Exploitation of X-band weather radar data in the Andes high mountains and its application in hydrology: a machine learning approach

Exploitation of X-band weather radar data in the Andes high mountains and its application in hydrology: a machine learning approach

Rainfall in the tropical Andes high mountains is paramount for understanding complex hydrological and ecological phenomena that take place in this distinctive area of the world. Here, rainfall drives imminent hazards such as severe floods, rainfall-induced landslides, different types of erosion, amo...

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Auteur principal: Orellana Alvear, Johanna Marlene
Autres auteurs: Bendix, Jörg (Prof. Dr.) (Directeur de thèse)
Format: Dissertation
Langue:anglais
Publié: Philipps-Universität Marburg 2020
Sujets:
Abflussvorhersage
Radar QPE
tropischer Niederschlag
Radarhydrologie
tropical rainfall
Andes
runoff forecasting
radar hydrology
Geowissenschaften
Hochgebirge
high mountains
Radarnetzwerk
X-band radar
X-Band-Radar
Radarniederschlag
radar network
Anden
radar QPE
Earth sciences
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