Global Ocean Forecast Accuracy Improvement Due to Optimal Sensor Placement

Global Ocean Forecast Accuracy Improvement Due to Optimal Sensor Placement

The paper examines the impact of sensor placement on the accuracy of the Global ocean state forecasting. A comparison is made between various sensor placement methods, including the arrangement obtained by the Concrete Autoencoder method. To evaluate how sensor placement affects forecast accuracy, a...

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Bibliographic Details
Main Authors: Turko Nikita, Lobashev Aleksandr, Ushakov Konstantin Viktorovich, Kaurkin Maksim Nikolaevich, Kal'nickiy Leonid Yur'evich, Semin Sergey, Ibraev Rashit
Format: Article
Language:English
Published: Russian Academy of Sciences, The Geophysical Center 2023-12-01
Series:Russian Journal of Earth Sciences
Subjects:
operational forecast
Global ocean
optimal sensor placement
Concrete Autoencoder
data assimilation
Online Access:http://doi.org/10.2205/2023ES000883
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http://doi.org/10.2205/2023ES000883

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