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Optical Imaging Degradation Simulation and Transformer-Based Image Restoration for Remote Sensing IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-26 Hua Wei, Kun Gao, Jing Wang, Qiuyan Tang, Xiongxin Tang, Fanjiang Xu
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Leveraging Frequency-Guided Mixer and Target Aware Attention for Ground-Based Cloud Detection IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-26 Chenyu Dong, Guanyi Li, Yixiao Gu, Junjie Zhang, Dan Zeng
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Machine Learning-Enhanced Interpolation of Gravity-Assisted Magnetic Data IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-26 Hong Xu, Lvshen Zhao, Peiqi Jing, Jie Yan, Xuming Zhu, Zhuo Jia
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Urban Damage Level Estimation with Reconstructed Quad-Pol SAR Data From Dual-Pol SAR Mode IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-25 Jun-Wu Deng, Ming-Dian Li, Si-Wei Chen
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Adaptive Angle Module and Radian Regression Method for Rotated Object Detection IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-25 Yihao Xu, Ming Dai, Dejun Zhu, Wankou Yang
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Adaptive Denoising for Airborne LiDAR Bathymetric Full-Waveforms Using EMD-Based Multi-Resolution Analysis IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-25 Wenjing Li, Libin Du, Xiangqian Meng, Jie Liu, Yuxin Li, Xinjie Zhang, Dawei Wan
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SiamHOT: Siamese High-order Transformer for Aerial Tracking IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-25 Qiqi Chen, Yujia Zuo, Bo Wang, Jinghong Liu, Chenglong Liu
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MFFnet: a Seismic Phase Picking Network Based on Multiple Feature Fusion IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-25 Tao Ren, Pengyu Wang, Rong Shen, Georgi M. Dimirovski, Xinliang Liu, Fanchun Meng
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A preliminary result on the ionosphere modeling with an ionospheric effective height IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-25 Jun Chen, Liangke Huang, Si Xiong
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Efficient Calculation of Electromagnetic Characteristics of 2-D Periodic Dielectric Objects above Half-space IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-25 Pei-Yang Zhou, Zi He, Xue-Wen Chen, Da-Zhi Ding
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Spatiotemporal Prediction of Monthly Coastal Upwelling Scenario in SST Fields Using Deep Learning Based Models IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-25 Mohamed Snoussi, Ayoub Tamim, Salma El Fellah, Lahcen Koutti
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Prior Knowledge Constraints Network (PKCNet) for Synthetic Aperture Radar Pulse Radio Frequency Interference Suppression IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-25 Fenghao Zheng, Zhongmin Zhang, Kexin Zhang
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Semi and Self-Supervised Metric Learning for Remote Sensing Applications IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-25 Itza Hernandez-Sequeira, Ruben Fernandez-Beltran, Filiberto Pla
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Road Graph Extraction via Transformer and Topological Representation IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-22 Yifan Zao, Zhengxia Zou, Zhenwei Shi
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U-Net Based Adaptive Subtraction Utilizing Three Frequency-bands of Simulated Multiples for Their Suppression IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-22 Jiahui Ma, Keyi Sun, Xiaofeng Dai, Bin Li, Yibo Wang, Zhongxiao Li
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Agile Frequency RCS-Based Deep Fusion Network for Ship and Corner Reflector Identification IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-22 Qinzhe Lv, Hanxin Fan, Yinghai Zhao, Yinghui Quan, Mengdao Xing
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Radarcoding Reference Data for SAR Training Data Creation in Radar Coordinates IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-22 Anurag Kulshrestha, Ling Chang, Alfred Stein
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The Influence of Topography-Dependent Atmospheric Delay for the InSAR Time Series Results and the Deep Neural Network Correction IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-21 Hao Zhou, Keren Dai, Ningling Wen, Jianming Xiang, Zhenhong Li
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Classification and Magnitude Estimation of Global and Local Seismic Events Using Conformer and Low-Rank Adaptation Fine-Tuning IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-21 Yooseok Jin, Gwantae Kim, Hanseok Ko
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A Framework for Generating High-Resolution Seamless Remote Sensing Images for Regional-Scale Areas IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-21 Dekun Lin, Huanfeng Shen, Zhonghang Qiu, Shaocong Zhu, Wenli Huang, Tao Jiang
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Sampling Guidance of Deep-sea Surficial Sediment Using acoustic faces CNN-BLSTM fusion IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-21 Zhiguo Qu, Mingguang Shan, Dapeng Zou, Xinghui Cao, Zhi Zhong, Yongqiang Xie
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Feature Generation-aided Zero-Shot Fast SAR Target Recognition with Semantic Attributes IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-21 Kaijia Yan, Yuchuang Sun, Wangzhe Li
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Road Extraction from Remote Sensing Images via Channel Attention and Multi-Layer Axial Transformer IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-20 Qingliang Meng, Daoxiang Zhou, Xiaokai Zhang, Zhigang Yang, Zehua Chen
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Terahertz Circular SAR Imaging Algorithm based on the Extraction of Scattering Characteristics of Target Structures IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-20 Yuliang Li, Rui Min, Jin Li, Yiming Pi
