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Kentucky AI Weather Engine

Kentucky AI Forecasting Beta

Sun, May 10
Tue, May 12
Forecast For

Monday, May 11

Updated May 11, 6:56 AM EDT
Confidence
85%

Morning Showers South and East; Afternoon Sun Statewide

A progressive mid-level disturbance will traverse the Commonwealth this morning, bringing a swath of light to moderate rain showers primarily to areas south of the Ohio River and east of I-65. As this feature exits into the Appalachians by midday, rapid clearing will occur from west to east. A mild and pleasant spring afternoon is expected for all regions with seasonable temperatures.

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

High confidence in the overall evolution and timing of the system. The primary uncertainty is the exact northern extent of the measurable rain shield near the Ohio River and the influence of the terrain on final totals.

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
Bright and Pleasantly Warm
Sunny
75°/ 56°

Northwest Pennyrile

Owensboro, Henderson, Morganfield
Sunny Skies and Comfortable Temps
Sunny
73°/ 56°

Southwest Pennyrile

NUISANCE
Hopkinsville, Madisonville, Princeton
Early Morning Drizzle, Sunny Afternoon
Rain
74°/ 55°

Barren River

NUISANCE
Bowling Green, Glasgow, Franklin
Morning Showers Exit by Midday
Rain
72°/ 54°

Louisville Metro

Louisville, La Grange, Shepherdsville
Cloudy Start, Sunny Finish
Cloudy
73°/ 56°

Lincoln Trail

NUISANCE
Elizabethtown, Bardstown, Leitchfield
Brief Morning Rain; Improving Skies
Rain
72°/ 54°

Lake Cumberland

NUISANCE
Somerset, Columbia, Monticello
A Damp and Rainy Morning
Rain
69°/ 52°

Northern Kentucky

Covington, Florence, Independence
Mostly Sunny and Pleasant
Sunny
71°/ 51°

Inner Bluegrass

NUISANCE
Lexington, Georgetown, Winchester
Morning Sprinkles, Afternoon Sun
Rain
70°/ 53°

Bluegrass Foothills

NUISANCE
Richmond, Danville, Berea
Damp Start Followed by Sun
Rain
69°/ 51°

Northeast Kentucky

NUISANCE
Ashland, Morehead, Grayson
Morning Clouds and Trace Showers
Rain
69°/ 52°

Southeast Kentucky

NUISANCE
Hazard, Pikeville, Harlan
Soggy Morning in the Mountains
Rain
66°/ 50°

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.

💥

The 'Boom' Scenario

If orographic enhancement in the Southeast Coalfields is maximized and the shortwave slows, rainfall totals could exceed 0.50 inches in the mountains, with clouds lingering through sunset.

💨

The 'Bust' Scenario

If the mid-level dry slot arrives earlier than modeled, precipitation may manifest as little more than sprinkles or virga for the Bluegrass, with skies clearing before the morning commute ends.

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.

Cumberland Plateau QPF Peak

Disagreement exists on the magnitude of rainfall in the southeast. The Euro and GFS are more aggressive (0.25-0.35") due to stronger low-level convergence, while the NAM is more conservative (0.15-0.20").

NAM
VS
GFS
VS
EURO
Why EURO Wins

The Euro's handling of moisture transport into the terrain is generally more reliable in these progressive shortwave setups. Orographic lift will likely push totals toward the higher end of the spectrum.

Affected Regions
LAKE CUMBERLANDSOUTHEAST COALFIELDS

The Western Moisture Muddle

The GFS and GEM suggest widespread light precipitation (0.01-0.02") across the Purchase and Northwest Pennyrile, whereas the NAM and Euro maintain a dry solution for these regions.

NAM
VS
GFS
VS
EURO
Why EURO Wins

The GFS has a known 'Smear' bias for light precipitation in dry air environments. Given the significant dewpoint depressions in the lowest 3km, the drier Euro/NAM solutions are more physically consistent with a high-virga environment.

