sweetapricity/bridgedeck-noaa huggingface dataset:
A slow-moving upper low in Arizona helped spread unseasonably rich moisture and strong upper diffluence over all of eastern New Mexico and West Texas from the 21st through the 22nd.  Multiple rounds of scattered showers and storms spread north during the day on the 21st before strong lift arrived from New Mexico late in the evening in the form of a squall line.  This large complex of storms crawled slowly east over the South Plains and Rolling Plains during the overnight hours accompanied by heavy rainfall rates at times; however, the majority of the heavy rain amounts of 1.5 to three inches and subsequent minor flooding were attributed more to the long duration of the precipitation event which limited the severity of flooding.  Only one road closure due to flooding was logged by TXDOT.  Isolated severe wind gusts accompanied the squall line over the South Plains, but one severe thunderstorm well ahead of this line of storms impacted far northeast Childress County where several power poles were felled.  By far, the greatest impact of this event was dealt to regional cotton farmers who would suffer a moderate financial toll due to deteriorated cotton quality.  This rainfall did alleviate short term drought conditions region wide, particularly in the Rolling Plains where D2 (severe) and D3 (extreme) drought levels were abated by two to four inches of rain.

Flood in LUBBOCK, TEXAS
From 22-OCT-15 03:00:00 to 22-OCT-15 11:00:00 (CST-6)
Location: BURRIS
Flood cause: Heavy Rain
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Department of Highways

A portion of Farm-to-Market Road 835 at Buffalo Springs Lake was closed for several hours due to high water.

Thunderstorm Wind in SWISHER, TEXAS
From 21-OCT-15 23:58:00 to 22-OCT-15 00:00:00 (CST-6)
Location: TULIA
Magnitude: 54.00 MG
Property damage: 1.00K
Crop damage: 0.00K
Reported by: Mesonet

Measured by a Texas Tech University West Texas mesonet station. These wind gusts also blew over a few trees in town.

Thunderstorm Wind in GARZA, TEXAS
From 22-OCT-15 01:45:00 to 22-OCT-15 01:45:00 (CST-6)
Location: GRAHAM CHAPEL
Magnitude: 52.00 MG
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Mesonet

Measured by a Texas Tech University West Texas mesonet station.

Thunderstorm Wind in CHILDRESS, TEXAS
From 21-OCT-15 19:15:00 to 21-OCT-15 19:20:00 (CST-6)
Location: ARLIE
Magnitude: 61.00 EG
Property damage: 50.00K
Crop damage: 0.00K
Reported by: Law Enforcement

A small severe storm damaged 13 utility poles along a stretch of US Highway 62 in extreme northeast Childress County.  One of these poles fell and damaged a truck that had stopped off the road to let the storm pass.  The driver was not injured.  The highway was closed for just over one hour until crews could clear live wires and poles from the road.
An upper low pressure trough and associated deep instability moving over the region set the stage for isolated strong thunderstorms over portions of Upper Michigan on the afternoon of the 15th.

Hail in MARQUETTE, MICHIGAN
From 15-OCT-15 13:45:00 to 15-OCT-15 13:48:00 (EST-5)
Location: GORDON
Magnitude: 0.75 
Property damage: 0.00K
Crop damage: 0.00K
Reported by: NWS Employee

Penny sized hail was reported seven miles east of Harvey.

Hail in DICKINSON, MICHIGAN
From 15-OCT-15 13:15:00 to 15-OCT-15 13:18:00 (CST-6)
Location: NORWAY
Magnitude: 0.88 
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Public

Nickel sized hail was reported along with heavy rainfall.  The time of the report was estimated from the radar. This same storm blew off a patio screen door at a home in Quinnesec.
An isolated severe storm produce wind damage in the form of downed trees and power lines near Ludington and across portions of Mason county.  Seven eighths inch diameter was also reported.

