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Kentucky AI Weather Engine

Kentucky AI Forecasting Beta

Sat, Aug 8
Mon, Aug 10
Forecast For

Sunday, August 9

Updated Aug 9, 7:15 AM EDT

NWS Alerts Active This Day

Flood Advisory

Aug 8, 7:49 PM -> Aug 8, 10:00 PM
Minor Severity

Flood Advisory issued August 8 at 7:49PM EDT until August 8 at 10:00PM EDT by NWS Jackson KY

Heat Advisory

Aug 9, 1:29 AM -> Aug 9, 5:00 PM
Moderate Severity

Heat Advisory issued August 9 at 12:29AM CDT until August 12 at 8:00PM CDT by NWS Paducah KY

Special Weather Statement

Aug 9, 6:28 AM -> Aug 9, 9:00 AM
Moderate Severity

Special Weather Statement issued August 9 at 5:28AM CDT by NWS Paducah KY

Confidence
85%

August Heat West; Scattered Humid Showers East

A typical late-summer pattern will split the state on Sunday. Hot and mostly dry conditions will dominate Western Kentucky, while a weak mid-level trough brings scattered light rain and high humidity to Central and Eastern regions.

Why is this happening?
Technical explanation of the atmospheric setup
Confidence Assessment

High confidence in the overall temperature pattern and the presence of rain in the east; however, timing of specific shortwave pulses and localized rainfall totals remains moderately uncertain.

Get Personalized Forecasts

Choose which region in Kentucky you're interested in and we'll always show you that one first. You can change your selected region by clicking the "Star" icon on any regional forecast.

Purchase Area

Paducah, Murray, Mayfield
Hot and Sunny
Sunny
89°/ 70°

Northwest Pennyrile

Owensboro, Henderson, Morganfield
Sultry and Dry
Cloudy
90°/ 70°

Southwest Pennyrile

NUISANCE
Hopkinsville, Madisonville, Princeton
Morning Sprinkle Chance
Rain
88°/ 68°

Barren River

NUISANCE
Bowling Green, Glasgow, Franklin
Warm with Evening Showers
Rain
88°/ 68°

Louisville Metro

Louisville, La Grange, Shepherdsville
Breezy and Hot
Sunny
92°/ 74°

Lincoln Trail

Elizabethtown, Bardstown, Leitchfield
Sunny and Breezy
Sunny
87°/ 69°

Lake Cumberland

IMPACTFUL
Somerset, Columbia, Monticello
Periods of Rain Likely
Rain
82°/ 70°

Northern Kentucky

NUISANCE
Covington, Florence, Independence
Muggy with Morning Rain
Rain
90°/ 74°

Inner Bluegrass

Lexington, Georgetown, Winchester
Morning Shower, Then Breezy
Cloudy
89°/ 71°

Bluegrass Foothills

Richmond, Danville, Berea
Mainly Cloudy and Humid
Cloudy
86°/ 70°

Northeast Kentucky

IMPACTFUL
Ashland, Morehead, Grayson
Wet and Rainy
Rain
88°/ 71°

Southeast Kentucky

IMPACTFUL
Hazard, Pikeville, Harlan
Afternoon Showers Expected
Rain
84°/ 68°

Possible Outcomes

Weather forecasting involves uncertainty. Below are two scenarios representing the range of possible outcomes: the "Boom" scenario shows the worst-case/highest-impact result if conditions align unfavorably, while the "Bust" scenario shows the best-case/lowest-impact result if the forecast doesn't materialize as expected.

💥

The 'Boom' Scenario

If orographic lift maximizes the deep-layer moisture in the east, localized rainfall totals could exceed 0.75 inches in the Northeast Coalfields, while the Western heat index approaches 100 degrees.

💨

The 'Bust' Scenario

If the mid-level dry slot in the GFS verifies more aggressively, rainfall in the east may be reduced to simple drizzle or virga, leaving much of the state dry but still very muggy.

Model Disagreements

When models disagree, a call must be made to determine the most likely outcome. This decision is based on a combination of factors including model performance, historical data, and the models general accounting of each climatic region of Kentucky.

Northern Kentucky Thermal Peak

The GFS is an aggressive outlier forecasting 93 degrees for the Cincinnati/Northern KY metro, whereas the NAM and Euro suggest persistent cloud cover will hold temperatures in the upper 80s.

GFS
VS
NAM
VS
EURO
Why BLEND Wins

While the GFS likely overestimates solar insolation, the high dew points will prevent significant cooling, making a 90-degree compromise the most probable outcome.

