kywx
Kentucky AI Weather Engine

Kentucky AI Forecasting Beta

Thu, Mar 12
Sat, Mar 14
Forecast For

Friday, March 13

Updated Mar 13, 6:58 AM EDT

NWS Alerts Active This Day

Flood Warning

Mar 12, 12:58 PM -> Mar 13, 8:00 AM
Severe Severity

Flood Warning issued March 12 at 11:58AM CDT until March 13 at 7:00AM CDT by NWS Paducah KY

Flood Warning

Mar 12, 12:58 PM -> Mar 13, 3:00 PM
Severe Severity

Flood Warning issued March 12 at 11:58AM CDT until March 14 at 1:00AM CDT by NWS Paducah KY

Flood Warning

Mar 12, 12:58 PM -> Mar 13, 3:00 PM
Severe Severity

Flood Warning issued March 12 at 11:58AM CDT until March 15 at 10:00PM CDT by NWS Paducah KY

Wind Advisory

Mar 12, 3:31 PM -> Mar 12, 11:45 PM
Moderate Severity

Wind Advisory issued March 12 at 3:31PM EDT until March 13 at 8:00PM EDT by NWS Jackson KY

Wind Advisory

Mar 12, 3:31 PM -> Mar 12, 11:45 PM
Moderate Severity

Wind Advisory issued March 12 at 3:31PM EDT until March 13 at 8:00PM EDT by NWS Jackson KY

Wind Advisory

Mar 12, 3:36 PM -> Mar 13, 7:00 AM
Moderate Severity

Wind Advisory issued March 12 at 3:36PM EDT until March 13 at 8:00PM EDT by NWS Louisville KY

Wind Advisory

Mar 12, 3:36 PM -> Mar 13, 7:00 AM
Moderate Severity

Wind Advisory issued March 12 at 3:36PM EDT until March 13 at 8:00PM EDT by NWS Louisville KY

Wind Advisory

Mar 12, 4:56 PM -> Mar 13, 1:00 AM
Moderate Severity

Wind Advisory issued March 12 at 4:56PM EDT until March 13 at 8:00PM EDT by NWS Charleston WV

Wind Advisory

Mar 12, 7:33 PM -> Mar 13, 5:00 AM
Moderate Severity

Wind Advisory issued March 12 at 7:33PM EDT until March 13 at 8:00PM EDT by NWS Wilmington OH

Wind Advisory

Mar 12, 11:55 PM -> Mar 13, 8:00 AM
Moderate Severity

Wind Advisory issued March 12 at 11:55PM EDT until March 13 at 8:00PM EDT by NWS Jackson KY

Wind Advisory

Mar 12, 11:55 PM -> Mar 13, 8:00 AM
Moderate Severity

Wind Advisory issued March 12 at 11:55PM EDT until March 13 at 8:00PM EDT by NWS Jackson KY

Wind Advisory

Mar 13, 12:51 AM -> Mar 13, 9:00 AM
Moderate Severity

Wind Advisory issued March 13 at 12:51AM EDT until March 13 at 8:00PM EDT by NWS Charleston WV

Wind Advisory

Mar 13, 1:09 AM -> Mar 13, 3:00 PM
Moderate Severity

Wind Advisory issued March 13 at 1:09AM EDT until March 13 at 8:00PM EDT by NWS Wilmington OH

Wind Advisory

Mar 13, 2:49 AM -> Mar 13, 5:00 PM
Moderate Severity

Wind Advisory issued March 13 at 1:49AM CDT until March 13 at 7:00PM CDT by NWS Louisville KY

Wind Advisory

Mar 13, 2:49 AM -> Mar 13, 5:00 PM
Moderate Severity

Wind Advisory issued March 13 at 1:49AM CDT until March 13 at 7:00PM CDT by NWS Louisville KY

Wind Advisory

Mar 13, 2:49 AM -> Mar 13, 5:00 PM
Moderate Severity

Wind Advisory issued March 13 at 1:49AM CDT until March 13 at 7:00PM CDT by NWS Louisville KY

Wind Advisory

Mar 13, 2:49 AM -> Mar 13, 5:00 PM
Moderate Severity

Wind Advisory issued March 13 at 1:49AM CDT until March 13 at 7:00PM CDT by NWS Louisville KY

