kywx
Kentucky AI Weather Engine

Kentucky AI Forecasting Beta

Wed, Dec 24
Fri, Dec 26
Forecast For

Thursday, December 25

Updated Dec 24, 5:05 PM EST
Confidence
90%

How Did We Do?

Comparing our AI forecast to actual observations from Thursday, December 25, 2025.

Temperature
±2.7°F
Average Error
Precipitation
±0.42"
Average Error
Wind Speed
±5.0mph
Average error

Regional Assessments

Purchase Area

Paducah, Murray, Mayfield
Temperature
Forecast
70° / 61°
Actual
69° / 58°
Error: 1°F high, 3°F low
Precipitation
Forecast
0"
Actual
0.05"
✓ Within forecast range
Wind Speed
Forecast
11 / 31 mph
Actual
8 / 25 mph
Mesonet Stations HCKM, BAND

Northwest Pennyrile

Owensboro, Henderson, Morganfield
Temperature
Forecast
67° / 61°
Actual
65° / 47°
Error: 2°F high, 14°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
11 / 34 mph
Actual
6 / 18 mph
Mesonet Stations FRNY, RPTN, GRHM, DIXO

Southwest Pennyrile

Hopkinsville, Madisonville, Princeton
Temperature
Forecast
68° / 60°
Actual
68° / 56°
Error: 0°F high, 4°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
11 / 31 mph
Actual
6 / 18 mph
Mesonet Stations PRNC, PGHL, ERLN, CADZ, CCTY

Barren River

Bowling Green, Glasgow, Franklin
Temperature
Forecast
66° / 59°
Actual
67° / 49°
Error: -1°F high, 10°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
11 / 32 mph
Actual
4 / 13 mph
Mesonet Stations FARM, WDBY, EWPK

Louisville Metro

Louisville, La Grange, Shepherdsville
Temperature
Forecast
64° / 57°
Actual
62° / 54°
Error: 2°F high, 3°F low
Precipitation
Forecast
0"
Actual
0.22"
✓ Within forecast range
Wind Speed
Forecast
9 / 30 mph
Actual
6 / 16 mph
Mesonet Stations LGRN

Lincoln Trail

Elizabethtown, Bardstown, Leitchfield
Temperature
Forecast
63° / 59°
Actual
64° / 46°
Error: -1°F high, 13°F low
Precipitation
Forecast
0"
Actual
0.09"
✓ Within forecast range
Wind Speed
Forecast
11 / 32 mph
Actual
4 / 17 mph
Mesonet Stations CRMT, BLRK, CCLA, BRND, HARD

Lake Cumberland

Somerset, Columbia, Monticello
Temperature
Forecast
62° / 58°
Actual
67° / 49°
Error: -5°F high, 9°F low
Precipitation
Forecast
0"
Actual
0.43"
±0.43" off
Wind Speed
Forecast
9 / 30 mph
Actual
4 / 14 mph
Mesonet Stations PCWN, CMBA, GRDR, WOOD, GRBG

Northern Kentucky

Covington, Florence, Independence
Temperature
Forecast
58° / 46°
Actual
60° / 49°
Error: -2°F high, -3°F low
Precipitation
Forecast
0"
Actual
1.06"
±1.06" off
Wind Speed
Forecast
8 / 24 mph
Actual
5 / 19 mph
Mesonet Stations HHTS, HUEY

Inner Bluegrass

Lexington, Georgetown, Winchester
Temperature
Forecast
62° / 54°
Actual
63° / 54°
Error: -1°F high, 0°F low
Precipitation
Forecast
0"
Actual
0.37"
±0.37" off
Wind Speed
Forecast
12 / 33 mph
Actual
6 / 15 mph
Mesonet Stations LXGN, SPIN

Bluegrass Foothills

Richmond, Danville, Berea
Temperature
Forecast
62° / 56°
Actual
66° / 56°
Error: -4°F high, 0°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
11 / 34 mph
Actual
5 / 15 mph
Mesonet Stations LGNT

Northeast Kentucky

Ashland, Morehead, Grayson
Temperature
Forecast
59° / 48°
Actual
64° / 41°
Error: -5°F high, 7°F low
Precipitation
Forecast
0"
Actual
2.7"
±2.7" off
Wind Speed
Forecast
7 / 21 mph
Actual
3 / 17 mph
Mesonet Stations MRHD, CHTR

Southeast Kentucky

Hazard, Pikeville, Harlan
Temperature
Forecast
61° / 57°
Actual
69° / 45°
Error: -8°F high, 12°F low
Precipitation
Forecast
0"
Actual
0.07"
✓ Within forecast range
Wind Speed
Forecast
9 / 30 mph
Actual
3 / 18 mph
Mesonet Stations BMBL, QKSD, BNVL, VEST, RFVC, RFSM, PBDY

A Warm, Windy, and Dry Christmas Across Kentucky

A significantly unseasonable weather pattern will dominate Christmas Day, bringing record-level warmth and gusty winds to the Commonwealth. Despite thick cloud cover and a powerful jet stream overhead, a lack of low-level moisture will keep the surface dry across all regions.

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

There is exceptional model agreement on the lack of measurable precipitation and the presence of unseasonable warmth. The only uncertainty lies in the exact peak of wind gusts and the specific high temperature in the Purchase area.

