kywx
Kentucky AI Weather Engine

Kentucky AI Forecasting Beta

Thu, Aug 20
Sat, Aug 22
Forecast For

Friday, August 21

Updated Aug 21, 7:14 AM EDT

NWS Alerts Active This Day

Special Weather Statement

Aug 21, 12:15 AM -> Aug 21, 6:15 AM
Moderate Severity

Special Weather Statement issued August 21 at 12:15AM EDT by NWS Jackson KY

Special Weather Statement

Aug 21, 12:21 AM -> Aug 21, 7:00 AM
Moderate Severity

Special Weather Statement issued August 21 at 12:21AM EDT by NWS Charleston WV

Special Weather Statement

Aug 21, 1:04 AM -> Aug 21, 8:30 AM
Moderate Severity

Special Weather Statement issued August 21 at 1:04AM EDT by NWS Louisville KY

Special Weather Statement

Aug 21, 5:41 AM -> Aug 21, 7:45 AM
Moderate Severity

Special Weather Statement issued August 21 at 5:41AM EDT by NWS Wilmington OH

Special Weather Statement

Aug 21, 5:42 AM -> Aug 21, 9:00 AM
Moderate Severity

Special Weather Statement issued August 21 at 5:42AM EDT by NWS Wilmington OH

Special Weather Statement

Aug 21, 5:59 AM -> Aug 21, 9:15 AM
Moderate Severity

Special Weather Statement issued August 21 at 5:59AM EDT by NWS Jackson KY

Flood Advisory

Aug 21, 5:00 PM -> Aug 21, 8:00 PM
Minor Severity

Flood Advisory issued August 21 at 5:00PM EDT until August 21 at 8:00PM EDT by NWS Jackson KY

Confidence
85%

Morning Showers East and South; Dry and Warm Out West

A weak mid-level disturbance will track across the southern and eastern portions of Kentucky today, bringing scattered light rain showers and persistent cloud cover. Western and Northern Kentucky will remain under the influence of high pressure, resulting in mostly sunny skies and seasonable late-summer warmth.

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

High confidence in temperatures and the lack of severe weather; minor uncertainty remains regarding the western extent of light sprinkles and the exact timing of clearing in the east.

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 Warm
Sunny
88°/ 68°

Northwest Pennyrile

Owensboro, Henderson, Morganfield
Mostly Sunny Afternoon
Sunny
86°/ 68°

Southwest Pennyrile

Hopkinsville, Madisonville, Princeton
Bright Summer Skies
Sunny
87°/ 69°

Barren River

Bowling Green, Glasgow, Franklin
Morning Clouds, Afternoon Sun
Cloudy
86°/ 69°

Louisville Metro

Louisville, La Grange, Shepherdsville
Sunny City Skies
Sunny
86°/ 68°

Lincoln Trail

Elizabethtown, Bardstown, Leitchfield
Mostly Sunny and Pleasant
Sunny
85°/ 67°

Lake Cumberland

NUISANCE
Somerset, Columbia, Monticello
Damp Morning, Clearing Later
Rain
84°/ 67°

Northern Kentucky

Covington, Florence, Independence
Sunny and Seasonable
Sunny
85°/ 66°

Inner Bluegrass

Lexington, Georgetown, Winchester
Partly Cloudy and Warm
Cloudy
84°/ 66°

Bluegrass Foothills

NUISANCE
Richmond, Danville, Berea
Morning Light Showers
Rain
82°/ 66°

Northeast Kentucky

NUISANCE
Ashland, Morehead, Grayson
Cloudy with Light Rain
Rain
81°/ 65°

Southeast Kentucky

NUISANCE
Hazard, Pikeville, Harlan
Damp and Humid Day
Rain
82°/ 65°

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

If orographic enhancement in the southeast is more efficient and the shortwave slows, rainfall totals could reach 0.25-0.50 inches in the mountains with clouds lingering statewide, keeping highs in the 70s.

💨

The 'Bust' Scenario

If mid-level dry air entrainment occurs as suggested by some GFS soundings, the morning rain would dissipate into virga, leaving the state dry with only scattered mid-level clouds and temperatures reaching the upper 80s.

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 Moisture Cutoff

The NAM and Euro suggest a weak surface trough will pull enough moisture west to trigger sprinkles in the Louisville and Pennyrile regions, whereas the GFS maintains a much sharper dry line, keeping everything east of I-75.

