kywx
Kentucky AI Weather Engine

Kentucky AI Forecasting Beta

Mon, Mar 16
Wed, Mar 18
Forecast For

Tuesday, March 17

Updated Mar 17, 6:54 AM EDT

NWS Alerts Active This Day

Special Weather Statement

Mar 16, 5:07 AM -> Mar 16, 11:00 PM
Moderate Severity

Special Weather Statement issued March 16 at 5:07AM EDT by NWS Louisville KY

Winter Weather Advisory

Mar 16, 2:53 PM -> Mar 16, 11:00 PM
Moderate Severity

Winter Weather Advisory issued March 16 at 2:53PM EDT until March 17 at 8:00AM EDT by NWS Jackson KY

Winter Weather Advisory

Mar 16, 2:53 PM -> Mar 16, 11:00 PM
Moderate Severity

Winter Weather Advisory issued March 16 at 2:53PM EDT until March 17 at 8:00AM EDT by NWS Jackson KY

Winter Weather Advisory

Mar 16, 2:53 PM -> Mar 16, 11:00 PM
Moderate Severity

Winter Weather Advisory issued March 16 at 2:53PM EDT until March 17 at 2:00AM EDT by NWS Jackson KY

Special Weather Statement

Mar 16, 5:10 PM -> Mar 16, 10:15 PM
Moderate Severity

Special Weather Statement issued March 16 at 5:10PM EDT by NWS Jackson KY

Winter Weather Advisory

Mar 16, 5:40 PM -> Mar 17, 2:00 AM
Moderate Severity

Winter Weather Advisory issued March 16 at 5:40PM EDT until March 17 at 2:00AM EDT by NWS Jackson KY

Winter Weather Advisory

Mar 16, 5:40 PM -> Mar 17, 2:00 AM
Moderate Severity

Winter Weather Advisory issued March 16 at 5:40PM EDT until March 17 at 8:00AM EDT by NWS Jackson KY

Winter Weather Advisory

Mar 16, 5:40 PM -> Mar 17, 2:00 AM
Moderate Severity

Winter Weather Advisory issued March 16 at 5:40PM EDT until March 17 at 8:00AM EDT by NWS Jackson KY

Special Weather Statement

Mar 16, 6:56 PM -> Mar 17, 12:00 AM
Moderate Severity

Special Weather Statement issued March 16 at 6:56PM EDT by NWS Charleston WV

Special Weather Statement

Mar 16, 7:47 PM -> Mar 17, 12:00 AM
Moderate Severity

Special Weather Statement issued March 16 at 7:47PM EDT by NWS Wilmington OH

Special Weather Statement

Mar 16, 7:50 PM -> Mar 17, 12:00 AM
Moderate Severity

Special Weather Statement issued March 16 at 7:50PM EDT by NWS Jackson KY

Special Weather Statement

Mar 16, 11:50 PM -> Mar 17, 6:00 AM
Moderate Severity

Special Weather Statement issued March 16 at 11:50PM EDT by NWS Jackson KY

Special Weather Statement

Mar 16, 11:52 PM -> Mar 17, 4:00 AM
Moderate Severity

Special Weather Statement issued March 16 at 11:52PM EDT by NWS Wilmington OH

Special Weather Statement

Mar 17, 12:00 AM -> Mar 17, 6:00 AM
Moderate Severity

Special Weather Statement issued March 17 at 12:00AM EDT by NWS Charleston WV

Special Weather Statement

Mar 17, 12:56 AM -> Mar 17, 10:00 AM
Moderate Severity

Special Weather Statement issued March 17 at 12:56AM EDT by NWS Louisville KY

Winter Weather Advisory

Mar 17, 2:01 AM -> Mar 17, 8:00 AM
Moderate Severity

Winter Weather Advisory issued March 17 at 2:01AM EDT until March 17 at 8:00AM EDT by NWS Jackson KY

Winter Weather Advisory

Mar 17, 2:01 AM -> Mar 17, 8:00 AM
Moderate Severity

Winter Weather Advisory issued March 17 at 2:01AM EDT until March 17 at 8:00AM EDT by NWS Jackson KY

Special Weather Statement

Mar 17, 2:21 AM -> Mar 17, 9:00 AM
Moderate Severity

Special Weather Statement issued March 17 at 2:21AM EDT by NWS Jackson KY

Special Weather Statement

Mar 17, 3:42 AM -> Mar 17, 9:00 AM
Moderate Severity

Special Weather Statement issued March 17 at 3:42AM EDT by NWS Wilmington OH

Winter Weather Advisory

Mar 17, 5:32 AM -> Mar 17, 9:00 AM
Moderate Severity

Winter Weather Advisory issued March 17 at 5:32AM EDT until March 17 at 9:00AM EDT by NWS Louisville KY

