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Kentucky AI Weather Engine

Kentucky AI Forecasting Beta

This is the NAM model's output only

You're viewing raw atmospheric data from the NAM 3km Nest (North American Mesoscale - High Resolution Nest). This is just one model's interpretation and it may disagree with the other models.

Our AI uses this data (along with other models) to create the final forecast. Don't treat this as the definitive answer.

View the Synthesized Forecast Instead

NAM 3km Nest Forecast Data

North American Mesoscale - High Resolution Nest

The high-resolution 'nest' of the NAM system operating on a 3km grid. Unlike the parent model, this is a Convection-Allowing Model (CAM), meaning it explicitly resolves storm updrafts rather than approximating them. It is the primary workhorse for predicting storm mode, squall line timing, and heavy snow bands in Kentucky.

resolution
3km horizontal, 60 vertical levels
domain
Continental United States (CONUS)
update Frequency
Every 6 hours (00Z, 06Z, 12Z, 18Z)
forecast Length
60 hours (2.5 days)
physics
Explicit Convection (No parameterization), Ferrier-Aligo microphysics, MYJ boundary layer
data Assimilation
Hybrid 3DEnVar (Initializing from parent NAM)

Windy and Warm with Northern Rain Showers

Kentucky is in for a very warm but windy Thursday. Temperatures will feel more like May than March, with most of the state climbing into the upper 70s or low 80s. You will definitely notice the wind, with gusts between 30 and 45 mph possible throughout the afternoon and evening, so be sure to secure any loose outdoor items.

While most of Southern and Western Kentucky will stay dry and see plenty of sunshine, those in Northern Kentucky and the Lexington area should keep an umbrella handy. A quick-moving weather system will bring rain to the northern half of the state, primarily during the morning and early afternoon. The heaviest rain will be concentrated near the Ohio River in Northern Kentucky, while areas further south will only see light, brief showers.

Why is this happening?
Technical explanation of the atmospheric setup

Regional Conditions

PURCHASE

Paducah, Murray, Mayfield
NUISANCE
Condition
Sunny
Warm and Blustery
A beautiful but windy day for the Purchase area. Expect plenty of sunshine with highs reaching into the low 80s. Winds will be strong, gusting over 40 mph at times in the evening.
Temperature
High
82°
Low
61°
Feels Like
82°
Precipitation
Chance
10%
Wind
19 mph sustained, gusts to 43 mph

NORTHWEST PENNYRILE

Owensboro, Henderson, Morganfield
NUISANCE
Condition
Cloudy
Very Windy Conditions
Expect a mix of clouds and sun with very warm temperatures. The main story will be the wind, with gusts potentially reaching 46 mph tonight.
Temperature
High
82°
Low
61°
Feels Like
82°
Precipitation
Chance
10%
Wind
19 mph sustained, gusts to 46 mph

SOUTHWEST PENNYRILE

Hopkinsville, Madisonville, Princeton
Condition
Sunny
Warm Spring Day
A pleasant and very warm day. Highs will be around 80 degrees with sunny skies and breezy conditions.
Temperature
High
80°
Low
59°
Feels Like
80°
Precipitation
Chance
10%
Wind
19 mph

BARREN RIVER

Bowling Green, Glasgow, Franklin
Condition
Sunny
Clear and Gusty
Plenty of sun and warm temperatures. Highs will be near 79 degrees. Wind gusts will pick up in the evening, reaching 40 mph.
Temperature
High
79°
Low
59°
Feels Like
79°
Precipitation
Chance
10%
Wind
18 mph sustained, gusts to 40 mph

LOUISVILLE METRO

Louisville, La Grange, Shepherdsville
NUISANCE
Condition
Rain
Morning Showers, Afternoon Sun
Grab the umbrella for the morning commute as a line of showers moves through. The rain won't last long, and the sun will return for the afternoon with very warm highs in the low 80s.
Temperature
High
81°
Low
62°
Feels Like
81°
Precipitation
Chance
80%
Rain
0.04 - 0.04"
Wind
17 mph sustained, gusts to 41 mph

LINCOLN TRAIL

Elizabethtown, Bardstown, Leitchfield
NUISANCE
Condition
Rain
Breezy with Spotty Showers
A very warm afternoon with just a few light showers passing through. Winds will be the main feature, gusting up to 43 mph.
Temperature
High
78°
Low
60°
Feels Like
78°
Precipitation
Chance
80%
Rain
0.01 - 0.01"
Wind
18 mph sustained, gusts to 43 mph

LAKE CUMBERLAND

Somerset, Columbia, Monticello
Condition
Cloudy
Mild and Breezy
Mostly cloudy in the morning becoming sunnier in the afternoon. It will be a mild day with highs in the upper 70s.
Temperature
High
77°
Low
57°
Feels Like
77°
Precipitation
Chance
10%
Wind
17 mph sustained, gusts to 38 mph

