Status: this preprint is open for discussion and under review for Natural Hazards and Earth System Sciences (NHESS).
Brief communication: GNSS water-vapour fluctuations read the air mass of the 2024 Rio Grande do Sul and 2022 Recife floods hours ahead of the heaviest rain
Gaël Kermarrec
Abstract. Satellite-positioning antennas measure the water vapour above them, and the minute-to-minute fluctuations of that measurement, usually smoothed away, describe how the moisture is arranged. We read them at eleven Brazilian antennas during two floods with little or no radar coverage, in Rio Grande do Sul in 2024 and at Recife in 2022, against six-hourly rain gauges. Over a season they separate wet from dry periods 6 to 12 hours ahead, with an area under the receiver operating characteristic curve of 0.80 to 0.87. In both floods the antennas rose into their top 5% hours before the worst rain.
Received: 13 Sep 2026 – Discussion started: 01 Oct 2026
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Antennas installed for surveying also measure the water vapour above them, and the way that measurement wobbles from minute to minute tells how the moisture is arranged. We read this signal during two deadly floods in Brazil, in Rio Grande do Sul in 2024 and at Recife in 2022, in regions with no radar or only a distant one. Over a season it separated rainy from dry six-hour periods six to twelve hours ahead, and during both floods it reached extreme values before the heaviest rain.
Antennas installed for surveying also measure the water vapour above them, and the way that...