kywx
Kentucky AI Weather Engine

Kentucky AI Forecasting Beta

This is the GFS model's output only

You're viewing raw atmospheric data from the GFS (Global Forecast System). 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

GFS Forecast Data

Global Forecast System

The Global Forecast System is a cornerstone coupled weather prediction model produced by NCEP. Utilizing the advanced Finite-Volume Cubed-Sphere (FV3) dynamic core, the GFS provides comprehensive medium-range forecasting capabilities across the entire globe. While it offers slightly lower horizontal resolution than the NAM, its 127 vertical levels and sophisticated physics allow it to excel at resolving synoptic-scale patterns, jet stream dynamics, and long-range frontal progressions essential for weekly planning in Kentucky.

resolution
13km (0.25°) horizontal, 127 vertical levels
domain
Global coverage
update Frequency
Every 6 hours (00, 06, 12, 18 UTC)
forecast Length
384 hours
physics
Scale-Aware SAS convection, GFDL microphysics, Hybrid EDMF boundary layer
data Assimilation
Hybrid 4D-EnVar with extensive satellite radiance usage

Abundant Sunshine and Seasonal Warmth Across Kentucky

Expect a beautiful day across the entire state of Kentucky. With high pressure firmly in charge, we are looking at clear blue skies from the Mississippi River to the Appalachian mountains. It is a perfect day for outdoor activities, though you will want to stay hydrated as temperatures climb.

Afternoon temperatures will be quite pleasant, reaching the upper 70s in the west and potentially the mid-80s in the northeast and Louisville metro area. Winds will remain light, making the warmth feel very comfortable. Overnight, it will remain clear and calm, allowing temperatures to drop back into the 50s and low 60s.

Why is this happening?
Technical explanation of the atmospheric setup

Regional Conditions

PURCHASE

Paducah, Murray, Mayfield
Condition
Sunny
Clear and Warm in the Purchase
Expect plenty of sunshine with temperatures peaking near 80 degrees. Winds will be light out of the south.
Temperature
High
79°
Low
60°
Feels Like
60°
Precipitation
Chance
10%
Wind
7 mph

NORTHWEST PENNYRILE

Owensboro, Henderson, Morganfield
Condition
Sunny
Sunny Skies Along the Ohio River
A beautiful day is in store for Owensboro and Henderson with highs hitting the 80-degree mark under clear skies.
Temperature
High
80°
Low
59°
Feels Like
59°
Precipitation
Chance
10%
Wind
7 mph

SOUTHWEST PENNYRILE

Hopkinsville, Madisonville, Princeton
Condition
Sunny
Pleasant and Bright in Hopkinsville
Expect nearly perfect conditions with light winds and highs in the upper 70s. Great for outdoor plans.
Temperature
High
78°
Low
59°
Feels Like
59°
Precipitation
Chance
10%
Wind
7 mph

BARREN RIVER

Bowling Green, Glasgow, Franklin
Condition
Sunny
Sunshine Continues for Bowling Green
The 'Snow Eater' bowl will be a 'Sun Eater' today with clear skies and very comfortable temperatures.
Temperature
High
79°
Low
59°
Feels Like
59°
Precipitation
Chance
10%
Wind
7 mph

LOUISVILLE METRO

Louisville, La Grange, Shepherdsville
Condition
Sunny
Warmest Temps in the State for Louisville
Louisville will likely be the warm spot today as city concrete soaks up the sun, pushing highs into the low 80s.
Temperature
High
83°
Low
62°
Feels Like
62°
Precipitation
Chance
10%
Wind
5 mph sustained, gusts to 13 mph

LINCOLN TRAIL

Elizabethtown, Bardstown, Leitchfield
Condition
Sunny
Clear Skies over Elizabethtown
A wonderful early June day with bright sunshine and comfortable humidity. Highs will stay just under 80 degrees.
Temperature
High
79°
Low
57°
Feels Like
57°
Precipitation
Chance
10%
Wind
7 mph

