kywx
Kentucky AI Weather Engine

Kentucky AI Forecasting Beta

Sat, May 16
Mon, May 18
Forecast For

Sunday, May 17

Updated May 17, 6:48 AM EDT
Confidence
85%

Summer Heat Arrives Early with Passing Morning Showers North

A potent ridge of high pressure building from the southwest will bring unseasonably warm, summer-like conditions to Kentucky. While the vast majority of the state will remain dry and sunny, a weak, decaying shortwave trough will clip northern and eastern sections of the Commonwealth early Sunday, bringing a few light rain showers before clearing by midday.

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

High agreement exists on the overall warm-up and the lack of severe weather. The only uncertainty remains the exact southern extent and timing of the dissipating rain showers in the north.

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 Summer-Like
Sunny
87°/ 69°

Northwest Pennyrile

Owensboro, Henderson, Morganfield
Warm and Bright Along the Ohio
Sunny
87°/ 68°

Southwest Pennyrile

Hopkinsville, Madisonville, Princeton
Hot Afternoon Skies
Sunny
88°/ 67°

Barren River

Bowling Green, Glasgow, Franklin
Sunny and Toasty
Sunny
88°/ 66°

Louisville Metro

Louisville, La Grange, Shepherdsville
Morning Sprinkle, Sunny Afternoon
Sunny
86°/ 68°

Lincoln Trail

Elizabethtown, Bardstown, Leitchfield
Warm and Bright Sunday
Sunny
87°/ 66°

Lake Cumberland

Somerset, Columbia, Monticello
Great Boating Weather
Sunny
86°/ 63°

Northern Kentucky

NUISANCE
Covington, Florence, Independence
Early Showers Then Clearing
Rain
84°/ 65°

Inner Bluegrass

NUISANCE
Lexington, Georgetown, Winchester
Brief Morning Rain, Sunny PM
Rain
85°/ 65°

Bluegrass Foothills

Richmond, Danville, Berea
Mostly Sunny and Warm
Sunny
86°/ 65°

Northeast Kentucky

Ashland, Morehead, Grayson
Cloudy Morning, Bright Afternoon
Cloudy
86°/ 66°

Southeast Kentucky

Hazard, Pikeville, Harlan
Pleasant Mountain Warmth
Sunny
85°/ 61°

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' scenario involves the ridge building even faster than modeled, pushing temperatures to the 90-degree mark in the Purchase and Barren River regions while suppressing all precipitation to just trace sprinkles in the far north.

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The 'Bust' Scenario

The 'Bust' scenario would see cloud cover from the morning shortwave linger through the afternoon in Northern and Eastern Kentucky, holding high temperatures in the upper 70s and allowing for a few more persistent light showers than currently forecast.

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 Virga vs. Rain Conflict

Models agree on the presence of a shortwave, but disagree on whether moisture can overcome the dry sub-cloud layer. The GFS/Euro are more aggressive with measurable light rain, while the NAM suggests significant evaporation (virga).

NAM
VS
GFS
VS
EURO
Why NAM Wins

The NAM typically handles the dry boundary layer and shallow warm-sector moisture profiles better in these high-pressure regimes; therefore, precipitation totals were nudged downward.

Affected Regions
NORTHERN KYBLUEGRASS CORENORTHEAST KY

The Heat Peak Discrepancy

The GFS and NAM are roughly 3-5 degrees cooler for afternoon highs compared to the GEM and Euro, which push several regions into the upper 80s.

GFS
VS
NAM
VS
GEM
Why EURO Wins

In mid-May, building ridges of this magnitude often over-perform on temperature. The ECMWF's handling of 850mb thermal advection is preferred here.

Affected Regions
PURCHASESOUTHWEST PENNYRILEBARREN RIVERLINCOLN TRAIL

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 well-mixed boundary layer will be present across the state. Vertical profiles follow a standard adiabatic lapse rate through 700mb, with no significant inversions expected after the morning sun clears.

Thermal Boundary

The freezing line is located well into Central Canada. The only boundary is a dissipating surface trough stalled near the Ohio River early Sunday.

Diurnal Trend

Standard diurnal heating curve. Rapid rises are expected after 14z (9 AM) once the morning cloud deck breaks.

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. A weak surface trough will shift winds from the southwest to the west across Northern Kentucky between 06z and 12z.

Jet Stream Support

Kentucky sits in the right-exit region of a 100kt 300mb jet streak, providing minimal synoptic lift for the morning's light showers.

Energy Status

A compact 500mb shortwave trough is the primary energy source, though it is shearing out and losing organization as it encounters the ridge.

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 mostly dry. Saturation is shallow and confined to the 850-700mb layer in the northern half of the state.

Precipitation Character

Precipitation will be stratiform and light, taking the form of passing showers or sprinkles with no thunder.

Flooding Context

No flooding risk. Rainfall totals will be under 0.10 inches in almost all locations.

Winter Physics

Accumulation & Layers

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

Layer Analysis

All levels well above freezing.

Crystal Habit

N/A

Road Impact

None. Road temperatures will be warm.

Celestial Almanac

Moon Phase

New Moon

1% Illumination
Moonrise
6:54 AM
Moonset
9:22 PM
Purchase Area
Sunrise
6:46 AM
Sunset
8:58 PM
Civil Dawn
6:16 AM
Civil Dusk
9:27 PM
Northwest Pennyrile
Sunrise
6:38 AM
Sunset
8:54 PM
Civil Dawn
6:08 AM
Civil Dusk
9:23 PM
Southwest Pennyrile
Sunrise
6:42 AM
Sunset
8:53 PM
Civil Dawn
6:12 AM
Civil Dusk
9:22 PM
Barren River
Sunrise
6:37 AM
Sunset
8:49 PM
Civil Dawn
6:08 AM
Civil Dusk
9:18 PM
Louisville Metro
Sunrise
6:31 AM
Sunset
8:49 PM
Civil Dawn
6:02 AM
Civil Dusk
9:19 PM
Lincoln Trail
Sunrise
6:33 AM
Sunset
8:48 PM
Civil Dawn
6:04 AM
Civil Dusk
9:18 PM
Lake Cumberland
Sunrise
6:30 AM
Sunset
8:42 PM
Civil Dawn
6:00 AM
Civil Dusk
9:11 PM
Northern Kentucky
Sunrise
6:24 AM
Sunset
8:46 PM
Civil Dawn
5:54 AM
Civil Dusk
9:17 PM
Inner Bluegrass
Sunrise
6:27 AM
Sunset
8:44 PM
Civil Dawn
5:57 AM
Civil Dusk
9:13 PM
Bluegrass Foothills
Sunrise
6:27 AM
Sunset
8:42 PM
Civil Dawn
5:57 AM
Civil Dusk
9:12 PM
Northeast Kentucky
Sunrise
6:18 AM
Sunset
8:37 PM
Civil Dawn
5:48 AM
Civil Dusk
9:07 PM
Southeast Kentucky
Sunrise
6:24 AM
Sunset
8:37 PM
Civil Dawn
5:54 AM
Civil Dusk
9:06 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.