NAM
VS
EURO
VS
GFS
Why GFS Wins

GFS often handles the placement of dry surface high pressure more accurately in late-summer patterns; current dewpoint depressions in the west suggest mid-level moisture will struggle to reach the surface.

Affected Regions
LOUISVILLE METRONORTHWEST PENNYRILELINCOLN TRAIL

Orographic Duration

Models disagree on how long light rain persists in the Coalfields. The NAM clears the area by 18Z, while the Euro and GFS suggest upslope flow keeps light rain or drizzle through the evening.

NAM
VS
EURO
VS
GFS
Why EURO Wins

The Euro tends to resolve the lingering effects of weak surface troughs and terrain-trapped moisture better than the faster NAM solutions.

Affected Regions
SOUTHEAST COALFIELDSNORTHEAST KY

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

Standard late-summer adiabatic lapse rate with no significant inversions present. Vertical temperature profiles show a well-mixed boundary layer across the west, while the east remains closer to a moist-adiabatic state due to saturation below 700mb.

Thermal Boundary

A diffuse moisture boundary is located roughly along the I-75 corridor, shifting slowly eastward throughout the day.

Diurnal Trend

Standard diurnal curve for most regions, though cloud-shrouded areas in the southeast will see a muted rise in temperatures compared to the western Purchase.

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 distinct surface frontal passage. Surface winds remain light and variable as the pressure gradient is weak under a broad 1018mb high.

Jet Stream Support

Subtle lift from the right entrance region of a 250mb jet max over the Mid-Atlantic provides minimal synoptic support for the southern rain shield.

Energy Status

A low-amplitude shortwave trough is currently pivoting through the Tennessee Valley with peak 500mb vorticity localized over the Cumberland plateau.

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 in the 850mb-700mb layer across Southern and Eastern KY. Western KY remains deeply unsaturated above the boundary layer.

Precipitation Character

Stratiform light rain and drizzle. Zero CAPE and weak lapse rates preclude any convective bursts or lightning.

Flooding Context

No flooding risk. QPF is significantly below 0.25 inches statewide and antecedent ground conditions are not saturated.

Winter Physics

Accumulation & Layers

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

Layer Analysis

Not applicable; surface and 850mb temperatures remain well above 15C.

Crystal Habit

Not applicable.

Road Impact

Not applicable.

Celestial Almanac

Moon Phase

Waxing Gibbous

63% Illumination
Moonrise
4:31 PM
Moonset
12:59 AM
Purchase Area
Sunrise
7:17 AM
Sunset
8:40 PM
Civil Dawn
6:50 AM
Civil Dusk
9:07 PM
Northwest Pennyrile
Sunrise
7:10 AM
Sunset
8:35 PM
Civil Dawn
6:42 AM
Civil Dusk
9:03 PM
Southwest Pennyrile
Sunrise
7:13 AM
Sunset
8:35 PM
Civil Dawn
6:46 AM
Civil Dusk
9:03 PM
Barren River
Sunrise
7:09 AM
Sunset
8:31 PM
Civil Dawn
6:41 AM
Civil Dusk
8:59 PM
Louisville Metro
Sunrise
7:04 AM
Sunset
8:30 PM
Civil Dawn
6:36 AM
Civil Dusk
8:58 PM
Lincoln Trail
Sunrise
7:05 AM
Sunset
8:30 PM
Civil Dawn
6:38 AM
Civil Dusk
8:58 PM
Lake Cumberland
Sunrise
7:01 AM
Sunset
8:24 PM
Civil Dawn
6:34 AM
Civil Dusk
8:51 PM
Northern Kentucky
Sunrise
6:58 AM
Sunset
8:27 PM
Civil Dawn
6:30 AM
Civil Dusk
8:55 PM
Inner Bluegrass
Sunrise
6:59 AM
Sunset
8:25 PM
Civil Dawn
6:32 AM
Civil Dusk
8:53 PM
Bluegrass Foothills
Sunrise
6:59 AM
Sunset
8:24 PM
Civil Dawn
6:31 AM
Civil Dusk
8:51 PM
Northeast Kentucky
Sunrise
6:51 AM
Sunset
8:18 PM
Civil Dawn
6:23 AM
Civil Dusk
8:46 PM
Southeast Kentucky
Sunrise
6:55 AM
Sunset
8:19 PM
Civil Dawn
6:28 AM
Civil Dusk
8:46 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.