Affected Regions
NORTHERN KYLOUISVILLE METRO

The Northeast QPF Discrepancy

NAM predicts nearly 0.50 inches of rain for Northeast Kentucky driven by high-resolution orographic lift, while the GFS and Euro show less than 0.10 inches with a much drier mid-level profile.

NAM
VS
GFS
VS
EURO
Why NAM Wins

The NAM handles localized terrain-induced precipitation and low-level moisture convergence better than the global models in weak-flow summer regimes.

Affected Regions
NORTHEAST KYSOUTHEAST COALFIELDSBLUEGRASS FOOTHILLS

Technical Analysis

This section provides a deep, physics-based explanation of the weather. Our AI system analyzed multiple atmospheric layers and variables from all available models to synthesize this technical overview.

Below you'll find detailed breakdowns of the atmospheric dynamics that are driving today's forecast, including thermodynamics, kinematics, and hydrology.

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.

Thermal Profile Overview

A moist-tropical maritime profile is in place with lapse rates generally following the moist adiabat (6.0-6.5 C/km). No significant capping inversions exist in the east, though the west shows a slight 850mb warm nose.

Thermal Boundary

A weak moisture boundary and surface trough are stalled along a line from Lake Cumberland to the Huntington, WV metro area.

Diurnal Trend

Standard diurnal curve expected, though cloud cover and rain will create non-diurnal fluctuations and early peaks in the Eastern Coalfields.

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 synoptic frontal passage. Surface winds remain light and southerly/southwesterly throughout the period.

Jet Stream Support

The region resides under the right entrance region of a 100kt upper-level jet streak over the Great Lakes, providing broad synoptic lift.

Energy Status

A compact shortwave trough is progged to pivot through the Northeast, with a secondary vorticity lobe moving into the Lake Cumberland region by late evening.

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

Deep-layer saturation is present from 1000mb to 500mb in Eastern KY. In Western KY, high dew point depressions above 850mb will limit precip reach.

Precipitation Character

Primarily stratiform with embedded convective bursts. The lack of CAPE (0-250 J/kg) will keep thunder to a minimum.

Flooding Context

No flooding risk. Soils are at seasonal capacity and rainfall rates will be low (under 0.25 in/hr).

Celestial Almanac

Moon Phase

Waning Crescent

13% Illumination
Moonrise
3:15 AM
Moonset
7:04 PM
Purchase Area
Sunrise
7:07 AM
Sunset
8:55 PM
Civil Dawn
6:39 AM
Civil Dusk
9:23 PM
Northwest Pennyrile
Sunrise
7:00 AM
Sunset
8:50 PM
Civil Dawn
6:31 AM
Civil Dusk
9:18 PM
Southwest Pennyrile
Sunrise
7:03 AM
Sunset
8:50 PM
Civil Dawn
6:35 AM
Civil Dusk
9:18 PM
Barren River
Sunrise
6:59 AM
Sunset
8:46 PM
Civil Dawn
6:30 AM
Civil Dusk
9:14 PM
Louisville Metro
Sunrise
6:53 AM
Sunset
8:46 PM
Civil Dawn
6:25 AM
Civil Dusk
9:14 PM
Lincoln Trail
Sunrise
6:55 AM
Sunset
8:45 PM
Civil Dawn
6:26 AM
Civil Dusk
9:13 PM
Lake Cumberland
Sunrise
6:51 AM
Sunset
8:39 PM
Civil Dawn
6:23 AM
Civil Dusk
9:07 PM
Northern Kentucky
Sunrise
6:47 AM
Sunset
8:42 PM
Civil Dawn
6:17 AM
Civil Dusk
9:11 PM
Inner Bluegrass
Sunrise
6:49 AM
Sunset
8:40 PM
Civil Dawn
6:20 AM
Civil Dusk
9:09 PM
Bluegrass Foothills
Sunrise
6:48 AM
Sunset
8:39 PM
Civil Dawn
6:20 AM
Civil Dusk
9:07 PM
Northeast Kentucky
Sunrise
6:40 AM
Sunset
8:34 PM
Civil Dawn
6:11 AM
Civil Dusk
9:02 PM
Southeast Kentucky
Sunrise
6:45 AM
Sunset
8:33 PM
Civil Dawn
6:17 AM
Civil Dusk
9:02 PM

Dive Deeper Into the Models

This forecast is a synthesis of raw data from the NAM, GFS, ECMWF, and GEM models. These models provide detailed atmospheric analyses including 500mb vorticity, precipitation rates, and more. You can take a look at the raw model data by clicking the links below.