A novel quality control method of time-series ocean wave observation data combining deep-learning prediction and statistical analysis

A review on the progress and research directions of ocean engineering

(2023) Sasan Tavakoli et al.   OCEAN ENGINEERING

Uncertainties in the application of artificial neural networks in ocean engineering

(2023) Nerea Portillo Juan et al.   Ocean Engineering

A machine learning approach to quality control oceanographic data

(2021) G.P. Castelão   COMPUTERS & GEOSCIENCES

Generalised linear model-based algorithm for detection of outliers in environmental data and comparison with semi-parametric outlier detection methods

(2019) Martina Čampulová et al.   Atmospheric Pollution Research

PIRATA: A Sustained Observing System for Tropical Atlantic Climate Research and Forecasting

(2019) Bernard Bourlès et al.   Earth and Space Science

Integration of deep feature extraction and ensemble learning for outlier detection

(2019) Debasrita Chakraborty et al.   PATTERN RECOGNITION

VOS: A new outlier detection model using virtual graph

(2019) Chao Wang et al.   KNOWLEDGE-BASED SYSTEMS

Outlier detection based on a dynamic ensemble model: Applied to process monitoring

(2019) Biao Wang et al.   Information Fusion

Adaptive kernel density-based anomaly detection for nonlinear systems

(2018) Liangwei Zhang et al.   KNOWLEDGE-BASED SYSTEMS

A Data Quality Control Method for Seafloor Observatories: The Application of Observed Time Series Data in the East China Sea

(2018) Yusheng Zhou et al.   SENSORS

ICOADS Release 3.0: a major update to the historical marine climate record

(2016) Eric Freeman et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

EN4: Quality controlled ocean temperature and salinity profiles and monthly objective analyses with uncertainty estimates

(2013) Simon A. Good et al.   JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS