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Evaluating Language Biases in Remote Sensing Visual Question Answering: The role of spatial attributes, language diversity, and the need for clearer evaluation 评估遥感视觉问答中的语言偏差：空间属性、语言多样性的作用，以及对更清晰评估的需求
IF 14.6 1区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS
IEEE Geoscience and Remote Sensing Magazine
Pub Date : 2025-06-10 DOI: 10.1109/mgrs.2025.3564401
Christel Chappuis, Eliot Walt, Vincent Mendez, Sylvain Lobry, Bertrand Le Saux, Devis Tuia
{"title":"Evaluating Language Biases in Remote Sensing Visual Question Answering: The role of spatial attributes, language diversity, and the need for clearer evaluation","authors":"Christel Chappuis, Eliot Walt, Vincent Mendez, Sylvain Lobry, Bertrand Le Saux, Devis Tuia","doi":"10.1109/mgrs.2025.3564401","DOIUrl":"https://doi.org/10.1109/mgrs.2025.3564401","url":null,"abstract":"","PeriodicalId":48660,"journal":{"name":"IEEE Geoscience and Remote Sensing Magazine","volume":"14 1","pages":""},"PeriodicalIF":14.6,"publicationDate":"2025-06-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144259982","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
Vision-Language Modeling Meets Remote Sensing: Models, datasets, and perspectives 视觉语言建模满足遥感：模型，数据集和视角
IF 14.6 1区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS
IEEE Geoscience and Remote Sensing Magazine
Pub Date : 2025-06-09 DOI: 10.1109/mgrs.2025.3572702
Xingxing Weng, Chao Pang, Gui-Song Xia
{"title":"Vision-Language Modeling Meets Remote Sensing: Models, datasets, and perspectives","authors":"Xingxing Weng, Chao Pang, Gui-Song Xia","doi":"10.1109/mgrs.2025.3572702","DOIUrl":"https://doi.org/10.1109/mgrs.2025.3572702","url":null,"abstract":"","PeriodicalId":48660,"journal":{"name":"IEEE Geoscience and Remote Sensing Magazine","volume":"40 1","pages":""},"PeriodicalIF":14.6,"publicationDate":"2025-06-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144252222","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
Ionospheric Error Correction Methods for InSAR Measurements: A systematic review InSAR测量电离层误差校正方法：系统综述
IF 14.6 1区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS
IEEE Geoscience and Remote Sensing Magazine
Pub Date : 2025-05-29 DOI: 10.1109/mgrs.2025.3562206
Wenfei Mao, Peifeng Ma, Yi Zheng, Chang Yu, Xiaowen Wang, Guoxiang Liu, Rui Zhang, Oriol Monserrat, Michele Crosetto
{"title":"Ionospheric Error Correction Methods for InSAR Measurements: A systematic review","authors":"Wenfei Mao, Peifeng Ma, Yi Zheng, Chang Yu, Xiaowen Wang, Guoxiang Liu, Rui Zhang, Oriol Monserrat, Michele Crosetto","doi":"10.1109/mgrs.2025.3562206","DOIUrl":"https://doi.org/10.1109/mgrs.2025.3562206","url":null,"abstract":"","PeriodicalId":48660,"journal":{"name":"IEEE Geoscience and Remote Sensing Magazine","volume":"98 1","pages":""},"PeriodicalIF":14.6,"publicationDate":"2025-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144176774","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
China’s GaoFen-3 Mission: A review 中国高分三号任务：回顾
IF 14.6 1区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS
IEEE Geoscience and Remote Sensing Magazine
Pub Date : 2025-05-16 DOI: 10.1109/mgrs.2024.3523924
Zhibin Wang, Yuxiao Qin, Qingjun Zhang, Yan Li, Jie Liu, Xinzhe Yuan, Liangbo Zhao, Mengwei Li, Shicheng Cao
