sweetapricity/bridgedeck-noaa huggingface dataset:
An approaching cold front caused numerous thunderstorms, several of which became strong to marginally severe producing sporadic wind damage.

Thunderstorm Wind in CHARLES, MARYLAND
From 10-AUG-22 15:09:00 to 10-AUG-22 15:09:00 (EST-5)
Location: BRYANTOWN
Magnitude: 50.00 EG
Property damage: 8.00K
Reported by: 911 Call Center

Several trees, large tree limbs, and wires blew down near Bryantown, including on Billingsley Road near MD-5 Leonardtown Road.

Thunderstorm Wind in MONTGOMERY, MARYLAND
From 10-AUG-22 15:46:00 to 10-AUG-22 15:46:00 (EST-5)
Location: KEMP MILL
Magnitude: 50.00 EG
Property damage: 2.00K
Reported by: Department of Highways

Trees blew down on eastbound I-495 Capital Beltway Inner Loop before US-29 Colesville Road.

Thunderstorm Wind in PRINCE GEORGE'S, MARYLAND
From 10-AUG-22 16:05:00 to 10-AUG-22 16:05:00 (EST-5)
Location: BERWYN
Magnitude: 48.00 EG
Property damage: 1.00K
Reported by: Trained Spotter

A large tree was reported down near a creek near University Park.

Thunderstorm Wind in ANNE ARUNDEL, MARYLAND
From 10-AUG-22 16:43:00 to 10-AUG-22 16:43:00 (EST-5)
Location: CROFTON
Magnitude: 50.00 EG
Property damage: 2.00K
Reported by: Department of Highways

Trees blew down near the intersection of MD-424 Davidsonville Road and MD-450 Defense Highway.

Thunderstorm Wind in ANNE ARUNDEL, MARYLAND
From 10-AUG-22 16:52:00 to 10-AUG-22 16:52:00 (EST-5)
Location: RUTLAND
Magnitude: 52.00 EG
Property damage: 10.00K
Reported by: 911 Call Center

At least half a dozen trees blew down along MD-450 Defense Highway near Crownsville near the intersection with Huntwood Drive.

Thunderstorm Wind in ANNE ARUNDEL, MARYLAND
From 10-AUG-22 16:55:00 to 10-AUG-22 16:55:00 (EST-5)
Location: RIVA
Magnitude: 50.00 EG
Property damage: 2.00K
Reported by: 911 Call Center

Trees blew down on MD-214 Central Avenue near Rolling Road.

Thunderstorm Wind in CALVERT, MARYLAND
From 10-AUG-22 17:38:00 to 10-AUG-22 17:38:00 (EST-5)
Location: CALVERT BEACH
Magnitude: 39.00 EG
Property damage: 1.00K
Reported by: 911 Call Center

A tree was reported down on Arbor Circle.

Thunderstorm Wind in ST. MARY'S, MARYLAND
From 10-AUG-22 17:44:00 to 10-AUG-22 17:44:00 (EST-5)
Location: DRAYDEN
Magnitude: 48.00 EG
Property damage: 1.00K
Reported by: 911 Call Center

A tree was reported down near the intersection of Drayden Road and Cherryfield Road.

Thunderstorm Wind in PRINCE GEORGE'S, MARYLAND
From 10-AUG-22 16:14:00 to 10-AUG-22 16:14:00 (EST-5)
Location: GLEN DALE
Magnitude: 52.00 EG
Property damage: 5.00K
Reported by: Department of Highways

Several trees blew down along MD-564 Lanham Severn Road near Woodstream Drive. A tree blew down on southbound MD-295 Baltimore-Washington Parkway near MD-193 Greenbelt Road.

Thunderstorm Wind in ANNE ARUNDEL, MARYLAND
From 10-AUG-22 16:38:00 to 10-AUG-22 16:38:00 (EST-5)
Location: MARLEY
Magnitude: 52.00 EG
Property damage: 6.00K
Reported by: 911 Call Center

Several trees blew down on the south side of Glen Burnie.
An isolated thunderstorm developed directly over the Hart (Castro County) mesonet during the early morning hours of the 5th.  It began to collapse over the mesonet leading to a severe wind gust.

