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Kentucky AI Weather Engine

Kentucky AI Forecasting Beta

Mon, Feb 16
Wed, Feb 18
Forecast For

Tuesday, February 17

Updated Feb 17, 6:52 AM EST

NWS Alerts Active This Day

Special Weather Statement

Feb 16, 3:44 PM -> Feb 16, 11:00 PM
Moderate Severity

Special Weather Statement issued February 16 at 3:44PM EST by NWS Louisville KY

Dense Fog Advisory

Feb 16, 9:06 PM -> Feb 17, 5:00 AM
Moderate Severity

Dense Fog Advisory issued February 16 at 9:06PM EST until February 17 at 10:00AM EST by NWS Wilmington OH

Dense Fog Advisory

Feb 17, 3:04 AM -> Feb 17, 10:00 AM
Moderate Severity

Dense Fog Advisory issued February 17 at 3:04AM EST until February 17 at 10:00AM EST by NWS Wilmington OH

Special Weather Statement

Feb 17, 5:18 AM -> Feb 17, 10:00 AM
Moderate Severity

Special Weather Statement issued February 17 at 5:18AM EST by NWS Louisville KY

Confidence
75%

How Did We Do?

Comparing our AI forecast to actual observations from Tuesday, February 17, 2026.

Temperature
±3.9°F
Average Error
Precipitation
±0.01"
Average Error
Wind Speed
±6.5mph
Average error

Regional Assessments

Purchase Area

Paducah, Murray, Mayfield
Temperature
Forecast
58° / 42°
Actual
60° / 32°
Error: -2°F high, 10°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
15 / 37 mph
Actual
6 / 23 mph
Mesonet Stations HCKM, BAND

Northwest Pennyrile

Owensboro, Henderson, Morganfield
Temperature
Forecast
60° / 41°
Actual
57° / 37°
Error: 3°F high, 4°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
14 / 34 mph
Actual
6 / 25 mph
Mesonet Stations FRNY, RPTN, GRHM, DIXO

Southwest Pennyrile

Hopkinsville, Madisonville, Princeton
Temperature
Forecast
62° / 41°
Actual
57° / 35°
Error: 5°F high, 6°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
14 / 35 mph
Actual
7 / 25 mph
Mesonet Stations PRNC, PGHL, ERLN, CADZ, CCTY

Barren River

Bowling Green, Glasgow, Franklin
Temperature
Forecast
65° / 40°
Actual
66° / 34°
Error: -1°F high, 6°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
16 / 37 mph
Actual
4 / 28 mph
Mesonet Stations FARM, WDBY, EWPK

Louisville Metro

Louisville, La Grange, Shepherdsville
Temperature
Forecast
60° / 38°
Actual
63° / 38°
Error: -3°F high, 0°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
11 / 32 mph
Actual
8 / 23 mph
Mesonet Stations LGRN

Lincoln Trail

Elizabethtown, Bardstown, Leitchfield
Temperature
Forecast
62° / 39°
Actual
66° / 29°
Error: -4°F high, 10°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
14 / 38 mph
Actual
4 / 26 mph
Mesonet Stations CRMT, BLRK, CCLA, BRND, HARD

Lake Cumberland

Somerset, Columbia, Monticello
Temperature
Forecast
64° / 42°
Actual
71° / 33°
Error: -7°F high, 9°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
10 / 28 mph
Actual
4 / 30 mph
Mesonet Stations PCWN, CMBA, GRDR, WOOD, GRBG

Northern Kentucky

Covington, Florence, Independence
Temperature
Forecast
59° / 32°
Actual
61° / 31°
Error: -2°F high, 1°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
8 / 30 mph
Actual
5 / 14 mph
Mesonet Stations HHTS, HUEY

Inner Bluegrass

Lexington, Georgetown, Winchester
Temperature
Forecast
62° / 36°
Actual
66° / 32°
Error: -4°F high, 4°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
13 / 27 mph
Actual
7 / 23 mph
Mesonet Stations LXGN, SPIN

Bluegrass Foothills

Richmond, Danville, Berea
Temperature
Forecast
62° / 37°
Actual
67° / 35°
Error: -5°F high, 2°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
11 / 28 mph
Actual
6 / 23 mph
Mesonet Stations LGNT

