kywx
Kentucky AI Weather Engine

Kentucky AI Forecasting Beta

Sun, Jul 26
Forecast For

Monday, July 27

Updated Jul 20, 7:09 PM EDT
Confidence
85%

Soggy Monday Ahead with Persistent Rain and High Humidity

A stalled surface boundary across the Ohio Valley will serve as the focus for widespread, primarily stratiform rain across Kentucky on Monday. While severe weather is not expected due to low instability, high humidity and persistent cloud cover will dominate the weather story statewide.

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

High confidence in the presence of the boundary and high moisture content; minor uncertainty remains regarding the exact northern/southern wiggle of the stalled front which dictates local rainfall totals.

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

NUISANCE
Paducah, Murray, Mayfield
Muggy and Showery
Rain
94°/ 79°

Northwest Pennyrile

NUISANCE
Owensboro, Henderson, Morganfield
Humid with Regular Rain
Rain
90°/ 77°

Southwest Pennyrile

NUISANCE
Hopkinsville, Madisonville, Princeton
Steamy with Afternoon Showers
Rain
92°/ 78°

Barren River

NUISANCE
Bowling Green, Glasgow, Franklin
Showery and Humid
Rain
89°/ 76°

Louisville Metro

NUISANCE
Louisville, La Grange, Shepherdsville
Damp Conditions for the Metro
Rain
88°/ 75°

Lincoln Trail

NUISANCE
Elizabethtown, Bardstown, Leitchfield
Scattered Showers Today
Rain
88°/ 75°

Lake Cumberland

NUISANCE
Somerset, Columbia, Monticello
Wet and Humid near the Lake
Rain
85°/ 74°

Northern Kentucky

NUISANCE
Covington, Florence, Independence
Morning Rain, Drier Evening
Rain
87°/ 73°

Inner Bluegrass

NUISANCE
Lexington, Georgetown, Winchester
Cloudy with Morning Showers
Rain
86°/ 73°

Bluegrass Foothills

NUISANCE
Richmond, Danville, Berea
Rainy and Mild
Rain
84°/ 73°

Northeast Kentucky

NUISANCE
Ashland, Morehead, Grayson
Damp Valley Conditions
Rain
83°/ 71°

Southeast Kentucky

NUISANCE
Hazard, Pikeville, Harlan
Soggy Coalfields
Rain
81°/ 71°

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 the stalled boundary anchors further south or slows its progression, training of efficient rain cells could lead to localized flooding in urban areas or the Eastern KY valleys where totals could exceed 1.0 inch.

💨

The 'Bust' Scenario

If the boundary shifts north into Indiana/Ohio earlier than anticipated, the coverage of rain would diminish significantly, leaving the state with just overcast skies and oppressive humidity.

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.

The Moisture Coverage Conflict

The GFS is exhibiting its typical 'smear' effect, showing light precipitation across 100% of the state, whereas the ECMWF and NAM show more distinct waves of rain focused along the surface boundary.

GFS
VS
ECMWF
VS
NAM
Why EURO Wins

The ECMWF handles the 'dry slots' and moisture cutoffs with better precision in high-PWAT summer setups compared to the GFS over-saturation bias.

Affected Regions
PURCHASENORTHERN KYBLUEGRASS CORE

Purchase Heat Index Battle

Models disagree on how much clearing will occur in the far west. The ECMWF suggests 94F with high dewpoints, while the NAM remains cooler due to cloud debris.

NAM
VS
ECMWF
Why EURO Wins

Climatological persistence for late July favors the warmer Euro solution for the Purchase region, even with cloud cover.

Affected Regions
PURCHASE

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

Deep, warm, and moist column with nearly moist-adiabatic lapse rates. A weak inversion at 850mb is present in early morning soundings.

Thermal Boundary

Stalled over the Ohio River, drifting slightly south during the day.

Diurnal Trend

Non-diurnal behavior expected for several regions as persistent rain and cloud cover limit the typical afternoon spike.

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 true frontal passage; the system is a stationary boundary interacting with shortwave energy.

Jet Stream Support

Right Entrance Region divergence from a 300mb jet streak providing synoptic-scale ascent.

Energy Status

Weak cyclonic flow and subtle vorticity maximums embedded in zonal flow.

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

Highly saturated; PWATs near 1.8 to 2.0 inches with dewpoint depressions less than 5 degrees.

Precipitation Character

Predominantly stratiform with high precipitation efficiency but very low lightning risk.

Flooding Context

Ground is not currently saturated; training is the only major risk factor for localized issues.

Winter Physics

Accumulation & Layers

Specific physical factors affecting winter weather, including the vertical melt/freeze profile and snow quality.

Layer Analysis

Not applicable; entire column is well above freezing.

Crystal Habit

Not applicable.

Road Impact

Wet roads only; no frozen precipitation risks.

Celestial Almanac

Moon Phase

Waxing Gibbous

96% Illumination
Moonrise
--:--
Moonset
4:45 AM
Purchase Area
Sunrise
6:56 AM
Sunset
9:07 PM
Civil Dawn
6:27 AM
Civil Dusk
9:36 PM
Northwest Pennyrile
Sunrise
6:48 AM
Sunset
9:03 PM
Civil Dawn
6:19 AM
Civil Dusk
9:32 PM
Southwest Pennyrile
Sunrise
6:52 AM
Sunset
9:02 PM
Civil Dawn
6:23 AM
Civil Dusk
9:31 PM
Barren River
Sunrise
6:48 AM
Sunset
8:58 PM
Civil Dawn
6:19 AM
Civil Dusk
9:28 PM
Louisville Metro
Sunrise
6:42 AM
Sunset
8:59 PM
Civil Dawn
6:12 AM
Civil Dusk
9:28 PM
Lincoln Trail
Sunrise
6:44 AM
Sunset
8:58 PM
Civil Dawn
6:14 AM
Civil Dusk
9:27 PM
Lake Cumberland
Sunrise
6:40 AM
Sunset
8:51 PM
Civil Dawn
6:11 AM
Civil Dusk
9:20 PM
Northern Kentucky
Sunrise
6:35 AM
Sunset
8:56 PM
Civil Dawn
6:05 AM
Civil Dusk
9:26 PM
Inner Bluegrass
Sunrise
6:37 AM
Sunset
8:53 PM
Civil Dawn
6:08 AM
Civil Dusk
9:23 PM
Bluegrass Foothills
Sunrise
6:37 AM
Sunset
8:52 PM
Civil Dawn
6:08 AM
Civil Dusk
9:21 PM
Northeast Kentucky
Sunrise
6:29 AM
Sunset
8:47 PM
Civil Dawn
5:59 AM
Civil Dusk
9:17 PM
Southeast Kentucky
Sunrise
6:34 AM
Sunset
8:46 PM
Civil Dawn
6:05 AM
Civil Dusk
9:15 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.