PERSISTENCE MAPPING USING EUV SOLAR IMAGER DATA
Creators
- 1. NASA Goddard Space Flight Center, Code 671, Greenbelt, MD 20771 (United States)
- 2. NASA Goddard Space Flight Center, Code 670, Greenbelt, MD 20771 (United States)
Description
We describe a simple image processing technique that is useful for the visualization and depiction of gradually evolving or intermittent structures in solar physics extreme-ultraviolet imagery. The technique is an application of image segmentation, which we call "Persistence Mapping," to isolate extreme values in a data set, and is particularly useful for the problem of capturing phenomena that are evolving in both space and time. While integration or "time-lapse" imaging uses the full sample (of size N ), Persistence Mapping rejects ( N − 1)/ N of the data set and identifies the most relevant 1/ N values using the following rule: if a pixel reaches an extreme value, it retains that value until that value is exceeded. The simplest examples isolate minima and maxima, but any quantile or statistic can be used. This paper demonstrates how the technique has been used to extract the dynamics in long-term evolution of comet tails, erupting material, and EUV dimming regions.
Availability note (English)
Available from http://dx.doi.org/10.3847/0004-637X/825/1/27Additional details
Identifiers
Publishing Information
- Journal Title
- Astrophysical Journal
- Journal Volume
- 825
- Journal Issue
- 1
- Journal Page Range
- [12 p.]
- ISSN
- 0004-637X
- CODEN
- ASJOAB
INIS
- Country of Publication
- United States
- Country of Input or Organization
- International Atomic Energy Agency (IAEA)
- INIS RN
- 49011582
- Subject category
- S79: ASTROPHYSICS, COSMOLOGY AND ASTRONOMY;
- Descriptors DEI
- CAPTURE; COMETS; DATA ANALYSIS; EVOLUTION; EXTREME ULTRAVIOLET RADIATION; IMAGE PROCESSING; SPACE; STATISTICS; SUN
- Descriptors DEC
- DATA PROCESSING; ELECTROMAGNETIC RADIATION; MAIN SEQUENCE STARS; MATHEMATICS; PROCESSING; RADIATIONS; STARS; ULTRAVIOLET RADIATION