kywx
Kentucky AI Weather Engine

Kentucky AI Forecasting Beta

Thu, May 14
Sat, May 16
Forecast For

Friday, May 15

Updated May 15, 6:57 AM EDT
Confidence
85%

Pleasant Spring Warmth with Increasing Evening Clouds

A dominant high-pressure system will provide a stellar spring day across Kentucky, with temperatures ranging from the upper 60s in the northeast to the low 80s in the west. While a moisture-starved boundary will approach the Ohio River this evening, bringing increased cloud cover to the western half of the state, significant dry air in the lower atmosphere will likely evaporate any precipitation before it reaches the ground.

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

High confidence in the temperature gradient and dry conditions for 90% of the state; moderate confidence in the total absence of sprinkles in the far west due to the weak frontal signal.

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
Warm and Increasingly Cloudy
Cloudy
81°/ 53°

Northwest Pennyrile

Owensboro, Henderson, Morganfield
Pleasant with Late Day Clouds
Cloudy
78°/ 50°

Southwest Pennyrile

Hopkinsville, Madisonville, Princeton
Sunny and Mild
Sunny
80°/ 49°

Barren River

Bowling Green, Glasgow, Franklin
Ideal Spring Weather
Sunny
77°/ 45°

Louisville Metro

Louisville, La Grange, Shepherdsville
Sunny and Pleasant in the City
Sunny
75°/ 48°

Lincoln Trail

Elizabethtown, Bardstown, Leitchfield
Bright and Comfortable
Sunny
74°/ 45°

Lake Cumberland

Somerset, Columbia, Monticello
Spectacular Lake Day
Sunny
74°/ 43°

Northern Kentucky

Covington, Florence, Independence
Partly Cloudy and Mild
Cloudy
70°/ 45°

Inner Bluegrass

Lexington, Georgetown, Winchester
Pleasant Afternoon
Cloudy
71°/ 45°

Bluegrass Foothills

Richmond, Danville, Berea
Quiet Spring Day
Cloudy
71°/ 43°

Northeast Kentucky

Ashland, Morehead, Grayson
Cool Start, Warm Finish
Cloudy
70°/ 41°

Southeast Kentucky

Hazard, Pikeville, Harlan
Sunny Mountain Skies
Sunny
72°/ 40°

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 boundary layer saturates faster than modeled, a few areas in the Purchase and Northwest Pennyrile could see a trace to 0.02 inches of light rain after sunset.

💨

The 'Bust' Scenario

If the high-pressure ridge remains stronger and slower to depart, the entire state remains under clear skies through the night with no evening cloud deck in the west.

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

A significant disagreement exists between the global models (GFS/Euro) and the mesoscale/regional models (NAM/GEM) regarding precipitation reaching the ground. The GFS and Euro show a 'smear' of light QPF (0.01-0.02") across Western KY, while the NAM and GEM remain dry.

NAM
VS
GFS
VS
EURO
Why NAM Wins

The NAM and GEM better resolve the significant dry air in the sub-cloud layer (below 700mb). Given the forecasted 20F+ dewpoint depressions, any light reflectivity is highly likely to manifest as virga rather than measurable rainfall.

Affected Regions
PURCHASENORTHWEST PENNYRILELINCOLN TRAIL

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 classic dry spring profile is in place with a standard adiabatic lapse rate. Shallow nocturnal inversions in the eastern valleys will erode quickly after sunrise.

Thermal Boundary

The primary thermal boundary is a weak, moisture-starved cold front stalling along the Ohio River this evening.

Diurnal Trend

A standard diurnal curve is expected, though the western third of the state will see a leveling of temperatures after 6:00 PM due to cloud cover arrival.

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 weak cold front enters Northwest Kentucky around 21Z, marked by a subtle wind shift to the northwest, but with negligible thermal advection.

Jet Stream Support

Kentucky resides in a neutral zone between the polar jet to the north and the subtropical jet to the south, providing minimal synoptic lift.

Energy Status

Weak positive vorticity advection is noted as the southern tail of a Great Lakes shortwave brushes the state.

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 is largely unsaturated. Significant virga risk exists in the west as mid-level moisture fails to overcome surface dryness.

Precipitation Character

Expect high-based stratiform clouds in the west; otherwise, clear skies will prevail.

Flooding Context

No hydrologic risk; ground conditions are receptive to any potential moisture.

Celestial Almanac

Moon Phase

Waning Crescent

3% Illumination
Moonrise
5:32 AM
Moonset
--:--
Purchase Area
Sunrise
6:47 AM
Sunset
8:56 PM
Civil Dawn
6:18 AM
Civil Dusk
9:25 PM
Northwest Pennyrile
Sunrise
6:40 AM
Sunset
8:52 PM
Civil Dawn
6:10 AM
Civil Dusk
9:21 PM
Southwest Pennyrile
Sunrise
6:43 AM
Sunset
8:51 PM
Civil Dawn
6:14 AM
Civil Dusk
9:20 PM
Barren River
Sunrise
6:39 AM
Sunset
8:47 PM
Civil Dawn
6:10 AM
Civil Dusk
9:16 PM
Louisville Metro
Sunrise
6:33 AM
Sunset
8:48 PM
Civil Dawn
6:03 AM
Civil Dusk
9:17 PM
Lincoln Trail
Sunrise
6:35 AM
Sunset
8:47 PM
Civil Dawn
6:05 AM
Civil Dusk
9:16 PM
Lake Cumberland
Sunrise
6:31 AM
Sunset
8:40 PM
Civil Dawn
6:02 AM
Civil Dusk
9:09 PM
Northern Kentucky
Sunrise
6:26 AM
Sunset
8:45 PM
Civil Dawn
5:56 AM
Civil Dusk
9:15 PM
Inner Bluegrass
Sunrise
6:28 AM
Sunset
8:42 PM
Civil Dawn
5:59 AM
Civil Dusk
9:12 PM
Bluegrass Foothills
Sunrise
6:28 AM
Sunset
8:40 PM
Civil Dawn
5:59 AM
Civil Dusk
9:10 PM
Northeast Kentucky
Sunrise
6:20 AM
Sunset
8:36 PM
Civil Dawn
5:50 AM
Civil Dusk
9:05 PM
Southeast Kentucky
Sunrise
6:25 AM
Sunset
8:35 PM
Civil Dawn
5:56 AM
Civil Dusk
9:04 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.