International Journal of Remote Sensing, Volume 43, Issue 13 (2022)

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International Journal of Remote Sensing, Volume 43, Issue 13 (2022)

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Drones Paper

Article
Centimeter-scale mapping of phototrophic biofilms in glacial forefields using visible band ratios and UAV imagery
Matteo Roncoroni, Davide Mancini, Tyler J. Kohler, Floreana Miesen, Mattia Gianini, Tom J. Battin & Stuart N. Lane
Pages: 4723-4757
Published online: 15 Jun 2022
AbstractforCentimeter-scale mapping of phototrophic biofilms in glacial forefields using visible band ratios and UAV imagery | Full Text | References | PDF (18.4 MB) | EPUB | Supplemental
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Open Access
Article
Biomass estimation of spring wheat with machine learning methods using UAV-based multispectral imaging
João Gustavo Atkinson Amorim, Lincoln Vinicius Schreiber, Mirayr Raul Quadros de Souza, Marcelo Negreiros, Altamiro Susin, Christian Bredemeier, Carolina Trentin, André Luis Vian, Clódis de Oliveira Andrades-Filho, Dionísio Doering & Adriane Parraga
Pages: 4758-4773
Published online: 10 Aug 2022
AbstractforBiomass estimation of spring wheat with machine learning methods using UAV-based multispectral imaging | Full Text | References | PDF (5 MB) | EPUB
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Drones paper

Article
A deep-learning model for semantic segmentation of meshes from UAV oblique images
Rongkui Tang, Mengjiao Xia, Yetao Yang & Chen Zhang
Pages: 4774-4792
Published online: 22 Aug 2022
AbstractforA deep-learning model for semantic segmentation of meshes from UAV oblique images | Full Text | References | PDF (14.9 MB) | EPUB
  • 429 Views
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Research Article

