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Kentucky AI Weather Engine

Kentucky AI Forecasting Beta

Fri, Jul 17
Sun, Jul 19
Forecast For

Saturday, July 18

Updated Jul 17, 7:16 AM EDT

NWS Alerts Active This Day

Air Quality Alert

Jul 17, 12:43 AM -> Jul 18, 12:00 AM
Unknown Severity

Air Quality Alert issued July 17 at 12:43AM EDT by NWS Wilmington OH

Confidence
60%

Muggy Saturday with Scattered Evening Thunderstorms

A typical summer pattern will dominate Kentucky this Saturday, characterized by high humidity and warm temperatures. While much of the day will feature sun and building clouds, a weak atmospheric disturbance will cross the Ohio Valley during the evening, triggering scattered showers and thunderstorms, primarily for northern and eastern sections of the state.

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

Confidence is high for a muggy and warm day, but significantly lower regarding the exact timing and intensity of evening rain due to the massive discrepancy in instability (CAPE) between high-res and global models.

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
Hot, Humid, and Mostly Dry
Cloudy
91°/ 74°

Northwest Pennyrile

NUISANCE
Owensboro, Henderson, Morganfield
Muggy with a Stray Shower
Rain
89°/ 73°

Southwest Pennyrile

NUISANCE
Hopkinsville, Madisonville, Princeton
Scattered Afternoon Showers
Rain
89°/ 73°

Barren River

NUISANCE
Bowling Green, Glasgow, Franklin
Warm Breezes and Late Showers
Rain
87°/ 72°

Louisville Metro

IMPACTFUL
Louisville, La Grange, Shepherdsville
Evening Storm Potential
Thunderstorm
90°/ 75°

Lincoln Trail

NUISANCE
Elizabethtown, Bardstown, Leitchfield
Humid with Passing Showers
Rain
86°/ 72°

Lake Cumberland

NUISANCE
Somerset, Columbia, Monticello
Damp and Sticky on the Water
Rain
84°/ 73°

Northern Kentucky

IMPACTFUL
Covington, Florence, Independence
Stormy Saturday Evening
Thunderstorm
88°/ 73°

Inner Bluegrass

NUISANCE
Lexington, Georgetown, Winchester
Soggy Evening in Lexington
Rain
86°/ 74°

Bluegrass Foothills

NUISANCE
Richmond, Danville, Berea
Clouds and Periodic Rain
Rain
85°/ 73°

Northeast Kentucky

IMPACTFUL
Ashland, Morehead, Grayson
Steady Rain and High Humidity
Rain
87°/ 74°

Southeast Kentucky

NUISANCE
Hazard, Pikeville, Harlan
Cloudy Peaks and Damp Valleys
Rain
84°/ 73°

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 occurs if the NAM's higher instability verifies and the capping inversion remains weak, leading to a widespread line of evening thunderstorms with gusty winds and heavy rain totals exceeding 0.75 inches in the Bluegrass and Northern KY.

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The 'Bust' Scenario

The 'Bust' scenario occurs if the global models are correct regarding high cloud debris, which would stabilize the atmosphere, keeping conditions merely 'grey and damp' with light drizzle and significantly cooler temperatures.

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 Stability Standoff

A major disagreement exists regarding thermodynamic instability. The NAM forecasts moderate CAPE (>1500 J/kg), supporting thunderstorms, while the GFS and Euro show near-zero instability, suggesting only light stratiform rain.

NAM
VS
GFS
VS
EURO
Why NAM Wins

In mid-July, the presence of high dewpoints and a crossing shortwave almost always results in convective instability. The global models are likely suffering from 'convective feedback' or poor vertical resolution of the boundary layer.

Affected Regions
NORTHERN KYBLUEGRASS CORELOUISVILLE METRONORTHEAST KY

The Western Dry Slot

The GFS and Euro bring widespread 80% PoPs to Western Kentucky, while the NAM keeps the Purchase and Pennyrile regions mostly dry under a subsidence regime.

NAM
VS
GFS
VS
EURO
Why BLEND Wins

The NAM captures the subsidence behind the departing energy well, but the GFS/Euro moisture axis is too broad to ignore. A low-end rain chance is the safest compromise.

Affected Regions
PURCHASENORTHWEST PENNYRILESOUTHWEST PENNYRILE

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 maritime tropical airmass is firmly established with a well-mixed boundary layer and high freezing levels exceeding 14,000 feet. Lapse rates are generally moist-adiabatic (6.0 C/km).

Thermal Boundary

No major surface fronts are present, though a weak convective outflow/trough boundary will reside along the Ohio River by Saturday evening.

Diurnal Trend

Expect a standard diurnal curve, though afternoon highs may be slightly muted in areas with early cloud debris (SE KY). Lows will stay very warm in the 70s due to high dewpoints.

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

There is no significant frontal passage. Evidence of a wind shift is limited to convective outflow in Northern and Central KY after 21z.

Jet Stream Support

Upper-level support is weak as the main jet is displaced to the Canadian border, but a 40kt mid-level speed max provides enough shear for pulse-storm organization.

Energy Status

A compact shortwave trough is progged to pivot through the Ohio Valley between 18z and 03z, providing the primary synoptic lift.

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 saturated below 850mb across Central and Eastern KY. Western KY shows some drying aloft (800mb+).

Precipitation Character

Expect a mix of early morning mountain drizzle (Southeast) and more convective, broken lines of storms in the evening (North/Central).

Flooding Context

Ground is receptive and PWATs are high (1.8"), but storm motion should be sufficient to prevent widespread flash flooding concerns.

Celestial Almanac

Moon Phase

Waxing Crescent

21% Illumination
Moonrise
11:30 AM
Moonset
11:33 PM
Purchase Area
Sunrise
6:49 AM
Sunset
9:13 PM
Civil Dawn
6:19 AM
Civil Dusk
9:43 PM
Northwest Pennyrile
Sunrise
6:41 AM
Sunset
9:09 PM
Civil Dawn
6:11 AM
Civil Dusk
9:39 PM
Southwest Pennyrile
Sunrise
6:45 AM
Sunset
9:08 PM
Civil Dawn
6:15 AM
Civil Dusk
9:38 PM
Barren River
Sunrise
6:41 AM
Sunset
9:05 PM
Civil Dawn
6:11 AM
Civil Dusk
9:34 PM
Louisville Metro
Sunrise
6:35 AM
Sunset
9:05 PM
Civil Dawn
6:04 AM
Civil Dusk
9:36 PM
Lincoln Trail
Sunrise
6:36 AM
Sunset
9:04 PM
Civil Dawn
6:06 AM
Civil Dusk
9:34 PM
Lake Cumberland
Sunrise
6:33 AM
Sunset
8:57 PM
Civil Dawn
6:03 AM
Civil Dusk
9:27 PM
Northern Kentucky
Sunrise
6:27 AM
Sunset
9:02 PM
Civil Dawn
5:56 AM
Civil Dusk
9:33 PM
Inner Bluegrass
Sunrise
6:30 AM
Sunset
9:00 PM
Civil Dawn
6:00 AM
Civil Dusk
9:30 PM
Bluegrass Foothills
Sunrise
6:30 AM
Sunset
8:58 PM
Civil Dawn
6:00 AM
Civil Dusk
9:28 PM
Northeast Kentucky
Sunrise
6:21 AM
Sunset
8:53 PM
Civil Dawn
5:51 AM
Civil Dusk
9:24 PM
Southeast Kentucky
Sunrise
6:27 AM
Sunset
8:52 PM
Civil Dawn
5:57 AM
Civil Dusk
9:22 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
Jul 18, 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.