kywx
Kentucky AI Weather Engine

Kentucky AI Forecasting Beta

Wed, Sep 2
Fri, Sep 4
Forecast For

Thursday, September 3

Updated Aug 29, 7:17 AM EDT
Confidence
70%

Sultry and Damp: Widespread Light Rain and Summer Heat

A stagnant, tropical moisture profile will persist across Kentucky, bringing high humidity and widespread light stratiform rain or drizzle. While temperatures will reach the mid-90s in many areas, a lack of instability will keep precipitation light and non-convective.

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

High confidence in the presence of tropical moisture and 90-degree heat; lower confidence in the exact liquid totals reaching the ground due to the light nature of the precipitation.

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
Humid Showers in the West
Rain
95°/ 76°

Northwest Pennyrile

NUISANCE
Owensboro, Henderson, Morganfield
Light Rain Along the Ohio River
Rain
94°/ 76°

Southwest Pennyrile

NUISANCE
Hopkinsville, Madisonville, Princeton
Sweltering Heat and Scattered Showers
Rain
96°/ 77°

Barren River

NUISANCE
Bowling Green, Glasgow, Franklin
Muggy Conditions and Drizzle
Rain
95°/ 76°

Louisville Metro

NUISANCE
Louisville, La Grange, Shepherdsville
City Showers and Summer Heat
Rain
95°/ 76°

Lincoln Trail

NUISANCE
Elizabethtown, Bardstown, Leitchfield
Sultry Skies over the Trail
Rain
94°/ 75°

Lake Cumberland

NUISANCE
Somerset, Columbia, Monticello
Humid Lake Days
Rain
93°/ 75°

Northern Kentucky

NUISANCE
Covington, Florence, Independence
Rainy and Warm Northern Reaches
Rain
94°/ 74°

Inner Bluegrass

NUISANCE
Lexington, Georgetown, Winchester
Sticky and Damp in the Bluegrass
Rain
94°/ 75°

Bluegrass Foothills

NUISANCE
Richmond, Danville, Berea
Cloudy and Damp Foothills
Rain
92°/ 74°

Northeast Kentucky

NUISANCE
Ashland, Morehead, Grayson
Mist and Rain in the Valleys
Rain
92°/ 73°

Southeast Kentucky

NUISANCE
Hazard, Pikeville, Harlan
Misty Mountain Rain
Rain
91°/ 73°

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 moisture convergence maximizes and cloud cover persists, we could see more widespread light showers totaling 0.25 to 0.40 inches, which would provide slightly more relief from the 90-degree heat.

💨

The 'Bust' Scenario

If sub-cloud dry air is more prevalent than currently modeled, much of the light rain will evaporate as virga, leaving the state with oppressive humidity and temperatures soaring into the upper 90s without any rainfall cooling.

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 Venture

Disagreement exists between high-resolution moisture layers and the ability for light precipitation to reach the ground through a deep, warm boundary layer.

ECMWF
VS
GFS
Why EURO Wins

The Euro handles 'Dry Slots' and low-level moisture saturation better than the GFS, which tends to over-smear light precipitation that often doesn't reach the surface.

Affected Regions
SOUTHWEST PENNYRILEPURCHASEBARREN RIVER

Valley Moisture Trapping

A conflict regarding how much moisture remains trapped in the eastern valleys vs. mixing out in the afternoon.

NAM
VS
ECMWF
Why NONE Wins

Uncertainty remains high as the weak wind field (under 5mph) makes it difficult to determine if the moisture will remain stagnant or slowly disperse.

Affected Regions
NORTHEAST KYSOUTHEAST COALFIELDSBLUEGRASS 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

Deep warm layer with surface temps in the 90s and 850mb temps near 20C. Lapse rates are nearly moist-adiabatic, indicating a very stable but humid vertical stack.

Thermal Boundary

Freezing level is positioned far above 700mb, well out of state to the north.

Diurnal Trend

Standard diurnal curve but with a truncated peak due to afternoon cloud cover and evaporative cooling from light rain.

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 front detected; winds are light and variable with no significant baroclinic support.

Jet Stream Support

Broad lift is provided by the right entrance region of a zonal jet stream.

Energy Status

Minimal vorticity; weather is driven by high-resolution moisture convergence rather than shortwave energy.

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

Saturated boundary layer and mid-levels (surface to 700mb); low virga risk where moisture is deepest in the north and east.

Precipitation Character

Stratiform light rain and drizzle. Zero CAPE precludes convective bursts.

Flooding Context

No flooding risk. Rainfall rates are too low to overcome current soil infiltration capacity.

Celestial Almanac

Moon Phase

Last Quarter

59% Illumination
Moonrise
11:11 PM
Moonset
2:36 PM
Purchase Area
Sunrise
7:28 AM
Sunset
8:22 PM
Civil Dawn
7:01 AM
Civil Dusk
8:48 PM
Northwest Pennyrile
Sunrise
7:21 AM
Sunset
8:17 PM
Civil Dawn
6:54 AM
Civil Dusk
8:43 PM
Southwest Pennyrile
Sunrise
7:23 AM
Sunset
8:17 PM
Civil Dawn
6:57 AM
Civil Dusk
8:44 PM
Barren River
Sunrise
7:19 AM
Sunset
8:13 PM
Civil Dawn
6:53 AM
Civil Dusk
8:40 PM
Louisville Metro
Sunrise
7:15 AM
Sunset
8:12 PM
Civil Dawn
6:48 AM
Civil Dusk
8:39 PM
Lincoln Trail
Sunrise
7:16 AM
Sunset
8:12 PM
Civil Dawn
6:49 AM
Civil Dusk
8:38 PM
Lake Cumberland
Sunrise
7:12 AM
Sunset
8:06 PM
Civil Dawn
6:45 AM
Civil Dusk
8:32 PM
Northern Kentucky
Sunrise
7:09 AM
Sunset
8:07 PM
Civil Dawn
6:42 AM
Civil Dusk
8:35 PM
Inner Bluegrass
Sunrise
7:10 AM
Sunset
8:06 PM
Civil Dawn
6:44 AM
Civil Dusk
8:33 PM
Bluegrass Foothills
Sunrise
7:10 AM
Sunset
8:05 PM
Civil Dawn
6:43 AM
Civil Dusk
8:32 PM
Northeast Kentucky
Sunrise
7:03 AM
Sunset
7:59 PM
Civil Dawn
6:35 AM
Civil Dusk
8:26 PM
Southeast Kentucky
Sunrise
7:06 AM
Sunset
8:00 PM
Civil Dawn
6:39 AM
Civil Dusk
8:27 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 3, 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.