kywx
Kentucky AI Weather Engine

Kentucky AI Forecasting Beta

Wed, Mar 25
Fri, Mar 27
Forecast For

Thursday, March 26

Updated Mar 26, 7:01 AM EDT
Confidence
80%

Early Summer Warmth with Gusty Winds and Northern Showers

A powerful surge of unseasonably warm air will dominate Kentucky on Thursday, pushing temperatures into the 70s and low 80s statewide. While most of the Commonwealth remains dry and sunny, a fast-moving disturbance will bring a corridor of light to moderate rain showers along the Ohio River and into Northern Kentucky. The primary impact for all Kentuckians will be significant southwesterly winds, with gusts frequently exceeding 40 mph through the afternoon.

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

High confidence in the unseasonable warmth and high wind gusts. Lower confidence in exact rainfall totals for the northern tier due to significant dry air below 5,000 feet which may induce virga.

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
Summery and Very Windy
Sunny
83°/ 64°

Northwest Pennyrile

NUISANCE
Owensboro, Henderson, Morganfield
Warm with Strong Afternoon Gusts
Sunny
82°/ 63°

Southwest Pennyrile

Hopkinsville, Madisonville, Princeton
Pleasant and Unseasonably Warm
Sunny
82°/ 62°

Barren River

Bowling Green, Glasgow, Franklin
Sunny Skies and Warm Breezes
Sunny
81°/ 61°

Louisville Metro

NUISANCE
Louisville, La Grange, Shepherdsville
Morning Showers then Windy and Warm
Rain
81°/ 63°

Lincoln Trail

Elizabethtown, Bardstown, Leitchfield
Breezy with Passing Clouds
Sunny
79°/ 61°

Lake Cumberland

Somerset, Columbia, Monticello
Warm and Mostly Cloudy
Cloudy
78°/ 59°

Northern Kentucky

NUISANCE
Covington, Florence, Independence
Damp Morning with Afternoon Gusts
Rain
78°/ 59°

Inner Bluegrass

NUISANCE
Lexington, Georgetown, Winchester
Windy with Spotty Showers
Rain
78°/ 60°

Bluegrass Foothills

Richmond, Danville, Berea
Breezy and Exceptionally Mild
Cloudy
77°/ 59°

Northeast Kentucky

Ashland, Morehead, Grayson
Light Showers and Spring Warmth
Rain
76°/ 59°

Southeast Kentucky

Hazard, Pikeville, Harlan
Quiet and Pleasantly Mild
Cloudy
75°/ 57°

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

The NAM solution verifies with a deeper moisture profile, leading to over 0.75 inches of rain in Northern Kentucky and localized wind gusts reaching 50 mph as mixing depths maximize.

💨

The 'Bust' Scenario

The GFS/GEM dry air wins, resulting in most northern precipitation evaporating as virga and increased cloud cover keeping afternoon highs in the mid-70s rather than the low 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 Northern QPF Divide

The NAM is an aggressive outlier, depicting a focused corridor of nearly an inch of rain in Northern KY, whereas the GFS and GEM show barely a tenth of an inch due to a dry sub-cloud layer.

NAM
VS
GFS
VS
EURO
Why EURO Wins

The Euro provides a stable middle-ground (0.20-0.30") that acknowledges the moisture transport seen in the NAM but respects the dry-air entrainment and fast storm motion noted by the GFS.

Affected Regions
NORTHERN KYLOUISVILLE METROBLUEGRASS CORENORTHEAST KY

Thermal Ridge Intensity

The ECMWF is notably more aggressive with the thermal ridge, suggesting highs in the mid-80s (86F) in Western KY, while the NAM/GFS/GEM cluster in the 80-83F range.

EURO
VS
GFS
VS
NAM
Why BLEND Wins

Given the potential for high-level cloud debris from northern showers to filter sunshine, the mid-80s seem slightly overdone. A blend of the GFS/GEM/NAM is more realistic for late March.

Affected Regions
PURCHASENORTHWEST PENNYRILESOUTHWEST PENNYRILEBARREN RIVER

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 deep, well-mixed boundary layer is present up to 800mb, following a dry adiabatic lapse rate across the south and a moist adiabatic rate in the north. 850mb temps are 2 standard deviations above normal.

Thermal Boundary

The primary baroclinic zone is located well north of the Ohio River, though a weak moisture boundary is stalled along the I-71 corridor.

Diurnal Trend

Strictly diurnal heating curve, though dampened in the north by morning cloud cover and evaporative cooling.

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; a weak surface trough will wash out near the Ohio River by late afternoon with a subtle SW to WSW wind shift.

Jet Stream Support

Kentucky sits in the right-entrance region of a 110kt H250 jet, providing large-scale divergence and lift to support northern stratiform rain.

Energy Status

A compact shortwave trough is pivoting through the Ohio Valley with a vorticity maximum concentrated near the I-71/I-75 junction.

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 900mb and 700mb in Northern KY. In the south, dewpoint depressions of 20F+ indicate a high risk of virga.

Precipitation Character

Predominantly stratiform rain in the north with very low rain rates; scattered light showers or drizzle elsewhere.

Flooding Context

No flooding risk; ground is dry and QPF is limited.

Winter Physics

Accumulation & Layers

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

Layer Analysis

Not applicable; the entire atmospheric column remains well above freezing.

Crystal Habit

N/A

Road Impact

Not applicable.

Celestial Almanac

Moon Phase

First Quarter

58% Illumination
Moonrise
1:30 PM
Moonset
4:09 AM
Purchase Area
Sunrise
7:50 AM
Sunset
8:12 PM
Civil Dawn
7:24 AM
Civil Dusk
8:38 PM
Northwest Pennyrile
Sunrise
7:44 AM
Sunset
8:06 PM
Civil Dawn
7:17 AM
Civil Dusk
8:32 PM
Southwest Pennyrile
Sunrise
7:45 AM
Sunset
8:07 PM
Civil Dawn
7:19 AM
Civil Dusk
8:33 PM
Barren River
Sunrise
7:41 AM
Sunset
8:03 PM
Civil Dawn
7:15 AM
Civil Dusk
8:29 PM
Louisville Metro
Sunrise
7:38 AM
Sunset
8:01 PM
Civil Dawn
7:12 AM
Civil Dusk
8:27 PM
Lincoln Trail
Sunrise
7:39 AM
Sunset
8:01 PM
Civil Dawn
7:12 AM
Civil Dusk
8:27 PM
Lake Cumberland
Sunrise
7:34 AM
Sunset
7:56 PM
Civil Dawn
7:08 AM
Civil Dusk
8:22 PM
Northern Kentucky
Sunrise
7:33 AM
Sunset
7:56 PM
Civil Dawn
7:06 AM
Civil Dusk
8:23 PM
Inner Bluegrass
Sunrise
7:33 AM
Sunset
7:56 PM
Civil Dawn
7:07 AM
Civil Dusk
8:22 PM
Bluegrass Foothills
Sunrise
7:32 AM
Sunset
7:55 PM
Civil Dawn
7:06 AM
Civil Dusk
8:21 PM
Northeast Kentucky
Sunrise
7:26 AM
Sunset
7:48 PM
Civil Dawn
6:59 AM
Civil Dusk
8:15 PM
Southeast Kentucky
Sunrise
7:28 AM
Sunset
7:50 PM
Civil Dawn
7:02 AM
Civil Dusk
8:16 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 26, 7 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.