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首页> 外文期刊>Remote Sensing of Environment: An Interdisciplinary Journal >A local-scale, high-resolution evapotranspiration mapping algorithm (ETMA) with hydroecological applications at riparian meadow restoration sites
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A local-scale, high-resolution evapotranspiration mapping algorithm (ETMA) with hydroecological applications at riparian meadow restoration sites

机译:在河岸草甸恢复点上具有水生态学应用的局部高分辨率高分辨率蒸散图算法(ETMA)

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摘要

We present a new algorithm for mapping evapotranspiration (ET) that requires only local weather-station data including the ground heat flux and high resolution airborne thermal imagery. This ET mapping algorithm (ETMA) is based on the surface energy budget and partitions the available energy between the latent and sensible heat fluxes. Two parameters riatent and rsensibie are defined as the surface temperatures at which all of the turbulent heat flux is accounted for by the latent and sensible heat fluxes, respectively. These points are used to develop linear relationships between surface temperature and ET at specified times. Maps of ET at two times during the day are then used to model and integrate the diurnal pattern of ET using the Penman-Montieth and Jarvis-Stewart models of ET and surface resistance. The resulting maps of daily integrated ET have 1-m spatial resolution that is rarely available, yet important to the fields of hydrology, ecology, forestry, and agriculture. Our results comparing ET values to porometry-based local measurements within the meadows suggest that the mapped (ET){sub}(day) values are accurate to within 10% of the potential ET rate or within 0.7 mm absolute error; however, under different conditions the error may be larger. The purpose of developing this algorithm was to investigate the hydroecology of restored and degraded meadows in the Sierra Nevada of northern California, USA. The pond-and-plug method of riparian restoration aims to raise the water table and re-establish native mesic vegetation that has been replaced by sagebrush and dryland species due to land-use practices over the past 150 years. By comparing the ET regime of two restored and two degraded meadows, we show that daily ET in the restored meadows (5-6.5 mm/day) was approximately twice that of the degraded ones (1.5-4 mm/day). The detailed images of ET show local impacts of land-use change and re-vegetation efforts.
机译:我们提出了一种用于映射蒸散量(ET)的新算法,该算法仅需要本地气象站数据,包括地面热通量和高分辨率机载热图像。此ET映射算法(ETMA)基于表面能预算,并在潜热通量和显热通量之间分配可用能量。两个参数riatent和rsensibie定义为表面温度,在该表面温度下,所有湍流通量分别由潜热通量和显热通量解释。这些点用于在指定时间建立表面温度和ET之间的线性关系。然后,使用Penman-Montieth和Jarvis-Stewart的ET和表面阻力模型,将一天中两次的ET地图用于建模和整合ET的昼夜模式。每日综合ET的结果图具有1-m的空间分辨率,该分辨率很少可用,但对水文学,生态学,林业和农业领域很重要。我们将ET值与草甸内基于孔隙率法的局部测量值进行比较的结果表明,映射的(ET){sub}(day)值精确到潜在ET率的10%以内或0.7 mm的绝对误差内;但是,在不同条件下,误差可能更大。开发此算法的目的是研究美国北部加利福尼亚内华达山脉的恢复和退化草地的水生态学。河岸恢复的池塘塞方法旨在提高地下水位并重建当地的内生植被,在过去的150年中,由于土地使用的原因,这些植被已被鼠尾草和旱地物种所取代。通过比较两个恢复草地和两个退化草地的ET制度,我们显示恢复草地的每日ET(5-6.5毫米/天)大约是退化草地(1.5-4毫米/天)的两倍。 ET的详细图像显示了土地利用变化和重新植被努力对当地的影响。

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