Thunderstorm Wind in CASTRO, TEXAS
From 05-AUG-22 04:40:00 to 05-AUG-22 04:40:00 (CST-6)
Location: HART
Magnitude: 54.00 MG
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Mesonet

A Texas Tech University West Texas mesonet site near Hart measured a severe wind gust of 62 mph.
A monsoonal fetch of mid-level moisture remained over the forecast area on the afternoon and evening of the 10th which allowed for isolated to scattered thunderstorms to develop. A relatively dry sub-cloud layer allowed one of these storms to produce severe downburst winds near Paducah (Cottle County).

Thunderstorm Wind in COTTLE, TEXAS
From 10-AUG-22 17:58:00 to 10-AUG-22 17:59:00 (CST-6)
Location: NARCISSO
Magnitude: 56.00 MG
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Mesonet

A Texas Tech University West Texas mesonet site near Paducah measured severe wind gusts between 1758 CST and 1759 CST. The peak gust measured during this time was 65 mph at 1758 CST.
A cluster of severe thunderstorms with widespread damaging winds affected the Evansville area. The storms initially formed over Illinois and west central Indiana along the residual outflow boundary left by an early morning thunderstorm complex. The atmosphere was very unstable during the late afternoon and early evening, when peak mixed-layer capes approached 4000 J/kg. Once the storms formed an organized cold pool, new thunderstorms developed on the western flank of the storm complex as an unstable southwest wind flow was lifted over the cold pool.

Thunderstorm Wind in VANDERBURGH, INDIANA
From 01-AUG-22 17:50:00 to 01-AUG-22 18:05:00 (CST-6)
Location: DARMSTADT
Magnitude: 59.00 MG
Property damage: 100.00K
Crop damage: 0.00K
Reported by: Trained Spotter

Widespread damaging winds from 60 to 70 mph swept across the Evansville metropolitan area from north to south. A few businesses suffered roof  damage. Hundreds of trees were snapped, uprooted, or had large branches broken. Some of the trees landed across power lines. Some downed trees blocked roads. Numerous power outages occurred. Up to 28,000 electric customers in and near Evansville were without power in the aftermath of the storm. The first report of a downed tree and power lines was about ten miles north of downtown Evansville, or three miles northeast of Darmstadt. Tree damage became more widespread as the storms moved across the north side of the Evansville metro area and then across downtown Evansville. A peak wind gust of 68 mph was measured by the Evansville airport automated observing system. The duration of wind gusts above 60 mph lasted for at least four minutes at the airport. There was an unofficial measured gust of 62 mph a couple miles south of Darmstadt.

Thunderstorm Wind in VANDERBURGH, INDIANA
From 01-AUG-22 18:06:00 to 01-AUG-22 18:15:00 (CST-6)
Location: EVANSVILLE
Magnitude: 65.00 EG
Property damage: 150.00K
Crop damage: 0.00K
Reported by: Public

Widespread damaging winds continued their path through the metropolitan area. Areas  east and southeast of downtown Evansville received considerable tree damage. The most intense wind damage was in and around Wesselman Park, which is located just east of downtown Evansville. Winds estimated near 75 mph downed numerous trees in that area. The roof of an athletic building at the park was damaged. A trained spotter estimated winds gusted to 65 mph just southeast of downtown.
Scattered thunderstorms developed during the heat of the day ahead of a cold front. One of these storms produced a damaging microburst, and another caused flash flooding of roads. The cold front trailed southwest from a low pressure center over the Great Lakes region across northern Illinois and central Missouri.

