Classification Training Sample Product

$SetSchemaPath phz/euc-test-phz-ClassificationInput.xsd

Data Product Name

$PrintDataProductName

Data Product Custodian

$PrintDataProductCustodian

Name of the Schema File

$PrintSchemaFilename

Data Product Elements

$PrintDataProductElements

Schema documentation tag

Documentation for data product element dpdClassificationInput:

This is a training set for the classifiers Documentation for data product element Header:

The generic header of the product.

Detailed Description of the Data Product

Processing Element(s) creating/using the data product

• This data product is produced outside the Euclid pipeline and is manually ingested in the EAS. It is used as input of the Classification Training Pipeline component of the PHZ PF.

Processing function using the data product

• This product is used as input of the PHZ PF.

This product is a FITS binary table expected to follow the format described by the phz.phzClassificationInput version 0.8.0 description, which defines the following columns (mainly following MER catalog):

1. OBJECT_ID: The unique ID identifier as set by MER

2. RIGHT_ASCENSION: The source position Ra

3. DECLINATION: The source position Dec

4. FLUX_G_EXT_DECAM_APER: The Decam Aperture G Flux

5. FLUX_R_EXT_DECAM_APER: The Decam Aperture R Flux

6. FLUX_I_EXT_DECAM_APER: The Decam Aperture I Flux

7. FLUX_Z_EXT_DECAM_APER: The Decam Aperture Z Fluxr

8. FLUX_U_EXT_OMEGACAM_APER: The Omegacam Aperture U Flux

9. FLUX_G_EXT_OMEGACAM_APER: The Omegacam Aperture G Flux

10. FLUX_R_EXT_OMEGACAM_APER: The Omegacam Aperture R Flux

11. FLUX_I_EXT_OMEGACAM_APER: The Omegacam Aperture I Flux

12. FLUX_U_EXT_LSST_APER: The Rubin Aperture U Flux

13. FLUX_G_EXT_LSST_APER: The Rubin Aperture G Flux

14. FLUX_R_EXT_LSST_APER: The Rubin Aperture R Flux

15. FLUX_I_EXT_LSST_APER: The Rubin Aperture I Flux

16. FLUX_Z_EXT_LSST_APER: The Rubin Aperture Z Flux

17. FLUX_VIS_APER: The Euclid Aperture Vis Flux

18. FLUX_NIR_STACK_APER: The Euclid NIR stacked Flux

19. FLUX_Y_APER: The Euclid Aperture Y Flux

20. FLUX_J_APER: The Euclid Aperture J Flux

21. FLUX_H_APER: The Euclid Aperture H Flux

22. FLUXERR_G_EXT_DECAM_APER: The Decam Aperture G Flux Error

23. FLUXERR_R_EXT_DECAM_APER: The Decam Aperture R Flux Error

24. FLUXERR_I_EXT_DECAM_APER: The Decam Aperture I Flux Error

25. FLUXERR_Z_EXT_DECAM_APER: The Decam Aperture Z Flux Error

26. FLUXERR_U_EXT_OMEGACAM_APER: The Omegacam Aperture U Flux Error

27. FLUXERR_G_EXT_OMEGACAM_APER: The Omegacam Aperture G Flux Error

28. FLUXERR_R_EXT_OMEGACAM_APER: The Omegacam Aperture R Flux Error

29. FLUXERR_I_EXT_OMEGACAM_APER: The Omegacam Aperture I Flux Error

30. FLUXERR_U_EXT_LSST_APER: The Rubin Aperture U Flux Error

31. FLUXERR_G_EXT_LSST_APER: The Rubin Aperture G Flux Error

32. FLUXERR_R_EXT_LSST_APER: The Rubin Aperture R Flux Error

33. FLUXERR_I_EXT_LSST_APER: The Rubin Aperture I Flux Error

34. FLUXERR_Z_EXT_LSST_APER: The Rubin Aperture Z Flux Error

35. FLUXERR_VIS_APER: The Euclid Aperture Vis Flux Error

36. FLUXERR_NIR_STACK_APER: The Euclid NIR stacked Flux Error

37. FLUXERR_Y_APER: The Euclid Aperture Y Flux Error

38. FLUXERR_J_APER: The Euclid Aperture J Flux Error

39. FLUXERR_H_APER: The Euclid Aperture H Flux Error

40. FLUX_G_EXT_DECAM_TOTAL: The Decam Total G Flux

41. FLUX_R_EXT_DECAM_TOTAL: The Decam Total R Flux