Thunderstorm Wind in MASON, MICHIGAN
From 15-OCT-15 17:30:00 to 15-OCT-15 17:30:00 (EST-5)
Location: LUDINGTON
Magnitude: 52.00 EG
Property damage: 10.00K
Crop damage: 0.00K
Reported by: State Official

An isolated severe thunderstorm near Ludington produced wind gusts estimated at around 60 mph that brought down some scattered trees and power lines.  Seven eighths inch diameter hail was also reported in Ludington.
Two hikers on the Mount Whitney Trail were treated for hypothermia.

Cold/Wind Chill in EASTERN SIERRA SLOPES OF INYO COUNTY, CALIFORNIA
From 03-OCT-15 14:00:00 to 03-OCT-15 18:30:00 (PST-8)
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Law Enforcement

Two hikers attempting a day hike on the Mount Whitney Trail were rescued and treated for hypothermia.
A strong upper level low fueled thunderstorms over the Mojave Desert. Many storms produced flash flooding, and isolated severe weather also occurred.

Funnel Cloud in MOHAVE, ARIZONA
From 05-OCT-15 14:20:00 to 05-OCT-15 14:25:00 (MST-7)
Location: WILLOW BEACH
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Public

A funnel cloud was photographed along Highway 93.

Flood in MOHAVE, ARIZONA
From 06-OCT-15 08:47:00 to 06-OCT-15 17:00:00 (MST-7)
Location: TOPOCK
Flood cause: Heavy Rain
Property damage: 2.00K
Crop damage: 0.00K
Reported by: Newspaper

Oatman-Topock Highway was closed due to flooding of the Sacramento Wash.

Flash Flood in MOHAVE, ARIZONA
From 06-OCT-15 18:03:00 to 06-OCT-15 19:00:00 (MST-7)
Location: GOLDEN VALLEY
Flood cause: Heavy Rain
Property damage: 1.00K
Crop damage: 0.00K
Reported by: Department of Highways

Shinarump Drive was closed from Aztec to Estrella due to flooding.
Thunderstorms produced several brief tornadoes in northwest Iowa during the late afternoon of October 23rd.

Tornado in PLYMOUTH, IOWA
From 23-OCT-15 15:10:00 to 23-OCT-15 15:11:00 (CST-6)
Location: HINTON
Tornado F-scale: EF0
Property damage: 1.00K
Crop damage: 0.00K
Reported by: NWS Storm Survey

A brief tornado caused tree damage, including up to 3 inch diameter branches blown down.

Tornado in SIOUX, IOWA
From 23-OCT-15 16:38:00 to 23-OCT-15 16:39:00 (CST-6)
Location: ALTON
Tornado F-scale: EF0
Property damage: 0.00K
Crop damage: 0.00K
Reported by: NWS Storm Survey

A brief tornado caused no reported damage.

Tornado in SIOUX, IOWA
From 23-OCT-15 16:49:00 to 23-OCT-15 16:50:00 (CST-6)
Location: NEWKIRK
Tornado F-scale: EF0
Property damage: 0.00K
Crop damage: 0.00K
Reported by: NWS Storm Survey

A brief tornado caused no reported damage.

Tornado in SIOUX, IOWA
From 23-OCT-15 17:01:00 to 23-OCT-15 17:02:00 (CST-6)
Location: HOSPERS
Tornado F-scale: EF0
Property damage: 0.00K
Crop damage: 0.00K
Reported by: NWS Storm Survey

A brief tornado in a field caused little damage.

Tornado in O'BRIEN, IOWA
From 23-OCT-15 17:21:00 to 23-OCT-15 17:22:00 (CST-6)
Location: SHELDON
Tornado F-scale: EF0
Property damage: 0.00K
Crop damage: 0.00K
Reported by: NWS Storm Survey

A brief tornado in a field caused little damage.

