A predictive model that integrates variables
Research gap analysis derived from 4 earth_science papers in our local library.
The gap
There is a need for a predictive model that integrates variables such as climate, topography, environment, geology, and social factors. - Prior work has focused on specific aspects of landslides, but a comprehensive approach is lacking.
Evidence profile
Stated in the cells future research and cells research gap and abstract sections of the source papers, classified as general, drawn from work published between 2022 and 2026, spanning 3 journals. Those papers have been cited 3 times in total.
Research trend
Established — well-defined area with open sub-problems.
Supporting evidence — 4 representative gaps
- Tectonic and structural control of landslide hazards in the Outer Carpathian Mountains, Ukraine (2026) · Landslides · doi
Future research should focus on applying the integrated technique to other regions prone to landslide hazards. - Further studies should investigate the role of tectonics in landslide formation. - Research should aim to develop more effective hazard preparedness and landslide risk reduction strategies.
generalstated in cells future researchevidence 5/5Keywords: future research focus applying integrated technique other regions - DESLIZAMIENTO DE TIERRA, CAMBIO CLIMÁTICO E INTELIGENCIA ARTIFICIAL EXPLICABLE EN ZONAS ANDINO-AMAZÓNICAS VULNERABLES, MEDIANTE MODELADO ESPACIO-TEMPORAL (2026) · Revista Científica Multidisciplinaria InvestiGo · doi
There is a need for a predictive model that integrates variables such as climate, topography, environment, geology, and social factors. - Prior work has focused on specific aspects of landslides, but a comprehensive approach is lacking.
generalstated in cells research gapevidence 5/5Keywords: there need predictive model integrates variables climate topography - 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
Future research should investigate the application of the study's findings to other regions and contexts. - The study highlights the need for further research on the factors contributing to landslide early warning. - Future research should explore the development of effective landslide early warning systems.
generalstated in cells future researchevidence 5/5Keywords: future research investigate application study findings other regions - 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.
generalstated in abstractevidence 4/5Keywords: area landslide susceptibility poorly studied regarding relief drainage networks step forward recognising relationship them creating
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