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Vexvare committed Nov 22, 2022
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14 changes: 9 additions & 5 deletions README.md
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Expand Up @@ -25,18 +25,22 @@ If you don't already have data such as a time series, call Create_AIA_Time_Serie
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Once a data set of interest has been obtained, multiple solar event identification methods are built into the toolkit, examples being Identify_CHARM_CH_Boundary.py, Identify_HMI_Magnetogram_Network_Boundary.py, and Identify_TRACE_Coronal_Loops.py to name a few. Calling these files will prompt the user to identify either a time of interest, or a data set of interest, with which the identification method will use to identify solar features or events.


<img src="Photos/Identify_CH.png" alt="drawing" width="500"/> <img src="Photos/Identify_Loops.png" alt="drawing" width="500"/>
<p align="center">
<img src="Photos/Identify_CH.png" alt="drawing" width="400"/> <img src="Photos/Identify_Loops.png" alt="drawing" width="400"/>
</p>

Alongside solar event identification methods being included in the Toolkit, solar analysis methods such as Multifractal Detrended Fluctuation Analysis (MF-DFA) and Solarbextrapolation's Potential Field Extrapolation are included. These allow for analysis of solar data in quick and easy to use programs. Examples are shown below.

<p align="center">
<img src="Photos/Overlay_Example.png" alt="drawing" width="500"/>
</p>
<p align="center">
<img src="Photos/MFDFA_TS_Example.png" alt="drawing" width="400"/> <img src="Photos/DFA_Interactive_Example.png" alt="drawing" width="400"/>
</p>

<img src="Photos/MFDFA_TS_Example.png" alt="drawing" width="500"/> <img src="Photos/DFA_Interactive_Example.png" alt="drawing" width="500"/>

![Photo7](Photos/PlotPotentialSnapshot.png)
<p align="center">
<img src="Photos/PlotPotentialSnapshot.png" alt="drawing" width="600"/>
</p>

Future versions work to improve functionality and useability of the Toolkit, as well as including more solar instruments, event identification methods, and analysis methods.

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