A Nested K-Nearest Prognostic Approach for Microwave Precipitation Phase Detection over Snow Cover

Monitoring changes of precipitation phase from space is important for understanding the mass balance of Earth's cryosphere in a changing climate. This paper examines a Bayesian nearest neighbor approach for prognostic detection of precipitation and its phase using passive microwave observations...

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Veröffentlicht in:	arXiv.org 2019-02
Hauptverfasser:	Takbiri, Zeinab, Ebtehaj, Ardeshir, Foufoula-Georgiou, Efi, Pierre-Emmanuel Kirstetter, Turk, F Joseph
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Cryosphere Euclidean geometry False alarms Mass balance Moisture content Physics - Geophysics Precipitation Rainfall Snow Snow cover Solid phases Statistics - Applications Water Weather forecasting
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