kywx
Kentucky AI Weather Engine

Kentucky AI Forecasting Beta

Wed, Apr 29
Fri, May 1
Forecast For

Thursday, April 30

Updated Apr 30, 7:02 AM EDT
Confidence
90%

How Did We Do?

Comparing our AI forecast to actual observations from Thursday, April 30, 2026.

Temperature
±2.2°F
Average Error
Precipitation
±0.00"
Average Error
Wind Speed
±3.5mph
Average error

Regional Assessments

Purchase Area

Paducah, Murray, Mayfield
Temperature
Forecast
65° / 47°
Actual
66° / 45°
Error: -1°F high, 2°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
9 / 19 mph
Actual
5 / 18 mph
Mesonet Stations HCKM, BAND

Northwest Pennyrile

Owensboro, Henderson, Morganfield
Temperature
Forecast
63° / 45°
Actual
64° / 39°
Error: -1°F high, 6°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
10 / 24 mph
Actual
5 / 21 mph
Mesonet Stations FRNY, RPTN, GRHM, DIXO

Southwest Pennyrile

Hopkinsville, Madisonville, Princeton
Temperature
Forecast
64° / 47°
Actual
64° / 41°
Error: 0°F high, 6°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
11 / 25 mph
Actual
7 / 26 mph
Mesonet Stations PRNC, PGHL, ERLN, CADZ, CCTY

Barren River

Bowling Green, Glasgow, Franklin
Temperature
Forecast
62° / 47°
Actual
66° / 43°
Error: -4°F high, 4°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
11 / 24 mph
Actual
6 / 23 mph
Mesonet Stations FARM, WDBY, EWPK

Louisville Metro

Louisville, La Grange, Shepherdsville
Temperature
Forecast
62° / 46°
Actual
60° / 43°
Error: 2°F high, 3°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
8 / 21 mph
Actual
8 / 27 mph
Mesonet Stations LGRN

Lincoln Trail

Elizabethtown, Bardstown, Leitchfield
Temperature
Forecast
61° / 46°
Actual
63° / 40°
Error: -2°F high, 6°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
9 / 20 mph
Actual
5 / 28 mph
Mesonet Stations CRMT, BLRK, CCLA, BRND, HARD

Lake Cumberland

Somerset, Columbia, Monticello
Temperature
Forecast
62° / 48°
Actual
65° / 41°
Error: -3°F high, 7°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
8 / 16 mph
Actual
4 / 19 mph
Mesonet Stations PCWN, CMBA, GRDR, WOOD, GRBG

Northern Kentucky

Covington, Florence, Independence
Temperature
Forecast
60° / 43°
Actual
60° / 40°
Error: 0°F high, 3°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
8 / 21 mph
Actual
5 / 21 mph
Mesonet Stations HHTS, HUEY

Inner Bluegrass

Lexington, Georgetown, Winchester
Temperature
Forecast
60° / 46°
Actual
62° / 43°
Error: -2°F high, 3°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
9 / 19 mph
Actual
7 / 21 mph
Mesonet Stations LXGN, SPIN

Bluegrass Foothills

Richmond, Danville, Berea
Temperature
Forecast
60° / 46°
Actual
62° / 44°
Error: -2°F high, 2°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
8 / 17 mph
Actual
4 / 17 mph
Mesonet Stations LGNT

Northeast Kentucky

Ashland, Morehead, Grayson
Temperature
Forecast
57° / 45°
Actual
62° / 39°
Error: -5°F high, 6°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
7 / 15 mph
Actual
3 / 17 mph
Mesonet Stations MRHD, CHTR

Southeast Kentucky

Hazard, Pikeville, Harlan
Temperature
Forecast
60° / 47°
Actual
64° / 32°
Error: -4°F high, 15°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
6 / 15 mph
Actual
3 / 21 mph
Mesonet Stations BMBL, QKSD, BNVL, VEST, RFVC, RFSM, PBDY

Seasonable and Bright Under Building High Pressure

A tranquil spring day is expected across the Commonwealth as high pressure slides into the Ohio Valley. Aside from lingering morning clouds in the northeast and a stray pre-dawn shower in the far southeast, dry conditions and widespread sunshine will prevail with seasonable temperatures.

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

High model agreement on the building high pressure and seasonal temperature range. Minor uncertainty remains regarding the speed of cloud clearing in the eastern mountains and the trace precipitation risk in the far southeast before dawn.

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 Seasonable
Sunny
65°/ 47°

Northwest Pennyrile

Owensboro, Henderson, Morganfield
Breezy and Bright
Sunny
63°/ 45°

Southwest Pennyrile

Hopkinsville, Madisonville, Princeton
Warm and Sunny
Sunny
64°/ 47°

Barren River

Bowling Green, Glasgow, Franklin
Comfortable Spring Sun
Sunny
62°/ 47°

Louisville Metro

Louisville, La Grange, Shepherdsville
Clear and Pleasant in the City
Sunny
62°/ 46°

Lincoln Trail

Elizabethtown, Bardstown, Leitchfield
Sunny Skies and Light Breezes
Sunny
61°/ 46°

Lake Cumberland

Somerset, Columbia, Monticello
Fair Skies and Mild
Sunny
62°/ 48°

Northern Kentucky

Covington, Florence, Independence
Crisp Morning, Sunny Afternoon
Sunny
60°/ 43°

Inner Bluegrass

Lexington, Georgetown, Winchester
Sunny and Seasonable
Sunny
60°/ 46°

Bluegrass Foothills

Richmond, Danville, Berea
Bright Skies, Mild Temperatures
Sunny
60°/ 46°

Northeast Kentucky

Ashland, Morehead, Grayson
Stubborn Morning Clouds
Cloudy
57°/ 45°

Southeast Kentucky

Hazard, Pikeville, Harlan
Early Stray Shower, Then Sunny
Sunny
60°/ 47°

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

High pressure centers more rapidly over the Bluegrass, leading to full solar insulation and highs reaching the upper 60s statewide with minimal wind.

