kywx
Kentucky AI Weather Engine

Kentucky AI Forecasting Beta

Tue, Sep 8
Forecast For

Wednesday, September 9

Updated Sep 2, 7:12 PM EDT
Confidence
65%

Late Summer Heat West, Nuisance Drizzle East

A sharp divide will define Kentucky's weather on September 9th. Western and Central regions will experience unseasonably hot and humid conditions under a stagnant ridge, while Eastern Kentucky deals with persistent cloud cover and light, non-impactful drizzle as a weak shortwave brushes the region.

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

High confidence exists for the heat in the west. Confidence is lower for eastern precipitation reaching the ground due to significant dry air in the lower 3,000 feet of the atmosphere.

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
Intense Late-Summer Heat
Sunny
94°/ 76°

Northwest Pennyrile

Owensboro, Henderson, Morganfield
Hot and Humid Conditions
Sunny
92°/ 75°

Southwest Pennyrile

Hopkinsville, Madisonville, Princeton
Sunny and Very Warm
Sunny
92°/ 75°

Barren River

Bowling Green, Glasgow, Franklin
Mostly Sunny and Warm
Sunny
91°/ 74°

Louisville Metro

Louisville, La Grange, Shepherdsville
Cloudy Breaks and Heat
Cloudy
92°/ 73°

Lincoln Trail

NUISANCE
Elizabethtown, Bardstown, Leitchfield
Morning Drizzle Potential
Rain
91°/ 73°

Lake Cumberland

Somerset, Columbia, Monticello
Warm and Mostly Cloudy
Cloudy
89°/ 72°

Northern Kentucky

Covington, Florence, Independence
Cloudy with High-Level Sprinkles
Cloudy
91°/ 71°

Inner Bluegrass

NUISANCE
Lexington, Georgetown, Winchester
Light Intermittent Drizzle
Rain
89°/ 73°

Bluegrass Foothills

NUISANCE
Richmond, Danville, Berea
Damp and Humid
Rain
88°/ 72°

Northeast Kentucky

NUISANCE
Ashland, Morehead, Grayson
Light Showers Likely
Rain
88°/ 71°

Southeast Kentucky

NUISANCE
Hazard, Pikeville, Harlan
Cooler and Cloudy
Rain
86°/ 71°

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 moisture axis shifts 50 miles further west and the shortwave deepens, cloud cover could suppress temperatures in the Louisville and Barren River areas into the mid-80s, while rainfall totals in the East could reach a more measurable 0.10 inches.

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The 'Bust' Scenario

If the western ridge proves more aggressive, dry air will erode the moisture tongue in the East, resulting in a completely dry day for the entire state with temperatures in the Purchase region potentially overachieving into the upper 90s.

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 Western Cloud Fringe

There is a dispute over how far west the mid-level cloud deck will penetrate. The NAM is more aggressive with clearing, while the Euro keeps clouds over the I-65 corridor for much of the morning.

NAM
VS
ECMWF
Why EURO Wins

The Euro's steady-hand approach to stagnant ridge patterns typically excels at predicting the slow erosion of cloud decks on the periphery of high pressure.

Affected Regions
LOUISVILLE METROBARREN RIVERLINCOLN TRAIL

The Virga vs. Value Conflict

A significant discrepancy exists between high probability of precipitation (PoP) and negligible liquid totals (QPF). Models like the GFS tend to 'smear' light rain across too wide an area, whereas the Euro suggests a more focused but extremely light drizzle event.

ECMWF
VS
GFS
VS
NAM
Why EURO Wins

The ECMWF handles the dry low-level sub-cloud layer more realistically, correctly identifying that while it may look like rain on radar, the high dewpoint depressions will result in minimal accumulation at the surface.

Affected Regions
BLUEGRASS CORENORTHERN KYBLUEGRASS FOOTHILLS

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 adiabatic lapse rate is present statewide. A notable moisture gradient exists; the west is dry with high surface heating, while the east is nearly saturated in the 850-700mb layer but remains dry near the surface.

Thermal Boundary

The freezing line is well above the weather-producing layer, located near 15,000 feet.

Diurnal Trend

A standard diurnal curve is expected, though cloud cover in the east will truncate peak heating by 3-5 degrees compared to the clear skies in the 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 frontal passage. The state remains under a stagnant airmass with weak steering flow.

Jet Stream Support

The jet stream is positioned well to the north; Kentucky is under weak zonal flow with no significant divergence or lift.

Energy Status

A compact, low-amplitude shortwave is pivoting through the Northeast/Eastern KY, providing just enough lift to support the light drizzle regime.

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 lower 3km in the west is very dry. In the east, saturation is present between 700mb and 850mb, but a dry 'sub-cloud' layer creates a high risk of virga.

Precipitation Character

Purely stratiform. High-cloud-base drizzle and light showers with no lightning or thunder potential.

Flooding Context

None. Soils are receptive and precipitation rates will be extremely low.

Celestial Almanac

Moon Phase

Waning Crescent

3% Illumination
Moonrise
5:51 AM
Moonset
7:34 PM
Purchase Area
Sunrise
7:32 AM
Sunset
8:13 PM
Civil Dawn
7:06 AM
Civil Dusk
8:39 PM
Northwest Pennyrile
Sunrise
7:26 AM
Sunset
8:07 PM
Civil Dawn
7:00 AM
Civil Dusk
8:34 PM
Southwest Pennyrile
Sunrise
7:28 AM
Sunset
8:08 PM
Civil Dawn
7:02 AM
Civil Dusk
8:35 PM
Barren River
Sunrise
7:24 AM
Sunset
8:04 PM
Civil Dawn
6:58 AM
Civil Dusk
8:31 PM
Louisville Metro
Sunrise
7:20 AM
Sunset
8:02 PM
Civil Dawn
6:54 AM
Civil Dusk
8:29 PM
Lincoln Trail
Sunrise
7:21 AM
Sunset
8:02 PM
Civil Dawn
6:55 AM
Civil Dusk
8:29 PM
Lake Cumberland
Sunrise
7:16 AM
Sunset
7:57 PM
Civil Dawn
6:50 AM
Civil Dusk
8:23 PM
Northern Kentucky
Sunrise
7:15 AM
Sunset
7:58 PM
Civil Dawn
6:48 AM
Civil Dusk
8:25 PM
Inner Bluegrass
Sunrise
7:15 AM
Sunset
7:57 PM
Civil Dawn
6:49 AM
Civil Dusk
8:24 PM
Bluegrass Foothills
Sunrise
7:15 AM
Sunset
7:56 PM
Civil Dawn
6:48 AM
Civil Dusk
8:23 PM
Northeast Kentucky
Sunrise
7:08 AM
Sunset
7:50 PM
Civil Dawn
6:41 AM
Civil Dusk
8:17 PM
Southeast Kentucky
Sunrise
7:11 AM
Sunset
7:51 PM
Civil Dawn
6:44 AM
Civil Dusk
8:18 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 9, 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.