kywx
Kentucky AI Weather Engine

Kentucky AI Forecasting Beta

Sat, Feb 14
Mon, Feb 16
Forecast For

Sunday, February 15

Updated Feb 15, 6:10 AM EST
Confidence
85%

How Did We Do?

Comparing our AI forecast to actual observations from Sunday, February 15, 2026.

Temperature
±5.2°F
Average Error
Precipitation
±43.29"
Average Error
Wind Speed
±3.9mph
Average error

Regional Assessments

Purchase Area

Paducah, Murray, Mayfield
Temperature
Forecast
53° / 44°
Actual
58° / 32°
Error: -5°F high, 12°F low
Precipitation
Forecast
0.3"
Actual
22.39"
±22.09" off
Wind Speed
Forecast
14 / 31 mph
Actual
7 / 22 mph
Mesonet Stations HCKM, BAND

Northwest Pennyrile

Owensboro, Henderson, Morganfield
Temperature
Forecast
52° / 42°
Actual
51° / 45°
Error: 1°F high, -3°F low
Precipitation
Forecast
0.4"
Actual
27.49"
±27.09" off
Wind Speed
Forecast
11 / 29 mph
Actual
6 / 24 mph
Mesonet Stations FRNY, RPTN, GRHM, DIXO

Southwest Pennyrile

Hopkinsville, Madisonville, Princeton
Temperature
Forecast
51° / 46°
Actual
58° / 46°
Error: -7°F high, 0°F low
Precipitation
Forecast
0.6"
Actual
54.16"
±53.559999999999995" off
Wind Speed
Forecast
13 / 32 mph
Actual
8 / 23 mph
Mesonet Stations PRNC, PGHL, ERLN, CADZ, CCTY

Barren River

Bowling Green, Glasgow, Franklin
Temperature
Forecast
51° / 45°
Actual
57° / 46°
Error: -6°F high, -1°F low
Precipitation
Forecast
0.8"
Actual
45.21"
±44.410000000000004" off
Wind Speed
Forecast
13 / 36 mph
Actual
6 / 24 mph
Mesonet Stations FARM, WDBY, EWPK

Louisville Metro

Louisville, La Grange, Shepherdsville
Temperature
Forecast
50° / 41°
Actual
50° / 42°
Error: 0°F high, -1°F low
Precipitation
Forecast
0.5"
Actual
14.06"
±13.56" off
Wind Speed
Forecast
8 / 20 mph
Actual
6 / 18 mph
Mesonet Stations LGRN

Lincoln Trail

Elizabethtown, Bardstown, Leitchfield
Temperature
Forecast
49° / 43°
Actual
54° / 42°
Error: -5°F high, 1°F low
Precipitation
Forecast
0.5"
Actual
49.56"
±49.06" off
Wind Speed
Forecast
11 / 33 mph
Actual
5 / 18 mph
Mesonet Stations CRMT, BLRK, CCLA, BRND, HARD

Lake Cumberland

Somerset, Columbia, Monticello
Temperature
Forecast
49° / 44°
Actual
56° / 44°
Error: -7°F high, 0°F low
Precipitation
Forecast
0.7"
Actual
99.5"
±98.8" off
Wind Speed
Forecast
8 / 30 mph
Actual
4 / 16 mph
Mesonet Stations PCWN, CMBA, GRDR, WOOD, GRBG

Northern Kentucky

Covington, Florence, Independence
Temperature
Forecast
45° / 37°
Actual
50° / 41°
Error: -5°F high, -4°F low
Precipitation
Forecast
0.6"
Actual
33.21"
±32.61" off
Wind Speed
Forecast
6 / 18 mph
Actual
4 / 14 mph
Mesonet Stations HHTS, HUEY

Inner Bluegrass

Lexington, Georgetown, Winchester
Temperature
Forecast
46° / 41°
Actual
54° / 41°
Error: -8°F high, 0°F low
Precipitation
Forecast
0.5"
Actual
24.77"
±24.27" off
Wind Speed
Forecast
8 / 22 mph
Actual
6 / 19 mph
Mesonet Stations LXGN, SPIN

