GIScience & Remote Sensing, Volume 55, Issue 2 (2018)

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GIScience & Remote Sensing, Volume 55, Issue 2 (2018)

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Remote Sensing of Our Changing Landscapes with Geographic Object-based Image Analysis (GEOBIA)

Editorial

Editorial
Special issue: Remote sensing of our changing landscapes with Geographic Object-based Image Analysis (GEOBIA)
Gang Chen & Qihao Weng
Pages: 155-158
Published online: 09 Feb 2018
First Page PreviewforSpecial issue: Remote sensing of our changing landscapes with Geographic Object-based Image Analysis (GEOBIA) | Full Text | References | PDF (223.7 KB)
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Original Articles

Article
Geographic object-based image analysis (GEOBIA): emerging trends and future opportunities
Gang Chen, Qihao Weng, Geoffrey J. Hay & Yinan He
Pages: 159-182
Published online: 18 Jan 2018
AbstractforGeographic object-based image analysis (GEOBIA): emerging trends and future opportunities | Full Text | References | PDF (1.1 MB)
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Article
Using LiDAR and GEOBIA for automated extraction of eighteenth–late nineteenth century relict charcoal hearths in southern New England
Chandi Witharana, William B. Ouimet & Katharine M. Johnson
Pages: 183-204
Published online: 05 Feb 2018
AbstractforUsing LiDAR and GEOBIA for automated extraction of eighteenth–late nineteenth century relict charcoal hearths in southern New England | Full Text | References | PDF (1.8 MB)
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Article
Optimal spatial resolution of Unmanned Aerial Vehicle (UAV)-acquired imagery for species classification in a heterogeneous grassland ecosystem
Bing Lu & Yuhong He
Pages: 205-220
Published online: 05 Dec 2017
AbstractforOptimal spatial resolution of Unmanned Aerial Vehicle (UAV)-acquired imagery for species classification in a heterogeneous grassland ecosystem | Full Text | References | PDF (1.3 MB)
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Article

Article
Less is more: optimizing classification performance through feature selection in a very-high-resolution remote sensing object-based urban application
Stefanos Georganos, Tais Grippa, Sabine Vanhuysse, Moritz Lennert, Michal Shimoni, Stamatis Kalogirou & Eleonore Wolff
Pages: 221-242
Published online: 30 Nov 2017
AbstractforLess is more: optimizing classification performance through feature selection in a very-high-resolution remote sensing object-based urban application | Full Text | References | PDF (1.8 MB)
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Original Articles

Article
Comparing fully convolutional networks, random forest, support vector machine, and patch-based deep convolutional neural networks for object-based wetland mapping using images from small unmanned aircraft system
Tao Liu, Amr Abd-Elrahman, Jon Morton & Victor L. Wilhelm
Pages: 243-264
Published online: 19 Jan 2018
AbstractforComparing fully convolutional networks, random forest, support vector machine, and patch-based deep convolutional neural networks for object-based wetland mapping using images from small unmanned aircraft system | Full Text | References | PDF (1.6 MB)
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Article
Object-wise joint-classification change detection for remote sensing images based on entropy query-by fuzzy ARTMAP
Min Han, Chengkun Zhang & Yang Zhou
Pages: 265-284
Published online: 02 Feb 2018
AbstractforObject-wise joint-classification change detection for remote sensing images based on entropy query-by fuzzy ARTMAP | Full Text | References | PDF (1.5 MB)
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Article

Article
Using GeoEye-1 Imagery for Multi-Temporal Object-Based Detection of Canegrub Damage in Sugarcane Fields in Queensland, Australia
Kasper Johansen, Nader Sallam, Andrew Robson, Peter Samson, Keith Chandler, Lisa Derby, Allen Eaton & Jillian Jennings
Pages: 285-305
Published online: 22 Dec 2017
AbstractforUsing GeoEye-1 Imagery for Multi-Temporal Object-Based Detection of Canegrub Damage in Sugarcane Fields in Queensland, Australia | Full Text | References | PDF (2 MB)
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