kywx
Kentucky AI Weather Engine

Kentucky AI Forecasting Beta

Tue, Dec 23
Thu, Dec 25
Forecast For

Wednesday, December 24

Updated Dec 23, 2:14 PM EST
Confidence
85%

How Did We Do?

Comparing our AI forecast to actual observations from Wednesday, December 24, 2025.

Temperature
±5.1°F
Average Error
Precipitation
±0.30"
Average Error
Wind Speed
±5.7mph
Average error

Regional Assessments

Purchase Area

Paducah, Murray, Mayfield
Temperature
Forecast
67° / 60°
Actual
74° / 55°
Error: -7°F high, 5°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
11 / 32 mph
Actual
5 / 18 mph
Mesonet Stations HCKM, BAND

Northwest Pennyrile

Owensboro, Henderson, Morganfield
Temperature
Forecast
63° / 54°
Actual
65° / 48°
Error: -2°F high, 6°F low
Precipitation
Forecast
0"
Actual
1.09"
±1.09" off
Wind Speed
Forecast
12 / 34 mph
Actual
3 / 13 mph
Mesonet Stations FRNY, RPTN, GRHM, DIXO

Southwest Pennyrile

Hopkinsville, Madisonville, Princeton
Temperature
Forecast
65° / 59°
Actual
72° / 32°
Error: -7°F high, 27°F low
Precipitation
Forecast
0"
Actual
0.53"
±0.53" off
Wind Speed
Forecast
10 / 28 mph
Actual
3 / 12 mph
Mesonet Stations PRNC, PGHL, ERLN, CADZ, CCTY

Barren River

Bowling Green, Glasgow, Franklin
Temperature
Forecast
63° / 58°
Actual
68° / 56°
Error: -5°F high, 2°F low
Precipitation
Forecast
0"
Actual
0.2"
✓ Within forecast range
Wind Speed
Forecast
10 / 30 mph
Actual
3 / 10 mph
Mesonet Stations FARM, WDBY, EWPK

Louisville Metro

Louisville, La Grange, Shepherdsville
Temperature
Forecast
60° / 48°
Actual
62° / 45°
Error: -2°F high, 3°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
9 / 30 mph
Actual
5 / 14 mph
Mesonet Stations LGRN

Lincoln Trail

Elizabethtown, Bardstown, Leitchfield
Temperature
Forecast
60° / 54°
Actual
65° / 47°
Error: -5°F high, 7°F low
Precipitation
Forecast
0"
Actual
0.4"
±0.4" off
Wind Speed
Forecast
11 / 35 mph
Actual
3 / 10 mph
Mesonet Stations CRMT, BLRK, CCLA, BRND, HARD

Lake Cumberland

Somerset, Columbia, Monticello
Temperature
Forecast
62° / 56°
Actual
68° / 54°
Error: -6°F high, 2°F low
Precipitation
Forecast
0"
Actual
0.98"
±0.98" off
Wind Speed
Forecast
8 / 26 mph
Actual
2 / 12 mph
Mesonet Stations PCWN, CMBA, GRDR, WOOD, GRBG

Northern Kentucky

Covington, Florence, Independence
Temperature
Forecast
53° / 38°
Actual
59° / 40°
Error: -6°F high, -2°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
7 / 22 mph
Actual
4 / 13 mph
Mesonet Stations HHTS, HUEY

Inner Bluegrass

Lexington, Georgetown, Winchester
Temperature
Forecast
58° / 46°
Actual
61° / 32°
Error: -3°F high, 14°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
10 / 32 mph
Actual
5 / 13 mph
Mesonet Stations LXGN, SPIN

Bluegrass Foothills

Richmond, Danville, Berea
Temperature
Forecast
61° / 51°
Actual
64° / 54°
Error: -3°F high, -3°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
9 / 25 mph
Actual
3 / 12 mph
Mesonet Stations LGNT

Northeast Kentucky

Ashland, Morehead, Grayson
Temperature
Forecast
55° / 42°
Actual
63° / 34°
Error: -8°F high, 8°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
7 / 20 mph
Actual
3 / 13 mph
Mesonet Stations MRHD, CHTR

Southeast Kentucky

Hazard, Pikeville, Harlan
Temperature
Forecast
60° / 53°
Actual
67° / 46°
Error: -7°F high, 7°F low
Precipitation
Forecast
0"
Actual
0.39"
±0.39" off
Wind Speed
Forecast
5 / 15 mph
Actual
2 / 15 mph
Mesonet Stations BMBL, QKSD, BNVL, VEST, RFVC, RFSM, PBDY

A Warm, Gray, and Breezy Christmas Eve Across Kentucky

Kentucky will experience unseasonably mild temperatures this Christmas Eve as a powerful zonal jet stream remains positioned over the Ohio Valley. Despite the strong atmospheric dynamics, a significant lack of low-level moisture will keep the Commonwealth dry, with conditions dominated by persistent cloud cover and evening wind gusts.

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

High confidence in the lack of measurable precipitation due to dry mid-levels across all models. Lower confidence on peak wind gust magnitude and the exact timing of cloud clearing in the evening.