42. FLUX_I_EXT_DECAM_TOTAL: The Decam Total I Flux

43. FLUX_Z_EXT_DECAM_TOTAL: The Decam Total Z Flux

44. FLUX_U_EXT_OMEGACAM_TOTAL: The Omegacam Total U Flux

45. FLUX_G_EXT_OMEGACAM_TOTAL: The Omegacam Total G Flux

46. FLUX_R_EXT_OMEGACAM_TOTAL: The Omegacam Total R Flux

47. FLUX_I_EXT_OMEGACAM_TOTAL: The Omegacam Total I Flux

48. FLUX_U_EXT_LSST_TOTAL: The Rubin Total U Flux

49. FLUX_G_EXT_LSST_TOTAL: The Rubin Total G Flux

50. FLUX_R_EXT_LSST_TOTAL: The Rubin Total R Flux

51. FLUX_I_EXT_LSST_TOTAL: The Rubin Total I Flux

52. FLUX_Z_EXT_LSST_TOTAL: The Rubin Total Z Flux

53. FLUX_DETECTION_TOTAL: The Euclid VIS (detection) Total Flux

54. FLUX_Y_TOTAL: The Euclid Total Y Flux

55. FLUX_J_TOTAL: The Euclid Total J Flux

56. FLUX_H_TOTAL: The Euclid Total H Flux

57. FLUXERR_G_EXT_DECAM_TOTAL: The Decam Total G Flux Error

58. FLUXERR_R_EXT_DECAM_TOTAL: The Decam Total R Flux Error

59. FLUXERR_I_EXT_DECAM_TOTAL: The Decam Total I Flux Error

60. FLUXERR_Z_EXT_DECAM_TOTAL: The Decam Total Z Flux Error

61. FLUXERR_U_EXT_OMEGACAM_TOTAL: The Omegacam Total U Flux Error

62. FLUXERR_G_EXT_OMEGACAM_TOTAL: The Omegacam Total G Flux Error

63. FLUXERR_R_EXT_OMEGACAM_TOTAL: The Omegacam Total R Flux Error

64. FLUXERR_I_EXT_OMEGACAM_TOTAL: The Omegacam Total I Flux Error

65. FLUXERR_U_EXT_LSST_TOTAL: The Rubin Total U Flux Error

66. FLUXERR_G_EXT_LSST_TOTAL: The Rubin Total G Flux Error

67. FLUXERR_R_EXT_LSST_TOTAL: The Rubin Total R Flux Error

68. FLUXERR_I_EXT_LSST_TOTAL: The Rubin Total I Flux Error

69. FLUXERR_Z_EXT_LSST_TOTAL: The Rubin Total Z Flux Error

70. FLUXERR_DETECTION_TOTAL: The Euclid VIS (detection) Total Flux Error

71. FLUXERR_Y_TOTAL: The Euclid Total Y Flux Error

72. FLUXERR_J_TOTAL: The Euclid Total J Flux Error

73. FLUXERR_H_TOTAL: The Euclid Total H Flux Error

74. FLUX_VIS_PSF: The Euclid VIS PSF Flux

75. FLUXERR_VIS_PSF: The Euclid VIS PSF Flux Error

76. AVG_TRANS_WAVE_G_EXT_DECAM: The average wavelength of the Decam G filter

77. AVG_TRANS_WAVE_R_EXT_DECAM: The average wavelength of the Decam R filter

78. AVG_TRANS_WAVE_I_EXT_DECAM: The average wavelength of the Decam I filter

79. AVG_TRANS_WAVE_Z_EXT_DECAM: The average wavelength of the Decam Z filter

80. AVG_TRANS_WAVE_U_EXT_OMEGACAM: The average wavelength of the Omegacam U filter

81. AVG_TRANS_WAVE_G_EXT_OMEGACAM: The average wavelength of the Omegacam G filter

82. AVG_TRANS_WAVE_R_EXT_OMEGACAM: The average wavelength of the Omegacam R filter

83. AVG_TRANS_WAVE_I_EXT_OMEGACAM: The average wavelength of the Omegacam I filter

84. AVG_TRANS_WAVE_U_EXT_LSST: The average wavelength of the Rubin U filter

85. AVG_TRANS_WAVE_G_EXT_LSST: The average wavelength of the Rubin G filter

86. AVG_TRANS_WAVE_R_EXT_LSST: The average wavelength of the Rubin R filter

87. AVG_TRANS_WAVE_I_EXT_LSST: The average wavelength of the Rubin I filter

88. AVG_TRANS_WAVE_Z_EXT_LSST: The average wavelength of the Rubin Z filter

89. AVG_TRANS_WAVE_VIS: The average wavelength of the Euclid VIS filter

90. AVG_TRANS_WAVE_Y: The average wavelength of the Euclid Y filter

91. AVG_TRANS_WAVE_J: The average wavelength of the Euclid J filter

92. AVG_TRANS_WAVE_H: The average wavelength of the Euclid H filter

93. GAL_EBV: The MilkyWay extinction

94. GAL_EBV_ERR: The MilkyWay extinction Error

95. OBJECT_TYPE: The label used to train the classifiers: type of the object