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Kentucky AI Weather Engine

Kentucky AI Forecasting Beta

Mon, Mar 30
Wed, Apr 1
Forecast For

Tuesday, March 31

Updated Mar 26, 7:01 AM EDT
Confidence
75%

Late March Warmth with Scattered Morning Showers

A surge of unseasonably warm air will bring late-spring temperatures to Kentucky on Tuesday, accompanied by a brief window of morning rain showers and gusty afternoon winds.

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

High agreement on the unseasonable warmth (80s) and the timing of the morning rain shield, though minor uncertainty remains regarding exact rainfall accumulations due to mid-level dry air.

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, Windy, and Very Warm
Sunny
81°/ 67°

Northwest Pennyrile

NUISANCE
Owensboro, Henderson, Morganfield
Morning Showers Exit for Afternoon Sun
Rain
82°/ 67°

Southwest Pennyrile

Hopkinsville, Madisonville, Princeton
Breezy and Bright with Record-Level Warmth
Sunny
84°/ 66°

Barren River

Bowling Green, Glasgow, Franklin
Unseasonably Hot and Windy
Sunny
84°/ 66°

Louisville Metro

NUISANCE
Louisville, La Grange, Shepherdsville
Morning Dampness Followed by Afternoon Gusts
Rain
80°/ 63°

Lincoln Trail

NUISANCE
Elizabethtown, Bardstown, Leitchfield
Clearing Skies and Breezy Conditions
Rain
81°/ 62°

Lake Cumberland

NUISANCE
Somerset, Columbia, Monticello
Light Early Rain and a Mild Afternoon
Rain
78°/ 62°

Northern Kentucky

NUISANCE
Covington, Florence, Independence
Wet Morning Commute, Windy Afternoon
Rain
77°/ 62°

Inner Bluegrass

NUISANCE
Lexington, Georgetown, Winchester
Morning Rain Followed by Rapid Clearing
Rain
78°/ 62°

Bluegrass Foothills

NUISANCE
Richmond, Danville, Berea
Damp Morning and a Sunny Afternoon
Rain
78°/ 61°

Northeast Kentucky

NUISANCE
Ashland, Morehead, Grayson
Measurable Morning Rain, Then Warm
Rain
77°/ 61°

Southeast Kentucky

NUISANCE
Hazard, Pikeville, Harlan
Showers in the Valleys, Warm Afternoon
Rain
76°/ 60°

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 morning moisture axis slows down and couples with slightly higher instability, rainfall totals could reach 0.50 inches in Eastern Kentucky, with afternoon wind gusts exceeding 35 mph as mixing depths maximize.

💨

The 'Bust' Scenario

If mid-level dry air is more aggressive, precipitation may fall as virga, leaving much of the state dry. Additionally, if low-level cloud cover persists longer than expected, high temperatures may stay in the low 70s rather than reaching the 80s.

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 Moisture Starvation Standoff

Models disagree on the intensity of morning precipitation. The GEM shows a more saturated profile capable of producing measurable rain (0.10-0.25"), while the ECMWF suggests significant sub-cloud drying will lead to mostly trace amounts or virga.

ECMWF
VS
GEM
Why GEM Wins

The GEM typically handles the moisture transport within a low-level jet (LLJ) better in pre-frontal regimes, whereas the ECMWF can occasionally over-attenuate light stratiform rain in high-WAA environments.

Affected Regions
BLUEGRASS CORENORTHEAST KYSOUTHEAST COALFIELDS

Afternoon Mixing Intensity

Conflict regarding the magnitude of afternoon wind gusts following the rain exit. GEM forecasts gusts near 30 mph due to deep mixing, while the ECMWF is more conservative at 20 mph.

ECMWF
VS
GEM
Why GEM Wins

Given the projected 850mb wind speeds and rapid clearing, deep boundary layer mixing is a high-probability outcome for late March in Kentucky.

Affected Regions
PURCHASENORTHWEST PENNYRILELOUISVILLE 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 warm-core profile with 850mb temperatures between +13C and +15C. No significant inversions are expected after the morning cloud deck breaks.

Thermal Boundary

The freezing line is located well north of the Great Lakes; Kentucky remains entirely within the warm sector.

Diurnal Trend

Steady or slowly rising temperatures overnight due to cloud cover and WAA, followed by a sharp diurnal rise in the afternoon as clearing occurs.

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 cold front passes; however, a weak pre-frontal trough/moisture axis exits the state by 18z, marked by a shift to more westerly surface winds.

Jet Stream Support

Upper-level support provided by the right-entrance region of a 300mb jet streak, though the strongest forcing remains north of the Ohio River.

Energy Status

A compact, low-amplitude shortwave trough is pivoting through the broad cyclonic flow.

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

Saturated below 700mb between 06z-15z, followed by rapid drying as a mid-level dry slot moves overhead.

Precipitation Character

Stratiform rain and drizzle in the morning; no convective or severe threat due to a complete lack of CAPE.

Flooding Context

No flood risk. Maximum rainfall totals will be less than 0.30 inches on relatively dry antecedent soils.

Celestial Almanac

Moon Phase

Waxing Gibbous

98% Illumination
Moonrise
7:17 PM
Moonset
7:01 AM
Purchase Area
Sunrise
7:42 AM
Sunset
8:16 PM
Civil Dawn
7:16 AM
Civil Dusk
8:42 PM
Northwest Pennyrile
Sunrise
7:36 AM
Sunset
8:11 PM
Civil Dawn
7:10 AM
Civil Dusk
8:37 PM
Southwest Pennyrile
Sunrise
7:38 AM
Sunset
8:12 PM
Civil Dawn
7:12 AM
Civil Dusk
8:38 PM
Barren River
Sunrise
7:34 AM
Sunset
8:08 PM
Civil Dawn
7:08 AM
Civil Dusk
8:34 PM
Louisville Metro
Sunrise
7:30 AM
Sunset
8:05 PM
Civil Dawn
7:04 AM
Civil Dusk
8:32 PM
Lincoln Trail
Sunrise
7:31 AM
Sunset
8:05 PM
Civil Dawn
7:05 AM
Civil Dusk
8:32 PM
Lake Cumberland
Sunrise
7:26 AM
Sunset
8:00 PM
Civil Dawn
7:00 AM
Civil Dusk
8:26 PM
Northern Kentucky
Sunrise
7:25 AM
Sunset
8:01 PM
Civil Dawn
6:58 AM
Civil Dusk
8:28 PM
Inner Bluegrass
Sunrise
7:25 AM
Sunset
8:00 PM
Civil Dawn
6:59 AM
Civil Dusk
8:27 PM
Bluegrass Foothills
Sunrise
7:25 AM
Sunset
7:59 PM
Civil Dawn
6:58 AM
Civil Dusk
8:26 PM
Northeast Kentucky
Sunrise
7:18 AM
Sunset
7:53 PM
Civil Dawn
6:51 AM
Civil Dusk
8:20 PM
Southeast Kentucky
Sunrise
7:21 AM
Sunset
7:55 PM
Civil Dawn
6:54 AM
Civil Dusk
8:21 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
Mar 31, 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.