Embedded Rough-Neck Helmholtz Resonator Low-Frequency Acoustic Attenuator by Xianming Sun, Tao Yu, Lipeng Wang, Yunshu Lu, Changzheng Chen

“…To achieve low-frequency absorption within a limited spatial volume, this study proposes an embedded Helmholtz resonator featuring a roughened neck and establishes a numerical computational model that incorporates thermos viscous effects. …”
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BiEHFFNet: A Water Body Detection Network for SAR Images Based on Bi-Encoder and Hybrid Feature Fusion by Bin Han, Xin Huang, Feng Xue

“…First, a bi-encoder structure based on ResNet and Swin Transformer is used to jointly extract local spatial details and global contextual information, enhancing feature representation in complex scenarios. …”
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Peri-Urban Land Transformation in the Global South: Revisiting Conceptual Vectors and Theoretical Perspectives by Shiwaye M. Tesfay, Genet Alem Gebregiorgis, Daniel G. Ayele

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Geospatial data for sustainable development goals monitoring: A case study of forest cover dynamics in Romania by Andreea Florentina MARIN, Marius BUDILEANU

“…In this study, we demonstrate how open-source geospatial datasets (such as those provided by the Copernicus Land Monitoring Services) can be combined with long-term national statistical data from the National Institute of Statistics (INS) to gain insights into forest cover dynamics between 1990 and 2023. Statistical and spatial analyses were conducted on time-series data to map the evolution of forest cover across all Romanian counties (NUTS 3), as well on the national level and by local administrative unit (LAU). …”
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CMTNet: a hybrid CNN-transformer network for UAV-based hyperspectral crop classification in precision agriculture by Xihong Guo, Quan Feng, Faxu Guo

“…Abstract Hyperspectral imaging acquired from unmanned aerial vehicles (UAVs) offers detailed spectral and spatial data that holds transformative potential for precision agriculture applications, such as crop classification, health monitoring, and yield estimation. …”
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Space-based long term condition monitoring of cold region pavement with PS-InSAR by Yusheng Jiang, Xiong Yu

“…Traditional InSAR applications, which were designed for geoscience scales, do not achieve the needed sensitivity or spatial resolution for pavement engineering applications. …”
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POST-PANDEMIC TRADE FAIR DYNAMICS: A LONGITUDINAL STUDY OF EXHIBITORS' VIEWS ON DIGITAL AND HYBRID TRADE FAIRS by Dimitris KOURKOURIDIS, Ioannis FRANGOPOULOS, Asimenia SALEPAKI

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Effect of structural properties of unsaturated soils on the performance of biomineralized cementation by Zhuojun Feng, Xiaoli Li, Xuntao Liu, Bingkun Ma

“…In this study, by adjusting the soil water content to improve the spatial structure of the soil body and by conducting unconfined compressive strength and calcium ion conversion rate tests, we investigated the effect of spatial distribution differences in microbial-induced calcium carbonate deposition on the mechanical properties of Pisha sandstone-improved soil in terms of the amounts of clay dissolved and calcium carbonate produced. …”
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A statistical assessment of association between meteorological parameters and COVID-19 pandemic in 10 countries by Shola Adeyemi, Usame Yakutcan, Eren Demir

“…However, there are significant caveats, related to statistical assumptions and the spatial-temporal nature of the data. # Methods Associative and causative analyses of data was conducted for 10 countries representing 6 continents of the world, with data obtained between January 22, 2020 to April 30, 2020. …”
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About new methods of computer-aided modellings for analysis of stresses and deformations of the heat-treated details by O. I. Chichko, V. Sobolev

“…Computer calculations of three-dimentional deformations and stresses of the detail «Bowl» with the transient spatial sizes are made on the basis of balance and thermal conduction equations.…”
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National-scale mapping of ecosystems to improve ocean accounting for marine and coastal management in Indonesia by Teguh Satria Gunawan, Marsha Hamidah, Agavia Kori Rahayu, Nabila Nur Septiani, Jessica Pingkan, Agus Hermansyah, Muhammad Farhan, Rusdatus Sholihah, Angela Belladova Arundina, Diah Retno Minarni, Rahmatia Susanti, Gin Gin Gustiar, Desi Nurulita Kusumastuti, Gabriella Rosya Maharani, Muhammad Dimas Nurhakim, Putri Vency Khalishah, Irgi Fadilah Rahman, Nicky Nugianto, Amehr Hakim, Firdaus Agung, Annisya Rosdiana, Heidi Retnoningtyas, Intan Destianis Hartati, Efin Muttaqin, Sophia German, Jordan Gacutan, Irfan Yulianto

