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    松嫩平原固定式光伏方阵土壤水热盐时空分异特征

    Spatiotemporal heterogeneity of soil water-heat-salt characteristics under fixed-mounted photovoltaic arrays in Songnen Plain

    • 摘要:
      目的 光伏开发通过改变局地环境可为盐碱地治理提供新路径,但目前光伏开发对土壤盐碱特征时空影响研究不足。
      方法 以国家光伏、储能实证实验平台(大庆基地)为研究区,在5月(旱季)与8月(雨季)监测光伏板间、板下局地气候与土壤水热条件、pH、电导率(EC)与K+、Na+、Ca2+、Mg2+交换性阳离子质量分数,分析土壤水热盐时空分异特征。
      结果 1)与板间相比,板下旱季和雨季风速分别降低48.46%和69.53%(P < 0.05),土壤温度分别降低3.10 ℃和1.62 ℃(P < 0.05),含水率分别提升11.44%和8.46%(P < 0.05)。2)土壤pH和EC旱季低于雨季,板下低于板间,旱季板间EC较板下高31.92%(P = 0.005),雨季板下EC增加138.17%。3)雨季板下和板间Na+质量分数比旱季降低13.14%和12.79%(P < 0.01),板下Na+质量分数均低于板间;K+/Na+、Ca2+/Na+、Mg2+/Na+比值雨季高于旱季、板下高于板间。4)随机森林模型揭示土壤pH主要受土壤温度、板下与板间位置、空气湿度影响;EC主要受土壤温度、季节、Na+质量分数影响。土壤温度是调控pH与EC的关键因子。
      结论 光伏遮阴对板下具有阻风、降温、增湿以及降低Na+质量分数等效应。研究结果可为制定板间种植、板下排水的空间利用策略提供理论支撑。

       

      Abstract:
      Objective Saline-alkali lands provide substantial land resources for photovoltaic (PV) development. While PV infrastructure may alter subsurface hydrothermal conditions and offer new pathways for land reclamation, the spatiotemporal effects of PV arrays on soil salinity-alkalinity dynamics remain inadequately studied. This study addresses the critical knowledge gap regarding PV-driven microclimate-soil interactions in soda saline-alkali ecosystems.
      Methods Field monitoring was conducted at the National PV and Energy Storage Empirical Platform (Daqing Base) in the Songnen Plain during the dry season (May) and rainy season (August) to quantify local climatic variables, soil hydrothermal parameters (temperature, moisture, and heat flux), and soil properties (pH, electrical conductivity (EC), exchangeable cations K+, Na+, Ca2+, Mg2+). Measurements were stratified under photovoltaic arrays and between photovoltaic arrays during the dry and rainy seasons. Data were analyzed via ANOVA and random forest modeling to identify key drivers of soil salinity-alkalinity patterns.
      Results 1) Microclimate restructuring: under photovoltaic panels, wind speed decreased by 48.46% (dry season) and 69.53% (rainy season) (P < 0.05), soil temperature reduced by 3.10 ℃ (dry season) and 1.62 ℃ (rainy season) (P < 0.05), while soil moisture increased by 11.44% (dry season) and 8.46% (rainy season) (P < 0.05) compared to conditions between photovoltaic arrays. 2) Spatiotemporal salinity-alkalinity dynamics: soil pH and EC were consistently lower in the dry season and under photovoltaic panels. EC between photovoltaic arrays exceeded values under photovoltaic panels by 31.92% during the dry season (P = 0.005), and the EC under the panels increased sharply by 138.17% compared to the between photovoltaic arrays during the rainy season. 3) Sodium-specific responsiveness: Na+ decreased significantly by 13.14% (under photovoltaic panels) and 12.79% (between photovoltaic arrays) (P < 0.01) during the rainy season compared to the dry season, with lower concentrations persistently observed under panels. The K+/Na+, Ca2+/Na+, and Mg2+/Na+ ratios consistently exhibited a spatiotemporal pattern of higher values during the rainy season than during the dry season, and under photovoltaic panels than between photovoltaic arrays. 4) Driving mechanisms: random forest modeling revealed that soil pH was mainly affected by soil temperature, position (under panels and between arrays), and air humidity, while EC was mainly affected by soil temperature, season, and Na+ content. Soil temperature was the key factor regulating both soil pH and EC.
      Conclusions In summary, photovoltaic shading exerts wind-breaking, cooling, and humidifying effects under panels, ameliorating soil alkalinity and enhancing structural stability in the plough layer, as well as reducing soil Na+ content. This study provides a theoretical foundation for developing spatial utilization strategies featuring vegetation cultivation between photovoltaic arrays and drainage systems under photovoltaic panels to address rising pH and EC levels.

       

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