Astronomical Detectors ASTR 3010 Lecture 7 Chapter 8 SCUBA-2 array Photoelectric effect • We want to detect photons!! • Change photons into electrons and measure the current! Astronomical Detectors detector Detector Characteristics • detection mode : photon detector, thermal detector, wave detector • efficiency: QE (quantum efficiency) • noise: SNR, DQE (detective quantum efficiency) • spectral response: effective wavelength range • linearity: threshold and saturation • stability: deterioration, hysteresis • response time: minimum exposure time • dynamic range: hardware and software • physical size: up to Giga pixels • sampling: Nyquist sampling Astronomical Detectors detector Detection modes • Photon detectors: IR and shorter wavelengths • Thermal detectors: bolometers, IR, radio + X-ray and gamma ray • Wave detectors: can gauge phase, intensity, polarization (radio) Efficiency of Detector • Quantum Efficiency (QE): a common measure of the detector efficiency. QE = N detect N in • Perfect detector has QE=1.0 (SNR) perfect = N out sout = N in sin = N in • Detective Quantum Efficiency (DQE): DQE is a much better indication of the quality of a detector than QE. Why? (SNR) 2out N out DQE º = (SNR) 2perfect N in • For any detector DQE ≤ QE Detector Performance • DQE is a function of the input signal. A certain QE=1 detector produces a background level of 100 electrons per second, and it was used to observe two sources. o Obj1 (bright) : 1sec 10,000 electrons SNRin=100 Since there are two noise sources (Poisson noise and detector noise [proportional to the sqrt(background level)]), SNRout=10,000 / sqrt(10,100 + 100) = 99. Therefore, DQE=0.98 ; total noise = Poisson noise + detector noise ; Poisson noise = total count from the source and background o Obj2 (100 times fainter): 100 sec 10,000 electrons SNRin=100 SNRout=10,000 / sqrt(20,000 + 100*100)=57.8 DQE=0.33 Linearity • HST WFPC3 Nyquist sampling • The sampling frequency should be at least twice the highest frequency (of interest) contained in the signal. Examples of aliasing • Moire pattern of bricks Moire pattern of bricks Photo-emissive devices • PMT : Choice of astronomical detector from 1945 until CCD. fast response time (few milliseconds). 1 channel CCD • Charge coupling = Transfer of all electric charges within a semiconductor storage element to a similar, nearby element by means of voltage manipulations. CCD clocking = charge coupling = charge transfer CCD readout and clocking CCD readout : Correlated Double Sampling • To decrease the readout noise CCD saturation and blooming CCD Dark Current • dark current as a function of temperature • Device needs to be cooled down o o o o LN2 : -196C Dry ice: -76C mechanical cooler: -30 ~ -50C liquid He: 10-60K • Then, just use liquid He! no. charge transfer issue CCD Charge Transfer Efficiency • Charge transfer is via electron diffusion too low Temp means long time to diffuse. • Compromised Temp : -100C o need a heater o or dry ice + cryo-cooler • if CTE=0.99 for a pixel, 256x256 CCD, charges from the most distant pixel need to be transferred 1 million times! Total Transfer Efficiency TTE ≤ (CTE)256=7.6% If CTE=0.9999, TTE for a most distance pixel. TTE=(0.9999)256+256= 0.95 Example of bad CTE CCD charge traps and bad columns • charge traps : any region that will not release electrons during the normal charge-transfer process. CCD gain, ADC, dynamic range • If a full well depth of a CCD is 200,000 electrons • + 16 bit analog-to-digital convertor (ADC). • 16bit ADC : 0 – 65,535 (1 – 216) 200,000/65,535 = 3.05 electrons/ADU gain Even if the gain is set to high, because of the limit in ADC, there is a firm limit in the upper limit in count (65535) digital saturation Noise sources in CCD • Readout noise (“readnoise”) : present in all images • Thermal noise (“dark current”) : present in non-zero exposures • Poisson noise : cannot avoid • Variance of noise = readnoise2 + thermal noise + poission noise • How do we measure each of these noise sources? o Readnoise ? o Thermal noise? o Poisson noise? Sample image of dark current Microchannel Plate • MAMA (multi-anode microchannel array detector) • DQE is very high Xray to UV Intensified CCDs • Mostly military purpose (night vision goggle): 1 photon 104-7 phosphor photons • It will always decrease input SNR Infrared Arrays • Different from CCDs • At different wavelengths: o In-Sb : 1 – 5.5 microns o HgCdTe: 1.5 – 12 microns • Hybrid design: IR sensitive layer + silicon layer for readout nondestructive readout! • Fundamentally different readout: each pixel has own readout circuit • Differences from CCDs o no dead column, no blooming o non-destructive readout (multiple readouts during an exposure) various readout schemes (Fowler sampling, up-the-ramp sampling) o high background quick saturation need for co-add o linearity is a concern o dark current o cold dewar Different readout schemes… Uniform Sampling (“up-the-ramp”) Fowler sampling (Fowler & Gatley, 1990, ApJ) In summary… Important Concepts Important Terms • • • • • • • • • • • Photoelectric effect Types of detectors CCD Infrared Arrays Dark currents and charge tranfer Nyquist Sampling QE DQE CTE Dark currents Charge traps Chapter/sections covered in this lecture : 8