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Detecting Mountain Peaks and Delineating Their Shapes Using Digital Elevation Models, Remote Sensing and Geographic Information Systems Using Autometric Methodological Procedures

机译:使用数字高程模型,遥感和地理信息系统使用自动测量方法来检测山峰并描绘其形状

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The detection of peaks (summits) as the upper parts of mountains and the delineation of their shape is commonly confirmed by inspections carried out by mountaineers. In this study the complex task of peak detection and shape delineation is solved by autometric methodological procedures, more precisely, by developing relatively simple but innovative image-processing and spatial-analysis techniques (e.g., developing inventive variables using an annular moving window) in remote sensing and GIS domains. The techniques have been integrated into automated morphometric methodological procedures. The concepts of peaks and their shapes (sharp, blunt, oblong, circular and conical) were parameterized based on topographic and morphologic criteria. A geomorphologically high quality DEM was used as a fundamental dataset. The results, detected peaks with delineated shapes, have been integratively enriched with numerous independent datasets (e.g., with triangulated spot heights) and information (e.g., etymological information), and mountaineering criteria have been implemented to improve the judgments. This holistic approach has proved the applicability of both highly standardized and universal parameters for the geomorphologically diverse Kamnik Alps case study area. Possible applications of this research are numerous, e.g., a comprehensive quality control of DEM or significantly improved models for the spatial planning proposes.
机译:通常通过登山者的检查来确认作为高山上部的峰(峰)的检测及其形状的描绘。在这项研究中,峰值检测和形状描绘的复杂任务通过自动测量方法得以解决,更确切地说,是通过开发相对简单但创新的图像处理和空间分析技术(例如,使用环形移动窗口来开发发明变量)来解决。传感和GIS领域。该技术已集成到自动化形态计量方法程序中。峰的概念及其形状(锋利,钝,椭圆形,圆形和圆锥形)根据地形和形态标准进行了参数化。地貌上高质量的DEM被用作基本数据集。结果(检测到的具有轮廓形状的峰)已通过许多独立的数据集(例如,具有三角点高)和信息(例如,词源信息)得到了全面丰富,并且已实施登山标准以改善判断结果。这种整体方法已证明高度标准化和通用参数对于地貌多样的卡姆尼克阿尔卑斯山案例研究区域的适用性。这项研究的可能应用是多种多样的,例如,对DEM的全面质量控制或为空间规划提出的明显改进的模型。

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