Making the black box more transparent: Understanding the physical implications of machine learning A McGovern, R Lagerquist, DJ Gagne, GE Jergensen, KL Elmore, ... Bulletin of the American Meteorological Society 100 (11), 2175-2199, 2019 | 428 | 2019 |
Using artificial intelligence to improve real-time decision-making for high-impact weather A McGovern, KL Elmore, DJ Gagne, SE Haupt, CD Karstens, R Lagerquist, ... Bulletin of the American Meteorological Society 98 (10), 2073-2090, 2017 | 413 | 2017 |
The warning decision support system–integrated information V Lakshmanan, T Smith, G Stumpf, K Hondl Weather and Forecasting 22 (3), 596-612, 2007 | 411 | 2007 |
Multi-Radar Multi-Sensor (MRMS) severe weather and aviation products: Initial operating capabilities TM Smith, V Lakshmanan, GJ Stumpf, KL Ortega, K Hondl, K Cooper, ... Bulletin of the American Meteorological Society 97 (9), 1617-1630, 2016 | 261 | 2016 |
An objective high-resolution hail climatology of the contiguous United States JL Cintineo, TM Smith, V Lakshmanan, HE Brooks, KL Ortega Weather and Forecasting 27 (5), 1235-1248, 2012 | 234 | 2012 |
An automated technique to quality control radar reflectivity data V Lakshmanan, A Fritz, T Smith, K Hondl, G Stumpf Journal of applied meteorology and climatology 46 (3), 288-305, 2007 | 234 | 2007 |
Progress and challenges with Warn-on-Forecast DJ Stensrud, LJ Wicker, M Xue, DT Dawson II, N Yussouf, DM Wheatley, ... Atmospheric Research 123, 2-16, 2013 | 219 | 2013 |
Rapid sampling of severe storms by the national weather radar testbed phased array radar PL Heinselman, DL Priegnitz, KL Manross, TM Smith, RW Adams Weather and Forecasting 23 (5), 808-824, 2008 | 206 | 2008 |
A real-time, three-dimensional, rapidly updating, heterogeneous radar merger technique for reflectivity, velocity, and derived products V Lakshmanan, T Smith, K Hondl, GJ Stumpf, A Witt Weather and Forecasting 21 (5), 802-823, 2006 | 195 | 2006 |
The severe hazards analysis and verification experiment KL Ortega, TM Smith, KL Manross, KA Scharfenberg, A Witt, AG Kolodziej, ... Bulletin of the American Meteorological Society 90 (10), 1519-1530, 2009 | 155 | 2009 |
The use of radial velocity derivatives to diagnose rotation and divergence TM Smith, KL Elmore Preprints, 11th Conf. on Aviation, Range, and Aerospace, Hyannis, MA, Amer …, 2004 | 114 | 2004 |
An objective method of evaluating and devising storm-tracking algorithms V Lakshmanan, T Smith Weather and Forecasting 25 (2), 701-709, 2010 | 111 | 2010 |
Tornado pathlength forecasts from 2010 to 2011 using ensemble updraft helicity AJ Clark, J Gao, PT Marsh, T Smith, JS Kain, J Correia Jr, M Xue, F Kong Weather and Forecasting 28 (2), 387-407, 2013 | 107 | 2013 |
FACETs: A proposed next-generation paradigm for high-impact weather forecasting LP Rothfusz, R Schneider, D Novak, K Klockow-McClain, AE Gerard, ... Bulletin of the American Meteorological Society 99 (10), 2025-2043, 2018 | 101 | 2018 |
Machine learning for real-time prediction of damaging straight-line convective wind R Lagerquist, A McGovern, T Smith Weather and Forecasting 32 (6), 2175-2193, 2017 | 101 | 2017 |
Deep learning on three-dimensional multiscale data for next-hour tornado prediction R Lagerquist, A McGovern, CR Homeyer, DJ Gagne II, T Smith Monthly Weather Review 148 (7), 2837-2861, 2020 | 96 | 2020 |
Evaluation of a probabilistic forecasting methodology for severe convective weather in the 2014 hazardous weather testbed CD Karstens, G Stumpf, C Ling, L Hua, D Kingfield, TM Smith, J Correia, ... Weather and Forecasting 30 (6), 1551-1570, 2015 | 90 | 2015 |
Data mining storm attributes from spatial grids V Lakshmanan, T Smith Journal of Atmospheric and Oceanic Technology 26 (11), 2353-2365, 2009 | 89 | 2009 |
The emergence of weather-related test beds linking research and forecasting operations FM Ralph, J Intrieri, D Andra Jr, R Atlas, S Boukabara, D Bright, ... Bulletin of the American Meteorological Society 94 (8), 1187-1211, 2013 | 86 | 2013 |
A real-time weather-adaptive 3DVAR analysis system for severe weather detections and warnings J Gao, TM Smith, DJ Stensrud, C Fu, K Calhoun, KL Manross, J Brogden, ... Weather and Forecasting 28 (3), 727-745, 2013 | 83 | 2013 |