kywx
Kentucky AI Weather Engine

Kentucky AI Forecasting Beta

Tue, Dec 23
Forecast For

Monday, December 22

Updated Dec 21, 10:58 AM EST
Confidence
85%

How Did We Do?

Comparing our AI forecast to actual observations from Monday, December 22, 2025.

Temperature
±4.3°F
Average Error
Precipitation
±0.03"
Average Error
Wind Speed
±6.6mph
Average error

Regional Assessments

Purchase Area

Paducah, Murray, Mayfield
Temperature
Forecast
56° / 34°
Actual
55° / 26°
Error: 1°F high, 8°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
12 / 38 mph
Actual
4 / 18 mph
Mesonet Stations HCKM, BAND

Northwest Pennyrile

Owensboro, Henderson, Morganfield
Temperature
Forecast
51° / 31°
Actual
56° / 25°
Error: -5°F high, 6°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
13 / 37 mph
Actual
5 / 21 mph
Mesonet Stations FRNY, RPTN, GRHM, DIXO

Southwest Pennyrile

Hopkinsville, Madisonville, Princeton
Temperature
Forecast
54° / 33°
Actual
60° / 24°
Error: -6°F high, 9°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
13 / 37 mph
Actual
6 / 24 mph
Mesonet Stations PRNC, PGHL, ERLN, CADZ, CCTY

Barren River

Bowling Green, Glasgow, Franklin
Temperature
Forecast
54° / 31°
Actual
60° / 23°
Error: -6°F high, 8°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
14 / 41 mph
Actual
3 / 21 mph
Mesonet Stations FARM, WDBY, EWPK

Louisville Metro

Louisville, La Grange, Shepherdsville
Temperature
Forecast
52° / 29°
Actual
52° / 29°
Error: 0°F high, 0°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
10 / 36 mph
Actual
6 / 18 mph
Mesonet Stations LGRN

Lincoln Trail

Elizabethtown, Bardstown, Leitchfield
Temperature
Forecast
53° / 30°
Actual
61° / 20°
Error: -8°F high, 10°F low
Precipitation
Forecast
0"
Actual
0.12"
✓ Within forecast range
Wind Speed
Forecast
13 / 41 mph
Actual
4 / 20 mph
Mesonet Stations CRMT, BLRK, CCLA, BRND, HARD

Lake Cumberland

Somerset, Columbia, Monticello
Temperature
Forecast
55° / 31°
Actual
63° / 20°
Error: -8°F high, 11°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
10 / 35 mph
Actual
3 / 14 mph
Mesonet Stations PCWN, CMBA, GRDR, WOOD, GRBG

Northern Kentucky

Covington, Florence, Independence
Temperature
Forecast
47° / 25°
Actual
48° / 24°
Error: -1°F high, 1°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
9 / 30 mph
Actual
5 / 18 mph
Mesonet Stations HHTS, HUEY

Inner Bluegrass

Lexington, Georgetown, Winchester
Temperature
Forecast
52° / 28°
Actual
50° / 24°
Error: 2°F high, 4°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
12 / 39 mph
Actual
6 / 14 mph
Mesonet Stations LXGN, SPIN

Bluegrass Foothills

Richmond, Danville, Berea
Temperature
Forecast
53° / 28°
Actual
58° / 20°
Error: -5°F high, 8°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
11 / 37 mph
Actual
4 / 15 mph
Mesonet Stations LGNT

Northeast Kentucky

Ashland, Morehead, Grayson
Temperature
Forecast
48° / 28°
Actual
47° / 17°
Error: 1°F high, 11°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
6 / 20 mph
Actual
3 / 13 mph
Mesonet Stations MRHD, CHTR

Southeast Kentucky

Hazard, Pikeville, Harlan
Temperature
Forecast
54° / 30°
Actual
62° / 19°
Error: -8°F high, 11°F low
Precipitation
Forecast
0"
Actual
0.25"
±0.25" off
Wind Speed
Forecast
7 / 40 mph
Actual
2 / 14 mph
Mesonet Stations BMBL, QKSD, BNVL, VEST, RFVC, RFSM, PBDY

A Blustery and Bright Transition to Mild December Temps

Kentucky will transition from a frosty, sub-freezing morning to an unseasonably mild but very windy afternoon on Monday. High pressure exiting to the east will open the door for strong southerly winds, gusting over 40 mph in some areas, while dry air keeps the state free of precipitation despite increasing high-level clouds.

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

High confidence exists for a dry forecast across the state as all major ensembles show significant dewpoint depressions. Confidence is slightly lower on peak wind gust intensity due to model differences in boundary layer depth.

