kywx
Kentucky AI Weather Engine

Kentucky AI Forecasting Beta

Thu, Feb 12
Sat, Feb 14
Forecast For

Friday, February 13

Updated Feb 13, 6:01 AM EST
Confidence
45%

How Did We Do?

Comparing our AI forecast to actual observations from Friday, February 13, 2026.

Temperature
±4.2°F
Average Error
Precipitation
±0.01"
Average Error
Wind Speed
±2.2mph
Average error

Regional Assessments

Purchase Area

Paducah, Murray, Mayfield
Temperature
Forecast
56° / 32°
Actual
61° / 28°
Error: -5°F high, 4°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
7 / 15 mph
Actual
3 / 14 mph
Mesonet Stations HCKM, BAND

Northwest Pennyrile

Owensboro, Henderson, Morganfield
Temperature
Forecast
53° / 29°
Actual
59° / 26°
Error: -6°F high, 3°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
6 / 11 mph
Actual
4 / 18 mph
Mesonet Stations FRNY, RPTN, GRHM, DIXO

Southwest Pennyrile

Hopkinsville, Madisonville, Princeton
Temperature
Forecast
55° / 30°
Actual
59° / 23°
Error: -4°F high, 7°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
8 / 18 mph
Actual
5 / 22 mph
Mesonet Stations PRNC, PGHL, ERLN, CADZ, CCTY

Barren River

Bowling Green, Glasgow, Franklin
Temperature
Forecast
53° / 28°
Actual
58° / 24°
Error: -5°F high, 4°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
6 / 15 mph
Actual
3 / 17 mph
Mesonet Stations FARM, WDBY, EWPK

Louisville Metro

Louisville, La Grange, Shepherdsville
Temperature
Forecast
51° / 28°
Actual
53° / 26°
Error: -2°F high, 2°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
4 / 7 mph
Actual
3 / 15 mph
Mesonet Stations LGRN

Lincoln Trail

Elizabethtown, Bardstown, Leitchfield
Temperature
Forecast
51° / 27°
Actual
55° / 20°
Error: -4°F high, 7°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
5 / 8 mph
Actual
2 / 13 mph
Mesonet Stations CRMT, BLRK, CCLA, BRND, HARD

Lake Cumberland

Somerset, Columbia, Monticello
Temperature
Forecast
51° / 25°
Actual
57° / 21°
Error: -6°F high, 4°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
4 / 8 mph
Actual
2 / 15 mph
Mesonet Stations PCWN, CMBA, GRDR, WOOD, GRBG

Northern Kentucky

Covington, Florence, Independence
Temperature
Forecast
48° / 20°
Actual
51° / 22°
Error: -3°F high, -2°F low
Precipitation
Forecast
0.01"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
4 / 9 mph
Actual
2 / 13 mph
Mesonet Stations HHTS, HUEY

Inner Bluegrass

Lexington, Georgetown, Winchester
Temperature
Forecast
49° / 24°
Actual
50° / 23°
Error: -1°F high, 1°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
4 / 5 mph
Actual
2 / 11 mph
Mesonet Stations LXGN, SPIN

Bluegrass Foothills

Richmond, Danville, Berea
Temperature
Forecast
49° / 24°
Actual
52° / 22°
Error: -3°F high, 2°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
4 / 5 mph
Actual
3 / 10 mph
Mesonet Stations LGNT

Northeast Kentucky

Ashland, Morehead, Grayson
Temperature
Forecast
45° / 21°
Actual
49° / 18°
Error: -4°F high, 3°F low
Precipitation
Forecast
0"
Actual
0.16"
✓ Within forecast range
Wind Speed
Forecast
3 / 6 mph
Actual
1 / 11 mph
Mesonet Stations MRHD, CHTR

Southeast Kentucky

Hazard, Pikeville, Harlan
Temperature
Forecast
47° / 24°
Actual
54° / 21°
Error: -7°F high, 3°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
2 / 4 mph
Actual
1 / 11 mph
Mesonet Stations BMBL, QKSD, BNVL, VEST, RFVC, RFSM, PBDY

Morning Icy Glaze North; Sunny and Milder Statewide

A strong warming trend begins across Kentucky this Friday, though a narrow corridor of the northern state faces a brief morning icing threat. High pressure shifting east will allow southerly winds to return, scything through a chilly morning to produce a pleasant afternoon.

