Classification framework and semantic labeling for Big Earth Data

References

• Berners-Lee, T. (2007). Giant Global Graph. Decentralized Information Group Breadcrumbs, 6–11. http://dig.csail.mit.edu/breadcrumbs/node/215
   Google Scholar
• Berners-Lee, T., Hendler, J., & Lassila, O. (2001). The semantic web: A new form of web content that is meaningful to computers will unleash a revolution of new possibilities. Scientific American, 284(5), 34–43. doi:10.1038/scientificamerican0501-34
   PubMed Web of Science ®Google Scholar
• Bizer, C., Heath, T., & Berners-Lee, T. (2009). Linked data: The story so far. International Journal on Semantic Web and Information Systems, 5(3), 1–22. doi:10.4018/jswis.2009081901
   Web of Science ®Google Scholar
• Boulila, W., Farah, I. R., & Hussain, A. (2018). A novel decision support system for the interpretation of remote sensing big data. Earth Science Informatics, 11(1), 31–45. doi:10.1007/S12145-017-0313-7
   Web of Science ®Google Scholar
• Devlin, J., Chang, M. W., Lee, K., & Toutanova, K. (2018). Bert: Pre-training of Deep Bidirectional Transformers for Language Understanding. Comput.Sci. arXiv:1810.04805.
   Google Scholar
• Fang, C., Wang, Z. B., & Liu, H. M. (2019). Exploration on the theoretical basis and evaluation plan of Beautiful China construction. Acta Geographica Sinica, 74(4), 619–632. doi:10.11821/dlxb201904001
   Google Scholar
• Guo, H. (2017a). Big data drives the development of Earth science. Big Earth Data, 1(1–2), 1–3. doi:10.1080/20964471.2017.1405925
   Google Scholar
• Guo, H. (2017b). Big Earth data: A new frontier in Earth and information sciences. Big Earth Data, 1(1–2), 4–20. doi:10.1080/20964471.2017.1403062
   Google Scholar
• Guo, H. (2018). Steps to the digital Silk Road. Nature, 554, 25–27. doi:10.1038/d41586-018-01303-y
   PubMed Web of Science ®Google Scholar
• Guo, H. (2019). Big Earth Data Science Engineering Data Sharing Blue Book. Beijing: Science Press.
   Google Scholar
• Guo, H., Hackmann, H., & Gong, K. (2021). Big data in support of the Sustainable Development Goals: A celebration of the establishment of the International Research Center of Big Data for Sustainable Development Goals (CBAS). Big Earth Data, 5(3), 259–262. doi:10.1080/20964471.2021.1962621
   Google Scholar
• Liang, D., Guo, H., Zhang, L., Li, H., & Wang, X. (2021). Sentinel-1 EW mode dataset for Antarctica from 2014–2020 produced by the CASEarth Cloud Service Platform. Big Earth Data, 1–16. doi:10.1080/20964471.2021.1976706
   Google Scholar
• Liao, S., & Jiang, L. (2005). Research on Earth System Science Data Classification System. Advances in Geographical Sciences, 24(6), 93–98. doi:10.11820/dlkxjz.2005.06.011
   Google Scholar
• Liu, Z. Y., Han, X., & Sun, M. S. (2020). Knowledge graph and Deep learning. Beijing: Tsinghua University Press.
   Google Scholar
• Mazzetti, P., Nativi, S., Santoro, M., Giuliani, G., Rodila, D., Folino, A., Lehmann, A. … Lehmann, A. (2022). Knowledge formalization for earth science informed decision-making: The Geoessential knowledge base. Environmental Science & Policy, 131, 93–104. doi:10.1016/j.envsci.2021.12.023
   Web of Science ®Google Scholar
• Mezni, H., Driss, M., Boulila, W., Atitallah, S. B., Sellami, M., & Alharbi, N. (2022). Smartwater: A service-oriented and sensor cloud-based framework for smart monitoring of water environments. Remote Sensing, 14(4), 922.
   Web of Science ®Google Scholar
• Nagendra, K. S., Bukhres, O., Sikkupparbathyam, S., Areal, M., Miled, Z. B., Olsen, L., Major, G. … Major, G. (2001). NASA Global Change Master Directory: An implementation of asynchronous management protocol in a heterogeneous distributed environment. Proceedings 3rd International Symposium on Distributed Objects and Applications (pp. 136–145). IEEE. doi:10.1109/DOA.2001.954079
   Google Scholar
• Nativi, S., Santoro, M., Giuliani, G., & Mazzetti, P. (2019). Towards a knowledge base to support global change policy goals. International Journal of Digital Earth 13(2):29 .
   PubMed Web of Science ®Google Scholar
• Nilsson, M., Chisholm, E., Griggs, D., Howden-Chapman, P., McCollum, D., Messerli, P., Stafford-Smith, M. … Stafford-Smith, M. (2018). Mapping interactions between the sustainable development goals: Lessons learned and ways forward. Sustainability Science, 13(6), 1489–1503.
   PubMed Web of Science ®Google Scholar
• Wang, J., Lin, H., Ran, Y., Zhou, Y., Song, J., & Du, J. (2014). Discussion on data classification of Earth system science for data sharing. Advances in Earth Science, 29(2), 265–274. doi:10.11867/j.issn.1001-8166.2014.02.0265
   Google Scholar
• Wang, J., Wei, H., Cheng, K., Ge, L., Ochir, A., Bian, L., Nasanbat, E. … Nasanbat, E. (2019). Spatio-temporal pattern of land degradation along the China-Mongolia railway (Mongolia). Sustainability, 11(9), 2705. doi:10.3390/su11092705
   Web of Science ®Google Scholar
• Wilkinson, M. D., Dumontier, M., Aalbersberg, I. J. J., Appleton, G., Axton, M., Baak, A., Mons, B. … Mons, B. (2016). The FAIR Guiding Principles for scientific data management and stewardship. Scientific Data, 3(1), 1–9. doi:10.1038/sdata.2016.18
   Web of Science ®Google Scholar
• Wu, A., Che, T., Li, X., & Zhu, X. (2021). A ship navigation information service system for the Arctic Northeast Passage using 3D GIS based on big Earth data. Big Earth Data, 1–27. doi:10.1080/20964471.2021.1981197
   Google Scholar
• Wybrands, M., Frohmann, F., Andree, M., & Gómez, J. M. (2021). WISdoM: An information system for water management//advances and New Trends in Environmental Informatics (pp. 131–146). Cham: Springer.
   Google Scholar