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Arctic shrub effects on NDVI, summer albedo and soil shading

机译:北极灌木对NDVI,夏季反照率和土壤遮光的影响

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The influence of Arctic vegetation on albedo, latent and sensible heat fluxes, and active layer thickness is a crucial link between boundary layer climate and permafrost in the context of climate change. Shrubs have been observed to lower the albedo as compared to lichen or graminoid-tundra. Despite its importance, the quantification of the effect of shrubification on summer albedo has not been addressed in much detail. We manipulated shrub density and height in an Arctic dwarf birch (Betula nana) shrub canopy to test the effect on shortwave radiative fluxes and on the normalized difference vegetation index (NDVI), a proxy for vegetation productivity used in satellite-based studies. Additionally,we parametrised and validated the 3Dradiative transfer model DART to simulate the amount of solar radiation reflected and transmitted by an Arctic shrub canopy.We compared results ofmodel runs of different complexities tomeasured data fromNorth-East Siberia.We achieved comparably good resultswith simple turbidmediumapproaches, including both leaf and branch optical property media, and detailed object based model parameterisations. It was important to explicitly parameterise branches as they accounted for up to 71% of the total canopy absorption and thus contributed significantly to soil shading. Increasing leaf biomass resulted in a significant increase of the NDVI, decrease of transmitted photosynthetically active radiation, and repartitioning of the absorption of shortwave radiation by the canopy components. However, experimental and modelling results show that canopy broadband nadir reflectance and albedo are not significantly decreasing with increasing shrub biomass. We conclude that the leaf to branch ratio, canopy background, and vegetation type replaced by shrubs need to be considered when predicting feedbacks of shrubification to summer albedo, permafrost thaw, and climate warming.
机译:在气候变化的背景下,北极植被对反照率,潜热通量和显热通量以及活动层厚度的影响是边界层气候与多年冻土之间的关键联系。与地衣或粉状苔原相比,灌木已经降低了反照率。尽管其重要性,但尚未对灌木化对夏季反照率的影响进行量化。我们在北极矮桦(Betula nana)灌木冠层中控制了灌木的密度和高度,以测试对短波辐射通量和归一化植被指数(NDVI)的影响,该指数是基于卫星的研究中植被生产力的替代指标。此外,我们对3D辐射传输模型DART进行了参数设置和验证,以模拟北极灌木冠层反射和透射的太阳辐射量。我们将不同复杂度的模型运行结果与来自西伯利亚东北部的测量数据进行了比较。通过简单的浊度中等方法,我们获得了相当不错的结果,包括叶片和分支的光学特性介质,以及基于对象的详细模型参数化。明确参数化分支很重要,因为它们占冠层吸收总量的71%,因此对土壤遮荫有很大贡献。叶片生物量的增加导致NDVI的显着增加,透射光合有效辐射的减少以及冠层成分对短波辐射吸收的重新分配。然而,实验和建模结果表明,随着灌木生物量的增加,冠层宽带的最低反射率和反照率并未显着降低。我们得出的结论是,在预测灌木化对夏季反照率,多年冻土融化和气候变暖的反馈时,需要考虑叶片对树枝的比率,冠层背景和被灌木替代的植被类型。

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