kywx
Kentucky AI Weather Engine

Kentucky AI Forecasting Beta

Tue, Sep 1
Thu, Sep 3
Forecast For

Wednesday, September 2

Updated Aug 29, 7:18 AM EDT
Confidence
75%

Late Summer Heat Peaks with Record Temperatures and Virga

A powerful upper-level ridge will dominate Kentucky's weather, bringing record-breaking heat with temperatures reaching the upper 90s to near 100 degrees. While a weak disturbance may introduce mid-level clouds and a few sprinkles in central and eastern regions, dry low-level air will likely evaporate most precipitation before it reaches the ground.

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

High agreement on the thermal magnitude of the ridge, but moderate uncertainty regarding how much mid-level cloud debris will dampen the peak heating in eastern Kentucky.

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

IMPACTFUL
Paducah, Murray, Mayfield
Extreme Heat and Full Sunshine
Sunny
98°/ 76°

Northwest Pennyrile

IMPACTFUL
Owensboro, Henderson, Morganfield
Triple Digit Heat Along the Ohio River
Sunny
100°/ 75°

Southwest Pennyrile

IMPACTFUL
Hopkinsville, Madisonville, Princeton
Sizzling and Dry Conditions
Sunny
97°/ 75°

Barren River

IMPACTFUL
Bowling Green, Glasgow, Franklin
Oppressive Heat for Bowling Green
Sunny
96°/ 75°

Louisville Metro

IMPACTFUL
Louisville, La Grange, Shepherdsville
100 Degrees in the City
Sunny
100°/ 79°

Lincoln Trail

IMPACTFUL
Elizabethtown, Bardstown, Leitchfield
Hot and Sunny on the Ridge
Sunny
96°/ 74°

Lake Cumberland

NUISANCE
Somerset, Columbia, Monticello
Hot Afternoon with Stray Sprinkles
Cloudy
94°/ 73°

Northern Kentucky

IMPACTFUL
Covington, Florence, Independence
Record Heat and Gusty Winds
Sunny
98°/ 75°

Inner Bluegrass

NUISANCE
Lexington, Georgetown, Winchester
Heat Peaks with Afternoon Clouds
Cloudy
96°/ 74°

Bluegrass Foothills

IMPACTFUL
Richmond, Danville, Berea
Warm Sunshine and Evening Clouds
Sunny
94°/ 73°

Northeast Kentucky

NUISANCE
Ashland, Morehead, Grayson
Hot and Muggy with Virga
Cloudy
97°/ 72°

Southeast Kentucky

NUISANCE
Hazard, Pikeville, Harlan
Mountain Heat with Trace Showers
Cloudy
93°/ 72°

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

The ridge maximizes its potential with full solar insolation, pushing temperatures to 101-102 degrees in urban corridors like Louisville and the Purchase region, while mid-level moisture remains too thin to provide even temporary shade.

💨

The 'Bust' Scenario

The weak mid-level disturbance produces widespread cloud cover by midday, capping temperatures in the low 90s and allowing for scattered light showers to actually overcome the dry air and wet the pavement.

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 Paradox

A sharp disagreement exists regarding precipitation coverage. The ECMWF suggests 80% PoPs for trace rainfall, while the GFS remains bone dry.

GFS
VS
EURO
Why GFS Wins

With surface temperatures in the upper 90s and a 594dm ridge overhead, the capping inversion and low-level dry air are too formidable. The GFS logic of a dry boundary layer is more physically consistent for this setup.

Affected Regions
BLUEGRASS CORELAKE CUMBERLANDNORTHEAST KYSOUTHEAST 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

The vertical profile shows a classic subsidence inversion between 850mb and 700mb. Above this, a deep mixed layer is present with dry adiabatic lapse rates from the surface up to the inversion base.

Thermal Boundary

No thermal boundaries are present; a uniform maritime-tropical airmass is established across the state.

Diurnal Trend

Standard diurnal heating curve will be extremely aggressive, with 5-7 degree jumps per hour between 9 AM and noon. Urban areas will retain significant heat into the evening.

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

None. High pressure is the sole driver with no frontal activity within the region.

Jet Stream Support

The jet stream is displaced well into Canada, leaving the region in a weak, anticyclonic flow regime with no significant divergence aloft.

Energy Status

A weak shortwave is noted in water vapor imagery, but its vorticity is being actively sheared by the ridge's strength.

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 only in the 12,000-15,000 ft layer. The lower 5,000 ft is extremely dry, presenting a high risk of virga.

Precipitation Character

Expect light, stratiform-style sprinkles falling from mid-level clouds, though most will evaporate before impact.

Flooding Context

None. High evaporation rates and zero meaningful QPF ensure no hydrologic risk.

Celestial Almanac

Moon Phase

Waning Gibbous

70% Illumination
Moonrise
10:32 PM
Moonset
1:21 PM
Purchase Area
Sunrise
7:27 AM
Sunset
8:23 PM
Civil Dawn
7:00 AM
Civil Dusk
8:50 PM
Northwest Pennyrile
Sunrise
7:20 AM
Sunset
8:18 PM
Civil Dawn
6:53 AM
Civil Dusk
8:45 PM
Southwest Pennyrile
Sunrise
7:23 AM
Sunset
8:19 PM
Civil Dawn
6:56 AM
Civil Dusk
8:45 PM
Barren River
Sunrise
7:18 AM
Sunset
8:15 PM
Civil Dawn
6:52 AM
Civil Dusk
8:41 PM
Louisville Metro
Sunrise
7:14 AM
Sunset
8:13 PM
Civil Dawn
6:47 AM
Civil Dusk
8:40 PM
Lincoln Trail
Sunrise
7:15 AM
Sunset
8:13 PM
Civil Dawn
6:49 AM
Civil Dusk
8:40 PM
Lake Cumberland
Sunrise
7:11 AM
Sunset
8:07 PM
Civil Dawn
6:44 AM
Civil Dusk
8:34 PM
Northern Kentucky
Sunrise
7:09 AM
Sunset
8:09 PM
Civil Dawn
6:41 AM
Civil Dusk
8:36 PM
Inner Bluegrass
Sunrise
7:10 AM
Sunset
8:08 PM
Civil Dawn
6:43 AM
Civil Dusk
8:35 PM
Bluegrass Foothills
Sunrise
7:09 AM
Sunset
8:07 PM
Civil Dawn
6:42 AM
Civil Dusk
8:34 PM
Northeast Kentucky
Sunrise
7:02 AM
Sunset
8:01 PM
Civil Dawn
6:35 AM
Civil Dusk
8:28 PM
Southeast Kentucky
Sunrise
7:05 AM
Sunset
8:02 PM
Civil Dawn
6:38 AM
Civil Dusk
8:29 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 2, 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.