Slide1: TECHNIQUES FOR IMAGING VERY FAINT OBJECTS
NO MAGIC, JUST DO EVERYTHING RIGHT
(or at least try to!)
by Paul Boltwood
ITS November 8, 2002 Salem Oregon
This talk is on the conference CDR
Copyright (C) 1996-2002 Paul Boltwood
Slightly updated January 15, 2006
SKY & TELESCOPE DEEP FIELD CONTEST: SKY & TELESCOPE DEEP FIELD CONTEST one of the reasons I was invited here was that I won this contest with an image that reached mag. 24.1
see Bradley Schaefer’s articles S&T May 1998 and May 1999
I should not have won because I had:
suburban skies
a CCD with 40% peak quantum efficiency
16" aperture
done a crude reduction
many amateurs surpass me in all of these departments
as soon as I heard that I won, I re-reduced the image carefully and reached mag. 24.5 – but too late for S&T
in this talk I will tell you how I did this
PHILOSOPHY BEHIND THE TECHNIQUES: PHILOSOPHY BEHIND THE TECHNIQUES when I started in 1989, I wanted to do some publishable science and I ended up doing photometry of blazars, ~100,000 images
having my data accepted by scientists was my motivating force and my strategy was:
“try to do everything right”
most professionals in North America assume that an amateur is incompetent until proven otherwise
when I design something, I try to learn the theory behind my equipment & techniques and be very thorough
WHY IS SO MUCH HOMEMADE?: WHY IS SO MUCH HOMEMADE? during this talk you will see that most of my equipment and software is homemade. Everything in this talk that does not have a brand name, I have designed, and either built or had built.
I like designing and building this stuff, and I know how to do it
I started before much of today’s equipment was available
to keep costs down, I used my labour rather than money
for the scientific work especially, I needed to know that everything works properly and in a known way. Equipment manufactured for amateurs is deficient in this regard:
optical performance data is not available, esp. non-visual
software source code is not available
mechanical performance is usually inadequate
database handling is not provided
wrong approach taken for scientific work
WHY DO I HAVE AN OBSERVATORY?: WHY DO I HAVE AN OBSERVATORY? allows use of superior, non-portable, equipment
avoids losing alignment and collimation
has electrical power
observing in the Frozen North near Ottawa, Canada makes an insulated heated equipment room especially desirable:
makes long exposures feasible
allows use of long winter nights even at -35°C
protects computers and electronics
stores books and accessories
allows money earning activities while waiting for exposures
BOLTWOOD OBSERVATORY (1): BOLTWOOD OBSERVATORY (1) In The Far Backyard At Home
BOLTWOOD OBSERVATORY (2): BOLTWOOD OBSERVATORY (2) Roof Rolled Off To The South
BOLTWOOD OBSERVATORY (3): BOLTWOOD OBSERVATORY (3) Telescope Room, Old Homemade Camera
BOLTWOOD OBSERVATORY (4): BOLTWOOD OBSERVATORY (4) Telescope Room, AP7p Camera telescope room is cool in the sun because double skinned and ventilated, including between skins. Thermal design by Rob Dick
biggest fault is no dome. Cannot observe if windy
walls are black because original use was visual with a refractor. Roll-off roof ceiling is white to provide light while working on equipment
convenient access more important than dark skies for my work so I located at home
MOUNT: MOUNT Byers Series 2 (sort of), with modifications:
backlash removal
stiffened DEC drive (15* better than Byers)
stiffened mounting plate
overloaded with 180 lb optical tube assembly
tracking error in 2 minute exposure is imperceptible
periodic error correction not used or needed
no guiding either
stepping motors limited to 15 times siderial rate
OPTICAL TUBE ASSEMBLY (1): OPTICAL TUBE ASSEMBLY (1) focus flap motors, no longer used
rotating secondary, 4 ports
eyepiece focuser
S.S. angle stiffeners epoxied on
11*80 finder
square wooden tube:
allows home carpentry
supports extensive baffling
