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Kentucky AI Weather Engine

Kentucky AI Forecasting Beta

Sun, Jul 19
Tue, Jul 21
Forecast For

Monday, July 20

Updated Jul 19, 7:14 AM EDT
Confidence
60%

Regional Summer Downpours Amidst Persistent Humid Heat

Kentucky faces a split weather pattern this Monday. While most of Northern and Central Kentucky will enjoy a mostly sunny and dry day, moisture-rich air will trigger scattered showers in the west and concentrated heavy rainfall across the Southeast Coalfields.

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

High confidence in temperatures and humidity levels; however, significant model disagreement regarding the magnitude of rainfall in the Southeast and the overall coverage of afternoon showers reduces the score.

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
Scattered Afternoon Showers
Rain
89°/ 75°

Northwest Pennyrile

NUISANCE
Owensboro, Henderson, Morganfield
Passing Morning Showers
Rain
86°/ 72°

Southwest Pennyrile

NUISANCE
Hopkinsville, Madisonville, Princeton
Humid with Late Day Showers
Rain
88°/ 74°

Barren River

NUISANCE
Bowling Green, Glasgow, Franklin
Brief Showers in Bowling Green
Rain
87°/ 73°

Louisville Metro

Louisville, La Grange, Shepherdsville
Hot and Mostly Sunny
Sunny
88°/ 70°

Lincoln Trail

Elizabethtown, Bardstown, Leitchfield
Overcast and Muggy
Cloudy
84°/ 72°

Lake Cumberland

NUISANCE
Somerset, Columbia, Monticello
Showers Near the Plateau
Rain
88°/ 71°

Northern Kentucky

Covington, Florence, Independence
Pleasant and Sunny
Sunny
87°/ 65°

Inner Bluegrass

Lexington, Georgetown, Winchester
Bright Summer Day
Sunny
85°/ 67°

Bluegrass Foothills

Richmond, Danville, Berea
Sunny with Evening Clouds
Sunny
86°/ 68°

Northeast Kentucky

Ashland, Morehead, Grayson
Hot and Dry
Sunny
88°/ 66°

Southeast Kentucky

IMPACTFUL
Hazard, Pikeville, Harlan
Heavy Afternoon Rain Possible
Heavy_Rain
84°/ 70°

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 scenario verifies where orographic lift maximizes tropical moisture convergence, leading to localized flash flooding in the Southeast Coalfields with rainfall totals exceeding 2 inches, while pulse thunderstorms overperform in the western tiers.

💨

The 'Bust' Scenario

The GFS/Euro drier solutions win out as mid-level dry air entrainment (Virga) limits rainfall reaching the surface, leaving most of the state hot, humid, and rain-free under a building eastern ridge.

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 Southeast Moisture Surge

The NAM predicts a heavy convective rainfall event in the Southeast Coalfields with over 2 inches of liquid, while the GFS and Euro maintain a significantly drier profile with less than 0.20 inches.

NAM
VS
GFS
VS
EURO
Why NAM Wins

Mesoscale models like the NAM typically resolve orographic enhancement and localized moisture convergence in mountainous terrain better than global models, though its total is likely inflated by its known bullseye bias.

Affected Regions
SOUTHEAST COALFIELDS

Precipitation Mode Conflict

The Euro forecasts widespread light stratiform rain/drizzle, whereas the GFS and NAM suggest a more typical summer pattern of disorganized, scattered pulse convection.

EURO
VS
GFS
VS
NAM
Why GFS Wins

In a weakly forced tropical environment with high surface temps, buoyancy-driven scattered convection is physically more probable than widespread stratiform drizzle.

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 standard tropical airmass is in place with a well-mixed boundary layer and no significant inversions. The freezing level is situated above 14,000 feet, precluding any frozen precipitation.

Thermal Boundary

No distinct surface fronts are present; however, a subtle moisture boundary is focused along the Appalachian foothills in the east.

Diurnal Trend

The diurnal curve will be dominant with solar insolation driving highs into the upper 80s, though localized cooling will occur in the Southeast and West due to precipitation and cloud cover.

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 synoptic frontal passage. Evidence: Surface winds remain light from the southwest (under 10mph) with no significant pressure transitions.

Jet Stream Support

Moderate support via the right entrance region of a 250mb jet streak, providing broad-scale upper-level divergence.

Energy Status

A compact mid-level shortwave trough with vorticity maxima near 0.0001 s-1 is 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

The column is saturated below 700mb in the west and southeast, while the northeast exhibits dry mid-levels with dewpoint depressions over 15F.

Precipitation Character

Scattered convective showers and isolated pulse thunderstorms are expected, with the highest rainfall rates occurring in the Southeast Coalfields.

Flooding Context

Ground saturation is low, but high-efficiency rainfall in the southeast could cause localized drainage issues in steep terrain.

Celestial Almanac

Moon Phase

Waxing Crescent

40% Illumination
Moonrise
1:38 PM
Moonset
12:22 AM
Purchase Area
Sunrise
6:50 AM
Sunset
9:12 PM
Civil Dawn
6:21 AM
Civil Dusk
9:42 PM
Northwest Pennyrile
Sunrise
6:43 AM
Sunset
9:08 PM
Civil Dawn
6:13 AM
Civil Dusk
9:38 PM
Southwest Pennyrile
Sunrise
6:47 AM
Sunset
9:07 PM
Civil Dawn
6:17 AM
Civil Dusk
9:37 PM
Barren River
Sunrise
6:42 AM
Sunset
9:03 PM
Civil Dawn
6:13 AM
Civil Dusk
9:33 PM
Louisville Metro
Sunrise
6:36 AM
Sunset
9:04 PM
Civil Dawn
6:06 AM
Civil Dusk
9:34 PM
Lincoln Trail
Sunrise
6:38 AM
Sunset
9:03 PM
Civil Dawn
6:08 AM
Civil Dusk
9:33 PM
Lake Cumberland
Sunrise
6:34 AM
Sunset
8:56 PM
Civil Dawn
6:05 AM
Civil Dusk
9:26 PM
Northern Kentucky
Sunrise
6:29 AM
Sunset
9:01 PM
Civil Dawn
5:58 AM
Civil Dusk
9:32 PM
Inner Bluegrass
Sunrise
6:32 AM
Sunset
8:58 PM
Civil Dawn
6:01 AM
Civil Dusk
9:29 PM
Bluegrass Foothills
Sunrise
6:32 AM
Sunset
8:57 PM
Civil Dawn
6:02 AM
Civil Dusk
9:27 PM
Northeast Kentucky
Sunrise
6:23 AM
Sunset
8:52 PM
Civil Dawn
5:53 AM
Civil Dusk
9:22 PM
Southeast Kentucky
Sunrise
6:28 AM
Sunset
8:51 PM
Civil Dawn
5:59 AM
Civil Dusk
9:21 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 20, 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.