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Kentucky AI Weather Engine

Kentucky AI Forecasting Beta

Mon, Jul 20
Wed, Jul 22
Forecast For

Tuesday, July 21

Updated Jul 17, 7:10 PM EDT
Confidence
60%

Statewide Humidity Surge with West-to-East Rain Progression

A split weather pattern will define Tuesday across Kentucky. Western regions will experience early-day rain followed by intense afternoon heat, while Central and Eastern Kentucky contend with more persistent showers and cloud cover that will keep temperatures slightly lower.

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

Confidence is high that everyone will feel the humidity, but the timing of the rain-to-sun transition remains a major point of contention between global models, leading to high uncertainty in peak afternoon temperatures.

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
Morning Showers then Steamy
Rain
94°/ 77°

Northwest Pennyrile

NUISANCE
Owensboro, Henderson, Morganfield
Showers Tapering Off
Rain
91°/ 75°

Southwest Pennyrile

NUISANCE
Hopkinsville, Madisonville, Princeton
Soggy and Humid
Rain
93°/ 74°

Barren River

NUISANCE
Bowling Green, Glasgow, Franklin
Rain Intensifies Afternoon
Rain
92°/ 75°

Louisville Metro

NUISANCE
Louisville, La Grange, Shepherdsville
Wet Commute; Sizzling Afternoon
Rain
90°/ 75°

Lincoln Trail

NUISANCE
Elizabethtown, Bardstown, Leitchfield
Afternoon Downpours
Rain
89°/ 73°

Lake Cumberland

NUISANCE
Somerset, Columbia, Monticello
Persistent Waves of Rain
Rain
88°/ 73°

Northern Kentucky

NUISANCE
Covington, Florence, Independence
Wet Morning, Gray Afternoon
Rain
86°/ 72°

Inner Bluegrass

NUISANCE
Lexington, Georgetown, Winchester
Breezy and Soggy
Rain
87°/ 72°

Bluegrass Foothills

NUISANCE
Richmond, Danville, Berea
Increasing Rain Chances
Rain
87°/ 72°

Northeast Kentucky

NUISANCE
Ashland, Morehead, Grayson
Heavy Rain Focus
Rain
85°/ 72°

Southeast Kentucky

IMPACTFUL
Hazard, Pikeville, Harlan
Mountain Showers and Fog
Rain
86°/ 71°

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 ECMWF verifies completely: A robust moisture plume brings a soaking 0.50" to 0.75" of rain statewide, effectively capping temperatures in the mid-80s and providing much-needed relief to parched soils.

💨

The 'Bust' Scenario

The GFS 'Heat Ridge' wins: Mid-level capping suppresses rainfall to mere sprinkles or 'virga' in the east, while the west and metro areas bake under clear skies with heat indices approaching 105 degrees.

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 Western Dry-Slot Dispute

The GFS maintains a dry, high-pressure influence over Western KY, while the Euro suggests the shortwave trough is strong enough to trigger morning rain as far west as the Purchase region.

GFS
VS
EURO
Why EURO Wins

With PWATs exceeding 1.7 inches, the GFS's total lack of precipitation in the west seems physically unlikely given the strength of the incoming shortwave divergence.

Affected Regions
PURCHASENORTHWEST PENNYRILESOUTHWEST PENNYRILE

The Northeast Thermal Ceiling

A massive 15-degree discrepancy exists for afternoon highs in Northeast KY. GFS predicts 98F with light drizzle, while Euro predicts 83F with steady rain.

GFS
VS
EURO
Why BLEND Wins

The GFS is likely over-mixing the boundary layer, while the Euro may be too pessimistic on cloud clearing. A middle-ground approach accounts for high humidity keeping temps in the upper 80s.

Affected Regions
NORTHEAST KYNORTHERN KYBLUEGRASS CORE

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, moist adiabatic profile exists across the east, while the west shows a narrowing saturated layer as the day progresses. No significant inversions are present.

Thermal Boundary

A weak surface trough bisects the state along the I-75 corridor by mid-afternoon.

Diurnal Trend

Non-diurnal temperature curves are expected in the east due to heavy cloud cover, whereas the west will see a sharp late-afternoon spike post-clearing.

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; however, a wind shift from south to west-northwest will signal the passage of the shortwave axis between 18z and 00z.

Jet Stream Support

Broad synoptic lift is provided by the right-entrance region of a 110-knot jet streak positioned over the Great Lakes.

Energy Status

Vorticity maximum is expected to pivot through Central Kentucky between 15z and 21z.

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

Fully saturated column in the east; the west will see drying in the 850-500mb layer after 18z.

Precipitation Character

Primarily stratiform with embedded convective elements in the afternoon as PWATs peak.

Flooding Context

Minimal flood risk, though high rainfall rates in the Southeast Coalfields could cause localized ponding in valleys.

Celestial Almanac

Moon Phase

First Quarter

50% Illumination
Moonrise
2:40 PM
Moonset
12:47 AM
Purchase Area
Sunrise
6:51 AM
Sunset
9:12 PM
Civil Dawn
6:22 AM
Civil Dusk
9:41 PM
Northwest Pennyrile
Sunrise
6:44 AM
Sunset
9:07 PM
Civil Dawn
6:14 AM
Civil Dusk
9:37 PM
Southwest Pennyrile
Sunrise
6:47 AM
Sunset
9:07 PM
Civil Dawn
6:18 AM
Civil Dusk
9:36 PM
Barren River
Sunrise
6:43 AM
Sunset
9:03 PM
Civil Dawn
6:14 AM
Civil Dusk
9:32 PM
Louisville Metro
Sunrise
6:37 AM
Sunset
9:03 PM
Civil Dawn
6:07 AM
Civil Dusk
9:33 PM
Lincoln Trail
Sunrise
6:39 AM
Sunset
9:02 PM
Civil Dawn
6:09 AM
Civil Dusk
9:32 PM
Lake Cumberland
Sunrise
6:35 AM
Sunset
8:56 PM
Civil Dawn
6:06 AM
Civil Dusk
9:25 PM
Northern Kentucky
Sunrise
6:30 AM
Sunset
9:00 PM
Civil Dawn
5:59 AM
Civil Dusk
9:31 PM
Inner Bluegrass
Sunrise
6:32 AM
Sunset
8:58 PM
Civil Dawn
6:02 AM
Civil Dusk
9:28 PM
Bluegrass Foothills
Sunrise
6:32 AM
Sunset
8:56 PM
Civil Dawn
6:02 AM
Civil Dusk
9:26 PM
Northeast Kentucky
Sunrise
6:24 AM
Sunset
8:51 PM
Civil Dawn
5:53 AM
Civil Dusk
9:22 PM
Southeast Kentucky
Sunrise
6:29 AM
Sunset
8:50 PM
Civil Dawn
5:59 AM
Civil Dusk
9:20 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
Jul 21, 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.