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Kentucky AI Weather Engine

Kentucky AI Forecasting Beta

Mon, Mar 9
Wed, Mar 11
Forecast For

Tuesday, March 10

Updated Mar 10, 6:57 AM EDT

NWS Alerts Active This Day

Flood Warning

Mar 8, 9:21 PM -> Mar 9, 11:30 PM
Severe Severity

Flood Warning issued March 8 at 8:21PM CDT until March 15 at 11:12PM CDT by NWS Paducah KY

Flood Warning

Mar 9, 12:04 PM -> Mar 10, 2:15 PM
Severe Severity

Flood Warning issued March 9 at 11:04AM CDT until March 14 at 1:00AM CDT by NWS Paducah KY

Flood Warning

Mar 9, 12:04 PM -> Mar 10, 2:15 PM
Severe Severity

Flood Warning issued March 9 at 11:04AM CDT until March 14 at 9:00PM CDT by NWS Paducah KY

Flood Warning

Mar 9, 12:04 PM -> Mar 10, 2:15 PM
Severe Severity

Flood Warning issued March 9 at 11:04AM CDT until March 13 at 9:24PM CDT by NWS Paducah KY

Flood Warning

Mar 9, 12:04 PM -> Mar 10, 2:15 PM
Severe Severity

Flood Warning issued March 9 at 11:04AM CDT until March 16 at 10:00AM CDT by NWS Paducah KY

Flood Warning

Mar 10, 12:05 PM -> Mar 11, 2:15 PM
Severe Severity

Flood Warning issued March 10 at 11:05AM CDT until March 13 at 8:30AM CDT by NWS Paducah KY

Flood Warning

Mar 10, 12:05 PM -> Mar 11, 2:15 PM
Severe Severity

Flood Warning issued March 10 at 11:05AM CDT until March 14 at 3:00PM CDT by NWS Paducah KY

Flood Warning

Mar 10, 12:05 PM -> Mar 11, 2:15 PM
Severe Severity

Flood Warning issued March 10 at 11:05AM CDT until March 12 at 8:12PM CDT by NWS Paducah KY

Flood Warning

Mar 10, 12:05 PM -> Mar 11, 2:15 PM
Severe Severity

Flood Warning issued March 10 at 11:05AM CDT until March 16 at 7:00AM CDT by NWS Paducah KY

Confidence
90%

How Did We Do?

Comparing our AI forecast to actual observations from Tuesday, March 10, 2026.

Temperature
±3.1°F
Average Error
Precipitation
±2.30"
Average Error
Wind Speed
±4.3mph
Average error

Regional Assessments

Purchase Area

Paducah, Murray, Mayfield
Temperature
Forecast
76° / 65°
Actual
78° / 63°
Error: -2°F high, 2°F low
Precipitation
Forecast
0.12"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
16 / 40 mph
Actual
10 / 29 mph
Mesonet Stations HCKM, BAND

Northwest Pennyrile

Owensboro, Henderson, Morganfield
Temperature
Forecast
76° / 62°
Actual
81° / 63°
Error: -5°F high, -1°F low
Precipitation
Forecast
0.15"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
15 / 35 mph
Actual
9 / 30 mph
Mesonet Stations FRNY, RPTN, GRHM, DIXO

Southwest Pennyrile

Hopkinsville, Madisonville, Princeton
Temperature
Forecast
75° / 62°
Actual
79° / 62°
Error: -4°F high, 0°F low
Precipitation
Forecast
0.2"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
14 / 35 mph
Actual
9 / 28 mph
Mesonet Stations PRNC, PGHL, ERLN, CADZ, CCTY

Barren River

Bowling Green, Glasgow, Franklin
Temperature
Forecast
75° / 62°
Actual
78° / 58°
Error: -3°F high, 4°F low
Precipitation
Forecast
0.3"
Actual
2.16"
±1.86" off
Wind Speed
Forecast
14 / 30 mph
Actual
7 / 27 mph
Mesonet Stations FARM, WDBY, EWPK

Louisville Metro

Louisville, La Grange, Shepherdsville
Temperature
Forecast
74° / 61°
Actual
75° / 63°
Error: -1°F high, -2°F low
Precipitation
Forecast
0.12"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
12 / 32 mph
Actual
11 / 26 mph
Mesonet Stations LGRN

Lincoln Trail

Elizabethtown, Bardstown, Leitchfield
Temperature
Forecast
73° / 61°
Actual
81° / 62°
Error: -8°F high, -1°F low
Precipitation
Forecast
0.25"
Actual
1.05"
±0.8" off
Wind Speed
Forecast
13 / 35 mph
Actual
8 / 25 mph
Mesonet Stations CRMT, BLRK, CCLA, BRND, HARD

