タリム川流域の流出量は氷河融解ピーク後も21世紀を通じて安定すると予測(Tarim Runoff to Remain Stable in 21st Century Even After Glacier Melt Peaks: Study)

2026-07-13 中国科学院(CAS)

中国科学院(CAS)新疆生態・地理研究所の陳亜寧教授らは、タリム川流域における氷河融解と河川流量の将来変化を解析し、21世紀を通じて流域の流出量は概ね安定して維持されるとの予測を示した。研究では、LSTM(長短期記憶)モデルとCMIP6の気候シナリオ(SSP126、245、370、585)を組み合わせ、7つの源流域を対象に解析した。その結果、多くのシナリオで主要河川の流量は増加傾向を示し、特に天山山脈南麓のアクス川やカイドゥ川、崑崙山脈北麓のヤルカンド川、ホータン川で増加が見込まれた。一方、低排出シナリオ(SSP126)では大きな変化は予測されなかった。また、氷河融解量が最大となる「ピークウォーター」を迎えても、河川流量が直ちに減少するわけではなく、その後も数十年間は高い流量が維持される「緩衝効果」が確認された。この成果は、乾燥地域における長期的な水資源管理や農業・生態系保全、さらには世界の氷河涵養流域に適用可能な水資源予測手法として重要な知見を提供する。

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中国最大の内陸河川流域における氷河ピーク水位に対する水文学的応答 Hydrological response to glacier peak water in the largest inland river basin of China

Haodong Lyu, Gonghuan Fang, Yaning Chen, Wenting Liang, Lei Wang, Jianmin Qiao, Man Chen, Xiaolong Yan, Ruoyan Li, Shiru Han
Journal of Hydrology  Available online: 17 May 2026
DOI:https://doi.org/10.1016/j.jhydrol.2026.135695

タリム川流域の流出量は氷河融解ピーク後も21世紀を通じて安定すると予測(Tarim Runoff to Remain Stable in 21st Century Even After Glacier Melt Peaks: Study)

Abstract

Glacier meltwater is crucial for river runoff in highly glacierized basins; however, whether total runoff will decline after the peak of glacier runoff remains unclear at the basin scale. To address this, we projected monthly and daily runoff for seven headwaters of the glacier-fed inland Tarim River using an attention-enhanced LSTM model for reliable long-term performance. The results indicate that most headwater catchments are projected to experience increasing runoff during the 21st century under SSP245, SSP370, and SSP585, whereas changes under SSP126 are generally weak and spatially heterogeneous. For the late 21st century (2071–2100), runoff in the southern Tianshan Mountains is projected to increase by 10% and 21% in the Aksu River under SSP245 and SSP585, and by 11% and 18% in the Kaidu River. Larger increases are projected for the northern slope of the Kunlun Mountains, with increases of 64% and 55% in the Yarkant River, and 74% and 185% in the Hotan River under SSP245 and SSP585, respectively, relative to the 2000–2014 baseline. Passing the glacier peak water does not necessarily lead to an immediate outlet runoff decline, despite the significant contribution of glaciers. The annual river runoff was projected to increase by 8.48% and by 14.40% during and after peak water periods, respectively, compared to the period before peak water.

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