Winter Weather Advisory

Mar 17, 5:34 AM -> Mar 17, 9:00 AM
Moderate Severity

Winter Weather Advisory issued March 17 at 5:34AM EDT until March 17 at 9:00AM EDT by NWS Wilmington OH

Special Weather Statement

Mar 17, 5:59 AM -> Mar 17, 8:00 AM
Moderate Severity

Special Weather Statement issued March 17 at 5:59AM EDT by NWS Charleston WV

Special Weather Statement

Mar 17, 7:45 AM -> Mar 17, 10:00 AM
Moderate Severity

Special Weather Statement issued March 17 at 7:45AM EDT by NWS Jackson KY

Winter Weather Advisory

Mar 17, 7:49 AM -> Mar 17, 9:00 AM
Moderate Severity

Winter Weather Advisory issued March 17 at 7:49AM EDT until March 17 at 8:00AM EDT by NWS Jackson KY

Special Weather Statement

Mar 17, 8:00 AM -> Mar 17, 10:00 AM
Moderate Severity

Special Weather Statement issued March 17 at 8:00AM EDT by NWS Charleston WV

Special Weather Statement

Mar 17, 10:01 AM -> Mar 17, 12:00 PM
Moderate Severity

Special Weather Statement issued March 17 at 10:01AM EDT by NWS Charleston WV

Special Weather Statement

Mar 17, 10:03 AM -> Mar 17, 2:00 PM
Moderate Severity

Special Weather Statement issued March 17 at 10:03AM EDT by NWS Jackson KY

Special Weather Statement

Mar 17, 10:51 AM -> Mar 17, 2:00 PM
Moderate Severity

Special Weather Statement issued March 17 at 10:51AM EDT by NWS Jackson KY

Special Weather Statement

Mar 17, 1:56 PM -> Mar 17, 5:00 PM
Moderate Severity

Special Weather Statement issued March 17 at 1:56PM EDT by NWS Jackson KY

Special Weather Statement

Mar 17, 2:04 PM -> Mar 17, 5:00 PM
Moderate Severity

Special Weather Statement issued March 17 at 2:04PM EDT by NWS Charleston WV

Special Weather Statement

Mar 17, 5:00 PM -> Mar 17, 11:00 PM
Moderate Severity

Special Weather Statement issued March 17 at 5:00PM EDT by NWS Charleston WV

Special Weather Statement

Mar 17, 5:00 PM -> Mar 17, 9:00 PM
Moderate Severity

Special Weather Statement issued March 17 at 5:00PM EDT by NWS Jackson KY

Confidence
60%

How Did We Do?

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

Temperature
±2.5°F
Average Error
Precipitation
±0.34"
Average Error
Wind Speed
±2.6mph
Average error

Regional Assessments

Purchase Area

Paducah, Murray, Mayfield
Temperature
Forecast
38° / 21°
Actual
38° / 20°
Error: 0°F high, 1°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
9 / 18 mph
Actual
7 / 24 mph
Mesonet Stations HCKM, BAND

Northwest Pennyrile

Owensboro, Henderson, Morganfield
Temperature
Forecast
33° / 20°
Actual
37° / 20°
Error: -4°F high, 0°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
13 / 22 mph
Actual
10 / 30 mph
Mesonet Stations FRNY, RPTN, GRHM, DIXO

Southwest Pennyrile

Hopkinsville, Madisonville, Princeton
Temperature
Forecast
36° / 20°
Actual
38° / 19°
Error: -2°F high, 1°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
11 / 20 mph
Actual
8 / 27 mph
Mesonet Stations PRNC, PGHL, ERLN, CADZ, CCTY

Barren River

Bowling Green, Glasgow, Franklin
Temperature
Forecast
36° / 22°
Actual
38° / 23°
Error: -2°F high, -1°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
11 / 19 mph
Actual
10 / 27 mph
Mesonet Stations FARM, WDBY, EWPK

Louisville Metro

Louisville, La Grange, Shepherdsville
Temperature
Forecast
31° / 21°
Actual
29° / 19°
Error: 2°F high, 2°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
12 / 21 mph
Actual
11 / 31 mph
Mesonet Stations LGRN

Lincoln Trail

Elizabethtown, Bardstown, Leitchfield
Temperature
Forecast
32° / 21°
Actual
34° / 22°
Error: -2°F high, -1°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
13 / 22 mph
Actual
10 / 28 mph
Mesonet Stations CRMT, BLRK, CCLA, BRND, HARD

