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Satellite-based analysis of regional evapotranspiration trends in a semi-arid area

机译:基于卫星的半干旱地区区域蒸散量趋势分析

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摘要

A regional framework for a spatial and temporal distributed assessment of time series trends in the hydrological variable and its related ecological factors of an arid area was presented in this research. To achieve this, we tested the Surface Energy Balance System (SEBS) algorithm for estimating evapotranspiration (ET) in regional scale and the result was further validated by water budget. The ET assessment was applied for the Yinchuan and Weining (YW) Plains (China), the upstream areas of the Yellow River. Moreover, we analysed the recent trends (from year 2001 to 2014) in actual ET, normalized difference vegetation index (NDVI), farmland and wetland using a combination of remote sensing and ground observations. The results illustrated that the yearly ET of 78% areas has no change during the study period and the areas with decreasing ET are larger than the areas with increasing trend. The highest decreasing rate is observed in urban areas and the value is -20 mm year(-1), while the rate of increasing trend is especially higher in the wetlands reaching around 60 mm year(-1). This phenomenon can be explained by changes in NDVI, farmland and wetland. The distribution and magnitude of NDVI trends shows that the higher NDVI (NDVI 0.4) area is occupied 56% and the farmland (NDVI 0.55) covered about 35% of the YW Plains. The increasing trends of mean NDVI is mostly observed in farmland and shrub covers, while the decreasing NDVI areas are mainly wetlands and urban area. The emerging image showed that the greening trend of vegetation and variation of evapotranspiration in the YW Plains are related to land-cover changes and to the adjustment of crop pattern for agriculture. The increasing of wetland area is also believed as a cause related to evapotranspiration change. Such spatiotemporally distributed analysis in regional level is important for water management at this scale, which can be also applied to other similar areas.
机译:本研究提出了干旱地区水文变量及其相关生态因子时间序列趋势的时空分布评估区域框架。为了实现这一目标,我们测试了用于估计区域范围内蒸散量(ET)的表面能平衡系统(SEBS)算法,并通过水预算进一步验证了结果。 ET评估适用于黄河上游地区银川和威宁(YW)平原(中国)。此外,我们结合遥感和地面观测分析了实际ET,归一化植被指数(NDVI),农田和湿地的近期趋势(从2001年到2014年)。结果表明,研究期内78%地区的年ET值没有变化,ET值降低的地区要大于趋势增长的地区。在城市地区,下降速度最高,为-20 mm年(-1),而在达到60 mm年(-1)的湿地中上升趋势尤为明显。 NDVI,农田和湿地的变化可以解释这种现象。 NDVI趋势的分布和幅度表明,较高的NDVI(NDVI> 0.4)面积占56%,农田(NDVI> 0.55)覆盖了黄河平原的35%。平均NDVI的增加趋势主要出现在农田和灌木丛中,而NDVI减少的区域主要是湿地和城市地区。新兴的影像表明,黄河平原植被的绿化趋势和蒸散量的变化与土地覆盖的变化以及农业作物格局的调整有关。湿地面积的增加也被认为是与蒸散量变化有关的原因。这种区域性的时空分布分析对于这种规模的水管理非常重要,也可以应用于其他类似地区。

著录项

  • 来源
    《International journal of remote sensing》 |2019年第10期|3267-3288|共22页
  • 作者单位

    China Univ Geosci, Sch Water Resources & Environm, MOE Key Lab Groundwater Circulat & Environm Evolu, Beijing 100083, Peoples R China;

    China Univ Geosci, Sch Water Resources & Environm, MOE Key Lab Groundwater Circulat & Environm Evolu, Beijing 100083, Peoples R China;

    China Univ Geosci, Sch Water Resources & Environm, MOE Key Lab Groundwater Circulat & Environm Evolu, Beijing 100083, Peoples R China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
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