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

Intense Heat Grips Kentucky with Isolated Showers East

Drink plenty of water and stay in the shade. Today will be one of the hottest days of the year, with temperatures hitting the 100-degree mark in many western and central Kentucky towns. Even the cooler mountain regions will see mid-90s.

While most of the state stays dry and sunny, folks in the Lexington and Ashland areas might see a few light rain showers, especially in the evening. These won't provide much relief from the heat, but they could briefly cloud the sky. High humidity will make it feel even hotter than the thermometer shows.

Why is this happening?
Technical explanation of the atmospheric setup

Regional Conditions

PURCHASE

Paducah, Murray, Mayfield
IMPACTFUL
Condition
Sunny
Triple Digit Heat in the West
Prepare for intense sunshine and temperatures reaching 100 degrees. There is no rain in sight to cool things down.
Temperature
High
100°
Low
78°
Feels Like
81°
Precipitation
Chance
10%
Wind
7 mph sustained, gusts to 20 mph

NORTHWEST PENNYRILE

Owensboro, Henderson, Morganfield
IMPACTFUL
Condition
Sunny
Extreme Heat and River Valley Humidity
The heat will be relentless along the Ohio River today, with temperatures peaking at 100 degrees.
Temperature
High
100°
Low
76°
Feels Like
79°
Precipitation
Chance
10%
Wind
6 mph sustained, gusts to 17 mph

SOUTHWEST PENNYRILE

Hopkinsville, Madisonville, Princeton
IMPACTFUL
Condition
Sunny
Hot and Dry Conditions Continue
Expect plenty of sunshine and highs in the upper 90s. Avoid outdoor activities during the late afternoon.
Temperature
High
97°
Low
76°
Feels Like
79°
Precipitation
Chance
10%
Wind
5 mph

BARREN RIVER

Bowling Green, Glasgow, Franklin
IMPACTFUL
Condition
Sunny
Sizzling Afternoon for Bowling Green
Skies will be clear as temperatures climb into the high 90s. Little wind will be present to offer relief.
Temperature
High
98°
Low
77°
Feels Like
80°
Precipitation
Chance
10%
Wind
4 mph

LOUISVILLE METRO

Louisville, La Grange, Shepherdsville
IMPACTFUL
Condition
Sunny
Triple Digits in the Metro
The city will bake today as temperatures climb over 100 degrees. Evening temperatures will stay very warm due to the pavement holding onto the heat.
Temperature
High
101°
Low
79°
Feels Like
82°
Precipitation
Chance
10%
Wind
5 mph sustained, gusts to 14 mph

LINCOLN TRAIL

Elizabethtown, Bardstown, Leitchfield
IMPACTFUL
Condition
Sunny
Blazing Sun Across the Escarpment
A very hot day is ahead with highs in the upper 90s. Expect total sunshine from dawn to dusk.
Temperature
High
98°
Low
75°
Feels Like
78°
Precipitation
Chance
10%
Wind
8 mph

LAKE CUMBERLAND

Somerset, Columbia, Monticello
IMPACTFUL
Condition
Sunny
Intense Heat Near the Lake
Highs will reach nearly 100 degrees. With very light winds, the heat will feel particularly heavy today.
Temperature
High
99°
Low
72°
Feels Like
75°
Precipitation
Chance
10%
Wind
2 mph sustained, gusts to 5 mph

NORTHERN KY

Covington, Florence, Independence
IMPACTFUL
Condition
Sunny
Sweltering Conditions in NKY
Temperatures will climb to 100 degrees under cloudless skies. Stay hydrated.
Temperature
High
100°
Low
77°
Feels Like
80°
Precipitation
Chance
10%
Wind
5 mph sustained, gusts to 13 mph

BLUEGRASS CORE

Lexington, Georgetown, Winchester
NUISANCE
Condition
Rain
Hot Day with a Late Shower
After a day of highs in the upper 90s, a few light rain showers may pass through the Lexington area this evening. Don't expect much cooling, as it will be just a trace of rain.
Temperature
High
98°
Low
75°
Feels Like
78°
Precipitation
Chance
80%
Rain
0.01 - 0.01"
Wind
9 mph

BLUEGRASS FOOTHILLS

Richmond, Danville, Berea
IMPACTFUL
Condition
Sunny
Stifling Heat in the Foothills
Highs will reach the mid-90s with clear skies throughout the day. Very little breeze is expected.
Temperature
High
96°
Low
73°
Feels Like
76°
Precipitation
Chance
10%
Wind
3 mph sustained, gusts to 8 mph

NORTHEAST KY

Ashland, Morehead, Grayson
NUISANCE
Condition
Rain
Isolated Showers Amid Extreme Heat
A strange mix of 100-degree heat and occasional light rain showers is expected today. The rain will be very light and won't help much with the heat.
Temperature
High
101°
Low
71°
Feels Like
73°
Precipitation
Chance
80%
Rain
0.04 - 0.04"
Wind
4 mph sustained, gusts to 9 mph

SOUTHEAST COALFIELDS

Hazard, Pikeville, Harlan
IMPACTFUL
Condition
Sunny
Hot and Humid in the Mountains
Highs will reach the mid-90s. While some clouds may appear, no significant rain is expected to break the heat.
Temperature
High
96°
Low
71°
Feels Like
74°
Precipitation
Chance
10%
Wind
3 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 vertical temperature profile across Kentucky is characterized by an expansive warm-core ridge. Surface temperatures of 35-38C are supported by 850mb temperatures of 24-26C. No significant inversions are present except for localized nocturnal radiational cooling in the eastern valleys.

Thermal Boundary Location

The 0C isotherm (freezing line) is located well north of the Canadian border, with the local freezing level exceeding 14,500 feet MSL.

Diurnal Trend

Highly diurnal. Rapid insolation following sunrise will lead to 3-5 degree hourly temperature jumps between 14z and 18z. Overnight lows will be tempered by high dewpoints in the low 70s.

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 frontal passage is expected. The region is under a stagnant, high-pressure regime. Surface winds are light and variable.

Jet Stream Support

The polar jet is retreated into central Canada. A weak subtropical jet streak is noted across the Gulf Coast, providing no dynamical lift for Kentucky.

Energy Status

A weak shortwave trough is rotating around the eastern periphery of the ridge. While it carries moderate vorticity (max 0.00012 in the NE), the lack of instability (0 J/kg CAPE) and deep-layer moisture will limit output to light stratiform rain.

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 largely undersaturated. Significant dewpoint depressions (25-35F) exist in the boundary layer across western KY. In the east, mid-level saturation (700-500mb) will lead to virga and light rain.

Precipitation Character

Precipitation will be purely stratiform and light. Rain drop size is expected to be small due to entrainment of dry air.

Flooding Context

Soil moisture is declining due to the heatwave. No hydrologic threats are present.

Severe & Instability

Storm Dynamics

Storm organization potential. This examines atmospheric instability (CAPE) and wind shear to determine if conditions favor severe thunderstorms, and what hazards to expect.

Shear Analysis

Deep-layer shear is less than 10 knots. No storm organization is possible.

Instability Context

Despite the high heat, the GFS models 0 CAPE due to a significant mid-level cap and lack of low-level moisture convergence.

Primary Threat

Heat exhaustion is the primary physical threat today.

GFS Raw Data For
Friday, 9/4/2026
GFS Raw Data For
Saturday, 9/5/2026
GFS Raw Data For
Sunday, 9/6/2026
GFS Raw Data For
Monday, 9/7/2026

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.