Article
Study on the LAI and FPAR inversion of maize from airborne LiDAR and hyperspectral data
Juncheng Shi, Cheng Wang, Jinliang Wang, Xiaohuan Xi, Xuebo Yang & Xue Ding
Pages: 4793-4809
Published online: 19 Sep 2022
AbstractforStudy on the LAI and FPAR inversion of maize from airborne LiDAR and hyperspectral data | Full Text | References | PDF (3.1 MB) | EPUB
  • 253 Views
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Article
CNN-Enhanced graph attention network for hyperspectral image super-resolution using non-local self-similarity
Cong Liu & Yaxin Dong
Pages: 4810-4835
Published online: 14 Sep 2022
AbstractforCNN-Enhanced graph attention network for hyperspectral image super-resolution using non-local self-similarity | Full Text | References | PDF (7.5 MB) | EPUB
  • 348 Views
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Article
AANet: an attention-based alignment semantic segmentation network for high spatial resolution remote sensing images
Gunagkuo Xue, Yikun Liu, Yuwen Huang, Mingsong Li & Gongping Yang
Pages: 4836-4852
Published online: 14 Sep 2022
AbstractforAANet: an attention-based alignment semantic segmentation network for high spatial resolution remote sensing images | Full Text | References | PDF (4.1 MB) | EPUB
  • 201 Views
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Article
Vertex extraction-guided local back-projection algorithm for velocity estimation using ground penetrating radar data
Zihan Xu, Fulin Su & Guodong Xu
Pages: 4853-4871
Published online: 22 Sep 2022
AbstractforVertex extraction-guided local back-projection algorithm for velocity estimation using ground penetrating radar data | Full Text | References | PDF (6.9 MB) | EPUB
  • 117 Views
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Article
Grsnet: gated residual supervision network for pixel-wise building segmentation in remote sensing imagery
Samaneh Molavi Vardanjani, Abdolhossein Fathi & Kaveh Moradkhani
Pages: 4872-4887
Published online: 23 Sep 2022
AbstractforGrsnet: gated residual supervision network for pixel-wise building segmentation in remote sensing imagery | Full Text | References | PDF (4.7 MB) | EPUB
  • 143 Views
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Article
Towards a novel high-spatial-resolution satellite rainfall product from C-band SAR Sentinel-1 over Central South Korea based on a bottom-up approach
Hoang Hai Nguyen, Sunghwa Choi, Dalgeun Lee & Daeyun Shin
Pages: 4888-4910
Published online: 23 Sep 2022
AbstractforTowards a novel high-spatial-resolution satellite rainfall product from C-band SAR Sentinel-1 over Central South Korea based on a bottom-up approach | Full Text | References | PDF (8.4 MB) | EPUB
  • 134 Views
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Article
Attention-based dual residual network-based for multi-spectral pan-sharpening
Xinyu Zhang, Jinjiang Li & Zhen Hua
Pages: 4911-4950
Published online: 23 Sep 2022
AbstractforAttention-based dual residual network-based for multi-spectral pan-sharpening | Full Text | References | PDF (31 MB) | EPUB
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Article
Prospectivity mapping of carbonatite-associated iron oxide deposits using an integration process of ASTER and Sentinel-2A multispectral data
Cheikh-Elwali Malainine, Otmane Raji, Muhammad Ouabid, Jean-Louis Bodinier & Hicham El Messbahi
Pages: 4951-4983
Published online: 23 Sep 2022
AbstractforProspectivity mapping of carbonatite-associated iron oxide deposits using an integration process of ASTER and Sentinel-2A multispectral data | Full Text | References | PDF (16.7 MB) | EPUB
  • 306 Views
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Article
Feasibility of detecting apple scab infections using low-cost sensors and interpreting radiation interactions with scab lesions
A. J. Bleasdale, G.A. Blackburn & J. D. Whyatt
Pages: 4984-5005
Published online: 26 Sep 2022
AbstractforFeasibility of detecting apple scab infections using low-cost sensors and interpreting radiation interactions with scab lesions | Full Text | References | PDF (12.7 MB) | EPUB
  • 2819 Views
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Open Access
Article
A novel unsupervised multiple change detection method for VHR remote sensing imagery using CNN with hierarchical sampling
Hong Fang, Peijun Du & Xin Wang
Pages: 5006-5024
Published online: 21 Sep 2022
AbstractforA novel unsupervised multiple change detection method for VHR remote sensing imagery using CNN with hierarchical sampling | Full Text | References | PDF (13.2 MB) | EPUB
  • 280 Views
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Article
Dual-strategy semi-supervised learning method based on GAN for recognition of tomato leaf diseases
Wentao Tao, Junjie Ma, Jinpeng Shi, Wenbing Lv, Mingyue Zhao, Ling Zheng, Linsheng Huang & Shizhuang Weng
Pages: 5025-5039
Published online: 22 Sep 2022
AbstractforDual-strategy semi-supervised learning method based on GAN for recognition of tomato leaf diseases | Full Text | References | PDF (3.9 MB) | EPUB
  • 124 Views
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Article
Wildfire detection through deep learning based on Himawari-8 satellites platform
Changcheng Ding, Xiaoyu Zhang, Jianyu Chen, Shuchang Ma, Yanfang Lu & Wencong Han
Pages: 5040-5058
Published online: 10 Oct 2022
AbstractforWildfire detection through deep learning based on Himawari-8 satellites platform | Full Text | References | PDF (8.9 MB) | EPUB
  • 361 Views
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Article
Hyperspectral image super-resolution based on attention ConvBiLSTM network
Xiaochen Lu, Xiaohui Liu, Lei Zhang, Fengde Jia & Yunlong Yang
Pages: 5059-5074
Published online: 10 Oct 2022
AbstractforHyperspectral image super-resolution based on attention ConvBiLSTM network | Full Text | References | PDF (8.5 MB) | EPUB
  • 207 Views
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Article
Few-Shot aerial image classification with deep economic network and teacher knowledge
Kang Wang, Xuesong Wang & Yuhu Cheng
Pages: 5075-5099
Published online: 10 Oct 2022
AbstractforFew-Shot aerial image classification with deep economic network and teacher knowledge | Full Text | References | PDF (7.2 MB) | EPUB
  • 227 Views
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Article
Pairwise coarse registration of point clouds by traversing voxel-based 2-plane bases
Yongjian Fu, Zongchun Li, Feng Xiong, Hua He, Wenqi Wang & Yong Deng
Pages: 5100-5123
Published online: 10 Oct 2022
AbstractforPairwise coarse registration of point clouds by traversing voxel-based 2-plane bases | Full Text | References | PDF (2.6 MB) | EPUB
  • 1582 Views
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