Linganisha mbinu

	Rukia Rukia	Rada ya Polarizaji-Mbili	Muundo wa WRF
Nyanja	Meteorolojia	Meteorolojia	Meteorolojia
Familia	Process / pipeline	Process / pipeline	Process / pipeline
Mwaka wa asili	2009	1990s	2000
Mwanzilishi	Schultz, Petersen, Rudlosky	Bringi, Chandrasekar	Skamarock and Klemp
Aina	Real-time warning product	Radar measurement technique	Atmospheric simulation system
Chanzo asilia	Schultz, E., Petersen, W. A., & Rudlosky, S. D. (2009). Preliminary Development and Validation of the Specific Convective Activity Signature (SCAS) Product using Optical Transient Detector and Geostationary Satellite Data. Journal of Applied Meteorology and Climatology, 48(4), 642-655.	Kumjian, M. R. (2013). The impact of precipitation on supercell electrification: Lightning potential and storm structure changes. Journal of the Atmospheric Sciences, 69(11), 3353-3375.	Skamarock, W. C., Klemp, J. B., Dudhia, J., et al. (2008). A Description of the Advanced Research WRF Version 3. NCAR Technical Note NCAR/TN-475+STR.
Majina mbadala	Lightning jump, Lightning trend, VHF lightning, Electric field analysis	Dual-pol radar, Polarimetric radar, Dual-polarization, Dual-pol	Weather Research and Forecasting, WRF, ARW, NMM
Zinazohusiana	2	3	4
Muhtasari	The lightning jump is a rapid increase in lightning activity (number of flashes per unit time) that precedes severe weather including hail, heavy rain, and tornadoes. This phenomenon, observed using satellite or ground-based lightning detection networks, is an operational diagnostic tool for real-time severe weather warning.	Dual-polarization (dual-pol) radar is a weather radar system that transmits and receives electromagnetic waves in both horizontal and vertical polarizations simultaneously. This technique, operational in weather services since the 2010s, provides detailed information about precipitation particle type, shape, and size distribution, enabling improved rainfall estimates and better discrimination of hail, rain, and snow.	The Weather Research and Forecasting (WRF) model is a mesoscale atmospheric simulation system used for weather forecasting, research, and climate applications. Developed cooperatively by NCAR, NOAA, and academic institutions, WRF became operational in 2004 and has become one of the most widely used atmospheric models worldwide.