“…The mapping covers 2018 and 2021, validated with ground-truthing and secondary data and spatial analyses were conducted using modelling and digitisation. …”
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New Hyperspectral Geometry Ratio Index for Monitoring Rice Blast Disease from Leaf Scale to Canopy Scale by Qiong Zheng, Yihao Chen, Qing Xia, Yunfei Zhang, Dan Li, Hao Jiang, Chongyang Wang, Longlong Zhao, Wenjiang Huang, Yingying Dong, Chuntao Wang

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A spatiotemporal recurrent neural network for missing data imputation in tunnel monitoring by Junchen Ye, Yuhao Mao, Ke Cheng, Xuyan Tan, Bowen Du, Weizhong Chen

“…ST-RNN consists of two moduli: a temporal module employing recurrent neural network (RNN) to capture temporal dependencies, and a spatial module employing multilayer perceptron (MLP) to capture spatial correlations. …”
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Coupling Remote Sensing With a Process Model for the Simulation of Rangeland Carbon Dynamics by Yushu Xia, Jonathan Sanderman, Jennifer D. Watts, Megan B. Machmuller, Andrew L. Mullen, Charlotte Rivard, Arthur Endsley, Haydee Hernandez, John Kimball, Stephanie A. Ewing, Marcy Litvak, Tomer Duman, Praveena Krishnan, Tilden Meyers, Nathaniel A. Brunsell, Binayak Mohanty, Heping Liu, Zhongming Gao, Jiquan Chen, Michael Abraha, Russell L. Scott, Gerald N. Flerchinger, Patrick E. Clark, Paul C. Stoy, Anam M. Khan, E. N. Jack Brookshire, Quan Zhang, David R. Cook, Thomas Thienelt, Bhaskar Mitra, Marguerite Mauritz‐Tozer, Craig E. Tweedie, Margaret S. Torn, Dave Billesbach

“…The RCTM captured the spatial variability of SOC stocks with R2 = 0.6 when validated against SOC measurements across 13 NEON sites. …”
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Identification of Glycolysis-Related Genes in MAFLD and Their Immune Infiltration Implications: A Multi-Omics Analysis with Experimental Validation by Jiawei Chen, Siqi Yang, Diwen Shou, Bo Liu, Shaohan Li, Tongtong Luo, Huiting Chen, Chen Huang, Yongjian Zhou

“…<b>Methods</b>: Integrative multi-omics analysis was performed on bulk RNA-seq, single-cell RNA-seq, and spatial transcriptomic datasets from MAFLD patients and controls. …”
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Elemental atmospheric deposition around North America’s largest metal processor of electronic waste (Horne Smelter, Canada) by Jérémy Dupont, Dominic E. Ponton, Arnaud Marois, Nicole J. Fenton, Marc Amyot, Maikel Rosabal

“…We also observed a clear enrichment in the first 30 km closest to the smelter compared to farther locations, where similar spatial gradient ranges of TE concentration were reported in the PAS (from 376 to 2) and in lichen (from 297 to 4). …”
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Evaluation of water supply function in the Economic Belt of the Northern Slope of the Tianshan Mountains based on the InVEST model by Wei Liu, Hao Tian, Xingang Xu, Guang Yang

“…Using the InVEST model, we conducted a quantitative assessment and comprehensive study on the water supply function of EBNSTM across the aforementioned years. …”
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Prevalence and determinants of prehypertension (elevated blood pressure or high normal BP) according to different classifications in India during 2015-2021: Evidence from the large... by Geetu Singh, Renu Agrawal, Sanjeev Kumar, Shubham Kumar, Rudresh Negi, Sonu Goel, Tanya Agarwal

“…GeoDa (spatial and cluster maps) was used to compute Local Indicators of Spatial Association (LISA). …”
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Short-term Precipitation Forecast Correction in Beijing-Tianjin-Hebei Region Based on Deep Learning by Wang Yuhong, Kong Dexuan, Zhu Shoupeng, Zhang Nan, Ji Yan, Zhang Shan, Xu Huan

“…Comparative experiments are conducted to explore the impact of various influencing factors, including temporal and spatial characteristics of precipitation, as well as the thermal and dynamic conditions that affect short-term heavy precipitation. …”
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Assessment of Potential Environmental Risks Posed by Soils of a Deactivated Coal Mining Area in Northern Portugal—Impact of Arsenic and Antimony by Marcus Monteiro, Patrícia Santos, Jorge Espinha Marques, Deolinda Flores, Manuel Azenha, José A. Ribeiro

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