Special Weather Statement

Mar 13, 3:51 AM -> Mar 13, 5:00 PM
Moderate Severity

Special Weather Statement issued March 13 at 3:51AM EDT by NWS Louisville KY

Special Weather Statement

Mar 13, 6:21 AM -> Mar 13, 1:00 PM
Moderate Severity

Special Weather Statement issued March 13 at 5:21AM CDT by NWS Paducah KY

Wind Advisory

Mar 13, 7:54 AM -> Mar 13, 5:00 PM
Moderate Severity

Wind Advisory issued March 13 at 7:54AM EDT until March 13 at 8:00PM EDT by NWS Jackson KY

Wind Advisory

Mar 13, 7:54 AM -> Mar 13, 5:00 PM
Moderate Severity

Wind Advisory issued March 13 at 7:54AM EDT until March 13 at 8:00PM EDT by NWS Jackson KY

Wind Advisory

Mar 13, 8:09 AM -> Mar 13, 4:15 PM
Moderate Severity

Wind Advisory issued March 13 at 8:09AM EDT until March 13 at 8:00PM EDT by NWS Charleston WV

Special Weather Statement

Mar 13, 11:37 AM -> Mar 13, 5:00 PM
Moderate Severity

Special Weather Statement issued March 13 at 11:37AM EDT by NWS Jackson KY

Red Flag Warning

Mar 13, 12:29 PM -> Mar 13, 7:00 PM
Severe Severity

Red Flag Warning issued March 13 at 12:29PM EDT until March 13 at 7:00PM EDT by NWS Jackson KY

Special Weather Statement

Mar 13, 12:30 PM -> Mar 13, 8:00 PM
Moderate Severity

Special Weather Statement issued March 13 at 12:30PM EDT by NWS Charleston WV

Flood Warning

Mar 13, 12:57 PM -> Mar 14, 3:30 AM
Severe Severity

Flood Warning issued March 13 at 11:57AM CDT until March 14 at 2:30AM CDT by NWS Paducah KY

Flood Warning

Mar 13, 12:57 PM -> Mar 14, 3:00 PM
Severe Severity

Flood Warning issued March 13 at 11:57AM CDT until March 15 at 2:30AM CDT by NWS Paducah KY

Wind Advisory

Mar 13, 1:41 PM -> Mar 13, 8:00 PM
Moderate Severity

Wind Advisory issued March 13 at 1:41PM EDT until March 13 at 8:00PM EDT by NWS Charleston WV

Wind Advisory

Mar 13, 2:19 PM -> Mar 13, 8:00 PM
Moderate Severity

Wind Advisory issued March 13 at 2:19PM EDT until March 13 at 8:00PM EDT by NWS Wilmington OH

Wind Advisory

Mar 13, 2:52 PM -> Mar 13, 8:00 PM
Moderate Severity

Wind Advisory issued March 13 at 2:52PM EDT until March 13 at 8:00PM EDT by NWS Louisville KY

Wind Advisory

Mar 13, 2:52 PM -> Mar 13, 8:00 PM
Moderate Severity

Wind Advisory issued March 13 at 2:52PM EDT until March 13 at 8:00PM EDT by NWS Louisville KY

Wind Advisory

Mar 13, 3:16 PM -> Mar 13, 8:00 PM
Moderate Severity

Wind Advisory issued March 13 at 3:16PM EDT until March 13 at 8:00PM EDT by NWS Wilmington OH

Confidence
90%

How Did We Do?

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

Temperature
±4.8°F
Average Error
Precipitation
±0.00"
Average Error
Wind Speed
±9.6mph
Average error

Regional Assessments

Purchase Area

Paducah, Murray, Mayfield
Temperature
Forecast
63° / 40°
Actual
66° / 38°
Error: -3°F high, 2°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
16 / 45 mph
Actual
10 / 29 mph
Mesonet Stations HCKM, BAND

Northwest Pennyrile

Owensboro, Henderson, Morganfield
Temperature
Forecast
60° / 40°
Actual
65° / 40°
Error: -5°F high, 0°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
19 / 47 mph
Actual
10 / 34 mph
Mesonet Stations FRNY, RPTN, GRHM, DIXO

Southwest Pennyrile

Hopkinsville, Madisonville, Princeton
Temperature
Forecast
63° / 38°
Actual
68° / 38°
Error: -5°F high, 0°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
17 / 43 mph
Actual
10 / 36 mph
Mesonet Stations PRNC, PGHL, ERLN, CADZ, CCTY

Barren River

Bowling Green, Glasgow, Franklin
Temperature
Forecast
62° / 36°
Actual
67° / 32°
Error: -5°F high, 4°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
18 / 42 mph
Actual
9 / 40 mph
Mesonet Stations FARM, WDBY, EWPK

