kywx
Kentucky AI Weather Engine

Kentucky AI Forecasting Beta

Mon, Mar 23
Wed, Mar 25
Forecast For

Tuesday, March 24

Updated Mar 24, 7:00 AM EDT
Confidence
100%

How Did We Do?

Comparing our AI forecast to actual observations from Tuesday, March 24, 2026.

Temperature
±3.7°F
Average Error
Precipitation
±0.00"
Average Error
Wind Speed
±1.7mph
Average error

Regional Assessments

Purchase Area

Paducah, Murray, Mayfield
Temperature
Forecast
64° / 40°
Actual
67° / 39°
Error: -3°F high, 1°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
8 / 18 mph
Actual
6 / 18 mph
Mesonet Stations HCKM, BAND

Northwest Pennyrile

Owensboro, Henderson, Morganfield
Temperature
Forecast
61° / 35°
Actual
64° / 35°
Error: -3°F high, 0°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
8 / 15 mph
Actual
6 / 17 mph
Mesonet Stations FRNY, RPTN, GRHM, DIXO

Southwest Pennyrile

Hopkinsville, Madisonville, Princeton
Temperature
Forecast
63° / 39°
Actual
66° / 34°
Error: -3°F high, 5°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
10 / 20 mph
Actual
7 / 19 mph
Mesonet Stations PRNC, PGHL, ERLN, CADZ, CCTY

Barren River

Bowling Green, Glasgow, Franklin
Temperature
Forecast
62° / 37°
Actual
68° / 37°
Error: -6°F high, 0°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
9 / 18 mph
Actual
6 / 18 mph
Mesonet Stations FARM, WDBY, EWPK

Louisville Metro

Louisville, La Grange, Shepherdsville
Temperature
Forecast
57° / 34°
Actual
57° / 30°
Error: 0°F high, 4°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
7 / 15 mph
Actual
7 / 22 mph
Mesonet Stations LGRN

Lincoln Trail

Elizabethtown, Bardstown, Leitchfield
Temperature
Forecast
57° / 33°
Actual
62° / 32°
Error: -5°F high, 1°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
8 / 18 mph
Actual
6 / 18 mph
Mesonet Stations CRMT, BLRK, CCLA, BRND, HARD

Lake Cumberland

Somerset, Columbia, Monticello
Temperature
Forecast
60° / 37°
Actual
65° / 33°
Error: -5°F high, 4°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
7 / 16 mph
Actual
5 / 18 mph
Mesonet Stations PCWN, CMBA, GRDR, WOOD, GRBG

Northern Kentucky

Covington, Florence, Independence
Temperature
Forecast
53° / 29°
Actual
54° / 30°
Error: -1°F high, -1°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
6 / 12 mph
Actual
5 / 20 mph
Mesonet Stations HHTS, HUEY

Inner Bluegrass

Lexington, Georgetown, Winchester
Temperature
Forecast
55° / 31°
Actual
56° / 28°
Error: -1°F high, 3°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
9 / 18 mph
Actual
8 / 27 mph
Mesonet Stations LXGN, SPIN

Bluegrass Foothills

Richmond, Danville, Berea
Temperature
Forecast
56° / 33°
Actual
60° / 31°
Error: -4°F high, 2°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
7 / 15 mph
Actual
6 / 16 mph
Mesonet Stations LGNT

Northeast Kentucky

Ashland, Morehead, Grayson
Temperature
Forecast
53° / 33°
Actual
57° / 25°
Error: -4°F high, 8°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
5 / 12 mph
Actual
4 / 17 mph
Mesonet Stations MRHD, CHTR

Southeast Kentucky

Hazard, Pikeville, Harlan
Temperature
Forecast
56° / 34°
Actual
65° / 30°
Error: -9°F high, 4°F low
Precipitation
Forecast
0"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
5 / 15 mph
Actual
3 / 17 mph
Mesonet Stations BMBL, QKSD, BNVL, VEST, RFVC, RFSM, PBDY

A Chilly Start Leads to a Bright and Mild Spring Afternoon

A tranquil and dry spring day is in store for Kentucky. After a cold start with morning frost, high pressure will provide abundant sunshine and a pleasant temperature rebound into the 50s and low 60s.

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

Models are in near-unanimous agreement on a dry forecast with no precipitation threats. High pressure is firmly in control, and variables are limited to minor differences in high temperatures and cloud fractions.

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
The State's Warm Spot
Sunny
64°/ 40°

Northwest Pennyrile

Owensboro, Henderson, Morganfield
Pleasant and Sunny Afternoon
Sunny
61°/ 35°

Southwest Pennyrile

Hopkinsville, Madisonville, Princeton
Mild with Abundant Sunshine
Sunny
63°/ 39°

Barren River

Bowling Green, Glasgow, Franklin
Bright Skies and Mild Temperatures
Sunny
62°/ 37°

Louisville Metro

Louisville, La Grange, Shepherdsville
Sunny and Seasonable
Sunny
57°/ 34°

Lincoln Trail

Elizabethtown, Bardstown, Leitchfield
Clear Skies and Brisk Morning
Sunny
57°/ 33°

