sweetapricity/bridgedeck-noaa huggingface dataset:
A weak shortwave trough moving across the state aided in the development of showers and thunderstorms across south-central Arizona on the morning of the 14th. With anomalously high amounts of moisture in place, showers and thunderstorms produced locally heavy rainfall which led to some flash flooding. Flash flooding was reported in northern Pinal County near Florence where Maricopa County Flood Control gages recorded over 1.50 of rainfall. Flash flooding was also reported in the Globe area as heavy rainfall over the recent Telegraph burn scar led to enhanced runoff in Pinal Creek. No injuries or damage were reported.

Flash Flood in MARICOPA, ARIZONA
From 14-JUL-21 13:04:00 to 14-JUL-21 14:04:00 (MST-7)
Location: GUADALUPE
Flood cause: Heavy Rain
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Broadcast Media

Images from local broadcast media show a portion of 48th Street in Ahwatukee blocked off due to flooding.

Lightning in MARICOPA, ARIZONA
From 14-JUL-21 05:16:00 to 14-JUL-21 05:16:00 (MST-7)
Location: PHOENIX FARM AERO AR
Property damage: 5.00K
Crop damage: 0.00K
Reported by: Broadcast Media

Lightning was reported to have struck a 3-inch above-ground gas line near 35th Avenue and Durango causing a fire. No injuries were reported.

Flash Flood in PINAL, ARIZONA
From 14-JUL-21 08:32:00 to 14-JUL-21 09:32:00 (MST-7)
Location: MAGMA
Flood cause: Heavy Rain
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Law Enforcement

Heavy rainfall over the Florence area led to flash flooding. According to the Pinal County Sheriff's dispatch, Cooper road between Arizona Farms Road and Judd Road was closed to due running washes. No injuries or damage was reported.

Thunderstorm Wind in MARICOPA, ARIZONA
From 14-JUL-21 04:33:00 to 14-JUL-21 04:33:00 (MST-7)
Location: FENNEMORE
Magnitude: 50.00 EG
Property damage: 50.00K
Crop damage: 0.00K
Reported by: Public

A microburst in the Waddell area resulted in significant damage to a home near 181st Avenue and Orangewood Avenue, including a destroyed patio, the roof partially torn off, and a flag pole bent in half. There were also numerous downed trees reported in this area. No injuries were reported.

Lightning in MARICOPA, ARIZONA
From 14-JUL-21 05:10:00 to 14-JUL-21 05:10:00 (MST-7)
Location: TOLLESON
Property damage: 15.00K
Crop damage: 0.00K
Reported by: Broadcast Media

Lightning was reported to have started a house fire in a neighborhood near 91st Avenue and Lower Buckeye Road. Firefighters discovered a small fire in the attic of the home, which was quickly extinguished. No injuries were reported.

Flash Flood in GILA, ARIZONA
From 14-JUL-21 08:30:00 to 14-JUL-21 09:30:00 (MST-7)
Location: GLOBE
Flood cause: Heavy Rain / Burn Area
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Trained Spotter

Heavy rainfall over the recent Telegraph burn scar led to enhanced runoff into Pinal Creek, which resulted in flash flooding. At 0830MST, a trained weather spotter reported swiftly moving water estimated to be several feet deep flowing over Beer Tree Crossing Road at Pinal Creek in the Globe area. No injuries or damage was reported.
A line of strong to severe storms moved across the northern Piedmont of central North Carolina during the evening in advance of a strong cold front, resulting in several reports of wind damage.

Thunderstorm Wind in FORSYTH, NORTH CAROLINA
From 25-OCT-21 18:02:00 to 25-OCT-21 18:02:00 (EST-5)
Location: KERNERSVILLE
Magnitude: 50.00 EG
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Emergency Manager

One tree was reported down along Bethel Church Road near Durango Drive.