Lake Cumberland

Somerset, Columbia, Monticello
Temperature
Forecast
32° / 23°
Actual
37° / 23°
Error: -5°F high, 0°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
11 / 21 mph
Actual
8 / 30 mph
Mesonet Stations PCWN, CMBA, GRDR, WOOD, GRBG

Northern Kentucky

Covington, Florence, Independence
Temperature
Forecast
28° / 20°
Actual
27° / 19°
Error: 1°F high, 1°F low
Precipitation
Forecast
0.3"
Actual
0"
±0.3" off
Wind Speed
Forecast
11 / 24 mph
Actual
8 / 30 mph
Mesonet Stations HHTS, HUEY

Inner Bluegrass

Lexington, Georgetown, Winchester
Temperature
Forecast
29° / 22°
Actual
30° / 21°
Error: -1°F high, 1°F low
Precipitation
Forecast
0.2"
Actual
0.2"
✓ Within forecast range
Wind Speed
Forecast
14 / 25 mph
Actual
12 / 33 mph
Mesonet Stations LXGN, SPIN

Bluegrass Foothills

Richmond, Danville, Berea
Temperature
Forecast
30° / 22°
Actual
35° / 22°
Error: -5°F high, 0°F low
Precipitation
Forecast
0.4"
Actual
0"
±0.4" off
Wind Speed
Forecast
12 / 22 mph
Actual
9 / 26 mph
Mesonet Stations LGNT

Northeast Kentucky

Ashland, Morehead, Grayson
Temperature
Forecast
28° / 23°
Actual
30° / 23°
Error: -2°F high, 0°F low
Precipitation
Forecast
0.5"
Actual
0.64"
✓ Within forecast range
Wind Speed
Forecast
10 / 20 mph
Actual
8 / 35 mph
Mesonet Stations MRHD, CHTR

Southeast Kentucky

Hazard, Pikeville, Harlan
Temperature
Forecast
30° / 23°
Actual
34° / 21°
Error: -4°F high, 2°F low
Precipitation
Forecast
0.4"
Actual
3.64"
±3.24" off
Wind Speed
Forecast
10 / 21 mph
Actual
5 / 38 mph
Mesonet Stations BMBL, QKSD, BNVL, VEST, RFVC, RFSM, PBDY

Cold Clipper Brings Light Snow Dusting to Eastern Kentucky

A moisture-starved Arctic clipper system will pivot across the Commonwealth today. Expect a sharp contrast between a sunny but frigid western Kentucky and a gray, snowy eastern half. While accumulations will be minor (generally a dusting to half an inch), sub-freezing temperatures will allow for immediate sticking on elevated surfaces.

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

High confidence in the cold temperatures and the general location of precipitation. Lower confidence in the exact accumulation totals due to the high risk of sub-cloud evaporation (virga) and sensitive snow-to-liquid ratios.

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
Frigid Sunshine
Sunny
38°/ 21°

Northwest Pennyrile

Owensboro, Henderson, Morganfield
Cold and Clearing
Cloudy
33°/ 20°

Southwest Pennyrile

Hopkinsville, Madisonville, Princeton
Brisk and Bright
Sunny
36°/ 20°

Barren River

Bowling Green, Glasgow, Franklin
Chilly and Gray Morning
Cloudy
36°/ 22°

Louisville Metro

Louisville, La Grange, Shepherdsville
Gray, Blustery, and Cold
Cloudy
31°/ 21°

Lincoln Trail

Elizabethtown, Bardstown, Leitchfield
Cold and Overcast
Cloudy
32°/ 21°

Lake Cumberland

Somerset, Columbia, Monticello
Morning Flurries
Cloudy
32°/ 23°

Northern Kentucky

NUISANCE
Covington, Florence, Independence
Light Snow and Frigid
Snow
28°/ 20°

Inner Bluegrass

NUISANCE
Lexington, Georgetown, Winchester
Morning Dusting of Snow
Snow
29°/ 22°

Bluegrass Foothills

NUISANCE
Richmond, Danville, Berea
Minor Snow Accumulation
Snow
30°/ 22°

Northeast Kentucky

NUISANCE
Ashland, Morehead, Grayson
Light Snow Dusting
Snow
28°/ 23°

Southeast Kentucky

NUISANCE
Hazard, Pikeville, Harlan
Morning Mountain Snow
Snow
30°/ 23°

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 shortwave digs slightly deeper and the sub-cloud dry layer saturates faster, fluffy snow ratios could reach 15:1, leading to widespread 1-2 inch totals across the Bluegrass and Northeast Kentucky.