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

Confidence is high for a statewide warming trend but low regarding the timing and existence of trace precipitation in the north, as the NAM is a wet outlier compared to global dry consensus.

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 Pleasantly Mild
Sunny
56°/ 32°

Northwest Pennyrile

Owensboro, Henderson, Morganfield
Clear Skies and Warming
Sunny
53°/ 29°

Southwest Pennyrile

Hopkinsville, Madisonville, Princeton
Sunny with a Late Breeze
Sunny
55°/ 30°

Barren River

Bowling Green, Glasgow, Franklin
Cold Start, Sunny Finish
Sunny
53°/ 28°

Louisville Metro

Louisville, La Grange, Shepherdsville
Mild Afternoon in the Metro
Sunny
51°/ 28°

Lincoln Trail

Elizabethtown, Bardstown, Leitchfield
Bright and Dry
Sunny
51°/ 27°

Lake Cumberland

Somerset, Columbia, Monticello
Crisp Morning, Sunny Rebound
Sunny
51°/ 25°

Northern Kentucky

NUISANCE
Covington, Florence, Independence
Morning Trace Icing Risk
Wintry_Mix
48°/ 20°

Inner Bluegrass

Lexington, Georgetown, Winchester
Chilly Start, Sunny Afternoon
Sunny
49°/ 24°

Bluegrass Foothills

Richmond, Danville, Berea
Clear and Calm
Sunny
49°/ 24°

Northeast Kentucky

Ashland, Morehead, Grayson
Cold Start, Milder Afternoon
Sunny
45°/ 21°

Southeast Kentucky

Hazard, Pikeville, Harlan
Bright Mountain Sunshine
Sunny
47°/ 24°

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 'Boom' scenario involves the NAM's moisture depth verifying perfectly, resulting in a thin glaze of ice (up to 0.03") on bridges and overpasses in the Northern Kentucky and Northeast regions during the morning commute, potentially causing localized travel delays.

💨

The 'Bust' Scenario

The 'Bust' scenario sees the dry low-level air (Virga risk) noted by the GFS and Euro winning out entirely, resulting in no measurable precipitation and a perfectly sunny, albeit cold, start to the day statewide.

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 Radiational Cooling Floor

GEM is significantly colder with morning lows (mid-teens) compared to the GFS and Euro (mid-20s).

GEM
VS
GFS
VS
EURO
Why GEM Wins

GEM historically captures the efficiency of radiational cooling in Kentucky's valleys and sinkholes under high pressure better than global GFS/Euro.

Affected Regions
SOUTHEAST COALFIELDSBLUEGRASS COREBARREN RIVER

The Northern Icing Conflict

The NAM resolves a shallow moisture layer and weak ascent associated with a shortwave that the coarser GFS/Euro/GEM ignore, leading to a trace freezing rain threat in NKY.

NAM
VS
GFS
VS
EURO
Why NAM Wins

Mesoscale resolution is typically superior at capturing the shallow thermal boundaries and weak omega needed for trace freezing drizzle events in cold air damming scenarios.

Affected Regions
NORTHERN KYNORTHEAST KY

Technical Analysis

This section provides a deep, physics-based explanation of the weather. Our AI system analyzed multiple atmospheric layers and variables from all available models to synthesize this technical overview.

Below you'll find detailed breakdowns of the atmospheric dynamics that are driving today's forecast, including thermodynamics, kinematics, and hydrology.

Thermodynamics

Stability & Temperatures

How temperature changes with altitude. This determines whether precipitation falls as rain, snow, sleet, or freezing rain based on the vertical temperature profile.

Thermal Profile Overview

A sharp surface-based inversion is in place early Friday morning with surface temps in the 20s and 850mb temps near +3C. This 'Warm Nose' creates a classic freezing rain profile for a few hours in the north.