Thunderstorm Wind in FORSYTH, NORTH CAROLINA
From 25-OCT-21 18:05:00 to 25-OCT-21 18:05:00 (EST-5)
Location: KERNERSVILLE
Magnitude: 50.00 EG
Property damage: 2.50K
Crop damage: 0.00K
Reported by: Emergency Manager

One tree and power lines were reported down on Dunlap Avenue.

Thunderstorm Wind in DURHAM, NORTH CAROLINA
From 25-OCT-21 19:56:00 to 25-OCT-21 19:56:00 (EST-5)
Location: MANGUM STORE
Magnitude: 50.00 EG
Property damage: 2.50K
Crop damage: 0.00K
Reported by: 911 Call Center

Power lines were reported down near the intersection of Range Road and Cassam Road.

Thunderstorm Wind in DURHAM, NORTH CAROLINA
From 25-OCT-21 19:55:00 to 25-OCT-21 19:55:00 (EST-5)
Location: MANGUM STORE
Magnitude: 50.00 EG
Property damage: 0.00K
Crop damage: 0.00K
Reported by: 911 Call Center

One tree was reported down near the intersection of Range Road and Hampton Road.

Thunderstorm Wind in DURHAM, NORTH CAROLINA
From 25-OCT-21 20:12:00 to 25-OCT-21 20:12:00 (EST-5)
Location: BETHESDA
Magnitude: 50.00 EG
Property damage: 0.00K
Crop damage: 0.00K
Reported by: 911 Call Center

One tree was reported down near the intersection of Leesville Road and Doc Nichols Road.
In a moisture rich environment, with above normal PWATs and high mixing ratios, slow-moving thunderstorms in the the morning of the 10th produced very heavy rainfall, with rain rates upwards of 2 to 2.5 inches per hour, leading to localized flash flooding in parts of Maricopa and Pinal counties. Impacts included flowing washes and even a flooded exit ramp in Chandler.

Flash Flood in MARICOPA, ARIZONA
From 10-AUG-21 08:25:00 to 10-AUG-21 11:00:00 (MST-7)
Location: NORTONS CORNER
Flood cause: Heavy Rain
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Department of Highways

Loop 202 westbound exit ramp to Gilbert Road in Chandler was closed due to flooding. Nearby Chandler Airport measured 2.68 inches of rain from approximately 0700MST to 0900MST with 2.13 inches falling in 1 hour. The exit ramp did not re-open until around 1100MST. No injuries or damages were reported.

Flash Flood in PINAL, ARIZONA
From 10-AUG-21 12:10:00 to 10-AUG-21 15:00:00 (MST-7)
Location: LIRIM
Flood cause: Heavy Rain
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Mesonet

A streamflow gage on Vekol Wash at Ralston Road experienced a 2 foot rise in roughly 25 to 30 minutes, from 0.15 feet at 1154MST to 2.14 feet at 1220MST. A webcam from the gage showed Ralston Road was impassable to traffic. The flood waters originated several miles upstream from thunderstorms just south of Interstate-8 (I-8) near the Pinal and Maricopa county border. A streamflow gage on Vekol wash near I-8 also registered a 2 foot rise in roughly 1 hour, from 4.95 feet (base value) at 0720MST to 6.94 feet (crest) at 0816MST. Radar estimated rainfall in the area of Vekol wash and I-8 was around 1 inch. Flood waters took roughly 4 hours to travel from I-8 to Ralston Road. Although not reported, Val Vista Road, Peters and Nall Road, and Farrell Road may have also experienced impacts. No damages or injuries were reported.
An upper level ridge situated over much of the western United States at the end of July led to heat that resulted in several fatalities. One of these fatalities included a woman visiting from Boston who died after becoming overheated while hiking on Camelback Mountain. According to the Maricopa County Department of Public Health, a total of 7 heat-associated fatalities occurred during this time.

