kywx
Kentucky AI Weather Engine

Kentucky AI Forecasting Beta

Mon, Feb 9
Wed, Feb 11
Forecast For

Tuesday, February 10

Updated Feb 6, 5:55 PM EST
Confidence
60%

Spring-Like Surge Followed by Late-Night Sprinkles

An unseasonably warm air mass will surge across Kentucky on Tuesday, with temperatures climbing 20 to 30 degrees above morning lows. While most of the day will be dry and breezy, a weak weather system will bring a few light rain showers to the western and northern counties late in the evening and overnight.

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

High confidence in a significant temperature warm-up. Lower confidence in precipitation reaching the surface due to substantial dewpoint depressions below 700mb across the eastern half of the state.

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
Balmy Afternoon with Evening Showers
Rain
68°/ 45°

Northwest Pennyrile

NUISANCE
Owensboro, Henderson, Morganfield
Warm and Breezy with Late Rain
Rain
64°/ 38°

Southwest Pennyrile

Hopkinsville, Madisonville, Princeton
Exceptional Warmth and Evening Clouds
Cloudy
69°/ 42°

Barren River

Bowling Green, Glasgow, Franklin
Sunny and Windy Afternoon
Sunny
66°/ 40°

Louisville Metro

Louisville, La Grange, Shepherdsville
Mild with Late Evening Sprinkles
Cloudy
58°/ 32°

Lincoln Trail

Elizabethtown, Bardstown, Leitchfield
Pleasant and Sunny for Most of the Day
Sunny
61°/ 35°

Lake Cumberland

Somerset, Columbia, Monticello
Bright Skies and Mild Temps
Sunny
63°/ 35°

Northern Kentucky

NUISANCE
Covington, Florence, Independence
Frosty Start leads to Evening Sprinkles
Rain
57°/ 24°

Inner Bluegrass

Lexington, Georgetown, Winchester
Breezy Warm-up then Late Rain
Rain
60°/ 30°

Bluegrass Foothills

Richmond, Danville, Berea
Mild Afternoon, Mostly Dry Evening
Sunny
62°/ 32°

Northeast Kentucky

Ashland, Morehead, Grayson
Cold Start but Rapid Afternoon Thaw
Cloudy
54°/ 22°

Southeast Kentucky

Hazard, Pikeville, Harlan
Sunny and Dry Mountain Afternoon
Sunny
58°/ 28°

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 mid-level moisture profile saturates faster and the shortwave energy is more concentrated, light rain could total near 0.10 inches for the northern half of the state, dampening roads for the Wednesday morning commute.

💨

The 'Bust' Scenario

If the dry air at the surface remains as stubborn as the GEM suggests, the evening showers will fail to reach the ground entirely, resulting in nothing more than an overcast sky and a few sprinkles.

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 Low-Level Moisture Disconnect

The GFS and Euro suggest that despite a dry start, the column will saturate sufficiently for light rain. The GEM remains bone-dry, showing the moisture return being shunted too far south and west to produce measurable rain in Kentucky.

GFS
VS
EURO
VS
GEM
Why EURO Wins

The Euro provides a superior middle-ground, acknowledging the virga risk but correctly identifying isentropic lift on the 295K-300K surfaces which typically overcomes shallow dry layers in this pattern.

Affected Regions
NORTHERN KYBLUEGRASS COREPURCHASENORTHEAST KY

Eastern Valley Cold Thaw

Models disagree on how quickly the morning inversions in the Coalfields will break. GEM suggests a frigid start in the teens, while GFS is over 10 degrees warmer.

GEM
VS
GFS
Why GEM Wins

GEM is historically more accurate at resolving radiational cooling and cold-air damming in the eastern Kentucky valleys during high-pressure departures.

Affected Regions
NORTHEAST 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

A classic warm-sector profile with a breaking morning inversion and a standard adiabatic lapse rate by afternoon. The 850mb zero-degree isotherm retreats into Canada by 18z.

Thermal Boundary

The effective baroclinic zone and freezing line are located well north of the Ohio River, near the Great Lakes.

Diurnal Trend

Highly diurnal with a non-diurnal steady-state or slight rise expected after sunset in the west as the LLJ intensifies.

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 true frontal passage occurs; however, a pre-frontal trough axis arrives in the Purchase region after 21z.

Jet Stream Support

Right entrance region of 110kt H3 jet provides upper-level divergence.

Energy Status

A compact but weak shortwave trough pivots from the Ozarks into the Ohio Valley.

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

Initially very dry with dewpoint depressions over 20F; moisture return is mid-level centric leading to a high virga risk.

Precipitation Character

Stratiform light rain and drizzle; non-convective due to lack of CAPE.

Flooding Context

No hydrologic concerns; QPF amounts are negligible.

Winter Physics

Accumulation & Layers

Specific physical factors affecting winter weather, including the vertical melt/freeze profile and snow quality.

Layer Analysis

Entire column below 10,000ft is above freezing during the precipitation window.

Crystal Habit

N/A - Rain only.

Road Impact

None; surface temperatures will be well above freezing.

Celestial Almanac

Moon Phase

Last Quarter

41% Illumination
Moonrise
2:42 AM
Moonset
12:14 PM
Purchase Area
Sunrise
7:50 AM
Sunset
6:29 PM
Civil Dawn
7:23 AM
Civil Dusk
6:56 PM
Northwest Pennyrile
Sunrise
7:45 AM
Sunset
6:22 PM
Civil Dawn
7:18 AM
Civil Dusk
6:49 PM
Southwest Pennyrile
Sunrise
7:45 AM
Sunset
6:25 PM
Civil Dawn
7:18 AM
Civil Dusk
6:52 PM
Barren River
Sunrise
7:41 AM
Sunset
6:21 PM
Civil Dawn
7:14 AM
Civil Dusk
6:48 PM
Louisville Metro
Sunrise
7:40 AM
Sunset
6:16 PM
Civil Dawn
7:13 AM
Civil Dusk
6:43 PM
Lincoln Trail
Sunrise
7:40 AM
Sunset
6:17 PM
Civil Dawn
7:13 AM
Civil Dusk
6:45 PM
Lake Cumberland
Sunrise
7:34 AM
Sunset
6:13 PM
Civil Dawn
7:07 AM
Civil Dusk
6:40 PM
Northern Kentucky
Sunrise
7:36 AM
Sunset
6:10 PM
Civil Dawn
7:09 AM
Civil Dusk
6:37 PM
Inner Bluegrass
Sunrise
7:35 AM
Sunset
6:11 PM
Civil Dawn
7:08 AM
Civil Dusk
6:39 PM
Bluegrass Foothills
Sunrise
7:33 AM
Sunset
6:11 PM
Civil Dawn
7:06 AM
Civil Dusk
6:38 PM
Northeast Kentucky
Sunrise
7:28 AM
Sunset
6:03 PM
Civil Dawn
7:01 AM
Civil Dusk
6:31 PM
Southeast Kentucky
Sunrise
7:28 AM
Sunset
6:07 PM
Civil Dawn
7:01 AM
Civil Dusk
6:34 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
Feb 10, 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.