ERS卫星反演数据在黄土高原近地表土壤水分中的应用研究
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中国科学院水利部水土保持研究所黄土高原土壤侵蚀与旱地农业国家重点实验室基金项目(10502-Z12-9)、国家自然科学基金项目(41171420)、中国科学院重点部署项目(KZZD-EW-04)共同资助


Application of inversion of european remote sensing satellites data to investigation of near-surface soil moisture in Loess Plateau
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    摘要:

    将黄土高原地区1992—2000年欧洲遥感卫星(European Remote Sensing Satellites,ERS)风散射计获取的土壤水分指数(Soil Water Index,SWI)与农田实测土壤水分数据进行对比,并分析降雨、植被、土地利用和人工灌溉对反演数据的影响;探讨其在近地表土壤水分时空变化中的应用情况。结果表明,遥感反演的土壤水分数据SWI较好地反映了黄土高原地区土壤水分的时空变化规律,总体上表现出南多北少、东高西低的空间特点和夏秋偏高、春季较低的季节变化趋势;其次,根据SWI转换得到的土壤体积含水量数据Wswi与0~10 cm农田实测土壤水分呈极显著相关,表明该ERS反演土壤水分数据接近表层土壤水分实际情况,可用于估测研究区表层土壤水分含量;在农业集中的平原地区,Wswi与农田表层实测土壤水分相关性较高;而在农业、林业、牧业用地复合交叉地区其相关性较差。研究结果还发现,在相对干旱季节农田实测水分普遍较卫星反演结果高,主要是由于灌溉增加了农田水分含量。这说明在应用卫星遥感数据估算土壤水分时,除了考虑气候、地貌、土壤、植被等自然因素,同时也应充分考虑人为因素的影响。

    Abstract:

    A comparative analysis was done of the SWI (Soil Water Index) acquired by the ERS (European Remote Sensing Satellites) using scatterometers in 1992-2000 vs the data of farmland soil moisture in the Loess Plateau obtained through field investigations and in addition, effects of rainfall, vegetation, land use and irrigation on inversion of the data were analyzed. Results show that inversion of the remote sensed SWI reflects quite well the spatio-temporal variation of soil water in the Loess Plateau, displaying a general trend similar to that of soil moisture in actual distribution in the region, that is, spatially it is relatively high in the south and the east and low in the north and the west, and temporally high in summer and fall and low in spring. Besides, Wswi, soil volumetric water content converted from SWI, are found to be in an extremely significant positive relationship with the measured soil moisture contents in the 0~10 cm soil layer of farmland, which implies that the soil moisture data acquired through inversion of ERS data are very approximate to the actual conditions of near surface soil moisture, and hence the technique can be used to estimate surface soil moisture in the study area. Moreover, high correlation coefficients are found between Wswi and with measured values of soil moisture in the surface soil layer in intensive agricultural plain areas, whereas they are not so high in areas interlaced with farming, forestry and animal husbandry. It is also found in the study that the measured values of soil moisture tend to be higher than those from inversion of the ERS data in relatively dry seasons, mainly due to irrigation that increases soil moisture content in the field. This finding indicates that when using ERS data for estimation of soil moisture contents, it is also essential to take into account the factor of human activities in addition to natural environmental factors, such as landform, soil, vegetation, climate, etc.

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焦 俏,王 飞,李 锐,张文帅. ERS卫星反演数据在黄土高原近地表土壤水分中的应用研究[J].土壤学报,2014,51(6):1388-1397. DOI:10.11766/trxb201312260614 Jiao Qiao, Wang Fei, Li Rui, Zhang Wenshuai. Application of inversion of european remote sensing satellites data to investigation of near-surface soil moisture in Loess Plateau[J]. Acta Pedologica Sinica,2014,51(6):1388-1397.

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  • 收稿日期:2013-12-26
  • 最后修改日期:2014-08-04
  • 录用日期:2014-08-20
  • 在线发布日期: 2014-08-26
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