kywx
Kentucky AI Weather Engine

Kentucky AI Forecasting Beta

Fri, Dec 26
Sun, Dec 28
Forecast For

Saturday, December 27

Updated Dec 26, 8:20 AM EST
Confidence
75%

How Did We Do?

Comparing our AI forecast to actual observations from Saturday, December 27, 2025.

Temperature
±7.8°F
Average Error
Precipitation
±0.07"
Average Error
Wind Speed
±4.3mph
Average error

Regional Assessments

Purchase Area

Paducah, Murray, Mayfield
Temperature
Forecast
64° / 54°
Actual
65° / 49°
Error: -1°F high, 5°F low
Precipitation
Forecast
0"
Actual
0.12"
✓ Within forecast range
Wind Speed
Forecast
11 / 25 mph
Actual
4 / 18 mph
Mesonet Stations HCKM, BAND

Northwest Pennyrile

Owensboro, Henderson, Morganfield
Temperature
Forecast
60° / 52°
Actual
68° / 52°
Error: -8°F high, 0°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
9 / 20 mph
Actual
4 / 18 mph
Mesonet Stations FRNY, RPTN, GRHM, DIXO

Southwest Pennyrile

Hopkinsville, Madisonville, Princeton
Temperature
Forecast
65° / 56°
Actual
69° / 52°
Error: -4°F high, 4°F low
Precipitation
Forecast
0"
Actual
0.27"
±0.27" off
Wind Speed
Forecast
9 / 18 mph
Actual
4 / 18 mph
Mesonet Stations PRNC, PGHL, ERLN, CADZ, CCTY

Barren River

Bowling Green, Glasgow, Franklin
Temperature
Forecast
64° / 54°
Actual
70° / 48°
Error: -6°F high, 6°F low
Precipitation
Forecast
0"
Actual
0.43"
±0.43" off
Wind Speed
Forecast
8 / 18 mph
Actual
3 / 17 mph
Mesonet Stations FARM, WDBY, EWPK

Louisville Metro

Louisville, La Grange, Shepherdsville
Temperature
Forecast
56° / 46°
Actual
64° / 50°
Error: -8°F high, -4°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
7 / 15 mph
Actual
5 / 16 mph
Mesonet Stations LGRN

Lincoln Trail

Elizabethtown, Bardstown, Leitchfield
Temperature
Forecast
60° / 52°
Actual
67° / 50°
Error: -7°F high, 2°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
8 / 16 mph
Actual
3 / 13 mph
Mesonet Stations CRMT, BLRK, CCLA, BRND, HARD

Lake Cumberland

Somerset, Columbia, Monticello
Temperature
Forecast
62° / 54°
Actual
73° / 32°
Error: -11°F high, 22°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
7 / 14 mph
Actual
3 / 15 mph
Mesonet Stations PCWN, CMBA, GRDR, WOOD, GRBG

Northern Kentucky

Covington, Florence, Independence
Temperature
Forecast
50° / 40°
Actual
62° / 45°
Error: -12°F high, -5°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
8 / 15 mph
Actual
4 / 19 mph
Mesonet Stations HHTS, HUEY

Inner Bluegrass

Lexington, Georgetown, Winchester
Temperature
Forecast
55° / 45°
Actual
62° / 32°
Error: -7°F high, 13°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
8 / 16 mph
Actual
5 / 15 mph
Mesonet Stations LXGN, SPIN

Bluegrass Foothills

Richmond, Danville, Berea
Temperature
Forecast
59° / 48°
Actual
68° / 56°
Error: -9°F high, -8°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
7 / 15 mph
Actual
4 / 12 mph
Mesonet Stations LGNT

Northeast Kentucky

Ashland, Morehead, Grayson
Temperature
Forecast
55° / 43°
Actual
64° / 46°
Error: -9°F high, -3°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
7 / 15 mph
Actual
3 / 15 mph
Mesonet Stations MRHD, CHTR

Southeast Kentucky

Hazard, Pikeville, Harlan
Temperature
Forecast
60° / 52°
Actual
72° / 47°
Error: -12°F high, 5°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
7 / 18 mph
Actual
2 / 19 mph
Mesonet Stations BMBL, QKSD, BNVL, VEST, RFVC, RFSM, PBDY

Overcast and Mild Saturday with a Non-Diurnal Temperature Trend

A quiet but predominantly cloudy Saturday is expected across Kentucky. A weak surface boundary will sag through the state, leading to flat or falling afternoon temperatures in the north, while the south remains unseasonably mild. Despite thick cloud cover, dry low-level air will prevent any measurable precipitation.

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

High confidence in dry conditions due to dry air below 700mb; lower confidence in exact high temperatures due to the sensitivity of the frontal position and cloud thickness.

