kywx
Kentucky AI Weather Engine

Kentucky AI Forecasting Beta

Sat, Feb 7
Mon, Feb 9
Forecast For

Sunday, February 8

Updated Feb 6, 5:53 PM EST
Confidence
60%

Light Fluffy Snow North/East; Sunny and Milder West

A split weather day for Kentucky as a weak clipper system brings light snow showers to the northern and eastern regions while arctic high pressure begins to slide south, allowing for sunshine and moderating temperatures in the western half of the state.

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

High confidence in the temperature gradient and dry forecast for Western KY; lower confidence in snow totals for the Northeast due to high snow-to-liquid ratios and virga risk.

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
Sunny and Milder
Sunny
47°/ 26°

Northwest Pennyrile

Owensboro, Henderson, Morganfield
Mostly Sunny and Cold
Sunny
39°/ 23°

Southwest Pennyrile

Hopkinsville, Madisonville, Princeton
Bright and Brisk
Sunny
45°/ 22°

Barren River

Bowling Green, Glasgow, Franklin
Cold Start, Clear Skies
Sunny
43°/ 21°

Louisville Metro

Louisville, La Grange, Shepherdsville
Cold and Overcast
Cloudy
32°/ 20°

Lincoln Trail

Elizabethtown, Bardstown, Leitchfield
Chilly and Mostly Dry
Cloudy
35°/ 19°

Lake Cumberland

Somerset, Columbia, Monticello
Cold and Gray
Cloudy
36°/ 18°

Northern Kentucky

NUISANCE
Covington, Florence, Independence
Morning Snow Dusting
Snow
26°/ 12°

Inner Bluegrass

Lexington, Georgetown, Winchester
Frigid and Cloudy
Cloudy
29°/ 14°

Bluegrass Foothills

Richmond, Danville, Berea
Cold and Overcast
Cloudy
31°/ 14°

Northeast Kentucky

NUISANCE
Ashland, Morehead, Grayson
Light Snow Accumulations
Snow
23°/ 10°

Southeast Kentucky

Hazard, Pikeville, Harlan
Frigid and Flurries
Cloudy
29°/ 13°

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 dry slot is overcome, light snow could accumulate 1-2 inches across the I-64 corridor and push as far south as the Cumberland Valley.

💨

The 'Bust' Scenario

Low-level dry air remains dominant, resulting in widespread 'virga' where snow is seen on radar but evaporates before reaching the ground, leaving only trace flurries and no measurable accumulation.

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.

NEKY Accumulation Discrepancy

NAM is the outlier predicting over 1 inch of snow in the Northeast, while global models keep totals under a half-inch.

NAM
VS
GFS
VS
EURO
Why NAM Wins

NAM's superior resolution of Cold Air Damming in the eastern river valleys typically captures the high-ratio snow accumulation better than global models in these narrow-banded scenarios.

Affected Regions
NORTHEAST KYNORTHERN KY

The Virga Void

The NAM and GFS show moisture reaching the Bluegrass Core, but soundings indicate a 15-20 degree dewpoint depression in the lowest 3,000 feet, suggesting snow may evaporate before reaching the surface.

NAM
VS
GFS
VS
EURO
Why EURO Wins

The ECMWF handles dry slots and low-level moisture cutoffs with higher historical accuracy in clipper setups, correctly identifying the sub-cloud evaporation risk.

Affected Regions
BLUEGRASS COREBLUEGRASS FOOTHILLSLOUISVILLE METRO

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 arctic airmass with a sub-freezing vertical stack from the surface to 700mb. A weak inversion is present around 850mb in the central regions.

Thermal Boundary

The 32F surface isotherm is positioned across the Pennyrile, with much colder air dammed east of I-75.

Diurnal Trend

Western KY follows a standard diurnal recovery, while the Northeast remains stagnant or non-diurnal due to thick cloud cover and CAD.

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 major surface front; however, a weak surface pressure trough passes between 15Z and 21Z with a slight wind shift to the west.

Jet Stream Support

Right-entrance region divergence from a 110kt jet streak provides necessary omega over the northern tier.

Energy Status

A compact shortwave trough with a vorticity max of 0.0002 is pivoting through 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

The column is saturated between 850-700mb in the North/East, but deep layer dryness (virga risk) exists in Central and Southern KY.

Precipitation Character

Stratiform light snow characterized by high 15:1 snow-to-liquid ratios.

Flooding Context

No flooding risk; ground is frozen or dry and liquid equivalents are very low.

Winter Physics

Accumulation & Layers

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

Layer Analysis

Pure snow profile with no warm nose detected; 850mb temps remain between -10C and -15C in precip areas.

Crystal Habit

Dendritic Growth Zone is well-saturated, favoring large, fluffy flakes and efficient accumulation.

Road Impact

Sub-freezing pavement temperatures in the North/East will allow for immediate accumulation and slick spots on treated surfaces.

Celestial Almanac

Moon Phase

Waning Gibbous

60% Illumination
Moonrise
12:42 AM
Moonset
11:08 AM
Purchase Area
Sunrise
7:52 AM
Sunset
6:27 PM
Civil Dawn
7:25 AM
Civil Dusk
6:54 PM
Northwest Pennyrile
Sunrise
7:47 AM
Sunset
6:20 PM
Civil Dawn
7:20 AM
Civil Dusk
6:47 PM
Southwest Pennyrile
Sunrise
7:47 AM
Sunset
6:23 PM
Civil Dawn
7:20 AM
Civil Dusk
6:50 PM
Barren River
Sunrise
7:43 AM
Sunset
6:19 PM
Civil Dawn
7:16 AM
Civil Dusk
6:46 PM
Louisville Metro
Sunrise
7:42 AM
Sunset
6:14 PM
Civil Dawn
7:15 AM
Civil Dusk
6:41 PM
Lincoln Trail
Sunrise
7:42 AM
Sunset
6:15 PM
Civil Dawn
7:14 AM
Civil Dusk
6:42 PM
Lake Cumberland
Sunrise
7:36 AM
Sunset
6:11 PM
Civil Dawn
7:09 AM
Civil Dusk
6:38 PM
Northern Kentucky
Sunrise
7:39 AM
Sunset
6:07 PM
Civil Dawn
7:11 AM
Civil Dusk
6:35 PM
Inner Bluegrass
Sunrise
7:37 AM
Sunset
6:09 PM
Civil Dawn
7:10 AM
Civil Dusk
6:37 PM
Bluegrass Foothills
Sunrise
7:36 AM
Sunset
6:09 PM
Civil Dawn
7:08 AM
Civil Dusk
6:36 PM
Northeast Kentucky
Sunrise
7:30 AM
Sunset
6:01 PM
Civil Dawn
7:03 AM
Civil Dusk
6:29 PM
Southeast Kentucky
Sunrise
7:30 AM
Sunset
6:05 PM
Civil Dawn
7:03 AM
Civil Dusk
6:32 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.

NAM Radar forecast
NAMRadar
Feb 8, 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.