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Unified Hyperspectral Fusion in Earth Observation: An observation-conditioned semantic closed-loop framework 地球观测中的统一高光谱融合：一个观测条件语义闭环框架
IF 14.6 1区 地球科学
IEEE Geoscience and Remote Sensing Magazine Pub Date : 2026-11-04 DOI: 10.1109/mgrs.2026.3743303
Chuang Liu, Jianhua Guo, Xiao Wu, Zhiqi Zhang, Mi Wang
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引用次数: 0
Toward Remote Sensing of All-Type Soil Degradation: A review 全类型土壤退化遥感研究进展
IF 14.6 1区 地球科学
IEEE Geoscience and Remote Sensing Magazine Pub Date : 2026-11-03 DOI: 10.1109/mgrs.2026.3744726
Minghang Song, Dayan Guan, Yanfeng Gu
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引用次数: 0
Foundation Models for Remote Sensing Change Detection: Paradigm transformation and future opportunities 遥感变化检测的基础模型：范式转换和未来机遇
IF 14.6 1区 地球科学
IEEE Geoscience and Remote Sensing Magazine Pub Date : 2026-10-29 DOI: 10.1109/mgrs.2026.3737118
Kaixuan Jiang, Chen Wu, Liangpei Zhang, Bo Du, Haonan Guo, Di Wang, Zhenghui Zhao, Jialu Li, Xiaolei Qin, Yao Jin, Wen Zhou, Chengxi Han, Meiqi Hu, Jia Liu, Tongfei Liu, Lei Ding, Kaiyu Li, Xiangyong Cao, Yichu Xu, Zhuo Zheng
{"title":"Foundation Models for Remote Sensing Change Detection: Paradigm transformation and future opportunities","authors":"Kaixuan Jiang, Chen Wu, Liangpei Zhang, Bo Du, Haonan Guo, Di Wang, Zhenghui Zhao, Jialu Li, Xiaolei Qin, Yao Jin, Wen Zhou, Chengxi Han, Meiqi Hu, Jia Liu, Tongfei Liu, Lei Ding, Kaiyu Li, Xiangyong Cao, Yichu Xu, Zhuo Zheng","doi":"10.1109/mgrs.2026.3737118","DOIUrl":"https://doi.org/10.1109/mgrs.2026.3737118","url":null,"abstract":"","PeriodicalId":48660,"journal":{"name":"IEEE Geoscience and Remote Sensing Magazine","volume":"1 1","pages":""},"PeriodicalIF":14.6,"publicationDate":"2026-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149304264","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
SARATR-X-v2: Scale-aware structural pretraining for synthetic aperture radar foundation models SARATR-X-v2：合成孔径雷达基础模型的尺度感知结构预训练
IF 14.6 1区 地球科学
IEEE Geoscience and Remote Sensing Magazine Pub Date : 2026-10-23 DOI: 10.1109/mgrs.2026.3738381
Weijie Li, Yafei Song, Yongxiang Liu, Bowen Peng, Jie Zhou, Jingyuan Xia, Wei Yang, Tianpeng Liu, Zhen Liu, Li Liu
{"title":"SARATR-X-v2: Scale-aware structural pretraining for synthetic aperture radar foundation models","authors":"Weijie Li, Yafei Song, Yongxiang Liu, Bowen Peng, Jie Zhou, Jingyuan Xia, Wei Yang, Tianpeng Liu, Zhen Liu, Li Liu","doi":"10.1109/mgrs.2026.3738381","DOIUrl":"https://doi.org/10.1109/mgrs.2026.3738381","url":null,"abstract":"","PeriodicalId":48660,"journal":{"name":"IEEE Geoscience and Remote Sensing Magazine","volume":"12 1","pages":""},"PeriodicalIF":14.6,"publicationDate":"2026-10-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149235997","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
Cross-Scene Spectral Instance Discovery: From pixel-level anomaly detection to cross-scene instance discovery in hyperspectral imagery 跨场景光谱实例发现：从像素级异常检测到高光谱图像中的跨场景实例发现
IF 14.6 1区 地球科学
IEEE Geoscience and Remote Sensing Magazine Pub Date : 2026-10-23 DOI: 10.1109/mgrs.2026.3737741
Xianyue Wang, Yuli Sun, Chenfang Liu, Tao Tang, Lin Lei
{"title":"Cross-Scene Spectral Instance Discovery: From pixel-level anomaly detection to cross-scene instance discovery in hyperspectral imagery","authors":"Xianyue Wang, Yuli Sun, Chenfang Liu, Tao Tang, Lin Lei","doi":"10.1109/mgrs.2026.3737741","DOIUrl":"https://doi.org/10.1109/mgrs.2026.3737741","url":null,"abstract":"","PeriodicalId":48660,"journal":{"name":"IEEE Geoscience and Remote Sensing Magazine","volume":"6 1","pages":""},"PeriodicalIF":14.6,"publicationDate":"2026-10-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149235996","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
