基于改进遥感蒸散模型的西南地表蒸散研究

    Study on land surface evapotranspiration in southwest China basedon mixed linear dual source remote sensing evapotranspiration model

    • 摘要: 基于卫星遥感资料以及气象站点数据,利用基于地表净辐射、植被指数、月平均气温和月温差的混合型线性双源遥感蒸散模型估算了我国西南地区地表蒸散量,并与MODIS数据作对比验证。结果表明:改进后的遥感蒸散模型估算的蒸散值与MODIS监测的值具有很好相关性,其模拟精度依次为:秋季>冬季>夏季>春季。利用改进后的模型研究了西南地表蒸散,发现近20 a来该地区实际蒸散呈现明显的增加趋势,春、夏两季蒸散量较大,占全年总量的62.3%,春季由东南向西北递减,广西大部分地区以及云南南部实际蒸散量较大,而川西则较小;夏季与秋季呈现由东向西递减的趋势,由广西、贵州、重庆向云南和四川递减;冬季则呈现由南向北递减的规律。

       

      Abstract: With satellite remote sensing data and meteorological data, the surface evapotranspiration in southwest China is estimated by mixed linear dual source remote sensing evapotranspiration model based on surface net radiation, vegetation index, monthly mean temperature and monthly temperature difference and the results are compared with the product data of MODIS. The results show that evapotranspiration estimated by improved remote sensing evapotranspiration model has a good correlation with the MODIS monitoring data, the order of simulation accuracy is autumn > winter > summer > spring; besides, in the past 20 years, the actual evapotranspiration in southwest China has increased obviously, and the evapotranspiration in spring and summer is larger, accounting for 62.3% of the total annual one; in spring, the evapotranspiration shows a descending trend from the southeast to northwest, the actual evapotranspiration in most of Guangxi and southern Yunnan is larger and the west Sichuan is smaller; in summer and autumn, the evapotranspiration shows a decreasing trend from east to west, i.e, from Guangxi, Guizhou, Chongqing to Yunnan and Sichuan; in winter, the trend is decreasing from the south to the north.

       

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