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
Mild with Increasing Evening Breezes
Cloudy
64°/ 54°

Northwest Pennyrile

Owensboro, Henderson, Morganfield
Gloomy Skies and Breezy Conditions
Cloudy
60°/ 52°

Southwest Pennyrile

Hopkinsville, Madisonville, Princeton
Unseasonably Warm and Overcast
Cloudy
65°/ 56°

Barren River

Bowling Green, Glasgow, Franklin
Warm Temperatures and Gray Skies
Cloudy
64°/ 54°

Louisville Metro

Louisville, La Grange, Shepherdsville
The Gray Urban Center
Cloudy
56°/ 46°

Lincoln Trail

Elizabethtown, Bardstown, Leitchfield
Steady Clouds and Mild Breezes
Cloudy
60°/ 52°

Lake Cumberland

Somerset, Columbia, Monticello
Pleasant Peaks and Late Clearing
Cloudy
62°/ 54°

Northern Kentucky

Covington, Florence, Independence
Coolest Spot in the Commonwealth
Cloudy
50°/ 40°

Inner Bluegrass

Lexington, Georgetown, Winchester
Gloomy Skies Over Central Kentucky
Cloudy
55°/ 45°

Bluegrass Foothills

Richmond, Danville, Berea
Mild with Persistent Clouds
Cloudy
59°/ 48°

Northeast Kentucky

Ashland, Morehead, Grayson
Falling Temperatures in the Afternoon
Cloudy
55°/ 43°

Southeast Kentucky

Hazard, Pikeville, Harlan
Mild Mountain Weather with Gray Skies
Cloudy
60°/ 52°

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 GFS scenario: If the shallow cold air delays its arrival and the mid-level cloud deck thins, temperatures could soar into the lower 70s in the Purchase and mid-60s in the Bluegrass under filtered sunshine.

💨

The 'Bust' Scenario

The NAM scenario: Persistent post-frontal stratus and stronger cold air advection (CAA) could keep the northern tier in the 40s all day with raw, breezy conditions and occasional sprinkles/flurries that fail to accumulate.

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 Frontal Timing Face-off

The NAM brings a sharp cold front through overnight, leading to falling daytime temperatures. The GFS keeps the front north, resulting in record-breaking warmth and sunshine.

NAM
VS
GFS
VS
EURO
Why EURO Wins

The Euro provides the most realistic middle ground, acknowledging the shallow cold air indicated by the NAM but maintaining the GFS's unseasonably mild airmass aloft. The NAM's cold air is often too deep in these setups, while GFS's warmth is too aggressive.

Affected Regions
NORTHERN KYLOUISVILLE METROBLUEGRASS CORENORTHEAST KY

The Stratus Struggle

The GFS forecasts clear skies and high mixing, whereas the NAM and Euro suggest a thick layer of trapped moisture (stratus) beneath the inversion.

NAM
VS
GFS
Why NAM Wins

NAM is historically superior at capturing 'pancake' stratus layers trapped under subsidence inversions in the Ohio Valley during winter. GFS typically overestimates solar insolation in these patterns.

Affected Regions
PURCHASEBARREN RIVERLAKE CUMBERLANDSOUTHEAST COALFIELDS

Celestial Almanac

Moon Phase

First Quarter

49% Illumination
Moonrise
12:36 PM
Moonset
12:35 AM
Purchase Area
Sunrise
8:08 AM
Sunset
5:45 PM
Civil Dawn
7:38 AM
Civil Dusk
6:14 PM
Northwest Pennyrile
Sunrise
8:03 AM
Sunset
5:37 PM
Civil Dawn
7:34 AM
Civil Dusk
6:07 PM
Southwest Pennyrile
Sunrise
8:02 AM
Sunset
5:41 PM
Civil Dawn
7:34 AM
Civil Dusk
6:10 PM
Barren River
Sunrise
7:59 AM
Sunset
5:37 PM
Civil Dawn
7:30 AM
Civil Dusk
6:06 PM
Louisville Metro
Sunrise
7:59 AM
Sunset
5:30 PM
Civil Dawn
7:30 AM
Civil Dusk
6:00 PM
Lincoln Trail
Sunrise
7:58 AM
Sunset
5:32 PM
Civil Dawn
7:29 AM
Civil Dusk
6:02 PM
Lake Cumberland
Sunrise
7:52 AM
Sunset
5:29 PM
Civil Dawn
7:22 AM
Civil Dusk
5:58 PM
Northern Kentucky
Sunrise
7:57 AM
Sunset
5:23 PM
Civil Dawn
7:27 AM
Civil Dusk
5:53 PM
Inner Bluegrass
Sunrise
7:54 AM
Sunset
5:26 PM
Civil Dawn
7:24 AM
Civil Dusk
5:55 PM
Bluegrass Foothills
Sunrise
7:52 AM
Sunset
5:26 PM
Civil Dawn
7:23 AM
Civil Dusk
5:55 PM
Northeast Kentucky
Sunrise
7:48 AM
Sunset
5:17 PM
Civil Dawn
7:18 AM
Civil Dusk
5:47 PM
Southeast Kentucky
Sunrise
7:46 AM
Sunset
5:23 PM
Civil Dawn
7:17 AM
Civil Dusk
5:52 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.