Emerging Spaceborne Doppler Radar for Global In-Cloud Wind Retrieval: Advances and future directions 新兴星载多普勒雷达用于全球云内风检索：进展和未来方向
IF 14.6 1区 地球科学
IEEE Geoscience and Remote Sensing Magazine Pub Date : 2026-10-15 DOI: 10.1109/mgrs.2026.3738049
Yuexia Wang, Zhihuo Xu, Kun-Shan Chen, Jian Shang, Fangli Dou
{"title":"Emerging Spaceborne Doppler Radar for Global In-Cloud Wind Retrieval: Advances and future directions","authors":"Yuexia Wang, Zhihuo Xu, Kun-Shan Chen, Jian Shang, Fangli Dou","doi":"10.1109/mgrs.2026.3738049","DOIUrl":"https://doi.org/10.1109/mgrs.2026.3738049","url":null,"abstract":"","PeriodicalId":48660,"journal":{"name":"IEEE Geoscience and Remote Sensing Magazine","volume":"26 1","pages":"2-30"},"PeriodicalIF":14.6,"publicationDate":"2026-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149218498","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
Illusions of Progress?: Why hyperspectral deep learning needs modern benchmarks 进步的幻想？：为什么高光谱深度学习需要现代基准
IF 14.6 1区 地球科学
IEEE Geoscience and Remote Sensing Magazine Pub Date : 2026-10-15 DOI: 10.1109/mgrs.2026.3728162
Gülşen Taşkin, Ronny Hänsch, Muhammad Ahmad, Rocco Restaino, Saurabh Prasad, Gemine Vivone
{"title":"Illusions of Progress?: Why hyperspectral deep learning needs modern benchmarks","authors":"Gülşen Taşkin, Ronny Hänsch, Muhammad Ahmad, Rocco Restaino, Saurabh Prasad, Gemine Vivone","doi":"10.1109/mgrs.2026.3728162","DOIUrl":"https://doi.org/10.1109/mgrs.2026.3728162","url":null,"abstract":"","PeriodicalId":48660,"journal":{"name":"IEEE Geoscience and Remote Sensing Magazine","volume":"4 1","pages":"2-30"},"PeriodicalIF":14.6,"publicationDate":"2026-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149218499","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
Staff List 工作人员列表
IF 14.6 1区 地球科学
IEEE Geoscience and Remote Sensing Magazine Pub Date : 2026-10-12 DOI: 10.1109/mgrs.2026.3729302
{"title":"Staff List","authors":"","doi":"10.1109/mgrs.2026.3729302","DOIUrl":"https://doi.org/10.1109/mgrs.2026.3729302","url":null,"abstract":"","PeriodicalId":48660,"journal":{"name":"IEEE Geoscience and Remote Sensing Magazine","volume":"9 1","pages":""},"PeriodicalIF":14.6,"publicationDate":"2026-10-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149152368","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
IEEE Foundation IEEE基金会
IF 14.6 1区 地球科学
IEEE Geoscience and Remote Sensing Magazine Pub Date : 2026-10-12 DOI: 10.1109/mgrs.2026.3735394
{"title":"IEEE Foundation","authors":"","doi":"10.1109/mgrs.2026.3735394","DOIUrl":"https://doi.org/10.1109/mgrs.2026.3735394","url":null,"abstract":"","PeriodicalId":48660,"journal":{"name":"IEEE Geoscience and Remote Sensing Magazine","volume":"53 1","pages":""},"PeriodicalIF":14.6,"publicationDate":"2026-10-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149152373","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
The Problem with Extensions [Editor’s Corner] 扩展的问题[编辑角]
IF 14.6 1区 地球科学
IEEE Geoscience and Remote Sensing Magazine Pub Date : 2026-10-12 DOI: 10.1109/mgrs.2026.3728582
William Emery
{"title":"The Problem with Extensions [Editor’s Corner]","authors":"William Emery","doi":"10.1109/mgrs.2026.3728582","DOIUrl":"https://doi.org/10.1109/mgrs.2026.3728582","url":null,"abstract":"","PeriodicalId":48660,"journal":{"name":"IEEE Geoscience and Remote Sensing Magazine","volume":"31 1","pages":""},"PeriodicalIF":14.6,"publicationDate":"2026-10-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149152594","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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