arXiv:2508.04056cs.ROq-bio.QM2025-08

开发首个牛体内连续甲烷监测系统,实现实时精准追踪反刍动物甲烷排放。

SCOUT: Closed-Loop in-vivo System for Continuous Methane Concentration Monitoring in Cattle

  • 采用闭环气体循环技术,在不破坏瘤胃厌氧环境前提下持续采样
  • 瘤胃气相甲烷浓度比环境值高100至1000倍,信号分辨率显著提升
  • 可捕捉进食、体位变化等行为与甲烷爆发的瞬时关联,适合精准养殖研究

反刍动物肠道甲烷测量面临精度与可操作性之间的根本权衡。现有方法依赖嗳气后大气稀释,限制时间分辨率,并使生物信号受环境变量干扰。本文提出SCOUT(智能瘤胃插管光学单元),首个用于连续体内监测瘤胃气相甲烷浓度的自主系统。通过闭环气体再循环技术,解决了长期采样中维持厌氧环境的关键工程难题。系统在装有瘘管的西门塔尔犊牛上部署,不同饮食条件下测试。瘤胃气相甲烷浓度较同期环境探头读数高出100至1000倍,极大提升了信号解析能力。高频监测揭示了此前不可见的行为-产甲烷耦合现象,如体位转换后15分钟内甲烷浓度快速波动(14.5 ± 11.3 kppm)。跨平台对比显示,产气与释放测量的相关性随平均窗口变化,40分钟平均窗口时相关系数最佳(r = -0.564),与嗳气周期一致。结果表明,瘤胃气相含有连续且可解释的甲烷信号,SCOUT可稳定获取,为建立浓度-通量模型、支持精准表型、排放代理校准及减排策略评估提供了必要测量基础。

原文摘要 · Abstract (English)

Enteric methane measurement from ruminant livestock faces fundamental trade-offs between accuracy and operational feasibility. Existing methods quantify methane after eructation and atmospheric dilution, limiting temporal resolution and confounding biological signals with environmental variables. We present SCOUT (Smart Cannula-mounted Optical Unit for Trace-methane), the first autonomous system for continuous in-vivo monitoring of ruminal headspace methane concentrations. The system addresses a critical engineering barrier through closed-loop gas recirculation that maintains anaerobic ruminal conditions during persistent headspace sampling. SCOUT was deployed on cannulated Simmental heifers under contrasting dietary treatments. Headspace concentrations were 100 to 1000 times higher than concurrent ambient sniffer readings, providing substantially greater signal resolution for characterizing methane dynamics. High-frequency monitoring revealed behavior-production coupling previously inaccessible, including rapid concentration changes ($14.5 \pm 11.3k$ ppm) associated with postural transitions within 15-minute intervals. Cross-platform comparison with ambient sniffers showed scale-dependent correspondence between production and release measurements, with an optimal correlation (r = -0.564) at 40-minute averaging windows consistent with eructation cycles. These results demonstrate that the rumen headspace contains continuous, biologically interpretable methane signals that SCOUT can reliably access, establishing the measurement infrastructure necessary for developing concentration-to-flux models that would support precision phenotyping, emission proxy calibration, and mitigation strategy evaluation.

甲烷监测反刍动物连续检测智能传感

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