IOAA 2009, Анализ на данни — Задача 1. CCD Image Processing

3rd International Olympiad of Astronomy and Astrophysics — Practical Competition · 17 октомври 2009 г. · 60 т.

Условие

As an exercise of image processing, this problem involves use of a simple calculator and tabular data (table 1.1) which contains the pixel values of an image during the given exposure time. This image, which is a part of a larger CCD image, was taken by a small CCD camera, installed on an amateur telescope and using a V band filter. Figure 1.1 shows this 50×5050 \times 50 pixels image that contains 5 stars.

A 50 × 50 pixel CCD image in grey levels on a black background showing five stars as white pixel blobs of different sizes; the star numbers are not visible on the image.
Figure 1.1

In table 1.1 the first row and column indicates the pixels’ x and y coordinates. Table 1.2 gives the telescope and the image specifications.

Table 1.2

Telescope focal length1.20 m1.20\ m
CCD pixel size25×25 μm25 \times 25\ \mu m
Exposure time450 s450\ s
Telescope zenith angle25∘25^{\circ}
Average extinction coefficient in VV band0.30.3 mag/airmass

The observer identified stars 1, 3 and 4 by comparing this image with standard star catalogues. Table 1.3 shows stars true magnitudes (mtm_t) as given in the catalogue.

Table 1.3

Starmtm_t
19.03
36.22
48.02

Tabela (1)

Pixeis1234567891011121314151617181920212223242526272829303132333435363738394041424344454647484950
12445660905311452553856319673178326662104102932922251
210168100647192383488295970961310268853041375511113406
376646521043227164936373164343391035910729107739392398
458281344443568289261938610068851848970914998938579
571092585258316294384067687249358950517109991391488
62875128287410448891272843248559512586714754110622223
71026409108709091107324976814997843876392924638558157
837145258176881059257812448130102839101863145691522941
91061049731975731368136494919144832777312935357350527
1082878209427748092670377023618553475236946428032314
116511047580934729985112198102274305654513853836444610
128510813264110501018405649736952211026421830255361047364
133676444112137448523749366397850251084861051016391674576
142221041009202798206511751721156334031051958350687851533487
151856616148033239804185946363613327710855123431554126152515653
1663108683520479820664995880105728214849424637659235394512240341
1771103210947138310565303753630256252789898113561426355919631839
183689619234167010723223284687380096769888935196684744093
1943063748108676160104416227523066290743216128297328778
206755962891065810217931317910848107413699289105857786935
211964835518718540162108251042875621511046110789536161092
22477286799186992854410981051037045709576519104918537874
23458956786685311614393431654011107381247452810180519135791
2449715245922102384475840266510786266742468101971031106622910231096561
25574817724663991961961651078543705107801701065398104910103310092441510336
2611540332649123010963145266310783265847102045546852510459698111150
2746117931948121022866844416442339396473178343106560088691
2819413761099304554675572102691585952200136622111077902
29402915785782199271054349608360335706609933333511466
302188645431920637105282102577950651597776461389638385
31312558453110407432395831957875086015560591626053224
32354813935919698536844122722651209685590675102577134
33383679301383385117997557519729492642201032441694923
345709351808765618145357510910810441138645894891027942422510
357668972899566839696213383829719289522057391195355967788
3611028830715342710515061960354181215865502810102394258708
3779725480253113349072593625335851267107462966911162102
3861064576779995762338775591731252418103426424966730
39322182163310777631311311794280554018165779021382862
40185925109710775193799764483742152650143812776023545434
41606774810796367002924927333796060071550520415109016799810211
421752374918295729278209152919642267372040823620313577141725208
43171621048772748560543710653362624133165082040504808927736227
4483103487779216271010417551048230828101284010283374992731
4551088410859632458222929301661260227410232864843763811
461630954096278677463324824321068782588102199063589870
47742882483481280101686806210210858623169514249810381285
4818225522564156284786840834068703467323451993902351
498427103511898115765386336103488108842826348293363098
5062848753122353251331196627729822337052442534477016

a. Using the available data, determine the instrumental magnitudes of the stars in the image. Assume the dark current is negligible and the image is flat fielded. For simplicity you can use a square aperture.

Hint: The instrumental magnitude is calculated using the difference between the measured flux from the star in the aperture and the flux from an equivalent area of dark sky.

b. The instrumental magnitude of a star in a CCD image is related to true magnitude as

mI=mt+KX−Zmagm_I = m_t + KX - Zmag

where KK is extinction, XX is airmass, mIm_I and mtm_t are respectively instrumental and true magnitude of star and ZmagZmag is zero point constant. Calculate the zero point constant (ZmagZmag) for identified stars. Calculate average zero point constant (ZmagZmag).

Hint: Zero point constant is the constant reducing extinction-free magnitudes to the true magnitude.

c. Calculate true magnitudes of stars 2 and 5.

d. Calculate CCD pixel scale for the CCD camera in units of arcsec.

e. Calculate average brightness of dark sky in magnitude per square arcsec (mskym_{sky}).

f. Use a suitable plot to estimate astronomical seeing in arcsec.

Решение

Внимание: Непълно решение

В архива няма официално решение на тази задача.


Оригинал в Архива: 2009_Data_analysis.pdf