kywx
Kentucky AI Weather Engine

Kentucky AI Forecasting Beta

Sat, Jul 18
Mon, Jul 20
Forecast For

Sunday, July 19

Updated Jul 17, 7:16 AM EDT
Confidence
70%

Humid Sunday with Waves of Rain and Localized Heavy Totals

A humid and unsettled summer Sunday is expected across Kentucky as a shortwave trough interacts with a moisture-rich environment, bringing widespread rain and several embedded heavy downpours, particularly in central and eastern regions.

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

High agreement on the overall humid/unsettled pattern, but significant disagreement exists regarding localized rainfall totals in the central and eastern regions due to varying model treatments of shortwave energy.

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
Mostly Sunny and Hot
Sunny
91°/ 76°

Northwest Pennyrile

NUISANCE
Owensboro, Henderson, Morganfield
Early Showers Then Clearing
Rain
88°/ 75°

Southwest Pennyrile

Hopkinsville, Madisonville, Princeton
Humid with Afternoon Breakers
Cloudy
89°/ 74°

Barren River

NUISANCE
Bowling Green, Glasgow, Franklin
Damp Morning, Humid Afternoon
Rain
87°/ 73°

Louisville Metro

NUISANCE
Louisville, La Grange, Shepherdsville
Wet Start to the Day
Rain
86°/ 73°

Lincoln Trail

IMPACTFUL
Elizabethtown, Bardstown, Leitchfield
Widespread Rain with Heavy Downpours
Heavy_Rain
84°/ 71°

Lake Cumberland

NUISANCE
Somerset, Columbia, Monticello
Soggy Afternoon Conditions
Rain
85°/ 71°

Northern Kentucky

Covington, Florence, Independence
Overcast and Humid
Cloudy
84°/ 72°

Inner Bluegrass

NUISANCE
Lexington, Georgetown, Winchester
Periodic Light Rain
Rain
82°/ 72°

Bluegrass Foothills

NUISANCE
Richmond, Danville, Berea
Gray and Damp Sunday
Rain
82°/ 72°

Northeast Kentucky

IMPACTFUL
Ashland, Morehead, Grayson
Significant Morning Rain Likely
Rain
79°/ 69°

Southeast Kentucky

NUISANCE
Hazard, Pikeville, Harlan
Mountain Rain Showers
Rain
82°/ 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

The NAM's high-vorticity solution verifies, leading to localized rainfall totals exceeding 1.5 inches in central Kentucky and the northeastern foothills, resulting in minor urban ponding and flash flooding in low-lying areas.

💨

The 'Bust' Scenario

Dry air entrainment at the mid-levels (as suggested by the GFS/Euro in the West) wins out, keeping rainfall totals under a quarter-inch for most of the state with only intermittent drizzle.

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 Western Dry Slot

NAM keeps the Purchase region almost entirely dry with clearing skies, whereas the Euro and GFS bring light rain showers through the morning and afternoon.

NAM
VS
GFS
VS
EURO
Why NAM Wins

NAM's resolution of the subsidence trailing the shortwave is typically more accurate in summer convective setups than the GFS 'smear' effect.

Affected Regions
PURCHASE

The Lincoln Trail Bullseye

The NAM suggests a high-intensity rainfall core (1.16") over central Kentucky due to a sharp vorticity maximum, while the GFS and Euro maintain a much broader, lighter precipitation field (0.15"-0.22").

NAM
VS
GFS
VS
EURO
Why BLEND Wins

While the NAM likely over-forecasts the localized total due to its known 'Bullseye Effect', it correctly identifies the mesoscale lift that global models often under-resolve. A blend captures the higher potential without the outlier magnitude.

Affected Regions
LINCOLN TRAILLOUISVILLE METRO

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

Moist adiabatic profile with high boundary layer humidity. Freezing levels remain exceptionally high, exceeding 14,000 feet, precluding any wintry threat.

Thermal Boundary

A weak surface trough is expected to stall across central Kentucky, serving as a corridor for moisture convergence.