Heat in CENTRAL PHOENIX, ARIZONA
From 29-JUL-21 17:00:00 to 29-JUL-21 17:00:00 (MST-7)
Property damage: 0.00K
Crop damage: 0.00K
Reported by: County Official

One direct fatality was reported by the Maricopa County Department of Public Health, with their details, such as age, gender, circumstances, and exact location unavailable.

Heat in CENTRAL PHOENIX, ARIZONA
From 28-JUL-21 17:00:00 to 28-JUL-21 17:00:00 (MST-7)
Property damage: 0.00K
Crop damage: 0.00K
Reported by: County Official

Two indirect fatalities were reported by the Maricopa County Department of Public Health, with their details, such as age, gender, circumstances, and exact location unavailable.

Heat in NORTH PHOENIX/GLENDALE, ARIZONA
From 30-JUL-21 17:00:00 to 30-JUL-21 17:00:00 (MST-7)
Property damage: 0.00K
Crop damage: 0.00K
Reported by: County Official

One indirect fatality was reported by the Maricopa County Department of Public Health, with their details, such as age, gender, circumstances, and exact location unavailable.

Heat in SCOTTSDALE/PARADISE VALLEY, ARIZONA
From 30-JUL-21 13:00:00 to 30-JUL-21 17:00:00 (MST-7)
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Broadcast Media

A 31-year-old woman visiting from Boston went hiking with a man on Echo Canyon Trail on Camelback Mountain around 1PM MST. The woman became overheated about halfway up the trail and decided to turn around and go back down, while the man continued up the trail. The woman was later discovered and pronounced dead near a home next to the mountain after she was believed to be seeking help. The man and woman were reportedly hiking without any water.

Heat in CENTRAL PHOENIX, ARIZONA
From 27-JUL-21 17:00:00 to 27-JUL-21 17:00:00 (MST-7)
Property damage: 0.00K
Crop damage: 0.00K
Reported by: County Official

Two indirect fatalities were reported by the Maricopa County Department of Public Health, with their details, such as age, gender, circumstances, and exact location unavailable.
With cold air in place, a moist air mass moved over the lower elevations of north Central Idaho producing a period of moderate to heavy snowfall.

Winter Weather in OROFINO / GRANGEVILLE REGION, IDAHO
From 23-NOV-21 06:00:00 to 23-NOV-21 11:00:00 (PST-8)
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Emergency Manager

Moderate to heavy snow fell during the morning commute. The emergency manager stated that the school buses were delayed on their morning routes. Additionally, a spotter reported multiple cases of vehicle slide offs. Snow amounts ranged from 1 to 2 inches at Orofino to as high as 4.6 inches at Woodland, ID.
Widespread blowing snow led to a prolonged closure of US-95 from Whitebird Hill to Grangeville to Cottonwood.

Winter Storm in OROFINO / GRANGEVILLE REGION, IDAHO
From 18-DEC-21 18:00:00 to 19-DEC-21 08:00:00 (PST-8)
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Department of Highways

South wind gusts in excess of 50 mph led to widespread blowing snow across the Camas Prairie in the vicinity of Grangeville. US-95 was closed from 617 pm on December 18th through the morning hours of December 19th. A period of moderate to heavy snow impacted Frei Hill and Greer Grade during the December 19th morning commute.
A moist, unstable environment supported the development of strong thunderstorms across the high terrain of eastern Arizona during the afternoon on the 16th. These thunderstorms progressed toward the west before sending out a strong outflow boundary across the lower deserts of south-central Arizona, resulting in areas of dense blowing dust. Reports of visibility less than a quarter mile were reported north of Maricopa. No accidents were reported.

