International Journal of Digital Earth, Volume 12, Issue 11 (2019)

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International Journal of Digital Earth, Volume 12, Issue 11 (2019)

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Social Sensing and Big Data Computing for Disaster Management

Editorial

Editorial
Introduction to social sensing and big data computing for disaster management
Zhenlong Li, Qunying Huang & Christopher T. Emrich
Pages: 1198-1204
Published online: 09 Oct 2019
AbstractforIntroduction to social sensing and big data computing for disaster management | Full Text | References | PDF (640.2 KB) | EPUB
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Articles

Article
Identifying disaster-related tweets and their semantic, spatial and temporal context using deep learning, natural language processing and spatial analysis: a case study of Hurricane Irma
Muhammed Ali Sit, Caglar Koylu & Ibrahim Demir
Pages: 1205-1229
Published online: 03 Jan 2019
AbstractforIdentifying disaster-related tweets and their semantic, spatial and temporal context using deep learning, natural language processing and spatial analysis: a case study of Hurricane Irma | Full Text | References | PDF (4.3 MB) | EPUB | Supplemental
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Article
Deep learning for real-time social media text classification for situation awareness – using Hurricanes Sandy, Harvey, and Irma as case studies
Manzhu Yu, Qunying Huang, Han Qin, Chris Scheele & Chaowei Yang
Pages: 1230-1247
Published online: 10 Feb 2019
AbstractforDeep learning for real-time social media text classification for situation awareness – using Hurricanes Sandy, Harvey, and Irma as case studies | Full Text | References | PDF (2.8 MB) | EPUB
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Article
A visual–textual fused approach to automated tagging of flood-related tweets during a flood event
Xiao Huang, Cuizhen Wang, Zhenlong Li & Huan Ning
Pages: 1248-1264
Published online: 21 Sep 2018
AbstractforA visual–textual fused approach to automated tagging of flood-related tweets during a flood event | Full Text | References | PDF (3.3 MB) | EPUB | Supplemental
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Article
Rapid estimation of an earthquake impact area using a spatial logistic growth model based on social media data
Yandong Wang, Shisi Ruan, Teng Wang & Mengling Qiao
Pages: 1265-1284
Published online: 12 Jul 2018
AbstractforRapid estimation of an earthquake impact area using a spatial logistic growth model based on social media data | Full Text | References | PDF (3.9 MB) | EPUB
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Article
Mapping near-real-time power outages from social media
Huina Mao, Gautam Thakur, Kevin Sparks, Jibonananda Sanyal & Budhendra Bhaduri
Pages: 1285-1299
Published online: 23 Oct 2018
AbstractforMapping near-real-time power outages from social media | Full Text | References | PDF (2 MB) | EPUB
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Article
Social and geographical disparities in Twitter use during Hurricane Harvey
Lei Zou, Nina S. N. Lam, Shayan Shams, Heng Cai, Michelle A. Meyer, Seungwon Yang, Kisung Lee, Seung-Jong Park & Margaret A. Reams
Pages: 1300-1318
Published online: 02 Dec 2018
AbstractforSocial and geographical disparities in Twitter use during Hurricane Harvey | Full Text | References | PDF (3.7 MB) | EPUB
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Article
Population distribution modelling at fine spatio-temporal scale based on mobile phone data
Petr Kubíček, Milan Konečný, Zdeněk Stachoň, Jie Shen, Lukáš Herman, Tomáš Řezník, Karel Staněk, Radim Štampach & Šimon Leitgeb
Pages: 1319-1340
Published online: 02 Dec 2018
AbstractforPopulation distribution modelling at fine spatio-temporal scale based on mobile phone data | Full Text | References | PDF (5 MB) | EPUB
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Article
Discovering the relationship of disasters from big scholar and social media news datasets
Liang Zheng, Fei Wang, Xiaocui Zheng & Binbin Liu
Pages: 1341-1363
Published online: 25 Aug 2018
AbstractforDiscovering the relationship of disasters from big scholar and social media news datasets | Full Text | References | PDF (4.4 MB) | EPUB | Supplemental
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Article
A cyberGIS-enabled multi-criteria spatial decision support system: A case study on flood emergency management
Zhe Zhang, Hao Hu, Dandong Yin, Shakil Kashem, Ruopu Li, Heng Cai, Dylan Perkins & Shaowen Wang
Pages: 1364-1381
Published online: 16 Dec 2018
AbstractforA cyberGIS-enabled multi-criteria spatial decision support system: A case study on flood emergency management | Full Text | References | PDF (3 MB) | EPUB
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