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古尔班通古特沙漠土壤水分含量与地形-植被因子关系研究OA

Relationship between soil moisture content and topography-vegetation factors in the Gurbantunggut Desert

中文摘要英文摘要

土壤水分是水资源形成、转化和消耗过程中不可或缺的组成部分.以古尔班通古特沙漠固定、半固定和流动沙丘上的土壤水分含量(简称土壤水分)为研究对象,采用偏最小二乘结构方程模型(PLS-SEM)、随机森林模型及沙普利加性解释(SHAP)分析方法,研究了不同深度土壤水分与地形-植被因子之间的关系.结果表明:(1)除了半固定与流动沙丘上的中层土壤水分分布无显著差异外,研究区其他类型沙丘的土壤水分垂直分布均呈现显著差异.(2)结构方程模型结果显示,固定沙丘上地形因子高差和植被因子灌木多度对土壤水分影响最为突出,半固定沙丘上坡度和灌木盖度为主导因子,而流动沙丘地形-植被因子对土壤水分的影响不显著.(3)关键因子交互作用结果进一步显示固定沙丘中草本多度>300株·m-2、灌木多度>2株·m-2的组合可缓解水分胁迫;半固定沙丘中草本多度>200株·m-2、灌木盖度>30%时,能减弱坡度对土壤水分的不利影响;流动沙丘需维持草本盖度>20%、生物量>10 g·m-2以提升水分含量.研究结果可为荒漠化治理提供精细化管理策略.

Soil moisture forms an essential component in the formation,transformation,and consumption of wa-ter resources.This study investigates soil moisture in fixed,semifixed,and mobile dunes of the Gurbantunggut Desert in Xinjiang,China.The relationship between moisture at different soil depths and topography-vegetation factors was analyzed using partial least squares structural equation model(PLS-SEM),random forest model,and Shapley additive explanations(SHAP)value analysis.The results showed that:(1)Except for soil moisture in the middle layer of semifixed and mobile dunes,the vertical distribution of moisture among dune types varied signifi-cantly.(2)Structual equation model indicated that the topography factor—height difference and vegetation fac-tor—shrub abundance—had the most pronounced impacts on soil moisture in fixed dunes;slope degree and shrub coverage were dominant factors in semifixed dunes,whereas topography and vegetation factors had relatively mi-nor effects in mobile dunes.(3)The interaction among key factors revealed that in fixed dunes,a combination of herb and shrub abundance>300 plants·m-2 and>2 plants·m-2,respectively alleviated water stress;in semifixed dunes,>200 plants·m-2 and>30%,respectively mitigated the adverse impacts of slope degree on soil moisture;in mobile dunes,maintaining herb coverage at>20%and biomass at>10 g·m-2 was necessary to enhance soil mois-ture content.These findings can help formulate refined management strategies for desertification control.

张璐;张定海;杨甜;丘月

甘肃农业大学理学院数量生物研究所,甘肃 兰州 730070甘肃农业大学理学院数量生物研究所,甘肃 兰州 730070甘肃农业大学理学院数量生物研究所,甘肃 兰州 730070甘肃农业大学理学院数量生物研究所,甘肃 兰州 730070

古尔班通古特沙漠土壤水分地形-植被因子偏最小二乘结构方程模型随机森林模型

Gurbantunggut Desertsoil moisturetopography-vegetation factorspartial least squares structural equation modelrandom forest model

《干旱区地理》 2026 (9)

1777-1787,11

国家自然科学基金地区基金项目(42361016)内蒙古自治区防沙治沙科技创新重大示范工程"揭榜挂帅"项目(2024JB-GS0003)甘肃农业大学青年导师扶持基金(GAU-QDFC-2023-07)甘肃农业大学研究生重点课程建设项目(GAU-ZDKC-202205)资助

10.12118/j.issn.1000-6060.2025.595

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