kywx
Kentucky AI Weather Engine

Kentucky AI Forecasting Beta

Thu, Sep 3
Sat, Sep 5
Forecast For

Friday, September 4

Updated Aug 29, 7:14 AM EDT
Confidence
70%

Damp and Humid Conditions Prevail Across Kentucky

A weak atmospheric impulse will bring widespread but light rainfall to the Commonwealth, followed by a gradual clearing trend from west to east by late evening. Temperatures will remain warm and muggy with high humidity levels.

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

Confidence is high for the occurrence of rain but tempered by the forecast being six days out (-25) and the volatility of light rain/cloud cover timing (-5).

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

NUISANCE
Paducah, Murray, Mayfield
Morning Showers Tapering to Humid Clouds
Rain
91°/ 76°

Northwest Pennyrile

NUISANCE
Owensboro, Henderson, Morganfield
Light Rain Along the Ohio River
Rain
88°/ 75°

Southwest Pennyrile

NUISANCE
Hopkinsville, Madisonville, Princeton
Humid Day with Occasional Rain
Rain
90°/ 75°

Barren River

NUISANCE
Bowling Green, Glasgow, Franklin
Damp and Gray for Bowling Green
Rain
88°/ 74°

Louisville Metro

NUISANCE
Louisville, La Grange, Shepherdsville
Morning Commute Rain, Evening Drying
Rain
87°/ 73°

Lincoln Trail

NUISANCE
Elizabethtown, Bardstown, Leitchfield
Soggy Morning for the Lincoln Trail
Rain
87°/ 73°

Lake Cumberland

NUISANCE
Somerset, Columbia, Monticello
Rain Steadiest Through Mid-Day
Rain
85°/ 72°

Northern Kentucky

NUISANCE
Covington, Florence, Independence
Damp and Overcast Morning
Rain
85°/ 72°

Inner Bluegrass

NUISANCE
Lexington, Georgetown, Winchester
Morning Rain Tapering by Late Afternoon
Rain
85°/ 72°

Bluegrass Foothills

NUISANCE
Richmond, Danville, Berea
Consistently Wet Day in the Foothills
Rain
84°/ 71°

Northeast Kentucky

NUISANCE
Ashland, Morehead, Grayson
Persistent Morning and Midday Rain
Rain
83°/ 71°

Southeast Kentucky

NUISANCE
Hazard, Pikeville, Harlan
Mountain Showers and High Humidity
Rain
83°/ 70°

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 localized instability (CAPE) develops higher than current guidance, rainfall totals could exceed 0.50 inches in convective bursts, primarily in the Southeast Coalfields.

💨

The 'Bust' Scenario

If drier mid-level air filters in faster than modeled, precipitation may be limited to patchy drizzle and lingering cloud cover with minimal accumulation.

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 Smear Conflict

Disagreement exists regarding the southern extent and intensity of light rain. Global models differ on whether the column saturates fully or if mid-level dry air limits totals to trace amounts.

GFS
VS
EURO
VS
GEM
Why EURO Wins

The Euro handles dry slots and moisture cutoffs with higher precision than the GFS, which tends to over-forecast light precipitation coverage (the 'Smear' effect).

Affected Regions
PURCHASENORTHWEST PENNYRILESOUTHWEST PENNYRILE

Evening Clearing Progression

Timing differences in the shortwave exit affect when skies begin to clear for the evening commute in Central and Eastern Kentucky.

NAM
VS
EURO
VS
GFS
Why EURO Wins

Beyond the 48-hour window, global models like the Euro provide superior synoptic timing for weak wave exit speeds compared to the mesoscale NAM.

Affected Regions
LOUISVILLE METROBLUEGRASS CORENORTHEAST KY

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

Deep, warm, and moist vertical profile. The atmosphere follows a moist-adiabatic lapse rate with no significant inversions and freezing levels above 14k ft.

Thermal Boundary

A diffuse moisture boundary is stalled over the Ohio Valley, slowly pushing eastward through the day.

Diurnal Trend

Muted diurnal curve due to cloud cover and high surface dewpoints in the lower 70s. Warm overnight lows and suppressed afternoon highs.

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 organized cold front is present; winds remain light and southerly or variable.

Jet Stream Support

Broad, weak lift provided by the jet stream, most effective in the Northern and Northeast regions.

Energy Status

A compact but weak shortwave trough is pivoting through 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

Column is saturated from surface to approximately 600mb, minimizing virga risk.

Precipitation Character

Primarily stratiform light rain and drizzle without convective intensity.

Flooding Context

Low intensity of the event precludes any flash flooding or river concerns despite high regional soil moisture.

Celestial Almanac

Moon Phase

Last Quarter

47% Illumination
Moonrise
12:00 AM
Moonset
3:47 PM
Purchase Area
Sunrise
7:28 AM
Sunset
8:20 PM
Civil Dawn
7:02 AM
Civil Dusk
8:47 PM
Northwest Pennyrile
Sunrise
7:22 AM
Sunset
8:15 PM
Civil Dawn
6:55 AM
Civil Dusk
8:42 PM
Southwest Pennyrile
Sunrise
7:24 AM
Sunset
8:16 PM
Civil Dawn
6:58 AM
Civil Dusk
8:42 PM
Barren River
Sunrise
7:20 AM
Sunset
8:12 PM
Civil Dawn
6:54 AM
Civil Dusk
8:38 PM
Louisville Metro
Sunrise
7:16 AM
Sunset
8:10 PM
Civil Dawn
6:49 AM
Civil Dusk
8:37 PM
Lincoln Trail
Sunrise
7:17 AM
Sunset
8:10 PM
Civil Dawn
6:50 AM
Civil Dusk
8:37 PM
Lake Cumberland
Sunrise
7:12 AM
Sunset
8:04 PM
Civil Dawn
6:46 AM
Civil Dusk
8:31 PM
Northern Kentucky
Sunrise
7:10 AM
Sunset
8:06 PM
Civil Dawn
6:43 AM
Civil Dusk
8:33 PM
Inner Bluegrass
Sunrise
7:11 AM
Sunset
8:05 PM
Civil Dawn
6:44 AM
Civil Dusk
8:32 PM
Bluegrass Foothills
Sunrise
7:11 AM
Sunset
8:04 PM
Civil Dawn
6:44 AM
Civil Dusk
8:31 PM
Northeast Kentucky
Sunrise
7:03 AM
Sunset
7:58 PM
Civil Dawn
6:36 AM
Civil Dusk
8:25 PM
Southeast Kentucky
Sunrise
7:07 AM
Sunset
7:59 PM
Civil Dawn
6:40 AM
Civil Dusk
8:26 PM

Forecast Charts

These maps are generated by the weather agencies based on the raw data that the weather models predict. The final forecast is generated using the same raw data shown on the map. Keep in mind that the models (and therefore the maps) will generally disagree on specific parts of the forecast. Use these as guidance - not as a final prediction.

GFS Radar forecast
GFSRadar
Sep 4, 12 AM

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.