kywx
Kentucky AI Weather Engine

Kentucky AI Forecasting Beta

Sun, Dec 28
Tue, Dec 30
Forecast For

Monday, December 29

Updated Dec 28, 6:20 PM EST
Confidence
85%

How Did We Do?

Comparing our AI forecast to actual observations from Monday, December 29, 2025.

Temperature
±25.3°F
Average Error
Precipitation
±24.58"
Average Error
Wind Speed
±4.8mph
Average error

Regional Assessments

Purchase Area

Paducah, Murray, Mayfield
Temperature
Forecast
35° / 24°
Actual
71° / 21°
Error: -36°F high, 3°F low
Precipitation
Forecast
0"
Actual
9.83"
±9.83" off
Wind Speed
Forecast
18 / 40 mph
Actual
12 / 42 mph
Mesonet Stations HCKM, BAND

Northwest Pennyrile

Owensboro, Henderson, Morganfield
Temperature
Forecast
32° / 22°
Actual
70° / 19°
Error: -38°F high, 3°F low
Precipitation
Forecast
0"
Actual
40.49"
±40.49" off
Wind Speed
Forecast
21 / 38 mph
Actual
17 / 51 mph
Mesonet Stations FRNY, RPTN, GRHM, DIXO

Southwest Pennyrile

Hopkinsville, Madisonville, Princeton
Temperature
Forecast
34° / 24°
Actual
70° / 22°
Error: -36°F high, 2°F low
Precipitation
Forecast
0"
Actual
33.53"
±33.53" off
Wind Speed
Forecast
18 / 35 mph
Actual
14 / 49 mph
Mesonet Stations PRNC, PGHL, ERLN, CADZ, CCTY

Barren River

Bowling Green, Glasgow, Franklin
Temperature
Forecast
36° / 24°
Actual
72° / 24°
Error: -36°F high, 0°F low
Precipitation
Forecast
0"
Actual
19.91"
±19.91" off
Wind Speed
Forecast
18 / 35 mph
Actual
16 / 49 mph
Mesonet Stations FARM, WDBY, EWPK

Louisville Metro

Louisville, La Grange, Shepherdsville
Temperature
Forecast
38° / 23°
Actual
70° / 19°
Error: -32°F high, 4°F low
Precipitation
Forecast
0"
Actual
9.72"
±9.72" off
Wind Speed
Forecast
20 / 35 mph
Actual
17 / 46 mph
Mesonet Stations LGRN

Lincoln Trail

Elizabethtown, Bardstown, Leitchfield
Temperature
Forecast
38° / 23°
Actual
71° / 20°
Error: -33°F high, 3°F low
Precipitation
Forecast
0"
Actual
47.86"
±47.86" off
Wind Speed
Forecast
19 / 35 mph
Actual
15 / 50 mph
Mesonet Stations CRMT, BLRK, CCLA, BRND, HARD

Lake Cumberland

Somerset, Columbia, Monticello
Temperature
Forecast
62° / 23°
Actual
71° / 22°
Error: -9°F high, 1°F low
Precipitation
Forecast
0"
Actual
35.3"
±35.3" off
Wind Speed
Forecast
20 / 50 mph
Actual
12 / 49 mph
Mesonet Stations PCWN, CMBA, GRDR, WOOD, GRBG

Northern Kentucky

Covington, Florence, Independence
Temperature
Forecast
42° / 22°
Actual
69° / 19°
Error: -27°F high, 3°F low
Precipitation
Forecast
0"
Actual
19.23"
±19.23" off
Wind Speed
Forecast
19 / 38 mph
Actual
12 / 36 mph
Mesonet Stations HHTS, HUEY

Inner Bluegrass

Lexington, Georgetown, Winchester
Temperature
Forecast
45° / 22°
Actual
68° / 21°
Error: -23°F high, 1°F low
Precipitation
Forecast
0"
Actual
12.33"
±12.33" off
Wind Speed
Forecast
23 / 40 mph
Actual
19 / 44 mph
Mesonet Stations LXGN, SPIN

Bluegrass Foothills

Richmond, Danville, Berea
Temperature
Forecast
58° / 22°
Actual
68° / 22°
Error: -10°F high, 0°F low
Precipitation
Forecast
0"
Actual
5.21"
±5.21" off
Wind Speed
Forecast
18 / 50 mph
Actual
15 / 40 mph
Mesonet Stations LGNT

Northeast Kentucky

Ashland, Morehead, Grayson
Temperature
Forecast
56° / 24°
Actual
70° / 22°
Error: -14°F high, 2°F low
Precipitation
Forecast
0"
Actual
20.41"
±20.41" off
Wind Speed
Forecast
17 / 44 mph
Actual
12 / 45 mph
Mesonet Stations MRHD, CHTR

Southeast Kentucky

Hazard, Pikeville, Harlan
Temperature
Forecast
62° / 23°
Actual
71° / 22°
Error: -9°F high, 1°F low
Precipitation
Forecast
0"
Actual
41.16"
±41.16" off
Wind Speed
Forecast
17 / 44 mph
Actual
9 / 42 mph
Mesonet Stations BMBL, QKSD, BNVL, VEST, RFVC, RFSM, PBDY

Dangerous Arctic Crash & Powerful Winds Grip Kentucky

A powerful arctic cold front will sweep across Kentucky on Monday, triggering a massive, non-diurnal temperature plunge and high-velocity wind gusts. While dynamic support is extreme, the atmosphere remains moisture-starved, keeping precipitation limited to scattered flurries. Wind chills will drop into the single digits for many by sunset.