corners allow tube currents to escape away from light path
easy to mount items on
corner spaces are useful
allowed a demountable primary cell
OPTICAL TUBE ASSEMBLY (2): OPTICAL TUBE ASSEMBLY (2) Primary Cell – Designed And Built By Max Stuart collimation adj. using a rod end
OPTICAL TUBE ASSEMBLY (3): OPTICAL TUBE ASSEMBLY (3) Primary Mirror Support holes for rod ends
OPTICAL TUBE ASSEMBLY (4): OPTICAL TUBE ASSEMBLY (4) Spider Assembly And Baffling
BAFFLING: BAFFLING no non-imaging light should get to the focal plane or intermediate optical surfaces
optics often have light-scattering dust on them
baffles at right angles to the light are the primary defence. Black paint is a secondary defence
unbaffled focusers, extension tubes, cameras are major sources of flare
you should be able to work near the moon as long as it is not actually shining on your primary
you should be able to turn on the observatory lights with little impact while CCD observing
OPTICS: OPTICS 16" f/4.7 primary on Astro Sitall zero expansion substrate by Peter Ceravolo
2 times better than diffraction limit
zero expansion substrate replaced a previous pyrex primary for a several times reduction in focus drift
3.1" Newtonian secondary by Galaxy, RMS .016 wave
Televue 2" Big Barlow normally used
Televue Paracorr used for wide field
Televue 5X Powermate intended for narrow field but not fully tested
UBVRI filters for photometry by Omega, RGB filters for astrophotography by Custom Scientific
OPTICS PROBLEMS: OPTICS PROBLEMS amateur optics don't cover CCD spectral extremes
refractive optics suffer from chromatic aberrations, and filters may pass unexpected UV or IR. Do not use photographic filters
wish I had a Ritchey-Chretien Cassegrain matched to camera
before buying your 4096*4096 CCD, check your optical aberrations in the corners, and alignment and focus capability. This stuff is hard enough at 512*512
before using multicoated optics, check what happens at the spectral extremes
design such that all optical surfaces are far from focus. Then dust will not affect your flat fields very much
black anodizing is clear in the near IR, so paint it
I use Krylon Ultra Flat Black spray
FOCUSER & CAMERA ASSEMBLY: FOCUSER & CAMERA ASSEMBLY anti-backlash
umbilical
focuser frame
focus sled
optics tube
collet
AP7p camera
filter wheel
fan for 3°C cooler CCD
tarp on ceiling
FOCUSER: FOCUSER 5.5 inch range to allow for magnifying optics
stepping motor and limit switches
linear bearings
the camera is always at same rotation on sky
EXPLODED CAMERA ASSEMBLY: EXPLODED CAMERA ASSEMBLY magnifiers with buttress thread baffling Collet filter wheel Apogee AP7p extra filter holder camera clamps filter disk motor
FILTER WHEEL: FILTER WHEEL 10 positions for 1" filters
microstepped stepping motor
wheel is carefully balanced
2 optical switches for positioning wheel:
one with 1 hole, other with 10 holes
switches are checked to be sure that the correct filter is in place at each move
AP7p not fastened in the normal way – clamps are used
AP7p penetrates into face of housing
filter is very close to housing
permits the use of 1" filters – 2" is normal
note the baffle to correct shiny ring in the camera
CCD CAMERA: CCD CAMERA current camera Apogee AP7p with SiTe 502A chip
has blue sensitivity and 80% peak quantum efficiency, more thermal noise and hot pixels, poor temperature control, 512*508 pixels old homemade camera with Thomson TH7883 chip in vacuum, liquid cooled, chip at -72°C, low thermal noise and very few hot pixels
has little blue sensitivity, 40% peak quantum efficiency, excellent flatness, good temperature control, 382*574 pixels. Used for S&T Deep Field
CALIBRATION FLAT FIELD LIGHT SOURCE: CALIBRATION FLAT FIELD LIGHT SOURCE purpose is to flood telescope entrance aperture to simulate a sky background:
puts diffuser across full aperture and in contact. Need exactly the same light path as for sky background
diffuser needs to be evenly lit
spectra to match night sky (not likely!)
