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Kentucky AI Weather Engine

Kentucky AI Forecasting Beta

Sat, May 2
Mon, May 4
Forecast For

Sunday, May 3

Updated May 3, 6:58 AM EDT

NWS Alerts Active This Day

Frost Advisory

May 2, 11:49 AM -> May 3, 9:00 AM
Minor Severity

Frost Advisory issued May 2 at 11:49AM EDT until May 3 at 9:00AM EDT by NWS Louisville KY

Special Weather Statement

May 2, 12:21 PM -> May 2, 10:00 PM
Moderate Severity

Special Weather Statement issued May 2 at 12:21PM EDT by NWS Louisville KY

Freeze Warning

May 2, 12:24 PM -> May 3, 12:15 AM
Moderate Severity

Freeze Warning issued May 2 at 12:24PM EDT until May 3 at 9:00AM EDT by NWS Jackson KY

Freeze Warning

May 2, 12:24 PM -> May 3, 12:15 AM
Moderate Severity

Freeze Warning issued May 2 at 12:24PM EDT until May 3 at 9:00AM EDT by NWS Jackson KY

Frost Advisory

May 2, 12:24 PM -> May 3, 12:15 AM
Minor Severity

Frost Advisory issued May 2 at 12:24PM EDT until May 3 at 9:00AM EDT by NWS Jackson KY

Frost Advisory

May 2, 1:13 PM -> May 3, 5:00 AM
Minor Severity

Frost Advisory issued May 2 at 1:13PM EDT until May 3 at 9:00AM EDT by NWS Wilmington OH

Special Weather Statement

May 2, 4:12 PM -> May 2, 10:00 PM
Moderate Severity

Special Weather Statement issued May 2 at 4:12PM EDT by NWS Louisville KY

Freeze Warning

May 2, 6:26 PM -> May 3, 5:00 AM
Moderate Severity

Freeze Warning issued May 2 at 6:26PM EDT until May 3 at 9:00AM EDT by NWS Charleston WV

Special Weather Statement

May 2, 6:32 PM -> May 3, 2:00 AM
Moderate Severity

Special Weather Statement issued May 2 at 5:32PM CDT by NWS Paducah KY

Special Weather Statement

May 2, 6:44 PM -> May 3, 1:00 AM
Moderate Severity

Special Weather Statement issued May 2 at 5:44PM CDT by NWS Paducah KY

Confidence
70%

How Did We Do?

Comparing our AI forecast to actual observations from Sunday, May 3, 2026.

Temperature
±2.4°F
Average Error
Precipitation
±0.01"
Average Error
Wind Speed
±5.1mph
Average error

Regional Assessments

Purchase Area

Paducah, Murray, Mayfield
Temperature
Forecast
69° / 38°
Actual
72° / 38°
Error: -3°F high, 0°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
14 / 32 mph
Actual
6 / 26 mph
Mesonet Stations HCKM, BAND

Northwest Pennyrile

Owensboro, Henderson, Morganfield
Temperature
Forecast
67° / 35°
Actual
68° / 34°
Error: -1°F high, 1°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
12 / 28 mph
Actual
5 / 27 mph
Mesonet Stations FRNY, RPTN, GRHM, DIXO

Southwest Pennyrile

Hopkinsville, Madisonville, Princeton
Temperature
Forecast
66° / 36°
Actual
68° / 31°
Error: -2°F high, 5°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
11 / 22 mph
Actual
5 / 24 mph
Mesonet Stations PRNC, PGHL, ERLN, CADZ, CCTY

Barren River

Bowling Green, Glasgow, Franklin
Temperature
Forecast
64° / 34°
Actual
67° / 33°
Error: -3°F high, 1°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
10 / 20 mph
Actual
4 / 25 mph
Mesonet Stations FARM, WDBY, EWPK

Louisville Metro

Louisville, La Grange, Shepherdsville
Temperature
Forecast
63° / 40°
Actual
63° / 36°
Error: 0°F high, 4°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
11 / 29 mph
Actual
6 / 29 mph
Mesonet Stations LGRN

Lincoln Trail

Elizabethtown, Bardstown, Leitchfield
Temperature
Forecast
62° / 35°
Actual
65° / 30°
Error: -3°F high, 5°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
10 / 22 mph
Actual
4 / 28 mph
Mesonet Stations CRMT, BLRK, CCLA, BRND, HARD

