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Author:

Gu, Qinxue

Title:

Exploring North Atlantic decadal variability using machine learning

Graduate Program:

Meteorology and Atmospheric Science (PHD)

Keywords:

Decadal variability
Machine learning
Self-organizing map
Atlantic Multidecadal Variability
North Atlantic Oscillation
Internal variability
Climate change
Atmosphere-ocean-sea ice interactions
North Atlantic Ocean
Decadal variability
North Atlantic Ocean
Machine learning
Self-organizing map
Atlantic Multidecadal Variability
North Atlantic Oscillation
Internal variability
Climate change
Atmosphere-ocean-sea ice interactions
Decadal variabilityachine learning×Self-organizing map×Atlantic Multidecadal Variability×North Atlantic Oscillation×Internal variability×Climate change×Atmosphere-ocean-sea ice interactions×North Atlantic OceanDecadal variability
Machine learning
Self-organizing map
Atlantic Multidecadal Variability
North Atlantic Oscillation
Internal variability
Climate change
Atmosphere-ocean-sea ice interactions
North Atlantic OceanDecadal variabilityNorth Atlantic OceanMachine learningSelf-organizing mapAtlantic Multidecadal Variability

File:

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Committee Members:

David Stensrud, Program Head/Chair
Andrew Carleton, Outside Unit & Field Member
Melissa Gervais, Chair & Dissertation Advisor
Laifang Li, Major Field Member
Raymond Najjar, Major Field Member

Author:

Gu, Qinxue

Title:

Exploring North Atlantic and North Pacific Decadal Climate Prediction Using Self-Organizing Maps

Graduate Program:

Meteorology and Atmospheric Science

Keywords:

Decadal climate prediction
Self-organizing map
North Atlantic
North Pacific

File:

Download Qinxue_Sharon_Gu_Master_Thesis_V2.pdf

Committee Members:

Melissa Marie Gervais, Thesis Advisor/Co-Advisor
Laifang Li, Committee Member
George Spencer Young, Committee Member
David Jonathan Stensrud, Program Head/Chair