ASTRODEEP is a co-ordinated and comprehensive program of i) algorithm/software development and testing; ii) data reduction/release, and iii) scientific data validation/analysis aimed at making Europe the world leader in the exploitation of the deepest multi-frequency data. We will focus on 5 key extra-galactic survey fields, the target of public observing programs motivated by the desire to understand the formation and evolution of galaxies and super-massive black holes from the very earliest times, and to answer fundamental questions in cosmology such as how and when the universe was re-ionized. They include data from space, notably from HST, XMM, Herschel and Spitzer, and from several optical and far-IR ground based facilities. The main technical problems we seek to overcome relate to the varying depth and, most importantly, widely-varying angular resolution of the data delivered by observatories working over a wide range of frequencies. The focus of this project is on bringing together the expertise of our team to develop, refine and combine advanced algorithms for data analysis, test and properly validate their effectiveness on the deepest multi-frequency data, and apply them to produce uniquely powerful homogenized data products (for all 5 deep survey fields).
The project includes the following Work Packages:
Research and Development:
WP3: Development and testing of algorithms
WP4: Data processing and catalog production
WP5: Science: The physics of early galaxy evolution
WP6: Simulations of the Euclid deep survey
WP7: Dissemination and Outreach