Tornado in CHEROKEE, IOWA
From 23-OCT-15 17:39:00 to 23-OCT-15 17:41:00 (CST-6)
Location: LARRABEE
Tornado F-scale: EF0
Property damage: 10.00K
Crop damage: 0.00K
Reported by: NWS Storm Survey

A brief tornado tore most of the roof off a house.
A slow-moving area of upper level low pressure tapped into a tropical moisture feed associated with Hurricane Joaquin (located across the western Atlantic, well off the southeast coast) to produce periods of moderate to heavy rainfall across northeast Georgia throughout the 3rd and 4th. Storm total rainfall of 5 to 7 inches resulted in  saturated soils, which combined with wind gusts in excess of 20 mph to cause many trees to fall across the area.

Heavy Rain in FRANKLIN, GEORGIA
From 04-OCT-15 06:15:00 to 04-OCT-15 06:15:00 (EST-5)
Location: CARNESVILLE
Property damage: 25.00K
Crop damage: 0.00K
Reported by: Public

Public reported multiple trees down in the Carnesville area due to a combination of saturated soil and gusty winds. One tree fell on a home on Highway 59.
A slow moving upper level low pressure system moved onshore during the previous day. This system was enhanced by subtropical moisture, which helped increase the threat of heavy rainfall during the day. Afternoon thunderstorm activity was anticipated due to heating and orographic lift.

Flash Flood in KERN, CALIFORNIA
From 15-OCT-15 13:00:00 to 15-OCT-15 16:15:00 (PST-8)
Location: MARICOPA
Flood cause: Heavy Rain
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Public

Public reported flash flooding on state road 33 near Maricopa. This lead to the roadway closing.

Flash Flood in KERN, CALIFORNIA
From 15-OCT-15 14:55:00 to 15-OCT-15 17:00:00 (PST-8)
Location: GRAPE VINE
Flood cause: Heavy Rain
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Law Enforcement

California Highway Patrol reported mud and debris flowing across Interstate 5 around the Tejon Pass on the Grapevine. This report was also followed by numerous reports on social media and TV media.

Flash Flood in KERN, CALIFORNIA
From 15-OCT-15 16:00:00 to 15-OCT-15 18:15:00 (PST-8)
Location: TEHACHAPI KERN ARPT
Flood cause: Heavy Rain
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Social Media

Numerous social media and later TV media reported mudslide along Highway 58. The area had experienced some heavy rainfall through out the afternoon. Then a heavy convective shower developed near a burnt area from years prior. This allowed a large debris flow to develop and move into the Tehachapi area. This area is a known alluvial basin that can develop quick flowing flash floods, but the amount of mud and debris with this event was on the order of four to six feet deep. This trapped multiple vehicles and closed the roadway for multiple days. One individual was reported later to have been swept away during the event, with no recovery made to date.

Flash Flood in TULARE, CALIFORNIA
From 16-OCT-15 05:22:00 to 16-OCT-15 06:00:00 (PST-8)
Location: GOSHEN
Flood cause: Heavy Rain
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Public

Public reported flooding at the State Road 99 and State Road 198 interchange. This area was closed due to the flooding that occurred. This area was under construction during time of this event with bare soils on the side of the roadway. Crews were able to get the road open quickly once storm drains were opened.
A strong cold front moved south through the Texas Panhandle during the evening of the 28th. Immediately behind the cold front, strong winds occurred. High winds were measured at Dalhart, Dumas, Umbarger and Canyon. No damage was reported.

High Wind in HARTLEY, TEXAS
From 27-OCT-15 21:40:00 to 27-OCT-15 21:40:00 (CST-6)
Magnitude: 54.00 EG
Property damage: 0.00K
Crop damage: 0.00K
Reported by: ASOS

The Automated Surface Observing System located at the Dalhart airport measured a wind gust of 62 mph. This occurred shortly after a strong cold front moved through.

High Wind in MOORE, TEXAS
From 27-OCT-15 22:13:00 to 27-OCT-15 22:13:00 (CST-6)
Magnitude: 51.00 EG
Property damage: 0.00K
Crop damage: 0.00K
Reported by: ASOS

The KVII Schoolnet located at Dumas High School measured a wind gust of 59 mph. This occurred behind a strong cold front that moved through.

