kywx
Kentucky AI Weather Engine

Kentucky AI Forecasting Beta

This is the ECMWF model's output only

You're viewing raw atmospheric data from the ECMWF (European Centre for Medium-Range Weather Forecasts (IFS)). 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

ECMWF Forecast Data

European Centre for Medium-Range Weather Forecasts (IFS)

The ECMWF Integrated Forecasting System (IFS) is widely regarded as the most accurate global weather prediction model in the world. Operating at a pristine 9km horizontal resolution with 137 vertical levels, it offers significantly higher fidelity than the GFS, particularly in resolving complex topography like the Appalachian Mountains. The Euro is the 'Gold Standard' for medium-range forecasting (Days 3-10), renowned for its advanced 4D-Var data assimilation system that creates the most precise initial snapshot of the atmosphere possible. It serves as the ultimate 'tie-breaker' when American models disagree on storm tracks or precipitation types.

resolution
9km (0.1°) horizontal, 137 vertical levels
domain
Global coverage
update Frequency
Twice daily (00, 12 UTC)
forecast Length
240 hours
physics
Non-hydrostatic IFS dynamic core with advanced cloud microphysics
data Assimilation
4D-Var (Four-Dimensional Variational) - The global benchmark

Sizzling Heat with Scattered Eastern Showers

Kentucky is in for a very hot day on September 3rd. Most of the state will see sunshine and temperatures climbing into the mid-to-upper 90s. With the humidity, it will feel even hotter, so please take precautions if you are working or spending time outdoors.

In the afternoon, folks in Northern Kentucky and the Bluegrass regions might see a few clouds build up and a passing rain shower. However, these will be hit-or-miss and won't offer much relief from the heat for most people. Western Kentucky will remain dry and sunny throughout the day.

Why is this happening?
Technical explanation of the atmospheric setup

Regional Conditions

PURCHASE

Paducah, Murray, Mayfield
Condition
Sunny
Blistering Sunshine
Expect a completely sunny and very hot day. Temperatures will reach 98 degrees with very little wind to provide relief.
Temperature
High
98°
Low
77°
Feels Like
77°
Precipitation
Chance
10%
Wind
4 mph

NORTHWEST PENNYRILE

Owensboro, Henderson, Morganfield
Condition
Sunny
Hot and Dry Conditions
It will be a clear, hot day along the Ohio River. Highs will stay near 97 degrees into the early evening.
Temperature
High
97°
Low
76°
Feels Like
76°
Precipitation
Chance
10%
Wind
4 mph

SOUTHWEST PENNYRILE

Hopkinsville, Madisonville, Princeton
Condition
Sunny
Intense Heat Near the Border
Expect high heat and plenty of sunshine. Temperatures will be among the highest in the state, reaching 98 degrees.
Temperature
High
98°
Low
77°
Feels Like
77°
Precipitation
Chance
10%
Wind
3 mph

BARREN RIVER

Bowling Green, Glasgow, Franklin
Condition
Sunny
Extreme Afternoon Heat
Sunny skies and 98-degree heat will make for a very sweltering afternoon in Bowling Green and Glasgow.
Temperature
High
98°
Low
76°
Feels Like
76°
Precipitation
Chance
10%
Wind
3 mph

LOUISVILLE METRO

Louisville, La Grange, Shepherdsville
Condition
Sunny
Sweltering in the City
Expect a very hot day in the Louisville area. Temperatures will reach 98 degrees and stay warm well after sunset.
Temperature
High
98°
Low
77°
Feels Like
77°
Precipitation
Chance
10%
Wind
5 mph

LINCOLN TRAIL

Elizabethtown, Bardstown, Leitchfield
Condition
Sunny
Hot and Clear Skies
A hot September day is expected with highs near 97 and no chance of rain.
Temperature
High
97°
Low
76°
Feels Like
76°
Precipitation
Chance
10%
Wind
3 mph

