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Research Article | Open Access

Spatial variation in non-structural carbohydrates reserves of pine species along climatic gradients: A global synthesis

Yanfang WangaFang Wangb,c( )Mai-He Lid,e,fYating LigYu XiaaYan-Li Zhangd,hYunpeng LuodXiaohua Goua,c
Key Laboratory of Western China's Environmental Systems (Ministry of Education), Lanzhou University, Lanzhou 730000, China
Hebei Key Laboratory of Environmental Change and Ecological Construction, Hebei Normal University, Shijiazhuang 050024, China
Gansu Liancheng Forest Ecosystem Field Observation and Research Station, Lanzhou University, Lanzhou 730333, China
Forest Dynamics, Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Birmensdorf 8903, Switzerland
Key Laboratory of Geographical Processes and Ecological Security in Changbai Mountains (Ministry of Education), Northeast Normal University, Changchun 130024, China
School of Life Science, Hebei University, Baoding 071002, China
State Key Laboratory of Tibetan Plateau Earth System, Environment and Resources (TPESER), Institute of Tibetan Plateau Research, Chinese Academy of Sciences, Beijing 100101, China
Department of Environmental Systems Science, Institute of Terrestrial Ecosystems, ETH Zürich, Zürich 8092, Switzerland

Peer review under the responsibility of Editorial Office of Forest Ecosystems.

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Abstract

Non-structural carbohydrates (NSCs) are crucial for tree growth and survival under climatic stress, yet their spatial dynamics across broad climate gradients remain unclear. Pines (Pinus spp.), one of the most widely distributed tree genera worldwide, provide an ideal system for investigating large-scale spatial patterns of NSC within a single genus along extensive climatic gradients. Here, we compiled a global NSC database for pines across 74 sites, and assessed the spatial variation in total NSC, starch (St), and soluble sugars (SS) concentrations in stem sapwood, the primary reserve tissue, along site-specific mean annual temperature (MAT) and precipitation (MAP). Our results show that MAP exerted a stronger influence (R2 ​= ​20%–47%) on the spatial variation in total NSC and its components than did MAT (R2 ​= ​6%–16%). Total NSC concentrations declined nonlinearly with increasing MAP, with the rate of decline slowing beyond approximately 800 ​mm. While MAT had weaker effects on total NSC concentrations, both MAT and MAP jointly regulated NSC partitioning: Higher MAT and MAP were associated with reduced St concentrations but elevated SS concentrations and SS:St ratios. These findings suggest that pine species in cold and arid environments prioritize storing NSC as St, whereas in relatively warm and humid environments, NSC are preferentially mobilized into SS to support immediate metabolic and growth demands.

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Cite this article:
Wang Y, Wang F, Li M-H, et al. Spatial variation in non-structural carbohydrates reserves of pine species along climatic gradients: A global synthesis. Forest Ecosystems, 2026, 15(1). https://doi.org/10.1016/j.fecs.2025.100397

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Received: 29 May 2025
Revised: 27 September 2025
Accepted: 27 September 2025
Published: 01 February 2026
© 2025 The Authors.

This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).