Louisville Metro

Louisville, La Grange, Shepherdsville
Temperature
Forecast
58° / 42°
Actual
59° / 32°
Error: -1°F high, 10°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
18 / 45 mph
Actual
12 / 47 mph
Mesonet Stations LGRN

Lincoln Trail

Elizabethtown, Bardstown, Leitchfield
Temperature
Forecast
59° / 39°
Actual
66° / 33°
Error: -7°F high, 6°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
19 / 48 mph
Actual
10 / 38 mph
Mesonet Stations CRMT, BLRK, CCLA, BRND, HARD

Lake Cumberland

Somerset, Columbia, Monticello
Temperature
Forecast
60° / 36°
Actual
66° / 29°
Error: -6°F high, 7°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
18 / 40 mph
Actual
7 / 39 mph
Mesonet Stations PCWN, CMBA, GRDR, WOOD, GRBG

Northern Kentucky

Covington, Florence, Independence
Temperature
Forecast
57° / 39°
Actual
60° / 38°
Error: -3°F high, 1°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
22 / 50 mph
Actual
8 / 41 mph
Mesonet Stations HHTS, HUEY

Inner Bluegrass

Lexington, Georgetown, Winchester
Temperature
Forecast
56° / 36°
Actual
61° / 35°
Error: -5°F high, 1°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
24 / 49 mph
Actual
13 / 46 mph
Mesonet Stations LXGN, SPIN

Bluegrass Foothills

Richmond, Danville, Berea
Temperature
Forecast
57° / 35°
Actual
65° / 35°
Error: -8°F high, 0°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
21 / 48 mph
Actual
10 / 37 mph
Mesonet Stations LGNT

Northeast Kentucky

Ashland, Morehead, Grayson
Temperature
Forecast
59° / 35°
Actual
61° / 29°
Error: -2°F high, 6°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
19 / 46 mph
Actual
7 / 44 mph
Mesonet Stations MRHD, CHTR

Southeast Kentucky

Hazard, Pikeville, Harlan
Temperature
Forecast
60° / 35°
Actual
68° / 29°
Error: -8°F high, 6°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
15 / 42 mph
Actual
5 / 39 mph
Mesonet Stations BMBL, QKSD, BNVL, VEST, RFVC, RFSM, PBDY

Strong Gradient Winds and Sunny Skies Across Kentucky

A potent pressure gradient developing between a departing high-pressure system and an approaching trough will bring significant wind gusts to the Commonwealth today. Despite the blustery conditions, a lack of atmospheric moisture will keep the state dry with clearing skies and mild temperatures.

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

Extremely high confidence in the dry forecast across all models. The only point of contention is the exact peak of wind gusts and the duration of morning cloud cover in the north.

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
Sunny and Very Warm
Sunny
63°/ 40°

Northwest Pennyrile

NUISANCE
Owensboro, Henderson, Morganfield
Windy and Bright
Sunny
60°/ 40°

Southwest Pennyrile

NUISANCE
Hopkinsville, Madisonville, Princeton
Warm and Blustery
Sunny
63°/ 38°

Barren River

NUISANCE
Bowling Green, Glasgow, Franklin
Rapid Warming with High Winds
Sunny
62°/ 36°

Louisville Metro

NUISANCE
Louisville, La Grange, Shepherdsville
Gray and Windy Morning
Cloudy
58°/ 42°

Lincoln Trail

IMPACTFUL
Elizabethtown, Bardstown, Leitchfield
Strong Gusts on the Ridges
Sunny
59°/ 39°

Lake Cumberland

NUISANCE
Somerset, Columbia, Monticello
Bright Skies and Choppy Waters
Sunny
60°/ 36°

Northern Kentucky

IMPACTFUL
Covington, Florence, Independence
High Wind Warning Potential
Cloudy
57°/ 39°

Inner Bluegrass

IMPACTFUL
Lexington, Georgetown, Winchester
Blustery and Gray in Lexington
Cloudy
56°/ 36°

Bluegrass Foothills

IMPACTFUL
Richmond, Danville, Berea
Powerful Winds in the Knobs
Cloudy
57°/ 35°

Northeast Kentucky

NUISANCE
Ashland, Morehead, Grayson
Sunny with Afternoon Gusts
Sunny
59°/ 35°

Southeast Kentucky

NUISANCE
Hazard, Pikeville, Harlan
Sunny and Crisp in the Mountains
Sunny
60°/ 35°

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 boundary layer mixes deeper than the 800mb level as suggested by the more aggressive NAM soundings, wind gusts could over-perform, reaching 55-60 mph across the Bluegrass and Northern Kentucky plateaus.