LAKE CUMBERLAND

Somerset, Columbia, Monticello
NUISANCE
Condition
Rain
Afternoon Cooling Showers
While it will be hot, there is a good chance for a few passing showers this afternoon. Don't expect much water in the rain gauge, though.
Temperature
High
96°
Low
75°
Feels Like
75°
Precipitation
Chance
80%
Rain
0 - 0"
Wind
3 mph

NORTHERN KY

Covington, Florence, Independence
NUISANCE
Condition
Rain
Humid with Late Day Showers
It's going to be a sticky day in Northern Kentucky. Temperatures will hit 96, and you might encounter a light rain shower by late afternoon.
Temperature
High
96°
Low
76°
Feels Like
76°
Precipitation
Chance
80%
Rain
0.01 - 0.01"
Wind
6 mph

BLUEGRASS CORE

Lexington, Georgetown, Winchester
NUISANCE
Condition
Rain
High Heat and Spotty Showers
Highs will reach 97 degrees in Lexington. A few clouds and a light sprinkle are possible in the afternoon.
Temperature
High
97°
Low
76°
Feels Like
76°
Precipitation
Chance
80%
Rain
0 - 0"
Wind
4 mph

BLUEGRASS FOOTHILLS

Richmond, Danville, Berea
NUISANCE
Condition
Rain
Afternoon Sprinkles Possible
Scattered clouds and light showers might provide a brief break from the 96-degree heat.
Temperature
High
96°
Low
75°
Feels Like
75°
Precipitation
Chance
80%
Rain
0.01 - 0.01"
Wind
4 mph

NORTHEAST KY

Ashland, Morehead, Grayson
NUISANCE
Condition
Rain
Passing Showers; Hot Day
Highs will be near 95. Rain showers are fairly likely this afternoon and evening, but they won't last long.
Temperature
High
95°
Low
75°
Feels Like
75°
Precipitation
Chance
80%
Rain
0.01 - 0.01"
Wind
4 mph

SOUTHEAST COALFIELDS

Hazard, Pikeville, Harlan
Condition
Cloudy
Partly Cloudy and Very Warm
Expect a hot day with temperatures in the mid-90s. While some clouds will gather, rain is unlikely.
Temperature
High
94°
Low
74°
Feels Like
74°
Precipitation
Chance
10%
Wind
4 mph

Technical Analyses

To generate the forecast, our AI system analyzed multiple atmospheric layers and variables from the ECMWF 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

A robust deep-layer ridge (594dm) is producing significant subsidence across the state. Inverted-V soundings characterize the lower levels (900-700mb) in central and eastern regions, indicating steep lapse rates but high LCLs.

Thermal Boundary Location

Freezing line is well north in Canada; thermal boundary is non-existent as the state is bathed in a uniform air mass.

Diurnal Trend

Purely diurnal solar heating driving T-max values into the 90s across all 12 regions.

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. Surface winds are light and variable reflecting the broad high-pressure center.

Jet Stream Support

Jet stream is retired north of 50N, leaving KY in a region of weak anticyclonic flow and little to no kinematic support for storm organization.

Energy Status

Small vorticity lobes are detectable on the periphery of the ridge, specifically affecting Northern and Northeastern KY in the late afternoon.

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

Column is largely dry. Saturated layers exist only in the 700-600mb layer in the east, posing a significant Virga risk as precipitation falls into a 30F+ dewpoint depression at the surface.

Precipitation Character

Primarily convective/showery where it occurs, but with very low liquid efficiency (Stratiform appearance on radar but convective in origin).

Flooding Context

Hydrologic conditions are stable; no flooding risk due to negligible liquid totals.

ECMWF Raw Data For
Friday, 9/4/2026
ECMWF Raw Data For
Saturday, 9/5/2026
ECMWF Raw Data For
Sunday, 9/6/2026
ECMWF Raw Data For
Monday, 9/7/2026
ECMWF Raw Data For
Tuesday, 9/8/2026
ECMWF Raw Data For
Wednesday, 9/9/2026

Technical Model Notes