Meteorology Commons^™

Relative Importance Of Radar Variables For Nowcasting Heavy Rainfall: A Machine Learning Approach, Yi Victor Wang, Seung Hee Kim, Geunsu Lyu, Choeng-Lyong Lee, Gyuwon Lee, Ki-Hong Min, Menas C. Kafatos

Institute for ECHO Articles and Research

Highly short-term forecasting, or nowcasting, of heavy rainfall due to rapidly evolving mesoscale convective systems (MCSs) is particularly challenging for traditional numerical weather prediction models. To overcome such a challenge, a growing number of studies have shown significant advantages of using machine learning (ML) modeling techniques with remote sensing data, especially weather radar data, for high-resolution rainfall nowcasting. To improve ML model performance, it is essential first and foremost to quantify the importance of radar variables and identify pertinent predictors of rainfall that can also be associated with domain knowledge. In this study, a set of MCS types consisting of …

Using Proxy Records To Document Gulf Of Mexico Tropical Cyclones From 1820-1915, Jordan V. Pino, Robert V. Rohli, Kristine L. Delong, Grant L. Harley, Jill C. Trepanier

Faculty Publications

Observations of pre-1950 tropical cyclones are sparse due to observational limitations; therefore, the hurricane database HURDAT2 (1851–present) maintained by the National Oceanic and Atmospheric Administration may be incomplete. Here we provide additional documentation for HURDAT2 from historical United States Army fort records (1820–1915) and other archived documents for 28 landfalling tropical cyclones, 20 of which are included in HURDAT2, along the northern Gulf of Mexico coast. One event that occurred in May 1863 is not currently documented in the HURDAT2 database but has been noted in other studies. We identify seven tropical cyclones that occurred before 1851, three of which …

Kriss, Leslie, B. 1975 (Sc 1063), Manuscripts & Folklife Archives

MSS Finding Aids

Finding aid only for Manuscripts & Folklife Archives Small Collection 1063. Paper, “The Scariest Day of my Life,” written by Leslie Kriss for an English class at Western Kentucky University, Bowling Green, Kentucky, describing a storm that occurred on 16 April 1998.

Johnson, Joni (Sc 1061), Manuscripts & Folklife Archives

MSS Finding Aids

Finding aid only for Manuscripts Small Collection 1061. Paper, “The Storm of ‘98,” written by Joni Johnson for an English class at Western Kentucky University, Bowling Green, Kentucky, describing her reaction to a severe storm that occurred on 16 April 1998 while she was in her campus dormitory.

Johnson, Joni (Sc 1061), Manuscripts & Folklife Archives

MSS Finding Aids

Finding aid only for Manuscripts Small Collection 1061. Paper, “The Storm of ‘98,” written by Joni Johnson for an English class at Western Kentucky University, Bowling Green, Kentucky, describing her reaction to a severe storm that occurred on 16 April 1998 while she was in her campus dormitory.

Boldrick, Stacy (Sc 1047), Manuscripts & Folklife Archives

MSS Finding Aids

Finding aid only for Manuscripts Small Collection 1047. Paper, “The Storm,” written by Stacy Boldrick for an English class at Western Kentucky University, Bowling Green, Kentucky, describing her reactions to a severe storm that occurred on 16 April 1998 while she was in her campus dormitory.

Edwards, Frank (Sc 1058), Manuscripts & Folklife Archives

MSS Finding Aids

Finding aid only for Manuscripts Small Collection 1058. Paper written by Frank Edwards for an English class at Western Kentucky University, Bowling Green, Kentucky, describing his reaction to a severe storm that occurred on 16 April 1998.

Lewis, Brandon (Sc 1064), Manuscripts & Folklife Archives

MSS Finding Aids

Finding aid only for Manuscripts Small Collection 1064. Paper, “The Spring Storm,” written by Brandon Lewis for an English class at Western Kentucky University, Bowling Green, Kentucky, describing a storm that occurred on 16 April 1998. He helped move cars from a flooded campus parking lot.