{"title":"China’s GaoFen-3 Mission: A review","authors":"Zhibin Wang, Yuxiao Qin, Qingjun Zhang, Yan Li, Jie Liu, Xinzhe Yuan, Liangbo Zhao, Mengwei Li, Shicheng Cao","doi":"10.1109/mgrs.2024.3523924","DOIUrl":"https://doi.org/10.1109/mgrs.2024.3523924","url":null,"abstract":"","PeriodicalId":48660,"journal":{"name":"IEEE Geoscience and Remote Sensing Magazine","volume":"8 1","pages":""},"PeriodicalIF":14.6,"publicationDate":"2025-05-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144066898","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
GeoPix: A multimodal large language model for pixel-level image understanding in remote sensing geoix：用于遥感中像素级图像理解的多模态大语言模型
IF 14.6 1区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS
IEEE Geoscience and Remote Sensing Magazine
Pub Date : 2025-05-09 DOI: 10.1109/mgrs.2025.3560293
Ruizhe Ou, Yuan Hu, Fan Zhang, Jiaxin Chen, Yu Liu
{"title":"GeoPix: A multimodal large language model for pixel-level image understanding in remote sensing","authors":"Ruizhe Ou, Yuan Hu, Fan Zhang, Jiaxin Chen, Yu Liu","doi":"10.1109/mgrs.2025.3560293","DOIUrl":"https://doi.org/10.1109/mgrs.2025.3560293","url":null,"abstract":"","PeriodicalId":48660,"journal":{"name":"IEEE Geoscience and Remote Sensing Magazine","volume":"49 1","pages":""},"PeriodicalIF":14.6,"publicationDate":"2025-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143930624","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
Capella Space: The first seven years Capella Space：前7年
IF 14.6 1区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS
IEEE Geoscience and Remote Sensing Magazine
Pub Date : 2025-05-06 DOI: 10.1109/mgrs.2025.3561236
Gordon Farquharson, Davide Castelletti, Craig Stringham, Jisu Ryu, Nestor Yague-Martinez, Yuriy Goncharenko, Shaunak De, Victor Cazcarra-Bes
{"title":"Capella Space: The first seven years","authors":"Gordon Farquharson, Davide Castelletti, Craig Stringham, Jisu Ryu, Nestor Yague-Martinez, Yuriy Goncharenko, Shaunak De, Victor Cazcarra-Bes","doi":"10.1109/mgrs.2025.3561236","DOIUrl":"https://doi.org/10.1109/mgrs.2025.3561236","url":null,"abstract":"","PeriodicalId":48660,"journal":{"name":"IEEE Geoscience and Remote Sensing Magazine","volume":"35 1","pages":""},"PeriodicalIF":14.6,"publicationDate":"2025-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143915525","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
Text2Earth: Unlocking text-driven remote sensing image generation with a global-scale dataset and a foundation model Text2Earth：基于全球尺度数据集和基础模型的文本驱动遥感图像生成
IF 14.6 1区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS
IEEE Geoscience and Remote Sensing Magazine
Pub Date : 2025-05-06 DOI: 10.1109/mgrs.2025.3560455
Chenyang Liu, Keyan Chen, Rui Zhao, Zhengxia Zou, Zhenwei Shi
{"title":"Text2Earth: Unlocking text-driven remote sensing image generation with a global-scale dataset and a foundation model","authors":"Chenyang Liu, Keyan Chen, Rui Zhao, Zhengxia Zou, Zhenwei Shi","doi":"10.1109/mgrs.2025.3560455","DOIUrl":"https://doi.org/10.1109/mgrs.2025.3560455","url":null,"abstract":"","PeriodicalId":48660,"journal":{"name":"IEEE Geoscience and Remote Sensing Magazine","volume":"1229 1","pages":""},"PeriodicalIF":14.6,"publicationDate":"2025-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143915757","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
FedRSCLIP: Federated learning for remote sensing scene classification using vision-language models 使用视觉语言模型进行遥感场景分类的联邦学习
IF 14.6 1区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS
IEEE Geoscience and Remote Sensing Magazine
Pub Date : 2025-05-06 DOI: 10.1109/mgrs.2025.3556532
Hui Lin, Chao Zhang, Danfeng Hong, Kexin Dong, Congcong Wen
