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International Journal of Digital Earth Volume 13, 2020 - Issue 12
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The construction of personalized virtual landslide disaster environments based on knowledge graphs and deep neural networks

Yunhao Zhanga Faculty of Geosciences and Environmental Engineering, Southwest Jiaotong University, Chengdu, Sichuan, People’s Republic of ChinaView further author information
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Jun Zhua Faculty of Geosciences and Environmental Engineering, Southwest Jiaotong University, Chengdu, Sichuan, People’s Republic of ChinaCorrespondence[email protected]
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Qing Zhua Faculty of Geosciences and Environmental Engineering, Southwest Jiaotong University, Chengdu, Sichuan, People’s Republic of ChinaView further author information
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Yakun Xiea Faculty of Geosciences and Environmental Engineering, Southwest Jiaotong University, Chengdu, Sichuan, People’s Republic of ChinaView further author information
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Weilian Lia Faculty of Geosciences and Environmental Engineering, Southwest Jiaotong University, Chengdu, Sichuan, People’s Republic of ChinaView further author information
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Lin Fua Faculty of Geosciences and Environmental Engineering, Southwest Jiaotong University, Chengdu, Sichuan, People’s Republic of ChinaView further author information
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Junxiao Zhanga Faculty of Geosciences and Environmental Engineering, Southwest Jiaotong University, Chengdu, Sichuan, People’s Republic of ChinaView further author information
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Jianmei Tanb China Mobile Communications Sichuan Group Co., Ltd, Chengdu, Sichuan, People’s Republic of ChinaView further author information
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Pages 1637-1655 | Received 27 Feb 2020, Accepted 20 May 2020, Published online: 04 Jun 2020

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Jigang You, Jun Zhu, Weilian Li, Yukun Guo, Lin Fu & Pei Dang. (2023) ROI-constrained visualization of flood scenes to improve perception efficiency. International Journal of Digital Earth 16:1, pages 3065-3084.
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Jianlin Wu, Jun Zhu, Jinbin Zhang, Pei Dang, Weilian Li, Yukun Guo, Lin Fu, Jianbo Lai, Jigang You, YaKun Xie & Ce Liang. (2023) A dynamic holographic modelling method of digital twin scenes for bridge construction. International Journal of Digital Earth 16:1, pages 2404-2425.
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Weilian Li, Jun Zhu, Jan-Henrik Haunert, Lin Fu, Qing Zhu & Youness Dehbi. (2022) Three-dimensional virtual representation for the whole process of dam-break floods from a geospatial storytelling perspective. International Journal of Digital Earth 15:1, pages 1637-1656.
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Yulin Ding, Zhaowen Xu, Qing Zhu, Hankan Li, Yan Luo, Ying Bao, Lingjun Tang & Sen Zeng. (2022) Integrated data-model-knowledge representation for natural resource entities. International Journal of Digital Earth 15:1, pages 653-678.
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Heng Zhang, Wen Zhao, Zujie Han, Jun Zhu, Qing Zhu, Zhu Xu, Dejun Feng, Yongjun Song, Shufeng Song, Bo Zhang, Fengpin Jia, Yakun Xie, Yushan Quan, Junhu Zhang & Weilian Li. (2023) Knowledge‐guided digital twin modeling method of generating hierarchical scenes for a high‐speed railway. Transactions in GIS 27:7, pages 2017-2041.
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Yan Xiao, Congdong Li & Matthias Thürer. (2023) A patent recommendation method based on KG representation learning. Engineering Applications of Artificial Intelligence 126, pages 106722.
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Muhammad Junaid Anjum, Tayyaba Anees, Fatima Tariq, Momina Shaheen, Sabeen Amjad, Fareeha Iftikhar & Faizan Ahmad. (2023) Space-Air-Ground Integrated Network for Disaster Management: Systematic Literature Review. Applied Computational Intelligence and Soft Computing 2023, pages 1-20.
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Alexandros Vassiliades, Spyridon Symeonidis, Sotiris Diplaris, Georgios Tzanetis, Stefanos Vrochidis, Nick Bassiliades & Ioannis Kompatsiaris. (2023) XR4DRAMA Knowledge Graph: A Knowledge Graph for Disaster Management. XR4DRAMA Knowledge Graph: A Knowledge Graph for Disaster Management.
Sarra CHAIIR, Malika CHARRAD & Narjès BELLAMINE BEN SAOUD. (2023) Using Recommendation Systems in Disaster Management: A Systematic Literature Review. Procedia Computer Science 225, pages 1738-1747.
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Huiqing Wang, Fangfang Ji, Xiaoning Zhan, Chengxuan Tan & Chengjun Feng. (2022) Sensitivity evaluation of landslide geological hazards based on Multi-source Remote Sensing Data. Optik, pages 170481.
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Chuan Yin, Binyu Zhang, Wanzeng Liu, Mingyi Du, Nana Luo, Xi Zhai & Tu Ba. (2022) Geographic Knowledge Graph Attribute Normalization: Improving the Accuracy by Fusing Optimal Granularity Clustering and Co-Occurrence Analysis. ISPRS International Journal of Geo-Information 11:7, pages 360.
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Weilian Li, Jun Zhu, Saied Pirasteh, Qing Zhu, Lin Fu, Jianlin Wu, Ya Hu & Youness Dehbi. (2022) Investigations of disaster information representation from a geospatial perspective: Progress, challenges and recommendations. Transactions in GIS 26:3, pages 1376-1398.
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Wenjing Wang, Chunxiao Zhang, Heng Li & Ziwei Xiao. (2022) Construction of bilingual knowledge graph based on meteorological simulation. Transactions in GIS 26:3, pages 1355-1375.
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Huixin Zhang, Ya Hu, Jun Zhu, Lin Fu, Bingli Xu & Weilian Li. (2022) A gaze‐based interaction method for large‐scale and large‐space disaster scenes within mobile virtual reality. Transactions in GIS 26:3, pages 1280-1298.
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Ping Wang, Xingdong Deng, Yang Liu, Liang Guo, Jun Zhu, Lin Fu, Yakun Xie, Weilian Li & Jianbo Lai. (2022) A Knowledge Discovery Method for Landslide Monitoring Based on K-Core Decomposition and the Louvain Algorithm. ISPRS International Journal of Geo-Information 11:4, pages 217.
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Min Zhang & Juanle Wang. (2022) Global Flood Disaster Research Graph Analysis Based on Literature Mining. Applied Sciences 12:6, pages 3066.
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Shengfu Li, Cheng Liao, Yulin Ding, Han Hu, Yang Jia, Min Chen, Bo Xu, Xuming Ge, Tianyang Liu & Di Wu. (2021) Cascaded Residual Attention Enhanced Road Extraction from Remote Sensing Images. ISPRS International Journal of Geo-Information 11:1, pages 9.
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Heng Li, Chunxiao Zhang, Ziwei Xiao, Min Chen, Dequan Lu & Shuhui Liu. (2021) A Web-based geo-simulation approach integrating knowledge graph and model-services. Environmental Modelling & Software 144, pages 105160.
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Cheng Liao, Han Hu, Haifeng Li, Xuming Ge, Min Chen, Chuangnong Li & Qing Zhu. (2021) Joint Learning of Contour and Structure for Boundary-Preserved Building Extraction. Remote Sensing 13:6, pages 1049.
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Ziwei Xiao & Chunxiao Zhang. (2021) Construction of Meteorological Simulation Knowledge Graph Based on Deep Learning Method. Sustainability 13:3, pages 1311.
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