Dust Storm in NORTHWEST PINAL COUNTY, ARIZONA
From 16-JUL-21 18:45:00 to 16-JUL-21 19:10:00 (MST-7)
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Department of Highways

The Arizona Department of Transportation traffic cameras showed dense blowing dust reducing visibility below a quarter mile along SR 347 north of Maricopa near Cement Plant Road and Riggs Road. No accidents were reported.
A weakening inverted trough over northern Sonora along with an upper level jet positioned along the West Coast provided the necessary forcing needed to get thunderstorm development during the afternoon and evening across southwest Arizona on the 30th. Deep moisture in place allowed for thunderstorms to produce locally heavy rainfall, which resulted in multiple instances of flash flooding. Some thunderstorms became strong to severe, resulting in damaging wind gusts in Yuma. Additional thunderstorm development occurred across south-central Arizona late in the evening with some becoming strong to severe. No injuries were reported.

Thunderstorm Wind in MARICOPA, ARIZONA
From 30-JUL-21 20:49:00 to 30-JUL-21 20:49:00 (MST-7)
Location: TONOPAH
Magnitude: 50.00 EG
Property damage: 60.00K
Crop damage: 0.00K
Reported by: Law Enforcement

The Arizona Department of Public Safety reported that four tractor trailers were blown over on I-10 west of Tonopah due to strong winds from severe thunderstorms in the area. Injuries associated with this event are unknown.

Thunderstorm Wind in YUMA, ARIZONA
From 30-JUL-21 17:40:00 to 30-JUL-21 17:40:00 (MST-7)
Location: GADSDEN
Magnitude: 50.00 EG
Property damage: 4.00K
Crop damage: 0.00K
Reported by: Trained Spotter

A trained weather spotter reported that an unknown number of power poles were down due to severe thunderstorms. Location and timing was estimated from radar and the APS power outage map. Radar estimated winds between 50-60 mph in the area. No injuries were reported.

Thunderstorm Wind in YUMA, ARIZONA
From 30-JUL-21 17:40:00 to 30-JUL-21 17:40:00 (MST-7)
Location: SOMERTON
Magnitude: 50.00 EG
Property damage: 4.00K
Crop damage: 0.00K
Reported by: Trained Spotter

A trained weather spotter reported that an unknown number of power poles were down due to severe thunderstorms. Timing was estimated from radar and the APS outage map. Radar estimated winds between 50-60 mph in the area. No injuries were reported.
Thunderstorms developed along the Mogollon Rim during the afternoon hours before pushing through Gila County by late afternoon and early evening. Additional thunderstorms developed along terrain features over the Telegraph burn scar, producing heavy rainfall over the area. This heavy rainfall resulted in downstream flash flooding in Russell Gulch. No damage or injuries were reported.

Flash Flood in GILA, ARIZONA
From 08-JUL-21 18:40:00 to 08-JUL-21 19:40:00 (MST-7)
Location: LITTLE ACRES
Flood cause: Heavy Rain / Burn Area
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Emergency Manager

Emergency management reported flash flooding in Russell Gulch that resulted in a low water crossing being closed near a medical center due to flooding. A bridge near the medical center came close to overtopping. Water also spilled out of a channel near a public works yard. No damage or injuries were reported.
A complex of showers and thunderstorms developed during the early morning hours of June 7th across Northwest Texas, and shifted east-southeast across North Texas throughout the morning, ahead of a shortwave trough that ejected east beneath an upper low pressure system that had begun to lift north across Southeast Oklahoma and Western Arkansas. The air mass ahead of this complex of storms across the Ark-La-Tex warmed considerably throughout the day, resulting in moderately unstable conditions within a marginally sheared environment. Thus, the storms intensified as they entered East Texas and remained severe and they progressed east across Southern Arkansas and North Louisiana. Trees and power lines were downed throughout the path of these storms across East Texas, North Louisiana, and Southwest Arkansas, before exiting the region during the late afternoon hours. This complex of storms produced a large Mesoscale Convective Vortex (MCV) as it shifted across Northeast Texas into Southwest Arkansas during the late afternoon and early evening, which focused an area of heavy rainfall across McCurtain County Oklahoma during the evening. Rainfall totals of 3-5 inches fell across this area, resulting in flash flooding with multiple roads flooded and closed and vehicles stalled in the high water. These storms finally exited the region and diminished with the passage of these upper level disturbances, before additional storms redeveloped along a remnant surface boundary over Southeast Oklahoma and the northern sections of Southwest Arkansas during the early morning hours of June 8th, resulting in additional flash flooding.

