kywx
Kentucky AI Weather Engine

Kentucky AI Forecasting Beta

Fri, Apr 3
Sun, Apr 5
Forecast For

Saturday, April 4

Updated Apr 4, 6:59 AM EDT
Confidence
85%

How Did We Do?

Comparing our AI forecast to actual observations from Saturday, April 4, 2026.

Temperature
±3.3°F
Average Error
Precipitation
±24.54"
Average Error
Wind Speed
±7.3mph
Average error

Regional Assessments

Purchase Area

Paducah, Murray, Mayfield
Temperature
Forecast
71° / 50°
Actual
79° / 57°
Error: -8°F high, -7°F low
Precipitation
Forecast
1"
Actual
48.38"
±47.38" off
Wind Speed
Forecast
15 / 35 mph
Actual
7 / 27 mph
Mesonet Stations HCKM, BAND

Northwest Pennyrile

Owensboro, Henderson, Morganfield
Temperature
Forecast
72° / 50°
Actual
79° / 55°
Error: -7°F high, -5°F low
Precipitation
Forecast
0.5"
Actual
44.19"
±43.69" off
Wind Speed
Forecast
16 / 36 mph
Actual
8 / 34 mph
Mesonet Stations FRNY, RPTN, GRHM, DIXO

Southwest Pennyrile

Hopkinsville, Madisonville, Princeton
Temperature
Forecast
75° / 52°
Actual
81° / 55°
Error: -6°F high, -3°F low
Precipitation
Forecast
0.7"
Actual
89.44"
±88.74" off
Wind Speed
Forecast
15 / 34 mph
Actual
8 / 33 mph
Mesonet Stations PRNC, PGHL, ERLN, CADZ, CCTY

Barren River

Bowling Green, Glasgow, Franklin
Temperature
Forecast
78° / 53°
Actual
80° / 57°
Error: -2°F high, -4°F low
Precipitation
Forecast
0.8"
Actual
20.09"
±19.29" off
Wind Speed
Forecast
18 / 37 mph
Actual
9 / 33 mph
Mesonet Stations FARM, WDBY, EWPK

Louisville Metro

Louisville, La Grange, Shepherdsville
Temperature
Forecast
78° / 54°
Actual
79° / 64°
Error: -1°F high, -10°F low
Precipitation
Forecast
0.3"
Actual
9.77"
±9.469999999999999" off
Wind Speed
Forecast
17 / 38 mph
Actual
12 / 37 mph
Mesonet Stations LGRN

Lincoln Trail

Elizabethtown, Bardstown, Leitchfield
Temperature
Forecast
79° / 53°
Actual
81° / 57°
Error: -2°F high, -4°F low
Precipitation
Forecast
0.4"
Actual
50.03"
±49.63" off
Wind Speed
Forecast
18 / 38 mph
Actual
8 / 33 mph
Mesonet Stations CRMT, BLRK, CCLA, BRND, HARD

Lake Cumberland

Somerset, Columbia, Monticello
Temperature
Forecast
80° / 58°
Actual
83° / 53°
Error: -3°F high, 5°F low
Precipitation
Forecast
0.5"
Actual
22.8"
±22.3" off
Wind Speed
Forecast
14 / 32 mph
Actual
7 / 47 mph
Mesonet Stations PCWN, CMBA, GRDR, WOOD, GRBG

Northern Kentucky

Covington, Florence, Independence
Temperature
Forecast
79° / 51°
Actual
81° / 63°
Error: -2°F high, -12°F low
Precipitation
Forecast
0.3"
Actual
7.2"
±6.9" off
Wind Speed
Forecast
17 / 34 mph
Actual
8 / 34 mph
Mesonet Stations HHTS, HUEY

Inner Bluegrass

Lexington, Georgetown, Winchester
Temperature
Forecast
80° / 56°
Actual
81° / 63°
Error: -1°F high, -7°F low
Precipitation
Forecast
0.3"
Actual
0"
±0.3" off
Wind Speed
Forecast
19 / 36 mph
Actual
12 / 36 mph
Mesonet Stations LXGN, SPIN

