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Volume 34 Issue 5
Oct 2023
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Journal of Earth Science  > 2023  >  34(5): 1323-1327.
Xiumian Hu, Yiwei Xu, Xiaogang Ma, Yunqiang Zhu, Chao Ma, Chao Li, Hairong Lü, Xinbing Wang, Chenghu Zhou, Chengshan Wang. Knowledge System, Ontology, and Knowledge Graph of the Deep-Time Digital Earth (DDE): Progress and Perspective. Journal of Earth Science, 2023, 34(5): 1323-1327. doi: 10.1007/s12583-023-1930-1
Citation: Xiumian Hu, Yiwei Xu, Xiaogang Ma, Yunqiang Zhu, Chao Ma, Chao Li, Hairong Lü, Xinbing Wang, Chenghu Zhou, Chengshan Wang. Knowledge System, Ontology, and Knowledge Graph of the Deep-Time Digital Earth (DDE): Progress and Perspective. Journal of Earth Science, 2023, 34(5): 1323-1327. doi: 10.1007/s12583-023-1930-1
shu

Knowledge System, Ontology, and Knowledge Graph of the Deep-Time Digital Earth (DDE): Progress and Perspective

doi: 10.1007/s12583-023-1930-1
  • 1.

    School of Earth Sciences and Engineering, Nanjing University, Nanjing 210023, China

  • 2.

    State Key Laboratory of Palaeobiology and Stratigraphy, Nanjing Institute of Geology and Palaeontology and Center for Excellence in Life and Paleoenvironment, Chinese Academy of Sciences, Nanjing 210008, China

  • 3.

    Department of Computer Science, University of Idaho, Moscow ID 83844, USA

  • 4.

    Institute of Geographical Science and Natural Resources, Chinese Academy of Sciences, Beijing 100101, China

  • 5.

    State Key Laboratory of Oil and Gas Reservoir Geology and Exploitation & Institute of Sedimentary Geology & College of Computer Science and Cyber Security, Chengdu University of Technology, Chengdu 610059, China

  • 6.

    IUGS Deep-Time Digital Earth Research Center of Excellence, Suzhou 215101, China

  • 7.

    Department of Automation, Tsinghua University, Beijing 100084, China

  • 8.

    School of Electronic, Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai 200240, China

  • 9.

    State Key Laboratory of Biogeology and Environmental Geology, China University of Geosciences, Beijing 100083, China

