To apply the framework to other areas in Bangladesh

The gap

Evidence profile

Sourced from the future-work section and abstract of the source papers, classified as general, drawn from work published between 2002 and 2026, spanning 3 journals. Those papers have been cited 134 times in total.

Supporting evidence — 3 representative gaps

• Geospatial analysis of flooding events using Sentinel-1 and Sentinel-2 data: a tale of two South African cities (2026) · Environmental Monitoring and Assessment · doi

  Further research is needed to validate the findings of this study. The development of more accurate and reliable flood mapping and risk management systems is necessary. The integration of Earth Observation data with other data sources, such as ground-based sensors and social media, can improve flood monitoring and risk management.

  generalfuture-work section
  Keywords: further research needed validate findings study development accurate
• A GeoAI framework for coastal flood risk assessment: integrating remote sensing and socioeconomic data (2026) · Frontiers in Climate · doi

  To apply the framework to other areas in Bangladesh and other countries. To integrate other data sources, such as social media and crowd-sourced data, to improve the accuracy of flood risk prediction. To develop a real-time flood risk monitoring system using the framework.

  generalfuture-work sectionevidence 5/5
  Keywords: apply framework other areas bangladesh countries integrate data
• Managing flood risk in the UK: towards an integration of social and technical perspectives (2002) · Transactions of the Institute of British Geographers · cited 134× · doi

  Despite the important link between assessments of exposure to flooding (hazard assessments) and issues of societal vulnerability, this link has rarely been explored in detail and has often been reflected in policy terms by a highly technocratic approach to flood risk management.

  generalabstractevidence 4/5
  Keywords: link assessments despite important exposure flooding hazard issues societal vulnerability rarely explored detail often reflected

Questions about this gap