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CUTCI: A GPU-accelerated computing method for the Universal Thermal Climate Index IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-20 Hongdeng Jian, Xiaoping Du, Zhenzhen Yan, Qin Zhan, Chen Xu, Xiangtao Fan
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Velocity Estimation Algorithm Based on Staggered Subband Groups for DDMA-MIMO Radar IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-20 Wenyan Hong, Fengbin Liu, Yixiong Zhang, Jianyang Zhou
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Forest Snow Depth Estimation Based on Optimized Features and DNN Network Using C-band SAR Data IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-20 Guangan Yu, Lingjia Gu, Xiaofeng Li, Xintong Fan
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Domain-Adaptive HRRP Generation Using Two-Stage Denoising Diffusion Probability Model IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-20 Qiang Zhou, Yanhua Wang, Xin Zhang, Liang Zhang, Teng Long
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Atmospheric Methane Retrieval Based on Back Propagation Neural Network and Simulated AVIRIS-NG Data IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-20 Yunxia Huang, Guizhen Liu, Lingxiao Wang, Huajie Chen, Shuwu Xu
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Hierarchical Attention Transformer for Hyperspectral Image Classification IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-20 Tahir Arshad, Junping Zhang
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Accurate Reconstruction of Short Duration Passive Seismic Data with Transformer Integrating Multi-Scale Dense Network IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-19 Liyun Ma, Liguo Han, Qiang Feng, Binghui Zhao, Xin Li
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Global–Local Feature Fusion Network for Visible–Infrared Vehicle Detection IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-19 Xudong Kang, Hui Yin, Puhong Duan
Visible-infrared vehicle target detection aims to pinpoint the location and class of vehicles by fusing the favorable complementary information of visible–infrared image pairs. However, most of the detection methods cannot obtain ideal detection performance when visible–infrared image pairs are captured in low lighting environment. To solve this issue, we propose a global–local feature fusion network
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Space Target Detection Based on DBF and GRFT for Ground-based Distributed Radar IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-19 Zhe Li, Zegang Ding, Yinzi Wang, Yufei Sun, Linghao Li
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CSIF and GOSIF do not accurately capture the vegetation greening during the spring of 2020 IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-19 Yiyang Du, Kailing Zhu, Zhaoyang Zhang
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EHGNN: Enhanced Hypergraph Neural Network for Hyperspectral Image Classification IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-19 Qingwang Wang, Jiangbo Huang, Tao Shen, Yanfeng Gu
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Improving the Accuracy and Spatial Resolution of ERA5 Precipitable Water Vapor Using InSAR Data IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-19 Pedro Mateus, João Catalão, Giovanni Nico
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A SAR Image Registration Algorithm Based on Edge Intersection Extraction and Retrained HardNet IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-19 Zhibin Wu, Haipeng Wang
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SNRI: A Signed Normalized Range Index for Remote Sensing of Panax Notoginseng Plantations IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-19 Xiangjian Xie, Alim Samat, Yufeng He, Yuhong Jiang
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LBF-based CS Algorithm for Multireceiver SAS IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-19 Xuebo Zhang, Peixuan Yang, Yanmei Wang, Wenyan Shen, Jiachong Yang, Kun Ye, Mingzhang Zhou, Haixin Sun
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Thick Cloud Removal in Multitemporal Remote Sensing Images Using a Coarse-to-Fine Framework IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-19 Yue Zi, Xuedong Song, Fengying Xie, Zhiguo Jiang
Remote sensing (RS) images are widely used for Earth observation. However, cloud contamination greatly degrades the quality of RS images and limits their applications. In this letter, we propose a coarse-to-fine thick cloud removal method for a single pair of multitemporal RS images. First, we perform a global color transformation on a cloud-free reference image using linear regression coefficients
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Inversion of Sound Speed Profile in the Luzon Strait by Combining Single Empirical Orthogonal Function and Generalized Regression Neural Network IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-19 Yuyao Liu, Yu Chen, Wei Chen, Zhou Meng
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Downscaled XCO2 Estimation using Data Fusion and AI-based Spatio-Temporal Models IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-19 Spurthy Maria Pais, Shrutilipi Bhattacharjee, Anand Kumar Madasamy, Jia Chen
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An Inclined Scalable Grid System and An Improved Heuristic Algorithm for Multi-satellite Joint Regional Coverage IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-19 Feng Li, Qiuhua Wan, Da Li, Xing Zhong, Feifei Wen, Qien He
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Research on the Detection Algorithm of Camouflage Scattered Landmines in Vegetation Environment Based on Polarization Spectral Fusion IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-19 Siyuan Li, Jiannan Jiao, Guofeng Zhang, Chi Wang
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Spatiotemporal Fusion via Conditional Diffusion Model IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-19 Yaobin Ma, Qi Wang, Jingbo Wei
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QETR: A Query-Enhanced Transformer for Remote Sensing Image Object Detection IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-18 Xinyu Ma, Pengyuan Lv, Yanfei Zhong