Flash Flood in MCCURTAIN, OKLAHOMA
From 07-JUN-21 20:00:00 to 07-JUN-21 21:13:00 (CST-6)
Location: BROKEN BOW
Flood cause: Heavy Rain
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Law Enforcement

Several roads were flooded and closed due to swift moving water over the roadways. Several vehicles were stalled and abandoned in the high water.
Strong winds were observed across portions of Oklahoma behind a strong storm system exiting to the east during the late morning through the afternoon of the 28th.

High Wind in WOODS, OKLAHOMA
From 28-OCT-21 11:15:00 to 28-OCT-21 11:15:00 (CST-6)
Magnitude: 58.00 MG
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Mesonet

High Wind in GARFIELD, OKLAHOMA
From 28-OCT-21 14:09:00 to 28-OCT-21 14:09:00 (CST-6)
Magnitude: 50.00 MG
Property damage: 0.00K
Crop damage: 0.00K
Reported by: AWOS

High Wind in OKLAHOMA, OKLAHOMA
From 28-OCT-21 11:37:00 to 28-OCT-21 11:37:00 (CST-6)
Magnitude: 50.00 MG
Property damage: 0.00K
Crop damage: 0.00K
Reported by: ASOS

High Wind in WOODS, OKLAHOMA
From 28-OCT-21 15:15:00 to 28-OCT-21 15:15:00 (CST-6)
Magnitude: 64.00 MG
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Mesonet

High Wind in JEFFERSON, OKLAHOMA
From 28-OCT-21 15:40:00 to 28-OCT-21 15:40:00 (CST-6)
Magnitude: 65.00 EG
Property damage: 10.00K
Crop damage: 0.00K
Reported by: Broadcast Media

Roof damage occurred at Waurika High School.

High Wind in WOODS, OKLAHOMA
From 28-OCT-21 08:20:00 to 28-OCT-21 09:20:00 (CST-6)
Magnitude: 54.00 MG
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Mesonet

High Wind in GRADY, OKLAHOMA
From 28-OCT-21 12:50:00 to 28-OCT-21 12:50:00 (CST-6)
Magnitude: 50.00 MG
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Mesonet
A dryline and strong upper trough combined to produce numerous thunderstorms during the evening and overnight period of the 26th into the 27th. Storms produced isolated severe wind gusts across portions of western north Texas.

Thunderstorm Wind in FOARD, TEXAS
From 26-OCT-21 19:53:00 to 26-OCT-21 19:53:00 (CST-6)
Location: CROWELL
Magnitude: 57.00 MG
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Mesonet

Thunderstorm Wind in HARDEMAN, TEXAS
From 26-OCT-21 20:27:00 to 26-OCT-21 20:27:00 (CST-6)
Location: MEDICINE MOUND
Magnitude: 63.00 MG
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Emergency Manager
A dryline and strong upper trough combined to produce numerous thunderstorms during the evening and overnight period of the 26th into the 27th. Storms produced isolated extreme wind gusts early in the event, with sporadic wind damage and a tornado then reported in central Oklahoma.

Hail in ROGER MILLS, OKLAHOMA
From 26-OCT-21 19:17:00 to 26-OCT-21 19:17:00 (CST-6)
Location: ROLL
Magnitude: 1.00 
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Emergency Manager

Hail in DEWEY, OKLAHOMA
From 26-OCT-21 20:23:00 to 26-OCT-21 20:23:00 (CST-6)
Location: VICI
Magnitude: 1.00 
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Trained Spotter

Tornado in CANADIAN, OKLAHOMA
From 26-OCT-21 22:54:00 to 26-OCT-21 22:54:00 (CST-6)
Location: UNION CITY
Tornado F-scale: EF0
Property damage: 5.00K
Crop damage: 0.00K
Reported by: Emergency Manager

A weak tornado from a QLCS (Quasi-Linear Convective System) produced a brief, weak tornado that damaged trees and two barns on the south and southeast side of Union City.