four 35W tungsten halogen lamps with blue-green and IR cut filters on each
regulated power required
inside covered with crumpled Al foil
clips onto front of OTA, 40"*40"*11.5"
4% variation across diffuser - best I could do in an 11.5" thick package
BOLTWOOD OBSERVATORY (5): BOLTWOOD OBSERVATORY (5) Equipment Room
ELECTRONICS (1): ELECTRONICS (1) power and switch panel
rack of microprocessor boards
flat fielder power supply
modular
use Microchip PIC microcontrollers, one per function
complex stepping motor control firmware in 4 of them
all time critical functions are done in the microcontrollers
almost electronics all are in equipment room to ease repairs and reduce thermal wear & tear
ELECTRONICS (2): ELECTRONICS (2) control of telescope fans & heaters, button box sound, temp. readouts
RA & DEC stepping motor drives, button box
filter wheel & focuser motor drives
serial backplane controller with parallel port interface to PC
ELECTRONICS (3): ELECTRONICS (3) Rack Backplane For Microcontroller Boards
COMPUTER AND SOFTWARE SUMMARY: COMPUTER AND SOFTWARE SUMMARY observatory computer is a Pentium II 333 MHz, 256 MB RAM, 60 GB hard drive
17" 1600*1200 display
software:
Windows 2000 because it allows simultaneous star mapping, data base, observing, reduction, and non-astronomical work
telescope control
image data base
reduction
MaxIm
star mapping:
Guide 8.0 with A2.0 catalog to mag 20 - 526,280,881 stars and a million galaxies
DSS available at house over web
TELESCOPE CONTROL SOFTWARE: TELESCOPE CONTROL SOFTWARE VB and C++ software
position & exposure info. usually from “.aux” files or script
uses MaxIm for camera driver, auto- focus, mount jogger, image display
corrects for refraction and flexure for position and focus
corrects for temperature for focus
optionally runs scripts in my own language
images are rotated to have north at the top immediately upon readout
often not attended for 90 minutes
normal exposure is 2 minutes with many frames merged in reduction
DATA BASE: DATA BASE has index to 120,000 images, all FITS with extensive headers
allows semi-automatic data reduction
observations are grouped by “group files” to aid reduction
observing and reduction software updates data base automatically
user interface package:
searches data base in several ways
uses MaxIm to display images
allows display and editing of FITS headers (singly or in bulk)
allows display and editing of “group files”
VB and C++ software
DATA BASE USER INTERFACE: DATA BASE USER INTERFACE
CALIBRATION FRAMES: CALIBRATION FRAMES I do 16 frames each of bias, deferred charge and flat fields which are then averaged to reduce noise
deferred charge frame was used for my old homemade TH7883 camera, not yet for AP7p:
was several times more important than bias frame
added to image to compensate for trapped electrons
10+ hours of 1000 sec. dark frames for each CCD temperature:
calibrated and summed to form thermal frame
prorated by exposure time when used – assumes good camera
quality is dependant upon camera temperature regulation
normal image reduction procedures are used to create master calibration frames from raw calibration frames
bad pixels in master calibration frames are marked and not used in image reduction
REDUCTION SOFTWARE (1): REDUCTION SOFTWARE (1) produces master calibration, astrophoto and photometric reductions
runs scripts
all pixel computations are 32 bit floating point, 16 bits inadequate
reduced images have a large dynamic range due to merging
C++ software
REDUCTION SOFTWARE (2): REDUCTION SOFTWARE (2) automatic, driven by:
"group" file listing image files and FITS headers
control file giving star, sky, and exclusion zone locations
merges images interpolating between pixels to correct for translation, scale, and rotation
cosmic rays removed from calibration and image frames during:
overscan averaging
raw frame calibration
frame merging
bad pixels (due to many sources) are marked and avoided – merge is corrected for these missing pixels
variance frames are maintained (primarily for photometry)
REDUCTION PROCEDURE SUMMARY: REDUCTION PROCEDURE SUMMARY manually delete bad images from the group file