Lake Cumberland

Somerset, Columbia, Monticello
Temperature
Forecast
73° / 60°
Actual
76° / 54°
Error: -3°F high, 6°F low
Precipitation
Forecast
0.15"
Actual
21.36"
±21.21" off
Wind Speed
Forecast
10 / 25 mph
Actual
5 / 21 mph
Mesonet Stations PCWN, CMBA, GRDR, WOOD, GRBG

Northern Kentucky

Covington, Florence, Independence
Temperature
Forecast
72° / 61°
Actual
76° / 62°
Error: -4°F high, -1°F low
Precipitation
Forecast
0.05"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
11 / 30 mph
Actual
7 / 21 mph
Mesonet Stations HHTS, HUEY

Inner Bluegrass

Lexington, Georgetown, Winchester
Temperature
Forecast
72° / 60°
Actual
73° / 60°
Error: -1°F high, 0°F low
Precipitation
Forecast
0.1"
Actual
0.1"
✓ Within forecast range
Wind Speed
Forecast
12 / 30 mph
Actual
10 / 24 mph
Mesonet Stations LXGN, SPIN

Bluegrass Foothills

Richmond, Danville, Berea
Temperature
Forecast
72° / 59°
Actual
75° / 60°
Error: -3°F high, -1°F low
Precipitation
Forecast
0.05"
Actual
0"
✓ Within forecast range
Wind Speed
Forecast
11 / 30 mph
Actual
7 / 20 mph
Mesonet Stations LGNT

Northeast Kentucky

Ashland, Morehead, Grayson
Temperature
Forecast
74° / 57°
Actual
76° / 47°
Error: -2°F high, 10°F low
Precipitation
Forecast
0.01"
Actual
0.13"
✓ Within forecast range
Wind Speed
Forecast
8 / 25 mph
Actual
5 / 19 mph
Mesonet Stations MRHD, CHTR

Southeast Kentucky

Hazard, Pikeville, Harlan
Temperature
Forecast
74° / 59°
Actual
75° / 32°
Error: -1°F high, 27°F low
Precipitation
Forecast
0"
Actual
2.89"
±2.89" off
Wind Speed
Forecast
7 / 20 mph
Actual
4 / 19 mph
Mesonet Stations BMBL, QKSD, BNVL, VEST, RFVC, RFSM, PBDY

Spring Warmth with Gusty Winds and Scattered Showers

A surge of unseasonably warm air will bring spring-like conditions to Kentucky, with temperatures climbing into the 70s. Scattered rain showers are expected, primarily during the morning and afternoon, accompanied by gusty southwesterly winds reaching 30-40 mph at times.

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

High confidence in temperatures and precipitation type (rain) due to 100% model agreement on thermal profiles. Lower confidence in localized rainfall totals due to NAM/GFS QPF spread.

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
Windy and Warm with Morning Rain
Rain
76°/ 65°

Northwest Pennyrile

NUISANCE
Owensboro, Henderson, Morganfield
Breezy and Very Mild with Showers
Rain
76°/ 62°

Southwest Pennyrile

NUISANCE
Hopkinsville, Madisonville, Princeton
Damp Morning Followed by Windy Afternoon
Rain
75°/ 62°

Barren River

NUISANCE
Bowling Green, Glasgow, Franklin
Mild with Steady Morning Showers
Rain
75°/ 62°

Louisville Metro

NUISANCE
Louisville, La Grange, Shepherdsville
Morning Rain with Breezy Warmth
Rain
74°/ 61°

Lincoln Trail

NUISANCE
Elizabethtown, Bardstown, Leitchfield
Windy with Occasional Showers
Rain
73°/ 61°

Lake Cumberland

Somerset, Columbia, Monticello
Warm and Damp Afternoon
Rain
73°/ 60°

Northern Kentucky

Covington, Florence, Independence
Gray and Warm with Light Rain
Rain
72°/ 61°

Inner Bluegrass

Lexington, Georgetown, Winchester
Breezy and Spring-like with Light Rain
Rain
72°/ 60°

Bluegrass Foothills

Richmond, Danville, Berea
Mild with Scattered Morning Showers
Rain
72°/ 59°

Northeast Kentucky

Ashland, Morehead, Grayson
Very Warm and Mostly Dry
Cloudy
74°/ 57°

Southeast Kentucky

Hazard, Pikeville, Harlan
Warm and Beautiful in the Mountains
Cloudy
74°/ 59°

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 moisture transport maximizes with the NAM's more aggressive rainfall totals, leading to widespread 0.50-1.00 inch rainfall amounts and wind gusts exceeding 45 mph during peak momentum transfer.