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

High agreement on the timing of the arctic front and the magnitude of the temperature crash; minor uncertainty remains regarding cloud clearing and the potential for non-accumulating flurries.

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

IMPACTFUL
Paducah, Murray, Mayfield
Frigid Sunshine and Biting Winds
Sunny
35°/ 24°

Northwest Pennyrile

IMPACTFUL
Owensboro, Henderson, Morganfield
Biting Winds and Grey Skies
Cloudy
32°/ 22°

Southwest Pennyrile

IMPACTFUL
Hopkinsville, Madisonville, Princeton
Cold and Bright Behind the Front
Sunny
34°/ 24°

Barren River

IMPACTFUL
Bowling Green, Glasgow, Franklin
Sharp Evening Temperature Crash
Sunny
36°/ 24°

Louisville Metro

IMPACTFUL
Louisville, La Grange, Shepherdsville
City Wind Tunnel and Deep Chill
Cloudy
38°/ 23°

Lincoln Trail

IMPACTFUL
Elizabethtown, Bardstown, Leitchfield
Biting Ridge-Top Winds
Cloudy
38°/ 23°

Lake Cumberland

IMPACTFUL
Somerset, Columbia, Monticello
Extreme 40-Degree Temperature Crash
Cloudy
62°/ 23°

Northern Kentucky

IMPACTFUL
Covington, Florence, Independence
The Deep Freeze Begins
Cloudy
42°/ 22°

Inner Bluegrass

IMPACTFUL
Lexington, Georgetown, Winchester
Dangerous Wind Chills in Lexington
Cloudy
45°/ 22°

Bluegrass Foothills

IMPACTFUL
Richmond, Danville, Berea
Rugged Terrain Arctic Blast
Cloudy
58°/ 22°

Northeast Kentucky

IMPACTFUL
Ashland, Morehead, Grayson
Morning Flash Freeze
Cloudy
56°/ 24°

Southeast Kentucky

IMPACTFUL
Hazard, Pikeville, Harlan
Dramatic Mountain Flash Freeze
Cloudy
62°/ 23°

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 low-level moisture recovery is slightly faster than modeled, a narrow, high-intensity band of snow squalls could develop along the frontal boundary, causing brief whiteout conditions and rapid accumulation of a dusting to half an inch.

💨

The 'Bust' Scenario

If the dry slot is even more aggressive as the GFS suggests, the state will see rapid clearing and high sunshine by midday, slightly mitigating the feel of the cold despite the crashing temperatures.

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 Transfer Melee

A conflict between the NAM's aggressive 50mph gust potential and the more conservative Euro/GFS outputs near 35-40mph.

NAM
VS
GFS
VS
EURO
Why NAM Wins

The NAM resolves the high-resolution pressure gradient and momentum transfer from the 175mph jet streak more effectively in high-shear, low-CAPE environments.

Affected Regions
LAKE CUMBERLANDBLUEGRASS FOOTHILLSNORTHEAST KY

The Cloud Shield Conundrum

The GFS suggests rapid post-frontal clearing (sunny), while the NAM and Euro hold onto low-level stratus (cloudy) for much of the day.

GFS
VS
EURO
VS
NAM
Why EURO Wins

The Euro handles moisture trapping under subsidence inversions better than the GFS, which tends to over-scour low-level moisture.

Affected Regions
NORTHERN KYBLUEGRASS CORENORTHEAST KY

Celestial Almanac

Moon Phase

Waxing Gibbous

71% Illumination
Moonrise
1:35 PM
Moonset
2:58 AM
Purchase Area
Sunrise
8:08 AM
Sunset
5:46 PM
Civil Dawn
7:39 AM
Civil Dusk
6:15 PM
Northwest Pennyrile
Sunrise
8:04 AM
Sunset
5:38 PM
Civil Dawn
7:35 AM
Civil Dusk
6:08 PM
Southwest Pennyrile
Sunrise
8:03 AM
Sunset
5:43 PM
Civil Dawn
7:34 AM
Civil Dusk
6:11 PM
Barren River
Sunrise
7:59 AM
Sunset
5:38 PM
Civil Dawn
7:30 AM
Civil Dusk
6:07 PM
Louisville Metro
Sunrise
8:00 AM
Sunset
5:32 PM
Civil Dawn
7:30 AM
Civil Dusk
6:01 PM
Lincoln Trail
Sunrise
7:59 AM
Sunset
5:34 PM
Civil Dawn
7:30 AM
Civil Dusk
6:03 PM
Lake Cumberland
Sunrise
7:52 AM
Sunset
5:30 PM
Civil Dawn
7:23 AM
Civil Dusk
5:59 PM
Northern Kentucky
Sunrise
7:57 AM
Sunset
5:24 PM
Civil Dawn
7:27 AM
Civil Dusk
5:54 PM
Inner Bluegrass
Sunrise
7:54 AM
Sunset
5:27 PM
Civil Dawn
7:25 AM
Civil Dusk
5:57 PM
Bluegrass Foothills
Sunrise
7:53 AM
Sunset
5:27 PM
Civil Dawn
7:23 AM
Civil Dusk
5:57 PM
Northeast Kentucky
Sunrise
7:48 AM
Sunset
5:19 PM
Civil Dawn
7:18 AM
Civil Dusk
5:48 PM
Southeast Kentucky
Sunrise
7:47 AM
Sunset
5:24 PM
Civil Dawn
7:18 AM
Civil Dusk
5:53 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.