kywx
Kentucky AI Weather Engine

Kentucky AI Forecasting Beta

Sun, Feb 8
Tue, Feb 10
Forecast For

Monday, February 9

Updated Feb 8, 5:55 PM EST
Confidence
95%

Cold Morning Leads to a Milder, Dry Monday Afternoon

A quiet and dry winter day is expected across the Commonwealth as high pressure centers itself over the Appalachians. Residents will wake up to a very cold morning with temperatures in the teens and 20s, but a steady warming trend will develop by the afternoon, particularly in the south and west. No precipitation is expected.

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

Extremely high agreement across all model suites regarding the lack of precipitation. Minor uncertainty is confined to specific high/low temperature values based on cloud thickness and valley microclimates.

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
Bright and Milder
Sunny
57°/ 30°

Northwest Pennyrile

Owensboro, Henderson, Morganfield
Crisp Morning, Sunny Afternoon
Sunny
52°/ 27°

Southwest Pennyrile

Hopkinsville, Madisonville, Princeton
The State's Warm Spot
Sunny
60°/ 31°

Barren River

Bowling Green, Glasgow, Franklin
Pleasant and Bright
Sunny
59°/ 30°

Louisville Metro

Louisville, La Grange, Shepherdsville
Cloudy Afternoon and Chilly
Cloudy
44°/ 24°

Lincoln Trail

Elizabethtown, Bardstown, Leitchfield
Sunny Start, Milder Afternoon
Sunny
52°/ 25°

Lake Cumberland

Somerset, Columbia, Monticello
Beautiful Lake Weather
Sunny
56°/ 28°

Northern Kentucky

Covington, Florence, Independence
Frigid Morning and Cloudy Afternoon
Cloudy
39°/ 16°

Inner Bluegrass

Lexington, Georgetown, Winchester
Cold Start, Reaching for 46
Cloudy
46°/ 20°

Bluegrass Foothills

Richmond, Danville, Berea
Sunny and Pleasant
Sunny
50°/ 22°

Northeast Kentucky

Ashland, Morehead, Grayson
Frigid Start, Thawing Out Afternoon
Sunny
42°/ 12°

Southeast Kentucky

Hazard, Pikeville, Harlan
Valley Cold, Sunny Peaks
Sunny
51°/ 16°

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

The 'Boom' for warmth occurs if mid-level clouds forecasted by the NAM fail to materialize, allowing maximum solar insolation to push afternoon highs into the low 60s across the Southern Pennyrile and Barren River regions.

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The 'Bust' Scenario

The 'Bust' scenario involves a persistent, thick mid-level cloud deck (as suggested by the NAM) coupled with a stubborn morning inversion in the eastern valleys, which would keep highs in the 30s for the northern half of the state.

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 Cloud Cover Tug-of-War

The NAM is aggressively forecasting a thick mid-level cloud deck (700mb-500mb) moving across the Bluegrass and Northern Kentucky, which would significantly limit afternoon warming. The GFS and GEM favor a much clearer solution with only thin cirrus.

NAM
VS
GFS
VS
EURO
Why EURO Wins

The Euro provides a realistic middle ground, acknowledging the mid-level moisture seen in satellite trends over the Midwest but keeping the lower column dry enough to allow for decent solar recovery.

Affected Regions
LOUISVILLE METRONORTHERN KYBLUEGRASS CORENORTHEAST KY

Radiational Cooling vs. Boundary Layer Mixing

Disagreement exists on the depth of the morning cold in the Eastern Coalfields. GEM and GFS show deep valley drainage into the low teens, while NAM keeps temperatures in the low 20s.

GEM
VS
GFS
VS
NAM
Why GEM Wins

GEM and GFS better resolve the efficient radiational cooling expected under the core of the high pressure where winds will be completely calm in sheltered valleys.

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 winter high-pressure profile featuring a sharp surface-based inversion at 12Z. Thermal profiles become nearly dry adiabatic by 18Z as mixing ensues.

Thermal Boundary

The surface freezing line will start across nearly 90% of the state at dawn but will retreat rapidly north of the Ohio River by 11:00 AM local time.

Diurnal Trend

A robust diurnal curve is expected. Many locations will see a 25 to 35-degree swing from morning lows to afternoon highs.

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. The environment is dominated by a departing surface high and developing return flow from the southwest.

Jet Stream Support

Subsidence is the primary driver, as the state is located on the anticyclonic side of the Great Lakes jet streak.

Energy Status

Broad anticyclonic flow aloft with near-zero vorticity advection, leading to a suppressed atmosphere.

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 profoundly dry below 10,000 feet. Dewpoint depressions of 20-30 degrees are common, posing a significant virga risk for any mid-level moisture plumes.

Precipitation Character

None. Any returns on radar will be non-surface-reaching mid-level clouds.

Flooding Context

No hydrologic risk; conditions remain stable and dry.

Celestial Almanac

Moon Phase

Last Quarter

50% Illumination
Moonrise
1:42 AM
Moonset
11:38 AM
Purchase Area
Sunrise
7:51 AM
Sunset
6:28 PM
Civil Dawn
7:24 AM
Civil Dusk
6:55 PM
Northwest Pennyrile
Sunrise
7:46 AM
Sunset
6:21 PM
Civil Dawn
7:19 AM
Civil Dusk
6:48 PM
Southwest Pennyrile
Sunrise
7:46 AM
Sunset
6:24 PM
Civil Dawn
7:19 AM
Civil Dusk
6:51 PM
Barren River
Sunrise
7:42 AM
Sunset
6:20 PM
Civil Dawn
7:15 AM
Civil Dusk
6:47 PM
Louisville Metro
Sunrise
7:41 AM
Sunset
6:15 PM
Civil Dawn
7:14 AM
Civil Dusk
6:42 PM
Lincoln Trail
Sunrise
7:41 AM
Sunset
6:16 PM
Civil Dawn
7:14 AM
Civil Dusk
6:44 PM
Lake Cumberland
Sunrise
7:35 AM
Sunset
6:12 PM
Civil Dawn
7:08 AM
Civil Dusk
6:39 PM
Northern Kentucky
Sunrise
7:38 AM
Sunset
6:09 PM
Civil Dawn
7:10 AM
Civil Dusk
6:36 PM
Inner Bluegrass
Sunrise
7:36 AM
Sunset
6:10 PM
Civil Dawn
7:09 AM
Civil Dusk
6:38 PM
Bluegrass Foothills
Sunrise
7:34 AM
Sunset
6:10 PM
Civil Dawn
7:07 AM
Civil Dusk
6:37 PM
Northeast Kentucky
Sunrise
7:29 AM
Sunset
6:02 PM
Civil Dawn
7:02 AM
Civil Dusk
6:30 PM
Southeast Kentucky
Sunrise
7:29 AM
Sunset
6:06 PM
Civil Dawn
7:02 AM
Civil Dusk
6:33 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.