kywx
Kentucky AI Weather Engine

Kentucky AI Forecasting Beta

Thu, Jun 4
Sat, Jun 6
Forecast For

Friday, June 5

Updated Jun 4, 7:13 AM EDT
Confidence
70%

Early Summer Warmth with Increasing Evening Clouds

A stable and warm early June airmass will dominate Kentucky, with temperatures climbing into the low-to-mid 80s statewide. While most of the Commonwealth remains dry under a building ridge, a weak mid-level disturbance will bring increased cloud cover and a slight chance for light rain to the far western Purchase region by evening.

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

High confidence exists for the temperature forecast and the dry conditions for 90% of the state. Confidence is lower regarding the exact northern and eastern extent of light rain showers in the Purchase region during the evening hours.

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
Late Day Showers Possible
Rain
84°/ 64°

Northwest Pennyrile

Owensboro, Henderson, Morganfield
Very Warm and Mainly Dry
Cloudy
85°/ 64°

Southwest Pennyrile

Hopkinsville, Madisonville, Princeton
Comfortable Heat with Passing Clouds
Cloudy
83°/ 62°

Barren River

Bowling Green, Glasgow, Franklin
Warm and Stable Conditions
Sunny
82°/ 62°

Louisville Metro

Louisville, La Grange, Shepherdsville
Warm City Afternoon
Cloudy
86°/ 65°

Lincoln Trail

Elizabethtown, Bardstown, Leitchfield
Bright and Seasonable
Sunny
82°/ 61°

Lake Cumberland

Somerset, Columbia, Monticello
Perfect Boating Weather
Sunny
82°/ 62°

Northern Kentucky

Covington, Florence, Independence
Sunny and Breezy
Sunny
83°/ 63°

Inner Bluegrass

Lexington, Georgetown, Winchester
Warm and Pleasant
Sunny
81°/ 61°

Bluegrass Foothills

Richmond, Danville, Berea
Great Early June Weather
Sunny
82°/ 60°

Northeast Kentucky

Ashland, Morehead, Grayson
Hottest in the Valleys
Sunny
86°/ 61°

Southeast Kentucky

Hazard, Pikeville, Harlan
Mild Mountain Sunshine
Sunny
83°/ 60°

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 the shortwave trough arrives with more moisture than anticipated, light rain showers could spread across the entire Western half of Kentucky (Purchase and Pennyrile) by sunset, with totals reaching 0.05 inches.

💨

The 'Bust' Scenario

If the dry layer at 850mb remains as robust as the GFS suggests, the shortwave will pass as a mere 'cloud-maker,' resulting in zero measurable precipitation and a continuation of the statewide dry spell.

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.

Boundary Layer Heat Spread

The GFS is a significant cool outlier, suggesting highs only in the mid-70s for Western KY, while the NAM and Euro suggest mid-80s.

GFS
VS
NAM
VS
EURO
Why EURO Wins

The Euro and NAM are in better agreement regarding the strength of the ridge and the degree of low-level warm air advection. The GFS appears to be overestimating the impact of cloud cover on afternoon high temperatures.

Affected Regions
PURCHASENORTHWEST PENNYRILESOUTHWEST PENNYRILE

The Purchase Precip Paradox

The NAM is aggressively pushing a localized light rain signal into the far Western tip of the state after 21z, while the GFS and Euro maintain a bone-dry column.

NAM
VS
GFS
VS
EURO
Why NAM Wins

The NAM's higher resolution typically captures subtle mesoscale shortwaves and the associated isentropic lift better than global models in the 12-24 hour window. We will forecast low-end PoPs for the far West.

Affected Regions
PURCHASE

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 summer-like profile with a deep, well-mixed boundary layer extending to nearly 800mb. Lapse rates are nearly dry-adiabatic (approx 8-9 C/km) in the low levels, supporting efficient heating.

Thermal Boundary

No significant thermal boundaries; the entire state is situated in the warm sector south of the primary polar jet.

Diurnal Trend

Strictly diurnal heating curve. Radiational cooling will be efficient in the East where skies remain clear, while Western regions will see a muted cooling curve due to increasing 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 front. Winds will maintain a light southwesterly component as the surface high drifts toward the Atlantic coast.

Jet Stream Support

Zonal flow aloft with the primary jet core located over the Great Lakes, providing minimal synoptic lift except for the far western counties.

Energy Status

A small, compact shortwave is entering the Purchase region from the Missouri Bootheel after 21z, providing the only source of lift in the region.

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 mostly dry below 700mb. Dewpoint depressions of 15-20°F create a high virga risk in the West, where rain may evaporate before reaching the ground.

Precipitation Character

Light, stratiform rain is expected in the far West; elsewhere, the atmosphere is too dry to support any precipitation.

Flooding Context

Ground conditions are stable with no hydrologic risk given the meager precipitation totals expected.

Celestial Almanac

Moon Phase

Waning Gibbous

77% Illumination
Moonrise
12:47 AM
Moonset
11:08 AM
Purchase Area
Sunrise
6:36 AM
Sunset
9:12 PM
Civil Dawn
6:05 AM
Civil Dusk
9:42 PM
Northwest Pennyrile
Sunrise
6:28 AM
Sunset
9:08 PM
Civil Dawn
5:57 AM
Civil Dusk
9:39 PM
Southwest Pennyrile
Sunrise
6:32 AM
Sunset
9:07 PM
Civil Dawn
6:02 AM
Civil Dusk
9:37 PM
Barren River
Sunrise
6:28 AM
Sunset
9:03 PM
Civil Dawn
5:57 AM
Civil Dusk
9:33 PM
Louisville Metro
Sunrise
6:21 AM
Sunset
9:04 PM
Civil Dawn
5:50 AM
Civil Dusk
9:35 PM
Lincoln Trail
Sunrise
6:23 AM
Sunset
9:03 PM
Civil Dawn
5:52 AM
Civil Dusk
9:33 PM
Lake Cumberland
Sunrise
6:20 AM
Sunset
8:56 PM
Civil Dawn
5:49 AM
Civil Dusk
9:26 PM
Northern Kentucky
Sunrise
6:14 AM
Sunset
9:01 PM
Civil Dawn
5:42 AM
Civil Dusk
9:33 PM
Inner Bluegrass
Sunrise
6:17 AM
Sunset
8:58 PM
Civil Dawn
5:46 AM
Civil Dusk
9:29 PM
Bluegrass Foothills
Sunrise
6:17 AM
Sunset
8:56 PM
Civil Dawn
5:46 AM
Civil Dusk
9:27 PM
Northeast Kentucky
Sunrise
6:08 AM
Sunset
8:52 PM
Civil Dawn
5:37 AM
Civil Dusk
9:23 PM
Southeast Kentucky
Sunrise
6:14 AM
Sunset
8:51 PM
Civil Dawn
5:43 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
Jun 5, 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.