In recent years, high resolution (HR) remote sensing images have brought significant changes to land cover monitoring. Monitoring water resources, a vital and scarce commodity for human survival, i...
{"title":"Towards interpretability lightweight semantic segmentation model for waterbody extraction in large-scale high resolution remote sensing images","authors":"Lili Zhang, Yushi Lu, Rui Shi, Yipin Shen, Yehong Shao","doi":"10.1080/01431161.2024.2334812","DOIUrl":"https://doi.org/10.1080/01431161.2024.2334812","url":null,"abstract":"In recent years, high resolution (HR) remote sensing images have brought significant changes to land cover monitoring. Monitoring water resources, a vital and scarce commodity for human survival, i...","PeriodicalId":14369,"journal":{"name":"International Journal of Remote Sensing","volume":"18 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-04-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140588465","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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 : 2024-04-10DOI: 10.1080/01431161.2024.2337611
Xue Yang, Jinsong Chong, Yawei Zhao, Wenjia Zhao
Eddies in the Marginal Ice Zones (MIZ) contribute to an enhanced melting of sea ice by forcing contact between the sea ice and the warmer water off the ice edge. The horizontal current field can be...
边缘冰区（MIZ）的涡流迫使海冰与冰缘外的暖水接触，从而促进了海冰的融化。水平洋流场可被视为...
{"title":"An improved current retrieval method for ice-edge eddies from multi-sensor remote sensing image sequences","authors":"Xue Yang, Jinsong Chong, Yawei Zhao, Wenjia Zhao","doi":"10.1080/01431161.2024.2337611","DOIUrl":"https://doi.org/10.1080/01431161.2024.2337611","url":null,"abstract":"Eddies in the Marginal Ice Zones (MIZ) contribute to an enhanced melting of sea ice by forcing contact between the sea ice and the warmer water off the ice edge. The horizontal current field can be...","PeriodicalId":14369,"journal":{"name":"International Journal of Remote Sensing","volume":"6 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-04-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140588464","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Convolutional autoencoder, which can well model the spatial correlation of the data, have been widely applied to spectral unmixing task and achieved desirable performance. However, the fixed geomet...
{"title":"Multi-stream pyramid collaborative network for spectral unmixing","authors":"Jie Wang, Mengying Ni, Zhixiang Wang, Yu Yan, Xiang Cheng, Jindong Xu","doi":"10.1080/01431161.2024.2334772","DOIUrl":"https://doi.org/10.1080/01431161.2024.2334772","url":null,"abstract":"Convolutional autoencoder, which can well model the spatial correlation of the data, have been widely applied to spectral unmixing task and achieved desirable performance. However, the fixed geomet...","PeriodicalId":14369,"journal":{"name":"International Journal of Remote Sensing","volume":"66 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-04-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140588653","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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 : 2024-04-08DOI: 10.1080/01431161.2024.2334197
Diego Brum, Vinicius Francisco Rofatto, Leonardo Scalco, Luiz Gonzaga Jr, Rafaela de Oliveira Pena, Lucas Schroeder, Luiz Fernando Sapucci, Mauricio Roberto Veronez
Precipitable Water Vapour (PWV) plays an essential role in atmospheric science. Integration between meteorology stations and Global Navigation Satellite Systems (GNSS) receivers has enabled high-re...
{"title":"New mean tropospheric temperature models based on machine learning algorithms for Brazil","authors":"Diego Brum, Vinicius Francisco Rofatto, Leonardo Scalco, Luiz Gonzaga Jr, Rafaela de Oliveira Pena, Lucas Schroeder, Luiz Fernando Sapucci, Mauricio Roberto Veronez","doi":"10.1080/01431161.2024.2334197","DOIUrl":"https://doi.org/10.1080/01431161.2024.2334197","url":null,"abstract":"Precipitable Water Vapour (PWV) plays an essential role in atmospheric science. Integration between meteorology stations and Global Navigation Satellite Systems (GNSS) receivers has enabled high-re...","PeriodicalId":14369,"journal":{"name":"International Journal of Remote Sensing","volume":"68 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-04-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140588651","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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 : 2024-04-03DOI: 10.1080/01431161.2024.2329528
Qinggang Wu, Yang Li, Wei Huang, Qiqiang Chen, Yonglei Wu
In the realm of object detection from high-resolution remote sensing images (HRRSIs), the existing YOLOv5 methods encounter several challenges, including dense object arrangements, small object siz...
{"title":"C3TB-YOLOv5: integrated YOLOv5 with transformer for object detection in high-resolution remote sensing images","authors":"Qinggang Wu, Yang Li, Wei Huang, Qiqiang Chen, Yonglei Wu","doi":"10.1080/01431161.2024.2329528","DOIUrl":"https://doi.org/10.1080/01431161.2024.2329528","url":null,"abstract":"In the realm of object detection from high-resolution remote sensing images (HRRSIs), the existing YOLOv5 methods encounter several challenges, including dense object arrangements, small object siz...","PeriodicalId":14369,"journal":{"name":"International Journal of Remote Sensing","volume":"50 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-04-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140588568","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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 : 2024-04-02DOI: 10.1080/01431161.2024.2334806
Guorong Yu, Shuangming Zhao, Xiaoyong Bian, Yunfan Cui
Multimodal remote sensing image matching is still a challenging task, and its matching performance will highly influence the subsequent applications, such as image fusion, image mosaic and change d...
