For a detailed analysis of stellar chemical abundances, high-resolution
spectra in the optical have mainly been used, while the development of
near-infrared (NIR) spectrograph has opened new wavelength windows. Red giants
have a large number of resolved absorption lines in both the optical and NIR
wavelengths, but the characteristics of the lines in different wave passbands
are not necessarily the same. We present a selection of FeI lines in the
, , and bands (0.91-1.33 m). On the basis of two
different lists of lines in this range, the Vienna Atomic Line Database (VALD)
and the catalog published by Mel'endez & Barbuy in 1999 (MB99), we selected
sufficiently strong lines that are not severely blended and compiled lists with
107 FeI lines in total (97 and 75 lines from VALD and MB99, respectively).
Combining our lists with high-resolution () and
high signal-to-noise () spectra taken with a NIR spectrograph, WINERED,
we present measurements of the iron abundances of two prototype red giants:
Arcturus and Leo. A bootstrap method for determining the microturbulence
and abundance together with their errors is demonstrated. The standard
deviations of values from individual FeI lines are
significantly smaller when we use the lines from MB99 instead of those from
VALD. With the MB99 list, we obtained and
dex for Arcturus, and $\xi=1.54\pm0.17
{\rm km~s^{-1}}\log\epsilon_{\rm Fe}=7.73\pm0.07\mu$ Leo.
These final values show better agreements with previous values in the
literature than the corresponding values we obtained with VALD.

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