LAKE CUMBERLAND

Somerset, Columbia, Monticello
Condition
Sunny
Lake Cumberland Sunshine
Great boating weather today with light winds and clear skies. Highs will reach about 80 degrees with very cool morning starts.
Temperature
High
80°
Low
54°
Feels Like
54°
Precipitation
Chance
10%
Wind
6 mph

NORTHERN KY

Covington, Florence, Independence
Condition
Sunny
Sunny and Warm in NKY
Temperatures will be slightly warmer than usual for this time of year, reaching the low 80s under clear skies.
Temperature
High
82°
Low
57°
Feels Like
57°
Precipitation
Chance
10%
Wind
6 mph

BLUEGRASS CORE

Lexington, Georgetown, Winchester
Condition
Sunny
Bright and Pleasant in Lexington
Perfect weather for a day at the horse farms. Clear skies and upper 70s will make for a great afternoon.
Temperature
High
78°
Low
57°
Feels Like
57°
Precipitation
Chance
10%
Wind
6 mph

BLUEGRASS FOOTHILLS

Richmond, Danville, Berea
Condition
Sunny
Clear Skies over Richmond and Berea
The weather will be quiet and sunny. Highs will reach 80 with a light breeze.
Temperature
High
80°
Low
55°
Feels Like
55°
Precipitation
Chance
10%
Wind
6 mph

NORTHEAST KY

Ashland, Morehead, Grayson
Condition
Sunny
Warm Afternoons, Cool Mornings in Ashland
Expect a big jump in temperature today. After a cool morning in the low 50s, afternoon highs will climb into the mid-80s under clear skies.
Temperature
High
84°
Low
53°
Feels Like
53°
Precipitation
Chance
10%
Wind
2 mph

SOUTHEAST COALFIELDS

Hazard, Pikeville, Harlan
Condition
Sunny
Sunny Skies over the Coalfields
After some possible early morning valley fog, the region will see beautiful sunshine and highs in the low 80s.
Temperature
High
82°
Low
53°
Feels Like
53°
Precipitation
Chance
10%
Wind
4 mph

Technical Analyses

To generate the forecast, our AI system analyzed multiple atmospheric layers and variables from the GFS 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 atmosphere is characterized by a deep subsidence layer from 800mb to 500mb, creating a strong cap. Boundary layer mixing is expected to reach 850mb by late afternoon.

Thermal Boundary Location

The freezing line remains well north of the Great Lakes at the surface and above 12kft in the vertical column over Kentucky.

Diurnal Trend

Strictly diurnal. Rapid heating from 12Z to 18Z followed by a slow climb to peak temps at 20Z.

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

None. Kentucky is situated in a stagnant barotropic airmass under a broad surface high.

Jet Stream Support

Zonal flow aloft (300mb) of 60-80kts is noted, but no significant curvature or divergence is present to support upward motion.

Energy Status

Several weak shortwaves are noted in the GFS vorticity fields moving through the Tennessee Valley, but they are 'moisture starved' and will pass with only high-thin cirrus at most.

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 remarkably dry. Precipitable Water (PWAT) values are in the 0.4-0.6 inch range, which is below the 10th percentile for early June.

Precipitation Character

None. Any localized moisture will be limited to the immediate boundary layer, resulting in only scattered fair-weather cumulus if anything at all.

Flooding Context

Ground conditions are stable; no hydrologic risks are present.

GFS Raw Data For
Friday, 6/5/2026
GFS Raw Data For
Saturday, 6/6/2026
GFS Raw Data For
Sunday, 6/7/2026
GFS Raw Data For
Monday, 6/8/2026

Technical Model Notes

The Global Forecast System (GFS) is a global numerical weather prediction model run by NOAA's National Centers for Environmental Prediction (NCEP). Operating on a 13-kilometer horizontal grid with 127 vertical levels, the GFS provides forecast guidance out to 16 days, making it one of the most widely used models worldwide.

The GFS uses the Finite Volume Cubed-Sphere (FV3) dynamical core, which provides improved representation of atmospheric processes compared to previous model generations.