High Wind in RANDALL, TEXAS
From 27-OCT-15 23:17:00 to 27-OCT-15 23:17:00 (CST-6)
Magnitude: 54.00 EG
Property damage: 0.00K
Crop damage: 0.00K
Reported by: ASOS

The West Texas Mesonet located 2 miles northeast of Umbarger recorded a wind gust of 62 mph. This occurred behind a strong cold front that passed through.
The continuing combination of higher than normal tidal departures coupled with the perigean spring tide resulted in continuing minor flooding of low lying roads at high tides into early October. Vulnerable locations along the Broward and Miami-Dade coast experienced saw flooding high enough to result in road closures during times of high tide.

Coastal Flood in COASTAL BROWARD COUNTY, FLORIDA
From 01-OCT-15 10:00:00 to 01-OCT-15 10:00:00 (EST-5)
Reported by: Social Media

Flooding during the morning high tide resulted in water deep enough to strand vehicles on Hendricks Isle. Report received via social media.

Coastal Flood in COASTAL MIAMI-DADE COUNTY, FLORIDA
From 01-OCT-15 11:00:00 to 01-OCT-15 13:30:00 (EST-5)
Reported by: Emergency Manager

Tidal flooding led to the closure of portions of Indian Creek Drive (A1A).
A moist and unstable atmosphere brought morning showers and storms that produced a waterspout over the Atlantic west of Bimini.

Waterspout in DEERFIELD BEACH TO OCEAN REEF FL 20 TO 60NM, ATLANTIC SOUTH
From 09-OCT-15 10:20:00 to 09-OCT-15 10:20:00 (EST-5)
Location: MIAMI BEACH
Reported by: Airplane Pilot

Airplane pilot reported waterspout 9 miles west of Bimini.
A slow moving cold front produced a squall line that moved through southeast Louisiana during the afternoon hours of the 31st. Two tornadoes occurred and several reports of wind damage were reported with the storms.

Tornado in LIVINGSTON, LOUISIANA
From 31-OCT-15 12:22:00 to 31-OCT-15 12:28:00 (CST-6)
Location: HOLDEN
Tornado F-scale: EF1
Crop damage: 0.00K
Reported by: NWS Storm Survey

The tornado initially touched down just west of Hoover Road, snapping a tree and moved to the northeast. Before reaching Hoover Road, numerous large tree limbs were broken, a barn lost numerous roof panels, and several undercarriage panels of a modular home were ripped off. Sheet metal panels were strewn across the area for about 200 to 300 yards. After crossing Hoover Road, another large tree was snapped and another uprooted. The tornado then crossed US Highway 190 and crossed over Edna Kinchen Road. This location had the most significant tree damage with multiple softwoods and hardwoods snapped and uprooted. The tornado then moved into a field along Crain Road before causing some very light tree limb damage and minor roof damage to a mobile home. The tornado then continued to the northeast, crossing over Hutchinson Cemetary Road causing minor roof damage to another modular house, scattered limb damage, and knocked down a large section of a wood fence.

Tornado in TANGIPAHOA, LOUISIANA
From 31-OCT-15 15:06:00 to 31-OCT-15 15:16:00 (CST-6)
Location: HAMMOND MUNI ARPT
Tornado F-scale: EF0
Crop damage: 0.00K
Reported by: NWS Storm Survey

The tornado touched down along Mayers Road where a large tree was uprooted with minor damage to the undercarriage of a modular house, as well as sporadic large tree limb damage. The tornado continued into a wooded area crossing over the Tangipahoa River and Louisiana Highway 443. The tornado continued to the east leading to the most significant damage along Averett Road. Multiple metal sheds were destroyed. A large metal carport was ripped off, peeling some of the roof of a modular home off with it. Portions of this carport were thrown over 250 yards. Power lines were knocked down, along with one snapped tree, and multiple tree limbs down. A trampoline was also thrown 200-300 yards. The tornado continued to the east, crossing over Bailey Loop Road, leading to additional tree damage and one uprooted softwood tree. In addition, multiple smaller metal sheds were destroyed with the metal being carried 100-150 yards. The tornado lifted at Louisiana Highway 445.

