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International Journal of Remote Sensing最新文献

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Estimation of chlorophyll content of Cinnamomum camphora leaves based on hyperspectral and fractional order differentiation 基于高光谱和分数阶差法估算樟树叶片的叶绿素含量
IF 3.4 3区 地球科学
International Journal of Remote Sensing Pub Date : 2024-07-11 DOI: 10.1080/01431161.2024.2372064
Baocheng Yang, Haina Zhang, Xianghui Lu, Yue Zhang, Haolong Wan, Xin Luo, Jie Zhang
{"title":"Estimation of chlorophyll content of Cinnamomum camphora leaves based on hyperspectral and fractional order differentiation","authors":"Baocheng Yang, Haina Zhang, Xianghui Lu, Yue Zhang, Haolong Wan, Xin Luo, Jie Zhang","doi":"10.1080/01431161.2024.2372064","DOIUrl":"https://doi.org/10.1080/01431161.2024.2372064","url":null,"abstract":"Hyperspectral remote sensing combined with data preprocessing techniques and machine learning algorithms is a new way to efficiently estimate plant SPAD. In this study, the raw hyperspectral reflec...","PeriodicalId":14369,"journal":{"name":"International Journal of Remote Sensing","volume":"55 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-07-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141609234","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
Attention and transformer complementary fusion network for hyperspectral image spectral reconstruction 用于高光谱图像光谱重建的注意和变换器互补融合网络
IF 3.4 3区 地球科学
International Journal of Remote Sensing Pub Date : 2024-07-11 DOI: 10.1080/01431161.2024.2371086
Changwu Zou, Can Zhang, Changzhong Zou
{"title":"Attention and transformer complementary fusion network for hyperspectral image spectral reconstruction","authors":"Changwu Zou, Can Zhang, Changzhong Zou","doi":"10.1080/01431161.2024.2371086","DOIUrl":"https://doi.org/10.1080/01431161.2024.2371086","url":null,"abstract":"Hyperspectral images can be widely used in many fields due to their high information richness. However, costly and complex imaging spectrometers limit its growth. Hyperspectral reconstruction aims ...","PeriodicalId":14369,"journal":{"name":"International Journal of Remote Sensing","volume":"43 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-07-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141609255","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
Heterogeneous feature learning network for multimodal remote sensing image collaborative classification 用于多模态遥感图像协作分类的异构特征学习网络
IF 3.4 3区 地球科学
International Journal of Remote Sensing Pub Date : 2024-07-09 DOI: 10.1080/01431161.2024.2370502
Xuchu Yu, Zhixiang Xue, Guopeng Yang, Anzhu Yu, Bing Liu, Qingfeng Hu
{"title":"Heterogeneous feature learning network for multimodal remote sensing image collaborative classification","authors":"Xuchu Yu, Zhixiang Xue, Guopeng Yang, Anzhu Yu, Bing Liu, Qingfeng Hu","doi":"10.1080/01431161.2024.2370502","DOIUrl":"https://doi.org/10.1080/01431161.2024.2370502","url":null,"abstract":"While multimodal remote sensing data processing has garnered growing interests in the geoscience field, how to effectively extract, represent, and fuse heterogeneous features remains challenging. I...","PeriodicalId":14369,"journal":{"name":"International Journal of Remote Sensing","volume":"20 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141587043","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 systematic review on the application of UAV-based thermal remote sensing for assessing and monitoring crop water status in crop farming systems 关于应用无人机热遥感技术评估和监测作物耕作系统中作物水分状况的系统综述
IF 3.4 3区 地球科学
International Journal of Remote Sensing Pub Date : 2024-07-08 DOI: 10.1080/01431161.2024.2368933
Helen S. Ndlovu, John Odindi, Mbulisi Sibanda, Onisimo Mutanga
{"title":"A systematic review on the application of UAV-based thermal remote sensing for assessing and monitoring crop water status in crop farming systems","authors":"Helen S. Ndlovu, John Odindi, Mbulisi Sibanda, Onisimo Mutanga","doi":"10.1080/01431161.2024.2368933","DOIUrl":"https://doi.org/10.1080/01431161.2024.2368933","url":null,"abstract":"The accurate assessment and monitoring of crop water status is a critical component of precision agriculture. Over the recent decade, unmanned aerial vehicles (UAVs) integrated with high-resolution...","PeriodicalId":14369,"journal":{"name":"International Journal of Remote Sensing","volume":"22 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141609235","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
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
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