Ribana Roscher, Marc Russwurm, Caroline Gevaert, Michael Kampffmeyer, Jefersson A. dos Santos, Maria Vakalopoulou, Ronny Hänsch, Stine Hansen, Keiller Nogueira, Jonathan Prexl, Devis Tuia
{"title":"Better, Not Just More: Data-centric machine learning for Earth observation","authors":"Ribana Roscher, Marc Russwurm, Caroline Gevaert, Michael Kampffmeyer, Jefersson A. dos Santos, Maria Vakalopoulou, Ronny Hänsch, Stine Hansen, Keiller Nogueira, Jonathan Prexl, Devis Tuia","doi":"10.1109/mgrs.2025.3551556","DOIUrl":"https://doi.org/10.1109/mgrs.2025.3551556","url":null,"abstract":"","PeriodicalId":48660,"journal":{"name":"IEEE Geoscience and Remote Sensing Magazine","volume":"73 1","pages":""},"PeriodicalIF":14.6,"publicationDate":"2025-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145133716","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}
{"title":"Driving Innovation and Empowering Communities to Sustain Our Living Earth [President’s Message]","authors":"Saibun Tjuatja","doi":"10.1109/mgrs.2025.3590522","DOIUrl":"https://doi.org/10.1109/mgrs.2025.3590522","url":null,"abstract":"","PeriodicalId":48660,"journal":{"name":"IEEE Geoscience and Remote Sensing Magazine","volume":"27 1","pages":""},"PeriodicalIF":14.6,"publicationDate":"2025-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145133714","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}
{"title":"Regression in Earth Observation: Are vision–language models up to the challenge?","authors":"Xizhe Xue, Xiao Xiang Zhu","doi":"10.1109/mgrs.2025.3596243","DOIUrl":"https://doi.org/10.1109/mgrs.2025.3596243","url":null,"abstract":"","PeriodicalId":48660,"journal":{"name":"IEEE Geoscience and Remote Sensing Magazine","volume":"155 1","pages":""},"PeriodicalIF":14.6,"publicationDate":"2025-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145083765","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}
Yali Bai, Pablo J. Zarco-Tejada, Josep Peñuelas, Matthew F. McCabe, Malcolm J. Hawkesford, Clement Atzberger, Tomas Poblete, Lalit Kumar, Matthew P. Reynolds, Chenwei Nie, Yang Song, Dameng Yin, Dongxiao Zou, Shuaibing Liu, Qingzhi Liu, Bedir Tekinerdogan, Xiuliang Jin
{"title":"Hyperspectral Remote Sensing for Monitoring Crop Disease: Applications, challenges, and perspectives","authors":"Yali Bai, Pablo J. Zarco-Tejada, Josep Peñuelas, Matthew F. McCabe, Malcolm J. Hawkesford, Clement Atzberger, Tomas Poblete, Lalit Kumar, Matthew P. Reynolds, Chenwei Nie, Yang Song, Dameng Yin, Dongxiao Zou, Shuaibing Liu, Qingzhi Liu, Bedir Tekinerdogan, Xiuliang Jin","doi":"10.1109/mgrs.2025.3603640","DOIUrl":"https://doi.org/10.1109/mgrs.2025.3603640","url":null,"abstract":"","PeriodicalId":48660,"journal":{"name":"IEEE Geoscience and Remote Sensing Magazine","volume":"31 1","pages":""},"PeriodicalIF":14.6,"publicationDate":"2025-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145083856","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}
{"title":"High-Performance and Disruptive Computing in Remote Sensing: The Fourth Edition of the School Organized by the HDCRS Working Group of the GRSS Earth Science Informatics Technical Committee [Technical Committees]","authors":"Dora Blanco Heras, Gabriele Cavallaro, Manil Maskey, Rocco Sedona, Iksha Gurung","doi":"10.1109/mgrs.2024.3524131","DOIUrl":"https://doi.org/10.1109/mgrs.2024.3524131","url":null,"abstract":"","PeriodicalId":48660,"journal":{"name":"IEEE Geoscience and Remote Sensing Magazine","volume":"9 1","pages":""},"PeriodicalIF":14.6,"publicationDate":"2025-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144905701","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}