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The datasets for EIS Data Compression (DC) factor investigation are chosen as follows:

1. search EIS study database(info) to find out which study has adopted a specific compression scheme such as DPCM, JPEG95, etc. For example, study 29, 30, 31, 32, 91, 92, 142, 255, 258 have ever used JPEG90 compression scheme.

notes:


2. Once knowing details (eg. ID) of rasters, which using a specific compression scheme, one can extract original data volume for these rasters (through EIS planning database), and the corresponding fits files (through EIS science database), then work out the data set for the investigation. The file datasets_list.txt(info) lists the datasets used in this case.

notes:




The way to calculate EIS on-board compressed data volume with MDP status curves was described in previous post abut EIS DC factor: check it here.

The following links show DC factor variation in different scenarios (eg. AR, QS for SCI_OBJ, 1", 2", 40", and 266" for SLA).

A conservative estimation of average factor is indicated by orange dash-line on the plot, which could be used to improve EIS planning tools.



note:

EIS Data Compression (DC) factors listed here are only for Science Target & Slit/Slot selection. For factor variation upon exposure time, please refer H. Hara's results, (PDF(info))




For easy analysis a data table can be worked out as follows, using the plots shown in above links:


Scheme Total QS AR CH 1" 2" 40" 266"
DPCM 2.192.19 (2.38)2.192.192.542.462.192.18
JPEG982.332.462.223.152.85 (avg)2.312.28 (2.32)
JPEG953.263.643.26 6.126.38 (6.54)3.26
JPEG923.633.31 (avg)6.65 (avg)2.74 (avg)6.53 (avg)2.74 (avg)3.63 (avg)
JPEG903.823.824.343.734.67 (avg) 3.843.78
JPEG854.514.824.514.913.9 (avg) 4.51
JPEG756.20 6.2 18.88 (avg) 6.27.52
JPEG657.33 19.94 (avg) 25.97 (avg) 7.33 (avg)
JPEG5017.7220.9817.72 35.37 (avg) 17.72


Using DC factos (ie. 'total' in above table) to do trend fitting and compare wth those previous numbers used in EIS planning tool, we have:

total EIS DC factor:

DPCMJPEG98JPEG95JPEG92JPEG90JPEG85JPEG75JPEG65JPEG50
2.19 2.33 3.26 3.63 3.82 4.51 6.20 7.33 9.36

previous EIS DC factor:

DPCMJPEG98JPEG95JPEG92JPEG90JPEG85JPEG75JPEG65JPEG50
2.36 2.70 3.47 4.22 4.63 5.74 7.63 9.43 12.00

The orange dash-line in the figure can be described using equation: Y = 2.11768 + 0.556287*X - 0.0855122*X2 + 0.0161953*X3

Thus, the corresponding numbers on the line are:

DPCMJPEG98JPEG95JPEG92JPEG90JPEG85JPEG75JPEG65JPEG50
2.12 2.60 3.02 3.45 4.01 4.79 5.89 7.38 9.39



During EIS science meeting at MSSL in May, the initial proposal to improve EIS planning tool is to set different values for a few scenarios, such as QS, AR, and FLR for SCI_OBJ, Slit (1"+2"), Slot(40"+266") for SLA.

However in this calculation it looks that there is difference, but not too big, of compression factor in different scenarios, especially for example the DPCM compression (values are close to 2.19). This gives an idea we may use a set of single value of EIS compression factor for simplicity.

The nubers are quite different from the ones showned during EIS science meeting in MAY. Basically, there are two reasons for this:
  • we got much more data points to cover all compression schemes (see datasets(info) used in this calculation.
  • the start-time & end-time in some fits headers are not corresponding to the time on MDP data packet curve
    • For example, from eis_l0_20080501_054833.fits.gz header:

strat: 2008-05-01T05:48:33
end: 2008-05-01T05:50:03

It's clear that: if using start-time & end-time in fits header, then the calculated MDP data volume is 0; if using raster duration to get end-time, only partial MDP data packets will be counted; using study duration seems fine to get completed data volume.