More Information
  • Corresponding author: Xiumian Hu, huxm@nju.edu.cn
  • Received Date: 29 Aug 2023
  • Accepted Date: 15 Sep 2023
    • Available Online: 14 Oct 2023
  • Issue Publish Date: 30 Oct 2023
    Abstract
    • Conflict of Interest
    The authors declare that they have no conflict of interest.
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    • References(34)
  • Abel, M., Goldberg, K., De Ros, L. F., 2012. Ontology-Based Rock Description and Interpretation. In: Perrin, M., Rainaud, J. -F., eds., Shared Earth Modeling: Knowledge Driven Solutions for Building and Managing Subsurface 3D Geological Models. Editions Technips, Paris, 261–278
    Aggarwal, C., 2021. Artificial Intelligence: A Textbook, Springer, Berlin
    Aidan, H., Eva, B., Michael, C., et al., 2022. Knowledge Graphs. ACM Computing Surveys, 54(4): 71, https://doi.org/10.1145/3447772
    Amit, S., 2012. Introducing the Knowledge Graph. Official Blog of Google
    Buttigieg, P. L., Mungall, C., Rueda, C., et al., 2018. SWEET Ontology Suite v3.0. 0: Development, Alignments and Use Cases. Abstract from American Association of Geographers 2018, New Orleans
    Chen, Q. Z., Yao, H., Li, S. W., et al., 2023. Fact-Condition Statements and Super Relation Extraction for Geothermic Knowledge Graphs Construction. Geoscience Frontiers, 14(5): 101412. https://doi.org/10. 1016/j.gsf.2022.101412 doi: 10.1016/j.gsf.2022.101412
    Gene Ontology Consortium, 2019. The Gene Ontology Resource: 20 Years and still Going Strong. Nucleic Acids Research, 47(D1): D330–D338. https://doi.org/10.1093/nar/gky1055
    Khider, D., Emile-Geay, J., McKay, N. P., et al., 2019. PaCTS 1.0: A Crowdsourced Reporting Standard for Paleoclimate Data. Paleoceanography and Paleoclimatology, 34(10): 1570–1596. https://doi.org/10.1029/2019pa003632
    Lexical Systems Group, 2018. The SPECIALIST Lexicon and NLP Tools. https://lhncbc.nlm.nih.gov/LSG
    Ma, C., Kale, A. S., Zhang, J. Y., et al., 2023. A Knowledge Graph and Service for Regional Geologic Time Standards. Geoscience Frontiers, 14(5): 101453. https://doi.org/10.1016/j.gsf.2022.101453
    Ma, K., Tian, M., Tan, Y. J., et al., 2023. Ontology-Based BERT Model for Automated Information Extraction from Geological Hazard Reports. Journal of Earth Science, 34(5): 1390–1405. https://doi.org/10.1007/s12583-022-1724-z
    Ma, X. G., Fox, P., 2013. Recent Progress on Geologic Time Ontologies and Considerations for Future Works. Earth Science Informatics, 6(1): 31–46. https://doi.org/10.1007/s12145-013-0110-x
    Ma, X., Mookerjee, M., Hsu, L., Hills, D., 2023. Recent Advancement in Geoinformatics and Data Science. Geological Society of America, Boulder. https://doi.org/10.1130/spe558
    Parsons, M. A., Duerr, R., Godøy, Ø., 2023. The Evolution of a Geoscience Standard: An Instructive Tale of Science Keyword Development and Adoption. Geoscience Frontiers, 14(5): 101400. https://doi.org/10.101 6/j.gsf.2022.101400 doi: 10.1016/j.gsf.2022.101400
    Qiu, Q. J., Huang, Z., Xu, D. X., et al., 2023a. Integrating NLP and Ontology Matching into a Unified System for Automated Information Extraction from Geological Hazard Reports. Journal of Earth Science, 34(5): 1433–1446. https://doi.org/10.1007/s12583-022-1716-z
    Qiu, Q. J., Wang, B., Ma, K., et al., 2023b. A Practical Approach to Constructing a Geological Knowledge Graph: A Case Study of Mineral Exploration Data. Journal of Earth Science, 34(5): 1374–1389. https://doi.org/10.1007/s12583-023-1809-3
    Shi, S. Z., Lü, H. R., Dong, S. C., et al., 2020. An Editing Platform of Geoscience Knowledge System. Geological Journal of China Universities, 26(4): 384–394 (in Chinese with English Abstract)
    Simons, B., Boisvert, E., Brodaric, B., et al., 2006. GeoSciML: Enabling the Exchange of Geological Map Data. ASEG Extended Abstracts, 2006(1): 1–4. https://doi.org/10.1071/aseg2006ab162