Lewis, Brandon (Sc 1064), Manuscripts & Folklife Archives

MSS Finding Aids

Finding aid only for Manuscripts Small Collection 1064. Paper, “The Spring Storm,” written by Brandon Lewis for an English class at Western Kentucky University, Bowling Green, Kentucky, describing a storm that occurred on 16 April 1998. He helped move cars from a flooded campus parking lot.

Mexic, Darren, B. 1979 (Sc 1069), Manuscripts & Folklife Archives

MSS Finding Aids

Finding aid only for Manuscripts Small Collection 1069. Paper, “April 16, 1998,” written by Darren Mexic for an English class at Western Kentucky University, Bowling Green, Kentucky, describing a storm that occurred on 16 April 1998.

Sandidge, Janice (Sc 1074), Manuscripts & Folklife Archives

MSS Finding Aids

Finding aid only for Manuscripts Small Collection 1074. Paper, “Spring Storm, ‘98,” written by Janice Sandidge for an English class at Western Kentucky University, Bowling Green, Kentucky, describing the reports of damage in Bowling Green and Edmonton, Metcalf County, resulting from the 16 April 1998 storm. She was visiting relatives in Missouri at the time.

Raymer, Sabra (Sc 1072), Manuscripts & Folklife Archives

MSS Finding Aids

Finding aid only for Manuscripts Small Collection 1072. Paper, “An Unforgettable Day,” written by Sabra Raymer for an English class at Western Kentucky University, Bowling Green, Kentucky, describing a storm that occurred on 16 April 1998 and the damage to her dormitory room.

Justice, Angela (Sc 1062), Manuscripts & Folklife Archives

MSS Finding Aids

Finding aid only for Manuscripts Small Collection 1062. Paper written by Angela Justice for an English class at Western Kentucky University, Bowling Green, Kentucky, describing a severe storm that occurred 16 April 1998 while she was at home in the Nashville, Tennessee area.

Marana, Nick (Sc 1067), Manuscripts & Folklife Archives

MSS Finding Aids

Finding aid only for Manuscripts Small Collection 1067. Paper, “What Not to Do During a Tornado,” written by Nick Marana for an English class at Western Kentucky University, Bowling Green, Kentucky, describing his reaction to a severe storm that occurred on 16 April 1998.

Love, Margaret (Sc 1065), Manuscripts & Folklife Archives

MSS Finding Aids

Finding aid only for Manuscripts Small Collection 1065. Paper, “A Frightening Experience,” written by Margaret Love for an English class at Western Kentucky University, Bowling Green, Kentucky, describing her reaction to a severe storm that occurred 16 April 1998.

Scott, Mary Beth (Sc 1075), Manuscripts & Folklife Archives

MSS Finding Aids

Finding aid only for Manuscripts Small Collection 1075. Paper, “The Storm of 1998,” written by Mary Beth Scott for an English class at Western Kentucky University, Bowling Green, Kentucky, describing a storm that occurred on 16 April 1998.

Whitehead, Kristy (Sc 1078), Manuscripts & Folklife Archives

MSS Finding Aids

Finding aid only for Manuscripts Small Collection 1078. Paper written by Kristy Whitehead for an English class at Western Kentucky University, Bowling Green, Kentucky, describing a storm that occurred on 16 April 1998.

Carroll, Elizabeth (Sc 1052), Manuscripts & Folklife Archives

MSS Finding Aids

Finding aid only for Manuscripts Small Collection 1052. Paper, “The Storm,” written by Elizabeth Carroll for an English class at Western Kentucky University, Bowling Green, Kentucky, describing her reaction to a severe storm that occurred 16 April 1998 while she was at home in the trailer she shared with her roommate.

Boyd, Nan (Sc 1049), Manuscripts & Folklife Archives

MSS Finding Aids

Finding aid only for Manuscripts Small Collection 1049. Paper, “AW HAIL!!,” written by Nan Boyd for an English class at Western Kentucky University, Bowling Green, Kentucky, describing her reaction to a severe storm that occurred in Bowling Green on 16 April 1998.