{"title":"A radiometric and rotational invariant feature descriptor for multimodal remote sensing image matching using the monogenic signal","authors":"Guorong Yu, Shuangming Zhao, Xiaoyong Bian, Yunfan Cui","doi":"10.1080/01431161.2024.2334806","DOIUrl":"https://doi.org/10.1080/01431161.2024.2334806","url":null,"abstract":"Multimodal remote sensing image matching is still a challenging task, and its matching performance will highly influence the subsequent applications, such as image fusion, image mosaic and change d...","PeriodicalId":14369,"journal":{"name":"International Journal of Remote Sensing","volume":"56 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-04-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140588096","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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 : 2024-04-02DOI: 10.1080/01431161.2024.2334810
San Jiang, Kan You, Wu Chen, Duojie Weng, Yaxin Li
3D reconstruction plays an increasingly important role in modern photogrammetric systems. Conventional satellite or aerial-based remote sensing (RS) platforms can provide the necessary data sources...
{"title":"3D reconstruction of spherical images based on incremental structure from motion","authors":"San Jiang, Kan You, Wu Chen, Duojie Weng, Yaxin Li","doi":"10.1080/01431161.2024.2334810","DOIUrl":"https://doi.org/10.1080/01431161.2024.2334810","url":null,"abstract":"3D reconstruction plays an increasingly important role in modern photogrammetric systems. Conventional satellite or aerial-based remote sensing (RS) platforms can provide the necessary data sources...","PeriodicalId":14369,"journal":{"name":"International Journal of Remote Sensing","volume":"95 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-04-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140588649","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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 : 2024-04-01DOI: 10.1080/01431161.2024.2334778
Xingpeng Zhang, Yuru Li, Qiuli Wang, Sijing Wu
Change detection has always played a crucial role in observing the Earth’s surface. Although visual Transformers (ViTs) have achieved excellent performance in change detection, they require high co...
{"title":"MFI-CD: a lightweight siamese network with multidimensional feature interaction for change detection","authors":"Xingpeng Zhang, Yuru Li, Qiuli Wang, Sijing Wu","doi":"10.1080/01431161.2024.2334778","DOIUrl":"https://doi.org/10.1080/01431161.2024.2334778","url":null,"abstract":"Change detection has always played a crucial role in observing the Earth’s surface. Although visual Transformers (ViTs) have achieved excellent performance in change detection, they require high co...","PeriodicalId":14369,"journal":{"name":"International Journal of Remote Sensing","volume":"212 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140587974","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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 : 2024-04-01DOI: 10.1080/01431161.2024.2334773
Xiaoyong Bian, Zufang Yang, Chengsong Hu, Min Peng, Jinshan Tang
Many types of objects are crowdedly distributed on the surface of remote sensing scenes. Global semantics with object mixture and small training samples potentially cause difficulties in the classi...
遥感场景的表面密集分布着多种类型的物体。全局语义与物体混杂以及训练样本较少可能会给分类带来困难。
{"title":"Location-aware multi-code generator for remote sensing scene classification","authors":"Xiaoyong Bian, Zufang Yang, Chengsong Hu, Min Peng, Jinshan Tang","doi":"10.1080/01431161.2024.2334773","DOIUrl":"https://doi.org/10.1080/01431161.2024.2334773","url":null,"abstract":"Many types of objects are crowdedly distributed on the surface of remote sensing scenes. Global semantics with object mixture and small training samples potentially cause difficulties in the classi...","PeriodicalId":14369,"journal":{"name":"International Journal of Remote Sensing","volume":"6 3 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140588084","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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 : 2024-03-28DOI: 10.1080/01431161.2024.2331979
Iskander Benhadj, Stefan Livens, Marco Esposito, Nathan Vercruyssen, Chris Van Dijk, Michael Soukup, Alessandro Zuccaro Marchi, Luca Maresi
Earth observation aims at monitoring the Earth in increasingly more detail by improving the spatial, spectral and temporal resolution of image acquisitions. This can now be achieved in more cost-ef...
{"title":"HyperScout-1 inflight calibration and product validation","authors":"Iskander Benhadj, Stefan Livens, Marco Esposito, Nathan Vercruyssen, Chris Van Dijk, Michael Soukup, Alessandro Zuccaro Marchi, Luca Maresi","doi":"10.1080/01431161.2024.2331979","DOIUrl":"https://doi.org/10.1080/01431161.2024.2331979","url":null,"abstract":"Earth observation aims at monitoring the Earth in increasingly more detail by improving the spatial, spectral and temporal resolution of image acquisitions. This can now be achieved in more cost-ef...","PeriodicalId":14369,"journal":{"name":"International Journal of Remote Sensing","volume":"34 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140325736","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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