kywx
Kentucky AI Weather Engine

Kentucky AI Forecasting Beta

Fri, Apr 17
Sun, Apr 19
Forecast For

Saturday, April 18

Updated Apr 18, 6:58 AM EDT
Confidence
85%

How Did We Do?

Comparing our AI forecast to actual observations from Saturday, April 18, 2026.

Temperature
±4.4°F
Average Error
Precipitation
±15.17"
Average Error
Wind Speed
±7.3mph
Average error

Regional Assessments

Purchase Area

Paducah, Murray, Mayfield
Temperature
Forecast
70° / 45°
Actual
80° / 48°
Error: -10°F high, -3°F low
Precipitation
Forecast
1.05"
Actual
31.34"
±30.29" off
Wind Speed
Forecast
15 / 36 mph
Actual
7 / 34 mph
Mesonet Stations HCKM, BAND

Northwest Pennyrile

Owensboro, Henderson, Morganfield
Temperature
Forecast
72° / 47°
Actual
80° / 46°
Error: -8°F high, 1°F low
Precipitation
Forecast
1.15"
Actual
47.05"
±45.9" off
Wind Speed
Forecast
17 / 34 mph
Actual
8 / 41 mph
Mesonet Stations FRNY, RPTN, GRHM, DIXO

Southwest Pennyrile

Hopkinsville, Madisonville, Princeton
Temperature
Forecast
72° / 48°
Actual
79° / 46°
Error: -7°F high, 2°F low
Precipitation
Forecast
0.82"
Actual
44.3"
±43.48" off
Wind Speed
Forecast
15 / 34 mph
Actual
7 / 33 mph
Mesonet Stations PRNC, PGHL, ERLN, CADZ, CCTY

Barren River

Bowling Green, Glasgow, Franklin
Temperature
Forecast
72° / 46°
Actual
78° / 47°
Error: -6°F high, -1°F low
Precipitation
Forecast
0.45"
Actual
6.73"
±6.28" off
Wind Speed
Forecast
14 / 33 mph
Actual
7 / 35 mph
Mesonet Stations FARM, WDBY, EWPK

Louisville Metro

Louisville, La Grange, Shepherdsville
Temperature
Forecast
73° / 47°
Actual
76° / 48°
Error: -3°F high, -1°F low
Precipitation
Forecast
0.58"
Actual
2.2"
±1.62" off
Wind Speed
Forecast
13 / 30 mph
Actual
10 / 29 mph
Mesonet Stations LGRN

Lincoln Trail

Elizabethtown, Bardstown, Leitchfield
Temperature
Forecast
72° / 46°
Actual
78° / 47°
Error: -6°F high, -1°F low
Precipitation
Forecast
0.48"
Actual
16.71"
±16.23" off
Wind Speed
Forecast
16 / 32 mph
Actual
7 / 33 mph
Mesonet Stations CRMT, BLRK, CCLA, BRND, HARD

Lake Cumberland

Somerset, Columbia, Monticello
Temperature
Forecast
78° / 47°
Actual
78° / 32°
Error: 0°F high, 15°F low
Precipitation
Forecast
0.78"
Actual
5.22"
±4.4399999999999995" off
Wind Speed
Forecast
14 / 35 mph
Actual
5 / 34 mph
Mesonet Stations PCWN, CMBA, GRDR, WOOD, GRBG

Northern Kentucky

Covington, Florence, Independence
Temperature
Forecast
70° / 46°
Actual
76° / 48°
Error: -6°F high, -2°F low
Precipitation
Forecast
0.48"
Actual
4.22"
±3.7399999999999998" off
Wind Speed
Forecast
11 / 28 mph
Actual
6 / 26 mph
Mesonet Stations HHTS, HUEY

Inner Bluegrass

Lexington, Georgetown, Winchester
Temperature
Forecast
74° / 46°
Actual
77° / 50°
Error: -3°F high, -4°F low
Precipitation
Forecast
0.42"
Actual
4.89"
±4.47" off
Wind Speed
Forecast
15 / 32 mph
Actual
9 / 47 mph
Mesonet Stations LXGN, SPIN