Thunderstorm Wind in CLEVELAND, OKLAHOMA
From 26-OCT-21 23:45:00 to 26-OCT-21 23:45:00 (CST-6)
Location: LAKE THUNDERBIRD DAM
Magnitude: 78.00 EG
Property damage: 2.00K
Crop damage: 0.00K
Reported by: Public

A large oak tree was snapped about 3 feet above the ground south of 96th Avenue NE and Tecumseh Road.

Tornado in ROGER MILLS, OKLAHOMA
From 26-OCT-21 19:55:00 to 26-OCT-21 19:55:00 (CST-6)
Location: ANGORA
Tornado F-scale: EFU
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Storm Chaser

A storm chaser near Leedey observed a tornado estimated to be about 8 miles west-northwest of Leedey (or about 16 miles east-northeast of Roll). No damage was reported.

Tornado in CLEVELAND, OKLAHOMA
From 26-OCT-21 23:36:00 to 26-OCT-21 23:45:00 (CST-6)
Location: NORMAN
Tornado F-scale: EF1
Property damage: 25.00K
Crop damage: 0.00K
Reported by: NWS Storm Survey

A tornado from a QLCS (quasi-linear convective system) storm developed in northeast Norman about a half mile northwest of 24th Avenue NE and Rock Creek Road, and moved generally northeast into southwest Oklahoma City dissipating northwest of SE 164th Street and Anderson Road. The damage was most intense from a half mile south to about a half mile east of the intersection of 36th Avenue NE and Franklin Road where the tornado produced roof damage to two barns, and damaged the soffit to a carport at a home. Otherwise, the tornado produced damage primarily to trees along the path.
An unseasonably warm and moist airmass was in place across the region ahead of a powerful upper wave moving out of the 4 corners region. This led to the development of numerous severe thunderstorms across Oklahoma and Texas during the afternoon and evening of the 10th. Several severe wind gusts and large hail were reported with storms across western north Texas.

Hail in WICHITA, TEXAS
From 10-OCT-21 17:52:00 to 10-OCT-21 17:52:00 (CST-6)
Location: BURKBURNETT
Magnitude: 1.00 
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Trained Spotter

Thunderstorm Wind in WICHITA, TEXAS
From 10-OCT-21 17:50:00 to 10-OCT-21 17:50:00 (CST-6)
Location: BURKBURNETT
Magnitude: 70.00 EG
Property damage: 25.00K
Crop damage: 0.00K
Reported by: NWS Employee

Numerous trees downed, a couple of trees on homes, several buildings with moderate to major damage, nearly a dozen campers/trailers damaged.

Thunderstorm Wind in WICHITA, TEXAS
From 10-OCT-21 17:49:00 to 10-OCT-21 17:49:00 (CST-6)
Location: BURKBURNETT
Magnitude: 56.00 MG
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Trained Spotter
Strong to severe ordinary thunderstorms developed in northern Pima and far southwest Pinal county in the afternoon. The storms produced strong downbursts that congealed into one strong northward-moving outflow boundary that generated blowing dust. There were multiple reports of dense blowing from the Stanfield area to Casa Grande in Pinal county.

Dust Storm in NORTHWEST PINAL COUNTY, ARIZONA
From 06-AUG-21 18:10:00 to 06-AUG-21 19:10:00 (MST-7)
Crop damage: 0.00K
Reported by: Trained Spotter

A video and photo showed visibility dropping below 1/4 mile visibility in dust channels along Interstate-8 near the Stanfield exit. Additionally, a spotter in Casa Grande shared a photo of less than 1/4 mile visibility in blowing dust. Timing estimated from radar. No damages or injuries were reported.