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engineering2 papersavg year 2026quality 4/5

rainfall datasets events details extend

Research gap analysis derived from 2 engineering papers in our local library.

The gap

Future studies could extend this work by examining rainfall variability using higher-frequency datasets to capture short-duration extremes relevant to flash-flood early warning and urban drainage design.; Model performance is evaluated under different rainfall events, but specific details on the diversity, range, and number of validation datasets are not provided.

Research trend

Emerging — attention growing, methods still coalescing.

Supporting evidence — 2 representative gaps

  • Control-Oriented System Identification of Urban Drainage Dynamics for Flood Mitigation (2026) · doi

    Model performance is evaluated under different rainfall events, but specific details on the diversity, range, and number of validation datasets are not provided.

    Keywords: model performance evaluated different rainfall events specific details diversity range number validation datasets provided
  • Rainfall Variability Analysis Using Rolling Statistics in Chiang Rai Province (2026) · doi

    Future studies could extend this work by examining rainfall variability using higher-frequency datasets to capture short-duration extremes relevant to flash-flood early warning and urban drainage design.

    Keywords: future extend examining rainfall variability using higher frequency datasets capture short duration extremes relevant flash

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