N. Guo, Q. Q. Jia, F. Xu, W. He, Y. Lin, J. C. Turnbull, O. Tarasova, S. Liu, S. X. Fang
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Additionally, dry-wet cycles enhanced nitrogen fixation, generating sporadic H<sub>2</sub> emissions that partially offset microbial consumption. Litter layers reduced H<sub>2</sub> uptake by 15%–31% seasonally, acting as both a diffusion barrier and a minor photolytic H<sub>2</sub> source (transparent vs. opaque chambers: 8.05 ± 5.19 vs. 3.37 ± 3.36 μg m<sup>−2</sup> h<sup>−1</sup>). This inhibitory is significant during dry days but not significant during wet days. Diurnal patterns showed 15% overestimation of daily uptake by daytime-only sampling. Machine learning (XGBoost-SHAP) identified precipitation, soil temperature, moisture, and total nitrogen as dominant flux drivers, with nonlinear or linear thresholds governing uptake level. 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引用次数: 0
摘要
亚热带森林在大气氢(H2)循环中发挥着关键但约束较差的作用。在此,我们对两种亚热带森林(常绿落叶阔叶混交林,EDBF;Moso竹林,MBF)土壤H2通量动态及其气候和生物驱动因素。两种森林的净H2吸收均占主导地位,EDBF和MBF的年汇强度分别为- 1.28±0.13和- 1.23±0.05 kg H2 ha - 1 yr - 1。在夏季和秋季,受温度依赖的微生物活动的驱动,季节吸收量达到峰值,但在极端降水事件期间,由于土壤水分诱导的扩散限制,吸收量明显下降。此外,干湿循环增强了固氮作用,产生零星的H2排放,部分抵消了微生物的消耗。凋落物层季节性地减少了15%-31%的H2吸收量,同时作为扩散屏障和少量光解H2源(透明室与不透明室:8.05±5.19 vs 3.37±3.36 μ m−2 h−1)。这种抑制在干燥的日子显著,但在潮湿的日子不显著。仅在白天取样时,日模式显示每日摄取量高估15%。机器学习(XGBoost-SHAP)确定降水、土壤温度、湿度和总氮是主要的通量驱动因素,非线性或线性阈值控制吸收水平。这些发现强调了亚热带H2汇对水文气候变率的脆弱性,并表明有必要将凋落物介导的过程纳入全球H2收支。
Hydroclimatic and Abiotic Factors Modulate Soil-Atmosphere Hydrogen Exchange in Subtropical Forests of Southeast China
Subtropical forests play a critical but poorly constrained role in atmospheric hydrogen (H2) cycling. Here, we conducted a 2-year field study in two subtropical forests (Evergreen Deciduous Broadleaf Mixed Forest, EDBF; Moso Bamboo Forest, MBF) to quantify soil H2 flux dynamics and their climatic and biotic drivers. Net H2 uptake dominated both forests, with annual sink strengths of −1.28 ± 0.13 and −1.23 ± 0.05 kg H2 ha−1 yr−1 for EDBF and MBF, respectively. Seasonal uptake peaked in summer and autumn, driven by temperature-dependent microbial activity, but declined obviously during extreme precipitation events due to soil moisture-induced diffusion limitations. Additionally, dry-wet cycles enhanced nitrogen fixation, generating sporadic H2 emissions that partially offset microbial consumption. Litter layers reduced H2 uptake by 15%–31% seasonally, acting as both a diffusion barrier and a minor photolytic H2 source (transparent vs. opaque chambers: 8.05 ± 5.19 vs. 3.37 ± 3.36 μg m−2 h−1). This inhibitory is significant during dry days but not significant during wet days. Diurnal patterns showed 15% overestimation of daily uptake by daytime-only sampling. Machine learning (XGBoost-SHAP) identified precipitation, soil temperature, moisture, and total nitrogen as dominant flux drivers, with nonlinear or linear thresholds governing uptake level. These findings highlight the vulnerability of subtropical H2 sinks to hydroclimatic variability and indicate the need to integrate litter-mediated processes into global H2 budgets.
期刊介绍:
JGR: Atmospheres publishes articles that advance and improve understanding of atmospheric properties and processes, including the interaction of the atmosphere with other components of the Earth system.