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Hydroclimatology

Under editorial review

Revisiting Kentucky’s extreme rainfall estimates

Comparing high-frequency Kentucky Mesonet observations with NOAA Atlas 14 precipitation-frequency estimates.

Nana O. Pinkrah · Sanskar Adhikari · Pyper Tobbe · Zachary J. Suriano

Network
66 stations
Observations
5 minutes
Durations
5–1,440 min
Return periods
2–100 years

The question

How do recent station observations compare with established rainfall-frequency estimates?

This study uses quality-controlled Kentucky Mesonet observations to characterize short-duration precipitation extremes and compare intensity–duration–frequency statistics with NOAA Atlas 14.

Data & methods

A closer look at
the approach.

The analysis identifies annual maximum precipitation across durations, fits Gumbel-based frequency estimates, and compares six spatially matched station pairs. It evaluates rainfall intensity across durations and return periods while recognizing uncertainty associated with record length.

Findings & context

What the work shows.

  • Quality-controlled observations from 66 stations support a statewide view of precipitation-frequency behavior.
  • Intensity–duration–frequency estimates cover durations from five minutes to one day and return periods from two to 100 years.
  • Paired Mesonet–Atlas 14 comparisons connect station observations with rainfall information used in flood-risk planning.

Under editorial review at the Journal of Applied and Service Climatology.

From the analysis

Research figures.

Select a figure to view it larger.

Kentucky Mesonet network and spatially paired NOAA Atlas 14 locations.
FIG. 01Kentucky Mesonet network and spatially paired NOAA Atlas 14 locations.
Statewide representative intensity–duration–frequency curves.
FIG. 02Statewide representative intensity–duration–frequency curves.
Rainfall intensity across durations and return periods.
FIG. 03Rainfall intensity across durations and return periods.
Spatial structure of precipitation-frequency estimates across durations.
FIG. 04Spatial structure of precipitation-frequency estimates across durations.

Keep exploring

WRF flood-event simulation

Research figure