Pub Date : 2024-06-24DOI: 10.1080/01431161.2024.2359732
Kaapro Keränen, Aleksi Isoaho, Aleksi Räsänen, Jan Hjort, Timo Kumpula, Pasi Korpelainen, Parvez Rana
Peatlands have suffered significant degradation globally due to human impacts, which has increased the need to monitor the condition and changes in peatland ecosystems. With remote sensing, point-b...
{"title":"Multi-resolution remote sensing for flark area detection in boreal aapa mires","authors":"Kaapro Keränen, Aleksi Isoaho, Aleksi Räsänen, Jan Hjort, Timo Kumpula, Pasi Korpelainen, Parvez Rana","doi":"10.1080/01431161.2024.2359732","DOIUrl":"https://doi.org/10.1080/01431161.2024.2359732","url":null,"abstract":"Peatlands have suffered significant degradation globally due to human impacts, which has increased the need to monitor the condition and changes in peatland ecosystems. With remote sensing, point-b...","PeriodicalId":14369,"journal":{"name":"International Journal of Remote Sensing","volume":"151 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141505252","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 : 2024-06-24DOI: 10.1080/01431161.2024.2359731
Runzhe Tao, Yonghong Zhang, Jiangeng Wang, Peibei Zheng, Liyang Liu
The precipitation estimation with high spatial and temporal resolution over Tibet is of great significance for monitoring the stability of the plateau ecosystem and early warning of natural disaste...
高时空分辨率的西藏降水量估算对于监测高原生态系统的稳定性和自然灾害预警具有重要意义。
{"title":"U-HRNet+: a real-time precipitation estimation method based on the fusion of temporal and spatial domain features","authors":"Runzhe Tao, Yonghong Zhang, Jiangeng Wang, Peibei Zheng, Liyang Liu","doi":"10.1080/01431161.2024.2359731","DOIUrl":"https://doi.org/10.1080/01431161.2024.2359731","url":null,"abstract":"The precipitation estimation with high spatial and temporal resolution over Tibet is of great significance for monitoring the stability of the plateau ecosystem and early warning of natural disaste...","PeriodicalId":14369,"journal":{"name":"International Journal of Remote Sensing","volume":"39 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141529190","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 : 2024-06-21DOI: 10.1080/01431161.2024.2359734
Binfeng Ye, Junjie Zhang, Yutao Rao, Rui Gao, Dan Zeng
Weakly supervised learning plays a pivotal role in the field of object detection, i.e. Weakly supervised object detection (WSOD), significantly reducing annotation costs relying on image-level labe...
{"title":"Multi-view contextual adaptation network for weakly supervised object detection in remote sensing images","authors":"Binfeng Ye, Junjie Zhang, Yutao Rao, Rui Gao, Dan Zeng","doi":"10.1080/01431161.2024.2359734","DOIUrl":"https://doi.org/10.1080/01431161.2024.2359734","url":null,"abstract":"Weakly supervised learning plays a pivotal role in the field of object detection, i.e. Weakly supervised object detection (WSOD), significantly reducing annotation costs relying on image-level labe...","PeriodicalId":14369,"journal":{"name":"International Journal of Remote Sensing","volume":"144 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-06-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141505253","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}
With advancements in unmanned aerial vehicle (UAV) remote sensing technology, remote sensing images have emerged as a critical source of research data across various domains, including agriculture,...
{"title":"Semantic segmentation for UAV low-light scenes based on deep learning and thermal infrared image features","authors":"Pakezhamu Nuradili, Guiyun Zhou, Ji Zhou, Ziwei Wang, Yizhen Meng, Wenbin Tang, Farid Melgani","doi":"10.1080/01431161.2024.2357842","DOIUrl":"https://doi.org/10.1080/01431161.2024.2357842","url":null,"abstract":"With advancements in unmanned aerial vehicle (UAV) remote sensing technology, remote sensing images have emerged as a critical source of research data across various domains, including agriculture,...","PeriodicalId":14369,"journal":{"name":"International Journal of Remote Sensing","volume":"27 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-06-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141505254","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 : 2024-06-16DOI: 10.1080/01431161.2024.2357841
Ling Wu, Jie Huang, Zi-Yue Zhu
Hyperspectral image unmixing gives increasing focus on the structural integrity of the spatial-spectral information. A large number of methods exploit the sparse and low-rank properties of the abun...
高光谱图像解混合越来越注重空间光谱信息的结构完整性。许多方法都利用了高光谱图像的稀疏和低秩特性。
{"title":"Tucker tensor decomposition with rank estimation for sparse hyperspectral unmixing","authors":"Ling Wu, Jie Huang, Zi-Yue Zhu","doi":"10.1080/01431161.2024.2357841","DOIUrl":"https://doi.org/10.1080/01431161.2024.2357841","url":null,"abstract":"Hyperspectral image unmixing gives increasing focus on the structural integrity of the spatial-spectral information. A large number of methods exploit the sparse and low-rank properties of the abun...","PeriodicalId":14369,"journal":{"name":"International Journal of Remote Sensing","volume":"23 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141529191","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 : 2024-05-31DOI: 10.1080/01431161.2024.2354131
Werner Alpers, Wai Kong, Kan Zeng, Pak Wai Chan
Radar signatures of rain over the ocean have a complex structure since they receive contributions from surface scattering and volume scattering and attenuation by hydrometeors in the atmosphere. Th...
