kywx
Kentucky AI Weather Engine

Kentucky AI Forecasting Beta

Sat, May 9
Mon, May 11
Forecast For

Sunday, May 10

Updated May 10, 6:50 AM EDT
Confidence
70%

A Tale of Two Kentuckys: Sun West, Light Showers East

A weak mid-level disturbance will track across the Commonwealth today, leading to a stark contrast in conditions. Western Kentucky will enjoy sunshine and very warm temperatures, while central and eastern regions deal with increasing cloud cover and scattered light rain showers. No severe weather is expected, with precipitation remaining light and nuisance-level.

Why is this happening?
Technical explanation of the atmospheric setup
Confidence Assessment

Confidence is high for a warm, spring-like day. However, confidence is lower regarding the exact western extent and timing of light rain showers, as the GEM model remains a dry outlier and surface-level dry air may impede precipitation reaching the ground.

Get Personalized Forecasts

Choose which region in Kentucky you're interested in and we'll always show you that one first. You can change your selected region by clicking the "Star" icon on any regional forecast.

Purchase Area

Paducah, Murray, Mayfield
Sunny and Warm
Sunny
79°/ 57°

Northwest Pennyrile

Owensboro, Henderson, Morganfield
Mostly Sunny and Pleasant
Sunny
74°/ 57°

Southwest Pennyrile

Hopkinsville, Madisonville, Princeton
Warm with Increasing Evening Clouds
Sunny
78°/ 55°

Barren River

Bowling Green, Glasgow, Franklin
Warm and Breezy Afternoon
Cloudy
77°/ 53°

Louisville Metro

Louisville, La Grange, Shepherdsville
Mostly Cloudy and Mild
Cloudy
74°/ 58°

Lincoln Trail

NUISANCE
Elizabethtown, Bardstown, Leitchfield
Cloudy with Afternoon Drizzle Possible
Rain
72°/ 56°

Lake Cumberland

NUISANCE
Somerset, Columbia, Monticello
Scattered Light Showers
Rain
76°/ 52°

Northern Kentucky

Covington, Florence, Independence
Overcast with Stray Sprinkles
Cloudy
71°/ 56°

Inner Bluegrass

NUISANCE
Lexington, Georgetown, Winchester
Afternoon Showers Likely
Rain
72°/ 57°

Bluegrass Foothills

NUISANCE
Richmond, Danville, Berea
Passing Light Rain
Rain
73°/ 54°

Northeast Kentucky

NUISANCE
Ashland, Morehead, Grayson
Damp and Grey Afternoon
Rain
70°/ 56°

Southeast Kentucky

NUISANCE
Hazard, Pikeville, Harlan
Damp in the Mountains
Rain
78°/ 53°

Possible Outcomes

Weather forecasting involves uncertainty. Below are two scenarios representing the range of possible outcomes: the "Boom" scenario shows the worst-case/highest-impact result if conditions align unfavorably, while the "Bust" scenario shows the best-case/lowest-impact result if the forecast doesn't materialize as expected.

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The 'Boom' Scenario

If the shortwave energy is more concentrated and interacts more efficiently with the orographic lift in the Southeast Coalfields, localized rainfall totals could reach 0.25 to 0.40 inches, providing a more widespread dampening of the region.

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The 'Bust' Scenario

If the dry air at the surface wins, as suggested by the GEM, the system results in a 'virga event' where rain evaporates before hitting the ground, leaving most of the state dry with only mid-level cloudiness.

Model Disagreements

When models disagree, a call must be made to determine the most likely outcome. This decision is based on a combination of factors including model performance, historical data, and the models general accounting of each climatic region of Kentucky.

The Moisture Margin

A notable disagreement exists between the GEM and the rest of the model suite. The GEM maintains a strong subsidence inversion and high pressure, keeping the entire state bone-dry. The GFS, NAM, and Euro all identify a weak impulse sufficient for light rain.

GEM
VS
GFS
VS
EURO
Why EURO Wins

The Euro provides a middle-ground solution that accounts for the weak synoptic lift without the NAM's aggressive orographic bullseyes or the GEM's total moisture exclusion, which is likely too dry given the satellite-indicated moisture plume.

Affected Regions
BLUEGRASS CORENORTHEAST KYSOUTHEAST COALFIELDSLAKE CUMBERLAND

The Southeast Spigot

The NAM is forecasting over a quarter-inch of rain in the Southeast Coalfields due to terrain-induced lift, while global models (GFS/Euro) show less than a tenth of an inch.

NAM
VS
GFS
VS
EURO
Why UNCERTAIN Wins

While the NAM resolves the complex terrain of the Appalachian foothills better, it frequently overestimates totals in weak forcing environments. A blended approach is favored here.

