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Kentucky AI Weather Engine

Kentucky AI Forecasting Beta

Tue, May 5
Thu, May 7
Forecast For

Wednesday, May 6

Updated May 6, 7:01 AM EDT
Confidence
85%

Morning Rain and Gusty Winds Tapering Off from the West

A progressive weather system will sweep across Kentucky on Wednesday, bringing widespread rain and breezy conditions. Expect the wettest weather during the morning hours, with a gradual clearing trend moving from west to east starting in the early afternoon as a cold front exits the region.

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

High agreement exists across all models regarding precipitation type (all rain) and the overall timing of the frontal passage. The only uncertainty lies in localized rainfall totals and the exact timing of afternoon clearing.

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
Early Rain Followed by Afternoon Sun
Rain
61°/ 47°

Northwest Pennyrile

NUISANCE
Owensboro, Henderson, Morganfield
Breezy with Morning Showers
Rain
61°/ 48°

Southwest Pennyrile

IMPACTFUL
Hopkinsville, Madisonville, Princeton
Persistent Rain Throughout the Day
Rain
60°/ 50°

Barren River

IMPACTFUL
Bowling Green, Glasgow, Franklin
Windy and Wet Morning
Rain
60°/ 52°

Louisville Metro

NUISANCE
Louisville, La Grange, Shepherdsville
Brief Morning Showers
Rain
62°/ 48°

Lincoln Trail

NUISANCE
Elizabethtown, Bardstown, Leitchfield
Significant Morning Rainfall
Rain
61°/ 49°

Lake Cumberland

IMPACTFUL
Somerset, Columbia, Monticello
Heavy Morning Rain and Windy Conditions
Rain
62°/ 53°

Northern Kentucky

NUISANCE
Covington, Florence, Independence
Quick Morning Rain, Sun Returns
Rain
58°/ 46°

Inner Bluegrass

NUISANCE
Lexington, Georgetown, Winchester
Windy Morning with Light Rain
Rain
61°/ 50°

Bluegrass Foothills

IMPACTFUL
Richmond, Danville, Berea
Heavy Morning Rain and Strong Winds
Rain
61°/ 51°

Northeast Kentucky

NUISANCE
Ashland, Morehead, Grayson
Rainy Start, Dry Afternoon
Rain
64°/ 52°

Southeast Kentucky

IMPACTFUL
Hazard, Pikeville, Harlan
Rainy Day with Windy Peaks
Rain
64°/ 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.

💥

The 'Boom' Scenario

If the NAM's more aggressive moisture convergence verifies, southern Kentucky could see rainfall totals exceeding 1.25 inches with wind gusts peaking near 45 mph along the higher terrain of the Bluegrass and Coalfields.

💨

The 'Bust' Scenario

If the GFS's drier mid-level air entrainment occurs earlier, rainfall will be limited to a brief window of light showers under 0.25 inches for most, with skies clearing rapidly by noon across the central corridor.

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.

Louisville Metro Moisture Cutoff

The GEM shows a robust 0.63 inch rainfall for Louisville, while the GFS and NAM suggest the primary moisture axis will be shunted south, leaving the city with less than 0.10 inches.

GEM
VS
GFS
VS
NAM
Why GFS Wins

Global models like the GFS and Euro are generally more reliable for synoptic moisture axis placement. The GEM's high total for Louisville appears to be a localized outlier compared to the broader consensus showing better forcing across the southern tier of the state.

Affected Regions
LOUISVILLE METRONORTHERN KY

The Wind Gust Intensity Gap

High-resolution NAM and GFS forecast significant momentum transfer, resulting in gusts up to 40-42 mph, while the GEM and Euro are more conservative, keeping gusts closer to 30 mph.

NAM
VS
GFS
VS
GEM
Why NAM Wins

The NAM typically handles the resolution of low-level jet mixing and terrain-induced turbulence better in the pre-frontal environment. Its logic regarding the 45kt 850mb jet mixing down is sound given the expected pressure gradient.

Affected Regions
BLUEGRASS COREBLUEGRASS FOOTHILLSLAKE CUMBERLANDSOUTHEAST 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

Uniformly warm profile with surface temperatures well above freezing (47-65°F) and 850mb temps between 4°C and 10°C, ensuring no wintry precipitation risk.

Thermal Boundary

The cold front enters the Purchase region by 09z, crosses I-75 by 18z, and clears the eastern border by 00z Thursday.

Diurnal Trend

Non-diurnal temperature curves are expected for Central and Eastern KY as cloud cover and precipitation suppress daytime heating. Western KY will see a late-day recovery.

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 clear wind shift from Southwest to West-Northwest at 10-15 mph will mark the frontal passage, occurring earliest in the west before sunrise.

Jet Stream Support

The right-entrance region of a northern stream jet provides synoptic lift, particularly across Southern Kentucky where QPF is maximized.

Energy Status

A progressive shortwave trough with a vorticity max of 0.0004 is pivoting through the Ohio Valley, providing the primary energy for the rain shield.

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

Atmospheric column is fully saturated from the surface to 500mb during the morning. Rapid mid-level drying is expected behind the front.

Precipitation Character

Primarily stratiform rain. Lack of CAPE and weak lapse rates will prevent lightning or convective development.

Flooding Context

Ground is moist but not saturated. Rainfall rates will remain below flash flood thresholds, with peak totals around 1 inch in the south.

Celestial Almanac

Moon Phase

Waning Gibbous

80% Illumination
Moonrise
12:55 AM
Moonset
10:13 AM
Purchase Area
Sunrise
6:55 AM
Sunset
8:48 PM
Civil Dawn
6:27 AM
Civil Dusk
9:17 PM
Northwest Pennyrile
Sunrise
6:48 AM
Sunset
8:44 PM
Civil Dawn
6:19 AM
Civil Dusk
9:12 PM
Southwest Pennyrile
Sunrise
6:51 AM
Sunset
8:43 PM
Civil Dawn
6:23 AM
Civil Dusk
9:12 PM
Barren River
Sunrise
6:47 AM
Sunset
8:40 PM
Civil Dawn
6:19 AM
Civil Dusk
9:08 PM
Louisville Metro
Sunrise
6:42 AM
Sunset
8:39 PM
Civil Dawn
6:13 AM
Civil Dusk
9:08 PM
Lincoln Trail
Sunrise
6:43 AM
Sunset
8:38 PM
Civil Dawn
6:15 AM
Civil Dusk
9:07 PM
Lake Cumberland
Sunrise
6:39 AM
Sunset
8:32 PM
Civil Dawn
6:11 AM
Civil Dusk
9:01 PM
Northern Kentucky
Sunrise
6:35 AM
Sunset
8:36 PM
Civil Dawn
6:06 AM
Civil Dusk
9:05 PM
Inner Bluegrass
Sunrise
6:37 AM
Sunset
8:34 PM
Civil Dawn
6:08 AM
Civil Dusk
9:03 PM
Bluegrass Foothills
Sunrise
6:37 AM
Sunset
8:32 PM
Civil Dawn
6:08 AM
Civil Dusk
9:01 PM
Northeast Kentucky
Sunrise
6:29 AM
Sunset
8:27 PM
Civil Dawn
6:00 AM
Civil Dusk
8:56 PM
Southeast Kentucky
Sunrise
6:33 AM
Sunset
8:27 PM
Civil Dawn
6:05 AM
Civil Dusk
8:55 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.