reduction software then:
calibrates each raw image pixel by pixel
measures each calibrated image
merges calibrated images based on those measurements into buffers. Each image is multiplied by a weight that is larger for better images
completes the merge
optionally flatten the image to correct errors in flat field calibration
optional MaxIm deconvolution and other fiddling
will use S&T Deep Field image as the example in what follows
CALIBRATE EACH RAW IMAGE: CALIBRATE EACH RAW IMAGE scan lines have 32 overscan pixels beyond the real pixels
average these along the line
subtract overscan from each pixel to remove certain camera problems
apply bias, deferred charge, thermal, and flat master calibration frames
for each pixel:
cal = (raw-overscan- bias+defchg- (prorated_therm))/flat
bad pixels are marked and not used
S&T Deep Field Raw Frame
MEASURE EACH CALIBRATED IMAGE: MEASURE EACH CALIBRATED IMAGE using pattern matching, locate the "key" star
measure:
sky background
centers for each of 2 "locating" stars
shape of "locating" stars
reject any calibrated image where "location" star elongation is too large
estimate the variance of a faint object in this image:
est_var = sky_var * exp(key_mag - key_min_mag) * (fwhm*fwhm) is proportional to it
weight for frame when merging is 1/est_var
compute translation, scale, and rotation required for registration
compute weighted sky estimate and add to sum
MERGE EACH CALIBRATED IMAGE: MERGE EACH CALIBRATED IMAGE merge this calibrated image into 12 merging buffers
12 needed to handle variance, weight, and cosmic ray removal later
bad pixels are skipped
subpixel merge into the image buffers using bilinear interpolation
subtract sky from each pixel because it is so dominant
weight each pixel by 1/(est_var)
add weight to the sum_of_weights buffer for each pixel
for each pixel location, remember max and next_to_max value seen in buffers for cosmic ray removal later
COMPLETE MERGE: COMPLETE MERGE remove cosmic rays. For a pixel:
use merged image value excluding max and next_to_max values
statistically decide whether max is a cosmic ray, ditto next_to_max
if cosmic ray, remove from sum and sum_of_weights buffers
compute for frame: sky = weighted_sky_sum / sum_of_sky_weights
compute for each pixel: pixel = (weighted_sum / sum_of_weights) + sky
S&T Deep Field Merged
FLATTENING THE IMAGE: FLATTENING THE IMAGE why isn't it flat now?
I did flat field every raw frame but there is an extreme sensitivity to flat field errors due to light pollution
range of image is 1.444e6 to 1.459e6 photons/pixel, just 1%
image is 99% light pollution
sky flatness failure is 6000 photons/pixel, just .4%, but that is 40% of the total image range
flattening method:
separate sky from stars and other objects
examine sky near each final image pixel to get a sky estimate for that pixel
for each pixel subtract off local sky estimate, add on overall sky average
only works with small objects, and fails with nebulosity
S&T DEEP FIELD FINISHED IMAGE: S&T DEEP FIELD FINISHED IMAGE Mag. 24.5 Objects Have SNR Of 3 According To Bradley Schaefer
FAINT TARGET URBAN CCD PROBLEM: FAINT TARGET URBAN CCD PROBLEM flattening the sky background is the #1 problem
any spectrally independent lack of flatness in the CCD chip does not matter as long as your master calibration frame is good (this does require care)
what matters is any spectrally dependant lack of flatness
spectral variation of each pixel’s sensitivity creates the problem because sky background, target, and the flat field light source all have a different spectral content
back illuminated chips are especially bad due to interference effects
CCD FLATNESS COMPARISON: CCD FLATNESS COMPARISON Thomson CSF TH7883 and SiTe 502A were compared
used master flat calibration frames for B, V, R, and I photometric filters where the average pixel value was 1.
measured standard deviations of flat differences between filters:
TH7883 SiTe 502A
B-V 0.0144
V-R 0.0027 0.0052
R-I 0.0058 0.0168
the TH7883 should be able, ultimately, to go substantially deeper, but with much longer exposures.
