kywx
Kentucky AI Weather Engine

Kentucky AI Forecasting Beta

Fri, Sep 4
Forecast For

Saturday, September 5

Updated Aug 29, 7:15 AM EDT
Confidence
60%

Hot and Humid with Scattered Morning Sprinkles

A weak atmospheric disturbance will traverse Kentucky on September 5th, bringing a high probability of light rain showers and drizzle to much of the state. Despite the clouds, unseasonable summer heat will persist with highs in the 80s and 90s. Many areas may see rain evaporate before reaching the ground due to dry low-level air.

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

Confidence is high regarding the unseasonable heat, but lower regarding whether the high PoPs will translate into measurable rainfall at the surface due to sub-cloud evaporation (virga).

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
Hot with Afternoon Sprinkles
Rain
92°/ 74°

Northwest Pennyrile

NUISANCE
Owensboro, Henderson, Morganfield
Lingering Showers Possible
Rain
89°/ 73°

Southwest Pennyrile

Hopkinsville, Madisonville, Princeton
Dry and Humid South of the Parkway
Cloudy
92°/ 73°

Barren River

Bowling Green, Glasgow, Franklin
Warm and Mostly Dry
Cloudy
90°/ 72°

Louisville Metro

NUISANCE
Louisville, La Grange, Shepherdsville
Morning Drizzle in the Metro
Rain
88°/ 71°

Lincoln Trail

NUISANCE
Elizabethtown, Bardstown, Leitchfield
Brief Morning Showers
Rain
88°/ 71°

Lake Cumberland

NUISANCE
Somerset, Columbia, Monticello
Morning Rain Near the Lake
Rain
87°/ 69°

Northern Kentucky

Covington, Florence, Independence
Mostly Cloudy and Pleasant
Cloudy
84°/ 67°

Inner Bluegrass

NUISANCE
Lexington, Georgetown, Winchester
Morning Showers for Lexington
Rain
86°/ 68°

Bluegrass Foothills

NUISANCE
Richmond, Danville, Berea
Light Morning Rain
Rain
85°/ 68°

Northeast Kentucky

NUISANCE
Ashland, Morehead, Grayson
Overcast with Light Rain
Rain
82°/ 65°

Southeast Kentucky

NUISANCE
Hazard, Pikeville, Harlan
Light Morning Showers in the Mountains
Rain
83°/ 66°

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 the mid-level impulse slows and interacts with deeper Gulf moisture, precipitation totals could reach 0.10 to 0.25 inches, providing more substantial cooling relief and wetting the ground effectively.

💨

The 'Bust' Scenario

Should the sub-cloud dry layer remain more robust than modeled, the disturbance will pass as a 'dry front' with nothing more than mid-level cloud decks and trace sprinkles, leaving the heat entirely unchecked.

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 Virga Vendetta

Models are clashing over whether the low-level dry air will prevent rain from reaching the surface. The GFS shows widespread light accumulation (The 'Smear' Effect), while the Euro is much more conservative.

GFS
VS
EURO
VS
GEM
Why EURO Wins

The Euro handles moisture cutoffs and dry slots with higher precision in zonal flow regimes. Given the strong 'inverted-V' signal in soundings, the drier solution for surface accumulation is more physically sound.

Affected Regions
LOUISVILLE METROBLUEGRASS COREPURCHASE

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 vertical temperature stack follows a standard adiabatic lapse rate with no significant inversions. 850mb temperatures between 18-20C support afternoon surface highs in the 80s and 90s.

Thermal Boundary

The freezing line remains well above the tropospheric layer of concern, located above 14,000 feet.

Diurnal Trend

A strictly diurnal temperature curve is expected, though morning cloud cover in the east may slightly delay the initial heating ramp.

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 distinct surface frontal passage is expected. Wind shifts will be negligible with a weak pressure gradient in place.

Jet Stream Support

The jet stream is positioned well to the north, leaving Kentucky in a region of weak zonal flow with minimal upper-level divergence.

Energy Status

A weak mid-level shortwave trough is the primary catalyst for ascent, though vorticity remains disorganized.

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 atmospheric column shows shallow saturation between 850mb and 700mb, but significant dewpoint depressions at the surface suggest a high risk of virga.

Precipitation Character

Precipitation will be stratiform and very light, manifesting as drizzle or brief light rain showers without thunder.

Flooding Context

No hydrologic concerns exist as the ground is unsaturated and predicted totals are negligible.

Celestial Almanac

Moon Phase

Waning Crescent

36% Illumination
Moonrise
12:59 AM
Moonset
4:51 PM
Purchase Area
Sunrise
7:29 AM
Sunset
8:19 PM
Civil Dawn
7:03 AM
Civil Dusk
8:45 PM
Northwest Pennyrile
Sunrise
7:23 AM
Sunset
8:14 PM
Civil Dawn
6:56 AM
Civil Dusk
8:40 PM
Southwest Pennyrile
Sunrise
7:25 AM
Sunset
8:14 PM
Civil Dawn
6:59 AM
Civil Dusk
8:41 PM
Barren River
Sunrise
7:21 AM
Sunset
8:10 PM
Civil Dawn
6:55 AM
Civil Dusk
8:37 PM
Louisville Metro
Sunrise
7:17 AM
Sunset
8:09 PM
Civil Dawn
6:50 AM
Civil Dusk
8:35 PM
Lincoln Trail
Sunrise
7:18 AM
Sunset
8:09 PM
Civil Dawn
6:51 AM
Civil Dusk
8:35 PM
Lake Cumberland
Sunrise
7:13 AM
Sunset
8:03 PM
Civil Dawn
6:47 AM
Civil Dusk
8:29 PM
Northern Kentucky
Sunrise
7:11 AM
Sunset
8:04 PM
Civil Dawn
6:44 AM
Civil Dusk
8:31 PM
Inner Bluegrass
Sunrise
7:12 AM
Sunset
8:03 PM
Civil Dawn
6:45 AM
Civil Dusk
8:30 PM
Bluegrass Foothills
Sunrise
7:11 AM
Sunset
8:02 PM
Civil Dawn
6:45 AM
Civil Dusk
8:29 PM
Northeast Kentucky
Sunrise
7:04 AM
Sunset
7:56 PM
Civil Dawn
6:37 AM
Civil Dusk
8:23 PM
Southeast Kentucky
Sunrise
7:07 AM
Sunset
7:58 PM
Civil Dawn
6:41 AM
Civil Dusk
8:24 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
GFS • Radar
Sep 5, 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.