Thunderstorm Wind in LYON, KENTUCKY
From 29-AUG-22 12:46:00 to 29-AUG-22 12:46:00 (CST-6)
Location: KUTTAWA
Magnitude: 61.00 EG
Property damage: 50.00K
Crop damage: 0.00K
Reported by: Emergency Manager

Multiple trees were down. Significant damage was reported at Iron Hill Campground just southwest of Kuttawa. A woman was briefly trapped, but another resident freed her and she was not injured. Some homes and golf carts in the campground were damaged by fallen trees and limbs.

Flash Flood in HOPKINS, KENTUCKY
From 29-AUG-22 13:59:00 to 29-AUG-22 15:45:00 (CST-6)
Location: MADISONVILLE
Flood cause: Heavy Rain
Property damage: 5.00K
Crop damage: 0.00K
Reported by: Trained Spotter

Significant flash flooding was reported in the Madisonville area. Flooding was reported over a portion of Interstate 69 at exit 116. Flooding in town resulted in one stalled vehicle.
Isolated thunderstorms formed during the heat of the afternoon. There was very little in the way of large-scale forcing for storms to develop, and the storm updrafts were not particularly strong based on radar observations. One of the storms produced a microburst.

Thunderstorm Wind in STODDARD, MISSOURI
From 26-AUG-22 15:21:00 to 26-AUG-22 15:21:00 (CST-6)
Location: DEXTER
Magnitude: 65.00 EG
Property damage: 65.00K
Crop damage: 0.00K
Reported by: Emergency Manager

A tree fell onto a house. Shingles were blown off another house. The roof was blown off of one business. Power lines were down in at least six different locations in town. About 3500 customers were without power.
A potent low-pressure system impacted the region during the afternoon and evening hours of May 30th. Wind damage was reported in portions of southeastern North Dakota.

Thunderstorm Wind in RICHLAND, NORTH DAKOTA
From 30-MAY-22 19:12:00 to 30-MAY-22 19:12:00 (CST-6)
Location: MOORETON
Magnitude: 61.00 EG
Reported by: Public

Several 4 to 8-inch tree branches were broken around town.

Thunderstorm Wind in RICHLAND, NORTH DAKOTA
From 30-MAY-22 19:18:00 to 30-MAY-22 19:18:00 (CST-6)
Location: WOODHULL
Magnitude: 51.00 MG
Reported by: Mesonet

Peak wind was measured at an NDAWN station.

Hail in RICHLAND, NORTH DAKOTA
From 30-MAY-22 19:37:00 to 30-MAY-22 19:37:00 (CST-6)
Location: ENLOE
Magnitude: 0.88 
Reported by: Trained Spotter
A surface front moved little during the evening of the 13th through predawn hours on the morning of the 14th. The front remained draped southeastward from far-southwest Lower MI and far-northeast IN, through northern OH, and into southwest PA. This front separated a very warm, humid, and unstable air mass to its southwest from a cooler, drier, and stable air mass to its northeast. Two lines of multicell thunderstorms developed and evolved southeastward along this front.
The first squall line impacted far-southwestern Lake Erie during the late evening of the 13th and generated a couple of gale-force to storm-force peak convective gusts along the northwest OH shore. A second squall line affected far-western and southwestern Lake Erie during the predawn hours on the morning of the 14th and generated another gale-force peak convective gust along the northwest OH shore. Both squall lines occurred along a tight northeast-to-southwest gradient in MUCAPE accompanying the front and amidst primarily weak to moderate MUCAPE over and near western Lake Erie. These thunderstorms also took advantage of moderate DCAPE and moderate to strong effective bulk shear.

Marine Thunderstorm Wind in THE ISLANDS TO VERMILION OH, LAKE ERIE
From 13-JUN-22 21:52:00 to 13-JUN-22 21:52:00 (EST-5)
Location: VERMILION
Magnitude: 51.00 MG
Property damage: 0.00K
Crop damage: 0.00K
Reported by: C-MAN Station

Huron Light C-MAN Station (HHLO1) recorded a peak gust of 59 mph from a passing thunderstorm.

