Federated LeViT-ResUNet for Scalable and Privacy-Preserving Agricultural Monitoring Using Drone and Internet of Things Data by Mohammad Aldossary, Jaber Almutairi, Ibrahim Alzamil

“…Spectral normalization, spatial–temporal alignment, and dimensionality reduction provide reliable input representation. …”
Get full text

The potential of wetlands and barrier islands as a coastal defense in mitigating the storm surge by Aditya Gupta, Matthew V. Bilskie, C. Brock Woodson

“…The study introduces an attenuation rate function based on the prediction factor that improves surge attenuation modeling by integrating real-world scenarios with idealized theoretical functions. …”
Get full text

The Impact of Climate Change on the Sustainability of PGI Legume Cultivation: A Case Study from Spain by Betty Carlini, Javier Velázquez, Derya Gülçin, Víctor Rincón, Cristina Lucini, Kerim Çiçek

“…Models using extreme cold, drought, or precipitation as climatic stressors (e.g., Models 2–4) revealed the most significant suitability losses under RCP 8.5, with the reductions exceeding 90%. …”
Get full text

Digital mapping of soil organic carbon in the hilly and mountainous landscape of Indian Himalayan region employing machine-learning techniques by Justin George Kalambukattu, Suresh Kumar, Bappa Das, Trisha Roy

“…The pixel wise uncertainty in SOC prediction by different models were also spatially mapped by generating the lower (LL) and upper limits (UL) of the 90% prediction interval. …”
Get full text

Detection and interpretation of the time-varying seasonal signals in China with multi-geodetic measurements by Liansheng Deng, Yugang Xiao, Qusen Chen, Wei Peng, Zhao Li, Hua Chen, Zhiwen Wu

Get full text

Spatiotemporal correlation–based adaptive sampling algorithm for clustered wireless sensor networks by Wenyu Cai, Meiyan Zhang

“…Afterwards, each cluster head maintains an autoregressive prediction model for sensory data, which is derived from historical data in the temporal domain. …”
Get full text

The Influence of Infrastructure on the Breeding Distribution of a Threatened Top Predator by Márton Horváth, Péter Fehérvári, Tamás Szitta, Csaba Moskát

“…The CIE variable was used to build a predictive distribution model for the Hungarian Plain. …”
Get full text

Strata pressure behavior law and regional-level intelligent early warning for high-intensity mining in extended working faces of medium-thick coal seams in Yuheng mining area by Feng CUI, Cheng ZONG, Xingping LAI, Tao XIE, Yunhu BAI, Yi ZHANG, Chong JIA, Hao WANG, Zhong LUO, Hao LIU

“…Compared with multiple models based on the attention mechanism, the PatchTST model can achieve the lowest prediction error. …”
Get full text

The Neural Mechanisms of Visual and Vestibular Interaction in Self-Motion Perception by Jing Liu, Fu Zeng

Get full text

Noise Elimination for Wide Field Electromagnetic Data via Improved Dung Beetle Optimized Gated Recurrent Unit by Zhongyuan Liu, Xian Zhang, Diquan Li, Shupeng Liu, Ke Cao

Get full text

Optimizing Euclidean Distance Computation by Rustam Mussabayev

Get full text

Resilience of mobility network to dynamic population response across COVID-19 interventions: Evidences from Chile. by Pasquale Casaburi, Lorenzo Dall'Amico, Nicolò Gozzi, Kyriaki Kalimeri, Anna Sapienza, Rossano Schifanella, T Di Matteo, Leo Ferres, Mattia Mazzoli

“…We test the robustness of our findings recovering similar results for Spain. Finally, epidemic modeling suggests that historical mobility data from past waves can be leveraged to inform future disease spatial invasion models in repeated interventions. …”
Get full text

Spatiotemporal coupling mechanisms and driving forces of ecosystem services and human activity from a multidimensional perspective by Daohong Gong, Dejin Dong, Huaqiang Du, Yufeng Zhou, Sang Fu, Yuichiro Fujioka

Get full text

Simulation of Suitable Distribution and Differentiation in Local Environments of <i>Cercospora arachidicola</i> in China by Ying Lin, Xue Pei, Chunhao Liang

“…This study aimed to develop a predictive model, optimized using the Biomod tuning function, to assess the future risk and spatial distribution of ELS under various climate change scenarios. …”
Get full text

An integrated approach to flood risk assessment using multi-criteria decision analysis and geographic information system. A case study from a flood-prone region of Pakistan by Muhammad Ibrahim, Aidi Huo, Aidi Huo, Aidi Huo, Waheed Ullah, Safi Ullah, Zhao Xuantao

Get full text

A Graph Convolutional Network Framework for Area Attention and Tracking Compensation of In-Orbit Satellite by Shuai Wang, Ruoke Wu, Yizhi Jiang, Xiaoqiang Di, Yining Mu, Guanyu Wen, Makram Ibrahim, Jinqing Li

“…In order to solve the problems of low tracking accuracy of in-orbit satellites by ground stations and slow processing speed of satellite target tracking images, this paper proposes an orbital satellite regional tracking and prediction model based on graph convolutional networks (GCNs). …”
Get full text

Disease Detection Algorithm for Tea Health Protection Based on Improved Real-Time Detection Transformer by Zhijie Lin, Zilong Zhu, Lingling Guo, Jingjing Chen, Jiyi Wu

Get full text

Rapid and Accurate Acquisition of Equivalent Economic Scale in Flood Protection Area Based on Multi-source Big Data by ZHENG Yong, XU Zhangfan, ZHOU Xiaoxin, CAI Jihong, JI Hongxiang, QIN Yan

“…The results show that the accuracy of the population prediction model is 82%, and the accuracy of the GDP prediction model is 76%. …”
Get full text

Deep learning-based screening for locomotive syndrome using single-camera walking video: Development and validation study. by Junichi Kushioka, Satoru Tada, Noriko Takemura, Taku Fujimoto, Hajime Nagahara, Masahiko Onoe, Keiko Yamada, Rodrigo Navarro-Ramirez, Takenori Oda, Hideki Mochizuki, Ken Nakata, Seiji Okada, Yu Moriguchi

“…This model objectively assesses gait patterns through single-camera video captures, offering a novel and efficient method for LS prediction and analysis. …”
Get full text

Research on kd-tree Cache Optimization Based on Particle Index Sorting Algorithm by 张挺, 林震寰, 杨丁颖, 王宗锴, 陈轶凡

“…Further analysis revealed that MAD-index-sort consistently improved the cache hit rates across all tested particle distribution models. For example, in scenarios characterized by extreme spatial variance, the strategy attained an average 27.3% reduction in computational time, coupled with a 17% improvement in cache hit rates, compared to traditional methods. …”
Get full text