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...
Pub Date : 2024-03-01DOI: 10.1080/2150704x.2024.2323555
Nan Xu, Hao Xu, Lin Wang
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...
{"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}
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...
{"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}
Pub Date : 2024-02-26DOI: 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
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...
{"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}
Pub Date : 2024-02-26DOI: 10.1080/2150704x.2024.2318756
Jack White, Alex Codoreanu, Ignacio Zuleta, Colm Lynch, Giovanni Marchisio, Kai Qin, Stephen M. Petrie, Alan R. Duffy
When designing and operating Earth observation satellites, trade-offs must often be made between different hardware components, operational considerations, etc… For example, considerations include ...
在设计和运行地球观测卫星时，往往必须在不同的硬件组件、运行考虑因素等之间做出权衡。
{"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}
Pub Date : 2024-02-20DOI: 10.1080/2150704x.2024.2313610
Lu Xu, Hong Zhang, Chao Wang, Chunling Sun, Fan Wu, Bo Zhang
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...
{"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}
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 ...
{"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}
Pub Date : 2024-02-19DOI: 10.1080/2150704x.2024.2318757
Shivam Chauhan, Ajay Singh Jethoo, Umesh Kumar Das
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 ...
在全球可持续发展目标的推动下，了解城市热环境（UTE）中的地表温度（LST）至关重要。本研究分析了来自 Aqua 和 Terra 的遥感 LST 数据。
{"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}
Pub Date : 2024-02-11DOI: 10.1080/2150704x.2024.2313611
Lu Jia, Xiaopeng Leng, Xingchen Wang, Manyuan Nie
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...
{"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}
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...
{"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}
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