The study identifies a gap in the use

The gap

Evidence profile

Sourced from the future-work section and limitations section and stated research gap and stated challenges and abstract of the source papers, classified as general, drawn from work published between 2022 and 2026, spanning 7 journals. Those papers have been cited 3 times in total.

Supporting evidence — 8 representative gaps

• Probability assessment of potential earthquake-induced landslides in the Namche Barwa Syntaxis, eastern Himalaya (2026) · Natural Hazards · doi

  Further studies can focus on improving the spatial resolution of the Seismic Ground Motion Parameters Zonation Map of China. Future research can also explore the application of other models and methods for assessing earthquake-induced landslide hazards.

  generalfuture-work sectionevidence 5/5
  Keywords: further studies focus improving spatial resolution seismic ground
• Assessment of extreme subsurface hydrologic conditions captured during atmospheric river storms in the San Francisco Bay area (California, USA) with applications to shallow landslide early warning (2026) · Landslides · doi

  The study is limited to the San Francisco Bay area and may not be generalizable to other regions. The research relies on data from a limited number of monitoring sites. The study does not account for other factors that may contribute to landslide occurrence, such as human activity.

  generallimitations sectionevidence 5/5
  Keywords: study limited san francisco bay area generalizable other
• Integrating Physical Monitoring and Social Media Analytics for Multi-dimensional Perception of Landslide Hazards (2026) · Journal of Intelligent Decision Making and Granular Computing · doi

  Existing approaches primarily characterize the physical evolution of slopes and provide limited insight into post-disaster societal impacts and public responses. There is a lack of social dimensions in traditional monitoring data for landslide disasters.

  generalstated research gapevidence 5/5
  Keywords: existing approaches primarily characterize physical evolution slopes provide
• Erzincan Havzası’nın Frekans Oranı Yöntemine Göre Heyelan Duyarlılık Analizi (2026) · Afet ve Risk Dergisi · doi

  Landslides are a significant natural hazard that can cause loss of life and property. The Erzincan Basin is prone to landslides due to its geological and geomorphological characteristics. The study faces the challenge of analyzing landslide susceptibility using a limited number of parameters.

  generalstated challengesevidence 5/5
  Keywords: landslides significant natural hazard cause loss life property
• Earthquake Induced Landslide Identification to Support Landuse Planning in Rapid Growing Settlements Area of Imogiri and Dlingo Sub-District, Yogyakarta (2026) · Advances in Biology & Earth Sciences · doi

  The study identifies a gap in the use of a multi-parametric analytical framework to assess earthquake-induced landslide susceptibility. The integration of landuse change analysis is needed to predict the future exposure of elements at risk.

  generalstated research gapevidence 5/5
  Keywords: study identifies gap use multi-parametric analytical framework assess
• Earthquake Induced Landslide Identification to Support Landuse Planning in Rapid Growing Settlements Area of Imogiri and Dlingo Sub-District, Yogyakarta (2026) · Advances in Biology & Earth Sciences · doi

  Future research can focus on refining the multi-parametric analytical framework to improve the accuracy of landslide susceptibility assessment. The study suggests the need for further research on the integration of landuse change analysis and landslide susceptibility assessment.

  generalfuture-work sectionevidence 5/5
  Keywords: future research focus refining multi-parametric analytical framework improve
• Influence of river incision on landslides triggered in Nepal by the 2015 Gorkha earthquake: results from a pixel-based susceptibility model using inlabru (2026) · Frontiers in Earth Science · doi

  There is a need for a comprehensive framework for modelling earthquake-induced landslide susceptibility. Prior methods have limitations in terms of spatial data misalignment between covariates and landslide observations. There is a need for a method that can produce a forecast of landslide locations and corresponding areas from the ground motion model of a future earthquake.

  generalstated research gapevidence 5/5
  Keywords: there need comprehensive framework modelling earthquake-induced landslide susceptibility
• A case study in the research polygon in Glina and Dvor municipality, Croatia–landslide susceptibility assessment of geological units (2022) · Geologia Croatica · cited 3× · doi

  Because the research area is poorly studied regarding landslide susceptibility, relief, and drainage networks, these findings will be a step forward in recognising the relationship between them and creating a base for the development of a landslide susceptibility map for this area.

  generalabstractevidence 4/5
  Keywords: area landslide susceptibility poorly studied regarding relief drainage networks step forward recognising relationship them creating

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