著者

三中 信宏 岩田 洋佳 伊達 康博 曹 巍 Harshana Habaragamuwa 桂樹 哲雄 小林 暁雄 山中 武彦 櫻井 玄

出版者

日本計量生物学会

雑誌

計量生物学 (ISSN:09184430)

巻号頁・発行日

vol.44, no.1, pp.55-82, 2023-10-31 (Released:2023-12-06)

参考文献数

100

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This review provides a comprehensive introduction to recent developments in agricultural statistics. Agricultural statistics, which began with Fisher’s design of experiments, has developed in various directions as the nature of the data it handles has changed. The ability to rapidly measure omics data, including DNA sequences, has led to methods such as genomic selection. It has become possible to comprehensively measure even the metabolites of living organisms, giving birth to a new field called metabolomics. The development of machine learning, including deep learning, has enabled the use of image data, which has been difficult to connect with agriculture and is creating new areas such as disease diagnosis of crops. In this review, we first refer to the statistics of Fisher’s era, recall the philosophy of science in statistics, and look at the prospects of modern agricultural statistics by taking a broad overview of new fields.

著者

堀 清純 若生 俊行 岩田 洋佳 清水 徳朗 磯部 祥子 関根 大輔 石本 政男

出版者

日本育種学会

雑誌

育種学研究 (ISSN:13447629)

巻号頁・発行日

pp.24.W02, (Released:2022-04-16)

被引用文献数

1

著者

津村 義彦 岩田 洋佳

出版者

日本緑化工学会

雑誌

日本緑化工学会誌 (ISSN:09167439)

巻号頁・発行日

vol.28, no.4, pp.470-475, 2003 (Released:2004-08-27)

参考文献数

41

被引用文献数

24 16

著者

岩田 洋佳 平藤 雅之 永野 惇 澤田 有司 Scott Chapman

出版者

日本育種学会

雑誌

育種学研究 (ISSN:13447629)

巻号頁・発行日

vol.17, no.2, pp.57-63, 2015-06-01 (Released:2015-07-03)