Lake Cumberland

Somerset, Columbia, Monticello
Temperature
Forecast
61° / 37°
Actual
66° / 31°
Error: -5°F high, 6°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
7 / 15 mph
Actual
3 / 21 mph
Mesonet Stations PCWN, CMBA, GRDR, WOOD, GRBG

Northern Kentucky

Covington, Florence, Independence
Temperature
Forecast
61° / 31°
Actual
63° / 35°
Error: -2°F high, -4°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
9 / 22 mph
Actual
5 / 24 mph
Mesonet Stations HHTS, HUEY

Inner Bluegrass

Lexington, Georgetown, Winchester
Temperature
Forecast
61° / 31°
Actual
62° / 33°
Error: -1°F high, -2°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
10 / 24 mph
Actual
6 / 26 mph
Mesonet Stations LXGN, SPIN

Bluegrass Foothills

Richmond, Danville, Berea
Temperature
Forecast
61° / 34°
Actual
64° / 31°
Error: -3°F high, 3°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
8 / 18 mph
Actual
3 / 18 mph
Mesonet Stations LGNT

Northeast Kentucky

Ashland, Morehead, Grayson
Temperature
Forecast
62° / 33°
Actual
64° / 29°
Error: -2°F high, 4°F low
Precipitation
Forecast
0"
Actual
0.16"
✓ Within forecast range
Wind Speed
Forecast
6 / 16 mph
Actual
3 / 20 mph
Mesonet Stations MRHD, CHTR

Southeast Kentucky

Hazard, Pikeville, Harlan
Temperature
Forecast
62° / 35°
Actual
66° / 31°
Error: -4°F high, 4°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
5 / 14 mph
Actual
2 / 18 mph
Mesonet Stations BMBL, QKSD, BNVL, VEST, RFVC, RFSM, PBDY

Morning Frost Transitions to Gusty Afternoon Spring Warmth

Kentucky will experience a sharp temperature transition today. After a widespread chilly start with areas of frost, particularly in Central and Eastern Kentucky, southerly winds will rapidly pull warmer air into the Commonwealth. Expect a dry and sunny afternoon for most, with increasing clouds and a small chance for light evening showers in North-Central regions.

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

There is high confidence in the afternoon temperature recovery and wind gusts. Confidence is lower regarding the morning trace drizzle risk in the west and the evening shower timing in the north due to dry-air entrainment issues.

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
Warm and Windy Afternoon
Sunny
69°/ 38°

Northwest Pennyrile

Owensboro, Henderson, Morganfield
Clear and Pleasant
Sunny
67°/ 35°

Southwest Pennyrile

Hopkinsville, Madisonville, Princeton
Early Clouds, Sunny Afternoon
Sunny
66°/ 36°

Barren River

Bowling Green, Glasgow, Franklin
Quick Morning Warm-Up
Sunny
64°/ 34°

Louisville Metro

Louisville, La Grange, Shepherdsville
Sunny Start, Breezy Evening
Sunny
63°/ 40°

Lincoln Trail

Elizabethtown, Bardstown, Leitchfield
Bright and Sunny
Sunny
62°/ 35°

Lake Cumberland

Somerset, Columbia, Monticello
Quiet and Calm
Sunny
61°/ 37°

Northern Kentucky

NUISANCE
Covington, Florence, Independence
Frosty Morning, Sunny Day
Sunny
61°/ 31°

Inner Bluegrass

NUISANCE
Lexington, Georgetown, Winchester
Frosty Start, Late Cloudiness
Sunny
61°/ 31°

Bluegrass Foothills

Richmond, Danville, Berea
Chilly and Calm
Sunny
61°/ 34°

Northeast Kentucky

Ashland, Morehead, Grayson
Frosty Mountain Valleys
Sunny
62°/ 33°

Southeast Kentucky

Hazard, Pikeville, Harlan
Perfect Mountain Spring Day
Sunny
62°/ 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 morning warm-air advection (WAA) is slightly slower and the Euro's moisture return verifies, parts of the Bluegrass could see measurable light rain (0.05") after sunset.

💨

The 'Bust' Scenario

If dry air completely dominates as suggested by the GFS, the day will remain entirely cloud-free with no precipitation reaching the ground anywhere in the state.

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 Evening Moisture Scramble

The Euro forecasts light measurable rain for the Louisville and Lexington metros after 6 PM, whereas the GFS and GEM keep the column too dry for anything other than mid-level clouds.