💨

The 'Bust' Scenario

If the dry slot remains entrenched, most of the energy will result in virga or 'diamond dust' flurries that fail to accumulate on the ground, leaving only the high peaks of the Southeast with a dusting.

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 Virga Void

The NAM and GFS show a significant dry layer below 3,000 feet that threatens to evaporate snow before it reaches the surface in Central Kentucky, while the GEM and Euro are more aggressive with light measurable accumulations reaching the ground.

NAM
VS
GFS
VS
EURO
Why GEM Wins

GEM's handling of shallow Arctic moisture and high snow-to-liquid ratios (SLRs) is typically superior in clipper setups. Soundings show sufficient saturation to overcome the dry layer in the North and East.

Affected Regions
BLUEGRASS CORENORTHERN KYLOUISVILLE METRO

The Arctic Floor

GEM is significantly colder with overnight lows (teens) compared to the GFS/Euro consensus (low 20s).

GEM
VS
GFS
VS
EURO
Why BLEND Wins

While GEM's cold bias is noted, the presence of cloud cover in the east will likely prevent the extreme radiational cooling GEM suggests, though the west will be closer to GEM's values.

Affected Regions
PURCHASENORTHWEST PENNYRILEBLUEGRASS CORE

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 atmosphere is entirely sub-freezing from the surface to the tropopause. 850mb temperatures are progged between -10C and -12C, creating a purely frozen profile with no melting layers.

Thermal Boundary

The effective freezing line and 0C isotherm at 850mb are located well south of the Tennessee border near the Gulf States.

Diurnal Trend

A non-diurnal trend is likely in the east due to persistent cloud cover, while the west follows a standard but suppressed diurnal curve with highs 15 degrees below normal.

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 secondary Arctic surface trough passed through overnight, evidenced by a wind shift to the northwest and gusts up to 25 mph.

Jet Stream Support

The region is influenced by the right-entrance region of an upper-level jet, providing broad synoptic-scale ascent.

Energy Status

A compact shortwave trough with a vorticity maximum of 0.00035 s^-1 is the primary kinematic driver for the morning snow showers.

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 moisture-starved with PWATs below 0.20 inches. Saturated layers are thin and focused in the mid-levels, leading to a high virga risk.

Precipitation Character

Precipitation will be stratiform light snow and flurries, with occasional convective bursts in the northern counties due to steep low-level lapse rates.

Flooding Context

No flooding risk. Soils are cold and liquid equivalent precipitation is negligible (less than 0.05 inches).

Celestial Almanac

Moon Phase

Waning Crescent

3% Illumination
Moonrise
7:12 AM
Moonset
6:51 PM
Purchase Area
Sunrise
8:03 AM
Sunset
8:04 PM
Civil Dawn
7:37 AM
Civil Dusk
8:30 PM
Northwest Pennyrile
Sunrise
7:57 AM
Sunset
7:58 PM
Civil Dawn
7:31 AM
Civil Dusk
8:24 PM
Southwest Pennyrile
Sunrise
7:59 AM
Sunset
7:59 PM
Civil Dawn
7:33 AM
Civil Dusk
8:25 PM
Barren River
Sunrise
7:55 AM
Sunset
7:55 PM
Civil Dawn
7:29 AM
Civil Dusk
8:21 PM
Louisville Metro
Sunrise
7:52 AM
Sunset
7:52 PM
Civil Dawn
7:26 AM
Civil Dusk
8:19 PM
Lincoln Trail
Sunrise
7:52 AM
Sunset
7:53 PM
Civil Dawn
7:26 AM
Civil Dusk
8:19 PM
Lake Cumberland
Sunrise
7:47 AM
Sunset
7:48 PM
Civil Dawn
7:21 AM
Civil Dusk
8:14 PM
Northern Kentucky
Sunrise
7:47 AM
Sunset
7:47 PM
Civil Dawn
7:21 AM
Civil Dusk
8:14 PM
Inner Bluegrass
Sunrise
7:47 AM
Sunset
7:47 PM
Civil Dawn
7:21 AM
Civil Dusk
8:14 PM
Bluegrass Foothills
Sunrise
7:46 AM
Sunset
7:47 PM
Civil Dawn
7:20 AM
Civil Dusk
8:13 PM
Northeast Kentucky
Sunrise
7:40 AM
Sunset
7:40 PM
Civil Dawn
7:13 AM
Civil Dusk
8:06 PM
Southeast Kentucky
Sunrise
7:42 AM
Sunset
7:42 PM
Civil Dawn
7:16 AM
Civil Dusk
8:08 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.