Bluegrass Foothills

Richmond, Danville, Berea
Temperature
Forecast
80° / 58°
Actual
83° / 64°
Error: -3°F high, -6°F low
Precipitation
Forecast
0.3"
Actual
0"
±0.3" off
Wind Speed
Forecast
15 / 34 mph
Actual
9 / 33 mph
Mesonet Stations LGNT

Northeast Kentucky

Ashland, Morehead, Grayson
Temperature
Forecast
84° / 63°
Actual
84° / 52°
Error: 0°F high, 11°F low
Precipitation
Forecast
0.15"
Actual
4.2"
±4.05" off
Wind Speed
Forecast
12 / 30 mph
Actual
5 / 35 mph
Mesonet Stations MRHD, CHTR

Southeast Kentucky

Hazard, Pikeville, Harlan
Temperature
Forecast
81° / 65°
Actual
85° / 52°
Error: -4°F high, 13°F low
Precipitation
Forecast
0.05"
Actual
2.43"
±2.3800000000000003" off
Wind Speed
Forecast
10 / 26 mph
Actual
5 / 33 mph
Mesonet Stations BMBL, QKSD, BNVL, VEST, RFVC, RFSM, PBDY

Sharp Cold Front Brings Rain and Tumbling Temperatures

A strong cold front will sweep across Kentucky on Saturday, replacing record-challenging warmth with widespread rainfall and a sharp afternoon cool-down. While the day begins unseasonably warm, rain will develop in the west during the morning and progress through the Bluegrass and mountains by evening.

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

High agreement exists between all major models regarding the timing of the front and the precipitation type (100% liquid rain). Minor uncertainty remains only in the exact rainfall totals for the eastern coalfields.

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

IMPACTFUL
Paducah, Murray, Mayfield
Rainy Morning and Falling Temperatures
Heavy_Rain
71°/ 50°

Northwest Pennyrile

NUISANCE
Owensboro, Henderson, Morganfield
Windy Morning with Afternoon Rain
Rain
72°/ 50°

Southwest Pennyrile

NUISANCE
Hopkinsville, Madisonville, Princeton
Steady Afternoon Rain
Rain
75°/ 52°

Barren River

IMPACTFUL
Bowling Green, Glasgow, Franklin
Late Day Heavy Rain Possible
Heavy_Rain
78°/ 53°

Louisville Metro

NUISANCE
Louisville, La Grange, Shepherdsville
Urban Rain Arrives for the Evening
Rain
78°/ 54°

Lincoln Trail

NUISANCE
Elizabethtown, Bardstown, Leitchfield
Breezy and Warm Before Evening Rain
Rain
79°/ 53°

Lake Cumberland

NUISANCE
Somerset, Columbia, Monticello
Warm Day with Nighttime Rain
Rain
80°/ 58°

Northern Kentucky

NUISANCE
Covington, Florence, Independence
Windy and Very Warm Before Front
Rain
79°/ 51°

Inner Bluegrass

NUISANCE
Lexington, Georgetown, Winchester
Spring Heat Followed by Night Rain
Rain
80°/ 56°

Bluegrass Foothills

NUISANCE
Richmond, Danville, Berea
Warm and Windy Day
Rain
80°/ 58°

Northeast Kentucky

NUISANCE
Ashland, Morehead, Grayson
Record Warmth Followed by Late Rain
Rain
84°/ 63°

Southeast Kentucky

Hazard, Pikeville, Harlan
Warm and Mostly Dry Saturday
Rain
81°/ 65°

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 frontal progression slows, moisture convergence could lead to training convective elements, pushing rainfall totals over 1.5 inches in Western Kentucky and nearly an inch in the Bluegrass.

💨

The 'Bust' Scenario

Should a mid-level dry slot arrive earlier than modeled, precipitation totals may struggle to reach a quarter inch for much of Central and Eastern Kentucky, resulting in more of a wind event than a rain event.

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 Afternoon Thermal Crash

Models disagree on how quickly the cold air mass undercuts the warm sector. The Euro shows a 25-degree drop in three hours, while the GFS is more gradual.

EURO
VS
GFS
Why EURO Wins

The Euro historically handles the density of shallow post-frontal air masses better than the GFS, accurately capturing the sharp thermal gradient of anafront systems.

