{"title":"Synergy of Content and Style: Enhanced Remote Sensing Change Detection via Disentanglement and Refinement","authors":"Sijun Dong, Changxin Lu, Siming Fu, Xiaoliang Meng","doi":"10.1109/tgrs.2026.3664457","DOIUrl":"https://doi.org/10.1109/tgrs.2026.3664457","url":null,"abstract":"","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"52 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2026-02-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146198444","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}
Pub Date : 2026-02-13DOI: 10.1109/tgrs.2026.3664492
Meng Xu, Hongtao Zhang, Wangquan He, Shuyu Zhang, Sen Jia
{"title":"DAHNet: A Decomposition and Aggregation Hybrid Network for Hyperspectral Object Detection","authors":"Meng Xu, Hongtao Zhang, Wangquan He, Shuyu Zhang, Sen Jia","doi":"10.1109/tgrs.2026.3664492","DOIUrl":"https://doi.org/10.1109/tgrs.2026.3664492","url":null,"abstract":"","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"32 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2026-02-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146198498","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}
Pub Date : 2026-02-13DOI: 10.1109/tgrs.2026.3664648
Mingxiang Hao, Bin Chen
{"title":"STaR-PM: An Interpretable Spatiotemporal Transfer Learning Framework for PM 2.5 Retrieval Using Kolmogorov-Arnold Networks","authors":"Mingxiang Hao, Bin Chen","doi":"10.1109/tgrs.2026.3664648","DOIUrl":"https://doi.org/10.1109/tgrs.2026.3664648","url":null,"abstract":"","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"41 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2026-02-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146198497","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}
Pub Date : 2026-02-13DOI: 10.1109/tgrs.2026.3664714
Dajiang Lei, Kai Zhang, Liping Zhang, Yongtao Deng, Yidong Peng, Weisheng Li
{"title":"Nonlocal Deep Unfolding Pansharpening Method Based on Dynamic Kernel Prior","authors":"Dajiang Lei, Kai Zhang, Liping Zhang, Yongtao Deng, Yidong Peng, Weisheng Li","doi":"10.1109/tgrs.2026.3664714","DOIUrl":"https://doi.org/10.1109/tgrs.2026.3664714","url":null,"abstract":"","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"32 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2026-02-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146198446","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}