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针对大光斑激光雷达回波信号噪声影响森林冠顶高估测精度,且回波分析法判定回波位置受限于平坦地区的问题,利用高斯低通滤波和小波去噪两种方法对GLAS波形进行去噪处理,提出了结合均方根倍差法和回波分析法来判定回波位置的有效算法。经小波去噪后信号的信噪比23.360 704,均方根误差为0.000 233 3,经均方根倍差法和回波分析法相结合来判定回波位置估测的冠顶高结果与实测结果相关性系数r值为0.864,效果均优于高斯低通滤波去噪。基于GLAS回波数据实验结果表明:小波去噪较好地实现了对回波信号的去噪处理,均方根倍差法和回波分析法相结合,实现了对坡度相对较大地区的GLAS波形的回波开始位置和地面回波位置的准确判定,对森林冠顶高的精确估算具有重要意义。 相似文献
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基于二维运动波模型,建立了一个适用于小流域场次降雨产汇流过程的动力学模型。通过对典型小流域内不同区域(坡顶、坡中及坡底区域及距离流域出口的远近)种植植被时产流过程的数值模拟,分析了小流域内植被分布对产流过程的影响。结果表明:植被分布及其特性对小流域场次降雨产流有较明显的影响;下游区域种植植被的减水效果和延滞洪峰作用优于上游区域,陡坡区域减水效果优于缓坡区域,且郁闭度越大,这种差别越明显;在该研究条件下,下游区的减水效果可达到上游区的3倍;30%郁闭度条件下减水效果可达10%和20%郁闭度条件下的3倍和1.4倍。 相似文献
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激光雷达点云树木建模研究进展与展望 总被引:1,自引:0,他引:1
三维树木几何模型是数字城市与数字林业工程的重要组成部分。针对点云树木建模,深入分析了基于广义(泛在)激光雷达点云的树木模型重建方法,提出了聚类思想建模、图论方法建模、先验假设建模、拉普拉斯算子建模与轻量化表达建模5类建模体系,归纳总结了不同建模体系在树冠枝干的细节表达、建模算法性能、树木模型的多层次细节表达、建模体系综合评价方法等方面存在的共性问题,针对模型信息表达完整性、模型多层次细节重建、融合广义(泛在)点云的树木建模与模型、算法的综合评价研究4个方面给出一些可能的解决方案,并提出三维激光树木几何重建潜在的建模方向。 相似文献
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This paper introduces PTrees, a multi-scale dynamic point cloud segmentation dedicated to forest tree extraction from lidar point clouds. The method process the point data using the raw elevation values (Z) and compute height (H = Z − ground elevation) during post-processing using an innovative procedure allowing to preserve the geometry of crown points. Multiple segmentations are done at different scales. Segmentation criteria are then applied to dynamically select the best set of apices from the tree segments extracted at the various scales. The selected set of apices is then used to generate a final segmentation. PTrees has been tested in 3 different forest types, allowing to detect 82% of the trees with under 10% of false detection rate. Future development will integrate crown profile estimation during the segmentation process in order to both maximize the detection of suppressed trees and minimize false detections. 相似文献
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The study developed an integrated reflectance model combining radiative transfer and geometric optical properties in order
to inverse leaf area index (LAI) of semiarid natural grasslands. In order to better link remote sensing information with land
plants, and facilitate regional and global climate change studies, the model introduced a simple but important geometrical
similarity parameter related to plant crown shapes. The model revealed the influences of different plant crown shapes (such
as spherical, cylindrical/cuboidal and conic crowns) on leaf/branch angle distribution frequencies, shadow ground coverage,
shadowed or sunlit background fractions, canopy reflectance, and scene reflectance. The modeled reflectance data agreed with
the measured ones in the three Leymus chinensis steppes with different degradation degrees, which validated the reflectance model. The lower the degradation degree was,
the better the modeled data agreed with the measured data. After this reflectance model was coupled with the optimization
inversion method, LAI over the entire study region was estimated once every eight days using the eight-day products of surface
reflectance obtained by multi-spectral Moderate-Resolution Imaging Spectroradiometer (MODIS) during the growing seasons in
2002. The temporal and spatial patterns of inversed LAI for the steppes with different cover degrees, swamps, flood plains,
and croplands agreed with the general laws and measurements very well. But for unused land cover types (sands, saline, and
barren lands) and forestlands, totally accounting for about 10% of the study region, the reasonable LAI values were not derived
by inversing, requiring further revising of the model or the development of a new model for them.
Supported by the National Natural Science Foundation of China (Grant No. 30500076), the National Basic Research Program of
China (Grant No. 2007CB714407), and the President Foundation of Graduate University of Chinese Academy of Sciences (Grant
No. YZJJ200205) 相似文献
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Based on the specific condition of the Pengjia Garden Tunnel, the original construction plan is optimized during the construction. According to the numerical simulation of the construction condition, the two sets of construction plans which have been adopted during the construction process have been confirmed, reasonable excavation sequence and supporting methods are also recommended. On the basis of the active construction plan, we can obtain the influence on the arch and surface subsidence caused by the various working procedure. Combining the massive information obtained by the scene gauging, the studies of the settlement of the vault and the surface settlement have been carried out, so that we can exactly forecast the coming developments such as destroy、deformation and so on. Based on this, we can also come to some related conclusions, these achievements not only provide the extremely important instructional function to the project so that it can be carried out smoothly, but also pile up experience and practice material for the similar project in the future. 相似文献
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以位于三峡库区的龙门河森林自然保护区为研究区,综合利用线性光谱混合模型和几何光学模型,基于高光谱遥感数据提取森林结构参数是本文研究的重点。在研究区地面调查数据的基础上,通过高光谱数据和混合光谱分解法,获得反演几何光学模型所需的四分量参数,根据背景光照分量与森林植被冠层各参数间的关系,反演得到森林冠层郁闭度及平均冠幅的定量分布图,并利用37个野外实测样本进行结果验证。 相似文献
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树冠叶面积体密度和叶面积指数的间接估值方法研究 总被引:1,自引:0,他引:1
本文论述了根据计算机断层成像的原理,对树冠的叶面积体密度和叶面积指数等构造参数进行间接估值的方法。说明了对树冠多角度底视数据的获取,对树冠外形的反投影重构,和获得冠层内叶面积体密度的空间分布的原理和方法。总结了测量工作经验,并用测量数据对估值方法进行了检验。 相似文献