Sustainable Soils and Crops, Rothamsted Research, Harpenden AL5 2JQ, UK.
School of Mathematics, University of Edinburgh, Peter Guthrie Tait Road, Edinburgh EH9 3FD, UK.
J R Soc Interface. 2022 Jul;19(192):20220276. doi: 10.1098/rsif.2022.0276. Epub 2022 Jul 20.
Biogeochemical reactions occurring in soil pore space underpin gaseous emissions measured at macroscopic scales but are difficult to quantify due to their complexity and heterogeneity. We develop a volumetric-average method to calculate aerobic respiration rates analytically from soil with microscopic soil structure represented explicitly. Soil water content in the model is the result of the volumetric-average of the microscopic processes, and it is nonlinearly coupled with temperature and other factors. Since many biogeochemical reactions are driven by oxygen (O) which must overcome various resistances before reaching reactive microsites from the atmosphere, the volumetric-average results in negative feedback between temperature and soil respiration, with the magnitude of the feedback increasing with soil water content and substrate quality. Comparisons with various experiments show the model reproduces the variation of carbon dioxide emission from soils under different water content and temperature gradients, indicating that it captures the key microscopic processes underpinning soil respiration. We show that alongside thermal microbial adaptation, substrate heterogeneity and microbial turnover and carbon use efficiency, O dissolution and diffusion in water associated with soil pore space is another key explanation for the attenuated temperature response of soil respiration and should be considered in developing soil organic carbon models.
土壤孔隙空间中发生的生物地球化学反应是在宏观尺度上测量到的气体排放的基础,但由于其复杂性和异质性,很难对其进行量化。我们开发了一种体积平均方法,从具有显式微观土壤结构的土壤中通过分析来计算好氧呼吸速率。模型中的土壤含水量是微观过程的体积平均值,并且与温度和其他因素呈非线性耦合。由于许多生物地球化学反应是由氧气(O)驱动的,氧气必须克服各种阻力才能从大气到达反应性微区,因此体积平均值导致温度和土壤呼吸之间产生负反馈,反馈的大小随着土壤含水量和基质质量的增加而增加。与各种实验的比较表明,该模型再现了不同含水量和温度梯度下土壤二氧化碳排放的变化,表明它捕获了支撑土壤呼吸的关键微观过程。我们表明,除了热微生物适应、基质异质性和微生物周转以及碳利用效率外,与土壤孔隙空间相关的水中的 O 溶解和扩散也是土壤呼吸温度响应减弱的另一个关键解释因素,在开发土壤有机碳模型时应考虑这一因素。