Bluegrass Foothills

Richmond, Danville, Berea
Temperature
Forecast
78° / 46°
Actual
79° / 52°
Error: -1°F high, -6°F low
Precipitation
Forecast
0.32"
Actual
0.91"
±0.5900000000000001" off
Wind Speed
Forecast
14 / 33 mph
Actual
6 / 31 mph
Mesonet Stations LGNT

Northeast Kentucky

Ashland, Morehead, Grayson
Temperature
Forecast
81° / 51°
Actual
81° / 51°
Error: 0°F high, 0°F low
Precipitation
Forecast
0.28"
Actual
11.94"
±11.66" off
Wind Speed
Forecast
12 / 34 mph
Actual
4 / 34 mph
Mesonet Stations MRHD, CHTR

Southeast Kentucky

Hazard, Pikeville, Harlan
Temperature
Forecast
80° / 52°
Actual
83° / 51°
Error: -3°F high, 1°F low
Precipitation
Forecast
0.58"
Actual
13.88"
±13.3" off
Wind Speed
Forecast
10 / 30 mph
Actual
3 / 31 mph
Mesonet Stations BMBL, QKSD, BNVL, VEST, RFVC, RFSM, PBDY

Sharp Temperature Crash and Widespread Soaking Rain

A powerful cold front will sweep across Kentucky from west to east on Saturday, triggering a dramatic 20-30 degree temperature crash and bringing a period of steady, soaking rain to the entire Commonwealth.

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

Models are in high agreement on the timing of the frontal passage and the non-diurnal temperature trend, though minor discrepancies remain regarding localized rainfall bullseyes.

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
Morning Soaker and Afternoon Chill
Heavy_Rain
70°/ 45°

Northwest Pennyrile

IMPACTFUL
Owensboro, Henderson, Morganfield
Breezy with Heavy Rain
Heavy_Rain
72°/ 47°

Southwest Pennyrile

IMPACTFUL
Hopkinsville, Madisonville, Princeton
Rainy Saturday with Falling Temps
Rain
72°/ 48°

Barren River

NUISANCE
Bowling Green, Glasgow, Franklin
Afternoon Rain and Gusty Winds
Rain
72°/ 46°

Louisville Metro

NUISANCE
Louisville, La Grange, Shepherdsville
Soggy Afternoon and Evening
Rain
73°/ 47°

Lincoln Trail

NUISANCE
Elizabethtown, Bardstown, Leitchfield
Windy with Stepped Cooling
Rain
72°/ 46°

Lake Cumberland

IMPACTFUL
Somerset, Columbia, Monticello
Warm Day, Very Wet Night
Rain
78°/ 47°

Northern Kentucky

NUISANCE
Covington, Florence, Independence
Rain Arriving for Lunch
Rain
70°/ 46°

Inner Bluegrass

NUISANCE
Lexington, Georgetown, Winchester
Windy with Afternoon Showers
Rain
74°/ 46°

Bluegrass Foothills

NUISANCE
Richmond, Danville, Berea
Evening Rainfall Arrival
Rain
78°/ 46°

Northeast Kentucky

NUISANCE
Ashland, Morehead, Grayson
Warm Day with a Late Rain Pulse
Rain
81°/ 51°

Southeast Kentucky

NUISANCE
Hazard, Pikeville, Harlan
Late Rain in the Mountains
Rain
80°/ 52°

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 front slows its eastward progression by even 3 hours, moisture transport from the Gulf will maximize, leading to widespread 1.5-inch rainfall totals and localized ponding in low-lying areas.

💨

The 'Bust' Scenario

If a dry slot associated with the mid-level trough axis arrives earlier than modeled, precipitation will quickly taper to drizzle, leaving most regions with less than a quarter-inch of rain.

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.

Thermal Crash Magnitude

The GEM and NAM show an aggressive 35-40 degree drop following the front, while the GFS/Euro are more conservative with a 20-25 degree decline.

NAM
VS
GEM
VS
GFS
Why NAM Wins

The NAM typically handles the shallow, dense cold air behind sharp spring fronts with better precision than global models.

