4.7 Article

Photometric redshift accuracy in AKARI deep surveys

Journal

MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
Volume 394, Issue 1, Pages 375-397

Publisher

OXFORD UNIV PRESS
DOI: 10.1111/j.1365-2966.2008.14293.x

Keywords

galaxies: active; galaxies: starburst; infrared: galaxies

Funding

  1. STFC [PP/D002400/1]
  2. Science and Technology Facilities Council [ST/G002533/1, PP/D000963/1, PP/D002400/1] Funding Source: researchfish
  3. National Research Council of Science & Technology (NST), Republic of Korea [2009122000] Funding Source: Korea Institute of Science & Technology Information (KISTI), National Science & Technology Information Service (NTIS)
  4. National Research Foundation of Korea [2008-0060544, 과06A1102] Funding Source: Korea Institute of Science & Technology Information (KISTI), National Science & Technology Information Service (NTIS)
  5. STFC [ST/G002533/1, PP/D002400/1, PP/D000963/1] Funding Source: UKRI

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We investigate the photometric redshift accuracy achievable with the AKARI infrared data in deep multiband surveys, such as in the North Ecliptic Pole field. We demonstrate that the passage of redshifted polycyclic aromatic hydrocarbons (PAH) and silicate features into the mid-infrared wavelength window covered by AKARI is a valuable means to recover the redshifts of starburst galaxies. To this end, we have collected a sample of similar to 60 galaxies drawn from the Great Observatories Origins Deep Survey-North Field with spectroscopic redshift 0.5 less than or similar to z(spec) less than or similar to 1.5 and photometry from 3.6 to 24 mu m, provided by the Spitzer, Infrared Space Observatory and AKARI satellites. The infrared spectra are fitted using synthetic galaxy spectral energy distributions which account for starburst and active nuclei emission. For similar to 90 per cent of the sources in our sample, the redshift is recovered with an accuracy vertical bar z(phot) - z(spec)vertical bar/(1 + z(spec)) less than or similar to 10 per cent. A similar analysis performed on a set of simulated spectra shows that the AKARI infrared data alone can provide photometric redshifts accurate to vertical bar z(phot) - z(spec)vertical bar/(1 + z(spec)) similar to 10 per cent (1 sigma) at z less than or similar to 2. At higher redshifts, the PAH features are shifted outside the wavelength range covered by AKARI and the photo-z estimates rely on the less prominent 1.6 mu m stellar bump; the accuracy achievable in this case on (1 + z) is similar to 10-15 per cent, provided that the active galactic nuclei contribution to the infrared emission is subdominant. Our technique is no more prone to redshift aliasing than optical-ultraviolet photo-z, and it may be possible to reduce this aliasing further with the addition of submillimetre and/or radio data.

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