💨

The 'Bust' Scenario

The GFS dry-air bias verifies, resulting in significant evaporation (virga) and only trace amounts of rain reaching the surface, while cloud cover breaks early leading to record-breaking afternoon highs.

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.

LLJ Momentum Transfer

Models disagree on the magnitude of surface wind gusts, with the NAM suggesting 40mph+ while the Euro remains much calmer at 20mph.

NAM
VS
EURO
VS
GFS
Why NAM Wins

NAM typically handles the resolution of the Low-Level Jet and boundary layer mixing better than global models in high-gradient scenarios. Higher gusts are justified by the expected 850mb wind speeds.

Affected Regions
PURCHASENORTHWEST PENNYRILEBLUEGRASS CORE

The QPF Magnitude Conflict

The NAM is producing a localized heavy rainfall bullseye of nearly 1 inch in Central Kentucky, while the GFS shows less than 0.10 inches. The Euro and GEM provide a middle-ground solution.

NAM
VS
GFS
VS
EURO
Why EURO Wins

The NAM total appears to be an outlier due to convective over-production in a low-CAPE environment, while the GFS is likely under-forecasting due to its known dry-slot bias in warm sectors. The Euro offers the most consistent moisture profile.

Affected Regions
LINCOLN TRAILBARREN RIVERLOUISVILLE 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

The vertical temperature stack is entirely above freezing, characterized by deep warm-air advection (WAA) with 850mb temperatures between +12C and +14C.

Thermal Boundary

The primary freezing line is located well north of the Ohio River, currently stalled over central Michigan and Ontario.

Diurnal Trend

A non-diurnal trend is expected overnight with temperatures remaining steady or rising slightly due to WAA, followed by a standard diurnal rise into the 70s by afternoon.

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 significant surface cold front passes during the period; the state remains firmly in the warm sector of a cyclone centered over the Upper Midwest.

Jet Stream Support

Kentucky is positioned in the right exit region of a 110kt upper-level jet, providing synoptic-scale divergence and lift.

Energy Status

A series of compact shortwave troughs are pivoting through the broad cyclonic flow, with the most significant vorticity max crossing the state between 06z and 15z.

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 saturated between 1000mb and 700mb in the west, though some dry air remains in the 850mb layer in Eastern KY, presenting a minor virga risk.

Precipitation Character

Precipitation will be primarily stratiform rain and drizzle, though some minor convective enhancement is possible in Central KY.

Flooding Context

Ground conditions are relatively dry and rainfall rates are expected to stay below 0.10 inches per hour, keeping the flooding risk near zero.

Celestial Almanac

Moon Phase

Last Quarter

58% Illumination
Moonrise
2:32 AM
Moonset
11:53 AM
Purchase Area
Sunrise
8:14 AM
Sunset
7:57 PM
Civil Dawn
7:48 AM
Civil Dusk
8:23 PM
Northwest Pennyrile
Sunrise
8:08 AM
Sunset
7:51 PM
Civil Dawn
7:42 AM
Civil Dusk
8:17 PM
Southwest Pennyrile
Sunrise
8:09 AM
Sunset
7:53 PM
Civil Dawn
7:43 AM
Civil Dusk
8:19 PM
Barren River
Sunrise
8:05 AM
Sunset
7:49 PM
Civil Dawn
7:39 AM
Civil Dusk
8:15 PM
Louisville Metro
Sunrise
8:03 AM
Sunset
7:46 PM
Civil Dawn
7:36 AM
Civil Dusk
8:12 PM
Lincoln Trail
Sunrise
8:03 AM
Sunset
7:46 PM
Civil Dawn
7:37 AM
Civil Dusk
8:12 PM
Lake Cumberland
Sunrise
7:58 AM
Sunset
7:41 PM
Civil Dawn
7:32 AM
Civil Dusk
8:07 PM
Northern Kentucky
Sunrise
7:58 AM
Sunset
7:40 PM
Civil Dawn
7:32 AM
Civil Dusk
8:07 PM
Inner Bluegrass
Sunrise
7:58 AM
Sunset
7:41 PM
Civil Dawn
7:31 AM
Civil Dusk
8:07 PM
Bluegrass Foothills
Sunrise
7:57 AM
Sunset
7:40 PM
Civil Dawn
7:31 AM
Civil Dusk
8:06 PM
Northeast Kentucky
Sunrise
7:50 AM
Sunset
7:33 PM
Civil Dawn
7:24 AM
Civil Dusk
7:59 PM
Southeast Kentucky
Sunrise
7:52 AM
Sunset
7:36 PM
Civil Dawn
7:26 AM
Civil Dusk
8:02 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.