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Civil & Environmental Engineering

Earthquake detection and early warning prediction using folium and Geopandas

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Article: 2345301 | Received 06 Feb 2024, Accepted 12 Apr 2024, Published online: 04 May 2024

References

  • Al Amin, A., Mahmudul Hasan, Kazi Sinthia Kabir, Tanzila Choudhury, & A. B. M. Alim Al Islam. (2015). Early detection of earthquake using satellite based quantum computing [Paper presentation]. 2015 4th International Conference on Computer Science and Network Technology (ICCSNT), (pp. 1079–82). https://doi.org/10.1109/ICCSNT.2015.7490923
  • Alphonsa, A., & Ravi, G. (2016). Earthquake early warning system by IOT using Wireless sensor networks [Paper presentation]. 2016 International Conference on Wireless Communications, Signal Processing and Networking (WiSPNET), (pp. 1201–1205). Chennai, India. https://doi.org/10.1109/WiSPNET.2016.7566327
  • Chandrakant, N., Poojar, S., Deepa Shenoy, P., Venugopal, K. R., & Patnaik, L. M. (2012). Middleware service oriented earthquake detection in advance using WSNs [Paper presentation]. 2012 Fourth International Conference on Advanced Computing (ICoAC), (pp. 1–8). Chennai, India. https://doi.org/10.1109/ICoAC.2012.6416857
  • Chin, T. L., Chen, K. Y., Chen, D. Y., & Lin, D. E. (2020). Intelligent real-time earthquake detection by recurrent neural networks. IEEE Transactions on Geoscience and Remote Sensing, 58(8), 5440–5449. https://doi.org/10.1109/TGRS.2020.2966012
  • Cho, S., Ahn, J. K., & Hwang, E. H. (2022). Optimization of network-based earthquake early warning systems on the Korean Peninsula. IEEE Access, 10, 83931–83939. https://doi.org/10.1109/ACCESS.2022.3197661
  • Kislov, K., Vinberg, F., Kushnir, A., & Gravirov, V. (2012). Early warning system and man-made noise [Paper presentation]. 2012 IV International Conference "Problems of Cybernetics and Informatics" (PCI), (pp. 1–4). Baku, Azerbaijan. https://doi.org/10.1109/ICPCI.2012.6486342
  • Kong, Q., Allen, R. M., Schreier, L., & Kwon, Y. W. (2016). MyShake: A smartphone seismic network for earthquake early warning and beyond. Science Advances, 2(2), e1501055. https://doi.org/10.1126/sciadv.1501055
  • Krishna Bhargavi, Y., Dr.Ssr Murthy, Y., Dr., & Srinivasa Rao, O. (2021). A real and accurate semantic search indexing approach using ASVM machine in big data analytics. International Journal of Engineering Trends and Technology, 69(2), 144–159. https://doi.org/10.14445/22315381/IJETT-V69I2P221
  • Kwon, Y. W., Ahn, Jae-Kwang, Lee, Jimin, & Lee, Chul-Ho. (2020). Earthquake early warning using low-cost MEMS sensors [Paper presentation]. IGARSS 2020–2020 IEEE International Geoscience and Remote Sensing Symposium, (pp. 6635–6637). https://doi.org/10.1109/IGARSS39084.2020.9323438
  • Maddaloni, G., Caterino, N., & Occhiuzzi, A. (2013). Smart passive control of seismic structural vibrations exploiting early warning information [Paper presentation]. 2013 IEEE Workshop on Environmental Energy and Structural Monitoring Systems, (pp. 1–5). Trento, Italy. https://doi.org/10.1109/EESMS.2013.6661700
  • Mehrazarin, S., Bin Tang, K. Leyba, Jianchao Han & Beheshti, M. (2016). A MacBook based earthquake early warning system [Paper presentation]. 2016 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), (pp. 1029–1030). https://doi.org/10.1109/INFCOMW.2016.7562237
  • Mousavi, S. M., & Beroza, G. C. (2020). A machine‐learning approach for earthquake magnitude estimation. Geophysical Research Letters, 47(1), e2019GL085976. https://doi.org/10.1029/2019GL085976
