Concepedia

A framework for automated anomaly detection in high frequency water-quality data from in situ sensors

Catherine Leigh, Omar Alsibai, Rob J. Hyndman, Sevvandi Kandanaarachchi, Olivia C. King, James McGree, Catherine Neelamraju, Jennifer Strauss, Priyanga Dilini Talagala, Ryan Turner,

The Science of The Total Environment · 2019 · 131 citations · 37 references

Open access

Concepts

ComputingEnvironmental EngineeringHydrologyEnvironmental MonitoringWater Quality EngineeringWater Resources EngineeringAnomaly DetectionAnomaly Detection In Time SeriesFault DetectionOutlier DetectionOutlier HandlingWater QualityData Anomaly DetectionEnvironmental Anomaly DetectionIn-situ Water Quality SensorsSensor-based Anomaly DetectionWater Pollution MonitoringWater Quality MonitoringWater Quality Remote Sensing

References

37

R: A Language and Environment for Statistical Computing

R Core Team · 2000 · 353K citations · Full text

Natural Sciences, Computer Science, Statistical Computing +10

A new look at the statistical model identification

Hirotugu Akaike · IEEE Transactions on Automatic Control · 1974 · 50.7K citations · Full text

Business, Biostatistics, Statistical Modeling +9

Time Series Analysis: Forecasting and Control

Michael D. Geurts, George E. P. Box, Gwilym M. Jenkins · Journal of Marketing Research · 1977 · 19.3K citations

Computing, Data Science, Forecasting +11

Multidimensional binary search trees used for associative searching

Jon Bentley · Communications of the ACM · 1975 · 7.5K citations · Full text

Computing, Computer Science, Algorithms +16

The Natural Flow Regime

N. LeRoy Poff, J. David Allan, Mark B. Bain et al. · BioScience · 1997 · 6.4K citations · Full text

Natural Resources, Hydrology, Water Resources Management +13