    Tang, X. M., Feng, Z. Q., Xiao, Y. T., et al., 2023. Construction and Application of an Ontology-Based Domain-Specific Knowledge Graph for Petroleum Exploration and Development. Geoscience Frontiers, 14(5): 101426. https://doi.org/10.1016/j.gsf.2022.101426
    Wang, C. S., Hazen, R. M., Cheng, Q. M., et al., 2021. The Deep-Time Digital Earth Program: Data-Driven Discovery in Geosciences. National Science Review, 8(9): nwab027. https://doi.org/10.1093/nsr/n wab027 doi: 10.1093/nsr/nwab027
    Wang, H., Zhong, H. T., Chen, A. Q., et al., 2023. A Knowledge Graph for Standard Carbonate Microfacies and Its Application in the Automatical Reconstruction of the Relative Sea-Level Curve. Geoscience Frontiers, 14(5): 101535. https://doi.org/10.1016/j.gsf.2023.101535
    Wang, R. J., Yan, Y. C., Wang, J. L., et al., 2018. AceKG: A Large-Scale Knowledge Graph for Academic Data Mining. Proceedings of the 27th ACM International Conference on Information and Knowledge Management. October 22–26, 2018, Torino, Italy. ACM, New York. https://doi.org/10.1145/3269206.3269252
    Wang, S., Zhu, Y. Q., Qi, Y. M., et al., 2023. A Unified Framework of Temporal Information Expression in Geosciences Knowledge System. Geoscience Frontiers, 14(5): 101465. https://doi.org/10.1016/j.gsf.202 2.101465 doi: 10.1016/j.gsf.2022.101465
    Xi, J. L., Wu, J., Wu, M. B., 2023. Design and Construction of Lightweight Domain Ontology of Tectonic Geomorphology. Journal of Earth Science, 34(5): 1350–1357. https://doi.org/10.1007/s12583-022-1779-x
    Xu, H. Q., Zhao, Y. Y., Huang, H., et al., 2023. A Comprehensive Construction of the Domain Ontology for Stratigraphy. Geoscience Frontiers, 14(5): 101461. https://doi.org/10.1016/j.gsf.2022.101461
    Xu, Y. W., Hu, X. M., Han, Z., 2023. Carbonate Ontology and Its Application for Integrating Microfacies Data. Journal of Earth Science, 34(5): 1328–1338. https://doi.org/10.1007/s12583-023-1808-4
    Yu, C. M., Zhang, L. M., Hou, M. C., et al., 2023. Climate Paleogeography Knowledge Graph and Deep Time Paleoclimate Classifications. Geoscience Frontiers, 14(5): 101450. https://doi.org/10.1016/j.gsf.202 2.101450 doi: 10.1016/j.gsf.2022.101450
    Zhang, L., Hou, M. C., Chen, A. Q., et al., 2023. Construction of a Fluvial Facies Knowledge Graph and Its Application in Sedimentary Facies Identification. Geoscience Frontiers, 14(2): 101521. https://doi.org/10. 1016/j.gsf.2022.101521 doi: 10.1016/j.gsf.2022.101521
    Zhang, L. N., Hou, Z. S., Shen, B. H., et al., 2023. Paleobiogeographic Knowledge Graph: An Ongoing Work with Fundamental Support for future Research. Journal of Earth Science, 34(5): 1339–1349. https://doi.org/10.1007/s12583-023-1845-z
    Zhang, X. B., Li, H., Liu, Q., et al., 2023. A New Machine-Learning Extracting Approach to Construct a Knowledge Base: A Case Study on Global Stromatolites over Geological Time. Journal of Earth Science, 34(5): 1358–1373. https://doi.org/10.1007/s12583-022-1801-3
    Zhou, C., Wang, H., Wang, C., et al., 2021. Prospects for the Research on Geoscience Knowledge Graph in the Big Data Era. Science China: Earth Sci., 51(7): 1070–1079 (in Chinese with English Abstract)
    Zhu, Y. Q., Dai, X. L., Yang, J., et al., 2023a. One-Stop Sharing and Service System for Geoscience Knowledge Graph. Geological Journal of China Universities, 29(3): 325–336 (in Chinese with English Abstract)
    Zhu, Y. Q., Sun, K., Hu, X. M., et al., 2023b. Research and Practice on the Framework for the Construction, Sharing, and Application of Large-Scale Geoscience Knowledge Graphs. Journal of Geo-information Science, 25(6): 1215–1227 (in Chinese with English Abstract)
    Zhu, Y. Q., Sun, K., Li, W. R., et al., 2023c. Comparative Analysis and Enlightenment of Geoscience Knowledge Graphs: A Perspective of Construction Methods and Contents. Geological Journal of China Universities, 29(3): 382–394 (in Chinese with English Abstract)
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