Estimating photometric redshifts with artificial neural networks

Monthly Notices of the Royal Astronomical Society

Volumn 339, Issue 4, 2003, Pages 1195-1202

  Firth, Andrew E ^a   Lahav, Ofer ^a   Somerville, Rachel S ^a,b  

^a UNIVERSITY OF CAMBRIDGE   (United Kingdom)

^b UNIVERSITY OF MICHIGAN   (United States)

Author keywords

Galaxies: distances and redshifts; Methods: Data analysis; Surveys

Indexed keywords

GALAXIES; NEURAL NETWORKS; PHOTOMETRY;

BAYESIAN PRIORS; FITTING METHOD; GALAXIES DISTANCES AND REDSHIFTS; METHODS. DATA ANALYSIS; NEW APPROACHES; PHOTOMETRICS; RED SHIFT; REDSHIFT DISTRIBUTION; TEMPLATE FITTINGS; TRAINING SETS;

SURVEYS;

EID: 0142073837     PISSN: 00358711     EISSN: None     Source Type: Journal    
DOI: 10.1046/j.1365-8711.2003.06271.x     Document Type: Article

References (39)

1. Allende Prieto C., Rebolo R., López R. J. G., Serra-Ricart M., Beers T. C., Rossi S., Bonifacio P., Molaro P., 2000, AJ, 120, 1516
2. Andreon S., Gargiulo G., Longo G., Tagliaferri R., Capuano N., 2000, MN- RAS, 319, 700
3. Bailer-Jones C. A. L., Irwin M., von Hippel T., 1998, MNRAS, 298, 361
4. Baum W. A., 1962, IAU Symp. No. 15, Problems of Extragalactic Research, p. 390
5. Benitez N., 1998, in Paul J., Montmerle T., Aubourg E., eds, Abstracts of the 19th Texas Symposium on Relativistic Astrophysics and Cosmology
6. Bertin E., Arnouts S., 1996, A&AS, 117, 393
7. Bishop C. M., 1995, Neural Networks for Pattern Recognition. Oxford Univ. Press
8. Bolzonella M., Miralles J.-M., Pello R., 2000, A&A, 363, 476
9. Brunner R. J., Szalay A. S., Connolly A. J., 2000, ApJ, 541, 527
10. Bruzual A. G., Charlot S., 1993, ApJ, 405, 538
11. Cole S., Aragón-Salamanca A., Frenk C., Navarro J., Zepf S., 1994, MNRAS, 271, 781
12. Coleman G. D., Wu C.-C., Weedman D. W., 1980, ApJS, 43, 393 (CWW)
13. Connolly A. J., Szalay A. S., Bershady M. A., Kinney A. L., Calzetti D., 1995a, AJ, 110, 1071
14. Connolly A. J., Csabai I., Szalay A. S., Koo D. C., Kron R. G., Munn J. A., 1995b, AJ, 110, 2655
15. Connolly A. J., Szalay A. S., Brunner R. J., 1998, ApJ, 499, L125
16. Devriendt J. E. G., Guiderdoni B., Sadat R., 1999, A&A, 350, 381
17. Fernández-Soto A., Lanzetta K. M., Yahil A., 1999, ApJ, 513, 34
18. Fernández-Soto A., Lanzetta K. M., Chen H.-W., Pascarelle S. M., Yahata N., 2001, ApJS, 135, 41
19. Firth A. E. et al., 2002a, MNRAS, 332, 617
20. Firth A. E., 2002b, PhD thesis., Univ. Cambridge
21. Fontana A., D'Odorico S., Poli F., Giallongo E., Arnouts S., Cristiani S., Moorwood A., Saracco P., 2000, AJ, 120, 2206
22. Gwyn S. D. J., Hartwick F. D. A., 1996, ApJ, 468, L77
23. Hogg D. W. et al., 1998, AJ, 115, 1418
24. Kauffmann G., White S., Guiderdoni B., 1993, MNRAS, 264, 201
25. Lahav O., Naim A., Sodré L., Jr, Storrie-Lombardi M. C., 1996, MNRAS, 283, 207
26. Le Fèvre et al., 2000, in Clowes R. G., Adamson A. J., Bromage G. E., eds, ASP Conf. Ser. Vol. 232, New Era of Wide-Field Astronomy. Astron. Soc. Pac., San Francisco, p. 449
27. Massarotti M., Iovino A., Buzzoni A., 2001a, A&A, 368, 74
28. Massarotti M., Iovino A., Buzzoni A., Valls-Gabaud D., 2001b, A&A, 380, 425
29. Naim A., Lahav O., Sodre L., Jr, Storrie-Lombardi M. C., 1995, MNRAS , 275, 567
30. Sheth R. K., Tormen G., 1999, MNRAS, 308, 119
31. Somerville R. S., 1997, PhD thesis., Univ. California
32. Somerville R. S., Primack J. R., 1999, MNRAS, 310, 1087
33. Somerville R. S., Primack J. R., Faber S. M., 2001, MNRAS, 320, 504
34. Sowards-Emmerd D., Smith J. A., McKay T. A., Sheldon E., Tucker D. L., Castander F. J., 2000, AJ, 119, 2598
35. Storrie-Lombardi M. C., Lahav O., Sodré L., Jr, Storrie-Lombardi L. J., 1992, MNRAS, 259, 8
36. Teplitz H. I., Hill R. S., Malumuth E. M., Collins N. R., Gardner J. P., Palunas P., Woodgate B. E., 2001, ApJ, 548, 127
37. Weaver W. B., 2000, ApJ, 541, 298
38. Weymann R. J., Storrie-Lombardi L., Sawicki M., Brunner R. J., eds, 1999, ASP Conf. Ser. 191, Photometric Redshifts and High Redshift Galaxies. Astron, Soc. Pac., San Francisco
39. York D. G. et al., 2000, AJ, 120, 1579