Thunderstorm Wind in ST. TAMMANY, LOUISIANA
From 31-OCT-15 14:55:00 to 31-OCT-15 14:55:00 (CST-6)
Location: SUN
Magnitude: 60.00 EG
Crop damage: 0.00K
Reported by: NWS Storm Survey

Scattered thunderstorm wind damage was reported in the vicinity of Louisiana Highway 21 and Pierce Road near the community of Sun. Several large tree limbs were snapped,  one small tree was blown down, and minor wind damage occurred to a mobile home.
A slow moving cold front produced a squall line that moved through southern Mississippi during the afternoon hours of the 31st. At least one tornado occurred and several reports of wind damage were reported with the storms.

Tornado in PEARL RIVER, MISSISSIPPI
From 31-OCT-15 15:42:00 to 31-OCT-15 15:43:00 (CST-6)
Location: SAVANNAN
Tornado F-scale: EF1
Crop damage: 0.00K
Reported by: NWS Storm Survey

A tornado touched down just west of Mississippi Highway 53 and south of Mcneil-Mchenry Road in Pearl River County. Near where the tornado touched down, an outbuilding was destroyed and tree limbs were downed. As the tornado tracked east-northeast, more tree limbs were downed and a few wooden power poles and trees were snapped. Shortly after travelling east of Highway 53, a mobile home and outbuilding were damaged. Additional tree damage continued farther east-northeast before the tornado lifted.

Thunderstorm Wind in PEARL RIVER, MISSISSIPPI
From 31-OCT-15 15:00:00 to 31-OCT-15 15:00:00 (CST-6)
Location: CARRIERE
Magnitude: 60.00 EG
Crop damage: 0.00K
Reported by: Public

Roof and structural damage was reported to a residence north of Picayune.

Thunderstorm Wind in PEARL RIVER, MISSISSIPPI
From 31-OCT-15 15:21:00 to 31-OCT-15 15:25:00 (CST-6)
Location: MC NEIL
Magnitude: 60.00 EG
Crop damage: 0.00K
Reported by: NWS Storm Survey

Isolated wind damage was noted in an area from approximately 5 miles west of Mcneil to just northwest of Mcneil. Damage consisted primarily of a few downed large tree limbs. Minor roof damage was also reported to a mobile home by emergency management. Event time was estimated based on radar.
A slow moving cold front produced a squall line that moved through the coastal waters  during the afternoon hours of the 31st.

Marine Thunderstorm Wind in LAKE PONCHARTRAIN AND LAKE MAUREPAS, GULF OF MEXICO
From 31-OCT-15 16:00:00 to 31-OCT-15 16:00:00 (CST-6)
Location: LKFRNT ARPT NEW
Magnitude: 34.00 MG
Property damage: 0.00K
Crop damage: 0.00K
Reported by: ASOS

Marine Thunderstorm Wind in LAKE BORGNE, GULF OF MEXICO
From 31-OCT-15 17:00:00 to 31-OCT-15 17:00:00 (CST-6)
Location: SHELL BEACH STATION (SHBL1)
Magnitude: 35.00 MG
Property damage: 0.00K
Crop damage: 0.00K
Reported by: C-MAN Station
Strong onshore flow overridden by a passing upper level trough created locally heavy rainfall along portions of the Atlantic coast.

Heavy Rain in GLYNN, GEORGIA
From 01-OCT-15 16:20:00 to 01-OCT-15 19:20:00 (EST-5)
Location: GLYNN HAVEN
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Public

The public measured about 3.3 inches of rainfall within about 3 hours on St. Simons Island. Standing water was reported.
An intense thunderstorm developed over Cheyenne County in eastern Colorado and collapsed as it crossed into Kansas.  Winds estimated at 100 mph produced significant damage to a residence in far northwestern Greeley county as well as to a dairy farming operation further east. A dust storm accompanied the intense burst of winds with a wall of dirt and visibility to near zero reported.