Marine Thunderstorm Wind in RENO BEACH TO THE ISLANDS OH, LAKE ERIE
From 14-JUN-22 01:28:00 to 14-JUN-22 01:28:00 (EST-5)
Location: THE ISLANDS
Magnitude: 36.00 MG
Property damage: 0.00K
Crop damage: 0.00K
Reported by: AWOS

Port Clinton Airport AWOS recorded a peak gust of 41 mph from a passing thunderstorm.

Marine Thunderstorm Wind in THE ISLANDS TO VERMILION OH, LAKE ERIE
From 13-JUN-22 21:40:00 to 13-JUN-22 21:40:00 (EST-5)
Location: THE ISLANDS
Magnitude: 45.00 MG
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Buoy

Buoy just west of the northern tip of the Cedar Point Peninsula recorded a peak gust of 52 mph from a passing thunderstorm.
A cold front brought precipitation to Simpson County on April 11 and 12th. This caused West Fork Drake Creek to rise and flow over a bridge on Saddler Ford Road. A driver tried to cross the bridge, but flowing water pushed his vehicle off the bridge, killing him.

Flood in SIMPSON, KENTUCKY
From 12-APR-22 06:53:00 to 12-APR-22 07:00:00 (CST-6)
Location: HILLSDALE
Flood cause: Heavy Rain
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Broadcast Media

At approximately 7:55 PM CDT, Kentucky State Police received a call from a 41 year old male. He stated he was trying to drive over Saddler Ford Bridge, but his 2013 Ford pick-up was being swept off the bridge. The emergency manager later stated that the driver disregarded warning signs and barricades that were set up before the bridge warning drivers of the flowing water over the bridge. The man's body was found around a mile downstream the following day.
Spring snowmelt, record April precipitation and frequent May rain events led to strong hydrologic responses within the Rainy Lake basin. Namakan Lake, Kabetogama Lake and Rainy Lake rose above the flood of record during the months of May and June before subsiding in July and returning to levels closer to normal. These high lake levels led to significant damage to homes and businesses along the shoreline along with docks and other related structures. Additionally, some roads were covered in water with one being temporarily raised to maintain access to a few resorts. In addition to the costs of the damage itself, many resorts in the area suffered from lost revenue by having to close during the beginning of peak tourist season in the area.

Flood in ST. LOUIS, MINNESOTA
From 10-MAY-22 13:00:00 to 31-MAY-22 23:59:00 (CST-6)
Location: WINTON
Flood cause: Heavy Rain / Snow Melt
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Emergency Manager

Above normal snowfall for the 2021-2022 season was observed across northern portions of Koochiching and St. Louis counties and much of that remained on the ground into April. Heavy rainfall then fell on top of that above normal snowpack at the end of April and sent abnormally high amounts of runoff into the Rainy River Basin leading to rises on Rainy Lake. International Falls experienced their wettest April on record, helping to set the stage for the flooding. By the end of May, the level of Rainy Lake reached 1112.4 feet which was 12 inches above the 2014 peak level and 7 inches below the all-time record set in 1950. The level of Namakan Lake and Kabatogama Lake reached 1122.2 feet which was 20.5 inches above the 2014 peak level and 7 inches below the all-time record set in 1916. The high lake levels led to extensive damage to properties adjacent to the water along with damage to docks and other infrastructure. Lake levels would continue to rise into June.

Flood in KOOCHICHING, MINNESOTA
From 10-MAY-22 13:00:00 to 31-MAY-22 23:59:00 (CST-6)
Location: INTERNATIONAL FALLS
Flood cause: Heavy Rain / Snow Melt
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Emergency Manager

Above normal snowfall for the 2021-2022 season was observed across northern portions of Koochiching and St. Louis counties and much of that remained on the ground into April. Heavy rainfall then fell on top of that above normal snowpack at the end of April and sent abnormally high amounts of runoff into the Rainy River Basin leading to rises on Namakan Lake and Kabetogama Lake. International Falls experienced their wettest April on record, helping to set the stage for the flooding. By the end of May, the level of Rainy Lake reached 1112.4 feet which was 12 inches above the 2014 peak level and 7 inches below the all-time record set in 1950. The high lake levels led to extensive damage to properties adjacent to the water along with damage to docks and other infrastructure. Lake levels would continue to rise into June.
Hot temperatures and high humidity provided an early season heat episode across portions of the Coastal Bend into the Brush Country from the 7th to the 9th. Heat index values increase to around 114 degrees on the 7th and the 9th.

