kywx
Kentucky AI Weather Engine

Kentucky AI Forecasting Beta

Sat, Jul 25
Mon, Jul 27
Forecast For

Sunday, July 26

Updated Jul 20, 7:10 PM EDT
Confidence
60%

Muggy and Damp: A Persistent July Sizzle with Scattered Rain

A humid and unsettled weather pattern will dominate Kentucky, characterized by high dewpoints and scattered light rain showers across the Commonwealth. While widespread heavy rain is not expected, the combination of high moisture and weak atmospheric energy will keep skies mostly cloudy and the air feeling very tropical.

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

The 6-day lead time and the convective, localized nature of summer precipitation introduce timing and coverage uncertainty, though the humid thermal profile is high-confidence.

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
Damp Morning Followed by Muggy Afternoon
Rain
87°/ 75°

Northwest Pennyrile

NUISANCE
Owensboro, Henderson, Morganfield
Intermittent Showers Bookend the Day
Rain
85°/ 74°

Southwest Pennyrile

NUISANCE
Hopkinsville, Madisonville, Princeton
Brief Morning Rain and Humid Skies
Rain
86°/ 75°

Barren River

NUISANCE
Bowling Green, Glasgow, Franklin
Light Showers Tapering by Evening
Rain
85°/ 74°

Louisville Metro

NUISANCE
Louisville, La Grange, Shepherdsville
Persistent Dampness and High Humidity
Rain
85°/ 73°

Lincoln Trail

NUISANCE
Elizabethtown, Bardstown, Leitchfield
Morning Rain Favored Over the Escarpment
Rain
84°/ 73°

Lake Cumberland

NUISANCE
Somerset, Columbia, Monticello
Damp Afternoon Around the Lake
Rain
84°/ 73°

Northern Kentucky

NUISANCE
Covington, Florence, Independence
Evening Rain Surge for Covington
Rain
83°/ 71°

Inner Bluegrass

NUISANCE
Lexington, Georgetown, Winchester
Overcast and Damp in Lexington
Rain
83°/ 72°

Bluegrass Foothills

NUISANCE
Richmond, Danville, Berea
Scattered Showers Diminishing by Evening
Rain
83°/ 72°

Northeast Kentucky

NUISANCE
Ashland, Morehead, Grayson
Evening Rain Likely in Ashland
Rain
83°/ 71°

Southeast Kentucky

NUISANCE
Hazard, Pikeville, Harlan
Intermittent Rain in the Mountains
Rain
82°/ 72°

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

Localized training of showers could lead to isolated rainfall totals exceeding 1.0 inch if mid-level energy pulses over-perform, particularly in the Eastern Coalfields.

💨

The 'Bust' Scenario

A more pronounced 'dry slot' could develop if the trough axis shifts faster, leaving much of the state with nothing more than persistent overcast skies and high humidity.

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 Coverage Conflict

A disagreement between global models on the extent of light precipitation. The GFS typically over-smears light rain across the entire region, while the ECMWF suggests a more fragmented, moisture-starved reality in the west.

GFS
VS
EURO
Why EURO Wins

The ECMWF handles dry slots and moisture cutoffs with superior precision in weak-flow summer regimes, avoiding the GFS tendency for 'phantom' light precipitation.

Affected Regions
PURCHASENORTHWEST PENNYRILESOUTHWEST PENNYRILE

Rainfall Efficiency War

The NAM suggests slightly higher localized totals due to better resolution of low-level convergence, whereas the GEM and GFS remain very light and stratiform.

NAM
VS
GEM
VS
GFS
Why UNCERTAIN Wins

In a low-CAPE environment, neither model has a clear physical advantage; a blend is used to account for localized variability.

Affected Regions
NORTHERN KYNORTHEAST KYSOUTHEAST COALFIELDS

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

The vertical stack shows a moist adiabatic lapse rate with no significant capping inversions. Freezing levels are extremely high, near 14,000 feet.

Thermal Boundary

No distinct thermal boundary exists; the entire state is within a uniform, warm tropical airmass.

Diurnal Trend

Muted diurnal curve due to high cloud cover; overnight lows will remain exceptionally warm in the 70s.

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 frontal passage; wind shifts are negligible and temperature drops are purely rain-cooled.

Jet Stream Support

Weak divergence in the right entrance region of a northern jet branch provides minimal lift.

Energy Status

Broad cyclonic flow with a weak shortwave trough pivoting through the Ohio Valley.

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

Deep-layer saturation between the surface and 700mb; low dewpoint depressions minimize virga risk.

Precipitation Character

Primarily stratiform rain and drizzle with very low convective potential.

Flooding Context

Ground is moist but rainfall rates are well within infiltration capacity limits.

Winter Physics

Accumulation & Layers

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

Layer Analysis

Not applicable for July.

Crystal Habit

Not applicable for July.

Road Impact

Not applicable for July.

Celestial Almanac

Moon Phase

Waxing Gibbous

91% Illumination
Moonrise
7:27 PM
Moonset
3:50 AM
Purchase Area
Sunrise
6:55 AM
Sunset
9:08 PM
Civil Dawn
6:26 AM
Civil Dusk
9:37 PM
Northwest Pennyrile
Sunrise
6:48 AM
Sunset
9:04 PM
Civil Dawn
6:18 AM
Civil Dusk
9:33 PM
Southwest Pennyrile
Sunrise
6:51 AM
Sunset
9:03 PM
Civil Dawn
6:22 AM
Civil Dusk
9:32 PM
Barren River
Sunrise
6:47 AM
Sunset
8:59 PM
Civil Dawn
6:18 AM
Civil Dusk
9:28 PM
Louisville Metro
Sunrise
6:41 AM
Sunset
8:59 PM
Civil Dawn
6:11 AM
Civil Dusk
9:29 PM
Lincoln Trail
Sunrise
6:43 AM
Sunset
8:58 PM
Civil Dawn
6:13 AM
Civil Dusk
9:28 PM
Lake Cumberland
Sunrise
6:39 AM
Sunset
8:52 PM
Civil Dawn
6:10 AM
Civil Dusk
9:21 PM
Northern Kentucky
Sunrise
6:34 AM
Sunset
8:57 PM
Civil Dawn
6:04 AM
Civil Dusk
9:27 PM
Inner Bluegrass
Sunrise
6:36 AM
Sunset
8:54 PM
Civil Dawn
6:07 AM
Civil Dusk
9:24 PM
Bluegrass Foothills
Sunrise
6:36 AM
Sunset
8:52 PM
Civil Dawn
6:07 AM
Civil Dusk
9:22 PM
Northeast Kentucky
Sunrise
6:28 AM
Sunset
8:48 PM
Civil Dawn
5:58 AM
Civil Dusk
9:18 PM
Southeast Kentucky
Sunrise
6:33 AM
Sunset
8:47 PM
Civil Dawn
6:04 AM
Civil Dusk
9:16 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.

GFS Radar forecast
GFSRadar
Jul 26, 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.