💨

The 'Bust' Scenario

If morning stratocumulus clouds in the northern half of the state fail to scatter out by lunch, surface heating will be limited, keeping wind gusts capped below 40 mph and afternoon highs in the low 50s.

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 Northern Cloud Shield

The NAM and GEM hold onto low-level moisture (925mb-850mb) much longer in the northern tier, forecasting 'Cloudy' conditions, whereas the GFS and Euro clear the skies by 10 AM.

NAM
VS
GEM
VS
GFS
Why GEM Wins

The GEM and NAM better account for the trapped post-frontal moisture often found in the Ohio River valley; however, the GEM's intermediate clearing timing is the most realistic compromise.

Affected Regions
NORTHERN KYLOUISVILLE METROBLUEGRASS CORE

The Momentum Mix-Down

A significant disagreement exists regarding the magnitude of wind gusts. NAM and GFS suggest gusts exceeding 50 mph based on deep vertical mixing, while the ECMWF maintains a more conservative 35-40 mph forecast.

NAM
VS
GFS
VS
ECMWF
Why NAM Wins

The NAM typically resolves the momentum transfer within the boundary layer more accurately in high-gradient, dry-slot scenarios. Its higher vertical resolution captures the 850mb LLJ's interaction with the surface more effectively.

Affected Regions
BLUEGRASS CORENORTHERN KYLINCOLN TRAILBLUEGRASS FOOTHILLS

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 temperature stack shows a classic well-mixed boundary layer. Morning surface inversions will be shallow and quickly scoured out by mechanical mixing as the sun rises.

Thermal Boundary

The freezing line has shifted well north into the Great Lakes region, keeping Kentucky in a mild, post-frontal warm-advection regime.

Diurnal Trend

A standard diurnal curve will be followed, though dampened slightly in the north by lingering morning clouds. Rapid warming will occur between 15Z and 19Z.

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 cold front moved through prior to 06Z, marked by a sharp wind shift to the west-northwest and a surge in gust intensity.

Jet Stream Support

The 850mb low-level jet is the primary driver of this event, with 45-50 knot winds available to mix down to the surface.

Energy Status

Vorticity is currently neutral as the region sits in the wake of a departing shortwave trough, leading to large-scale subsidence.

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 atmospheric column is significantly undersaturated above 850mb. Any radar returns are likely virga as dewpoint depressions exceed 20 degrees Fahrenheit.

Precipitation Character

No measurable precipitation. Conditions will remain stratiform for cloud cover only.

Flooding Context

No hydrologic risk as the ground remains dry and no rainfall is forecast.

Celestial Almanac

Moon Phase

Waning Crescent

30% Illumination
Moonrise
5:04 AM
Moonset
2:32 PM
Purchase Area
Sunrise
8:09 AM
Sunset
8:00 PM
Civil Dawn
7:43 AM
Civil Dusk
8:26 PM
Northwest Pennyrile
Sunrise
8:04 AM
Sunset
7:54 PM
Civil Dawn
7:37 AM
Civil Dusk
8:20 PM
Southwest Pennyrile
Sunrise
8:05 AM
Sunset
7:56 PM
Civil Dawn
7:39 AM
Civil Dusk
8:22 PM
Barren River
Sunrise
8:01 AM
Sunset
7:52 PM
Civil Dawn
7:35 AM
Civil Dusk
8:18 PM
Louisville Metro
Sunrise
7:58 AM
Sunset
7:49 PM
Civil Dawn
7:32 AM
Civil Dusk
8:15 PM
Lincoln Trail
Sunrise
7:59 AM
Sunset
7:49 PM
Civil Dawn
7:32 AM
Civil Dusk
8:15 PM
Lake Cumberland
Sunrise
7:53 AM
Sunset
7:44 PM
Civil Dawn
7:27 AM
Civil Dusk
8:10 PM
Northern Kentucky
Sunrise
7:54 AM
Sunset
7:43 PM
Civil Dawn
7:27 AM
Civil Dusk
8:10 PM
Inner Bluegrass
Sunrise
7:53 AM
Sunset
7:44 PM
Civil Dawn
7:27 AM
Civil Dusk
8:10 PM
Bluegrass Foothills
Sunrise
7:52 AM
Sunset
7:43 PM
Civil Dawn
7:26 AM
Civil Dusk
8:09 PM
Northeast Kentucky
Sunrise
7:46 AM
Sunset
7:36 PM
Civil Dawn
7:19 AM
Civil Dusk
8:02 PM
Southeast Kentucky
Sunrise
7:48 AM
Sunset
7:39 PM
Civil Dawn
7:22 AM
Civil Dusk
8:05 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.