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Hyperspectral image classification using a residual enhanced feature fusion hypergraph neural network 使用残差增强特征融合超图神经网络进行高光谱图像分类
IF 2.3 4区 地球科学
Remote Sensing Letters Pub Date : 2024-03-05 DOI: 10.1080/2150704x.2024.2320177
Yanhong Yang, Danyang Li, Hongtao Wang, Yuan Feng, Lei Yan, Guodao Zhang
{"title":"Hyperspectral image classification using a residual enhanced feature fusion hypergraph neural network","authors":"Yanhong Yang, Danyang Li, Hongtao Wang, Yuan Feng, Lei Yan, Guodao Zhang","doi":"10.1080/2150704x.2024.2320177","DOIUrl":"https://doi.org/10.1080/2150704x.2024.2320177","url":null,"abstract":"HyperGraph Neural Network (HGNN) has recently emerged as a promising approach for hyperspectral image classification (HSIC), reconciling state-of-the-art performance with powerful representation ca...","PeriodicalId":49132,"journal":{"name":"Remote Sensing Letters","volume":"115 1","pages":""},"PeriodicalIF":2.3,"publicationDate":"2024-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140106259","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Deriving high-accuracy lake water-level changes from multi-source satellite datasets 从多源卫星数据集推导高精度湖泊水位变化
IF 2.3 4区 地球科学
Remote Sensing Letters Pub Date : 2024-03-01 DOI: 10.1080/2150704x.2024.2323555
Nan Xu, Hao Xu, Lin Wang
{"title":"Deriving high-accuracy lake water-level changes from multi-source satellite datasets","authors":"Nan Xu, Hao Xu, Lin Wang","doi":"10.1080/2150704x.2024.2323555","DOIUrl":"https://doi.org/10.1080/2150704x.2024.2323555","url":null,"abstract":"Satellite data have exhibited a great potential to track lake water-level changes. By integrating multi-source satellite datasets (i.e., Ice, Cloud and land Elevation Satellite-2 (ICESat-2) lidar d...","PeriodicalId":49132,"journal":{"name":"Remote Sensing Letters","volume":"35 1","pages":""},"PeriodicalIF":2.3,"publicationDate":"2024-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140011172","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Landslide extraction using a novel empirical method and binary semantic segmentation U-NET framework using sentinel-2 imagery 利用新颖的经验方法和二元语义分割 U-NET 框架，利用哨兵-2 图像提取滑坡信息
IF 2.3 4区 地球科学
Remote Sensing Letters Pub Date : 2024-02-29 DOI: 10.1080/2150704x.2024.2320178
Meghanadh Devara, Vipin Kumar Maurya, Ramji Dwivedi
{"title":"Landslide extraction using a novel empirical method and binary semantic segmentation U-NET framework using sentinel-2 imagery","authors":"Meghanadh Devara, Vipin Kumar Maurya, Ramji Dwivedi","doi":"10.1080/2150704x.2024.2320178","DOIUrl":"https://doi.org/10.1080/2150704x.2024.2320178","url":null,"abstract":"Artificial intelligence (AI) has achieved a remarkable place in solving complex problems in almost all disciplines. Based on the recent notable performances of machine learning and deep learning te...","PeriodicalId":49132,"journal":{"name":"Remote Sensing Letters","volume":"20 1","pages":""},"PeriodicalIF":2.3,"publicationDate":"2024-02-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140011171","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Reconstructing historical urban landscapes from KH-9 HEXAGON mapping camera system imagery: an example of Hangzhou City 从 KH-9 HEXAGON 测绘摄像系统图像重建历史城市景观：以杭州市为例
IF 2.3 4区 地球科学
Remote Sensing Letters Pub Date : 2024-02-26 DOI: 10.1080/2150704x.2024.2320176
Amir Reza Shahtahmassebi, Danni Huang, Jie Lu, Erling Li, Xiaoli Huang, Ling Jiang, Golnaz Shahtahmassebi, Nathan Moore, Peter M. Atkinson