Northeast Kentucky

Ashland, Morehead, Grayson
Temperature
Forecast
62° / 31°
Actual
65° / 27°
Error: -3°F high, 4°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
6 / 20 mph
Actual
2 / 17 mph
Mesonet Stations MRHD, CHTR

Southeast Kentucky

Hazard, Pikeville, Harlan
Temperature
Forecast
61° / 38°
Actual
69° / 30°
Error: -8°F high, 8°F low
Precipitation
Forecast
0"
Actual
0.16"
✓ Within forecast range
Wind Speed
Forecast
8 / 25 mph
Actual
3 / 25 mph
Mesonet Stations BMBL, QKSD, BNVL, VEST, RFVC, RFSM, PBDY

Unseasonable Warmth and Gusty Winds with Scattered Showers

A strong warm-advection pattern will dominate the Commonwealth on Tuesday, pushing temperatures 15-20 degrees above seasonal norms. While most of the state remains dry under increasing cloud cover, a weak disturbance will bring light rain to the far west and stray sprinkles to central regions. High winds will be the primary concern as a low-level jet brings gusts of 30 to 40 mph by the afternoon.

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

Model agreement is exceptionally high regarding the unseasonable warmth and high wind gusts. However, significant disagreement remains between the ECMWF and the American/Canadian suites regarding whether light rain will actually reach the surface in central Kentucky.

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

NUISANCE
Paducah, Murray, Mayfield
Soggy and Windy
Rain
58°/ 42°

Northwest Pennyrile

Owensboro, Henderson, Morganfield
Cloudy and Very Breezy
Cloudy
60°/ 41°

Southwest Pennyrile

Hopkinsville, Madisonville, Princeton
Spring-like Warmth
Cloudy
62°/ 41°

Barren River

Bowling Green, Glasgow, Franklin
Warm and Gusty Afternoon
Cloudy
65°/ 40°

Louisville Metro

Louisville, La Grange, Shepherdsville
Balmy with Stray Sprinkles
Cloudy
60°/ 38°

Lincoln Trail

Elizabethtown, Bardstown, Leitchfield
Windy and Mild
Cloudy
62°/ 39°

Lake Cumberland

Somerset, Columbia, Monticello
Spring-like Afternoon
Cloudy
64°/ 42°

Northern Kentucky

Covington, Florence, Independence
Quick Morning Warm-up
Cloudy
59°/ 32°

Inner Bluegrass

Lexington, Georgetown, Winchester
Breezy with High Clouds
Cloudy
62°/ 36°

Bluegrass Foothills

Richmond, Danville, Berea
Mild and Dry
Cloudy
62°/ 37°

Northeast Kentucky

Ashland, Morehead, Grayson
Massive Temperature Swing
Cloudy
62°/ 31°

Southeast Kentucky

Hazard, Pikeville, Harlan
Warm Mountain Afternoon
Cloudy
61°/ 38°

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 low-level moisture overcomes the dry slot faster than anticipated (as suggested by the ECMWF), a more widespread 0.10" to 0.25" of rain could soak central Kentucky through the afternoon, and cloud cover could keep temperatures slightly cooler in the upper 50s.

💨

The 'Bust' Scenario

If the dry air remains entrenched (as seen in the GFS/GEM solutions), the state will remain entirely dry with the exception of the far western border, and deep mixing could push afternoon high temperatures into the upper 60s in the Barren River and Lake Cumberland regions.

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 Central KY Rain Disparity

The ECMWF forecasts a measurable band of light rain (0.05") moving through the I-65 and I-75 corridors, while the GFS, GEM, and NAM keep this moisture aloft as virga due to significant dry air in the boundary layer.

ECMWF
VS
GFS
VS
GEM
Why BLEND Wins

While the ECMWF often over-forecasts light QPF in warm-advection regimes, the NAM and GFS are likely too dry given the strength of the isentropic lift. A blend favors high PoP (clouds/sprinkles) but minimal measurable accumulation.