Affected Regions
LOUISVILLE METROBLUEGRASS CORENORTHERN KY

The QPF Locality Duel

The NAM and GEM focus the highest moisture convergence across Western and Central Kentucky, while the GFS and Euro prioritize the Southeast Coalfields via orographic enhancement.

NAM
VS
GFS
VS
EURO
Why BLEND Wins

Both mechanisms are physically sound: the NAM's high-res boundary handling captures the initial frontal surge, while the GFS correctly identifies the lift provided by the Appalachian foothills later in the period.

Affected Regions
PURCHASENORTHWEST PENNYRILESOUTHEAST COALFIELDS

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

Kentucky will transition from a deeply mixed, warm-sector profile (H85 +12C to +14C) to a post-frontal regime featuring strong low-level cold air advection (CAA). A subsidence inversion will eventually develop overnight, trapping low-level moisture.

Thermal Boundary

The frontal boundary will move from the Mississippi River at sunrise to the I-65 corridor by early afternoon, clearing the Big Sandy River by late evening.

Diurnal Trend

Strongly non-diurnal. High temperatures for most of the state will occur during the morning or early afternoon, with temperatures falling 10-15 degrees in the first two hours post-front.

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 sharp 180-degree wind shift from Southwest to Northwest will mark the passage, accompanied by surface gusts between 30 and 40 mph.

Jet Stream Support

Strong support from the right entrance region of a 110kt upper-level jet streak provides the primary ascent mechanism.

Energy Status

A compact shortwave trough provides robust vorticity advection, peaking over Central Kentucky between 15Z and 21Z.

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 modeled to be fully saturated from the surface to 400mb behind the front, eliminating the risk of virga once the rain begins.

Precipitation Character

Predominantly stratiform rain. Very low CAPE (<50 J/kg) will prevent lightning/thunder despite the presence of strong deep-layer shear.

Flooding Context

The ground is currently unsaturated; however, rainfall rates in the Northwest Pennyrile and Southeast Coalfields may approach 0.50 inches per hour, creating minor drainage issues.

Celestial Almanac

Moon Phase

Waxing Crescent

2% Illumination
Moonrise
7:34 AM
Moonset
9:11 PM
Purchase Area
Sunrise
7:17 AM
Sunset
8:32 PM
Civil Dawn
6:50 AM
Civil Dusk
8:59 PM
Northwest Pennyrile
Sunrise
7:10 AM
Sunset
8:27 PM
Civil Dawn
6:43 AM
Civil Dusk
8:54 PM
Southwest Pennyrile
Sunrise
7:13 AM
Sunset
8:27 PM
Civil Dawn
6:46 AM
Civil Dusk
8:54 PM
Barren River
Sunrise
7:08 AM
Sunset
8:23 PM
Civil Dawn
6:41 AM
Civil Dusk
8:50 PM
Louisville Metro
Sunrise
7:04 AM
Sunset
8:22 PM
Civil Dawn
6:36 AM
Civil Dusk
8:50 PM
Lincoln Trail
Sunrise
7:05 AM
Sunset
8:22 PM
Civil Dawn
6:38 AM
Civil Dusk
8:49 PM
Lake Cumberland
Sunrise
7:01 AM
Sunset
8:16 PM
Civil Dawn
6:34 AM
Civil Dusk
8:43 PM
Northern Kentucky
Sunrise
6:58 AM
Sunset
8:18 PM
Civil Dawn
6:30 AM
Civil Dusk
8:46 PM
Inner Bluegrass
Sunrise
6:59 AM
Sunset
8:17 PM
Civil Dawn
6:32 AM
Civil Dusk
8:44 PM
Bluegrass Foothills
Sunrise
6:59 AM
Sunset
8:16 PM
Civil Dawn
6:31 AM
Civil Dusk
8:43 PM
Northeast Kentucky
Sunrise
6:51 AM
Sunset
8:10 PM
Civil Dawn
6:23 AM
Civil Dusk
8:38 PM
Southeast Kentucky
Sunrise
6:55 AM
Sunset
8:11 PM
Civil Dawn
6:28 AM
Civil Dusk
8:38 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.