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

Sun and Warmth Prevail Across Kentucky

Residents can look forward to a beautiful and calm day on June 4th. Temperatures will be quite warm, reaching the low to mid-80s, which is perfect for outdoor activities. Light winds and low humidity will make the heat feel comfortable.

In western Kentucky, you may see some clouds drifting in during the afternoon, but they won't bring any rain. For central and eastern parts of the state, plenty of sunshine is expected from morning until evening.

Why is this happening?
Technical explanation of the atmospheric setup

Regional Conditions

PURCHASE

Paducah, Murray, Mayfield
Condition
Cloudy
Warm and Mostly Cloudy
It will be a dry but somewhat cloudy day in the far west. Highs will be warm, topping out near 84 degrees.
Temperature
High
84°
Low
64°
Feels Like
84°
Precipitation
Chance
10%
Wind
7 mph

NORTHWEST PENNYRILE

Owensboro, Henderson, Morganfield
Condition
Cloudy
Dry with Filtered Sunshine
Expect a mix of clouds and sun with temperatures reaching 83 degrees. A light breeze will blow from the south.
Temperature
High
83°
Low
63°
Feels Like
83°
Precipitation
Chance
10%
Wind
6 mph

SOUTHWEST PENNYRILE

Hopkinsville, Madisonville, Princeton
Condition
Cloudy
Partly Sunny and Warm
A warm afternoon with highs in the mid-80s. Clouds will increase throughout the day.
Temperature
High
84°
Low
64°
Feels Like
84°
Precipitation
Chance
10%
Wind
6 mph

BARREN RIVER

Bowling Green, Glasgow, Franklin
Condition
Cloudy
Mild and Dry
Temperatures will be very pleasant near 82 degrees under partly cloudy skies.
Temperature
High
82°
Low
63°
Feels Like
82°
Precipitation
Chance
10%
Wind
5 mph

LOUISVILLE METRO

Louisville, La Grange, Shepherdsville
Condition
Cloudy
Sunny Morning, Cloudy Afternoon
Louisville will see the warmest temperatures in the state today, reaching 85 degrees. Clouds will increase after lunch.
Temperature
High
85°
Low
62°
Feels Like
85°
Precipitation
Chance
10%
Wind
5 mph

LINCOLN TRAIL

Elizabethtown, Bardstown, Leitchfield
Condition
Cloudy
Warm and Stable
A great day for outdoor travel along I-65. Highs will be near 84 with no rain.
Temperature
High
84°
Low
62°
Feels Like
84°
Precipitation
Chance
10%
Wind
5 mph

LAKE CUMBERLAND

Somerset, Columbia, Monticello
Condition
Sunny
Sunny Skies and Lake Breezes
Expect a beautiful sunny day at the lake. Temperatures will stay in the low 80s with very light winds.
Temperature
High
81°
Low
61°
Feels Like
81°
Precipitation
Chance
10%
Wind
3 mph

NORTHERN KY

Covington, Florence, Independence
Condition
Cloudy
Quiet and Mild
A nice day for Northern Kentucky with highs around 83 and increasing clouds in the evening.
Temperature
High
83°
Low
61°
Feels Like
83°
Precipitation
Chance
10%
Wind
5 mph

BLUEGRASS CORE

Lexington, Georgetown, Winchester
Condition
Sunny
Bright Sunshine for the Bluegrass
A sunny and warm day for the Lexington area. Temperatures will reach a pleasant 83 degrees.
Temperature
High
83°
Low
61°
Feels Like
83°
Precipitation
Chance
10%
Wind
5 mph

BLUEGRASS FOOTHILLS

Richmond, Danville, Berea
Condition
Sunny
Clear and Warm
A perfect summer day with highs of 82 and plenty of sun.
Temperature
High
82°
Low
61°
Feels Like
82°
Precipitation
Chance
10%
Wind
4 mph

NORTHEAST KY

Ashland, Morehead, Grayson
Condition
Sunny
Beautiful Skies over the Valleys
Sunny and warm with temperatures reaching 84 degrees in the Ashland area.
Temperature
High
84°
Low
62°
Feels Like
84°
Precipitation
Chance
10%
Wind
4 mph

SOUTHEAST COALFIELDS

Hazard, Pikeville, Harlan
Condition
Sunny
Sunny and Calm in the Mountains
Great weather for the mountains with highs near 82 and very little wind.
Temperature
High
82°
Low
62°
Feels Like
82°
Precipitation
Chance
10%
Wind
3 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

Standard adiabatic lapse rate dominates the daytime hours across the state. A shallow radiation inversion is likely in rural and valley locations between 3am and 7am, quickly mixing out by mid-morning.

Thermal Boundary Location

No thermal boundaries or fronts are present; Kentucky is solidly within a warm, continental air mass.

Diurnal Trend

Classic diurnal curve with peak heating between 20z and 22z. Overnight cooling will be efficient given low dewpoints.

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. Wind shifts are negligible, indicating a stagnant high-pressure regime.

Jet Stream Support

Zonal flow aloft with the primary jet stream axis well north of the Ohio River. No significant upper-level support for vertical ascent.

Energy Status

Neutral vorticity. Stable anticyclonic flow at the surface and aloft.

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

Atmospheric column is under-saturated. Average RH is below 40% in the 850-500mb layer.

Precipitation Character

None. Column is too dry to support even drizzle or virga.

Flooding Context

No hydrologic concerns. Antecedent conditions are stable.

ECMWF Raw Data For
Friday, 6/5/2026
ECMWF Raw Data For
Saturday, 6/6/2026
ECMWF Raw Data For
Sunday, 6/7/2026
ECMWF Raw Data For
Monday, 6/8/2026
ECMWF Raw Data For
Tuesday, 6/9/2026
ECMWF Raw Data For
Wednesday, 6/10/2026
ECMWF Raw Data For
Thursday, 6/11/2026

Technical Model Notes