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
Near-Record Warmth for the Holidays
Cloudy
70°/ 61°

Northwest Pennyrile

Owensboro, Henderson, Morganfield
Breezy and Exceptionally Mild
Cloudy
67°/ 61°

Southwest Pennyrile

Hopkinsville, Madisonville, Princeton
Spring-Like Christmas Day
Cloudy
68°/ 60°

Barren River

Bowling Green, Glasgow, Franklin
Warm and Gusty Morning
Cloudy
66°/ 59°

Louisville Metro

Louisville, La Grange, Shepherdsville
Mild Christmas in the City
Cloudy
64°/ 57°

Lincoln Trail

Elizabethtown, Bardstown, Leitchfield
Dry and Breezy Escarpment
Cloudy
63°/ 59°

Lake Cumberland

Somerset, Columbia, Monticello
Pleasant and Mild at the Lake
Cloudy
62°/ 58°

Northern Kentucky

Covington, Florence, Independence
Coolest in the State, Still Mild
Cloudy
58°/ 46°

Inner Bluegrass

Lexington, Georgetown, Winchester
Warm and Windy in Lexington
Cloudy
62°/ 54°

Bluegrass Foothills

Richmond, Danville, Berea
Mild and Gusty Christmas
Cloudy
62°/ 56°

Northeast Kentucky

Ashland, Morehead, Grayson
Cooler with Persistent Clouds
Cloudy
59°/ 48°

Southeast Kentucky

Hazard, Pikeville, Harlan
Warm Mountain Holiday
Cloudy
61°/ 57°

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 mid-level clouds break earlier than expected in Western KY, surface heating combined with intense WAA could push temperatures into the mid-70s, potentially shattering all-time Christmas Day records.

💨

The 'Bust' Scenario

If the mid-levels saturate faster than modeled, a few light sprinkles or 'trace' events could reach the ground, especially in Northern and Northeast Kentucky, though no measurable accumulation is possible.

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.

Purchase Temperature Peak

The GFS is aggressively pushing highs of 72°F in the far west, while the NAM and Euro are more conservative in the upper 60s due to persistent cloud cover.

GFS
VS
NAM
VS
EURO
Why BLEND Wins

While the GFS often over-warms, the sheer strength of the WAA suggests the NAM may be too cool. A blend of 70°F reflects the high likelihood of records being challenged if any sun peaks through.

Affected Regions
PURCHASESOUTHWEST PENNYRILE

The Christmas Gust Conflict

A significant discrepancy exists regarding surface wind speeds. The NAM and GFS suggest efficient momentum transfer from the low-level jet, resulting in 30-35 mph gusts. The Euro is significantly calmer, showing sustained winds and gusts under 10 mph.

NAM
VS
GFS
VS
EURO
Why NAM Wins

Given the strength of the 850mb jet and the depth of the mixing layer in a warm-sector airmass, the Euro's light wind solution appears physically unrealistic. The NAM's higher resolution handles the momentum transfer and pressure gradient more accurately.

Affected Regions
PURCHASELOUISVILLE METROBLUEGRASS CORELINCOLN TRAILBARREN RIVER

Celestial Almanac

Moon Phase

Waxing Crescent

27% Illumination
Moonrise
11:43 AM
Moonset
10:20 PM
Purchase Area
Sunrise
8:07 AM
Sunset
5:44 PM
Civil Dawn
7:38 AM
Civil Dusk
6:13 PM
Northwest Pennyrile
Sunrise
8:03 AM
Sunset
5:36 PM
Civil Dawn
7:33 AM
Civil Dusk
6:05 PM
Southwest Pennyrile
Sunrise
8:02 AM
Sunset
5:40 PM
Civil Dawn
7:33 AM
Civil Dusk
6:09 PM
Barren River
Sunrise
7:58 AM
Sunset
5:36 PM
Civil Dawn
7:29 AM
Civil Dusk
6:05 PM
Louisville Metro
Sunrise
7:59 AM
Sunset
5:29 PM
Civil Dawn
7:29 AM
Civil Dusk
5:59 PM
Lincoln Trail
Sunrise
7:58 AM
Sunset
5:31 PM
Civil Dawn
7:28 AM
Civil Dusk
6:00 PM
Lake Cumberland
Sunrise
7:51 AM
Sunset
5:28 PM
Civil Dawn
7:22 AM
Civil Dusk
5:57 PM
Northern Kentucky
Sunrise
7:56 AM
Sunset
5:22 PM
Civil Dawn
7:26 AM
Civil Dusk
5:52 PM
Inner Bluegrass
Sunrise
7:53 AM
Sunset
5:25 PM
Civil Dawn
7:24 AM
Civil Dusk
5:54 PM
Bluegrass Foothills
Sunrise
7:51 AM
Sunset
5:25 PM
Civil Dawn
7:22 AM
Civil Dusk
5:54 PM
Northeast Kentucky
Sunrise
7:47 AM
Sunset
5:16 PM
Civil Dawn
7:17 AM
Civil Dusk
5:46 PM
Southeast Kentucky
Sunrise
7:46 AM
Sunset
5:22 PM
Civil Dawn
7:17 AM
Civil Dusk
5:51 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.