NORTHERN KY

Covington, Florence, Independence
IMPACTFUL
Condition
Heavy Rain
Soggy Morning, Windy Afternoon
Be prepared for a wet Thursday morning. Moderate to heavy rain will move through the area before noon, potentially dropping nearly an inch of water. Skies will clear later, but the wind will remain gusty.
Temperature
High
77°
Low
56°
Feels Like
77°
Precipitation
Chance
80%
Rain
0.88 - 0.88"
Wind
17 mph sustained, gusts to 39 mph

BLUEGRASS CORE

Lexington, Georgetown, Winchester
NUISANCE
Condition
Rain
Windy with Passing Showers
A very windy day in the Lexington area. Afternoon showers will pass through, but most areas won't see much accumulation. Highs remain pleasant in the mid-70s.
Temperature
High
76°
Low
58°
Feels Like
76°
Precipitation
Chance
80%
Rain
0.06 - 0.06"
Wind
19 mph sustained, gusts to 43 mph

BLUEGRASS FOOTHILLS

Richmond, Danville, Berea
Condition
Cloudy
Breezy and Warm
Warm and breezy conditions will dominate the Foothills. Expect highs in the mid-70s with gusts reaching 43 mph.
Temperature
High
75°
Low
58°
Feels Like
75°
Precipitation
Chance
10%
Wind
19 mph sustained, gusts to 43 mph

NORTHEAST KY

Ashland, Morehead, Grayson
NUISANCE
Condition
Rain
Light Afternoon Rain
Showers will arrive in the afternoon, but they will be very light. Highs will be in the mid-70s with breezy conditions.
Temperature
High
74°
Low
60°
Feels Like
74°
Precipitation
Chance
80%
Rain
0.01 - 0.01"
Wind
14 mph sustained, gusts to 37 mph

SOUTHEAST COALFIELDS

Hazard, Pikeville, Harlan
Condition
Cloudy
Pleasant and Mild
Mostly cloudy skies in the morning will give way to a pleasant afternoon with highs in the mid-70s. Breezy, but not as windy as western regions.
Temperature
High
75°
Low
57°
Feels Like
75°
Precipitation
Chance
10%
Wind
12 mph sustained, gusts to 35 mph

Technical Analyses

To generate the forecast, our AI system analyzed multiple atmospheric layers and variables from the NAM model. Each chart below represents a different aspect of the atmosphere—from the jet stream at 30,000 feet down to surface conditions—providing crucial pieces of the weather puzzle.

The AI model extracted key meteorological features from each analysis, identified patterns and conflicts between different atmospheric levels, and synthesized this information into a coherent forecast. For example, surface temperatures might suggest snow, but upper-level warmth could mean rain instead. The model weighs these factors to determine the most likely outcome based on historical precedent.

Below you'll find detailed breakdowns of each atmospheric analysis that contributed to the forecast, including what the model shows and how it influences Kentucky's weather.

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.

Vertical Temperature Stack

The vertical temperature stack is characterized by strong warm air advection (WAA) in the low-to-mid levels, with 850mb temperatures between +12C and +14C across the state. No inversions are present during the daylight hours, allowing for deep mixing and the transport of higher momentum air to the surface.

Thermal Boundary Location

The thermal boundary and freezing line are located well north of the Great Lakes and Southern Ontario, leaving all of Kentucky in the warm sector.

Diurnal Trend

The diurnal curve is typical for a warm sector airmass, though morning lows will be elevated (50s/60s) due to mechanical mixing from the overnight low-level jet.

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 is propped to move through Central Kentucky between 15z and 18z, evidenced by a slight wind shift from SW to WSW and a temporary increase in cloud cover.

Jet Stream Support

The region is positioned in the right entrance region of a departing 110kt H250 jet, providing large-scale divergence and lift for the morning rain in Northern KY.

Energy Status

A compact shortwave trough is pivoting through the Ohio Valley, with a vorticity max concentrated near the I-75/I-71 junction.

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 saturated in Northern Kentucky (PWATs ~1.1"), but significant dewpoint depressions (>15F) in Western and Southern Kentucky indicate a high virga risk for any light echoes.

Precipitation Character

Precipitation will be predominantly stratiform with embedded convective elements in the morning (Northern KY) and light, scattered showers/drizzle in the afternoon (Central KY).

Flooding Context

Hydrologic risk is low as the ground is relatively dry and the duration of heavy rain is limited to a 3-4 hour window.

NAM Raw Data For
Friday, 3/27/2026
NAM Raw Data For
Saturday, 3/28/2026

Technical Model Notes

The North American Mesoscale Forecast System (NAM) is a regional numerical weather prediction model operated by NOAA's National Centers for Environmental Prediction (NCEP). Running on a 12-kilometer horizontal grid with 60 vertical levels extending from the surface to 10 millibars, the NAM provides detailed forecasts for the continental United States, adjacent Pacific and Atlantic waters, and portions of Canada and Mexico.

NAM utilizes the Nonhydrostatic Mesoscale Model (NMM) dynamic core with advanced physics packages including the Kain-Fritsch convective parameterization scheme, Ferrier grid-scale microphysics, and the Mellor-Yamada-Janjić boundary layer scheme.