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TEMPORAL AND SPATIAL VARIATION OF SOIL MOISTURE IN CHINA BASED ON SMAP DATA

机译:基于SMAP数据的中国土壤水分的时空变化

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摘要

Soil moisture is one of the most important indexes that affect crop growth and meteorological change. Widespread monitoring soil moisture is the forerunner of formulating better soil and water management measure and disaster mitigation strategies. Soil moisture (0–10cm) of SMAP L3 from April 2015 to April 2018 was cited in this paper. The accuracy of SMAP L3 was compared and evaluated by real-time products of CLDAS-V2.0 from CMA Land Data Assimilation system. The results show that SMAP L3 can reflect the objective regular of soil moisture. In addition, the spatial and temporal variation characteristics of soil moisture (0–10cm) at SMAP L3 are also analyzed, which show that the soil moisture is higher in the south than in the north and it is higher in the east than in the west of China. Moreover, the seasonal characteristics are as follows: The soil moisture is the highest in summer, and the second in autumn, while it is lower in winter and spring. Finally, based on the study of temperature and precipitation data from meteorological stations in China, it is found that there is a positive correlation between soil moisture and precipitation in south China, with a correlation coefficient of 0.5027. There is a negative correlation between soil moisture and precipitation in Northeast and northwest China and in Qinghai-Tibet region. What’s more, soil moisture has a positive correlation with temperature, with an average correlation coefficient of 0.6813; the highest correlation coefficient is 0.7752 in Northeast China.
机译:土壤水分是影响作物生长和气象变化的最重要指标之一。广泛监测土壤水分是制定更好的土壤和水管理措施和减灾策略的先驱。本文引用了2015年4月至2018年4月的SMAP L3的土壤水分(0-10厘米)。比较SMAP L3的精度,并通过CMA土地数据同化系统的CLDAS-V2.0的实时产品进行比较和评估。结果表明,SMAP L3可以反映土壤水分的客观规律。此外,还分析了SMAP L3处的土壤水分(0-10cm)的空间和时间变化特性,表明南方的土壤水分比北方更高,而南部比西方更高中国的。此外,季节性特征如下:土壤水分是夏季最高的,第二个在秋季,冬季和春季较低。最后,基于中国气象站的温度和降水数据的研究,发现华南土壤水分与沉淀之间存在正相关,相关系数为0.5027。东北和西北部和青藏地区土壤水分和降水之间存在负相关性。更重要的是,土壤水分与温度正相关,平均相关系数为0.6813;最高的相关系数是东北部的0.7752。

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