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IEEE Transactions on Geoscience and Remote Sensing最新文献

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MBTI: A Multi-Branch Efficient Fine-Tuning Framework for Hyperspectral Image Classification with Foundation Models MBTI：基于基础模型的高光谱图像分类多分支高效微调框架
IF 8.2 1区 地球科学
IEEE Transactions on Geoscience and Remote Sensing Pub Date : 2026-10-21 DOI: 10.1109/tgrs.2026.3745409
Mingzhen Xu, Haonan Guo, Di Wang, Yinghua Qu, Zhiliang Zhou, Lei Zhang, Huiwen Yao, Rui Zhao, Fengxiang Wang, Gang Wang, Bo Du, Liangpei Zhang
{"title":"MBTI: A Multi-Branch Efficient Fine-Tuning Framework for Hyperspectral Image Classification with Foundation Models","authors":"Mingzhen Xu, Haonan Guo, Di Wang, Yinghua Qu, Zhiliang Zhou, Lei Zhang, Huiwen Yao, Rui Zhao, Fengxiang Wang, Gang Wang, Bo Du, Liangpei Zhang","doi":"10.1109/tgrs.2026.3745409","DOIUrl":"https://doi.org/10.1109/tgrs.2026.3745409","url":null,"abstract":"","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"64 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2026-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149235949","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Forecasting Ionospheric Irregularities on GNSS Lines of Sight Using Dynamic Graphs with Ephemeris Conditioning 利用星历动态图预测GNSS视线电离层不规则性
IF 8.2 1区 地球科学
IEEE Transactions on Geoscience and Remote Sensing Pub Date : 2026-10-21 DOI: 10.1109/tgrs.2026.3745099
Mert Can Turkmen, Eng Leong Tan, Yee Hui Lee
{"title":"Forecasting Ionospheric Irregularities on GNSS Lines of Sight Using Dynamic Graphs with Ephemeris Conditioning","authors":"Mert Can Turkmen, Eng Leong Tan, Yee Hui Lee","doi":"10.1109/tgrs.2026.3745099","DOIUrl":"https://doi.org/10.1109/tgrs.2026.3745099","url":null,"abstract":"","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"9 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2026-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149235959","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Improving Cloudy-Sky Surface Downward Longwave Radiation Estimation by Separating Cloud and Sub-cloud Atmospheric Contributions 分离云和云下大气贡献改进云天表面向下长波辐射估算
IF 8.2 1区 地球科学
IEEE Transactions on Geoscience and Remote Sensing Pub Date : 2026-10-21 DOI: 10.1109/tgrs.2026.3745065
Shanshan Yu, Xiaozhou Xin, Qinhuo Liu, Hailong Zhang, Li Li
{"title":"Improving Cloudy-Sky Surface Downward Longwave Radiation Estimation by Separating Cloud and Sub-cloud Atmospheric Contributions","authors":"Shanshan Yu, Xiaozhou Xin, Qinhuo Liu, Hailong Zhang, Li Li","doi":"10.1109/tgrs.2026.3745065","DOIUrl":"https://doi.org/10.1109/tgrs.2026.3745065","url":null,"abstract":"","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"391 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2026-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149235962","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Sensing Accuracy Optimization for Multi-UAV SAR Interferometry with Data Offloading 基于数据卸载的多无人机SAR干涉测量传感精度优化
IF 8.2 1区 地球科学
IEEE Transactions on Geoscience and Remote Sensing Pub Date : 2026-10-19 DOI: 10.1109/tgrs.2026.3744734
Mohamed-Amine Lahmeri, Pouya Fakharizadeh, Víctor Mustieles-Pérez, Martin Vossiek, Gerhard Krieger, Robert Schober
{"title":"Sensing Accuracy Optimization for Multi-UAV SAR Interferometry with Data Offloading","authors":"Mohamed-Amine Lahmeri, Pouya Fakharizadeh, Víctor Mustieles-Pérez, Martin Vossiek, Gerhard Krieger, Robert Schober","doi":"10.1109/tgrs.2026.3744734","DOIUrl":"https://doi.org/10.1109/tgrs.2026.3744734","url":null,"abstract":"","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"64 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2026-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149226348","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Least-Squares Migration for Shallow Water Ocean-Bottom-Node Data 浅水海底节点数据的最小二乘迁移
IF 8.2 1区 地球科学
IEEE Transactions on Geoscience and Remote Sensing Pub Date : 2026-10-19 DOI: 10.1109/tgrs.2026.3744879
Jianhua Wang, Yubo Yue, Cong Deng, Xianwei Gao, Yandong Wang
{"title":"Least-Squares Migration for Shallow Water Ocean-Bottom-Node Data","authors":"Jianhua Wang, Yubo Yue, Cong Deng, Xianwei Gao, Yandong Wang","doi":"10.1109/tgrs.2026.3744879","DOIUrl":"https://doi.org/10.1109/tgrs.2026.3744879","url":null,"abstract":"","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"2 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2026-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149226330","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Learning to Expand and Align: A Fourier-Based Vision-Language Framework for Incremental Hyperspectral Image Classification 学习扩展和对齐：用于增量高光谱图像分类的基于傅里叶的视觉语言框架
