International Journal of Remote Sensing, Volume 42, Issue 10 (2021)

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International Journal of Remote Sensing, Volume 42, Issue 10 (2021)

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Research Article

Article
A combined model based on stacked autoencoders and fractional Fourier entropy for hyperspectral anomaly detection
Lili Zhang & Baozhi Cheng
Pages: 3611-3632
Published online: 14 Feb 2021
AbstractforA combined model based on stacked autoencoders and fractional Fourier entropy for hyperspectral anomaly detection | Full Text | References | PDF (5.1 MB) | EPUB
  • 320 Views
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Article
Efficient segment-based ground filtering and adaptive road detection from mobile light detection and ranging (LiDAR) data
Erzhuo Che, Michael J Olsen & Jaehoon Jung
Pages: 3633-3659
Published online: 14 Feb 2021
AbstractforEfficient segment-based ground filtering and adaptive road detection from mobile light detection and ranging (LiDAR) data | Full Text | References | PDF (16.2 MB) | EPUB
  • 582 Views
  • 9 CrossRef citations
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Article
Ability of in situ canopy spectroscopy to differentiate genotype by environment interaction in wheat
Arias Claudia, Enrique Montero Bulacio, Rigalli Nicolás, Martín Romagnoli, Facundo Curin, Fernanda G. González, María E. Otegui & Margarita Portapila
Pages: 3660-3680
Published online: 02 Mar 2021
AbstractforAbility of in situ canopy spectroscopy to differentiate genotype by environment interaction in wheat | Full Text | References | PDF (560.4 KB) | EPUB | Supplemental
  • 118 Views
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Article
Doppler weather radar data assimilation at convective-allowing grid spacing for predicting an extreme weather event in Southern India
Hari Prasad Sad, Prashant Kumar & Sambit Kumar Panda
Pages: 3681-3707
Published online: 14 Feb 2021
AbstractforDoppler weather radar data assimilation at convective-allowing grid spacing for predicting an extreme weather event in Southern India | Full Text | References | PDF (14.4 MB) | EPUB | Supplemental
  • 377 Views
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Article
A new method to estimate global freshwater phytoplankton carbon fixation using satellite remote sensing: initial results
Michael J. Sayers, Gary L. Fahnenstiel, Robert A. Shuchman & Karl R. Bosse
Pages: 3708-3730
Published online: 14 Feb 2021
AbstractforA new method to estimate global freshwater phytoplankton carbon fixation using satellite remote sensing: initial results | Full Text | References | PDF (2.5 MB) | EPUB
  • 2571 Views
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Open Access
Article
Design of supercontinuum laser hyperspectral light detection and ranging (LiDAR) (SCLaHS LiDAR)
Guoqing Zhou, Xiang Zhou, Youjian Song, Donghui Xie, Long Wang, Guangjian Yan, Minglie Hu, Bowen Liu, Weidong Shang, Chenghu Gong, Cheng Wang, Huaguo Huang, Yiqiang Zhao, Zhigang Liu, Guangyun Zhang, Xing Wang, Sheng Nie, Mao Ye, Songlin Liu, Qiaofeng Tan, Ke Li, Fengyuan Wei, Wei Su, Jinshou Tian, Qingkang Ai, Lvyun Yang, Bo Song, Jiasheng Xu, Lieping Zhang, Wei Li, Ruirui Wang, Hao Xue, Hao Dong, Ying Yu & Hongtao Wang
Pages: 3731-3755
Published online: 14 Feb 2021
AbstractforDesign of supercontinuum laser hyperspectral light detection and ranging (LiDAR) (SCLaHS LiDAR) | Full Text | References | PDF (11 MB) | EPUB
  • 1101 Views
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Article
Spatial Random Forest (S-RF): A random forest approach for spatially interpolating missing land-cover data with multiple classes
Jacinta Holloway-Brown, Kate J. Helmstedt & Kerrie L. Mengersen
Pages: 3756-3776
Published online: 14 Feb 2021
AbstractforSpatial Random Forest (S-RF): A random forest approach for spatially interpolating missing land-cover data with multiple classes | Full Text | References | PDF (5.3 MB) | EPUB | Supplemental
  • 438 Views
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Article
Onsite age discrimination of an endangered medicinal and aromatic plant species Valeriana jatamansi using field hyperspectral remote sensing and machine learning techniques
Kishor Chandra Kandpal, Sunil Kumar, G. Sai Venkat, Ramjeelal Meena, Probir Kumar Pal & Amit Kumar
Pages: 3777-3796
Published online: 14 Feb 2021
AbstractforOnsite age discrimination of an endangered medicinal and aromatic plant species Valeriana jatamansi using field hyperspectral remote sensing and machine learning techniques | Full Text | References | PDF (5.4 MB) | EPUB
  • 688 Views
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Review Article

