Influence of artificially-induced biocrust development on soil matrix infiltration: insights from a long-term field experiment and random forest modeling

IF 6.3 1区 地球科学 Q1 ENGINEERING, CIVIL
Mingquan Zhao , Vincent J.M.N.L. Felde , Peng Liu , Xinwen Xu , Ling Xia , Li Wu , Shubin Lan
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引用次数: 0

Abstract

Soil water availability is crucial for ecosystem sustainability in arid and semi-arid regions, making an understanding of soil infiltration processes essential for effective water management. This study investigated the impact of artificially-induced biocrusts, an innovative desertification mitigation and ecosystem restoration strategy, on soil matrix infiltration in the Qubqi Desert. Specifically, we focused on the development of artificially-induced biocrusts and compared the matrix infiltration dynamics of cyanobacteria- vs. moss-dominated biocrust communities after 16 and 22 years of restoration. Field matrix infiltration tests (54 tests total) were randomly conducted using a Mini Disk Infiltrometer (MDI) at –5 cm tension, and the results showed distinct patterns in soil matrix infiltration across different stages of biocrust restoration. As biocrusts formed and developed, the initial infiltration rate (IIR), steady infiltration rate (SIR), and sorptivity (S) all exhibited a decreasing trend, with moss-dominated biocrusts showing a more pronounced reduction compared to cyanobacteria-dominated biocrusts. In the early restoration stages, state transitions in the biocrust community (e.g., initial biocrust formation and succession from cyanobacteria- to moss-dominated types) caused distinct changes in soil hydrological properties, whereas infiltration changes stabilized during later stages as biocrust communities reached a relatively steady state. Key factors influencing soil matrix infiltration characteristics were identified, including biocrust thickness, chlorophyll-a (Chl-a) content, and dissolved organic carbon (DOC). Random forest modeling further verified these variables as critical predictors of biocrust matrix infiltration, achieving high predictive accuracy (R2 > 0.95). The findings underscore the potential of monitoring these factors to assess the impact of biocrust restoration (e.g., after cyanobacteria inoculation) on regional hydrological cycles. Moreover, our findings demonstrate that the formation and development of artificially-induced biocrusts significantly alter soil structure and infiltration behavior, potentially promoting preferential flow pathways and enhancing soil water retention, particularly during the early stages of restoration. Overall, these findings suggest artificially-induced biocrusts as a practical strategy for sustainable land management in regions that are at risk of desertification and provides a predictive framework for assessing their eco-hydrological impacts at large-scales.
人工诱导生物结皮发育对土壤基质入渗的影响:来自长期野外试验和随机森林模型的见解
土壤水分有效性对干旱和半干旱地区生态系统的可持续性至关重要,因此了解土壤渗透过程对有效的水管理至关重要。以曲布齐沙漠为研究对象,研究了一种创新的荒漠化缓解与生态系统恢复策略——人工诱导生物结皮对土壤基质入渗的影响。具体来说,我们专注于人工诱导生物结皮的发展,并比较了蓝藻和苔藓主导的生物结皮群落在恢复16年和22年后基质入渗动态。在-5 cm张力条件下,采用Mini Disk Infiltrometer (MDI)随机进行了54次基质入渗试验,结果表明土壤基质在生物结皮恢复不同阶段的入渗规律不同。随着生物壳的形成和发育,初始入渗速率(IIR)、稳定入渗速率(SIR)和吸附率(S)均呈下降趋势,其中苔藓为主的生物壳比蓝藻为主的生物壳下降更为明显。在早期恢复阶段,生物群落的状态转变(例如,最初的生物群落形成和从蓝藻为主到苔藓为主的演替)引起了土壤水文特性的明显变化,而在后期,随着生物群落达到相对稳定的状态,入渗变化趋于稳定。确定了影响土壤基质入渗特性的关键因素,包括生物结皮厚度、叶绿素a (Chl-a)含量和溶解有机碳(DOC)。随机森林模型进一步验证了这些变量是生物痂基质入渗的关键预测因子,实现了较高的预测精度(R2 > 0.95)。这些发现强调了监测这些因素以评估生物结壳恢复(例如接种蓝藻后)对区域水文循环的影响的潜力。此外,我们的研究结果表明,人工诱导的生物结皮的形成和发展显著改变了土壤结构和入渗行为,潜在地促进了优先流动途径,增强了土壤保水能力,特别是在恢复的早期阶段。总的来说,这些研究结果表明,在面临荒漠化风险的地区,人工诱导的生物结皮是可持续土地管理的一种实用策略,并为大规模评估其生态水文影响提供了预测框架。
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来源期刊
Journal of Hydrology
Journal of Hydrology 地学-地球科学综合
CiteScore
11.00
自引率
12.50%
发文量
1309
审稿时长
7.5 months
期刊介绍: The Journal of Hydrology publishes original research papers and comprehensive reviews in all the subfields of the hydrological sciences including water based management and policy issues that impact on economics and society. These comprise, but are not limited to the physical, chemical, biogeochemical, stochastic and systems aspects of surface and groundwater hydrology, hydrometeorology and hydrogeology. Relevant topics incorporating the insights and methodologies of disciplines such as climatology, water resource systems, hydraulics, agrohydrology, geomorphology, soil science, instrumentation and remote sensing, civil and environmental engineering are included. Social science perspectives on hydrological problems such as resource and ecological economics, environmental sociology, psychology and behavioural science, management and policy analysis are also invited. Multi-and interdisciplinary analyses of hydrological problems are within scope. The science published in the Journal of Hydrology is relevant to catchment scales rather than exclusively to a local scale or site.
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