{"title":"Reconstructing historical urban landscapes from KH-9 HEXAGON mapping camera system imagery: an example of Hangzhou City","authors":"Amir Reza Shahtahmassebi, Danni Huang, Jie Lu, Erling Li, Xiaoli Huang, Ling Jiang, Golnaz Shahtahmassebi, Nathan Moore, Peter M. Atkinson","doi":"10.1080/2150704x.2024.2320176","DOIUrl":"https://doi.org/10.1080/2150704x.2024.2320176","url":null,"abstract":"Declassified images from the Keyhole (KH)-9 HEXAGON mapping camera system (MCS) offer fine-scale details of urban regions. However, these images have seldom been utilized in urban research due to c...","PeriodicalId":49132,"journal":{"name":"Remote Sensing Letters","volume":"271 1","pages":""},"PeriodicalIF":2.3,"publicationDate":"2024-02-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139981264","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Quantifying trade-offs in satellite hardware configurations using a super-resolution framework with realistic image degradation 利用超分辨率框架量化卫星硬件配置中的权衡与现实图像降解
IF 2.3 4区 地球科学
Remote Sensing Letters Pub Date : 2024-02-26 DOI: 10.1080/2150704x.2024.2318756
Jack White, Alex Codoreanu, Ignacio Zuleta, Colm Lynch, Giovanni Marchisio, Kai Qin, Stephen M. Petrie, Alan R. Duffy
{"title":"Quantifying trade-offs in satellite hardware configurations using a super-resolution framework with realistic image degradation","authors":"Jack White, Alex Codoreanu, Ignacio Zuleta, Colm Lynch, Giovanni Marchisio, Kai Qin, Stephen M. Petrie, Alan R. Duffy","doi":"10.1080/2150704x.2024.2318756","DOIUrl":"https://doi.org/10.1080/2150704x.2024.2318756","url":null,"abstract":"When designing and operating Earth observation satellites, trade-offs must often be made between different hardware components, operational considerations, etc… For example, considerations include ...","PeriodicalId":49132,"journal":{"name":"Remote Sensing Letters","volume":"27 1","pages":""},"PeriodicalIF":2.3,"publicationDate":"2024-02-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140011167","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Recognition of multi-season rice in a complex tropical agronomy zone using time-series SAR data: a case study of Hainan, China 利用时间序列合成孔径雷达数据识别复杂热带农业区的多季水稻：中国海南案例研究
IF 2.3 4区 地球科学
Remote Sensing Letters Pub Date : 2024-02-20 DOI: 10.1080/2150704x.2024.2313610
Lu Xu, Hong Zhang, Chao Wang, Chunling Sun, Fan Wu, Bo Zhang
{"title":"Recognition of multi-season rice in a complex tropical agronomy zone using time-series SAR data: a case study of Hainan, China","authors":"Lu Xu, Hong Zhang, Chao Wang, Chunling Sun, Fan Wu, Bo Zhang","doi":"10.1080/2150704x.2024.2313610","DOIUrl":"https://doi.org/10.1080/2150704x.2024.2313610","url":null,"abstract":"Rice plays a significant role in regional food supply and international food trading, especially for Asian countries. However, accurate mapping of tropical rice cultivationis a challenging task due...","PeriodicalId":49132,"journal":{"name":"Remote Sensing Letters","volume":"2015 1","pages":""},"PeriodicalIF":2.3,"publicationDate":"2024-02-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139950078","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Using remote-sensing data to study the rapid growth of wind farms and their impact on bird habitat in Yellow Sea Wetland, China 利用遥感数据研究中国黄海湿地风电场的快速发展及其对鸟类栖息地的影响
IF 2.3 4区 地球科学
Remote Sensing Letters Pub Date : 2024-02-19 DOI: 10.1080/2150704x.2024.2318758
Yue Zheng, Junhong Wu, Natalia Sheviakina, Snizhana Zahorodnia, Tomchenko Olha, Kreta Dmytro, Oleksandr Trofymchuk
