Gregory Herman
Title
Cited by
Cited by
Year
Money doesn't grow on trees, but forecasts do: Forecasting extreme precipitation with random forests
GR Herman, RS Schumacher
Monthly Weather Review 146 (5), 1571-1600, 2018
482018
Extreme precipitation in models: An evaluation
GR Herman, RS Schumacher
Weather and Forecasting 31 (6), 1853-1879, 2016
282016
Double impact: When both tornadoes and flash floods threaten the same place at the same time
ER Nielsen, GR Herman, RC Tournay, JM Peters, RS Schumacher
Weather and Forecasting 30 (6), 1673-1693, 2015
262015
Using reforecasts to improve forecasting of fog and visibility for aviation
GR Herman, RS Schumacher
Weather and Forecasting 31 (2), 467-482, 2016
242016
“Dendrology” in numerical weather prediction: What random forests and logistic regression tell us about forecasting extreme precipitation
GR Herman, RS Schumacher
Monthly Weather Review 146 (6), 1785-1812, 2018
162018
Probabilistic verification of Storm Prediction Center convective outlooks
GR Herman, ER Nielsen, RS Schumacher
Weather and Forecasting 33 (1), 161-184, 2018
152018
Flash flood verification: Pondering precipitation proxies
GR Herman, RS Schumacher
Journal of Hydrometeorology 19 (11), 1753-1776, 2018
102018
Evolution of pre-and postconvective environmental profiles from mesoscale convective systems during PECAN
SM Hitchcock, RS Schumacher, GR Herman, MC Coniglio, MD Parker, ...
Monthly Weather Review 147 (7), 2329-2354, 2019
92019
Verification results from the 2017 HMT–WPC flash flood and intense rainfall experiment
MJ Erickson, JS Kastman, B Albright, S Perfater, JA Nelson, ...
Journal of Applied Meteorology and Climatology 58 (12), 2591-2604, 2019
42019
Reply to “Comments on ‘Double Impact: When Both Tornadoes and Flash Floods Threaten the Same Place at the Same Time’”
ER Nielsen, GR Herman, RC Tournay, JM Peters, RS Schumacher
Weather and Forecasting 31 (5), 1723-1727, 2016
32016
A Hazard Multiple: Overlapping Tornado and Flash Flood Warnings in a National Weather Service Forecast Office in the Southeastern United States
J Henderson, ER Nielsen, GR Herman, RS Schumacher
Weather and Forecasting 35 (4), 1459-1481, 2020
22020
Forecasting Severe Weather with Random Forests
AJ Hill, GR Herman, RS Schumacher
Monthly Weather Review 148 (5), 2135-2161, 2020
12020
Forecasting severe weather with random forests
GR Herman
Mon. Wea. Rev., in revisions, 2018
12018
Model post-processing for the extremes: Improving forecasts of locally extreme rainfall
GR Herman
Colorado State University. Libraries, 2016
12016
Generating and conveying comprehensive weather insights at fields for optimal agricultural decision making
FA Eckel, GR Herman, C Goodman
US Patent App. 16/831,732, 2020
2020
If a Flood Falls in a (Random) Forest, Does It Get Counted? Advances and Challenges in Predicting Excessive Precipitation Using Machine Learning
RS Schumacher, AJ Hill, GR Herman, M Erickson, B Albright, M Klein, ...
100th American Meteorological Society Annual Meeting, 2020
2020
Coupling Convection-Allowing Model Guidance with Machine Learning for Day-Ahead Extreme Precipitation Outlooks
GR Herman, RS Schumacher
99th American Meteorological Society Annual Meeting, 2019
2019
Machine Learning in Python for Environmental Science Problems
DJ Gagne, RA Lagerquist, GR Herman, S Mickelson
99th American Meteorological Society Annual Meeting, 2019
2019
Thorough Probabilistic Verification of Storm Prediction Center Forecasts
GR Herman, ER Nielsen, RS Schumacher
98th American Meteorological Society Annual Meeting, 2018
2018
A Recent Climatological Look at Tornado Events Relative to Sunset
ER Nielsen, GR Herman, JM Peters, RS Schumacher
98th American Meteorological Society Annual Meeting, 2018
2018
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