Bluegrass Foothills

Richmond, Danville, Berea
Temperature
Forecast
47° / 42°
Actual
54° / 43°
Error: -7°F high, -1°F low
Precipitation
Forecast
0.6"
Actual
12.65"
±12.05" off
Wind Speed
Forecast
7 / 25 mph
Actual
5 / 19 mph
Mesonet Stations LGNT

Northeast Kentucky

Ashland, Morehead, Grayson
Temperature
Forecast
45° / 39°
Actual
47° / 35°
Error: -2°F high, 4°F low
Precipitation
Forecast
0.5"
Actual
25.09"
±24.59" off
Wind Speed
Forecast
5 / 15 mph
Actual
2 / 14 mph
Mesonet Stations MRHD, CHTR

Southeast Kentucky

Hazard, Pikeville, Harlan
Temperature
Forecast
46° / 42°
Actual
55° / 39°
Error: -9°F high, 3°F low
Precipitation
Forecast
0.8"
Actual
118.14"
±117.34" off
Wind Speed
Forecast
4 / 20 mph
Actual
2 / 13 mph
Mesonet Stations BMBL, QKSD, BNVL, VEST, RFVC, RFSM, PBDY

Soggy Sunday Across Kentucky with Widespread Mild Rain

A robust, warm-core weather system will sweep across Kentucky on Sunday, bringing a period of steady stratiform rain and breezy conditions. Temperatures will remain well above freezing statewide, ensuring an all-liquid event for every region before conditions begin to clear late in the day from west to east.

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

High confidence is driven by perfect model agreement on the thermal profile, ensuring 0% risk of wintry precipitation. Minor deductions are taken for slight timing differences in the clearing trend and discrepancies in peak wind gust magnitude.

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
Morning Rain, Drying Out by Late Afternoon
Rain
53°/ 44°

Northwest Pennyrile

NUISANCE
Owensboro, Henderson, Morganfield
Soggy Morning Along the Ohio River
Rain
52°/ 42°

Southwest Pennyrile

NUISANCE
Hopkinsville, Madisonville, Princeton
Steady Rain and Gusty Winds
Rain
51°/ 46°

Barren River

IMPACTFUL
Bowling Green, Glasgow, Franklin
Windy and Wet with Heavy Morning Rain
Rain
51°/ 45°

Louisville Metro

NUISANCE
Louisville, La Grange, Shepherdsville
Damp and Chilly Day for the City
Rain
50°/ 41°

Lincoln Trail

NUISANCE
Elizabethtown, Bardstown, Leitchfield
Breezy Morning with Steady Rain
Rain
49°/ 43°

Lake Cumberland

NUISANCE
Somerset, Columbia, Monticello
Steady Rainfall Lingering Through Mid-Afternoon
Rain
49°/ 44°

Northern Kentucky

NUISANCE
Covington, Florence, Independence
Chilly, Soaking Rain Along the Ohio River
Rain
45°/ 37°

Inner Bluegrass

NUISANCE
Lexington, Georgetown, Winchester
Wet and Chilly for the Inner Bluegrass
Rain
46°/ 41°

Bluegrass Foothills

NUISANCE
Richmond, Danville, Berea
Rain Lingering into Sunday Evening
Rain
47°/ 42°

Northeast Kentucky

NUISANCE
Ashland, Morehead, Grayson
Cold and Steady Rain for the Valleys
Rain
45°/ 39°

Southeast Kentucky

NUISANCE
Hazard, Pikeville, Harlan
Highest Rainfall Totals Expected in the Mountains
Rain
46°/ 42°

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 shortwave trough slows and adopts a more neutral tilt, moisture convergence in the Barren River and Lake Cumberland basins could maximize, pushing rainfall totals over 1.25 inches and causing minor ponding on roadways.

💨

The 'Bust' Scenario

A faster progression of the dry slot, as suggested by some Euro and GEM solutions, would limit rainfall totals to under 0.25 inches in the Purchase area and lead to much earlier clearing than currently forecast.

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 Barren River Bullseye

The GFS forecasts a localized rainfall peak of 1.23 inches in south-central Kentucky, while other models cluster much lower, between 0.4 and 0.8 inches.

