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Table 4.

The reliability of stellar population properties derived from SED fitting that applies the mass-Z-age prior.

Data cube

GALEX + LSST + Euclid LSST + Euclid Euclid-only

BC16 FSPS BC16 FSPS BC16 FSPS
Σ*

μa 0.05 0.02 0.05 0.01 0.05 0.01
σb 0.10 0.10 0.12 0.08 0.11 0.11
ρc 0.98 0.98 0.97 0.99 0.97 0.97

ΣSFR

μa 0.06/−0.39 0.12/−0.37 1.87/−0.15 1.85/−0.16 2.03/−0.17 2.00/-0.19
σb 0.77/0.24 0.82/0.22 3.61/0.34 3.60/0.31 3.40/0.41 3.39/0.41
ρc 0.92/0.68 0.91/0.72 0.59/0.54 0.62/0.55 0.48/0.39 0.48/0.39

Age

μa −0.06 −0.07 −0.10 −0.10 −0.11 −0.12
σb 0.09 0.09 0.09 0.09 0.10 0.10
ρc 0.42 0.43 0.62 0.63 0.46 0.47

Z

μa −0.04 −0.01 −0.11 −0.12 −0.14 −0.16
σb 0.08 0.08 0.11 0.11 0.13 0.13
ρc 0.69 0.72 0.11 0.11 0.13 0.13

Notes.

a

Systematic offset defined as the mean of the logarithmic ratios between the parameter derived from SED fitting and the true value: log10(fit/true).

b

The standard deviation of log10(fit/true). c The Spearman rank-order correlation coefficient. For ΣSFR, the values to the right of the slash symbol are calculated after applying a threshold of ΣSFR > 10−3.0 M yr−1 kpc−2.

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