EURO
VS
GFS
VS
GEM
Why UNCERTAIN Wins

The Euro is generally superior with moisture return in overrunning setups, but given the dry antecedent air mass, a compromise (PoP 20-30%) is the most responsible forecast.

Affected Regions
LOUISVILLE METROBLUEGRASS CORE

The Virga Vexation

The NAM is aggressive with high PoPs (80%) for freezing drizzle in the Pennyrile this morning, while global models (GFS/GEM/Euro) remain entirely dry.

NAM
VS
GFS
VS
GEM
Why GFS Wins

Model soundings show massive dewpoint depressions (>15F) in the lowest 2km. While the NAM identifies the lift and mid-level moisture, the physics favor the GFS/GEM interpretation that this moisture will evaporate before hitting the ground.

Affected Regions
SOUTHWEST PENNYRILEBARREN RIVER

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 classic low-level temperature inversion is in place this morning, featuring a +6C warm nose at 850mb over surface temperatures near 0C. This will rapidly transition to a standard adiabatic lapse rate by 16z as vertical mixing scours out the cold dome.

Thermal Boundary

The surface freezing line is currently retreating northward through the Bluegrass Foothills and will be north of the Ohio River by 10 AM.

Diurnal Trend

Strongly non-diurnal warming will occur between 13z and 18z as southerly flow intensifies. Afternoon highs will be 25-35 degrees warmer than morning lows.

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 significant surface front; however, a warm-sector airmass will be established as a warm front lifts well to the north into the Great Lakes.

Jet Stream Support

Kentucky is located in the right entrance region of a 100kt upper-level jet, providing subtle synoptic lift that will manifest primarily as mid-to-high level cloudiness.

Energy Status

A compact but moisture-starved shortwave trough is pivoting through the Ohio Valley, acting as the primary trigger for the evening cloud increase.

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 atmosphere is currently very dry in the boundary layer. Virga is highly likely this morning and early evening as precipitation falls into air with dewpoint depressions exceeding 20F.

Precipitation Character

Any precipitation that survives the dry air will be light and stratiform drizzle or sprinkles.

Flooding Context

Zero flooding risk. Ground is dry and total liquid accumulations will be negligible.

Celestial Almanac

Moon Phase

Waning Gibbous

97% Illumination
Moonrise
10:13 PM
Moonset
7:47 AM
Purchase Area
Sunrise
6:58 AM
Sunset
8:46 PM
Civil Dawn
6:30 AM
Civil Dusk
9:14 PM
Northwest Pennyrile
Sunrise
6:51 AM
Sunset
8:41 PM
Civil Dawn
6:23 AM
Civil Dusk
9:09 PM
Southwest Pennyrile
Sunrise
6:54 AM
Sunset
8:41 PM
Civil Dawn
6:26 AM
Civil Dusk
9:09 PM
Barren River
Sunrise
6:50 AM
Sunset
8:37 PM
Civil Dawn
6:22 AM
Civil Dusk
9:05 PM
Louisville Metro
Sunrise
6:45 AM
Sunset
8:36 PM
Civil Dawn
6:16 AM
Civil Dusk
9:05 PM
Lincoln Trail
Sunrise
6:46 AM
Sunset
8:36 PM
Civil Dawn
6:18 AM
Civil Dusk
9:04 PM
Lake Cumberland
Sunrise
6:43 AM
Sunset
8:30 PM
Civil Dawn
6:14 AM
Civil Dusk
8:58 PM
Northern Kentucky
Sunrise
6:38 AM
Sunset
8:33 PM
Civil Dawn
6:09 AM
Civil Dusk
9:02 PM
Inner Bluegrass
Sunrise
6:40 AM
Sunset
8:31 PM
Civil Dawn
6:12 AM
Civil Dusk
8:59 PM
Bluegrass Foothills
Sunrise
6:40 AM
Sunset
8:30 PM
Civil Dawn
6:12 AM
Civil Dusk
8:58 PM
Northeast Kentucky
Sunrise
6:32 AM
Sunset
8:24 PM
Civil Dawn
6:03 AM
Civil Dusk
8:53 PM
Southeast Kentucky
Sunrise
6:37 AM
Sunset
8:24 PM
Civil Dawn
6:08 AM
Civil Dusk
8:52 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.