基于MODIS大气气溶胶对耕地GPP的定量机制解析

Quantitative mechanism analysis of cultivated land GPP based on MODIS atmospheric aerosols

  • 摘要:
    目的 为研究大气气溶胶浓度上升对作物光合作用和第一生产力的影响。
    方法 利用多源遥感数据和气象数据获取气溶胶光学厚度、植被叶面积指数、降雨量、太阳辐射和温度数据,并提取2003~2023年阿克苏地区主要作物种植产区分布,在此基础上又以阿克苏地区1次典型强降雨事件对耕地总初级生产力的影响进行分析。
    结果 (1)总初级生产力和叶面积指数呈现显著增加趋势,叶面积指数的年际变化为0.01 m2/a,总初级生产力的年际变化为7.651 gCm−2a−1,增长量为1957.36 TgC,而靠近塔克拉玛干沙漠地区叶面积指数和总初级生产力呈现下降趋势。(2)大气气溶胶沉降粒子通过影响碳同化、消耗和累积过程来影响作物生长,使得作物处在关键苗期总初级生产力下降。(3)根据总初级生产力变化率定量归因算法可得叶面积指数、降雨量对总初级生产力变化率有正向递增作用,其响应量15.19 gCm−2、14.26 gCm−2,相对响应率达到42.8%、27.82%。
    结论 叶面积指数与降水之间存在正相关关系,降雨冲刷叶面能对耕地第一生产力起到一定的提升作用。

     

    Abstract:
    Objective To study the impact of rising atmospheric aerosol concentration on crop photosynthesis and total primary productivity.
    Methods Multi-source remote sensing data and meteorological data were used to obtain aerosol optical thickness, vegetation leaf area index, rainfall, solar radiation, and temperature data, and then the distribution of major crop planting areas in Aksu prefecture from 2003 to 2023 was extracted. Afterwards, based on these, the impact of a typical heavy rainfall event in this area on total primary productivity of cultivated land was analyzed.
    Results (1) The total primary productivity and leaf area index showed a significant increasing trend, with an interannual variation of 0.01 m2a−1 for leaf area index and 7.651 gCm−2a−1 for total primary productivity, with a growth rate of 1957.36 TgC. The leaf area index and total primary productivity in areas near the Taklimakan Desert also showed a downtrend. (2) Atmospheric aerosol deposition particles affected crop growth by influencing carbon assimilation, consumption, and accumulation processes, leading to a reduction in total primary productivity during the seedling stage at critical locations. (3) According to the quantitative attribution algorithm for the change rate of total primary productivity, the leaf area index and rainfall had a positive increasing effect on the change rate of total primary productivity, with a response of 15.19 gCm2、14.26 gCm2 and a relative response rate of 42.8%, 27.82%.
    Conclusion Therefore, there is a positive correlation between leaf area index and precipitation, indicating that the erosion of leaf surface by rainwater can have a certain enhancing effect on the total primary productivity of cultivated land.

     

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