A practical reference to established and modern data analysis techniques in earth and ocean sciences. Its five major sections address data acquisition and recording, data processing and presentation, statistical methods and error handling, analysis of spatial data fields, and time series analysis methods.
A practical reference to established and modern data analysis techniques in earth and ocean sciences. Its five major sections address data acquisition and recording, data processing and presentation, statistical methods and error handling, analysis of spatial data fields, and time series analysis methods.
Richard E. Thomson is a researcher in coastal and deep-sea physical oceanography within the Ocean Sciences Division. Coastal oceanographic processes on the continental shelf and slope including coastally trapped waves, upwelling and baroclinic instability; hydrothermal venting and the physics of buoyant plumes; linkage between circulation and zooplankton biomass aggregations at hydrothermal venting sites; analysis and modelling of landslide generated tsunamis; paleoclimate using tree ring records and sediment cores from coastal inlets and basins.
Inhaltsangabe
1. Data Acquisition and Recording 2. Data Processing and Presentation 3. Statistical Methods and Error Handling 4. The Spatial Analyses of Data Fields 5. Time-series Analysis Methods 6. Digital Filters 7. Machine Learning Methods 8. Neural networks, convolutional neural networks and deep learning
1. Data Acquisition and Recording 2. Data Processing and Presentation 3. Statistical Methods and Error Handling 4. The Spatial Analyses of Data Fields 5. Time-series Analysis Methods 6. Digital Filters 7. Machine Learning Methods 8. Neural networks, convolutional neural networks and deep learning
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