Heat in INLAND KLEBERG COUNTY, TEXAS
From 07-MAY-22 14:00:00 to 07-MAY-22 18:00:00 (CST-6)
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Official NWS Observations

Heat index values increase to above 110 degrees during the afternoon with maximum reading up to 114 degrees.

Heat in JIM WELLS, TEXAS
From 08-MAY-22 14:00:00 to 08-MAY-22 18:00:00 (CST-6)
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Official NWS Observations

Heat index values increase to above 110 degrees during the afternoon.

Heat in LA SALLE, TEXAS
From 08-MAY-22 14:00:00 to 08-MAY-22 18:00:00 (CST-6)
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Official NWS Observations

Heat index values increase to above 110 degrees during the afternoon.

Heat in WEBB, TEXAS
From 09-MAY-22 13:00:00 to 09-MAY-22 18:00:00 (CST-6)
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Official NWS Observations

Heat index values increase to above 110 degrees during the afternoon with maximum reading around 114 degrees.

Heat in WEBB, TEXAS
From 07-MAY-22 14:00:00 to 07-MAY-22 18:00:00 (CST-6)
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Official NWS Observations

Heat index values increase to above 110 degrees during the afternoon.

Heat in JIM WELLS, TEXAS
From 07-MAY-22 14:00:00 to 07-MAY-22 18:00:00 (CST-6)
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Official NWS Observations

Heat index values increase to above 110 degrees during the afternoon with maximum reading up to 114 degrees.

Heat in WEBB, TEXAS
From 08-MAY-22 14:00:00 to 08-MAY-22 18:00:00 (CST-6)
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Official NWS Observations

Heat index values increase to above 110 degrees during the afternoon with maximum reading around 112 degrees.
A multi-cluster batch of showers and thunderstorms produced heavy rainfall that resulted in multiple flash flood reports and also produced a few damaging wind reports across eastern New York during the afternoon and evening hours of May 15, 2022.

Flash Flood in ALBANY, NEW YORK
From 15-MAY-22 15:06:00 to 15-MAY-22 17:15:00 (EST-5)
Location: SLINGERLANDS ARPT
Flood cause: Heavy Rain
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Trained Spotter

Numerous roads were flooded and impassable in the town of Guilderland including Kennewyck Circle Dr., Shaw Road, and Cuyler Court.

Flash Flood in ALBANY, NEW YORK
From 15-MAY-22 15:10:00 to 15-MAY-22 17:15:00 (EST-5)
Location: WESTMERE
Flood cause: Heavy Rain
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Trained Spotter

Sinkhole was spotted on Western Ave as a result of flash flooding.

Flash Flood in ALBANY, NEW YORK
From 15-MAY-22 15:20:00 to 15-MAY-22 17:15:00 (EST-5)
Location: ALBANY
Flood cause: Heavy Rain
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Law Enforcement

Street flooding and possible road closures were reported within the vicinity of Daytona Ave, Western Ave, and South Manning Blvd in the City of Albany.

Flood in SCHENECTADY, NEW YORK
From 15-MAY-22 14:36:00 to 15-MAY-22 17:15:00 (EST-5)
Location: SCOTIA
Flood cause: Heavy Rain
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Social Media

Flooding was reported on some streets in the Village of Scotia.

Thunderstorm Wind in ALBANY, NEW YORK
From 15-MAY-22 14:48:00 to 15-MAY-22 14:48:00 (EST-5)
Location: ALBANY
Magnitude: 50.00 EG
Reported by: Law Enforcement

A tree was reported down on Park Place Ave.