Affected Regions
LOUISVILLE METROLINCOLN TRAILBLUEGRASS COREBLUEGRASS FOOTHILLS

LLJ Momentum Transfer Timing

The GFS delays the strongest wind gusts (35-40mph) until after sunset, whereas the NAM and GEM suggest peak gusts will occur during the afternoon heating cycle.

GFS
VS
NAM
VS
GEM
Why NAM Wins

The NAM typically handles the timing of boundary layer mixing and low-level jet interactions with greater precision in the 0-36 hour window.

Affected Regions
PURCHASENORTHWEST PENNYRILESOUTHWEST PENNYRILEBARREN RIVERLINCOLN TRAIL

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

The vertical profile exhibits a robust warm-air advection (WAA) signature with a standard adiabatic lapse rate in the boundary layer, transitioning to a moist-adiabatic profile above 700mb. A shallow nocturnal inversion will exist in eastern valleys at daybreak but will erode rapidly.

Thermal Boundary

The freezing line is well-displaced into the Great Lakes region, keeping the entire Commonwealth in a deep warm sector.

Diurnal Trend

A sharp diurnal climb is expected, though western regions will see a dampened curve due to earlier cloud arrival. Temperatures in the east will see a massive 30-degree swing from morning lows to afternoon highs.

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

No surface front will pass; instead, a warm front will lift north through the state during the morning hours, evidenced by a shift to south-southwesterly winds and rising dew points.

Jet Stream Support

Strong jet support exists aloft (100kt at 250mb), but the primary driver of weather will be the 850mb low-level jet providing mechanical mixing and moisture transport.

Energy Status

Weak shortwave energy is pivoting through the zonal flow, but lacks the vertical depth to trigger convective elements.

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

The column is saturated above 10,000ft, but a significant dry layer (dewpoint depressions >15F) persists between 850-700mb, creating a high risk for virga.

Precipitation Character

Precipitation will be light and stratiform, primarily taking the form of light rain in the west and scattered sprinkles or drizzle in the central regions.

Flooding Context

No flooding concerns exist as QPF values remain below 0.10 inches statewide.

Celestial Almanac

Moon Phase

New Moon

0% Illumination
Moonrise
7:45 AM
Moonset
--:--
Purchase Area
Sunrise
7:42 AM
Sunset
6:37 PM
Civil Dawn
7:15 AM
Civil Dusk
7:03 PM
Northwest Pennyrile
Sunrise
7:37 AM
Sunset
6:30 PM
Civil Dawn
7:10 AM
Civil Dusk
6:57 PM
Southwest Pennyrile
Sunrise
7:37 AM
Sunset
6:33 PM
Civil Dawn
7:11 AM
Civil Dusk
6:59 PM
Barren River
Sunrise
7:33 AM
Sunset
6:29 PM
Civil Dawn
7:07 AM
Civil Dusk
6:55 PM
Louisville Metro
Sunrise
7:32 AM
Sunset
6:24 PM
Civil Dawn
7:05 AM
Civil Dusk
6:51 PM
Lincoln Trail
Sunrise
7:32 AM
Sunset
6:25 PM
Civil Dawn
7:05 AM
Civil Dusk
6:52 PM
Lake Cumberland
Sunrise
7:26 AM
Sunset
6:21 PM
Civil Dawn
6:59 AM
Civil Dusk
6:47 PM
Northern Kentucky
Sunrise
7:28 AM
Sunset
6:18 PM
Civil Dawn
7:01 AM
Civil Dusk
6:45 PM
Inner Bluegrass
Sunrise
7:27 AM
Sunset
6:19 PM
Civil Dawn
7:00 AM
Civil Dusk
6:46 PM
Bluegrass Foothills
Sunrise
7:26 AM
Sunset
6:19 PM
Civil Dawn
6:59 AM
Civil Dusk
6:46 PM
Northeast Kentucky
Sunrise
7:20 AM
Sunset
6:11 PM
Civil Dawn
6:53 AM
Civil Dusk
6:38 PM
Southeast Kentucky
Sunrise
7:20 AM
Sunset
6:15 PM
Civil Dawn
6:54 AM
Civil Dusk
6:42 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.