Preliminary development and evaluation of lightning jump algorithms for the real-time detection of severe weather

Journal of Applied Meteorology and Climatology

Volumn 48, Issue 12, 2009, Pages 2543-2563

  Schultz, Christopher J ^a   Petersen, Walter A ^b   Carey, Lawrence D ^a  

^a UNIVERSITY OF ALABAMA IN HUNTSVILLE   (United States)

^b NASA MARSHALL SPACE FLIGHT CENTER   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CONVECTIVE VORTICES; DATA SETS; FALSE-ALARM RATES; FLASH RATE; GEOSTATIONARY OPERATIONAL ENVIRONMENTAL SATELLITES; HIGH PROBABILITY; HOUSTON , TEXAS; INTRACLOUD; LEAD TIME; LIGHTNING ACTIVITY; LIGHTNING MAPPER; MESOSCALE; MESOSCALE CONVECTIVE SYSTEM; PERFORMANCE METRICS; POSITIVE CORRELATIONS; RAINBANDS; REAL-TIME DETECTION; SAMPLE SIZES; SEVERE WEATHER; SKILL SCORE; SUPER CELL; TOTAL LIGHTNING; WASHINGTON;

ALGORITHMS; GEOSTATIONARY SATELLITES; LANDFORMS; REGRESSION ANALYSIS; STATISTICAL TESTS; THUNDERSTORMS; WEATHER SATELLITES;

LIGHTNING;

ALGORITHM; CONVECTIVE SYSTEM; GOES; LIGHTNING; MESOSCALE METEOROLOGY; SEVERE WEATHER; THUNDERSTORM; WEATHER FORECASTING;

DALLAS; DISTRICT OF COLUMBIA; HOUSTON; TENNESSEE VALLEY; TEXAS; UNITED STATES; WASHINGTON [DISTRICT OF COLUMBIA];

EID: 77949938303     PISSN: 15588424     EISSN: None     Source Type: Journal    
DOI: 10.1175/2009JAMC2237.1     Document Type: Article

References (51)