GFS
VS
NAM
VS
EURO
Why NONE Wins

The GFS bullseye appears to be an outlier caused by excessive moisture convergence at 850mb; the consensus across the NAM and GEM suggests a more realistic ceiling of 0.8 inches.

Affected Regions
BARREN RIVERSOUTHWEST PENNYRILE

The Surface Gust Struggle

The NAM and GFS are significantly more aggressive with low-level momentum transfer, suggesting wind gusts in excess of 35 mph. The Euro and GEM remain much more conservative, keeping gusts below 20 mph.

NAM
VS
GFS
VS
EURO
Why BLEND Wins

High-resolution models like the NAM typically capture the tightening pressure gradient ahead of the trough axis better, while the GFS synoptic support suggests a breezier solution is more likely than the stagnant Euro/GEM output.

Affected Regions
PURCHASENORTHWEST PENNYRILESOUTHWEST PENNYRILEBARREN RIVERLINCOLN TRAIL

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 is uniform and saturated, with no freezing layers or inversions present below 700mb. Surface temperatures remain 5-15 degrees above freezing.

Thermal Boundary

The 32F isotherm is stalled well north of the Ohio River across central Indiana and northern Ohio.

Diurnal Trend

Non-diurnal temperature curves are expected in the west as cold air advection follows the frontal passage. Central and Eastern regions will see narrow 4-6 degree diurnal ranges due to heavy 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 surface trough and associated wind shift from SW to NW will move through the state between 18Z Sunday and 03Z Monday.

Jet Stream Support

The region sits in the right-entrance region of a northern stream jet, providing broad divergence and steady vertical motion.

Energy Status

A compact shortwave trough with vorticity maxima peaking at 0.0007 moves from west to east through the afternoon.

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 fully saturated from the surface to 500mb. Minimal risk of virga as dew point depressions remain below 3 degrees.

Precipitation Character

Primarily stratiform and steady, with some localized enhancement in the Eastern Coalfields due to orographic lift.

Flooding Context

Ground is currently below saturation. Widespread 0.5 to 0.8 inch totals are within hydrologic capacity, though minor ponding is possible.

Celestial Almanac

Moon Phase

Waning Crescent

5% Illumination
Moonrise
6:45 AM
Moonset
4:48 PM
Purchase Area
Sunrise
7:44 AM
Sunset
6:35 PM
Civil Dawn
7:18 AM
Civil Dusk
7:01 PM
Northwest Pennyrile
Sunrise
7:39 AM
Sunset
6:28 PM
Civil Dawn
7:12 AM
Civil Dusk
6:55 PM
Southwest Pennyrile
Sunrise
7:39 AM
Sunset
6:31 PM
Civil Dawn
7:13 AM
Civil Dusk
6:57 PM
Barren River
Sunrise
7:36 AM
Sunset
6:26 PM
Civil Dawn
7:09 AM
Civil Dusk
6:53 PM
Louisville Metro
Sunrise
7:34 AM
Sunset
6:22 PM
Civil Dawn
7:07 AM
Civil Dusk
6:49 PM
Lincoln Trail
Sunrise
7:34 AM
Sunset
6:23 PM
Civil Dawn
7:07 AM
Civil Dusk
6:50 PM
Lake Cumberland
Sunrise
7:28 AM
Sunset
6:19 PM
Civil Dawn
7:02 AM
Civil Dusk
6:45 PM
Northern Kentucky
Sunrise
7:31 AM
Sunset
6:16 PM
Civil Dawn
7:03 AM
Civil Dusk
6:43 PM
Inner Bluegrass
Sunrise
7:29 AM
Sunset
6:17 PM
Civil Dawn
7:02 AM
Civil Dusk
6:44 PM
Bluegrass Foothills
Sunrise
7:28 AM
Sunset
6:17 PM
Civil Dawn
7:01 AM
Civil Dusk
6:43 PM
Northeast Kentucky
Sunrise
7:22 AM
Sunset
6:09 PM
Civil Dawn
6:55 AM
Civil Dusk
6:36 PM
Southeast Kentucky
Sunrise
7:23 AM
Sunset
6:13 PM
Civil Dawn
6:56 AM
Civil Dusk
6:40 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.