基于叶面积指数动态参数化的果园蒸腾与土壤水热研究
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作者单位:

1.中国科学院教育部水土保持与生态环境研究中心;2.西北农林科技大学资源环境学院

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中图分类号:

S152; S661.1?????

基金项目:

国家自然科学基金项目(42125705);国家重点研发计划项目(2021YFD1900700);陕西省自然科学基础研究计划项目(2021JC-19);唐仲英基金;陕西省重点研发计划项目(2022NY-064)


Transpiration and soil hydrothermal studies of orchards based on dynamic parameterization of leaf area index
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Affiliation:

The Research Center of Soil and Water Conservation and Ecological Environment,Chinese Academy of Sciences and Ministry of Education

Fund Project:

the National Natural Science Foundation of China (42125705); the National Key Research and Development Program (2021YFD1900700); the Natural Science Basic Research Program of Shaanxi (2021JC-19); Cyrus Tang Foundation; Shaanxi Key Research and Development Program (2022NY-064)

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    摘要:

    [目的]叶面积指数(Leaf Area Index,LAI)作为生态系统水循环过程模拟研究的关键参数,其的快速动态模拟可以解决土壤水-汽-热-气耦合模型STEMMUS(Simultaneous Transfer of Energy,Mass and Momentum in Unsaturated Soil)只能使用固定或实测LAI作为输入参数的局限性。[方法]本文将EPIC模型中的“植物叶面积发育子模块”与STEMMUS模型耦合,采用2019和2020年子洲县山地苹果实验示范基地苹果生长条件下实测的果树蒸腾、土壤水分和土壤温度数据对模型进行了率定与验证,以评估耦合模型在黄土高原的适用性。[结果]结果表明:通过优化植物生长参数,耦合叶面积发育子模块后的STEMMUS模型对苹果树蒸腾耗水过程的模拟精度显著提高,率定年和验证年的归一化均方根误差(NRMSE)和平均绝对误差(MAE)分别从原模型的40.2%、61.9%和0.52 mm d-1、0.64 mm d-1,提高到耦合模型的30.0%、33.2%和0.42 mm d-1、0.38 mm d-1。同时,耦合模型可以较好地模拟苹果园的土壤水热动态过程,在率定期和验证期模拟土壤含水量和土壤温度的NRMSE分别介于1.4%~32.9%和2.9~9.5%,MAE分别介于0.13~4.26 cm3 cm-3和0.34~1.49℃。[结论]模拟值与实测值吻合度较高,表明耦合模型可以准确描述黄土高原苹果园果树叶面积动态生长和生态水文过程,该研究可为黄土区果园生态水文过程的研究提供技术支撑。

    Abstract:

    [Objective] As a key parameter in the simulation study of ecosystem water cycle process, the rapid dynamic simulation of the Leaf Area Index (LAI) can solve the limitation that the coupled soil water-vapor-heat-air model STEMMUS (Simultaneous Transfer of Energy, Mass and Momentum in Unsaturated Soil) can only use fixed or measured as an input parameter. [Methods] In this paper, the "plant leaf area development sub-module" in EPIC model was coupled with the STEMMUS model, and the model was calibrated and validated using the measured fruit tree transpiration, soil moisture and soil temperature data under the apple growth conditions in the mountain apple Experimental demonstration base of Zizhou County in 2019 and 2020, so as to evaluate the applicability of the coupled model on the Loess Plateau. [Results] The results showed that by optimizing the plant growth parameters, the coupled leaf area development sub-module of the STEMMUS model significantly improved the simulation accuracy of the transpiration and water consumption process of apple trees, with the normalized root mean square error (NRMSE) of the calibration and validation years increasing from 40.2% and 61.9% in the original model to 30.0% and 33.2% in the coupled model, and the mean absolute error (MAE) increasing from 0.52 mm d-1 and 0.64 mm d-1 to 0.42 mm d-1 and 0.38 mm d-1. Meanwhile, the coupled model can better simulate the soil hydrothermal dynamic processes in apple orchards, and the NRMSE of simulated soil water content and soil temperature at the calibrated period and validation period ranged from 1.4% to 32.9% and 2.9 to 9.5%, and the MAE ranged from 0.13 to 4.26 cm3 cm-3 and 0.34 to 1.49°C, respectively. [Conclusion] The high agreement between the simulated and measured values indicates that the coupled model can accurately describe the dynamic growth process of fruit tree leaf area and the ecohydrological process of orchard in the Loess Plateau, and this study can provide technical support for the research of the ecohydrological process of orchard in Loess area.

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  • 收稿日期:2024-08-16
  • 最后修改日期:2024-10-01
  • 录用日期:2024-10-09
  • 在线发布日期: 2025-01-09
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