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Analysis of Significant Wave Height From X-band Radar Images Based on Empirical Wavelet Transform IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-18 Shaoyan Zuo, Dazhi Wang, Liujia Suo, Shuaiwu Liu, Yongqing Zhao, Dewang Liu
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2-D EM Scattering And Inverse Scattering From Inhomogeneous Objects Straddling Multiple Subsurface Planar Layers With a Rough Surface IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-18 Qing Wu, Ruidong Huang, Feng Han
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A novel feature evaluation method in mapping forest AGB by fusing multiple evaluation metrics using PolSAR data IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-18 Tingchen Zhang, Jiangping Long, Hui Lin, Zhaohua Liu, Zilin Ye, Huanna Zheng
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An Orientation-Robust Local Feature Descriptor Based on Texture and Phase Congruency for Visible-Infrared Image Matching IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-18 Cristiano F. G. Nunes, Flávio L. C. Pádua
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Minimization of forecast error using deep learning for real-time heavy rainfall events over Assam IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-18 Dhananjay Trivedi, Omveer Sharma, Sandeep Pattnaik
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Semantics-Assisted Multiview Fusion for SAR Automatic Target Recognition IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-12 Tong Zhang, Xiaobao Tong, Yong Wang
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IRGraphSeg: Infrared Small Target Detection Based on Hierarchical GNN IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-12 Guimin Jia, Yu Cheng, Tao Chen
Due to the lack of texture information and the low local contrast between targets and backgrounds of infrared images, the structural and global information of the image is especially important for the robustness of infrared small target detection (IRSTD). This article proposes a new IRSTD method based on graph deep learning, which can unify the representation of image structure information and texture
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ISTAP-Based Multichannel Radar DOA Estimation Under Rapid Airspace Rotation IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-08 Lichao Zhou, Yifeng Wu, Lei Zhang, Dong Xia
The angular systematic error of multichannel airspace rotating radars can be precisely compensated, while the angular random error must be improved by increasing the signal-to-clutter-plus-noise ratio (SCNR). However, the echoes of the fast airspace rotating radars are subject to robust clutter effects, Doppler scattering, and target energy scattering, which reduce the output SCNR. To solve this problem
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Multiscale Residual Convolution Neural Network for Seismic Data Denoising IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-07 Zhimin Gao, Honglong Chen, Zhe Li, Bolun Ma
Obtaining high signal-to-noise ratio (SNR) data is significant for the subsequent processing and interpretation of seismic data. In recent years, the convolutional neural network (CNN) has been widely used in seismic data denoising. However, the existing CNN-based method usually has a single receptive field, making it difficult to effectively extract feature maps at different scales. Therefore, we
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A Self-adaptive Algorithm of Inverse Wavefield Transform for the Vertically Magnetic Components of the Loop-source Transient Electromagnetic Data IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-07 Kerui Fan, Jianlei Guo, Gang Wang, Lei Xu, Kailiang Lu, Shangqu Sun, Peng He, Zhiqiang Li, Neng Wang
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Inversion and Evaluation of Oil Thickness Based on a C-Band Microwave Experiment IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-07 Guo Jie, Ma Jing
In the event of an offshore oil spill accident, timely acquisition of the oil spill area and volume is of great significance for scientific decision-making and emergency responses. The remote sensing acquisition breakthrough point pertaining to oil spill volume is the determination of oil film thickness (OFT). Several rules have been identified based on the empirical relationships between the oil film’s
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Radar Differential Phase Upon Transmission Impacts Products From Atmospheric Insects IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-07 Valery M. Melnikov, Eli S. Bridge
The U.S. network of WSR-88D dual-polarization weather radars adheres to design standards that are intended to ensure uniform radar measures from atmospheric phenomena. Although these radars have been designed to collect weather information, they also monitor atmospheric biota. In this communication, we demonstrate that radar patterns from airborne insects from co-located WSR-88Ds can differ significantly
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Hyperspectral Image Classification Based on Atrous Convolution Channel Attention-Aided Dense Convolutional Neural Network IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-07 Han Zhai, Yuhong Liu
Hyperspectral image (HSI) classification is a vital but difficult task due to its significant spectral variability and nonlinear structure. Nowadays, complex spatial–spectral networks have achieved remarkable successes in HSI classification, but limited by the large complexity and hardware demands. Spectral networks with simple architectures alleviate this problem to some degree; however, most of them
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A Short-Term Forecasting Method for Ionospheric TEC Combining Local Attention Mechanism and LSTM Model IEEE Geosci. Remote Sens. Lett. (IF 4.8) Pub Date : 2024-03-07 Jun Tang, Lang Xu, Xuequn Wu, Ke Chen
Total electron content (TEC) is an important parameter for studying ionospheric variations and space weather. Short-term prediction of the ionosphere plays a significant role in near-Earth space environment monitoring. This study proposes a model that combines a long short-term memory (LSTM) neural network with a local attention mechanism (LAM), which weights the features using attention weights and