{"title":"FedRSCLIP: Federated learning for remote sensing scene classification using vision-language models","authors":"Hui Lin, Chao Zhang, Danfeng Hong, Kexin Dong, Congcong Wen","doi":"10.1109/mgrs.2025.3556532","DOIUrl":"https://doi.org/10.1109/mgrs.2025.3556532","url":null,"abstract":"","PeriodicalId":48660,"journal":{"name":"IEEE Geoscience and Remote Sensing Magazine","volume":"57 1","pages":""},"PeriodicalIF":14.6,"publicationDate":"2025-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143915534","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
Advances in Remote Sensing and AI for Vegetation Monitoring in Power Line Corridors: A Review and Future Directions: A review and future directions 电力线走廊植被遥感与人工智能监测研究进展综述与未来发展方向
IF 14.6 1区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS
IEEE Geoscience and Remote Sensing Magazine
Pub Date : 2025-04-29 DOI: 10.1109/mgrs.2025.3558741
Antonis Savva, Christos Kyrkou, Panayiotis Kolios, Theocharis Theocharides
{"title":"Advances in Remote Sensing and AI for Vegetation Monitoring in Power Line Corridors: A Review and Future Directions: A review and future directions","authors":"Antonis Savva, Christos Kyrkou, Panayiotis Kolios, Theocharis Theocharides","doi":"10.1109/mgrs.2025.3558741","DOIUrl":"https://doi.org/10.1109/mgrs.2025.3558741","url":null,"abstract":"","PeriodicalId":48660,"journal":{"name":"IEEE Geoscience and Remote Sensing Magazine","volume":"93 1","pages":""},"PeriodicalIF":14.6,"publicationDate":"2025-04-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143890270","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
Radar Imaging With India’s Earth Observation Satellite-04: Earth resource monitoring using C-band synthetic aperture radar system 利用印度地球观测卫星-04 进行雷达成像：利用 C 波段合成孔径雷达系统监测地球资源
IF 14.6 1区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS
IEEE Geoscience and Remote Sensing Magazine
Pub Date : 2025-04-23 DOI: 10.1109/mgrs.2025.3556395
C. V. N. Rao, Deepak Putrevu, V. Manavala Ramanujam, Bimal Kumar Bhattacharya, C. Patnaik, Dharmendra Kumar Pandey, Anup Das, Jayaprasad P., Abhisek Chakraborty, Ratheesh Ramakrishnan, Sushil Kumar Singh, Ashwin Gujrati, Sreejith K. M., Ritesh Agrawal, Sanid Chirakkal, Tarun Maganti, Mukesh Kumar, Tathagata Chakraborty, Raghav Mehra, KrishnaMurari Agrawal, Shweta Sharma, Partha Sarathi Nandy, Jolly Dhar, Vinay Kumar, Sanjeev Kulshrestha, Raj Kumar, Nilesh M. Desai
{"title":"Radar Imaging With India’s Earth Observation Satellite-04: Earth resource monitoring using C-band synthetic aperture radar system","authors":"C. V. N. Rao, Deepak Putrevu, V. Manavala Ramanujam, Bimal Kumar Bhattacharya, C. Patnaik, Dharmendra Kumar Pandey, Anup Das, Jayaprasad P., Abhisek Chakraborty, Ratheesh Ramakrishnan, Sushil Kumar Singh, Ashwin Gujrati, Sreejith K. M., Ritesh Agrawal, Sanid Chirakkal, Tarun Maganti, Mukesh Kumar, Tathagata Chakraborty, Raghav Mehra, KrishnaMurari Agrawal, Shweta Sharma, Partha Sarathi Nandy, Jolly Dhar, Vinay Kumar, Sanjeev Kulshrestha, Raj Kumar, Nilesh M. Desai","doi":"10.1109/mgrs.2025.3556395","DOIUrl":"https://doi.org/10.1109/mgrs.2025.3556395","url":null,"abstract":"","PeriodicalId":48660,"journal":{"name":"IEEE Geoscience and Remote Sensing Magazine","volume":"3 1","pages":""},"PeriodicalIF":14.6,"publicationDate":"2025-04-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143866840","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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