, Hakan Erkol, Gultekin Gulsen

“…Difficulty in heating tumors with high spatial selectivity while protecting surrounding healthy tissues from thermal harm is a challenge for cancer photothermal treatment (PTT). …”
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Lip-Reading Classification of Turkish Digits Using Ensemble Learning Architecture Based on 3DCNN by Ali Erbey, Necaattin Barışçı

“…While LSTM models are effective in processing temporal data, 3DCNN-based models, which can process both spatial and temporal information, achieved higher accuracy in this study. …”
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Development and Analysis of a Global Refractive Index of Water Data Layer for Spaceborne and Airborne Bathymetric Lidar by James T. Dietrich, Christopher E. Parrish

“…Future improvements are possible, leveraging crowd‐sourced data collection to continually improve the spatial resolution and nearshore accuracy of the refractive index data set.…”
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UMBRA-STRUCTURE: EXPLORING THE PSYCHOSOMATIC EXTENSION OF ARCHITECTURE by Büşra Yılmaz Erdoğan, Özlem Demirkan, Ayşenur Dağ Gürcan

“…This work centers around the body and its spatial arrangement, incorporating architectural extensions as limbs and portraying emotional expression by adding limbs. …”
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Legal problems of water protection on the example of manufacturing enterprises as sewage disposal plants – current limitations and de lege ferenda remarks by Agnieszka Sznajder

“…Results and conclusions: The conducted research allowed me to draw conclusions regarding the need for further legislative changes. …”
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Geotechnical Maps for Angle of Internal Friction of An-Najaf Soil-Iraq Using GIS by Sohaib Kareem Al-Mamoori, Sabreen L. Kareem, Laheab A. Al-Maliki, Khaled El-Tawil

“…Because of the high cost needed for conducting field tests, it has become essential to find alternative and practical methods to predict soil characteristics for non-spatial data areas. …”
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Passive acoustic monitoring of baleen whale seasonal presence across the New York Bight. by Bobbi J Estabrook, Lisa A Bonacci-Sullivan, Danielle V Harris, Kristin B Hodge, Ashakur Rahaman, Meghan E Rickard, Daniel P Salisbury, Matthew D Schlesinger, Julia M Zeh, Susan E Parks, Aaron N Rice

“…Extensive assessments have characterized the habitats and biota in this ecosystem; however, most have focused on fishes, benthic habitats, and human impacts. To investigate the spatial and temporal occurrence of whales in this region, we conducted a three-year passive acoustic monitoring survey that documented the acoustic presence of five baleen whale species that occur within the New York Bight and are of conservation concern: North Atlantic right whales (Eubalaena glacialis), humpback whales (Megaptera novaeangliae), fin whales (Balaenoptera physalus), sei whales (Balaenoptera borealis), and blue whales (Balaenoptera musculus). …”
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Electro-mechanical dynamics of spiral waves in a discrete 2D model of human atrial tissue. by Paul Brocklehurst, Haibo Ni, Henggui Zhang, Jianqiao Ye

“…In order to investigate the effect of mechano-electrical feedback on the dynamics of spiral waves, simulations of spiral waves were conducted in both the electromechanical model and the electrical-only model in normal and AFER conditions, to allow direct comparison of the results between the models. …”
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