| June 1999 | Flash Flood | Madison | $300,000 | Around 5 inches of rain fell in the Madison area causing flash flooding along Union Creek which forced some residents along the creek to be evacuated to the auditorium. The heavy rain also ripped up around a block of asphalt covering a brick street and washed out a half-mile section of railroad track near town. |
| July 2001 | Tornado (F1) | Madison | $75,000 | Law enforcement reported a tornado west of Madison which downed power lines and destroyed a few grain bins. The tornado also demolished a garage and car as well overturning a center pivot irrigation system. |
| July 1994 | Thunderstorm Wind | Madison | $50,000 | A few trees and numerous large limbs were blown down by strong winds. A tin roof of a bowling alley was also damaged. |
| May 2000 | Thunderstorm Wind | Madison | $40,000 | Thunderstorm wind gusts, estimated over 75 mph, caused tree and structual damage in town. At least 35 trees were downed and at least 2 roofs were substantially damaged, as reported by law enforcement. Much of the town was without power for about 3 hours after the storm hit. |
| June 2010 | Flood | Madison | $30,000 | Heavy rain producing thunderstorms from around June 7th through the 14th brought high water and a prolonged period of flooding along the Union Creek near Madison. Union Creek near Madison crested at 22.9 feet during the evening of June 11th, flood stage is 20 feet. The creek near Madison was above flood stage for much of the period from the morning hours of June 10th through the early morning hours of June 13th. Flooding affected mostly county roads and farm fields near the stream, although flood waters did cross Highway 81 for a while prompting its closure. |
| August 2007 | Flash Flood | Madison | $20,000 | Rainfall of 2 to 4 inches fell in the morning into the afternoon hours of August 22nd. Norfolk reported 2.62 inches through 400 pm that day. The heavy rain caused flooding along numerous county roads in the area, mainly in low lying areas. A few culverts were washed out by the flooding. Agricultural lowlands were also flooded. |
| June 2010 | Flash Flood | Madison | $10,000 | Rainfall of 2 to 3 inches in an hour or so brought flash flooding along Union Creek and its tributaries near Madison. The rain fell on saturated soils due to rains that fell earlier in the week and most of the damage from this flood was confined to gravel washed off of county roads and some crop damage. |
| June 1999 | Tornado (F0) | Madison | $8,000 | Brief apparent touchdown took the roof off of a chicken house plus damaged a metal shed. |
| June 2024 | Tornado (EFU) | Madison | - | Trained spotter, law enforcement, and storm chaser accounts indicate that a tornado developed in this approximate location, moved a short distance, and lasted for approximately 2 minutes before dissipating. No damage was reported along the track. |
| June 2024 | Hail | Madison | - | This is a continuation of the hail swath from Platte County reported to the office from the public. Golf ball sized hail was the largest observed hail size from this event. |
| July 2023 | Hail | Madison | - | Broadcast media relayed report of 2-inch hail. |
| June 2021 | Hail | Madison | - | Trained spotter reported 1 inch hail. |
| June 2021 | Thunderstorm Wind | Madison | - | Public reported several large trees down. |
| June 2021 | Thunderstorm Wind | Madison | - | Public reported several large trees down. |
| May 2021 | Hail | Madison | - | Public reported 1 inch hail. |
| October 2020 | Hail | Madison | - | Public reported baseball sized hail that broke their windshield while on Highway 81. |
| May 2020 | Thunderstorm Wind | Madison | - | Public personal weather station reported 74 MPH wind. |
| June 2018 | Tornado (EF0) | Madison | - | A brief touchdown was reported. |
| June 2017 | Hail | Madison | - | Hail large than half dollars was reported in Madison. |
| June 2017 | Thunderstorm Wind | Madison | - | Storms spotters estimated a 65 mph wind gust south of Madison. |
| June 2017 | Tornado (EF0) | Madison | - | A short-lived tornado was verified by photo and video evidence. This tornado broke large tree limbs and was very narrow. |
| June 2015 | Thunderstorm Wind | Madison | - | Local law enforcement reported that some trees were downed in town and the power is also out. |
| April 2014 | Thunderstorm Wind | Madison | - | The public estimated gusts of 50 to 60 mph associated with the thunderstorm. |
| April 2013 | Hail | Madison | - | Hail up to nickel size fell from southwest Madison into Madison for about 10 minutes with a few stones eventually reaching quarter-size at 3 pm CDT. The hail fell from thunderstorms that were occurring with temperatures below freezing, thus they were accompanied by freezing rain and sleet. |