💨

The 'Bust' Scenario

The low-level moisture trap predicted by the NAM persists longer and spreads further west, keeping the Bluegrass and Northeast under a stubborn cloud deck with highs struggling to reach 55 degrees.

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 SE Pre-Dawn QPF

The GEM is the lone model depicting measurable precipitation (0.01") in the far Southeast Coalfields before 12Z, while others remain bone dry.

GEM
VS
GFS
VS
EURO
Why UNCERTAIN Wins

While the GEM has better resolution for terrain-induced lift, the lack of deep-layer moisture suggests any precipitation will be trace-only.

Affected Regions
SOUTHEAST COALFIELDS

The Northeast Moisture Trap

The NAM and GEM suggest a persistent low-level inversion (900-850mb) will trap moisture in the Northeast Kentucky valleys, keeping skies cloudy for much of the day. The GFS and Euro are significantly more aggressive in clearing this moisture out by mid-morning.

NAM
VS
GEM
VS
GFS
Why NAM Wins

The NAM typically excels at resolving shallow, post-frontal moisture trapped by subsidence inversions in the complex terrain of the Northeast and Eastern KY.

Affected Regions
NORTHEAST KYBLUEGRASS FOOTHILLS

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 well-mixed boundary layer will develop by mid-morning, with standard adiabatic lapse rates expected across the state. A low-level subsidence inversion will be most pronounced in the northeast.

Thermal Boundary

The primary baroclinic zone and freezing line are located well to the southeast of the Commonwealth, leaving Kentucky in a stable, uniform air mass.

Diurnal Trend

A standard diurnal curve is expected, with temperatures rising efficiently from morning lows in the 40s to afternoon highs in the 60s.

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

A weak, moisture-starved cold front cleared the state between 00Z and 06Z, marked by a shift to northwesterly winds and a drop in surface dewpoints.

Jet Stream Support

The region is under the influence of the right exit region of a departing jet streak, which is contributing to the large-scale subsidence and surface high pressure.

Energy Status

Broad cyclonic flow aloft remains, but vorticity advection is neutral to negative, suppressing vertical motion.

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 dry with PWAT values below 0.5 inches. Shallow saturation is confined to the 900-850mb layer in the northeast.

Precipitation Character

Any precipitation will be light, stratiform, and confined to the pre-dawn hours in the far southeast.

Flooding Context

Ground conditions are unsaturated and river levels are falling; no hydrologic risk exists.

Celestial Almanac

Moon Phase

Waxing Gibbous

99% Illumination
Moonrise
--:--
Moonset
6:14 AM
Purchase Area
Sunrise
7:02 AM
Sunset
8:43 PM
Civil Dawn
6:34 AM
Civil Dusk
9:11 PM
Northwest Pennyrile
Sunrise
6:55 AM
Sunset
8:38 PM
Civil Dawn
6:26 AM
Civil Dusk
9:06 PM
Southwest Pennyrile
Sunrise
6:58 AM
Sunset
8:38 PM
Civil Dawn
6:30 AM
Civil Dusk
9:06 PM
Barren River
Sunrise
6:54 AM
Sunset
8:34 PM
Civil Dawn
6:26 AM
Civil Dusk
9:02 PM
Louisville Metro
Sunrise
6:48 AM
Sunset
8:34 PM
Civil Dawn
6:20 AM
Civil Dusk
9:02 PM
Lincoln Trail
Sunrise
6:50 AM
Sunset
8:33 PM
Civil Dawn
6:22 AM
Civil Dusk
9:01 PM
Lake Cumberland
Sunrise
6:46 AM
Sunset
8:27 PM
Civil Dawn
6:18 AM
Civil Dusk
8:55 PM
Northern Kentucky
Sunrise
6:42 AM
Sunset
8:30 PM
Civil Dawn
6:13 AM
Civil Dusk
8:59 PM
Inner Bluegrass
Sunrise
6:44 AM
Sunset
8:28 PM
Civil Dawn
6:15 AM
Civil Dusk
8:56 PM
Bluegrass Foothills
Sunrise
6:43 AM
Sunset
8:27 PM
Civil Dawn
6:15 AM
Civil Dusk
8:55 PM
Northeast Kentucky
Sunrise
6:35 AM
Sunset
8:21 PM
Civil Dawn
6:07 AM
Civil Dusk
8:50 PM
Southeast Kentucky
Sunrise
6:40 AM
Sunset
8:21 PM
Civil Dawn
6:12 AM
Civil Dusk
8:49 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.