初期農耕以前のコムギ・オオムギ・ライムギ分布を機械学習で解明(New study maps where wheat, barley and rye grew before the first farmers found them)

2026-02-12 コペンハーゲン大学(UCPH)

コペンハーゲン大学の研究チームは、小麦・大麦・ライ麦の野生祖先が農耕開始以前にどこに分布していたかを地理的・遺伝的データから再構築した。気候モデルや古環境データを統合し、最終氷期以降の分布変遷を解析した結果、肥沃な三日月地帯周辺に加え、従来想定より広範な地域に生育可能域が存在したことを示した。これにより、初期農耕民が利用可能だった植物資源の多様性と、栽培化に至る環境条件の理解が進展。作物進化と気候変動適応の歴史的背景に新たな知見を提供した。

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西アジアにおける後期更新世および前期完新世の作物祖先と野生植物資源の生物地理学(14.7~8.3 ka) Biogeography of Crop Progenitors and Wild Plant Resources in the Terminal Pleistocene and Early Holocene of West Asia, 14.7–8.3 ka

Joe Roe,Amaia Arranz-Otaegui
Open Quaternary  Published:Feb 3, 2026
DOI:https://doi.org/10.5334/oq.163

初期農耕以前のコムギ・オオムギ・ライムギ分布を機械学習で解明(New study maps where wheat, barley and rye grew before the first farmers found them)

Abstract

This paper presents the first continuous, spatially-explicit reconstructions of the palaeodistributions of 65 plant species found regularly in association with early agricultural archaeological sites in West Asia, including the progenitors of the first crops. We used machine learning to train an ecological niche model of each species based on its present-day distribution in relation to climate and environmental variables. Predictions of the potential niches of these species at key stages of the Pleistocene–Holocene transition could then be derived from these models using downsampled data from palaeoclimate simulations. Our models performed well against independent contemporary test data, but their ability to predict the occurrence of specific species at archaeological sites was much more variable, probably reflecting a tendency of the method to underestimate the species’ fundamental niche. Nevertheless, the majority of species are predicted to have had more restricted geographic distributions under past climate conditions compared to today. Crop progenitors and several wild food species are modelled to have been concentrated in the Levant and, to a lesser extent, Cyprus and Western Anatolia, suggesting these regions may have served as glacial refugia. The average size of species’ niche shrunk by an average of c. 25% from the terminal Pleistocene to the Early Holocene, indicating that economically significant plants were adapted to cryo-arid conditions and did not, as often assumed, initially respond positively to the ‘ameliorated’ climate of the Holocene.

1202農芸化学
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