{"title":"Using remote-sensing data to study the rapid growth of wind farms and their impact on bird habitat in Yellow Sea Wetland, China","authors":"Yue Zheng, Junhong Wu, Natalia Sheviakina, Snizhana Zahorodnia, Tomchenko Olha, Kreta Dmytro, Oleksandr Trofymchuk","doi":"10.1080/2150704x.2024.2318758","DOIUrl":"https://doi.org/10.1080/2150704x.2024.2318758","url":null,"abstract":"As an important migratory bird habitat along the East Asian-Australasian route, the coastal wetlands along the Yellow Sea have experienced significant human losses and threats due to the impact of ...","PeriodicalId":49132,"journal":{"name":"Remote Sensing Letters","volume":"2015 1","pages":""},"PeriodicalIF":2.3,"publicationDate":"2024-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139950190","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Land surface temperature prediction with dual satellites and BPNN: a comparative transfer function analysis 利用双卫星和 BPNN 预测陆地表面温度：传递函数比较分析
IF 2.3 4区 地球科学
Remote Sensing Letters Pub Date : 2024-02-19 DOI: 10.1080/2150704x.2024.2318757
Shivam Chauhan, Ajay Singh Jethoo, Umesh Kumar Das
{"title":"Land surface temperature prediction with dual satellites and BPNN: a comparative transfer function analysis","authors":"Shivam Chauhan, Ajay Singh Jethoo, Umesh Kumar Das","doi":"10.1080/2150704x.2024.2318757","DOIUrl":"https://doi.org/10.1080/2150704x.2024.2318757","url":null,"abstract":"Driven by global sustainability goals, understanding land surface temperature (LST) in urban thermal environments (UTE) is crucial. This study analyses remotely sensed LST data from Aqua and Terra ...","PeriodicalId":49132,"journal":{"name":"Remote Sensing Letters","volume":"50 1","pages":""},"PeriodicalIF":2.3,"publicationDate":"2024-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140020009","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Recognizing landslides in remote sensing images based on enhancement of information in digital elevation models 根据数字高程模型中的增强信息识别遥感图像中的山体滑坡
IF 2.3 4区 地球科学
Remote Sensing Letters Pub Date : 2024-02-11 DOI: 10.1080/2150704x.2024.2313611
Lu Jia, Xiaopeng Leng, Xingchen Wang, Manyuan Nie
{"title":"Recognizing landslides in remote sensing images based on enhancement of information in digital elevation models","authors":"Lu Jia, Xiaopeng Leng, Xingchen Wang, Manyuan Nie","doi":"10.1080/2150704x.2024.2313611","DOIUrl":"https://doi.org/10.1080/2150704x.2024.2313611","url":null,"abstract":"To address the landslide recognition problem in remote sensing images, this paper designs a visual transformer network model based on DEM (digital elevation model) feature enhancement, which is exp...","PeriodicalId":49132,"journal":{"name":"Remote Sensing Letters","volume":"12 1","pages":""},"PeriodicalIF":2.3,"publicationDate":"2024-02-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139772618","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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 hyperspectral image classification method based on feature enhancement and a hybrid deformable convolution network 基于特征增强和混合可变形卷积网络的高光谱图像分类方法
IF 2.3 4区 地球科学
Remote Sensing Letters Pub Date : 2024-02-09 DOI: 10.1080/2150704x.2024.2311782
Yunji Zhao, Zhihao Zhang, Wenming Bao, Xiaozhuo Xu, Zhifang Gao
{"title":"A hyperspectral image classification method based on feature enhancement and a hybrid deformable convolution network","authors":"Yunji Zhao, Zhihao Zhang, Wenming Bao, Xiaozhuo Xu, Zhifang Gao","doi":"10.1080/2150704x.2024.2311782","DOIUrl":"https://doi.org/10.1080/2150704x.2024.2311782","url":null,"abstract":"In recent years, some hyperspectral image (HSI) classification methods based on deep models have shown excellent performance. Most deep models receive three-dimensional (3D) block structures as inp...","PeriodicalId":49132,"journal":{"name":"Remote Sensing Letters","volume":"12 1","pages":""},"PeriodicalIF":2.3,"publicationDate":"2024-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139772686","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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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