Big Earth Data, Volume 5, Issue 1 (2021)

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Big Earth Data, Volume 5, Issue 1 (2021)

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Analytics of Big Geosocial Media and Crowdsourced Data

Editorial

Editorial
Analytics of big geosocial media and crowdsourced data
Songnian Li, Monica Wachowicz & Hongchao Fan
Pages: 1-4
Published online: 06 Apr 2021
First Page PreviewforAnalytics of big geosocial media and crowdsourced data | Full Text | References | PDF (1.3 MB) | EPUB
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Review Article

Article
A review of the use of geosocial media data in agent-based models for studying urban systems
Richard Wen & Songnian Li
Pages: 5-23
Published online: 10 Sep 2020
AbstractforA review of the use of geosocial media data in agent-based models for studying urban systems | Full Text | References | PDF (499 KB) | EPUB
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Research Articles

Article
Clustering spatio-temporal bi-partite graphs for finding crowdsourcing communities in IoMT networks
Kaine Black & Monica Wachowicz
Pages: 24-48
Published online: 12 Apr 2021
AbstractforClustering spatio-temporal bi-partite graphs for finding crowdsourcing communities in IoMT networks | Full Text | References | PDF (8.7 MB) | EPUB
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Article
An Interactive platform for low-cost 3D building modeling from VGI data using convolutional neural network
Hongchao Fan, Gefei Kong & Chaoquan Zhang
Pages: 49-65
Published online: 12 Apr 2021
AbstractforAn Interactive platform for low-cost 3D building modeling from VGI data using convolutional neural network | Full Text | References | PDF (5.9 MB) | EPUB
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Article
Text GCN-SW-KNN: a novel collaborative training multi-label classification method for WMS application themes by considering geographic semantics
Zhengyang Wei, Zhipeng Gui, Min Zhang, Zelong Yang, Yuao Mei, Huayi Wu, Hongbo Liu & Jing Yu
Pages: 66-89
Published online: 24 Feb 2021
AbstractforText GCN-SW-KNN: a novel collaborative training multi-label classification method for WMS application themes by considering geographic semantics | Full Text | References | PDF (8.9 MB) | EPUB
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Data Article

Article
A spatiotemporal data collection of viral cases for COVID-19 rapid response
Dexuan Sha, Yi Liu, Qian Liu, Yun Li, Yifei Tian, Fayez Beaini, Cheng Zhong, Tao Hu, Zifu Wang, Hai Lan, You Zhou, Zhiran Zhang & Chaowei Yang
Pages: 90-111
Published online: 30 Nov 2020
AbstractforA spatiotemporal data collection of viral cases for COVID-19 rapid response | Full Text | References | PDF (4.6 MB) | EPUB | Supplemental
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Research Articles

Article
A 100 m population grid in the CONUS by disaggregating census data with open-source Microsoft building footprints
Xiao Huang, Cuizhen Wang, Zhenlong Li & Huan Ning
Pages: 112-133
Published online: 14 Jul 2020
AbstractforA 100 m population grid in the CONUS by disaggregating census data with open-source Microsoft building footprints | Full Text | References | PDF (12.2 MB) | EPUB
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Article
The visual analytics of big, open public transport data – a framework and pipeline for monitoring system performance in Greater Sydney
Oliver Lock, Tomasz Bednarz & Christopher Pettit
Pages: 134-159
Published online: 08 Jul 2020
AbstractforThe visual analytics of big, open public transport data – a framework and pipeline for monitoring system performance in Greater Sydney | Full Text | References | PDF (3.7 MB) | EPUB
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