kywx
Kentucky AI Weather Engine

Kentucky AI Forecasting Beta

Wed, Dec 31
Fri, Jan 2
Forecast For

Thursday, January 1

Updated Dec 31, 4:48 PM EST
Confidence
85%

How Did We Do?

Comparing our AI forecast to actual observations from Thursday, January 1, 2026.

Temperature
±5.5°F
Average Error
Precipitation
±0.17"
Average Error
Wind Speed
±6.1mph
Average error

Regional Assessments

Purchase Area

Paducah, Murray, Mayfield
Temperature
Forecast
51° / 32°
Actual
57° / 25°
Error: -6°F high, 7°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
6 / 12 mph
Actual
2 / 14 mph
Mesonet Stations HCKM, BAND

Northwest Pennyrile

Owensboro, Henderson, Morganfield
Temperature
Forecast
45° / 30°
Actual
53° / 24°
Error: -8°F high, 6°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
7 / 20 mph
Actual
2 / 11 mph
Mesonet Stations FRNY, RPTN, GRHM, DIXO

Southwest Pennyrile

Hopkinsville, Madisonville, Princeton
Temperature
Forecast
51° / 30°
Actual
56° / 24°
Error: -5°F high, 6°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
6 / 13 mph
Actual
3 / 14 mph
Mesonet Stations PRNC, PGHL, ERLN, CADZ, CCTY

Barren River

Bowling Green, Glasgow, Franklin
Temperature
Forecast
49° / 29°
Actual
54° / 23°
Error: -5°F high, 6°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
6 / 15 mph
Actual
2 / 14 mph
Mesonet Stations FARM, WDBY, EWPK

Louisville Metro

Louisville, La Grange, Shepherdsville
Temperature
Forecast
38° / 31°
Actual
37° / 29°
Error: 1°F high, 2°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
9 / 22 mph
Actual
5 / 19 mph
Mesonet Stations LGRN

Lincoln Trail

Elizabethtown, Bardstown, Leitchfield
Temperature
Forecast
45° / 30°
Actual
50° / 24°
Error: -5°F high, 6°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
8 / 22 mph
Actual
2 / 14 mph
Mesonet Stations CRMT, BLRK, CCLA, BRND, HARD

Lake Cumberland

Somerset, Columbia, Monticello
Temperature
Forecast
43° / 30°
Actual
54° / 22°
Error: -11°F high, 8°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
9 / 25 mph
Actual
2 / 12 mph
Mesonet Stations PCWN, CMBA, GRDR, WOOD, GRBG

Northern Kentucky

Covington, Florence, Independence
Temperature
Forecast
33° / 26°
Actual
35° / 25°
Error: -2°F high, 1°F low
Precipitation
Forecast
0"
Actual
1.19"
±1.19" off
Wind Speed
Forecast
12 / 30 mph
Actual
4 / 24 mph
Mesonet Stations HHTS, HUEY

Inner Bluegrass

Lexington, Georgetown, Winchester
Temperature
Forecast
35° / 29°
Actual
35° / 25°
Error: 0°F high, 4°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
13 / 31 mph
Actual
6 / 21 mph
Mesonet Stations LXGN, SPIN

Bluegrass Foothills

Richmond, Danville, Berea
Temperature
Forecast
39° / 30°
Actual
47° / 27°
Error: -8°F high, 3°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
14 / 32 mph
Actual
4 / 12 mph
Mesonet Stations LGNT

Northeast Kentucky

Ashland, Morehead, Grayson
Temperature
Forecast
34° / 27°
Actual
37° / 26°
Error: -3°F high, 1°F low
Precipitation
Forecast
0"
Actual
0.82"
±0.82" off
Wind Speed
Forecast
12 / 32 mph
Actual
4 / 22 mph
Mesonet Stations MRHD, CHTR

Southeast Kentucky

Hazard, Pikeville, Harlan
Temperature
Forecast
39° / 32°
Actual
51° / 26°
Error: -12°F high, 6°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
10 / 28 mph
Actual
3 / 24 mph
Mesonet Stations BMBL, QKSD, BNVL, VEST, RFVC, RFSM, PBDY

Cold, Blustery Start to 2026; Clearing in Western KY

Kentucky will ring in the New Year with a sharp contrast between a sunny, milder west and a cloudy, biting cold east. While dry conditions prevail statewide, a powerful upper-level jet will drive gusty winds and significant wind chills through the afternoon.

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

High agreement on the lack of precipitation and the thermal setup in the Northeast; slight uncertainty remains regarding the exact eastern extent of the clearing line.

