〇Mari Aoki^1,2, Osamu Sasaki³, Akiko Nishiura³, Ryo Sugiura^1,2, Taro Oka⁴, Shigeki Yamaguchi⁵, Mitsuo Aihara⁵, Takefumi Osawa⁶ (1.Research Center for Agricultural Information Technology, NARO, 2.Hokkaido Agricultural Research Center, NARO, 3.Institute of Livestock and Grassland Science, NARO, 4.The Holstein Cattle Association of Japan, 5.Livestock Improvement Association of Japan, 6.National Livestock Breeding Center)

Kyouka Endou¹, Takuma Endou¹, Hitoshi Ushijima¹, Takeyuki Ozawa¹, 〇Masahiro Osada¹ (1.Nippon Veterinary and Life Science University)

〇Wataru Iwasaki¹, Nobutomo Morita¹, Tetsuro Inoue², Kinichi Morita³ (1.AIST, 2.NAFTDC, 3.Ushio Inc.)

〇Yuka Shinoda¹, Sadaki Asakuma¹, Yasuko Ueda¹, Shingo Tada¹, Hiroyuki Obanawa¹, Kenji Sudo¹ (1.NARO HARC)

〇Hiroki Anzai¹, Keita Nakaoka¹ (1.Univ. of Miyazaki)

〇Tatsuki Kanagawa¹, Yusuke Takakura¹, Toshiki Fukui¹, Tomonori Kindaichi², Yoshihito Nakahara³, Taketo Obitu¹, Toshihisa Sugino¹ (1.hirodaiseisei, 2.hirodaiinsensinrikou, 3.mitubishikemikaru)

〇Yuri Kobashi¹ (1.Dairy Technology Research Institute)

〇Hirohiko Kume¹, Hidetoshi Kakihara¹, Michiru Fukasawa¹, Kaoru Sato², Shin-ichiro Ogura¹ (1.Tohoku University Graduate School of Agricultural Science, 2.Nippon Zenyaku Kogyo Co., Ltd)

〇Chen-Yu Huang¹, Ken-Ichi Yayou¹ (1.NARO)

〇Naoki Tsukahara^1,2, Ken Nagata¹, Masaki Tomoshige^3,4, Masato Aoyama^3,5, Yoshikazu Nagao^3,4 (1.CrowLab Inc., 2.C-Bio, Utsunomiya Univ., 3.Graduate Agri., Utsunomiya Univ., 4.Farm, Utsunomiya Univ., 5.Agri., Utsunomiya Univ.)

〇Michiru FUKASAWA¹, Risako TAKAHASHI¹, Shin-ichiro OGURA¹ (1.Tohoku Univ.)

〇Masato Aoyama¹, Wei Sun², Shun Sasaki³, Mai Kenmochi³ (1.Utsunomiya Univ., 2.Utsunomiya Univ. Rogio., 3.Tochigi Pref.)

〇Tokushi Komatsu¹, Yumi Higashiyama¹ (1.NARO)

〇Hironori Isobe¹, Tay Ke Nieng², Ken-ichi Takeda² (1.Sony R&D Center, 2.Shinshu Univ.)

〇Tsuyoshi Okayama^1,2, Daisuke Kohari^1,2, Atsushi Toyoda^1,2 (1.Ibaraki Univ., 2.United Graduate School of Agricultural Science Tokyo Univ. of Agri. and Tech.)

〇Shigeru Morita¹, Kouki Maeta¹, Atsushi Ishikawa² (1.Rakuno Gakuen Univ., 2.ChupChinika)

〇Yuki Fukushima¹, Tomoya Minamino², Yoko Mikurino², Kazuyuki Honkawa², Yoichiro Horii², Yosuke Sasaki¹ (1.Miyazaki Univ., 2.Honkawa Ranch)

〇Keisuke Tomita¹, Kenji Murakami¹ (1.Iwate Univ.)

〇Satoshi Haga¹, Hiroshi Ishizaki¹ (1.NARO)

〇Shotaro Hirata¹, Hidenobu Hoshi² (1.Osaka Institute of Public Health, 2.Osaka Prefecture Univ.)

〇Ryosuke Hyodo¹, Susumu Saito^1,2, Teppei Nakano^1,2, Makoto Akabane^1,2, Ryoichi Kasuga³, Tetsuji Ogawa¹ (1.Waseda Univ., 2.iflab, inc., 3.Farmers Support, inc.)

〇Takashi Sugawara¹, Takashi Sugawara¹, Noriyuki Shinomiya¹ (1.Tokachi-Foundation)

〇Kenji Nekomoto¹, Yume yoshida¹, Honoka Ohshiro¹, Takashi Sugawara², Noriyuki Shinomiya², Tomohisa Tamura² (1.Rakuno Gakuen University, 2.Tokachi-Foundation)

〇Takeshi Mizuki¹, Makoto Shiraishi¹, Shinichi Moritsugu², Masaya Ooya³, Naokuni Ueda³, Tatsuki Washio³, Takashi Ogino⁴ (1.Institute of animal production Okayama prefectural technology center for agriculture, forestry and fisheries, 2.Department of Dissemination Collaboration Okayama prefectural technology center for agriculture, forestry and fisheries, 3.Research Institute for Agriculture Okayama prefectural technology center for agriculture, forestry and fisheries, 4.Sankou Co., Ltd.)

〇Dai Hanajima¹ (1.Hokkaido Agricultural Research Center, NARO)

〇Hisayoshi Ohta¹ (1.Tokyo Metropolitan Agriculture and Forestry Research Center)

〇Akifumi Ogino¹, Takahisa Hinata², Takashi Osada¹ (1.Institute of Livestock and Grassland Science, NARO, 2.Rakuno Univ.)

〇Wataru Iio¹, Kaoru Yamashita¹, Risa Shimada¹, Yasutoshi Haga¹, Takashi Osada² (1.Ibaraki pref. Livestock Res. Cen., 2.NILGS)

〇Tomoko Yasuda¹, Yasuyuki Fukumoto¹, Miyoko Waki¹ (1.NARO Institute of Livestock and Grassland Science)

〇Kei Terada¹, Yusuke Ikami¹, Tosiyuki Otani¹, Tukasa Sugiyama¹, Masatosi Sibata¹ (1.Shizuoka prefectural research institute of animal industry, swine and poultry research center)

〇Yasuyuki Fukumoto¹, Miyoko Waki¹, Tomoko Yasuda¹ (1.Institute of Livestock and Grassland Science, NARO)

〇Haruka Kobayashi¹, Masaki Yamanishi², Asuka Shindo¹, Chihiro Kase³, Toshio Tanaka³, Tsuyoshi Shimmura¹ (1.TUAT , 2.NLBC, 3.Azabu Univ.)

〇Maho Yamanaka¹, Takuro Oikawa², Keisuke Nanto³, Masahiro Sumimoto¹, Takuji Hirayama¹ (1.Ishikawa prefectural Univ., 2.Univ. of the Ryukyus, 3.Ishikawa zoo)