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IEEE Transactions on Geoscience and Remote Sensing最新文献

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A Lightweight Multi-Scale and Multi-Attention Hyperspectral Image Classification Network Based on Multi-Stage Search 基于多阶段搜索的轻量级多尺度、多注意力高光谱图像分类网络
IF 8.2 1区 地球科学
IEEE Transactions on Geoscience and Remote Sensing Pub Date : 2025-03-21 DOI: 10.1109/tgrs.2025.3553147
Kefan Li, Yuting Wan, Ailong Ma, Yanfei Zhong
{"title":"A Lightweight Multi-Scale and Multi-Attention Hyperspectral Image Classification Network Based on Multi-Stage Search","authors":"Kefan Li, Yuting Wan, Ailong Ma, Yanfei Zhong","doi":"10.1109/tgrs.2025.3553147","DOIUrl":"https://doi.org/10.1109/tgrs.2025.3553147","url":null,"abstract":"","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"2 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2025-03-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143672315","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
PGCS: Physical Law embedded Generative Cloud Synthesis in Remote Sensing Images
IF 8.2 1区 地球科学
IEEE Transactions on Geoscience and Remote Sensing Pub Date : 2025-03-21 DOI: 10.1109/tgrs.2025.3553239
Liying Xu, Huifang Li, Huanfeng Shen, Mingyang Lei, Tao Jiang
{"title":"PGCS: Physical Law embedded Generative Cloud Synthesis in Remote Sensing Images","authors":"Liying Xu, Huifang Li, Huanfeng Shen, Mingyang Lei, Tao Jiang","doi":"10.1109/tgrs.2025.3553239","DOIUrl":"https://doi.org/10.1109/tgrs.2025.3553239","url":null,"abstract":"","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"1728 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2025-03-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143672277","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
Parameter-Free Spectral-Spatial Optimization Algorithm for Semi-Blind Hyperspectral and Multispectral Image Fusion
IF 8.2 1区 地球科学
IEEE Transactions on Geoscience and Remote Sensing Pub Date : 2025-03-21 DOI: 10.1109/tgrs.2025.3553445
Jian Long, Jialin Gui, Yuanxi Peng, Yibing Zhan, Jun Li, Quan Zhang, Yulei Tian
{"title":"Parameter-Free Spectral-Spatial Optimization Algorithm for Semi-Blind Hyperspectral and Multispectral Image Fusion","authors":"Jian Long, Jialin Gui, Yuanxi Peng, Yibing Zhan, Jun Li, Quan Zhang, Yulei Tian","doi":"10.1109/tgrs.2025.3553445","DOIUrl":"https://doi.org/10.1109/tgrs.2025.3553445","url":null,"abstract":"","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"34 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2025-03-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143672357","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
Dual Prediction-Guided Distillation for Object Detection in Remote Sensing Images
IF 8.2 1区 地球科学
IEEE Transactions on Geoscience and Remote Sensing Pub Date : 2025-03-21 DOI: 10.1109/tgrs.2025.3553128
Ruiqing Wang, Yifan Fu, Yang Xu, Zebin Wu, Zhihui Wei
{"title":"Dual Prediction-Guided Distillation for Object Detection in Remote Sensing Images","authors":"Ruiqing Wang, Yifan Fu, Yang Xu, Zebin Wu, Zhihui Wei","doi":"10.1109/tgrs.2025.3553128","DOIUrl":"https://doi.org/10.1109/tgrs.2025.3553128","url":null,"abstract":"","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"27 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2025-03-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143672278","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
A geographically random machine learning model for GOME-2 global seamless sun-induced chlorophyll fluorescence downscaling products with high spatio-temporal resolution
IF 8.2 1区 地球科学
IEEE Transactions on Geoscience and Remote Sensing Pub Date : 2025-03-21 DOI: 10.1109/tgrs.2025.3552678
Sicong He, Yanbin Yuan, Heng Dong, Xiufeng Chen, Chengfang Zhang
{"title":"A geographically random machine learning model for GOME-2 global seamless sun-induced chlorophyll fluorescence downscaling products with high spatio-temporal resolution","authors":"Sicong He, Yanbin Yuan, Heng Dong, Xiufeng Chen, Chengfang Zhang","doi":"10.1109/tgrs.2025.3552678","DOIUrl":"https://doi.org/10.1109/tgrs.2025.3552678","url":null,"abstract":"","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"32 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2025-03-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143672359","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
P-wave velocity model at Utah FORGE geothermal field using travel-time tomography of DAS-VSP data
IF 8.2 1区 地球科学
IEEE Transactions on Geoscience and Remote Sensing Pub Date : 2025-03-21 DOI: 10.1109/tgrs.2025.3553145
Sea-Eun Park, Nori Nakata, Ju-Won Oh, Ben Dyer
{"title":"P-wave velocity model at Utah FORGE geothermal field using travel-time tomography of DAS-VSP data","authors":"Sea-Eun Park, Nori Nakata, Ju-Won Oh, Ben Dyer","doi":"10.1109/tgrs.2025.3553145","DOIUrl":"https://doi.org/10.1109/tgrs.2025.3553145","url":null,"abstract":"","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"183 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2025-03-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143672279","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