Affected Regions
PURCHASENORTHWEST PENNYRILE

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

The atmospheric column is solidly above freezing statewide. H850 temperatures are progged to remain between +10C and +12C. A standard adiabatic lapse rate will develop this afternoon as solar insolation increases following the cloud exit.

Thermal Boundary

The primary thermal boundary at the surface is ill-defined, though a weak trough axis moves from west to east through 18z, shifting winds from southwest to west-northwest.

Diurnal Trend

A standard diurnal curve will be observed, though morning rises will be muted in the eastern half of the state due to evaporative cooling from rainfall and thick cloud cover.

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

A weak surface trough passes through the morning hours. No significant temperature drop is associated with the passage; rather, it marks the transition to a drier air mass.

Jet Stream Support

Moderate support via the right-entrance region of a jet streak located over the Great Lakes, providing localized lift over the southern two-thirds of Kentucky.

Energy Status

A compact shortwave trough is the main energy source, with a vorticity lobe of approximately 1.8 x 10^-4 s^-1 traversing the Bluegrass region between 09z and 15z.

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 between the surface and 700mb for the southern and eastern regions during the morning. Significant mid-level drying (RH < 30%) follows the trough axis.

Precipitation Character

Precipitation will be strictly stratiform. Total lack of CAPE and stable mid-level lapse rates preclude any convective or thunderstorm activity.

Flooding Context

No hydrologic concerns. Total QPF is forecast to remain below 0.40 inches in even the wettest locations, and ground conditions are not currently at saturation.

Winter Physics

Accumulation & Layers

Specific physical factors affecting winter weather, including the vertical melt/freeze profile and snow quality.

Layer Analysis

The entire column remains well above freezing; no wintry layers are present.

Crystal Habit

N/A

Road Impact

N/A

Celestial Almanac

Moon Phase

Waning Crescent

32% Illumination
Moonrise
3:42 AM
Moonset
3:29 PM
Purchase Area
Sunrise
6:51 AM
Sunset
8:53 PM
Civil Dawn
6:22 AM
Civil Dusk
9:21 PM
Northwest Pennyrile
Sunrise
6:43 AM
Sunset
8:48 PM
Civil Dawn
6:14 AM
Civil Dusk
9:17 PM
Southwest Pennyrile
Sunrise
6:47 AM
Sunset
8:48 PM
Civil Dawn
6:18 AM
Civil Dusk
9:16 PM
Barren River
Sunrise
6:42 AM
Sunset
8:44 PM
Civil Dawn
6:14 AM
Civil Dusk
9:13 PM
Louisville Metro
Sunrise
6:37 AM
Sunset
8:44 PM
Civil Dawn
6:07 AM
Civil Dusk
9:13 PM
Lincoln Trail
Sunrise
6:38 AM
Sunset
8:43 PM
Civil Dawn
6:09 AM
Civil Dusk
9:12 PM
Lake Cumberland
Sunrise
6:35 AM
Sunset
8:37 PM
Civil Dawn
6:06 AM
Civil Dusk
9:05 PM
Northern Kentucky
Sunrise
6:30 AM
Sunset
8:41 PM
Civil Dawn
6:00 AM
Civil Dusk
9:11 PM
Inner Bluegrass
Sunrise
6:32 AM
Sunset
8:38 PM
Civil Dawn
6:03 AM
Civil Dusk
9:08 PM
Bluegrass Foothills
Sunrise
6:32 AM
Sunset
8:37 PM
Civil Dawn
6:03 AM
Civil Dusk
9:06 PM
Northeast Kentucky
Sunrise
6:24 AM
Sunset
8:32 PM
Civil Dawn
5:54 AM
Civil Dusk
9:01 PM
Southeast Kentucky
Sunrise
6:29 AM
Sunset
8:31 PM
Civil Dawn
6:00 AM
Civil Dusk
9:00 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.