Review Article
Advancements in the remote sensing of landscape pattern of urban green spaces and vegetation fragmentation
Pedzisai Kowe, Onisimo Mutanga & Timothy Dube
Pages: 3797-3832
Published online: 15 Feb 2021
AbstractforAdvancements in the remote sensing of landscape pattern of urban green spaces and vegetation fragmentation | Full Text | References | PDF (2.9 MB) | EPUB
  • 2154 Views
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Research Article

Article
An operational automated mapping algorithm for in-season estimation of wheat area for Punjab, Pakistan
Ahmad Khan, Matthew C. Hansen, Peter Potapov, Bernard Adusei, Stephen V. Stehman & Marc K. Steininger
Pages: 3833-3849
Published online: 14 Feb 2021
AbstractforAn operational automated mapping algorithm for in-season estimation of wheat area for Punjab, Pakistan | Full Text | References | PDF (5.8 MB) | EPUB
  • 446 Views
  • 7 CrossRef citations
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Article
Exploring the potential of canopy reflectance spectra for estimating organic carbon content of aboveground vegetation in coastal wetlands
Hang Cheng, Jing Wang, Yingkun Du, Tianlin Zhai, Ying Fang & Zehui Li
Pages: 3850-3872
Published online: 14 Feb 2021
AbstractforExploring the potential of canopy reflectance spectra for estimating organic carbon content of aboveground vegetation in coastal wetlands | Full Text | References | PDF (5.8 MB) | EPUB
  • 351 Views
  • 10 CrossRef citations
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Article
Heading variations resolve the heading-direction ambiguity in vertical-beam radar observations of insect migration
V. Alistair Drake, Zhenhua Hao & Eric Warrant
Pages: 3873-3898
Published online: 08 Mar 2021
AbstractforHeading variations resolve the heading-direction ambiguity in vertical-beam radar observations of insect migration | Full Text | References | PDF (7.3 MB) | EPUB | Supplemental
  • 895 Views
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Open Access
Article
Estimation of global horizontal irradiance in China using a deep learning method
Weipeng Xing, Guangyuan Zhang & Stefan Poslad
Pages: 3899-3917
Published online: 14 Feb 2021
AbstractforEstimation of global horizontal irradiance in China using a deep learning method | Full Text | References | PDF (7.1 MB) | EPUB
  • 1578 Views
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Open Access
Article
Tracking historical chlorophyll-a change in the guanting reservoir, Northern China, based on landsat series inter-sensor normalization
Fangfang Zhang, Junsheng Li, Bokun Yan, Junchuan Yu, Chao Wang, Shenglei Wang, Qian Shen, Yanhong Wu & Bing Zhang
Pages: 3918-3937
Published online: 21 Feb 2021
AbstractforTracking historical chlorophyll-a change in the guanting reservoir, Northern China, based on landsat series inter-sensor normalization | Full Text | References | PDF (9.6 MB) | EPUB
  • 325 Views
  • 6 CrossRef citations
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Article
Delineating fragmented grassland patches in the tropical region using multi-seasonal synthetic aperture radar (SAR) and optical satellite images
A. Samrat, M. S. Devy & T. Ganesh
Pages: 3938-3954
Published online: 02 Mar 2021
AbstractforDelineating fragmented grassland patches in the tropical region using multi-seasonal synthetic aperture radar (SAR) and optical satellite images | Full Text | References | PDF (4.1 MB) | EPUB
  • 304 Views
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Article
Predicting medicinal phytochemicals of Moringa oleifera using hyperspectral reflectance of tree canopies
Thulani Tshabalala, Elfatih M. Abdel-Rahman, Cecilia Masemola, Bhekumthetho Ncube, Ashwell R. Ndhlala & Onisimo Mutanga
Pages: 3955-3980
Published online: 22 Feb 2021
AbstractforPredicting medicinal phytochemicals of Moringa oleifera using hyperspectral reflectance of tree canopies | Full Text | References | PDF (5.8 MB) | EPUB
  • 363 Views
  • 6 CrossRef citations
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Article
Adversarial Discriminative Active Deep Learning for Domain Adaptation in Hyperspectral Images Classification
Arash Saboori & Hassan Ghassemian
Pages: 3981-4003
Published online: 22 Feb 2021
AbstractforAdversarial Discriminative Active Deep Learning for Domain Adaptation in Hyperspectral Images Classification | Full Text | References | PDF (8.8 MB) | EPUB
  • 440 Views
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