  • Ohsumi, T. (2013). Development of real-time damage estimation system for embankment using earthquake early warning [Paper presentation]. 2013 International Conference on Signal-Image Technology & Internet-Based Systems, (pp. 854–859). Kyoto, Japan. https://doi.org/10.1109/SITIS.2013.139
  • Pirenne, B., Rosenberger, A., Guillemot, E., & Jenkyns, R. (2014). The web-enabled awareness research network (WARN) project early earthquake and tsunami warning at ocean networks Canada [Paper presentation]. Oceans - St. John’s, (pp. 1–7). https://doi.org/10.1109/OCEANS.2014.7003176
  • Saad, O. M., & Shalaby, A., et al. (2017) Automatic arrival time detection for earthquakes based on logarithmic transformation [Paper presentation]. 2017 29th International Conference on Microelectronics (ICM), (pp. 1–4). https://doi.org/10.1109/ICM.2017.8268867
  • Saad, O. M., Chen, Y., Trugman, D., Soliman, M. S., Samy, L., Savvaidis, A., Khamis, M. A., Hafez, A. G., Fomel, S., & Chen, Y. (2022). Machine learning for fast and reliable source-location estimation in earthquake early warning. IEEE Geoscience and Remote Sensing Letters, 19, 1–5. https://doi.org/10.1109/LGRS.2022.3142714
  • Saad, O. M., Hafez, A. G., & Soliman, M. S. (2021). Deep learning approach for earthquake parameters classification in earthquake early warning system. IEEE Geoscience and Remote Sensing Letters, 18(7), 1293–1297. https://doi.org/10.1109/LGRS.2020.2998580
  • Saad, O. M., Shalaby, A., & Sayed, M. S. (2017). Automatic arrival time detection for earthquakes based on fuzzy possibilistic C-Means clustering algorithm [Paper presentation]. 2017 8th International Conference on Recent Advances in Space Technologies (RAST), (pp. 143–148). Istanbul, Turkey. https://doi.org/10.1109/RAST.2017.8003001
  • Sherki, Y., Gaikwad, N., Chandle, J., & Kulkarni, A. (2015). Design of real time sensor system for detection and processing of seismic waves for earthquake early warning system [Paper presentation]. 2015 International Conference on Power and Advanced Control Engineering (ICPACE), (pp. 285–289). Bengaluru, India. https://doi.org/10.1109/ICPACE.2015.7274959
  • Suprijanto, T., Istiana, Hariyanto., & N. A., Dian. (2013). Detection of P-wave on broadband seismometer using discrete wavelet denoising [Paper presentation]. 2013 3rd International Conference on Instrumentation Control and Automation (Ica), (pp. 110–114). Ungasan, Indonesia. https://doi.org/10.1109/ICA.2013.6734055
  • Umar, Z., Ahmad, A., & Akib, W. A. A. W. M. (2013). Early warning system for landslide hazard caused by earthquake and rainfall in West Sumatera Province, Indonesia [Paper presentation]. IEEE International Conference on Control System, Computing and Engineering, (pp. 541–546). Penang, Malaysia. https://doi.org/10.1109/ICCSCE.2013.6720024
  • Wu, L., Liu, S., Wu, L., Li, J., Dong, Y., & Xu, X. (2007). Theoretical analysis to impending tectonic earthquake warning based on satellite infrared anomaly [Paper presentation]. 2007 IEEE International Geoscience and Remote Sensing Symposium, (pp. 3723–3727). Barcelona, Spain. https://doi.org/10.1109/IGARSS.2007.4423652
  • Wu, S., Yamada, M., Tamaribuchi, K., & Beck, J. L. (2015). Multi-events earthquake early warning algorithm using a Bayesian approach. Geophysical Journal International, 200(2), 791–808. https://doi.org/10.1093/gji/ggu437
  • Zhang, X., Zhang, J., Yuan, C., Liu, S., Chen, Z., & Li, W. (2020). Locating induced earthquakes with a network of seismic stations in Oklahoma via a deep learning method. Scientific Reports, 10(1), 1941. https://doi.org/10.1038/s41598-020-58908-5