A Comparison Between Magnetic Charge Topology and Local Correlation Tracking of Solar Active Regions...

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A Comparison Between Magnetic Charge Topology and Local Correlation Tracking of Solar Active Regions Joanna Bridge Montana State University Solar Physics REU Program August 2010 Advisors: Lucas Tarr, Dr. Dana Longcope
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Page 1: A Comparison Between Magnetic Charge Topology and Local Correlation Tracking of Solar Active Regions Joanna Bridge Montana State University Solar Physics.

A Comparison Between Magnetic Charge Topology and Local Correlation Tracking of

Solar Active Regions

Joanna BridgeMontana State University Solar Physics REU Program

August 2010

Advisors: Lucas Tarr, Dr. Dana Longcope

Page 2: A Comparison Between Magnetic Charge Topology and Local Correlation Tracking of Solar Active Regions Joanna Bridge Montana State University Solar Physics.

Presentation Overview

Introduction to solar magnetic fields Developing an approach to partitioning and

tracking active regions Current methods for tracking active region

movement Comparing methodologies Conclusions and impacts of this research

Page 3: A Comparison Between Magnetic Charge Topology and Local Correlation Tracking of Solar Active Regions Joanna Bridge Montana State University Solar Physics.

Magnetograms depict line of sight solar magnetic fields

Page 4: A Comparison Between Magnetic Charge Topology and Local Correlation Tracking of Solar Active Regions Joanna Bridge Montana State University Solar Physics.

Magnetograms depict line of sight solar magnetic fields

MDI images were taken at 96 minute intervals

To track active regions, a mask is created that partitions subregions of flux

Potential problems: Over several days, regions

tend to disappear and reappear from time to time

Labels switch seemingly arbitrarily

Page 5: A Comparison Between Magnetic Charge Topology and Local Correlation Tracking of Solar Active Regions Joanna Bridge Montana State University Solar Physics.

A reliable algorithm for pole consistency was developed

Page 6: A Comparison Between Magnetic Charge Topology and Local Correlation Tracking of Solar Active Regions Joanna Bridge Montana State University Solar Physics.

A reliable algorithm for pole consistency was developed

Page 7: A Comparison Between Magnetic Charge Topology and Local Correlation Tracking of Solar Active Regions Joanna Bridge Montana State University Solar Physics.

Three algorithms were used to smooth unruly data

In the end, only two of the original three functions for cleaning up poles were retained

Some hand-fixing of labels was required

Page 8: A Comparison Between Magnetic Charge Topology and Local Correlation Tracking of Solar Active Regions Joanna Bridge Montana State University Solar Physics.

Local Correlation Tracking (LCT) is the current method for tracking regions

LCT tracks movement of individual pixels of magnetograms to determine velocities

Potential problems: Underestimation of

areas of stronger flux Overemphasis on

weaker flux regions

Page 9: A Comparison Between Magnetic Charge Topology and Local Correlation Tracking of Solar Active Regions Joanna Bridge Montana State University Solar Physics.

Creating the mask currently relies on LCT

Mask regions have commonly been generated starting with the final LCT velocity fields and advecting back to the initial mask

Using this mask to analyze the effectiveness of LCT begs the question since the mask was found using LCT to begin with

Our method for creating the mask depends entirely on tessellation algorithms instead of LCT, allowing for both analysis of LCT and our method

Page 10: A Comparison Between Magnetic Charge Topology and Local Correlation Tracking of Solar Active Regions Joanna Bridge Montana State University Solar Physics.

QuickTime™ and aYUV420 codec decompressor

are needed to see this picture.

MCT is used to approximate the flux regions as flux-weighted centroids

The mask is generated from these sources

Magnetic Charge Topology (MCT) tracks source movement

Page 11: A Comparison Between Magnetic Charge Topology and Local Correlation Tracking of Solar Active Regions Joanna Bridge Montana State University Solar Physics.

Velocities can be determined by tracking pole movement

Centroid velocities:

[x(i+1) - x(i)] / [time(i+1) - time(i)]

Page 12: A Comparison Between Magnetic Charge Topology and Local Correlation Tracking of Solar Active Regions Joanna Bridge Montana State University Solar Physics.

Comparison between MCT and LCT showed a high degree of correlation

Page 13: A Comparison Between Magnetic Charge Topology and Local Correlation Tracking of Solar Active Regions Joanna Bridge Montana State University Solar Physics.

Comparison between MCT and LCT showed a high degree of correlation

Page 14: A Comparison Between Magnetic Charge Topology and Local Correlation Tracking of Solar Active Regions Joanna Bridge Montana State University Solar Physics.

Comparison between MCT and LCT showed a high degree of correlation

Page 15: A Comparison Between Magnetic Charge Topology and Local Correlation Tracking of Solar Active Regions Joanna Bridge Montana State University Solar Physics.

Comparison between MCT and LCT showed a high degree of correlation

Page 16: A Comparison Between Magnetic Charge Topology and Local Correlation Tracking of Solar Active Regions Joanna Bridge Montana State University Solar Physics.

Further analysis confirms this agreement between the two methods

Page 17: A Comparison Between Magnetic Charge Topology and Local Correlation Tracking of Solar Active Regions Joanna Bridge Montana State University Solar Physics.

Conclusions/Impacts

Finding a repeatable algorithm to create masks not using LCT is feasible and effective

Comparison of LCT and MCT allows for confirmation of the validity of both methods

Where MCT does not match LCT, there is a reasonable explanation for it

Tracking movement of active regions comes into play in energy storage and helicity calculations

Page 18: A Comparison Between Magnetic Charge Topology and Local Correlation Tracking of Solar Active Regions Joanna Bridge Montana State University Solar Physics.

Thank you!

Acknowledgments: Lucas Tarr Dana Longcope NSF The entire solar physics group here at MSU My cohorts here this summer