Lake Cumberland

Somerset, Columbia, Monticello
Sparkling Afternoon on the Water
Sunny
60°/ 37°

Northern Kentucky

Covington, Florence, Independence
Chilly Morning Frost, Sunny Finish
Sunny
53°/ 29°

Inner Bluegrass

Lexington, Georgetown, Winchester
Frosty Morning, Bright Afternoon
Sunny
55°/ 31°

Bluegrass Foothills

Richmond, Danville, Berea
Sunny Skies and Crisp Air
Sunny
56°/ 33°

Northeast Kentucky

Ashland, Morehead, Grayson
Cool Sunshine for Ashland
Sunny
53°/ 33°

Southeast Kentucky

Hazard, Pikeville, Harlan
Clear Mountain Views
Sunny
56°/ 34°

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 surface high shifts east faster and cloud cover remains minimal, temperatures could overperform, reaching the mid-to-upper 60s across the Pennyrile and Purchase regions.

💨

The 'Bust' Scenario

If the mid-level cloud deck predicted by the Euro is thicker or if morning valley fog/stratus in Eastern Kentucky is slow to burn off, afternoon highs could be held in the lower 50s.

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 Sky Fight

The ECMWF forecasts a significant increase in mid-to-high level cloud cover during the afternoon due to jet-level moisture, while the GFS and NAM maintain nearly clear skies.

EURO
VS
GFS
VS
NAM
Why EURO Wins

The Euro historically handles moisture within the right entrance region of a jet streak with higher precision than the GFS, suggesting a period of filtered sunshine rather than full blue skies.

Affected Regions
PURCHASENORTHWEST PENNYRILELOUISVILLE METROBLUEGRASS CORE

The Southwest Heat Spike

The GEM is significantly more aggressive with warm air advection in Western Kentucky, pushing highs near 67F, while the NAM stays closer to 60F.

GEM
VS
NAM
Why GEM Wins

In high-pressure regimes where dry air allows for maximized sensible heating, the GEM often captures the rapid thermal response in the Purchase and Pennyrile regions more accurately.

Affected Regions
PURCHASESOUTHWEST 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 strong surface-based radiation inversion will be present through 14Z, with surface temperatures starting below 850mb temps. This will erode quickly by mid-morning, giving way to a standard adiabatic lapse rate with deep mixing to approximately 4,000 feet.

Thermal Boundary

The 0C isotherm will be positioned over Northern and Northeast Kentucky at sunrise but will quickly retreat north into Ohio by noon.

Diurnal Trend

Strictly diurnal curve. Rapid sensible heating is expected under high insolation, with temperatures climbing 25-30 degrees from 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 front will pass during this period; the region remains in a post-frontal high-pressure regime following a dry passage 12 hours prior.

Jet Stream Support

The polar jet is well north of the region, but Kentucky is in the right entrance region, providing large-scale subsidence that suppresses any vertical development.

Energy Status

Negligible vorticity across the Commonwealth. Low-amplitude ridging is building in from the west.

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 significantly undersaturated with PWATs between 0.20 and 0.35 inches. Large dewpoint depressions at the surface will prevent any precipitation.

Precipitation Character

None. Only high-level cirrus or fair-weather cumulus possible.

Flooding Context

No hydrologic concerns as dry air continues to lower soil moisture levels.

Celestial Almanac

Moon Phase

Waxing Crescent

35% Illumination
Moonrise
11:15 AM
Moonset
2:01 AM
Purchase Area
Sunrise
7:53 AM
Sunset
8:10 PM
Civil Dawn
7:27 AM
Civil Dusk
8:36 PM
Northwest Pennyrile
Sunrise
7:47 AM
Sunset
8:04 PM
Civil Dawn
7:21 AM
Civil Dusk
8:30 PM
Southwest Pennyrile
Sunrise
7:48 AM
Sunset
8:06 PM
Civil Dawn
7:23 AM
Civil Dusk
8:31 PM
Barren River
Sunrise
7:44 AM
Sunset
8:01 PM
Civil Dawn
7:18 AM
Civil Dusk
8:27 PM
Louisville Metro
Sunrise
7:41 AM
Sunset
7:59 PM
Civil Dawn
7:15 AM
Civil Dusk
8:25 PM
Lincoln Trail
Sunrise
7:42 AM
Sunset
7:59 PM
Civil Dawn
7:16 AM
Civil Dusk
8:25 PM
Lake Cumberland
Sunrise
7:37 AM
Sunset
7:54 PM
Civil Dawn
7:11 AM
Civil Dusk
8:20 PM
Northern Kentucky
Sunrise
7:36 AM
Sunset
7:54 PM
Civil Dawn
7:09 AM
Civil Dusk
8:21 PM
Inner Bluegrass
Sunrise
7:36 AM
Sunset
7:54 PM
Civil Dawn
7:10 AM
Civil Dusk
8:20 PM
Bluegrass Foothills
Sunrise
7:35 AM
Sunset
7:53 PM
Civil Dawn
7:09 AM
Civil Dusk
8:19 PM
Northeast Kentucky
Sunrise
7:29 AM
Sunset
7:46 PM
Civil Dawn
7:02 AM
Civil Dusk
8:13 PM
Southeast Kentucky
Sunrise
7:31 AM
Sunset
7:48 PM
Civil Dawn
7:05 AM
Civil Dusk
8:14 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.