SPECIAL URBAN REQUIREMENTS: SPECIAL URBAN REQUIREMENTS high flat field quality
proper baffling
perhaps filtering for light pollution. I have not tried this except to use a photometric I filter to darken sky
my skies are suburban at <19.3 mag./sq.arcsec (dark is 22) so my advice may not be entirely appropriate
the ability with the CCD to subtract the sky makes the big urban difference in comparison with film or eyesight
unfortunately, due to higher sky noise and flat fielding failure, an urban site still cannot match a dark site
ASTROPHOTO SUGGESTIONS: ASTROPHOTO SUGGESTIONS when doing astrophotos, avoid the hackneyed objects, or at least do some different view of them
pick suitable targets:
that fit the chip well
are overhead at the middle of the observing session
do long exposures
get in close
EXAMPLE OF CLOSE IN - CORE OF M31 (1): EXAMPLE OF CLOSE IN - CORE OF M31 (1) usual amateur picture covers 3 degrees and the center 15 arcmin is burned out
this has .47 arcsec pixels, 3.0*4.5 arcmin
7" refractor, homemade CCD camera, no filter
54 min. exposure
some interesting dark patches on the left
EXAMPLE OF CLOSE IN - CORE OF M31 (2): EXAMPLE OF CLOSE IN - CORE OF M31 (2) same image, different stretch
center of the reduced image was not saturated and this shows that M31 has a very bright point-like center - not evident in most photos
EXAMPLE OF CLOSE IN - CORE OF M31 (3): EXAMPLE OF CLOSE IN - CORE OF M31 (3) same image
unsharp masked in MaxIm (but the official way failed)
mask made using low pass FFT filter with 2.5% cutoff and 100% weight
image - mask + 10000 using pixel math
10000 added because MaxIm does not understand negative numbers
EXAMPLE OF CLOSE IN - CORE OF M31 (4): EXAMPLE OF CLOSE IN - CORE OF M31 (4) deconvolved using MaxIm
in this image the background is not the sky – it is the star clouds of M31
EXAMPLE OF A DIFFERENT VIEW - NGC 206 IN M31: EXAMPLE OF A DIFFERENT VIEW - NGC 206 IN M31 I R V photometric filtered images rendered as R G B
faintest star visible limited by confusion - more resolution is needed to do better, not more exposure
pixel size 1.09 arcsec
exposures: I 348 min.
R 562 min.
V 434 min.
16" Newtonian, homemade CCD camera
weighted merge was tuned to enhance sharpness
ALIGNMENT FOR GERMAN EQUATORIALS (1): ALIGNMENT FOR GERMAN EQUATORIALS (1) I use Project Pluto's Guide for map of the polar region
mark refracted pole location
do rough alignment some other way
have RA drive on
use low CCD magnification
aim telescope at pole with telescope on one side of pier
start 1 min. exposure
after 30 sec. pull counterweight shaft around 180 degrees slowly in 30 sec.
ALIGNMENT FOR GERMAN EQUATORIALS (2): ALIGNMENT FOR GERMAN EQUATORIALS (2) Center of half circles is where the polar axis is pointing. Adjust mount elevation and azimuth until correct. Sorry – these pictures are not mates
Shim OTA on saddle and adjust DEC to center the half circles. Set DEC circle to 90°
ALIGNMENT FOR GERMAN EQUATORIALS (3): ALIGNMENT FOR GERMAN EQUATORIALS (3) Doing Precision Adjustment Of Elevation And Azimuth
OPTICAL ALIGNMENT TOOL: OPTICAL ALIGNMENT TOOL fits into vane holder in place of secondary to first align the spider
fits into eyepiece focusers 1.25" & 2"
fits into collet on front of filter wheel
HeNe for 1/2 sized spot
aluminized center dot on primary with clear donut around it instead of a gummed reinforcement. Gum will streak when washing mirror with alcohol
Homemade HeNe Laser Collimator
Slide55:
TECHNIQUES FOR IMAGING VERY FAINT OBJECTS
Paul Boltwood, paul@boltwood.ca
1655 Stittsville Main St., Stittsville, Ont.,
Canada K2S 1N6
(613) 836-6462
More at ottawa.rasc.ca under the Astronomy button.
A more technical talk on the S&T Deep Field image given at Starfest 2000 is on the CDR and the web site. The techniques in it are somewhat different.