Affected Regions
SOUTHEAST COALFIELDS

Technical Analysis

This section provides a deep, physics-based explanation of the weather. Our AI system analyzed multiple atmospheric layers and variables from all available models to synthesize this technical overview.

Below you'll find detailed breakdowns of the atmospheric dynamics that are driving today's forecast, including thermodynamics, kinematics, and hydrology.

Thermodynamics

Stability & Temperatures

How temperature changes with altitude. This determines whether precipitation falls as rain, snow, sleet, or freezing rain based on the vertical temperature profile.

Thermal Profile Overview

A standard warm-sector profile is in place with no significant inversions. Lapse rates are nearly adiabatic in the boundary layer, supporting efficient mixing and warm surface temperatures.

Thermal Boundary

The freezing line remains well north of the Great Lakes, leaving Kentucky in a deep warm air mass with 850mb temperatures between 10C and 12C.

Diurnal Trend

A standard diurnal curve is expected, though high-level cloud cover will slightly suppress peak heating in the east compared to the sunnier west.

Kinematics

Wind & Energy

Wind patterns and atmospheric energy. Frontal passages, jet stream positioning, and vorticity tell us where and when lift will generate precipitation.

Frontal Passage

No surface front is present. The wind shift and minor pressure fluctuations are solely due to a weak surface trough following the mid-level impulse.

Jet Stream Support

The right-entrance region of a 90kt jet streak over the Great Lakes provides broad synoptic lift, though it lacks the focus needed for heavy precipitation.

Energy Status

A series of weak vorticity maxima (approx 0.00047 s-1) are pivoting through the flow, concentrated primarily over the eastern half of the state.

Hydrology

Moisture & Precipitation

Moisture content and precipitation character. This reveals whether the atmosphere is saturated enough to produce precipitation, and what type to expect (steady vs. bursts).

Saturation Status

The column is saturated above 700mb in the east, but surface dewpoint depressions of 10-20F indicate a significant virga risk at the start of the event.

Precipitation Character

Precipitation will be strictly stratiform, manifesting as intermittent light rain or drizzle with no convective or lightning elements.

Flooding Context

No hydrologic risk exists. Soil is receptive and total accumulations are forecast to stay well below thresholds for runoff concerns.

Celestial Almanac

Moon Phase

Last Quarter

43% Illumination
Moonrise
3:15 AM
Moonset
2:24 PM
Purchase Area
Sunrise
6:51 AM
Sunset
8:52 PM
Civil Dawn
6:23 AM
Civil Dusk
9:20 PM
Northwest Pennyrile
Sunrise
6:44 AM
Sunset
8:47 PM
Civil Dawn
6:15 AM
Civil Dusk
9:16 PM
Southwest Pennyrile
Sunrise
6:47 AM
Sunset
8:47 PM
Civil Dawn
6:19 AM
Civil Dusk
9:15 PM
Barren River
Sunrise
6:43 AM
Sunset
8:43 PM
Civil Dawn
6:15 AM
Civil Dusk
9:12 PM
Louisville Metro
Sunrise
6:38 AM
Sunset
8:43 PM
Civil Dawn
6:08 AM
Civil Dusk
9:12 PM
Lincoln Trail
Sunrise
6:39 AM
Sunset
8:42 PM
Civil Dawn
6:10 AM
Civil Dusk
9:11 PM
Lake Cumberland
Sunrise
6:35 AM
Sunset
8:36 PM
Civil Dawn
6:07 AM
Civil Dusk
9:04 PM
Northern Kentucky
Sunrise
6:31 AM
Sunset
8:40 PM
Civil Dawn
6:01 AM
Civil Dusk
9:09 PM
Inner Bluegrass
Sunrise
6:33 AM
Sunset
8:37 PM
Civil Dawn
6:04 AM
Civil Dusk
9:07 PM
Bluegrass Foothills
Sunrise
6:33 AM
Sunset
8:36 PM
Civil Dawn
6:04 AM
Civil Dusk
9:05 PM
Northeast Kentucky
Sunrise
6:25 AM
Sunset
8:31 PM
Civil Dawn
5:55 AM
Civil Dusk
9:00 PM
Southeast Kentucky
Sunrise
6:29 AM
Sunset
8:31 PM
Civil Dawn
6:01 AM
Civil Dusk
8:59 PM

Dive Deeper Into the Models

This forecast is a synthesis of raw data from the NAM, GFS, ECMWF, and GEM models. These models provide detailed atmospheric analyses including 500mb vorticity, precipitation rates, and more. You can take a look at the raw model data by clicking the links below.