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
Exceptionally Warm with Evening Breezes
Cloudy
67°/ 60°

Northwest Pennyrile

Owensboro, Henderson, Morganfield
Breezy and Mild Holiday
Cloudy
63°/ 54°

Southwest Pennyrile

Hopkinsville, Madisonville, Princeton
Spring-Like Warmth Continues
Cloudy
65°/ 59°

Barren River

Bowling Green, Glasgow, Franklin
Mild and Gray for Bowling Green
Cloudy
63°/ 58°

Louisville Metro

Louisville, La Grange, Shepherdsville
Dry and Mild in the City
Cloudy
60°/ 48°

Lincoln Trail

Elizabethtown, Bardstown, Leitchfield
Breezy and Overcast
Cloudy
60°/ 54°

Lake Cumberland

Somerset, Columbia, Monticello
Pleasant Holiday Near the Lake
Cloudy
62°/ 56°

Northern Kentucky

Covington, Florence, Independence
Cooler but Calm Christmas Eve
Cloudy
53°/ 38°

Inner Bluegrass

Lexington, Georgetown, Winchester
Dry Skies and Evening Winds
Cloudy
58°/ 46°

Bluegrass Foothills

Richmond, Danville, Berea
Quiet and Mild in the Foothills
Cloudy
61°/ 51°

Northeast Kentucky

Ashland, Morehead, Grayson
Dry Despite Gray Skies
Cloudy
55°/ 42°

Southeast Kentucky

Hazard, Pikeville, Harlan
Mild Christmas Eve in the Mountains
Cloudy
60°/ 53°

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 'Spring Preview' scenario: If the mid-level cloud deck breaks earlier than expected, solar insolation could push temperatures into the lower 70s in Western Kentucky, while peak wind gusts could exceed 40 mph due to deeper boundary layer mixing.

💨

The 'Bust' Scenario

The 'Gloomy & Cool' scenario: If the NAM's thicker moisture profile wins, persistent low-level stratus could trap cooler air near the surface, keeping temperatures in the 50s statewide and suppressing the higher wind gusts from reaching the ground.

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 Sky Cover Conflict

The GFS suggests nearly clear skies with deep-column drying, whereas the NAM and Euro maintain significant saturation between 600mb and 400mb, leading to a persistent 'gray' Christmas Eve.

GFS
VS
NAM
VS
EURO
Why EURO Wins

In high-shear zonal flow with a 130kt jet, the Euro and NAM's representation of thick altostratus and cirrus is meteorologically more consistent than the GFS's aggressive clearing.

Affected Regions
PURCHASELOUISVILLE METROBLUEGRASS CORENORTHERN KY

The Evening Gust Gamble

GFS and NAM forecast significant surface gusts (30-37mph) as the LLJ intensifies after 00z, while the Euro remains much more conservative with surface impacts.

GFS
VS
NAM
VS
EURO
Why BLEND Wins

While the Euro often under-represents gust potential in WAA regimes, the GFS is likely over-mixing. A blend captures the reality of a 40kt LLJ at 925mb over Kentucky's rolling terrain.

Affected Regions
NORTHWEST PENNYRILELINCOLN TRAILBLUEGRASS CORE

Celestial Almanac

Moon Phase

Waxing Crescent

18% Illumination
Moonrise
11:16 AM
Moonset
9:14 PM
Purchase Area
Sunrise
8:06 AM
Sunset
5:43 PM
Civil Dawn
7:37 AM
Civil Dusk
6:12 PM
Northwest Pennyrile
Sunrise
8:02 AM
Sunset
5:35 PM
Civil Dawn
7:33 AM
Civil Dusk
6:05 PM
Southwest Pennyrile
Sunrise
8:01 AM
Sunset
5:39 PM
Civil Dawn
7:32 AM
Civil Dusk
6:08 PM
Barren River
Sunrise
7:58 AM
Sunset
5:35 PM
Civil Dawn
7:29 AM
Civil Dusk
6:04 PM
Louisville Metro
Sunrise
7:58 AM
Sunset
5:29 PM
Civil Dawn
7:29 AM
Civil Dusk
5:58 PM
Lincoln Trail
Sunrise
7:57 AM
Sunset
5:31 PM
Civil Dawn
7:28 AM
Civil Dusk
6:00 PM
Lake Cumberland
Sunrise
7:50 AM
Sunset
5:27 PM
Civil Dawn
7:21 AM
Civil Dusk
5:56 PM
Northern Kentucky
Sunrise
7:56 AM
Sunset
5:21 PM
Civil Dawn
7:26 AM
Civil Dusk
5:51 PM
Inner Bluegrass
Sunrise
7:53 AM
Sunset
5:24 PM
Civil Dawn
7:23 AM
Civil Dusk
5:54 PM
Bluegrass Foothills
Sunrise
7:51 AM
Sunset
5:24 PM
Civil Dawn
7:22 AM
Civil Dusk
5:54 PM
Northeast Kentucky
Sunrise
7:47 AM
Sunset
5:15 PM
Civil Dawn
7:17 AM
Civil Dusk
5:45 PM
Southeast Kentucky
Sunrise
7:45 AM
Sunset
5:21 PM
Civil Dawn
7:16 AM
Civil Dusk
5:50 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.