Thunderstorm Wind in GREELEY, KANSAS
From 02-APR-15 17:45:00 to 02-APR-15 18:45:00 (MST-7)
Location: NEW ALMELO
Magnitude: 87.00 EG
Property damage: 700.00K
Crop damage: 0.00K
Reported by: NWS Storm Survey

An intense downburst swept across northern Greeley County producing significant damage and a dust storm dropping visibility to near zero in blowing dirt.  Damage included overturned irrigation pivots, downed utility poles, sides and roofs of outbuilding removed and damage to a dairy farming operation.  Gravel was scoured off county roads and embedded in trees and utility poles.  Damage was consistent with winds of approximately 100 mph.  The strong outflow continued across northern Wichita County and ultimately into Scott county.

Hail in SHERIDAN, KANSAS
From 02-APR-15 19:58:00 to 02-APR-15 19:58:00 (CST-6)
Location: HOXIE
Magnitude: 0.88 
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Law Enforcement

Hail in GOVE, KANSAS
From 02-APR-15 20:11:00 to 02-APR-15 20:11:00 (CST-6)
Location: QUINTER
Magnitude: 1.25 
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Public

Hail in THOMAS, KANSAS
From 02-APR-15 23:30:00 to 02-APR-15 23:30:00 (CST-6)
Location: COLBY
Magnitude: 0.88 
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Law Enforcement

Dust Storm in GREELEY, KANSAS
From 02-APR-15 17:45:00 to 02-APR-15 18:45:00 (MST-7)
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Law Enforcement

An intense thunderstorm downburst swept across northern Greeley county accompanied by a wall of dirt which reduced visibility to near zero as it moved west to east across the county. A damage survey revealed winds of approximately 100 mph downed utility poles, overturned irrigation pivots and produced damage to a farmstead and dairy operation.

Thunderstorm Wind in LOGAN, KANSAS
From 02-APR-15 19:25:00 to 02-APR-15 19:25:00 (CST-6)
Location: RUSSELL SPGS
Magnitude: 65.00 EG
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Emergency Manager

A large tree was uprooted on county road 270.

Thunderstorm Wind in WALLACE, KANSAS
From 02-APR-15 18:10:00 to 02-APR-15 18:10:00 (MST-7)
Location: SHARON SPGS
Magnitude: 74.00 EG
Property damage: 65.00K
Crop damage: 0.00K
Reported by: Law Enforcement

Two irrigation pivots were overturned, power lines blown down, dead trees uprooted and minor damage to two farm houses.  Time estimated from Doppler radar.

Hail in LOGAN, KANSAS
From 02-APR-15 19:20:00 to 02-APR-15 19:20:00 (CST-6)
Location: WINONA
Magnitude: 0.88 
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Law Enforcement
Drought conditions returned to western portions of the region after several months of below normal rainfall.

Drought in EASTLAND, TEXAS
From 20-OCT-15 00:00:00 to 25-OCT-15 00:00:00 (CST-6)
Property damage: 1.00K
Crop damage: 0.00K
Reported by: Drought Monitor

D2 severe drought conditions briefly returned to Eastland County after several months of below normal rainfall. However, conditions quickly improved after several rounds of widespread heavy rainfall occurred across the region later in the month.

Drought in PALO PINTO, TEXAS
From 20-OCT-15 00:00:00 to 25-OCT-15 00:00:00 (CST-6)
Property damage: 1.00K
Crop damage: 0.00K
Reported by: Drought Monitor

D2 severe drought conditions briefly returned to the northwestern three-quarters of Palo Pinto County after several months of below normal rainfall. However, conditions quickly improved after several rounds of widespread heavy rainfall occurred across the region later in the month.

Drought in JACK, TEXAS
From 20-OCT-15 00:00:00 to 25-OCT-15 00:00:00 (CST-6)
Property damage: 1.00K
Crop damage: 0.00K
Reported by: Drought Monitor

D2 severe drought conditions briefly returned to Jack County after several months of below normal rainfall. However, conditions quickly improved after several rounds of widespread heavy rainfall occurred across the region later in the month.