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Kentucky AI Weather Engine

Kentucky AI Forecasting Beta

Sat, Apr 25
Mon, Apr 27
Forecast For

Sunday, April 26

Updated Apr 26, 7:03 AM EDT

NWS Alerts Active This Day

Special Weather Statement

Apr 26, 3:14 AM -> Apr 26, 10:00 AM
Moderate Severity

Special Weather Statement issued April 26 at 3:14AM EDT by NWS Louisville KY

Special Weather Statement

Apr 26, 3:35 AM -> Apr 26, 10:00 AM
Moderate Severity

Special Weather Statement issued April 26 at 3:35AM EDT by NWS Jackson KY

Confidence
95%

How Did We Do?

Comparing our AI forecast to actual observations from Sunday, April 26, 2026.

Temperature
±2.4°F
Average Error
Precipitation
±0.02"
Average Error
Wind Speed
±3.7mph
Average error

Regional Assessments

Purchase Area

Paducah, Murray, Mayfield
Temperature
Forecast
81° / 56°
Actual
82° / 52°
Error: -1°F high, 4°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
8 / 22 mph
Actual
3 / 15 mph
Mesonet Stations HCKM, BAND

Northwest Pennyrile

Owensboro, Henderson, Morganfield
Temperature
Forecast
78° / 55°
Actual
81° / 52°
Error: -3°F high, 3°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
9 / 24 mph
Actual
5 / 21 mph
Mesonet Stations FRNY, RPTN, GRHM, DIXO

Southwest Pennyrile

Hopkinsville, Madisonville, Princeton
Temperature
Forecast
80° / 55°
Actual
81° / 46°
Error: -1°F high, 9°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
7 / 20 mph
Actual
5 / 21 mph
Mesonet Stations PRNC, PGHL, ERLN, CADZ, CCTY

Barren River

Bowling Green, Glasgow, Franklin
Temperature
Forecast
79° / 54°
Actual
81° / 48°
Error: -2°F high, 6°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
8 / 23 mph
Actual
4 / 18 mph
Mesonet Stations FARM, WDBY, EWPK

Louisville Metro

Louisville, La Grange, Shepherdsville
Temperature
Forecast
75° / 56°
Actual
71° / 51°
Error: 4°F high, 5°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
9 / 24 mph
Actual
7 / 19 mph
Mesonet Stations LGRN

Lincoln Trail

Elizabethtown, Bardstown, Leitchfield
Temperature
Forecast
74° / 54°
Actual
76° / 48°
Error: -2°F high, 6°F low
Precipitation
Forecast
0"
Actual
0.23"
✓ Within forecast range
Wind Speed
Forecast
9 / 22 mph
Actual
5 / 17 mph
Mesonet Stations CRMT, BLRK, CCLA, BRND, HARD

Lake Cumberland

Somerset, Columbia, Monticello
Temperature
Forecast
75° / 54°
Actual
79° / 32°
Error: -4°F high, 22°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
7 / 21 mph
Actual
3 / 16 mph
Mesonet Stations PCWN, CMBA, GRDR, WOOD, GRBG

Northern Kentucky

Covington, Florence, Independence
Temperature
Forecast
71° / 49°
Actual
69° / 49°
Error: 2°F high, 0°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
10 / 25 mph
Actual
6 / 19 mph
Mesonet Stations HHTS, HUEY

Inner Bluegrass

Lexington, Georgetown, Winchester
Temperature
Forecast
72° / 53°
Actual
70° / 52°
Error: 2°F high, 1°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
11 / 27 mph
Actual
7 / 18 mph
Mesonet Stations LXGN, SPIN

Bluegrass Foothills

Richmond, Danville, Berea
Temperature
Forecast
73° / 53°
Actual
74° / 52°
Error: -1°F high, 1°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
8 / 22 mph
Actual
4 / 14 mph
Mesonet Stations LGNT

Northeast Kentucky

Ashland, Morehead, Grayson
Temperature
Forecast
69° / 50°
Actual
70° / 50°
Error: -1°F high, 0°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
7 / 21 mph
Actual
4 / 16 mph
Mesonet Stations MRHD, CHTR

Southeast Kentucky

Hazard, Pikeville, Harlan
Temperature
Forecast
71° / 52°
Actual
77° / 48°
Error: -6°F high, 4°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
6 / 18 mph
Actual
2 / 14 mph
Mesonet Stations BMBL, QKSD, BNVL, VEST, RFVC, RFSM, PBDY

Pleasant Spring Warmth with Isolated Morning Sprinkles

A dominant high-pressure ridge will build across the Commonwealth, bringing unseasonably warm temperatures and mostly sunny skies. A weak, moisture-starved disturbance will cross central and eastern Kentucky during the morning hours, potentially producing isolated light sprinkles or virga before clearing out by the afternoon.

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

Strong model agreement on the building high-pressure regime and thermal profiles ensures high confidence in the temperature forecast. The only minor uncertainty lies in the exact coverage of trace-level morning sprinkles.