1. Barnes, L. R., E. C. Gruntfest, M. H. Hayden, D. M. Schultz, and C. Benight, 2007: False alarms and close calls: A conceptual model of warning accuracy. Wea. Forecasting, 22, 1140-1147.
2. Biagi, C. J., K. L. Cummins, K. E. Kehoe, and E. P. Krider, 2007: National Lightning Detection Network (NLDN) performance in southern Arizona, Texas, and Oklahoma in 2003-2004. J. Geophys. Res., 112, D05208, doi:10.1029/2006JD007341.
3. Boccippio, D. J., 2002: Lightning scaling relations revisited. J. Atmos. Sci., 59, 1086-1104.
4. Bridenstine, P. V., C. B. Darden, J. Burks, and S. J. Goodman, 2005: The application of total lightning data in the warning decision making process. Preprints, Conf. on Meteorological Applications of Lightning Data, San Diego, CA, Amer. Meteor. Soc., P1.2. [Available online at http://ams.confex.com/ams/pdfpapers/83037.pdf.]
5. Buechler, D. E., K. T. Driscoll, S. J. Goodman, and H. J. Christian, 2000: Lightning activity within a tornadic thunderstorm observed by the Optical Transient Detector (OTD). Geophys. Res. Lett., 27, 2253-2256.
6. Byers, H. R., and R. R. Braham, 1949: The Thunderstorm. U.S. Government Printing Office, 287 pp.
7. Carey, L. D., and S. A. Rutledge, 1996: A multiparameter radar case study of the microphysical and kinematic evolution of a lightning producing storm. Meteor. Atmos. Phys., 59, 33-64.
8. Carey, L. D., and S. A. Rutledge, 2000: On the relationship between precipitation and lightning in tropical island convection: A C-band polarimetric radar study. Mon. Wea. Rev., 128, 2687-2710.
9. Carey, L. D., W. A. Petersen, and C. J. Schultz, 2009: A statistical framework for the development and evaluation of a lightning jump algorithm. Preprints, Fourth Conf. on Meteorological Applications of Lightning Data, Phoenix, AZ, Amer. Meteor. Soc., P1.13. [Available online at http://ams.confex.com/ams/89annual/techprogram/paper_150768.htm.]
10. Crum, T. D., and R. L. Alberty, 1993: The WSR-88D and the WSR-88D Operational Support Facility. Bull. Amer. Meteor. Soc., 74, 1669-1687.
11. Cummins, K. L., J. A. Cramer, C. J. Biagi, E. P. Krider, J. Jerauld, M. A. Uman, and V. A. Rakov, 2006: The U.S. National Lightning Detection Network: Post-upgrade status. Preprints, Second Conf. on Meteorological Applications of Lightning Data, Atlanta, GA, Amer. Meteor. Soc., 6.1. [Available online at http://ams.confex.com/ams/pdfpapers/105142.pdf.]
12. Deierling, W., 2006: The relationship between total lightning and ice fluxes. Ph.D. dissertation, The University of Alabama in Huntsville, 175 pp.
13. Dixon, M., and G. Wiener, 1993: TITAN: Thunderstorm Identification, Tracking Analysis and Nowcasting-A radar-based methodology. J. Atmos. Oceanic Technol., 10, 785-797.
14. Doswell, C. A., III, R. Davies-Jones, and D. L. Keller, 1990: On summary of skill in rare event forecasting based on contingency tables. Wea. Forecasting, 5, 576-585.
15. Gatlin, P., 2006: Severe weather precursors in the lightning activity of Tennessee Valley thunderstorms. M.S. thesis, The University of Alabama in Huntsville, 87 pp.
16. Gatlin, P., and S. J. Goodman, 2010: A total lightning trending algorithm to identify severe thunderstorms. J. Atmos. Oceanic Technol., in press.
17. Goodman, S. J., D. E. Buechler, P. D. Wright, and W. D. Rust, 1988: Lightning and precipitation history of a microburstproducing storm. Geophys. Res. Lett., 15, 1185-1188.
18. Goodman, S. J., and Coauthors, 2005: The North Alabama Lightning Mapping Array: Recent severe storm observations and future prospects. Atmos. Res., 76, 423-437.
19. Goodman, S. J., R. Blakeslee, H. Christian, W. Koshak, and W. A. Petersen, 2006: GOES-R Lightning Mapper (GLM) research and applications risk reduction. Preprints, Second Symp.: Toward a Global Earth Observation System of Systems-Future National Operational Environmental Satellite Systems, Atlanta, GA, Amer. Meteor. Soc., P2.2. [Available online at http://ams.confex.com/ams/Annual2006/techprogram/paper_101645.htm.]
20. Koshak, W. J., and Coauthors, 2004: North Alabama Lightning Mapping Array (LMA): VHF source retrieval algorithm and error analyses. J. Atmos. Oceanic Technol., 21, 543-558.
21. Krehbiel, P. R., 2008: The DC Lightning Mapping Array. Preprints, Third Conf. on Meteorological Applications of Lightning Data, New Orleans, LA, Amer. Meteor. Soc., 3.2. [Available online at http://ams.confex.com/ams/88Annual/techprogram/paper_129095.htm.]
22. Krehbiel, P. R, R. J. Thomas, W. Rison, T. Hamlin, J. Harlin, and M. Davis, 2000: GPS-based mapping system retrieval of lightning inside storms. Eos, Trans. Amer. Geophys. Union, 81, 21-25.
23. Lakshmanan, V., T. Smith, K. Hondl, G. J. Stumpf, and A. Witt, 2006: A real-time, three-dimensional, rapidly updating, heterogeneous radar merger technique for reflectivity, velocity, and derived products. Wea. Forecasting, 21, 802-823.
24. Lakshmanan, V., T. Smith, G. J. Stumpf, and K. Hondl, 2007: The warning decision support system-Integrated information. Wea. Forecasting, 22, 596-612.
25. Lang, T. J., and Coauthors, 2004: The Severe Thunderstorm Electrification and Precipitation Study (STEPS). Bull. Amer. Meteor. Soc., 85, 1107-1125.
