Welcome to
Predictive Science Inc's coronal hole (CH) evolution page.
Here you will find the results, software, and data products described in our publication:
- Synchronic coronal hole mapping using multi-instrument EUV images:
Data preparation and detection method.
R. M. Caplan, C. Downs, J. A. Linker
The Astrophysical Journal.
823,1 (2016) 53.
Abstract ▼.
PDF.
We describe a method for the automatic mapping of coronal holes (CH) using simultaneous multi-instrument EUV imaging data. Synchronized EUV images from STEREO/EUVI A&B 195Å and SDO/AIA 193Å are preprocessed, including PSF deconvolution and the application of data-derived intensity corrections that account for center-to-limb variations (limb brightening) and inter-instrument intensity normalization. We systematically derive a robust limb-brightening correction that takes advantage of unbiased long-term averages of data and respects the physical nature of the problem. The new preprocessing greatly assists in CH detection, allowing for the use of a simplified variable-connectivity two-threshold region growing image segmentation algorithm to obtain consistent detection results. We generate synchronic EUV and CH maps, and show a preliminary analysis of CH evolution.
Several data and code products are made available to the community (www.predsci.com/chd): For the period of this study (06/10/2010 to 08/18/14) we provide synchronic EUV and coronal hole map data at 6-hour cadence, data-derived limb-brightening corrections for STEREO/EUVI A&B 195Å and SDO/AIA 193Å, and inter-instrument correction factors to equate their intensities. We also provide the coronal hole image segmentation code module (ezseg) implemented in both FORTRAN OpenMP and GPU-accelerated C-CUDA. A complete implementation of our coronal hole detection pipeline in the form of a ready-to-use MATLAB driver script euv2chm utilizing ezseg is also made available.
A summary of items provided is as follows:
- RESULTS: Browse and download synchronic (often full-sun) EUV and CH map images from June 2010 through August 2014.
- SOFTWARE: Download our ready-to-use software for generating synchronic EUV and CH map images, as well as a modular version of the image segmentation algorithm used for the CH detection. Scripts for generating the EUV preprocessing data are also provided for advanced users.
- DATA PRODUCTS: Go to this page if you wish to apply our data-derived limb brightening corrections and inter-instrument transformation factors to your EUV images.