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 Sunny
Sunny
81°/ 56°

Northwest Pennyrile

Owensboro, Henderson, Morganfield
Bright Spring Day
Sunny
78°/ 55°

Southwest Pennyrile

Hopkinsville, Madisonville, Princeton
Pleasantly Warm
Sunny
80°/ 55°

Barren River

Bowling Green, Glasgow, Franklin
Sunny and Dry
Sunny
79°/ 54°

Louisville Metro

Louisville, La Grange, Shepherdsville
Sunny After Morning Clouds
Sunny
75°/ 56°

Lincoln Trail

NUISANCE
Elizabethtown, Bardstown, Leitchfield
Morning Sprinkles Possible
Rain
74°/ 54°

Lake Cumberland

Somerset, Columbia, Monticello
Perfect Lake Weather
Sunny
75°/ 54°

Northern Kentucky

Covington, Florence, Independence
Cool Start, Sunny Afternoon
Sunny
71°/ 49°

Inner Bluegrass

Lexington, Georgetown, Winchester
Sunny and Breezy
Sunny
72°/ 53°

Bluegrass Foothills

Richmond, Danville, Berea
Pleasant and Bright
Sunny
73°/ 53°

Northeast Kentucky

Ashland, Morehead, Grayson
Chilly Morning, Sunny Afternoon
Sunny
69°/ 50°

Southeast Kentucky

NUISANCE
Hazard, Pikeville, Harlan
Morning Showers, Afternoon Sun
Rain
71°/ 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 mid-level ridge builds more aggressively and cloud cover clears early, temperatures in the Purchase and Pennyrile regions could over-perform, reaching the mid-80s, while central Kentucky pushes toward 80°F.

💨

The 'Bust' Scenario

If the morning shortwave tracks further south and manages to tap into slightly more moisture, a period of overcast skies and persistent light sprinkles could linger through midday, keeping temperatures in the 60s for the Bluegrass and Eastern Kentucky.

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.

Boundary Layer Mixing Battle

GFS and NAM suggest deep mixing will allow wind gusts to reach 25-28 mph in the Bluegrass, while the GEM and Euro keep conditions much calmer with gusts below 15 mph.

GFS
VS
NAM
VS
EURO
Why GFS Wins

Given the high solar insolation and a dry adiabatic lapse rate through 800mb, momentum transfer from the low-level jet is highly probable during peak heating.

Affected Regions
BLUEGRASS CORENORTHERN KYLOUISVILLE METRO

The Virga War

The NAM is aggressively forecasting high PoPs (80%) for light precipitation across central and southeastern Kentucky, whereas the GFS and Euro show a completely dry column. The discrepancy lies in how each model handles a weak mid-level vorticity lobe and the associated low-level dry air.

NAM
VS
GFS
VS
EURO
Why NAM Wins

The NAM historically handles shallow, clipper-like shortwaves and their associated cloud decks better within the 24-hour window. While accumulations will be negligible, the NAM's cloud and sprinkle timing is likely more accurate than the total 'phantom' dry solutions of the global models.

Affected Regions
LINCOLN TRAILSOUTHEAST COALFIELDSBLUEGRASS 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 features a well-mixed boundary layer with a standard adiabatic lapse rate. A shallow morning radiation inversion is expected in eastern valleys, which will erode rapidly by 15z.

Thermal Boundary

The freezing line and all significant thermal boundaries remain well north of the Ohio River.

Diurnal Trend

A classic diurnal curve is expected, though central and eastern regions will see a slight flattening of the curve between 09z-13z due to transient cloud cover.

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 weak, dry surface trough will pass through the state between 06z and 15z, evidenced by a subtle wind shift from southwest to west-northwest.

Jet Stream Support

Zonal flow of 70-80kts at 300mb provides minimal synoptic lift, as the main jet core remains across the Great Lakes.

Energy Status

A compact mid-level shortwave is pivoting through the Ohio Valley, providing transient vorticity advection.

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 largely unsaturated below 700mb. Large surface dewpoint depressions create a significant risk of virga.

Precipitation Character

Precipitation will be predominantly stratiform and very light (sprinkles), failing to produce measurable accumulation in most areas.

Flooding Context

No hydrologic risk exists as ground conditions are dry and precipitation totals will be less than 0.01 inches.

Celestial Almanac

Moon Phase

Waxing Gibbous

75% Illumination
Moonrise
3:59 PM
Moonset
4:37 AM
Purchase Area
Sunrise
7:06 AM
Sunset
8:39 PM
Civil Dawn
6:39 AM
Civil Dusk
9:07 PM
Northwest Pennyrile
Sunrise
6:59 AM
Sunset
8:34 PM
Civil Dawn
6:32 AM
Civil Dusk
9:02 PM
Southwest Pennyrile
Sunrise
7:02 AM
Sunset
8:34 PM
Civil Dawn
6:35 AM
Civil Dusk
9:02 PM
Barren River
Sunrise
6:58 AM
Sunset
8:31 PM
Civil Dawn
6:31 AM
Civil Dusk
8:58 PM
Louisville Metro
Sunrise
6:53 AM
Sunset
8:30 PM
Civil Dawn
6:25 AM
Civil Dusk
8:58 PM
Lincoln Trail
Sunrise
6:55 AM
Sunset
8:29 PM
Civil Dawn
6:27 AM
Civil Dusk
8:57 PM
Lake Cumberland
Sunrise
6:51 AM
Sunset
8:23 PM
Civil Dawn
6:23 AM
Civil Dusk
8:51 PM
Northern Kentucky
Sunrise
6:47 AM
Sunset
8:26 PM
Civil Dawn
6:18 AM
Civil Dusk
8:55 PM
Inner Bluegrass
Sunrise
6:49 AM
Sunset
8:24 PM
Civil Dawn
6:21 AM
Civil Dusk
8:52 PM
Bluegrass Foothills
Sunrise
6:48 AM
Sunset
8:23 PM
Civil Dawn
6:20 AM
Civil Dusk
8:51 PM
Northeast Kentucky
Sunrise
6:40 AM
Sunset
8:18 PM
Civil Dawn
6:12 AM
Civil Dusk
8:46 PM
Southeast Kentucky
Sunrise
6:45 AM
Sunset
8:18 PM
Civil Dawn
6:17 AM
Civil Dusk
8:45 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.