王春梅, 王鹏新, 朱向明, 郑文娟, 杨鹤松. 区域蒸散和表层土壤含水量遥感模拟及影响因子[J]. 农业工程学报, 2008, 24(10): 127-133.
    引用本文: 王春梅, 王鹏新, 朱向明, 郑文娟, 杨鹤松. 区域蒸散和表层土壤含水量遥感模拟及影响因子[J]. 农业工程学报, 2008, 24(10): 127-133.
    Wang Chunmei, Wang Pengxin, Zhu Xiangming, Zheng Wenjuan, Yang Hesong. Estimations of evapotranspiration and surface soil moisture based on remote sensing data and influence factors[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2008, 24(10): 127-133.
    Citation: Wang Chunmei, Wang Pengxin, Zhu Xiangming, Zheng Wenjuan, Yang Hesong. Estimations of evapotranspiration and surface soil moisture based on remote sensing data and influence factors[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2008, 24(10): 127-133.

    区域蒸散和表层土壤含水量遥感模拟及影响因子

    Estimations of evapotranspiration and surface soil moisture based on remote sensing data and influence factors

    • 摘要: 以甘肃省武威市为研究区域,应用灌溉前后两景Landsat TM-5卫星遥感数据,采用SEBAL模型进行了区域蒸散估算,综合应用归一化植被指数(NDVI)和地表温度(Ts),计算了该区域的条件植被温度指数(VTCI),并估算了表层土壤含水量(0~20 cm)。在获得区域净辐射通量、地表温度以及植被覆盖度空间分布的基础上,进一步对灌溉前后两景影像中日蒸散和表层土壤含水量的影响因素进行了分析。结果表明,区域蒸散和表层土壤含水量的遥感估算与地面同步观测值比较,能较好地反映研究区域的蒸散和地表含水量的空间变异特征。当土壤较干时,区域蒸散的空间分布变异较大,而表层土壤含水量的空间变异较小。在灌溉前后两景影像中,日蒸散与净辐射通量、地表温度和覆盖度之间都有极显著的相关性,决定系数均在0.90以上,而日蒸散量与表层土壤含水量的相关性以灌溉后较高。此外,表层土壤含水量与地表温度、覆盖度都呈显著的相关性,但比较而言,地表温度指数关系的离散性较小,相关系数也大。但地表温度、覆盖度与表层土壤含水量的相关性都依赖于土壤干湿程度,通常土壤越湿,相关性也越高。

       

      Abstract: Evapotranspiration and surface soil moisture are important parameters in global hydrological circle studies. Based on Landsat TM remotely sensed data, the Surface Energy Balance Algorithm for Land (SEBAL) model was applied to estimate regional evapotranspiration, and the vegetation temperature condition index was used to estimate surface soil moisture (0~20 cm) in Wuwei city of Gansu Province in northwest China. Factors of influencing evapotranspiration and surface soil moisture were also discussed. The results show that the estimations of evapotranspiration and surface soil moisture are in good agreement with the ground measured ones. The spatial variations of evapotranspiration under dry condition are larger than those under wet condition. There are significant correlations between daily evapotranspiration, and net radiation, land surface temperature and vegetation coverage both under wet and dry conditions, and the correlation coefficient between daily evapotranspiration and surface soil moisture under wet condition is higher than that under dry condition. There are obvious correlation between surface soil moisture, and land surface temperature and vegetation coverage, and the correlation coefficient between soil surface moisture and land surface temperature is higher than that between soil surface moisture and vegetation coverage. The higher the surface soil moisture, the higher the correlation coefficients.

       

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