Intelligent Velocity Azimuth Display (IVAD) Wind Estimation in Clear-Air with S-Band Polarimetric Weather Radars
IF 8.2 1区 地球科学
IEEE Transactions on Geoscience and Remote Sensing Pub Date : 2025-03-21 DOI: 10.1109/tgrs.2025.3551955
Precious Jatau, Tian-You Yu, Valery Melnikov, Jeffrey Kelly
{"title":"Intelligent Velocity Azimuth Display (IVAD) Wind Estimation in Clear-Air with S-Band Polarimetric Weather Radars","authors":"Precious Jatau, Tian-You Yu, Valery Melnikov, Jeffrey Kelly","doi":"10.1109/tgrs.2025.3551955","DOIUrl":"https://doi.org/10.1109/tgrs.2025.3551955","url":null,"abstract":"","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"34 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2025-03-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143672276","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
Class Bias Correction Matters: A Class-Incremental Learning Framework for Remote Sensing Scene Classification 类偏差校正很重要：遥感场景分类的类别增强学习框架
IF 8.2 1区 地球科学
IEEE Transactions on Geoscience and Remote Sensing Pub Date : 2025-03-21 DOI: 10.1109/tgrs.2025.3553141
Yunze Wei, Zongxu Pan, Yirong Wu
{"title":"Class Bias Correction Matters: A Class-Incremental Learning Framework for Remote Sensing Scene Classification","authors":"Yunze Wei, Zongxu Pan, Yirong Wu","doi":"10.1109/tgrs.2025.3553141","DOIUrl":"https://doi.org/10.1109/tgrs.2025.3553141","url":null,"abstract":"","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"21 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2025-03-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143672314","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
Multiscale deep learning reparameterized full waveform inversion with the adjoint method
IF 8.2 1区 地球科学
IEEE Transactions on Geoscience and Remote Sensing Pub Date : 2025-03-19 DOI: 10.1109/tgrs.2025.3553053
Peng Zhao, Jinwei Fang, Cheng Jie, Jun Zhang, Enyuan Wang, Shaohua Zhang
{"title":"Multiscale deep learning reparameterized full waveform inversion with the adjoint method","authors":"Peng Zhao, Jinwei Fang, Cheng Jie, Jun Zhang, Enyuan Wang, Shaohua Zhang","doi":"10.1109/tgrs.2025.3553053","DOIUrl":"https://doi.org/10.1109/tgrs.2025.3553053","url":null,"abstract":"","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"34 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2025-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143661493","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
Integrating SAR and Optical Imagery Analysis for Liquefaction Phenomenon Identification of Post-Pohang Earthquake 2017, South Korea, Utilizing a Hybrid Deep-Learning Approach
IF 7.5 1区 地球科学
IEEE Transactions on Geoscience and Remote Sensing Pub Date : 2025-03-19 DOI: 10.1109/TGRS.2025.3550554
Muhammad Fulki Fadhillah;Wahyu Luqmanul Hakim;Sung-Jae Park;Chang-Wook Lee
{"title":"Integrating SAR and Optical Imagery Analysis for Liquefaction Phenomenon Identification of Post-Pohang Earthquake 2017, South Korea, Utilizing a Hybrid Deep-Learning Approach","authors":"Muhammad Fulki Fadhillah;Wahyu Luqmanul Hakim;Sung-Jae Park;Chang-Wook Lee","doi":"10.1109/TGRS.2025.3550554","DOIUrl":"10.1109/TGRS.2025.3550554","url":null,"abstract":"An interesting liquefaction event happened following the 5.6-Mw Pohang earthquake on November 15, 2017. Liquefaction affects soil density as a result of earthquake vibrations, causing water to ascend and combine with solid soil. In general, this effect results from increasing water pressure in the buried lower layer. Remote sensing data, particularly those obtained with differential interferometry SAR (DInSAR), can be utilized to assess surface changes and soil moisture levels. This analysis utilizes Sentinel-1 C-band data from 2017 to 2020. Furthermore, the biased time-series identification presented to analyze the anomaly may be present in this study. In addition, optical satellite data were used to estimate changes in water content and soil moisture following Pohang earthquake. A combination of spectral bands sensitive to changes in water content was used to identify anomalies following an earthquake based on Sentinel-2 and Landsat-8 data. Based on the spatial analysis, optical images may detect changes in water content with a spatial accuracy of 60%–80% when compared to field data. Moreover, the liquefaction susceptibility map has been generated using a hybrid dense convolutional neural network (DCNN) architecture and swarm-based optimization algorithm. As a result, the susceptibility model performance was conducted using k-fold cross correlation with an area under the curve (AUC) value of 0.75–0.86. However, this research was the initial effort to determine the potential of liquefaction in the future based on the 2017 Pohang earthquake, and the results can improve our understanding of this phenomenon compression.","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"63 ","pages":"1-14"},"PeriodicalIF":7.5,"publicationDate":"2025-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10934723","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143661495","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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