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Abstract Winter thunderstorms are shallow yet can produce strong and frequently positive cloud-to-ground (CG) discharges. We matched 29,251 main or first return strokes from ten winters to terrain-relative temperature profiles and temperature-resolved cloud liquid water, cloud ice, and snow from the European Centre for Medium-Range Weather Forecasts Reanalysis version 5 (ERA5).
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