Diurnal Trend

Non-diurnal trends will be prevalent in rain-shielded areas of Central and Eastern KY, keeping temperatures steady in the 70s, while Western KY follows a standard diurnal heating curve.

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

A weak trough passage will occur between 09Z and 15Z, marked by a subtle wind shift from southwest to west-northwest.

Jet Stream Support

The right entrance region of a 100kt jet streak will provide sufficient upper-level divergence to sustain vertical motion.

Energy Status

A compact shortwave trough with vorticity values reaching 0.00106 is pivoting through the central Commonwealth.

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 saturated below 500mb across the east, while the west shows drying above 850mb.

Precipitation Character

Predominantly stratiform rainfall with embedded heavier showers where vorticity and terrain-induced lift maximize.

Flooding Context

Ground remains unsaturated, allowing for high infiltration; however, localized rates over 1 inch per hour may cause typical urban ponding.

Winter Physics

Accumulation & Layers

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

Layer Analysis

Not applicable; July thermal regime.

Crystal Habit

Not applicable.

Road Impact

Not applicable.

Severe Risk

Instability & Shear

Atmospheric ingredients required for severe thunderstorms, including available fuel (CAPE) and storm organization (shear).

Shear Analysis

Deep-layer shear is insufficient for organized convective structures despite the presence of a mid-level jet.

Instability Context

CAPE is limited by thick cloud cover and moist-adiabatic lapse rates, keeping lightning potential low.

Primary Threat

None; heavy rain is the only localized concern.

Celestial Almanac

Moon Phase

Waxing Crescent

30% Illumination
Moonrise
12:35 PM
Moonset
11:58 PM
Purchase Area
Sunrise
6:50 AM
Sunset
9:13 PM
Civil Dawn
6:20 AM
Civil Dusk
9:43 PM
Northwest Pennyrile
Sunrise
6:42 AM
Sunset
9:09 PM
Civil Dawn
6:12 AM
Civil Dusk
9:39 PM
Southwest Pennyrile
Sunrise
6:46 AM
Sunset
9:08 PM
Civil Dawn
6:16 AM
Civil Dusk
9:37 PM
Barren River
Sunrise
6:42 AM
Sunset
9:04 PM
Civil Dawn
6:12 AM
Civil Dusk
9:34 PM
Louisville Metro
Sunrise
6:35 AM
Sunset
9:05 PM
Civil Dawn
6:05 AM
Civil Dusk
9:35 PM
Lincoln Trail
Sunrise
6:37 AM
Sunset
9:03 PM
Civil Dawn
6:07 AM
Civil Dusk
9:34 PM
Lake Cumberland
Sunrise
6:34 AM
Sunset
8:57 PM
Civil Dawn
6:04 AM
Civil Dusk
9:27 PM
Northern Kentucky
Sunrise
6:28 AM
Sunset
9:02 PM
Civil Dawn
5:57 AM
Civil Dusk
9:33 PM
Inner Bluegrass
Sunrise
6:31 AM
Sunset
8:59 PM
Civil Dawn
6:01 AM
Civil Dusk
9:29 PM
Bluegrass Foothills
Sunrise
6:31 AM
Sunset
8:57 PM
Civil Dawn
6:01 AM
Civil Dusk
9:27 PM
Northeast Kentucky
Sunrise
6:22 AM
Sunset
8:53 PM
Civil Dawn
5:52 AM
Civil Dusk
9:23 PM
Southeast Kentucky
Sunrise
6:28 AM
Sunset
8:52 PM
Civil Dawn
5:58 AM
Civil Dusk
9:22 PM

Forecast Charts

These maps are generated by the weather agencies based on the raw data that the weather models predict. The final forecast is generated using the same raw data shown on the map. Keep in mind that the models (and therefore the maps) will generally disagree on specific parts of the forecast. Use these as guidance - not as a final prediction.

NAM Radar forecast
NAMRadar
Jul 19, 12 AM

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.