International Journal of Remote Sensing, Volume 45, Issue 6 (2024)

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International Journal of Remote Sensing, Volume 45, Issue 6 (2024)

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Research Article

Article
HyA-GAN: remote sensing image cloud removal based on hybrid attention generation adversarial network
Minghao Jin, Pengwei Wang & Yusong Li
Pages: 1755-1773
Published online: 27 Feb 2024
AbstractforHyA-GAN: remote sensing image cloud removal based on hybrid attention generation adversarial network | Full Text | References | PDF (8.7 MB) | EPUB
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Article
Spatial-spectral graph convolutional extreme learning machine for hyperspectral image classification
Qing Yu, Xiangdong Li, Hongrui Zhang & Jinhuan Xu
Pages: 1774-1796
Published online: 29 Feb 2024
AbstractforSpatial-spectral graph convolutional extreme learning machine for hyperspectral image classification | Full Text | References | PDF (8.3 MB) | EPUB
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Article
MMF-CNN: a multimodal fusion CNN network for winter wheat extraction incorporating active and passive time series data
Jingyi Chen, Haifeng Han, Mingming Xu, Jianhua Wan & Shanwei Liu
Pages: 1797-1826
Published online: 29 Feb 2024
AbstractforMMF-CNN: a multimodal fusion CNN network for winter wheat extraction incorporating active and passive time series data | Full Text | References | PDF (12.5 MB) | EPUB
  • 218 Views
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Article
Automated ocean front feature mapping using Sentinel-1 with examples from the Gulf Stream
Andrew Newall, Anders Knudby & Wesley Van Wychen
Pages: 1827-1849
Published online: 29 Feb 2024
AbstractforAutomated ocean front feature mapping using Sentinel-1 with examples from the Gulf Stream | Full Text | References | PDF (11.4 MB) | EPUB
  • 113 Views
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Article
Geometrical projection improved multi-objective particle swarm optimization for unsupervised nonlinear hyperspectral unmixing
Huangying Zhang & Bin Yang
Pages: 1850-1883
Published online: 29 Feb 2024
AbstractforGeometrical projection improved multi-objective particle swarm optimization for unsupervised nonlinear hyperspectral unmixing | Full Text | References | PDF (5.8 MB) | EPUB
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Article
A deterministic descriptive regularization-based method for SAR tomography in urban areas
Hossein Armeshi, Mahmod Reza Sahebi & Hossein Aghababaei
Pages: 1884-1903
Published online: 07 Mar 2024
AbstractforA deterministic descriptive regularization-based method for SAR tomography in urban areas | Full Text | References | PDF (9.4 MB) | EPUB
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Article
Hyperspectral image change detection based on an improved multi-scale and spectral-wise transformer
Changzhong Zou, Wenfeng Liang, Lei Liu & Changwu Zou
Pages: 1904-1925
Published online: 01 Mar 2024
AbstractforHyperspectral image change detection based on an improved multi-scale and spectral-wise transformer | Full Text | References | PDF (7.8 MB) | EPUB
  • 133 Views
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Article
Feasibility study of forest wood-boring pest detection base on hyperspectral LiDAR
Hui Shao, Hulong Zhang, Peilun Hu, Yuwei Chen, Wei Li, Long Sun & Yuxia Hu
Pages: 1926-1948
Published online: 01 Mar 2024
AbstractforFeasibility study of forest wood-boring pest detection base on hyperspectral LiDAR | Full Text | References | PDF (7 MB) | EPUB
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Research article

Article
Fine-resolution land cover mapping over large and mountainous areas for Lāna‘i, Hawaii using posterior probabilities, and expert knowledge
Lucas Berio Fortini, Qi Chen, Yoko Uyehara, Kari Bogner, Jonathan Sprague & Rachel Sprague
Pages: 1949-1971
Published online: 07 Mar 2024
AbstractforFine-resolution land cover mapping over large and mountainous areas for Lāna‘i, Hawaii using posterior probabilities, and expert knowledge | Full Text | References | PDF (14.8 MB) | EPUB | Supplemental
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Open Access

Research Article

Article
Remote sensing monitoring of seagrass bed dynamics using cross-temporal-spatial domain transfer learning in Yellow river Delta
Ziyue Meng, Yabin Hu, Guangbo Ren, Wenqing Zhu, Jianbu Wang, Shanwei Liu & Yi Ma
Pages: 1972-1996
Published online: 07 Mar 2024
AbstractforRemote sensing monitoring of seagrass bed dynamics using cross-temporal-spatial domain transfer learning in Yellow river Delta | Full Text | References | PDF (12.5 MB) | EPUB
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Article
A near real-time automated oil spill detection and early warning system using Sentinel-1 SAR imagery for the Southeastern Mediterranean Sea
Yi-Jie Yang, Suman Singha & Ron Goldman
Pages: 1997-2027
Published online: 07 Mar 2024
AbstractforA near real-time automated oil spill detection and early warning system using Sentinel-1 SAR imagery for the Southeastern Mediterranean Sea | Full Text | References | PDF (11.2 MB) | EPUB
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Open Access

Research article

Article
Identifying urban built-up areas using CORONA imagery in the pre-Landsat era: a case study of Shanghai in 1965
Shuang Li
Pages: 2028-2048
Published online: 07 Mar 2024
AbstractforIdentifying urban built-up areas using CORONA imagery in the pre-Landsat era: a case study of Shanghai in 1965 | Full Text | References | PDF (12.7 MB) | EPUB
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Article
Construction and implementation of a poplar spectral library based on phenological stages for land cover classification using high-resolution satellite images
Taskin Kavzoglu, Ismail Colkesen, Ayhan Atesoglu, Hasan Tonbul, Elif Ozlem Yilmaz, Seyma Ozlusoylu & Muhammed Yusuf Ozturk
Pages: 2049-2072
Published online: 08 Mar 2024
AbstractforConstruction and implementation of a poplar spectral library based on phenological stages for land cover classification using high-resolution satellite images | Full Text | References | PDF (18 MB) | EPUB
  • 263 Views
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Article
Mayfly algorithm-based semi-supervised band selection with enhanced bitonic filter for spectral-spatial hyperspectral image classification
Mohammed Abdulmajeed Moharram & Divya Meena Sundaram
Pages: 2073-2108
Published online: 11 Mar 2024
AbstractforMayfly algorithm-based semi-supervised band selection with enhanced bitonic filter for spectral-spatial hyperspectral image classification | Full Text | References | PDF (13.4 MB) | EPUB
  • 85 Views
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Article
Convolutional transformer attention network with few-shot learning for grassland degradation monitoring using UAV hyperspectral imagery
Tao Zhang, Yuge Bi & Chuanzhong Xuan
Pages: 2109-2135
Published online: 11 Mar 2024
AbstractforConvolutional transformer attention network with few-shot learning for grassland degradation monitoring using UAV hyperspectral imagery | Full Text | References | PDF (12.6 MB) | EPUB
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