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Near-surface remote sensing of canopy architecture and land-atmosphere interactions in an oak savanna ecosystem.

机译:橡树稀树草原生态系统中冠层建筑和陆地-大气相互作用的近地遥感。

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摘要

Canopy architecture plays fundamental roles in the land-atmosphere interactions, yet quantification of canopy architecture using optical sensors in an open canopy remains a challenge. Savannas are spatially heterogeneous, open ecosystems, thus efforts to quantify canopy structure with methods developed for homogeneous, closed canopies are prone to failure. I employed a multi-model and multi-instrument approach to quantify leaf area index in an oak savanna ecosystem of California. I found that the effective area index should be calculated by taking the logarithm of average gap fraction. Contrary to boreal and temperate forests, the savanna ecosystem was highly clumped at the ecosystem scale (clumping index=0.49). Thus quantification of clumping effects at the ecosystem scale, which has been overlooked in most leaf area index products, is crucial to obtain the correct leaf area index.;To investigate how evaporation in the annual grassland of the savanna ecosystem is modulated by biological/environmental factors, I investigated the 6 year evaporation data measured with a eddy covariance system. The annual evaporation ranged between 266 mm to 391 mm despite a two-fold range in precipitation. I found that the pronounced energy-limited and water-limited periods occurred within the same year. In the water-limited period, monthly integrated evaporation scaled negatively with solar radiation and was restrained by precipitation. In the energy-limited period, on the other hand, the majority of evaporation scaled positively with solar radiation and was confined by potential evaporation. Evaporation was most sensitive to the availability of soil moisture during the transition to the senescence period rather than the onset of the greenness period, causing annual evaporation to be strongly modulated by the length of growing season.;To bridge canopy structure, function and metabolism, I tested the use of light emitting diodes (LEDs) to monitor the vegetation reflectance in narrow spectral bands. LEDs are appealing because they are inexpensive, small and reliable light sources that used in reverse mode, can measure spectrally selective radiation. To test the efficacy of this approach, I measured the spectral reflectance with LEDs in red and near-infrared wavebands, which are used to calculate the normalized difference vegetation index over the grassland over 3.5 years. The LED-spectrometer captured daily to inter-annual variation of the spectral reflectance at the two bands with reliable and stable performance. The spectral reflectance in the two bands and NDVI proved to be useful to identify the leaf-on and leaf-off dates (mean bias errors of 5.3 and 4.2 days, respectively) and to estimate the canopy photosynthesis (r 2=0.91). I suggest that this novel instrument can monitor other structural and functional (e.g. leaf area index, leaf nitrogen) variables by employing the LEDs that have other specific wavelengths bands. Considering that off-the-shelf LEDs cover a wide range of wavebands from the ultraviolet to near-infrared regions, I believe that the research community could explore a range of similar instruments across a range of bands for a variety of ecological applications.;The regular monitoring of evaporation from satellites has been limited because of discontinuous temporal coverage. Here, I found a strong linear relationship between mean hourly lambdaE (i.e., 1000-1100hh; 1100-1200hh; 1200-1300hh; 1300-1400hh) and 8-day means of lambda E at 26 eddy covariance flux towers across seven plant functional types from boreal to tropical climatic zones. Hourly time steps of evaporation were selected to correspond with potential overpass times of the MODIS Terra and Aqua satellites. The mean slope of the linear relationship between mean hourly means of evaporation and 8-day, 24-h evaporation means showed no significant differences among sites and for each of the four mid-day hours. The results suggest a factor of 0.370 (95% CI: 0.354, 0.385) can be used to temporally upscale instantaneous evaporation measurements averaged over 8-day periods to an 8-day mean evaporation.
机译:冠层结构在陆地-大气相互作用中起着基本作用,但是在开放冠层中使用光学传感器对冠层结构进行量化仍然是一个挑战。稀树草原在空间上是异质的,开放的生态系统,因此使用针对均质封闭树冠开发的方法来量化树冠结构的努力很容易失败。我采用了一种多模型,多仪器的方法来量化加利福尼亚州橡树草原生态系统中的叶面积指数。我发现有效面积指数应通过取平均缺口分数的对数来计算。与北方和温带森林相反,稀树草原生态系统在生态系统规模上高度集聚(聚集指数= 0.49)。因此,在大多数叶面积指数产品中被忽略的,在生态系统规模上成簇效应的量化对于获得正确的叶面积指数至关重要。;研究大草原生态系统年度草地的蒸发如何被生物/环境调节的因素,我调查了用涡度协方差系统测量的6年蒸发数据。尽管降水量是两倍,但年蒸发量在266 mm至391 mm之间。我发现明显的能量限制期和水限制期发生在同一年。在缺水时期,月总蒸发量与太阳辐射成负比,并受到降水的限制。另一方面,在能量有限的时期,大部分蒸发与太阳辐射成正比,并且受潜在蒸发的限制。在过渡到衰老期而不是绿色期开始之前,蒸发对土壤水分的可用性最敏感,这导致年蒸发量受生长季节的长度强烈调节。为架盖冠层的结构,功能和新陈代谢,我测试了使用发光二极管(LED)来监视窄光谱带中的植被反射率。 LED之所以吸引人,是因为它们是廉价,小型且可靠的光源,用于反向模式,可以测量光谱选择性辐射。为了测试这种方法的有效性,我测量了红色和近红外波段中的LED的光谱反射率,这些光谱用于计算3.5年以上草原上的归一化植被指数。 LED光谱仪每天捕获到两个波段的光谱反射率的年际变化,并且性能可靠且稳定。这两个波段和NDVI的光谱反射率被证明可用于识别上叶和下叶日期(平均偏差误差分别为5.3天和4.2天)和估计冠层光合作用(r 2 = 0.91)。我建议通过使用具有其他特定波长带的LED,该新型仪器可以监视其他结构和功能(例如叶面积指数,叶氮)变量。考虑到现成的LED涵盖了从紫外线到近红外区域的广泛波段,我相信研究界可以针对各种生态学应用探索跨越一系列波段的一系列类似仪器。由于不连续的时间覆盖,限制了对卫星蒸发的定期监测。在这里,我发现在7种植物功能类型的26个涡度协方差通量塔上,平均每小时lambdaE(即1000-1100hh; 1100-1200hh; 1200-1300hh; 1300-1400hh)与8天均值Lambda E之间存在很强的线性关系。从北方到热带气候带选择每小时的蒸发时间步长以对应于MODIS Terra和Aqua卫星的潜在越过时间。平均每小时蒸发量与8天,24小时蒸发量之间的线性关系的平均斜率在站点之间以及四个中午时点中的每一个之间均无显着差异。结果表明,可以使用因子0.370(95%CI:0.354,0.385)将在8天内平均的瞬时高档瞬时蒸发测量值平均为8天平均蒸发量。

著录项

  • 作者

    Ryu, Youngryel.;

  • 作者单位

    University of California, Berkeley.;

  • 授予单位 University of California, Berkeley.;
  • 学科 Biogeochemistry.;Environmental Sciences.
  • 学位 Ph.D.
  • 年度 2010
  • 页码 145 p.
  • 总页数 145
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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