IF 8.2 1区 地球科学
IEEE Transactions on Geoscience and Remote Sensing Pub Date : 2026-10-19 DOI: 10.1109/tgrs.2026.3744205
Yun Zhang, Bobo Xi, Jiaojiao Li, Hongsheng Zhang, Yunsong Li, Wei Xiang
{"title":"Learning to Expand and Align: A Fourier-Based Vision-Language Framework for Incremental Hyperspectral Image Classification","authors":"Yun Zhang, Bobo Xi, Jiaojiao Li, Hongsheng Zhang, Yunsong Li, Wei Xiang","doi":"10.1109/tgrs.2026.3744205","DOIUrl":"https://doi.org/10.1109/tgrs.2026.3744205","url":null,"abstract":"","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"82 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2026-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149226346","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
HP-MDMF: Hybrid-Prior Multiscale Deep Matrix Factorization Network for Coherent Recovery of Complex-Valued Echoes with Random Missing Apertures in SAR Imaging 混合-先验多尺度深度矩阵分解网络用于SAR成像中随机缺失孔径复值回波的相干恢复
IF 8.2 1区 地球科学
IEEE Transactions on Geoscience and Remote Sensing Pub Date : 2026-10-19 DOI: 10.1109/tgrs.2026.3744360
Zhaoyi Shao, Zhongyu Li, Yu Hai, Junjie Wu, Jianyu Yang
{"title":"HP-MDMF: Hybrid-Prior Multiscale Deep Matrix Factorization Network for Coherent Recovery of Complex-Valued Echoes with Random Missing Apertures in SAR Imaging","authors":"Zhaoyi Shao, Zhongyu Li, Yu Hai, Junjie Wu, Jianyu Yang","doi":"10.1109/tgrs.2026.3744360","DOIUrl":"https://doi.org/10.1109/tgrs.2026.3744360","url":null,"abstract":"","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"64 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2026-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149226327","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
VHPS: A Vulnerability-Aware Hybrid Protection Framework for Space-Borne Remote Sensing Models 基于VHPS的星载遥感模型脆弱性感知混合防护框架
IF 8.2 1区 地球科学
IEEE Transactions on Geoscience and Remote Sensing Pub Date : 2026-10-19 DOI: 10.1109/tgrs.2026.3744536
Zihe Ji, Haopeng Chen, Yaoqi Liu, Yisheng Zhao, Hongyi Chen, Zhuochen Xie, Kun Guo, Hao Zhou, Yinhe Han, Jianyu Wang
{"title":"VHPS: A Vulnerability-Aware Hybrid Protection Framework for Space-Borne Remote Sensing Models","authors":"Zihe Ji, Haopeng Chen, Yaoqi Liu, Yisheng Zhao, Hongyi Chen, Zhuochen Xie, Kun Guo, Hao Zhou, Yinhe Han, Jianyu Wang","doi":"10.1109/tgrs.2026.3744536","DOIUrl":"https://doi.org/10.1109/tgrs.2026.3744536","url":null,"abstract":"","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"5 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2026-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149226331","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
HCD 2 : A Generative Dense Classification Framework for Hyperspectral Imagery with Conditional Diffusion 基于条件扩散的高光谱图像生成密集分类框架
IF 8.2 1区 地球科学
IEEE Transactions on Geoscience and Remote Sensing Pub Date : 2026-10-19 DOI: 10.1109/tgrs.2026.3744569
Hongqiao Wang, Haiyan Sun, Xuanchen Yan, Yanping Cai, Zhaoxiang Zhang
{"title":"HCD 2 : A Generative Dense Classification Framework for Hyperspectral Imagery with Conditional Diffusion","authors":"Hongqiao Wang, Haiyan Sun, Xuanchen Yan, Yanping Cai, Zhaoxiang Zhang","doi":"10.1109/tgrs.2026.3744569","DOIUrl":"https://doi.org/10.1109/tgrs.2026.3744569","url":null,"abstract":"","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"5 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2026-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149226345","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
DCLRNet: Dynamic Coupled Lightweight Restoration Network for Improving Underwater Visual Quality DCLRNet：一种改善水下视觉质量的动态耦合轻量级恢复网络
IF 8.2 1区 地球科学
IEEE Transactions on Geoscience and Remote Sensing Pub Date : 2026-10-19 DOI: 10.1109/tgrs.2026.3744575
Weidong Zhang, Kangle Qiao, Zheng Liang, Wenyi Zhao, Ling Zhou
{"title":"DCLRNet: Dynamic Coupled Lightweight Restoration Network for Improving Underwater Visual Quality","authors":"Weidong Zhang, Kangle Qiao, Zheng Liang, Wenyi Zhao, Ling Zhou","doi":"10.1109/tgrs.2026.3744575","DOIUrl":"https://doi.org/10.1109/tgrs.2026.3744575","url":null,"abstract":"","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"2 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2026-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149226325","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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