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International Journal of Remote Sensing最新文献

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Two-stage fusion strategy and residual shrinkage capsule network for SAR image change detection 用于合成孔径雷达图像变化检测的两阶段融合策略和残差收缩胶囊网络
IF 3.4 3区 地球科学
International Journal of Remote Sensing Pub Date : 2024-07-01 DOI: 10.1080/01431161.2024.2365818
Shaona Wang, Xiang Li, Yanmiao Guo, Mengyuan Song, Shanhao Shi
{"title":"Two-stage fusion strategy and residual shrinkage capsule network for SAR image change detection","authors":"Shaona Wang, Xiang Li, Yanmiao Guo, Mengyuan Song, Shanhao Shi","doi":"10.1080/01431161.2024.2365818","DOIUrl":"https://doi.org/10.1080/01431161.2024.2365818","url":null,"abstract":"Acquiring precise change map for synthetic aperture radar (SAR) images poses challenges due to the absence of labelled datasets and the presence of speckle noise interference. This paper presents a...","PeriodicalId":14369,"journal":{"name":"International Journal of Remote Sensing","volume":"50 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141529189","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}
引用次数: 0
Multi-resolution remote sensing for flark area detection in boreal aapa mires 利用多分辨率遥感技术探测北方阿帕沼泽中的沼泽区
IF 3.4 3区 地球科学
International Journal of Remote Sensing Pub Date : 2024-06-24 DOI: 10.1080/01431161.2024.2359732
Kaapro Keränen, Aleksi Isoaho, Aleksi Räsänen, Jan Hjort, Timo Kumpula, Pasi Korpelainen, Parvez Rana
{"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}
引用次数: 0
U-HRNet+: a real-time precipitation estimation method based on the fusion of temporal and spatial domain features U-HRNet+：基于时域和空域特征融合的实时降水估算方法
IF 3.4 3区 地球科学
International Journal of Remote Sensing Pub Date : 2024-06-24 DOI: 10.1080/01431161.2024.2359731
Runzhe Tao, Yonghong Zhang, Jiangeng Wang, Peibei Zheng, Liyang Liu
{"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}
引用次数: 0
Multi-view contextual adaptation network for weakly supervised object detection in remote sensing images 用于遥感图像中弱监督物体检测的多视角上下文自适应网络
IF 3.4 3区 地球科学
International Journal of Remote Sensing Pub Date : 2024-06-21 DOI: 10.1080/01431161.2024.2359734
Binfeng Ye, Junjie Zhang, Yutao Rao, Rui Gao, Dan Zeng
{"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}
引用次数: 0
Semantic segmentation for UAV low-light scenes based on deep learning and thermal infrared image features 基于深度学习和热红外图像特征的无人机低光场景语义分割
IF 3.4 3区 地球科学
International Journal of Remote Sensing Pub Date : 2024-06-17 DOI: 10.1080/01431161.2024.2357842
Pakezhamu Nuradili, Guiyun Zhou, Ji Zhou, Ziwei Wang, Yizhen Meng, Wenbin Tang, Farid Melgani
{"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}
引用次数: 0
Tucker tensor decomposition with rank estimation for sparse hyperspectral unmixing 利用秩估计进行塔克张量分解，实现稀疏高光谱解混合
IF 3.4 3区 地球科学
International Journal of Remote Sensing Pub Date : 2024-06-16 DOI: 10.1080/01431161.2024.2357841
Ling Wu, Jie Huang, Zi-Yue Zhu
{"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}
引用次数: 0
On the physical mechanism causing strongly enhanced radar backscatter in C-Band SAR images of convective rain over the ocean 关于造成海洋上空对流雨的 C 波段合成孔径雷达图像中雷达后向散射强烈增强的物理机制
IF 3.4 3区 地球科学
International Journal of Remote Sensing Pub Date : 2024-05-31 DOI: 10.1080/01431161.2024.2354131
Werner Alpers, Wai Kong, Kan Zeng, Pak Wai Chan
{"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}
引用次数: 0
A new method of high-resolution NPP estimation and its implementation in caragana shrublands on the Loess Plateau, China 高分辨率净生产力估算新方法及其在中国黄土高原卡拉干达灌木林中的应用
IF 3.4 3区 地球科学
International Journal of Remote Sensing Pub Date : 2024-05-08 DOI: 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
{"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}
引用次数: 0
Canopy active fuel loads estimation with C-band PolSAR by combining polarization decomposition and vegetation scattering model: a case study in Southwestern China 结合偏振分解和植被散射模型，利用 C 波段 PolSAR 估算冠层活性燃料负荷：中国西南地区的案例研究
IF 3.4 3区 地球科学
International Journal of Remote Sensing Pub Date : 2024-05-08 DOI: 10.1080/01431161.2024.2347524
Yanxi Li, Binbin He
{"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}
引用次数: 0
Hyperspectral anomaly detection based on adaptive background dictionary construction and collaborative representation 基于自适应背景字典构建和协作表示的高光谱异常检测
IF 3.4 3区 地球科学
International Journal of Remote Sensing Pub Date : 2024-05-07 DOI: 10.1080/01431161.2024.2343431
Mingming Xu, Jinhao Zhang, Shanwei Liu, Hui Sheng
{"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}
引用次数: 0
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