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Kentucky AI Weather Engine

Kentucky AI Forecasting Beta

Fri, Mar 27
Sun, Mar 29
Forecast For

Saturday, March 28

Updated Mar 26, 6:58 AM EDT
Confidence
95%

Brisk, Sunny Saturday Follows Chilly Morning Frost

High pressure will dominate the Commonwealth on Saturday, providing a dry and bright day across all 12 regions. Residents should prepare for a cold, frosty morning with temperatures near or below freezing, followed by a sunny afternoon with highs reaching the 40s and 50s. Brisk morning winds will gradually subside by the evening hours.

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

Extremely high agreement among all major global and mesoscale models regarding the dry airmass and building high pressure. The only minor variables are exact morning lows and the magnitude of morning wind gusts.

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 Mildest in the West
Sunny
56°/ 35°

Northwest Pennyrile

Owensboro, Henderson, Morganfield
Bright and Crisp Near the River
Sunny
52°/ 32°

Southwest Pennyrile

Hopkinsville, Madisonville, Princeton
Breezy Morning with Full Sun
Sunny
55°/ 32°

Barren River

Bowling Green, Glasgow, Franklin
Frosty Start, Gorgeous Afternoon
Sunny
53°/ 32°

Louisville Metro

Louisville, La Grange, Shepherdsville
Clear Blue Skies for the City
Sunny
52°/ 31°

Lincoln Trail

Elizabethtown, Bardstown, Leitchfield
Chilly and Bright Across the Knobs
Sunny
50°/ 31°

Lake Cumberland

Somerset, Columbia, Monticello
Sunny Skies Over the Water
Sunny
51°/ 31°

Northern Kentucky

Covington, Florence, Independence
Cold and Bright in Covington
Sunny
46°/ 28°

Inner Bluegrass

Lexington, Georgetown, Winchester
Brisk and Sunny for Horse Country
Sunny
47°/ 28°

Bluegrass Foothills

Richmond, Danville, Berea
Frosty Ridges and Sunny Skies
Sunny
49°/ 28°

Northeast Kentucky

NUISANCE
Ashland, Morehead, Grayson
Early Dampness Clearing for Sun
Rain
46°/ 31°

Southeast Kentucky

Hazard, Pikeville, Harlan
Quiet and Cool in the Mountains
Sunny
46°/ 32°

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 surface high centers more quickly and cloud cover in the east remains non-existent, solar insolation could push western Kentucky into the low 60s and central regions into the mid-50s.

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The 'Bust' Scenario

If the 850mb cold pool lingers or if morning stratocumulus traps cold air in the eastern valleys (as hinted by the GEM), highs in the Coalfields and Northeast may struggle to climb out of the low 40s.

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 Momentum Transfer Tug-of-War

The NAM, GFS, and GEM show significant morning wind gusts (25-32 mph) as the 850mb jet mixes to the surface, while the Euro remains much calmer with light winds. Given the tight pressure gradient on the leading edge of a 1030mb high, the calmer Euro solution is likely an outlier.

NAM
VS
GFS
VS
GEM
Why BLEND Wins

The NAM and GFS better resolve the mechanical mixing potential within the post-frontal boundary layer during the first 6 hours of the forecast.

Affected Regions
SOUTHWEST PENNYRILEBARREN RIVERBLUEGRASS CORELINCOLN TRAIL

Northeast Kentucky Moisture Trapping

The GEM suggests enough low-level moisture remains trapped below the 850mb inversion to produce trace drizzle or virga in the Northeast early Saturday. Other models show a completely scoured-out column.

GEM
VS
GFS
VS
NAM
Why GEM Wins

GEM typically excels at identifying shallow moisture layers trapped by building high pressure in the complex terrain of the Appalachian foothills.

Affected Regions
NORTHEAST KY

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 standard post-frontal cold airmass characterized by a sharp surface-based inversion during the morning hours, transitioning to a dry adiabatic lapse rate below 800mb by afternoon.

Thermal Boundary

The freezing line will encompass nearly the entire state at 12Z, with only the far Western Purchase remaining slightly above freezing. The thermal boundary pushes well south of the Tennessee border.

Diurnal Trend

Strongly diurnal. Efficient radiational cooling overnight will lead to a frosty start, followed by a solar-driven rebound. 850mb temps recover from -6C to nearly 0C by sunset.

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

Cold front will be well clear of the state by 06Z Saturday, marked by a decisive shift to northwesterly winds and a precipitous drop in dewpoints.

Jet Stream Support

The region sits in the right entrance region of an exiting 110kt upper-level jet, which is providing broad synoptic-scale subsidence.

Energy Status

Kentucky remains in the wake of a departing shortwave trough, with heights rising as a mid-level ridge moves in from the west.

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 deeply unsaturated with PWATs below 0.3 inches (near the 10th percentile for late March). Only shallow saturation below 900mb is possible in the Northeast.

Precipitation Character

None. Any moisture in the Northeast will manifest as non-measurable trace drizzle or virga.

Flooding Context

Zero risk. Dry high pressure will promote the drying of surface soils.

Celestial Almanac

Moon Phase

Waxing Gibbous

79% Illumination
Moonrise
3:57 PM
Moonset
5:37 AM
Purchase Area
Sunrise
7:47 AM
Sunset
8:13 PM
Civil Dawn
7:21 AM
Civil Dusk
8:40 PM
Northwest Pennyrile
Sunrise
7:41 AM
Sunset
8:08 PM
Civil Dawn
7:14 AM
Civil Dusk
8:34 PM
Southwest Pennyrile
Sunrise
7:42 AM
Sunset
8:09 PM
Civil Dawn
7:16 AM
Civil Dusk
8:35 PM
Barren River
Sunrise
7:38 AM
Sunset
8:05 PM
Civil Dawn
7:12 AM
Civil Dusk
8:31 PM
Louisville Metro
Sunrise
7:35 AM
Sunset
8:03 PM
Civil Dawn
7:08 AM
Civil Dusk
8:29 PM
Lincoln Trail
Sunrise
7:36 AM
Sunset
8:03 PM
Civil Dawn
7:09 AM
Civil Dusk
8:29 PM
Lake Cumberland
Sunrise
7:31 AM
Sunset
7:58 PM
Civil Dawn
7:05 AM
Civil Dusk
8:24 PM
Northern Kentucky
Sunrise
7:30 AM
Sunset
7:58 PM
Civil Dawn
7:03 AM
Civil Dusk
8:25 PM
Inner Bluegrass
Sunrise
7:30 AM
Sunset
7:57 PM
Civil Dawn
7:04 AM
Civil Dusk
8:24 PM
Bluegrass Foothills
Sunrise
7:29 AM
Sunset
7:57 PM
Civil Dawn
7:03 AM
Civil Dusk
8:23 PM
Northeast Kentucky
Sunrise
7:22 AM
Sunset
7:50 PM
Civil Dawn
6:56 AM
Civil Dusk
8:17 PM
Southeast Kentucky
Sunrise
7:25 AM
Sunset
7:52 PM
Civil Dawn
6:59 AM
Civil Dusk
8:18 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
Mar 28, 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.