International Journal of Remote Sensing, Volume 43, Issue 18 (2022)

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International Journal of Remote Sensing, Volume 43, Issue 18 (2022)

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Research Article

Article
Random augmentation pipe for hyperspectral image classification with few samples
Ying Wang, Chuanqi Deng & Fang Zuo
Pages: 6581-6604
Published online: 21 Nov 2022
AbstractforRandom augmentation pipe for hyperspectral image classification with few samples | Full Text | References | PDF (9 MB) | EPUB
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Article
GOCI-II based sea surface salinity estimation using machine learning for the first-year summer
Dae-Won Kim, So-Hyun Kim, Ji-Yeon Baek, Jong-Seok Lee & Young-Heon Jo
Pages: 6605-6623
Published online: 18 Nov 2022
AbstractforGOCI-II based sea surface salinity estimation using machine learning for the first-year summer | Full Text | References | PDF (11.6 MB) | EPUB
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Article
Multiscale depthwise separable convolution based network for high-resolution image segmentation
Ke Zhang, Inuwa Mamuda Bello, Yu Su, Jingyu Wang & Ibrahim Maryam
Pages: 6624-6643
Published online: 25 Nov 2022
AbstractforMultiscale depthwise separable convolution based network for high-resolution image segmentation | Full Text | References | PDF (4.6 MB) | EPUB
  • 173 Views
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Article
Automatic registration of optical image and airborne LiDAR data based on centers and corner points of building boundaries
Xiangfei Wang, Bo Xu, Shilong Zhao & Xin Li
Pages: 6644-6668
Published online: 25 Nov 2022
AbstractforAutomatic registration of optical image and airborne LiDAR data based on centers and corner points of building boundaries | Full Text | References | PDF (19.1 MB) | EPUB
  • 135 Views
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Article
Multi-scale feature learning network with channel self-attention for remote sensing single-image super-resolution
Xueqin Wang, Wenzong Jiang, Lifei Zhao, Baodi Liu & Yanjiang Wang
Pages: 6669-6688
Published online: 25 Nov 2022
AbstractforMulti-scale feature learning network with channel self-attention for remote sensing single-image super-resolution | Full Text | References | PDF (11.6 MB) | EPUB
  • 140 Views
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Article
Radar altimetry for classifying surface conditions of subarctic lakes during freezing and thawing periods
Jawad Ziyad, Kalifa Goïta & Ramata Magagi
Pages: 6689-6720
Published online: 22 Nov 2022
AbstractforRadar altimetry for classifying surface conditions of subarctic lakes during freezing and thawing periods | Full Text | References | PDF (15 MB) | EPUB
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Article
Weighted split-flow network auxiliary with hierarchical multitasking for urban land use classification of high-resolution remote sensing images
Guangqin He, Guolin Cai, Yongshu Li, Taiyun Xia & Zheng Li
Pages: 6721-6740
Published online: 25 Nov 2022
AbstractforWeighted split-flow network auxiliary with hierarchical multitasking for urban land use classification of high-resolution remote sensing images | Full Text | References | PDF (10.9 MB) | EPUB
  • 1037 Views
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Open Access
Article
A meta-methodology for preserving narrow objects when using spatial contextual classifiers for remote sensing data
Willian Vieira de Oliveira, Luciano Vieira Dutra & Sidnei João Siqueira Sant’Anna
Pages: 6741-6765
Published online: 28 Nov 2022
AbstractforA meta-methodology for preserving narrow objects when using spatial contextual classifiers for remote sensing data | Full Text | References | PDF (9.8 MB) | EPUB
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Article
Bragg-region recognition of high-frequency radar spectra based on deep learning and image fusion processing
Laurence Zsu-Hsin Chuang, Yu-Ru Chen, Yu-Jen Chung, Li-Chung Wu & Tsung-Mo Tien
Pages: 6766-6782
Published online: 28 Nov 2022
AbstractforBragg-region recognition of high-frequency radar spectra based on deep learning and image fusion processing | Full Text | References | PDF (3.3 MB) | EPUB
  • 165 Views
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Article
Object-based building instance segmentation from airborne LiDAR point clouds
Wangshan Yang, Xinyi Liu, Yongjun Zhang, Yi Wan & Zheng Ji
Pages: 6783-6808
Published online: 28 Nov 2022
AbstractforObject-based building instance segmentation from airborne LiDAR point clouds | Full Text | References | PDF (15.7 MB) | EPUB
  • 242 Views
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Article
Open-ended remote sensing visual question answering with transformers
Mohamad M. Al Rahhal, Yakoub Bazi, Sara O. Alsaleh, Muna Al-Razgan, Mohamed Lamine Mekhalfi, Mansour Al Zuair & Naif Alajlan
Pages: 6809-6823
Published online: 28 Nov 2022
AbstractforOpen-ended remote sensing visual question answering with transformers | Full Text | References | PDF (5.6 MB) | EPUB
  • 262 Views
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Review Article

Review Article
The current status, potential and challenges of remote sensing for large-scale mangrove studies
Ying Lu & Le Wang
Pages: 6824-6855
Published online: 28 Nov 2022
AbstractforThe current status, potential and challenges of remote sensing for large-scale mangrove studies | Full Text | References | PDF (2.2 MB) | EPUB
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Research Article

Article
Use of the time series and multi-temporal features of Sentinel-1/2 satellite imagery to predict soil inorganic and organic carbon in a low-relief area with a semi-arid environment
Younes Garosi, Shamsollah Ayoubi, Madlene Nussbaum, Mohsen Sheklabadi, Mohsen Nael & Iman Kimiaee
Pages: 6856-6880
Published online: 24 Nov 2022
AbstractforUse of the time series and multi-temporal features of Sentinel-1/2 satellite imagery to predict soil inorganic and organic carbon in a low-relief area with a semi-arid environment | Full Text | References | PDF (8.8 MB) | EPUB | Supplemental
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