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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)

Summer Heatwave Grips Kentucky

Drink plenty of water and stay in the shade if you are outdoors. High temperatures are heading into the 90s for everyone, with the hottest air settling over Owensboro, Paducah, and Louisville.

Expect mostly sunny skies throughout the day with just a few afternoon clouds. There is no rain in the forecast, so it will be a great day for outdoor activities, provided you can stay cool.

Why is this happening?
Technical explanation of the atmospheric setup

Regional Conditions

PURCHASE

Paducah, Murray, Mayfield
IMPACTFUL
Condition
Sunny
Blistering Heat in the West
It will be a hot one across the Purchase Area with temperatures peaking at 96 degrees. Expect full sun throughout the day.
Temperature
High
96°
Low
76°
Feels Like
96°
Precipitation
Chance
10%
Wind
3 mph

NORTHWEST PENNYRILE

Owensboro, Henderson, Morganfield
IMPACTFUL
Condition
Sunny
Hottest Spot in the State
Owensboro and Henderson will see the state's highest temperatures, reaching near 98 degrees. Please take heat precautions.
Temperature
High
98°
Low
78°
Feels Like
98°
Precipitation
Chance
10%
Wind
4 mph sustained, gusts to 10 mph

SOUTHWEST PENNYRILE

Hopkinsville, Madisonville, Princeton
IMPACTFUL
Condition
Sunny
Sizzling Southern Border
The sun will be out in full force from Hopkinsville to Madisonville. Highs will settle in the mid-90s.
Temperature
High
96°
Low
73°
Feels Like
96°
Precipitation
Chance
10%
Wind
4 mph

BARREN RIVER

Bowling Green, Glasgow, Franklin
NUISANCE
Condition
Sunny
Hot and Dry Bowling Green
The Barren River region will see typical summer heat with highs of 94. Rain is not expected.
Temperature
High
94°
Low
74°
Feels Like
94°
Precipitation
Chance
10%
Wind
3 mph

LOUISVILLE METRO

Louisville, La Grange, Shepherdsville
IMPACTFUL
Condition
Sunny
Urban Heat Intensifies
Louisville will stay very warm even after the sun goes down, with low temperatures only dropping to 79. Afternoon highs will reach 97.
Temperature
High
97°
Low
79°
Feels Like
97°
Precipitation
Chance
10%
Wind
6 mph

LINCOLN TRAIL

Elizabethtown, Bardstown, Leitchfield
NUISANCE
Condition
Sunny
Clear Skies over Elizabethtown
A beautiful but very hot day is ahead for the Lincoln Trail. Highs will be in the lower 90s.
Temperature
High
93°
Low
75°
Feels Like
93°
Precipitation
Chance
10%
Wind
5 mph

LAKE CUMBERLAND

Somerset, Columbia, Monticello
Condition
Cloudy
Cloudy and Humid at the Lake
More clouds will be around the Lake Cumberland area compared to the rest of the state, but it will still be quite hot with highs of 91.
Temperature
High
91°
Low
75°
Feels Like
91°
Precipitation
Chance
10%
Wind
3 mph

NORTHERN KY

Covington, Florence, Independence
IMPACTFUL
Condition
Sunny
Intense Heat for the North
Covington and independence will see heat similar to the western parts of the state. Stay cool as highs reach 97 degrees.
Temperature
High
97°
Low
76°
Feels Like
97°
Precipitation
Chance
10%
Wind
10 mph

BLUEGRASS CORE

Lexington, Georgetown, Winchester
NUISANCE
Condition
Cloudy
Breezy and Hot in Lexington
Lexington will see afternoon clouds and a light breeze. It will be very warm with a high of 93 degrees.
Temperature
High
93°
Low
79°
Feels Like
93°
Precipitation
Chance
10%
Wind
8 mph

BLUEGRASS FOOTHILLS

Richmond, Danville, Berea
Condition
Sunny
Bright Skies in Richmond
Expect plenty of sunshine and highs in the low 90s for Richmond and Danville.
Temperature
High
91°
Low
75°
Feels Like
91°
Precipitation
Chance
10%
Wind
7 mph

NORTHEAST KY

Ashland, Morehead, Grayson
NUISANCE
Condition
Sunny
Warm and Clear in Ashland
A sunny day with highs in the mid-90s is expected for the northeast corner of the state.
Temperature
High
94°
Low
74°
Feels Like
94°
Precipitation
Chance
10%
Wind
7 mph

SOUTHEAST COALFIELDS

Hazard, Pikeville, Harlan
Condition
Sunny
Mountain Sun
The mountains will see highs in the low 90s with lots of sunshine. Hazards like fog may exist in the deep valleys early in the morning.
Temperature
High
92°
Low
75°
Feels Like
92°
Precipitation
Chance
10%
Wind
5 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

The vertical temperature stack reveals a classic summer subsidence profile. A strong inversion is noted near 800mb across the state, which is suppressing any vertical convective growth despite surface temperatures in the mid-90s.

Thermal Boundary Location

The main thermal ridge is centered over the Mississippi River Valley, pushing its maximum extent into Western Kentucky.

Diurnal Trend

Standard diurnal heating curve is expected with rapid temperature rises between 13Z and 17Z. Some non-diurnal behavior may occur in the Louisville Metro due to the Urban Heat Island effect.

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. The state is under the influence of a stagnant maritime tropical airmass.

Jet Stream Support

The jet stream is positioned well to the north across the Great Lakes, providing no dynamic lift or divergence over Kentucky.

Energy Status

Broad anticyclonic flow is in place. No significant shortwave troughs or vorticity maxima are noted in the NAM guidance for this period.

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 largely dry. Large dewpoint depressions at the 700mb-500mb levels indicate a significant risk of any light precipitation evaporating before reaching the ground (Virga), though PoPs remain too low for even that to occur.

Precipitation Character

Stratiform and convective elements are absent.

Flooding Context

The ground is becoming increasingly dry due to the lack of recent rainfall; no hydrologic concerns exist.

NAM Raw Data For
Saturday, 9/5/2026

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.