| April 2013 | Hail | Madison | - | Hail up to nickel size fell from southwest Madison into Madison for about 10 minutes with a few stones eventually reaching quarter-size at 3 pm CDT. The hail fell from thunderstorms that were occurring with temperatures below freezing, thus they were accompanied by freezing rain and sleet. |
| May 2012 | Tornado (EF0) | Madison | - | A tornado was on the ground for a few minutes near Highways 121 and 32. The tornado was caught on video by a storm chaser. |
| June 2011 | Hail | Madison | - | Golf ball-size hail fell from a thunderstorm that trailed the supercell that brought wind gusts of over 60 mph to the region. |
| May 2008 | Flood | Madison | - | Heavy rainfall during the evening and overnight hours of May 29th and 30th caused Union Creek to flood from northeast of Newman Grove to around the Madison area. The creek near Madison reached a 20.8 foot crest around 815pm CDT on May 30th, flood stage is 20 feet. The flooding affected mainly agricultural lowlands, but also crossed a county road or two in the area for a time. |
| May 2008 | Thunderstorm Wind | Madison | - | Thunderstorm wind gusts estimated at close to 60 mph caused damage in the Norfolk area due to uprooted trees which damaged several homes and vehicles. A few trees and large limbs were also downed in the Madison area to the south of Norfolk. Wet ground due to heavy rain over the few days prior to this event may have contributed to how easily the trees were uprooted. |
| June 2008 | Thunderstorm Wind | Madison | - | Thunderstorm wind gusts estimated around 60 mph downed numerous branches in Madison, knocked over a large tree and blew a trampoline across a street causing moderate damage. |
| August 2007 | Thunderstorm Wind | Madison | - | Thunderstorm winds estimated at 60 mph downed several tree limbs and large branches in Madison, one of which blocked a road in town for a while. The winds also destroyed a small building when it was carried over a fence and broke a gas line as it crashed into a trailer. Other scattered damage to patio furniture, lawn ornaments, trash cans and shingles was noted across the town. |
| August 2007 | Thunderstorm Wind | Madison | - | Tree limbs 4 inches in diameter were blown down with a sudden gust of wind estimated at 60 mph. Pea size hail was also reported. |
| August 2006 | Thunderstorm Wind | Madison | - | Thunderstorm wind gusts estimated at 60 to 70 mph downed at least 6 large trees in Madison. The fallen trees caused damage to fences, lawn furniture and roofs and also blocked several streets in town. |
| May 2000 | Tornado (F0) | Madison | - | Numerous public reports of a small tornado that frequently touched down, but caused no damage, around 9 miles southwest of Madison. |
| June 2000 | Thunderstorm Wind | Madison | - | Thunderstorm winds over 60 mph downed several large trees in Madison. |
| July 2000 | Thunderstorm Wind | Madison | - | Thunderstorm wind gusts, estimated at nearly 70 mph by several people, downed numerous large branches in Madison. |
| July 2000 | Flash Flood | Madison | - | Heavy rain caused a brief 10 minute flood of highway 32. |
| July 2000 | Flash Flood | Madison | - | Heavy rain fell during the afternoon of July 5 and again that night with rainfall estimated by radar to be in the 4 to 6 inch range. This heavy rainfall caused Taylor Creek east of Madison to flood which closed highway 32. Other than the highway, flooding was mainly confined to agricultural lowlands. |
| June 1999 | Thunderstorm Wind | Madison | - | At junction of highways 81 and 32. |
| April 2015 | Hail | Madison | - | no account filed |
| April 2014 | Hail | Madison | - | no account filed |
| June 2014 | Hail | Madison | - | no account filed |
| June 2014 | Hail | Madison | - | no account filed |
| August 2013 | Hail | Madison | - | no account filed |
| August 2010 | Hail | Madison | - | no account filed |
| August 2010 | Hail | Madison | - | no account filed |
| April 2006 | Hail | Madison | - | no account filed |
| September 2006 | Hail | Madison | - | no account filed |
| May 2005 | Hail | Madison | - | no account filed |
| April 2004 | Hail | Madison | - | no account filed |
| April 2004 | Hail | Madison | - | no account filed |
| July 2003 | Hail | Madison | - | no account filed |
| August 2002 | Hail | Madison | - | no account filed |
| October 2001 | Hail | Madison | - | no account filed |
| September 2001 | Hail | Madison | - | no account filed |
| August 1998 | Hail | Madison | - | no account filed |