Evaluation of the framework's performance in different

The gap

Evidence profile

Sourced from the future-work section and stated research gap and limitations section of the source papers, classified as general, spanning 6 journals.

Supporting evidence — 8 representative gaps

• Coupled coastal modelling system and particle tracking model for shoreline morphodynamics and management at the Kitchener Drain Outlet, Northern Nile Delta, Egypt (2026) · Environmental Earth Sciences · doi

  Future research should focus on validating the model with field data. Future research should explore the application of the model to other coastal systems. Future research should investigate the impacts of other factors, such as biological processes or human activities, on shoreline morphodynamics.

  generalfuture-work section
  Keywords: future research focus validating model field data explore
• Analisis Morfologi dan Desain Pengaman Pantai Mokupa Kawasan Manado Beach Hotel (2026) · Edutik : Jurnal Pendidikan Teknologi Informasi dan Komunikasi · doi

  There is a lack of studies on coastal erosion and protection in the study area. There is a need for a comprehensive analysis of the coastal erosion problem in the study area. There is a need for a suitable alternative for coastal protection, which can be used as a guideline for future coastal protection projects.

  generalstated research gapevidence 5/5
  Keywords: there lack studies coastal erosion protection study area
• Analisis Morfologi dan Desain Pengaman Pantai Mokupa Kawasan Manado Beach Hotel (2026) · Edutik : Jurnal Pendidikan Teknologi Informasi dan Komunikasi · doi

  Future research should focus on the socio-economic impacts of coastal erosion and the proposed mitigation measures. Future research should also focus on the long-term effectiveness of the proposed mitigation measures. Future research should consider the use of other modeling techniques, such as machine learning algorithms, to simulate the coastal erosion and protection.

  generalfuture-work sectionevidence 5/5
  Keywords: future research focus socio-economic impacts coastal erosion proposed
• Analisis Morfologi dan Desain Pengaman Pantai Mokupa Kawasan Manado Beach Hotel (2026) · Edutik : Jurnal Pendidikan Teknologi Informasi dan Komunikasi · doi

  The study is limited to the coastal area of Pantai Mokupa. The study uses a combination of field observations and modeling techniques, which may have some limitations. The study does not consider the socio-economic impacts of coastal erosion and the proposed mitigation measures.

  generallimitations sectionevidence 5/5
  Keywords: study limited coastal area pantai mokupa uses combination
• Machine learning applications for modeling and mapping soil erosion in tropical regions (2026) · ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences · doi

  Future studies can apply the proposed methodological framework to other environmental settings. Future studies can explore the use of other machine learning algorithms for soil erosion susceptibility mapping. Future studies can investigate the impact of anthropogenic activities on soil erosion susceptibility.

  generalfuture-work sectionevidence 5/5
  Keywords: future studies apply proposed methodological framework other environmental
• Analisis Spasial Potensi Genangan Banjir Rob Akibat Kenaikan Muka Air Laut di Pesisir Utara Kabupaten Gresik (2026) · JURNAL TEKNIK HIDRAULIK · doi

  Future studies can apply the approach used in this study to other coastal areas. Further research can investigate the impacts of tidal flooding on coastal ecosystems and communities. The study's findings can be used to inform coastal management and planning, and to develop strategies to mitigate the impacts of tidal flooding.

  generalfuture-work sectionevidence 5/5
  Keywords: future studies apply approach used study other coastal
• Spatiotemporal mapping of wind erosion using multi-source remote sensing and machine learning (2026) · International Journal of Environmental Science and Technology · doi

  Evaluation of the framework's performance in different regions. Investigation of the impact of climate change on wind erosion. Development of more advanced machine learning algorithms for wind erosion assessment.

  generalfuture-work sectionevidence 5/5
  Keywords: evaluation framework performance different regions investigation impact climate
• PROCESSO DE ANTROPIZAÇÃO E EROSÃO COSTEIRA DA ORLA DE PIUMA, ESPÍRITO SANTO, BRASIL (2026) · Revista Tópicos · doi

  Further studies on the impacts of coastal erosion on local ecosystems and economies. Research on the effectiveness of integrated management strategies for coastal conservation. Investigations on the role of climate change in coastal erosion.

  generalfuture-work sectionevidence 5/5
  Keywords: further studies impacts coastal erosion local ecosystems economies

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