SalaciaML: A Deep Learning Approach for Supporting Ocean Data Quality Control

We present a skillful deep learning algorithm for supporting quality control of ocean temperature measurements, which we name SalaciaML according to Salacia the roman goddess of sea waters. Classical attempts to algorithmically support and partly automate the quality control of ocean data profiles a...

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Veröffentlicht in:	Frontiers in Marine Science 2021-04, Vol.8, Article 611742
Hauptverfasser:	Mieruch, Sebastian, Demirel, Serdar, Simoncelli, Simona, Schlitzer, Reiner, Seitz, Steffen
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Anomalies Automation Collections Data Data collection Datasets Deep learning Environmental Sciences Environmental Sciences & Ecology Errors Inspection Keras Life Sciences & Biomedicine Marine & Freshwater Biology ocean data view Ocean temperature ocean temperature profiles Oceanic analysis Procedures Quality control Salinity Science & Technology SeaDataNet Temperature measurement Visual inspection
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