26. Livingston, J. M., and E. P. Krider, 1978: Electric fields produced by Florida thunderstorms. J. Geophys. Res., 83, 385-401.
27. MacGorman, D. R., D. W. Burgess, V. Mazur, W. D. Rust, W. L. Taylor, and B. C. Johnson, 1989: Lightning rates relative to tornadic storm evolution on 22 May 1981. J. Atmos. Sci., 46, 221-250.
28. McCaul, E. W., J. Bailey, J. Hall, S. J. Goodman, R. Blakeslee, and D. E. Buechler, 2005: A flash clustering algorithm for North Alabama Lightning Mapping Array data. Preprints, Conf. on Meteorological Applications of Lightning Data, San Diego, CA, Amer. Meteor. Soc., 5.2. [Available online at http://ams.confex.com/ams/Annual2005/techprogram/paper_84373.htm.]
29. Motley, S. M., 2006: Total lightning characteristics of ordinary convection. M.S. thesis, Texas A&M University, 165 pp.
30. Oye, D., and M. Case, 1995: REORDER: A program for gridding radar data. Installation and User Manual for the UNIX version, NCAR Atmospheric Technology Division, Boulder, CO, 19 pp.
31. Petersen, W. A., H. J. Christian, and S. A. Rutledge, 2005: TRMM observations of the global relationship between ice water content and lightning. Geophys. Res. Lett., 32, L14819, doi:10.1029/2005GL023236.
32. Petersen, W. A., K. R. Knupp, D. J. Cecil, and J. R. Mecikalski, 2007: The University of Alabama Huntsville THOR Center instrumentation: Research and operational collaboration. Preprints, 33rd Int. Conf. on Radar Meteorology, Cairns, Australia, Amer. Meteor. Soc., 5.1. [Available online at http://ams.confex.com/ams/pdfpapers/123410.pdf.]
33. Rison, W., R. J. Thomas, P. R. Krehbiel, T. Hamlin, and J. Harlin, 1999: A GPS-based three dimensional lightning mapping system: Initial observations in central New Mexico. Geophys. Res. Lett., 26, 3573-3576.
34. Saunders, C. P. R., W. D. Keith, and R. P. Mitzeva, 1991: The effect of liquid water on thunderstorm charging. J. Geophys. Res., 96, 11 007-11 017.
35. Steiger, S. M., R. E. Orville, M. J. Murphy, and N. W. S. Demetriades, 2005: Total lightning and radar characteristics of supercells: Insights on electrification and severe weather forecasting. Preprints, Conf. on Meteorological Applications of Lightning Data, San Diego, CA, Amer. Meteor. Soc., P1.7. [Available online at http://ams.confex.com/ams/pdfpapers/84908.pdf.]
36. Steiger, S. M., R. E. Orville, and L. D. Carey, 2007: Total lightning signatures of thunderstorm intensity over north Texas. Part I: Supercells. Mon. Wea. Rev., 135, 3281-3302.
37. Takahashi, T., 1978: Riming electrification as a charge generation mechanism in thunderstorms. J. Atmos. Sci., 35, 1536-1548.
38. Tessendorf, S. A., L. J. Miller, K. C. Wiens, and S. A. Rutledge, 2005: The 29 June 2000 supercell observed during STEPS. Part I: Kinematics and microphysics. J. Atmos. Sci., 62, 4127-4150.
39. Tessendorf, S. A., K. C. Wiens, and S. A. Rutledge, 2007: Radar and lightning observations of the 3 June 2000 electrically inverted storm from STEPS. Mon. Wea. Rev., 135, 3665-3681.
40. Thomas, R. P., P. R. Krehbiel, W. Rison, S. Hunyady, W. Winn, T. Hamlin, and J. Harlin, 2004: Accuracy of the lightning mapping array. J. Geophys. Res., 109, D14207, doi:10.1029/2004JD004549.
41. Trapp, R. J., D. M. Wheatly, N. T. Atkins, R. W. Przybylinkski, and R. Wolf, 2006: Buyer beware: Some words of caution on the use of severe wind reports in postevent assessment and research. Wea. Forecasting, 21, 408-415.
42. Vonnegut, B., 1963: Some facts and speculation concerning the origin and role of thunderstorm electricity. Severe Local Storms, Meteor. Monogr., No. 27, Amer. Meteor. Soc., 224-241.
43. Weiss, S. J., J. A. Hart, and P. R. Janish, 2002: An examination of severe thunderstorm wind report climatology: 1970-1999. Preprints, 21st Conf. on Severe Local Storms, San Antonio, TX, Amer. Meteor. Soc., 446-449.
44. Wiens, K. C., S. A. Rutledge, and S. A. Tessendorf, 2005: The 29 June 2000 supercell observed during steps. Part II: Lightning and charge structure. J. Atmos. Sci., 62, 4151-4177.
45. Wilks, D. S., 1995: Statistical Methods in the Atmospheric Sciences. Academic Press, 467 pp.
46. Williams, E. R., 1985: Large scale charge separation in thunder-clouds. J. Geophys. Res., 90, 6013-6025.
47. Williams, E. R., M. E. Weber, and R. E. Orville, 1989: Relationship between lightning type and convective state of thunderclouds. J. Geophys. Res., 94, 13 213-13 220.
48. Williams, E. R., and Coauthors, 1999: The behavior of total lightning activity in severe Florida thunderstorms. Atmos. Res., 51, 245-265.
49. Wilson, N. L., D. W. Breed, T. R. Saxen, and N. W. S. Demetriades, 2006: The utility of total lightning in convective nowcasting. Preprints, 19th Int. Lightning Meteor. Conf., Tuscon, AZ, Vaisala, Inc. [Available online at http://www.vaisala.com/files/The_utility_of_total_lightning_in_convective_nowcasting.pdf.]
50. Witt, A., M. D. Eilts, G. J. Stumpf, E. D. Mitchell, J. T. Johnson, and K. W. Thomas, 1998: Evaluating the performance of WSR-88D severe storm detection algorithms. Wea. Forecasting, 13, 513-518.
51. Workman, E. J., and S. E. Reynolds, 1949: Electrical activity as related to thunderstorm cell growth. Bull. Amer. Meteor. Soc., 30, 142-144.