Emberizidae
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The word ホオジロ hō-jiro 'white cheek' is used for a number of buntings as well as snow buntings and longspurs. It can be written in Chinese characters in several ways: 1. characters literally meaning 'cheek-white' in Japanese (頬白 hō-jiro), 2. 黄道眉, literally meaning 'yellow-line eyebrow', from Chinese, and 3. 画眉鳥 gabi-chō literally 'painted eyebrow bird', also from Chinese, normally used for the hwamei.

The word シマ shima is written either 縞 'striped' or 島　'island'. Both are pronounced shima. The first might refer to the striated pattern in the bird's plumage; the second might apply to a restricted or island distribution. It's not clear which is meant in this name.

The ジ ji in アオジ ao-ji, クロジ kuro-ji, and ノジコ no-jiko are etymologically related, although the ultimate etymology is not clear.
ジ ji and ジコ jiko may both be written 鵐, a character devised to write the old name シトド shitodo 'bunting'. The name アオジ ao-ji as a whole may be written 蒿雀 or 蒿鵐, where 蒿 yomogi means 'mugwort' (Artemisia) and the second character refers to 'bunting' and 'sparrow' respectively. 蒿 refers to the greenish colour of the bird.
ノジコ no-jiko may also be written 野路子 'field road child' or 野地子 'field earth child'. The last two characters in each have been arbitrarily chosen for their sound.

The word ジュリン jurin for the reed buntings is a specialised term not appearing in ordinary dictionaries. It is written 寿林 in Chinese characters, literally meaning 'longevity forest'.

นกจาบปีกอ่อน nók càap-pìik-òaan 'soft-winged-weaverbird (bird)' is used in Thai as the equivalent both to English 'finch' (Fringillidae) and to English 'bunting' (Emberizidae). In Thai these kinds of birds were not traditionally distinguished from each other, and they were considered kinds of จาบ càap 'weaver' (Ploceidae).

世界鸟类名称（拉丁文、汉文、英文对照）第二版 郑作新等 科学出版社 北京 2002年
Birds of the World (Latin, Chinese and English Names) 2nd ed. by Cheng Tso-Hsin et al, Science Press, Beijing 2002

Danh Lục Chim Việt Nam (In lần thứ hai) (Checklist of the Birds of Vietnam) Võ Quý, Nguyễn Cử, Nhà Xuất Bản Nông Nghiệp, Hà Nội 1999

Chim Việt Nam Nguyễn Cử, Lê Trọng Trải, Karen Phillipps; Nhà Xuất Bản Lao Động - Xã Hội, 2000

Senarai Nama-nama Burung Semenanjung Malaysia dan Asia Tenggara by Ismail, Abdul Rahman, Perhilitan (Jabatam Perlindungan Hidupan Liar dan Taman Negara, Semenanjung Malaysia), Kuala Lumpur 1981
(List of the Names of Birds of Peninsular Malaysia and Southeast Asia by Ismail, Abdul Rahman, Department of Wildlife and National Parks, Peninsular Malaysia, Kuala Lumpur 1981)

A Field Guide to the Birds of West Malaysia and Singapore by Jeyarajasingam, Allen and Alan Pearson, Oxford University Press, Oxford 1999

The Birds of the Thai-Malay Peninsula: Vol. 2 - Passerines by Wells, David R., Christopher Helm, A&C Black, London 2007

Danh Lục Các Loài Chim ở Việt Nam (Latinh, Việt, Pháp, Hán) Trần Văn Chánh 2008-2009