A machine learning approach to quality control oceanographic data

Array programming with NumPy

(2020) Charles R. Harris et al.   NATURE

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

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

A Novel Machine Learning Approach Toward Quality Assessment of Sensor Data

(2014) Ashfaqur Rahman et al.   IEEE SENSORS JOURNAL

Biases in Expendable Bathythermograph Data: A New View Based on Historical Side-by-Side Comparisons

(2013) Rebecca Cowley et al.   JOURNAL OF ATMOSPHERIC AND OCEANIC TECHNOLOGY

A Bayesian Framework for the Automated Online Assessment of Sensor Data Quality

(2012) Daniel Smith et al.   SENSORS

Automated Data Quality Assessment of Marine Sensors

(2011) Greg P. Timms et al.   SENSORS

Online anomaly detection for sensor systems: A simple and efficient approach

(2010) Yuan Yao et al.   PERFORMANCE EVALUATION

Anomaly detection in streaming environmental sensor data: A data-driven modeling approach

(2009) David J. Hill et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Global ocean heat content 1955-2008 in light of recently revealed instrumentation problems

(2009) S. Levitus et al.   GEOPHYSICAL RESEARCH LETTERS

A Gibbs function for seawater thermodynamics for −6 to 80°C and salinity up to 120gkg–1

(2008) Rainer Feistel   DEEP-SEA RESEARCH PART I-OCEANOGRAPHIC RESEARCH PAPERS

A Semiautomated Approach for Quality Controlling Large Historical Ocean Temperature Archives

(2008) Ann Gronell et al.   JOURNAL OF ATMOSPHERIC AND OCEANIC TECHNOLOGY

Improved estimates of upper-ocean warming and multi-decadal sea-level rise

(2008) Catia M. Domingues et al.   NATURE

The composition of Standard Seawater and the definition of the Reference-Composition Salinity Scale

(2007) Frank J. Millero et al.   DEEP-SEA RESEARCH PART I-OCEANOGRAPHIC RESEARCH PAPERS