Thunderstorm Wind in ALBANY, NEW YORK
From 15-MAY-22 14:55:00 to 15-MAY-22 14:55:00 (EST-5)
Location: ALBANY
Magnitude: 50.00 EG
Reported by: Law Enforcement

Law enforcement reported large tree limbs and wires down.

Debris Flow in HERKIMER, NEW YORK
From 15-MAY-22 11:50:00 to 15-MAY-22 13:00:00 (EST-5)
Location: EAST FRANKFORT
Flood cause: Heavy Rain
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Trained Spotter

Bell Hill Road was closed in the town of German Flatts due to a mud and rock slide from heavy rainfall.

Thunderstorm Wind in RENSSELAER, NEW YORK
From 15-MAY-22 15:55:00 to 15-MAY-22 15:55:00 (EST-5)
Location: JACKS CORNERS
Magnitude: 50.00 EG
Reported by: Department of Highways

Route 20 EB/WB was closed at Jefferson Hill Rd due to a downed tree and wires.
While this six-county North Central Kansas area missed out on the more impactful severe weather that struck nearby counties in south Central Nebraska along with northeast and northwest Kansas on this Tuesday evening, there were a few marginally-severe wind gusts along the leading edge of a west-east oriented linear complex that tracked through much of the area from northwest-to-southeast between 9:30 p.m. and midnight CDT. The majority of local sensors clocked sub-severe wind gusts up to around 50-55 MPH, but unofficial mesonets measured gusts of 61-63 MPH in the Kirwin and Jewell areas, and estimated 60 MPH winds in Glade downed several tree limbs (this was the only known ground-truth damage).
This linear system first slipped into the local area into Phillips, Smith and far northern Jewell counties between 9:30-10:00 p.m. CDT after recently developing in south central Nebraska. Over the next few hours, the complex gradually shifted south-southeastward across most of the remainder of North Central Kansas, but fortunately the most intense bowing/QLCS segment anchored to the east side of the line narrowly avoided local counties as it charged out of south central Nebraska into northeast Kansas. By midnight CDT the very back (west) edge of the primary convective line had exited far southern Osborne/Mitchell counties, ending the severe weather threat for the night locally despite the redevelopment of scattered weaker storms a bit later in the night. In the mid-upper levels, west-northwest flow prevailed, featuring a fairly potent (albeit low amplitude) shortwave trough zipping eastward across northern NE/southern SD during the afternoon-evening. At the surface, the day began with a west-east oriented front draped very near the Kansas-Nebraska border, but during the evening this boundary sharpened up and made a more pronounced southward shift through northern/central Kansas in response to a combination of pressure rises driven by the aforementioned upper wave and also convective outflow. In hindsight, North Central Kansas was rather fortunate to avoid a more significant severe weather event given that the evening mesoscale environment was rather ripe, featuring strong deep layer wind shear of at least 50-60 knots and mixed-layer CAPE of 1000-1500 J/kg.

Thunderstorm Wind in PHILLIPS, KANSAS
From 07-JUN-22 21:05:00 to 07-JUN-22 21:05:00 (CST-6)
Location: GLADE
Magnitude: 52.00 EG
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Social Media

Wind gusts estimated to be near 60 MPH resulted in some downed tree limbs in Glade.

Thunderstorm Wind in PHILLIPS, KANSAS
From 07-JUN-22 21:05:00 to 07-JUN-22 21:05:00 (CST-6)
Location: KIRWIN RES
Magnitude: 55.00 MG
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Mesonet

A wind gust of 63 MPH was measured by a mesonet station located four miles west of Kirwin.

Thunderstorm Wind in JEWELL, KANSAS
From 07-JUN-22 21:25:00 to 07-JUN-22 21:25:00 (CST-6)
Location: JEWELL
Magnitude: 53.00 MG
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Mesonet

A wind gust of 61 MPH was measured by a mesonet station located in Jewell.