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
Bright and Crisp New Year
Sunny
51°/ 32°

Northwest Pennyrile

Owensboro, Henderson, Morganfield
Afternoon Sunshine Emerges
Sunny
45°/ 30°

Southwest Pennyrile

Hopkinsville, Madisonville, Princeton
The State's High Spot
Sunny
51°/ 30°

Barren River

Bowling Green, Glasgow, Franklin
Sunny and Brisk
Sunny
49°/ 29°

Louisville Metro

Louisville, La Grange, Shepherdsville
Overcast and Chilly
Cloudy
38°/ 31°

Lincoln Trail

Elizabethtown, Bardstown, Leitchfield
Breezy and Clearing
Sunny
45°/ 30°

Lake Cumberland

Somerset, Columbia, Monticello
Cold Winds at the Lake
Cloudy
43°/ 30°

Northern Kentucky

NUISANCE
Covington, Florence, Independence
A Bitter New Year's Start
Cloudy
33°/ 26°

Inner Bluegrass

NUISANCE
Lexington, Georgetown, Winchester
Gray, Windy, and Raw
Cloudy
35°/ 29°

Bluegrass Foothills

NUISANCE
Richmond, Danville, Berea
Cold Winds and Cloud Cover
Cloudy
39°/ 30°

Northeast Kentucky

NUISANCE
Ashland, Morehead, Grayson
Cold Air Trapped in the Valleys
Cloudy
34°/ 27°

Southeast Kentucky

Hazard, Pikeville, Harlan
Mountain Winds and Gray Skies
Cloudy
39°/ 32°

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 850mb moisture lingers and the cold air damming is deeper, Northern and Northeast Kentucky could see isolated flurries and highs struggling to break 30°F, while wind gusts reach 35 mph.

💨

The 'Bust' Scenario

If the surface high builds faster and the dry slot is more aggressive, clearing skies could reach as far east as Lexington by noon, allowing temperatures to recover into the mid-40s.

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 Duel

A major discrepancy exists regarding surface wind gusts. The NAM and GFS suggest significant downward momentum transfer from the 150kt jet, resulting in 30mph+ gusts, while the Euro remains much calmer with gusts under 10mph.

NAM
VS
GFS
VS
EURO
Why NAM Wins

In a post-frontal cold advection regime with a high-velocity jet overhead, global models like the Euro often under-simulate the mixing depth. The NAM's higher resolution typically captures these momentum transfers more accurately.

Affected Regions
BLUEGRASS CORENORTHERN KYNORTHEAST KYSOUTHEAST COALFIELDS

The Western Clearing

Models disagree on how quickly the stratocumulus deck will erode. The NAM keeps the state mostly overcast, while the GFS and Euro show rapid clearing for the Purchase and Pennyrile regions.

NAM
VS
GFS
VS
EURO
Why EURO Wins

The Euro handles the magnitude of subsidence behind the departing shortwave more consistently. The NAM tends to over-saturate the boundary layer in these dry-trough setups.

Affected Regions
PURCHASENORTHWEST PENNYRILESOUTHWEST PENNYRILEBARREN RIVER

Celestial Almanac

Moon Phase

Waxing Gibbous

95% Illumination
Moonrise
3:53 PM
Moonset
6:43 AM
Purchase Area
Sunrise
8:09 AM
Sunset
5:49 PM
Civil Dawn
7:40 AM
Civil Dusk
6:18 PM
Northwest Pennyrile
Sunrise
8:05 AM
Sunset
5:41 PM
Civil Dawn
7:35 AM
Civil Dusk
6:10 PM
Southwest Pennyrile
Sunrise
8:04 AM
Sunset
5:45 PM
Civil Dawn
7:35 AM
Civil Dusk
6:14 PM
Barren River
Sunrise
8:00 AM
Sunset
5:40 PM
Civil Dawn
7:31 AM
Civil Dusk
6:09 PM
Louisville Metro
Sunrise
8:01 AM
Sunset
5:34 PM
Civil Dawn
7:31 AM
Civil Dusk
6:03 PM
Lincoln Trail
Sunrise
7:59 AM
Sunset
5:36 PM
Civil Dawn
7:30 AM
Civil Dusk
6:05 PM
Lake Cumberland
Sunrise
7:53 AM
Sunset
5:33 PM
Civil Dawn
7:24 AM
Civil Dusk
6:02 PM
Northern Kentucky
Sunrise
7:58 AM
Sunset
5:27 PM
Civil Dawn
7:28 AM
Civil Dusk
5:56 PM
Inner Bluegrass
Sunrise
7:55 AM
Sunset
5:30 PM
Civil Dawn
7:26 AM
Civil Dusk
5:59 PM
Bluegrass Foothills
Sunrise
7:53 AM
Sunset
5:30 PM
Civil Dawn
7:24 AM
Civil Dusk
5:59 PM
Northeast Kentucky
Sunrise
7:49 AM
Sunset
5:21 PM
Civil Dawn
7:19 AM
Civil Dusk
5:50 PM
Southeast Kentucky
Sunrise
7:48 AM
Sunset
5:26 PM
Civil Dawn
7:18 AM
Civil Dusk
5:55 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.