Affected Regions
LOUISVILLE METRONORTHERN KYBLUEGRASS CORE

The Western Moisture Bullseye

The NAM and GEM are significantly more aggressive with rainfall totals in the Purchase and Barren River regions, predicting over 1 inch of rain, while the GFS and Euro keep totals closer to 0.6 inches.

NAM
VS
GEM
VS
GFS
Why NAM Wins

The NAM is preferred for its superior resolution of mesoscale moisture convergence along sharp frontal boundaries, which often results in localized higher totals in the Tennessee Valley 'bowl'.

Affected Regions
PURCHASEBARREN RIVERSOUTHWEST PENNYRILE

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 features a deeply mixed boundary layer with 850mb temperatures between +10C and +14C. A sharp low-level inversion develops immediately behind the front as cold air advection commences.

Thermal Boundary

The frontal boundary enters the Purchase region around 12Z, crosses the I-65 corridor by 21Z, and clears the eastern border by 05Z Sunday.

Diurnal Trend

A classic non-diurnal trend will occur in the west, with temperatures peaking in the morning and falling through the 50s during the afternoon. The east will see a standard diurnal curve with late-day cooling.

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

Sharp wind shift from 200 degrees (South-Southwest) to 310 degrees (Northwest) with a 15-20 degree temperature drop within the first hour of passage.

Jet Stream Support

Lift is significantly enhanced by the right entrance region of a departing northern stream jet streak over the Great Lakes.

Energy Status

A compact shortwave trough is providing strong positive vorticity advection (PVA) which aligns with the arrival of the surface boundary.

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 fully saturated from the surface to 400mb in the west, while the east faces an initial virga risk due to 15F dewpoint depressions in the lower 2km.

Precipitation Character

Primarily stratiform rain with embedded convective elements along the leading edge of the front where moisture convergence is strongest.

Flooding Context

Minimal flood risk as ground conditions are currently receptive, though 1.0 inch totals in the west may cause temporary ponding in poor drainage areas.

Celestial Almanac

Moon Phase

Waning Gibbous

94% Illumination
Moonrise
10:22 PM
Moonset
8:40 AM
Purchase Area
Sunrise
7:36 AM
Sunset
8:20 PM
Civil Dawn
7:10 AM
Civil Dusk
8:46 PM
Northwest Pennyrile
Sunrise
7:30 AM
Sunset
8:14 PM
Civil Dawn
7:03 AM
Civil Dusk
8:41 PM
Southwest Pennyrile
Sunrise
7:32 AM
Sunset
8:15 PM
Civil Dawn
7:06 AM
Civil Dusk
8:41 PM
Barren River
Sunrise
7:28 AM
Sunset
8:11 PM
Civil Dawn
7:02 AM
Civil Dusk
8:37 PM
Louisville Metro
Sunrise
7:24 AM
Sunset
8:09 PM
Civil Dawn
6:57 AM
Civil Dusk
8:36 PM
Lincoln Trail
Sunrise
7:25 AM
Sunset
8:09 PM
Civil Dawn
6:58 AM
Civil Dusk
8:36 PM
Lake Cumberland
Sunrise
7:20 AM
Sunset
8:04 PM
Civil Dawn
6:54 AM
Civil Dusk
8:30 PM
Northern Kentucky
Sunrise
7:19 AM
Sunset
8:05 PM
Civil Dawn
6:52 AM
Civil Dusk
8:32 PM
Inner Bluegrass
Sunrise
7:19 AM
Sunset
8:04 PM
Civil Dawn
6:53 AM
Civil Dusk
8:31 PM
Bluegrass Foothills
Sunrise
7:19 AM
Sunset
8:03 PM
Civil Dawn
6:52 AM
Civil Dusk
8:29 PM
Northeast Kentucky
Sunrise
7:12 AM
Sunset
7:57 PM
Civil Dawn
6:45 AM
Civil Dusk
8:24 PM
Southeast Kentucky
Sunrise
7:15 AM
Sunset
7:58 PM
Civil Dawn
6:48 AM
Civil Dusk
8:24 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.