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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)

Morning Drizzle West, Sunny Skies East

Residents in far Western Kentucky and the Bowling Green area should expect a gray morning with a high chance of light rain or drizzle. While the umbrella might be needed for the morning commute, significant rainfall is not expected, and skies should begin to clear by late afternoon.

For the rest of the Commonwealth, including Louisville, Lexington, and the Eastern mountains, it will be a beautiful early June day. Plenty of sunshine will drive temperatures into the low 80s with comfortable humidity levels and light winds.

Why is this happening?
Technical explanation of the atmospheric setup

Regional Conditions

PURCHASE

Paducah, Murray, Mayfield
NUISANCE
Condition
Rain
Morning Drizzle and Clouds
Expect damp conditions early in the day with light rain possible. Skies will brighten as the afternoon progresses.
Temperature
High
83°
Low
55°
Feels Like
55°
Precipitation
Chance
80%
Rain
0 - 0"
Wind
9 mph

NORTHWEST PENNYRILE

Owensboro, Henderson, Morganfield
Condition
Cloudy
Partly Cloudy and Warm
A mix of sun and clouds for the morning, turning into a sunny and warm afternoon.
Temperature
High
85°
Low
59°
Feels Like
60°
Precipitation
Chance
10%
Wind
9 mph

SOUTHWEST PENNYRILE

Hopkinsville, Madisonville, Princeton
Condition
Sunny
Clear and Pleasant
A beautiful day with plenty of sunshine and comfortable temperatures in the low 80s.
Temperature
High
82°
Low
57°
Feels Like
60°
Precipitation
Chance
10%
Wind
7 mph

BARREN RIVER

Bowling Green, Glasgow, Franklin
NUISANCE
Condition
Rain
Morning Drizzle Possible
A cloudy morning with a high chance of a few light showers or drizzle, followed by a sunny afternoon.
Temperature
High
82°
Low
52°
Feels Like
51°
Precipitation
Chance
80%
Rain
0 - 0"
Wind
5 mph

LOUISVILLE METRO

Louisville, La Grange, Shepherdsville
Condition
Sunny
Bright Sun and Warm
Expect blue skies and plenty of warmth as temperatures climb into the mid-80s.
Temperature
High
85°
Low
61°
Feels Like
63°
Precipitation
Chance
10%
Wind
7 mph

LINCOLN TRAIL

Elizabethtown, Bardstown, Leitchfield
Condition
Sunny
Sunny and Stable
A quiet weather day with high temperatures reaching the low 80s under sunny skies.
Temperature
High
81°
Low
60°
Feels Like
62°
Precipitation
Chance
10%
Wind
5 mph

LAKE CUMBERLAND

Somerset, Columbia, Monticello
Condition
Sunny
Pleasant Day at the Lake
Great weather for outdoor activities with light winds and sunny skies.
Temperature
High
81°
Low
55°
Feels Like
57°
Precipitation
Chance
10%
Wind
4 mph

NORTHERN KY

Covington, Florence, Independence
Condition
Sunny
Sunny and Seasonable
Sunny skies will prevail throughout the day with temperatures reaching the low 80s.
Temperature
High
83°
Low
57°
Feels Like
59°
Precipitation
Chance
10%
Wind
7 mph

BLUEGRASS CORE

Lexington, Georgetown, Winchester
Condition
Sunny
Clear Bluegrass Skies
A perfect early summer day with plenty of sun and light winds.
Temperature
High
83°
Low
57°
Feels Like
60°
Precipitation
Chance
10%
Wind
6 mph

BLUEGRASS FOOTHILLS

Richmond, Danville, Berea
Condition
Sunny
Sunny and Calm
A quiet day with light winds and plenty of sunshine. Afternoon highs in the low 80s.
Temperature
High
81°
Low
52°
Feels Like
56°
Precipitation
Chance
10%
Wind
4 mph

NORTHEAST KY

Ashland, Morehead, Grayson
Condition
Sunny
Quiet and Sunny
A very calm day with hardly any wind and clear skies.
Temperature
High
82°
Low
51°
Feels Like
53°
Precipitation
Chance
10%
Wind
2 mph

SOUTHEAST COALFIELDS

Hazard, Pikeville, Harlan
Condition
Sunny
Warm Sunny Peaks
Sunny and mild weather for the mountain region with highs near 80 degrees.
Temperature
High
80°
Low
53°
Feels Like
58°
Precipitation
Chance
10%
Wind
3 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

Vertical temperature stack follows a standard adiabatic lapse rate. A shallow layer of saturation exists in the far western regions near the surface (1000-900mb), but dry air dominates the mid-levels. No significant capping inversions are present.

Thermal Boundary Location

The primary moisture boundary is stalled along the Mississippi River, with a dry-air boundary pushing east of I-75.

Diurnal Trend

Diurnal curves are standard for most of the state; however, the Purchase and Barren River areas will see suppressed warming in the morning due to cloud cover and potential drizzle.

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 surface frontal passage is expected. A weak shortwave trough aloft is the primary driver of weather for the western districts.

Jet Stream Support

A 100-knot jet streak at 250mb is positioned such that its left-exit region provides broad synoptic lift over western KY, but dry air in the mid-levels is limiting precipitation efficiency.

Energy Status

A compact shortwave trough is pivoting through western Kentucky during the 06z-12z window, evidenced by vorticity values peaking at 0.00008-0.00013 units in the Purchase and Pennyrile regions.

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 generally dry with dewpoint depressions exceeding 20F in central/eastern KY. Large dewpoint depressions in the Barren River area suggest a high 'Virga' risk where rain may not reach the ground.

Precipitation Character

Precipitation is strictly stratiform drizzle/light rain, characterized by low intensity and high probability in localized areas of the west.

Flooding Context

No hydrologic concerns exist as soils are not saturated and rainfall totals will be less than 0.01 inches.

NAM Raw Data For
Friday, 6/5/2026
NAM Raw Data For
Saturday, 6/6/2026

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.