{"title":"On the physical mechanism causing strongly enhanced radar backscatter in C-Band SAR images of convective rain over the ocean","authors":"Werner Alpers, Wai Kong, Kan Zeng, Pak Wai Chan","doi":"10.1080/01431161.2024.2354131","DOIUrl":"https://doi.org/10.1080/01431161.2024.2354131","url":null,"abstract":"Radar signatures of rain over the ocean have a complex structure since they receive contributions from surface scattering and volume scattering and attenuation by hydrometeors in the atmosphere. Th...","PeriodicalId":14369,"journal":{"name":"International Journal of Remote Sensing","volume":"35 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-05-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141529192","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 : 2024-05-08DOI: 10.1080/01431161.2024.2346196
Feiyan Yu, Li Dai, Jiajing Tian, Xiaoning Xue, Mingjie Fang, Yuanming Xie, Zhaoxiang Guo, Bingqian Guo, Xiaofan Gan, Yang Cao, Weiguo Liu
Accurate estimation for vegetation net primary production (NPP) at high resolution is essential for ecosystem management and at local to global scales. However, no reliable methods are available to...
{"title":"A new method of high-resolution NPP estimation and its implementation in caragana shrublands on the Loess Plateau, China","authors":"Feiyan Yu, Li Dai, Jiajing Tian, Xiaoning Xue, Mingjie Fang, Yuanming Xie, Zhaoxiang Guo, Bingqian Guo, Xiaofan Gan, Yang Cao, Weiguo Liu","doi":"10.1080/01431161.2024.2346196","DOIUrl":"https://doi.org/10.1080/01431161.2024.2346196","url":null,"abstract":"Accurate estimation for vegetation net primary production (NPP) at high resolution is essential for ecosystem management and at local to global scales. However, no reliable methods are available to...","PeriodicalId":14369,"journal":{"name":"International Journal of Remote Sensing","volume":"9 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-05-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140934058","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 : 2024-05-08DOI: 10.1080/01431161.2024.2347524
Yanxi Li, Binbin He
The forest canopy active fuel load (CAFL) is easily flammable that is usually consumed in the flaming front, and is a critical factor in crown fire early prediction, suppression and response. Previ...
{"title":"Canopy active fuel loads estimation with C-band PolSAR by combining polarization decomposition and vegetation scattering model: a case study in Southwestern China","authors":"Yanxi Li, Binbin He","doi":"10.1080/01431161.2024.2347524","DOIUrl":"https://doi.org/10.1080/01431161.2024.2347524","url":null,"abstract":"The forest canopy active fuel load (CAFL) is easily flammable that is usually consumed in the flaming front, and is a critical factor in crown fire early prediction, suppression and response. Previ...","PeriodicalId":14369,"journal":{"name":"International Journal of Remote Sensing","volume":"149 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-05-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140887238","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 : 2024-05-07DOI: 10.1080/01431161.2024.2343431
Mingming Xu, Jinhao Zhang, Shanwei Liu, Hui Sheng
Collaborative representation-based (CR) methods have received widespread attention in hyperspectral anomaly detection, but the results are greatly affected by the quality of the background dictiona...
{"title":"Hyperspectral anomaly detection based on adaptive background dictionary construction and collaborative representation","authors":"Mingming Xu, Jinhao Zhang, Shanwei Liu, Hui Sheng","doi":"10.1080/01431161.2024.2343431","DOIUrl":"https://doi.org/10.1080/01431161.2024.2343431","url":null,"abstract":"Collaborative representation-based (CR) methods have received widespread attention in hyperspectral anomaly detection, but the results are greatly affected by the quality of the background dictiona...","PeriodicalId":14369,"journal":{"name":"International Journal of Remote Sensing","volume":"18 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-05-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140887307","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 : 2024-05-07DOI: 10.1080/01431161.2024.2343433
Yu Tang, Shigang Wang, Jian Wei, Yan Zhao, Jiehua Lin, Jiaqi Yu, Dongliang Li
Ship detection in synthetic aperture radar (SAR) images is widely applied in marine monitoring. In recent years, convolutional neural networks (CNNs) have made significant advances in SAR ship dete...
{"title":"Scene-aware data augmentation for ship detection in SAR images","authors":"Yu Tang, Shigang Wang, Jian Wei, Yan Zhao, Jiehua Lin, Jiaqi Yu, Dongliang Li","doi":"10.1080/01431161.2024.2343433","DOIUrl":"https://doi.org/10.1080/01431161.2024.2343433","url":null,"abstract":"Ship detection in synthetic aperture radar (SAR) images is widely applied in marine monitoring. In recent years, convolutional neural networks (CNNs) have made significant advances in SAR ship dete...","PeriodicalId":14369,"journal":{"name":"International Journal of Remote Sensing","volume":"448 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-05-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140887236","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}
京公网安备 11010802042870号
京ICP备2023020795号-1
扫码关注我们
求助内容：
应助结果提醒方式：