Love, Margaret (Sc 1065), Manuscripts & Folklife Archives

MSS Finding Aids

Finding aid only for Manuscripts Small Collection 1065. Paper, “A Frightening Experience,” written by Margaret Love for an English class at Western Kentucky University, Bowling Green, Kentucky, describing her reaction to a severe storm that occurred 16 April 1998.

Pendergraft, Jay (Sc 1071), Manuscripts & Folklife Archives

MSS Finding Aids

Finding aid only for Manuscripts Small Collection 1071. Paper, “The Storm,” written by Jay Pendergraft for an English class at Western Kentucky University, Bowling Green, Kentucky, describing a storm that occurred on 16 April 1998 while he was in his off-campus apartment.

Williams, Jamie (Sc 1079), Manuscripts & Folklife Archives

MSS Finding Aids

Finding aid only for Manuscripts Small Collection 1079. Paper, “The Wrath of Hail,” written by Jamie Williams for an English class at Western Kentucky University, Bowling Green, Kentucky, describing a storm that occurred on 16 April 1998.

Cornwell, Ryan (Sc 1054), Manuscripts & Folklife Archives

MSS Finding Aids

Finding aid only for Manuscripts Small Collection 1054. Paper, “Spring Storm 1998,” written by Ryan Cornwell for an English class at Western Kentucky University, Bowling Green, Kentucky, describing a severe storm that occurred on 16 April 1998 and the destruction he later saw in Glasgow,

Kentucky.

Haney, Brad (Sc 1060), Manuscripts & Folklife Archives

MSS Finding Aids

Finding aid only for Manuscripts Small Collection 1060. Paper, “My Lucky Day,” written by Brad Haney for an English class at Western Kentucky University, Bowling Green, Kentucky, describing his reaction to having missed the severe storm that occurred on 16 April 1998. He was at home in Ohio County.

Mastrean, Dena (Sc 1068), Manuscripts & Folklife Archives

MSS Finding Aids

Finding aid only for Manuscripts Small Collection 1068. Paper, “As Time Flies By, I Miss the Storm,” written by Dena Mastrean for an English class at Western Kentucky University, Bowling Green, Kentucky, describing a storm that occurred on 16 April 1998.

Carter, Billy (Sc 1053), Manuscripts & Folklife Archives

MSS Finding Aids

Finding aid only for Manuscripts Small Collection 1053. Paper, “The Hail Storm of 1998,” written by Billy Carter for an English class at Western Kentucky University, Bowling Green, Kentucky, describing the damage he saw in the aftermath of a severe storm that occurred on 16 April 1998.

Thatcher, Monica (Sc 1076), Manuscripts & Folklife Archives

MSS Finding Aids

Finding aid only for Manuscripts Small Collection 1076. Paper, “The Demise of Mr. Van,” written by Monica Thatcher for an English class at Western Kentucky University, Bowling Green, Kentucky, describing a storm that occurred on 16 April 1998 and the resulting damage to her car.

Butler, Emily (Sc 1051), Manuscripts & Folklife Archives

MSS Finding Aids

Finding aid only for Manuscripts Small Collection 1051. Paper, “Storm Story,” written by Emily Butler for an English class at Western Kentucky University, Bowling Green, Kentucky, describing her reaction to a severe storm that occurred while she was on campus 16 April 1998.

Brewer, Jerry (Sc 1050), Manuscripts & Folklife Archives

MSS Finding Aids

Finding aid only for Manuscripts Small Collection 1050. Paper written by Jerry Brewer for an English class at Western Kentucky University, Bowling Green, Kentucky, describing his reaction to a severe storm that occurred on 16 April 1998.

Deaton, Jennifer (Sc 1057), Manuscripts & Folklife Archives

MSS Finding Aids

Finding aid only for Manuscripts Small Collection 1057. Paper, “A Day I’ll Never Forget,” written by Jennifer Deaton for an English class at Western Kentucky University, Bowling Green, Kentucky, describing a storm that occurred on 16 April 1998 and the damage she saw on campus.