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1. Correlation Tracking and Multifeature Fusion Net for GPR 3-D Dense Array Construction NSTL国家科技图书文献中心

Chuanjun Song |  Da Yuan... -  《IEEE Transactions on Geoscience and Remote Sensing》 - 2025,63 - 1～12 - 共12页

摘要：Ground-penetrating radar (GPR) 3-D modeling |  can intuitively reveal complex subsurface structures | , facilitating a more comprehensive understanding and |  interpretation of the data. In practical engineering |  applications, the collected data often exhibit high sparsity
关键词： Three-dimensional displays |  Feature extraction |  Correlation |  Arrays |  Interpolation |  Data models |  Accuracy |  Surveys |  Solid modeling |  Radar tracking
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2. Fast 3-D Modeling of the LWD Ultradeep Resistivity Measurements Using the Field-Based Secondary-Field Finite Volume Method NSTL国家科技图书文献中心

Yazhou Wang |  Hongnian Wang... -  《IEEE Transactions on Geoscience and Remote Sensing》 - 2025,63 - 1～16 - 共16页

摘要：In this article, to explore the efficiency and |  precision of the 3-D finite volume method (FVM) for the |  logging while drilling (LWD) ultradeep resistivity |  measurements, we compared four different schemes: field-based |  total-field FVM, coupled potentials total-field FVM
关键词： Three-dimensional displays |  Conductivity |  Accuracy |  Mathematical models |  Solid modeling |  Electric fields |  Conductivity measurement |  Vectors |  Tensors |  Numerical models
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3. A High-Resolution Post-Stack Inversion Method Constrained by Seismic Waveform Characteristics NSTL国家科技图书文献中心

Jiwei Zhang |  Jianguo Song... -  《IEEE Transactions on Geoscience and Remote Sensing》 - 2025,63 - 1～10 - 共10页

摘要：Seismic waveforms serve as a comprehensive |  representation of seismic data, closely reflecting underground |  information. Previous studies have successfully used seismic |  waveform characteristics to delineate sedimentary facies |  and predict reservoirs, demonstrating their value in
关键词： Libraries |  Reservoirs |  Impedance |  Geology |  Data models |  Accuracy |  Stochastic processes |  Reflection |  Oils |  Reflection coefficient
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4. Stereo Event-Based, 6-DOF Pose Tracking for Uncooperative Spacecraft NSTL国家科技图书文献中心

Zibin Liu |  Banglei Guan... -  《IEEE Transactions on Geoscience and Remote Sensing》 - 2025,63 - 1～13 - 共13页

摘要：Pose tracking of uncooperative spacecraft is |  an essential technology for space exploration and |  on-orbit servicing, which remains an open problem | . Event cameras possess numerous advantages, such as |  high dynamic range, high temporal resolution, and low
关键词： Space vehicles |  Cameras |  Event detection |  Tracking |  Streams |  6-DOF |  Three-dimensional displays |  Pose estimation |  Satellites |  Object tracking
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5. Automatic Extraction of Roads From Multisource Geospatial Data Using Fusion Attention Network and Regularization Algorithm NSTL国家科技图书文献中心

Zejiao Wang |  Longgang Xiang... -  《IEEE Transactions on Geoscience and Remote Sensing》 - 2025,63 - 1～17 - 共17页

摘要：Automatic extraction of roads from remote |  sensing imagery has numerous applications, such as urban |  planning and navigation. However, the quality of images |  is limited, and most existing road extraction |  methods suffer from discontinuity. Additionally, there
关键词： Roads |  Feature extraction |  Image edge detection |  Data mining |  Image segmentation |  Trajectory |  Transformers |  Soft sensors |  Remote sensing |  Geospatial analysis
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6. MCTGCL: Mixed CNN–Transformer for Mars Hyperspectral Image Classification With Graph Contrastive Learning NSTL国家科技图书文献中心

Bobo Xi |  Yun Zhang... -  《IEEE Transactions on Geoscience and Remote Sensing》 - 2025,63 - 1～14 - 共14页

摘要：Hyperspectral image (HSI) classification has |  been extensively studied in the context of Earth |  observation. However, its application in Mars exploration |  remains limited. Although convolutional neural networks |  (CNNs) have proven effective in HSI processing, their
关键词： Transformers |  Feature extraction |  Mars |  Minerals |  Contrastive learning |  Hyperspectral imaging |  Convolutional neural networks |  Training |  Earth |  Data mining
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7. Total Reflectivity Uprising of Array-Shaped Microwave Calibration Target in Case of Small Aperture Beam Illuminations NSTL国家科技图书文献中心

Miaomiao Peng |  Jieying He... -  《IEEE Transactions on Geoscience and Remote Sensing》 - 2025,63 - 1～12 - 共12页

摘要：In this work, an interesting phenomenon is |  investigated in the scenario of calibration link in microwave |  radiometers, where a feeder antenna is directly harvesting |  the radiated brightness temperature (BT) from the |  microwave calibration target (MCT). As reciprocity has
关键词： Scattering |  Lighting |  Microwave radiometry |  Reflectivity |  Microwave theory and techniques |  Training |  Data mining |  Artificial intelligence |  Coatings |  Reflector antennas
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8. Are the Current Expectations for SAR Remote Sensing of Soil Moisture Using Machine Learning Overoptimistic? NSTL国家科技图书文献中心

Liujun Zhu |  Junjie Dai... -  《IEEE Transactions on Geoscience and Remote Sensing》 - 2025,63 - 1～15 - 共15页

摘要：High-resolution surface soil moisture is |  essential for advancing various applications. The |  increased synthetic aperture radar (SAR) missions over the |  past decade present an opportunity to obtain large | -scale, high-resolution soil moisture data. Machine
关键词： Soil moisture |  Soil measurements |  Machine learning |  Training |  Moisture measurement |  Synthetic aperture radar |  Data models |  Sentinel-1 |  Moisture |  Accuracy
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9. Hongtu-1: The First Spaceborne Single-Pass Multibaseline SAR Interferometry Mission NSTL国家科技图书文献中心

Yunkai Deng |  Heng Zhang... -  《IEEE Transactions on Geoscience and Remote Sensing》 - 2025,63 - 1～18 - 共18页

摘要：The Hongtu-1 (HT-1) synthetic aperture radar |  (SAR) system is the first spaceborne single-pass |  multibaseline (MB) interferometric SAR (InSAR) system based on |  four HT-1 SAR satellites flying in a cartwheel |  formation. This setup includes three secondary satellites
关键词： Satellites |  Synthetic aperture radar |  Spaceborne radar |  Orbits |  Payloads |  Accuracy |  Radar polarimetry |  Image resolution |  Radar imaging |  Deformation
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10. One Token for Detecting Various Changes NSTL国家科技图书文献中心

Dan Wang |  Licheng Jiao... -  《IEEE Transactions on Geoscience and Remote Sensing》 - 2025,63 - 1～14 - 共14页

摘要：Differential features obtained by comparing |  the images of two periods play an indispensable role |  in the change detection (CD) task. However, a pair |  of bitemporal images can exhibit diverse changes | , which may cause various differential features
关键词： Feature extraction |  Semantics |  Transformers |  Image representation |  Data mining |  Attention mechanisms |  Visualization |  Remote sensing |  Lighting |  Image resolution
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