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
Windy with Increasing Evening Clouds
Cloudy
56°/ 34°

Northwest Pennyrile

NUISANCE
Owensboro, Henderson, Morganfield
Breezy and Bright Near the River
Sunny
51°/ 31°

Southwest Pennyrile

Hopkinsville, Madisonville, Princeton
Mild Afternoon with Gusty Winds
Sunny
54°/ 33°

Barren River

NUISANCE
Bowling Green, Glasgow, Franklin
Strong Gusts Across the Sinkhole Plain
Sunny
54°/ 31°

Louisville Metro

Louisville, La Grange, Shepherdsville
Chilly Start to a Sunny, Breezy Day
Sunny
52°/ 29°

Lincoln Trail

NUISANCE
Elizabethtown, Bardstown, Leitchfield
Windy Conditions atop the Escarpment
Sunny
53°/ 30°

Lake Cumberland

Somerset, Columbia, Monticello
Beautiful and Mild Day at the Lake
Sunny
55°/ 31°

Northern Kentucky

NUISANCE
Covington, Florence, Independence
Cold Start, Pleasant and Sunny Finish
Sunny
47°/ 25°

Inner Bluegrass

NUISANCE
Lexington, Georgetown, Winchester
Windy Afternoon in Lexington
Sunny
52°/ 28°

Bluegrass Foothills

Richmond, Danville, Berea
Frosty Morning Followed by Sunshine
Sunny
53°/ 28°

Northeast Kentucky

Ashland, Morehead, Grayson
Cold Valleys and Quiet Skies
Sunny
48°/ 28°

Southeast Kentucky

Hazard, Pikeville, Harlan
Sunny with High Peak Gusts
Sunny
54°/ 30°

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 boundary layer mixes deeper than the 800mb level, wind gusts could reach High Wind Warning criteria (50 mph+) across the Bluegrass and Barren River regions, and temperatures could surge into the low 60s in Southwest Kentucky due to maximum solar insolation.

💨

The 'Bust' Scenario

If mid-level cloud decks (Altostratus) thicken earlier than modeled, afternoon highs will struggle to break 50 degrees, and a stronger-than-expected morning inversion could prevent the highest wind gusts from mixing down to the surface.

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 Momentum Mix-Down

A significant discrepancy exists regarding afternoon wind gusts. The NAM forecasts aggressive mixing that brings 40-45 mph gusts to the surface, while the Euro remains much more conservative, keeping gusts under 25 mph.

NAM
VS
EURO
Why NAM Wins

With a 120kt jet streak overhead and forecast soundings showing steep low-level lapse rates, the NAM's meso-scale resolution better captures the momentum transfer potential in a dry, well-mixed environment.

Affected Regions
BARREN RIVERLINCOLN TRAILBLUEGRASS CORE

The Eastern Valley Cold Pool

Models disagree on how quickly the cold air trapped in the Eastern Kentucky valleys will be scoured out. The GFS is more aggressive with warming, while the NAM and Euro suggest 'Cold Air Damming' (CAD) will keep the deeper valleys cooler for longer.

GFS
VS
NAM
VS
EURO
Why NAM Wins

NAM's superior terrain resolution typically handles the micro-climates of the Appalachian foothills and the lingering stability in deep valleys better than the global GFS.

Affected Regions
NORTHEAST KYSOUTHEAST COALFIELDS

Celestial Almanac

Moon Phase

Waxing Crescent

5% Illumination
Moonrise
10:12 AM
Moonset
7:04 PM
Purchase Area
Sunrise
8:06 AM
Sunset
5:42 PM
Civil Dawn
7:36 AM
Civil Dusk
6:11 PM
Northwest Pennyrile
Sunrise
8:02 AM
Sunset
5:34 PM
Civil Dawn
7:32 AM
Civil Dusk
6:04 PM
Southwest Pennyrile
Sunrise
8:01 AM
Sunset
5:38 PM
Civil Dawn
7:32 AM
Civil Dusk
6:07 PM
Barren River
Sunrise
7:57 AM
Sunset
5:34 PM
Civil Dawn
7:28 AM
Civil Dusk
6:03 PM
Louisville Metro
Sunrise
7:58 AM
Sunset
5:27 PM
Civil Dawn
7:28 AM
Civil Dusk
5:57 PM
Lincoln Trail
Sunrise
7:56 AM
Sunset
5:29 PM
Civil Dawn
7:27 AM
Civil Dusk
5:59 PM
Lake Cumberland
Sunrise
7:50 AM
Sunset
5:26 PM
Civil Dawn
7:21 AM
Civil Dusk
5:55 PM
Northern Kentucky
Sunrise
7:55 AM
Sunset
5:20 PM
Civil Dawn
7:25 AM
Civil Dusk
5:50 PM
Inner Bluegrass
Sunrise
7:52 AM
Sunset
5:23 PM
Civil Dawn
7:22 AM
Civil Dusk
5:53 PM
Bluegrass Foothills
Sunrise
7:50 AM
Sunset
5:23 PM
Civil Dawn
7:21 AM
Civil Dusk
5:52 PM
Northeast Kentucky
Sunrise
7:46 AM
Sunset
5:14 PM
Civil Dawn
7:16 AM
Civil Dusk
5:44 PM
Southeast Kentucky
Sunrise
7:44 AM
Sunset
5:20 PM
Civil Dawn
7:15 AM
Civil Dusk
5:49 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.