International Journal of Remote Sensing, Volume 43, Issue 17 (2022)

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International Journal of Remote Sensing, Volume 43, Issue 17 (2022)

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Research Article

Article
Parcel-level mapping of apple orchard in smallholder agriculture areas based on feature-level fusion of VHR image and time-series images
Haoyu Wang, Jian Wang, Zhanfeng Shen, Zihan Zhang, Junli Li, Lifang Zhao, Shuhui Jiao, Shuo Li, Yating Lei, Wenqi Kou, Jinghan Li & Jingdong Chen
Pages: 6195-6220
Published online: 11 Nov 2022
AbstractforParcel-level mapping of apple orchard in smallholder agriculture areas based on feature-level fusion of VHR image and time-series images | Full Text | References | PDF (12.3 MB) | EPUB
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Review Article

Review Article
A comprehensive systematic review of deep learning methods for hyperspectral images classification
Pallavi Ranjan & Ashish Girdhar
Pages: 6221-6306
Published online: 14 Nov 2022
AbstractforA comprehensive systematic review of deep learning methods for hyperspectral images classification | Full Text | References | PDF (3.2 MB) | EPUB
  • 512 Views
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Research Article

Article
JSH-Net: joint semantic segmentation and height estimation using deep convolutional networks from single high-resolution remote sensing imagery
Bin Zhang, Yi Wan, Yongjun Zhang & Yansheng Li
Pages: 6307-6332
Published online: 09 Nov 2022
AbstractforJSH-Net: joint semantic segmentation and height estimation using deep convolutional networks from single high-resolution remote sensing imagery | Full Text | References | PDF (21 MB) | EPUB
  • 269 Views
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Article
Spatio-temporal fire detection based on brightness temperature change in Himawari-8 images
Cunhui Zhang, Jianhua Wan, Mingming Xu, Shanwei Liu & Hui Sheng
Pages: 6333-6348
Published online: 09 Nov 2022
AbstractforSpatio-temporal fire detection based on brightness temperature change in Himawari-8 images | Full Text | References | PDF (5.7 MB) | EPUB
  • 228 Views
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Article
Multi scale feature extraction network with machine learning algorithms for water body extraction from remote sensing images
R. Nagaraj & Lakshmi Sutha Kumar
Pages: 6349-6387
Published online: 17 Nov 2022
AbstractforMulti scale feature extraction network with machine learning algorithms for water body extraction from remote sensing images | Full Text | References | PDF (11.8 MB) | EPUB
  • 295 Views
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Article
Research on joint inversion of volcanic shortwave infrared emissivity and temperature based on day and night images
Helin Wang, Lijun Jiang, Jun Pan, Yehan Sun & Shiting Sheng
Pages: 6388-6405
Published online: 09 Nov 2022
AbstractforResearch on joint inversion of volcanic shortwave infrared emissivity and temperature based on day and night images | Full Text | References | PDF (6.2 MB) | EPUB
  • 118 Views
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Article
Contribution of ‘human induced fires’ to forest and savanna land conversion dynamics in the Luki Biosphere Reserve landscape, western Democratic Republic of Congo
N. C. Cirezi, J-F. Bastin, E. Tshibasu, E. T. Lonpi, G. B. Chuma, Y. Mugumaarhahama, K.R. Sambieni, K. C. Karume, R.S. Lumbuenamo & J. Bogaert
Pages: 6406-6429
Published online: 14 Nov 2022
AbstractforContribution of ‘human induced fires’ to forest and savanna land conversion dynamics in the Luki Biosphere Reserve landscape, western Democratic Republic of Congo | Full Text | References | PDF (8.7 MB) | EPUB
  • 234 Views
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Article
A new method to estimate the speed of internal solitary waves based on a single optical remote sensing image
Keda Liang, Meng Zhang, ZhiXin Li, Zhonghao Yang, HongLi Miao & Jing Wang
Pages: 6430-6444
Published online: 11 Nov 2022
AbstractforA new method to estimate the speed of internal solitary waves based on a single optical remote sensing image | Full Text | References | PDF (7.1 MB) | EPUB
  • 174 Views
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Article
Enhancing performance of multi-temporal tropical river landform classification through downscaling approaches
Qing Li, Brian Barrett, Richard Williams, Trevor Hoey & Richard Boothroyd
Pages: 6445-6462
Published online: 17 Nov 2022
AbstractforEnhancing performance of multi-temporal tropical river landform classification through downscaling approaches | Full Text | References | PDF (14.8 MB) | EPUB | Supplemental
  • 1394 Views
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Open Access
Article
Evaluation of the impact of crop residue on fractional vegetation cover estimation by vegetation indices over conservation tillage cropland: a simulation study
Zewen Dai, Yanling Ding, Chi Xu, Yunchao Chen & Lin Liu
Pages: 6463-6482
Published online: 15 Nov 2022
AbstractforEvaluation of the impact of crop residue on fractional vegetation cover estimation by vegetation indices over conservation tillage cropland: a simulation study | Full Text | References | PDF (7.8 MB) | EPUB | Supplemental
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Open Access
Article
Self-calibrated dilated convolutional neural networks for SAR image despeckling
Ye Yuan, Yanxia Wu, Chuheng Tang, Yan Fu, Yulei Wu, Yan Jiang & Yize Zhao
Pages: 6483-6508
Published online: 15 Nov 2022
AbstractforSelf-calibrated dilated convolutional neural networks for SAR image despeckling | Full Text | References | PDF (9.9 MB) | EPUB
  • 174 Views
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Article
Integrating Sentinel-1 SAR and Sentinel-2 optical imagery with a crop structure dynamics model to track crop condition
Xianfeng Jiao, Heather McNairn, Bahareh Yekkehkhany, Laura Dingle Robertson & Samuel Ihuoma
Pages: 6509-6537
Published online: 15 Nov 2022
AbstractforIntegrating Sentinel-1 SAR and Sentinel-2 optical imagery with a crop structure dynamics model to track crop condition | Full Text | References | PDF (6.4 MB) | EPUB
  • 3613 Views
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Open Access
Article
Multi-granularity vision transformer via semantic token for hyperspectral image classification
Bin Li, Er Ouyang, Wenjing Hu, Guoyun Zhang, Lin Zhao & Jianhui Wu
Pages: 6538-6560
Published online: 15 Nov 2022
AbstractforMulti-granularity vision transformer via semantic token for hyperspectral image classification | Full Text | References | PDF (13 MB) | EPUB
  • 239 Views
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Article
Spectral-spatial classification of hyperspectral images based on non-linear principal component analysis and deep learning models
Davood Akbari & Komeil Rokni
Pages: 6561-6580
Published online: 15 Nov 2022
AbstractforSpectral-spatial classification of hyperspectral images based on non-linear principal component analysis and deep learning models | Full Text | References | PDF (9.3 MB) | EPUB
  • 82 Views
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