Applying the framework to other earthquake catalogs

The gap

Evidence profile

Sourced from the stated research gap and stated challenges and future-work section of the source papers, classified as general, spanning 3 journals.

Supporting evidence — 3 representative gaps

• Spatiotemporal Forecasting of Seismic Activity Trends Using Wiener Filtering and Artificial Neural Networks (2026) · Mathematics · doi

  The lack of accurate methods for predicting the timing, location, and magnitude of earthquakes - The limitations of traditional methods in capturing the complex tectonic background and active fault systems of the region - The need for a robust forecasting method that exhibits limited sensitivity to the length of the input time series

  generalstated research gap
  Keywords: lack accurate methods predicting timing location magnitude earthquakes
• Study on rockburst mechanism and risk identification for isolated working face in extra-thick coal seam fold zone (2026) · Scientific Reports · doi

  The complexity of the actual geological conditions. The limited understanding of the temporal evolution patterns and precursor characteristics of major seismic events. The need for more advanced numerical models and microseismic monitoring techniques.

  generalstated challengesevidence 5/5
  Keywords: complexity actual geological conditions limited understanding temporal evolution
• A multi-lag transfer entropy framework for seismic network analysis: persistent marmara isolation following the 2023 Kahramanmaraş sequence (2026) · The European Physical Journal Plus · doi

  Applying the framework to other earthquake catalogs and seismic data. Investigating the relationship between multi-lag transfer entropy and seismic hazard. Developing a real-time earthquake early warning system using the framework.

  generalfuture-work sectionevidence 5/5
  Keywords: applying framework other earthquake catalogs seismic data investigating

Questions about this gap