Thermal Boundary

The 32F surface isotherm will be located along the I-64 corridor at 12z, retreating north of the Ohio River by 16z.

Diurnal Trend

Standard diurnal recovery for most, but Northern Kentucky will see a non-diurnal plateau during the morning icing threat before temperatures spike rapidly in the afternoon as the inversion breaks.

Kinematics

Wind & Energy

Wind patterns and atmospheric energy. Frontal passages, jet stream positioning, and vorticity tell us where and when lift will generate precipitation.

Frontal Passage

A weak warm front lifts across the state between 09z and 15z, evidenced by a shift from light easterly to moderate southwesterly winds.

Jet Stream Support

The region sits in the right entrance region of a 110kt upper-level jet, providing marginal synoptic-scale lift.

Energy Status

A compact shortwave trough with a vorticity peak near 0.0002 is pivoting through the Ohio Valley corridor.

Hydrology

Moisture & Precipitation

Moisture content and precipitation character. This reveals whether the atmosphere is saturated enough to produce precipitation, and what type to expect (steady vs. bursts).

Saturation Status

Low-levels are exceptionally dry with 15-20 degree dewpoint depressions, creating a high 'Virga' risk where initial precipitation evaporates.

Precipitation Character

Stratiform trace freezing drizzle in the north; otherwise clear skies dominate.

Flooding Context

No hydrologic risk as total QPF is negligible.

Winter Physics

Accumulation & Layers

Specific physical factors affecting winter weather, including the vertical melt/freeze profile and snow quality.

Layer Analysis

Classic freezing rain sandwich in NKY: Surface < 32F, 850mb > 32F, with saturation occurring in the mid-levels.

Crystal Habit

Trace liquid glazing; no dendritic growth expected.

Road Impact

Trace glaze possible on elevated surfaces and bridges in NKY before 10 AM; rapid melting occurs by noon.

Celestial Almanac

Moon Phase

Waning Crescent

16% Illumination
Moonrise
5:25 AM
Moonset
2:42 PM
Purchase Area
Sunrise
7:46 AM
Sunset
6:33 PM
Civil Dawn
7:20 AM
Civil Dusk
6:59 PM
Northwest Pennyrile
Sunrise
7:41 AM
Sunset
6:26 PM
Civil Dawn
7:14 AM
Civil Dusk
6:53 PM
Southwest Pennyrile
Sunrise
7:42 AM
Sunset
6:29 PM
Civil Dawn
7:15 AM
Civil Dusk
6:55 PM
Barren River
Sunrise
7:38 AM
Sunset
6:24 PM
Civil Dawn
7:11 AM
Civil Dusk
6:51 PM
Louisville Metro
Sunrise
7:37 AM
Sunset
6:20 PM
Civil Dawn
7:10 AM
Civil Dusk
6:47 PM
Lincoln Trail
Sunrise
7:36 AM
Sunset
6:21 PM
Civil Dawn
7:09 AM
Civil Dusk
6:48 PM
Lake Cumberland
Sunrise
7:30 AM
Sunset
6:17 PM
Civil Dawn
7:04 AM
Civil Dusk
6:43 PM
Northern Kentucky
Sunrise
7:33 AM
Sunset
6:13 PM
Civil Dawn
7:06 AM
Civil Dusk
6:41 PM
Inner Bluegrass
Sunrise
7:31 AM
Sunset
6:15 PM
Civil Dawn
7:04 AM
Civil Dusk
6:42 PM
Bluegrass Foothills
Sunrise
7:30 AM
Sunset
6:14 PM
Civil Dawn
7:03 AM
Civil Dusk
6:41 PM
Northeast Kentucky
Sunrise
7:25 AM
Sunset
6:07 PM
Civil Dawn
6:57 AM
Civil Dusk
6:34 PM
Southeast Kentucky
Sunrise
7:25 AM
Sunset
6:11 PM
Civil Dawn
6:58 AM
Civil Dusk
6:38 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.