Infrared thermal dense point clouds: A new frontier for remote landslide investigation

IF 10.6 1区 地球科学 Q1 GEOGRAPHY, PHYSICAL
D. Caliò , M. Intelisano , G. Pappalardo , S. Mineo
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引用次数: 0

Abstract

A novel way of analysing IRT images of landslides using thermal dense point clouds is herein presented. The Infrared Thermo Point Cloud tool was specifically developed to adjust and homogenize the temperature range of input images prior to the realization of a dense point cloud through conventional algorithms. In this way, bias and errors arising from differences in the temperature ranges of overlapping thermograms were avoided and a three-dimensional thermal model of landslides, holding both spatial and temperature information, was achieved. The possibility of analysing thermal IR data in the third dimension allowed a better interpretation of thermal anomalies that could be, therefore, reliably linked to the slope morphology. The analysis of thermal dense point cloud is herein commented with reference to two case studies, that involve different types of landslides. Achieved results show that the 3D thermal analysis is useful to highlight and locate open cracks, local discontinuity persistence, undercutting features and presence of moisture. These represent key elements, hardly detectable by the naked eye, which must be taken into account during a landslide analysis, especially in the frame of movement evolution assessment. The thermal analysis allowed also detecting anomalies that well match with structural plane traces. These can be also measured in space through a combined IRT-RGB joint model analysis. Moreover, thermal contrasts occurring along slopes affected by multiple landslides were exploited to map the different movements together with their main morphological elements. Results presented in this paper testify how the technological development and model implementation are fundamental to enhance and speed up the study of slope instability and mass movement by close range surveying procedures.
红外热密集点云:滑坡遥感调查的新前沿
本文提出了一种利用热密集点云分析滑坡IRT图像的新方法。红外热点云工具是专门开发的,用于调整和均匀化输入图像的温度范围,然后通过传统算法实现密集的点云。通过这种方法,避免了重叠热图温度范围差异带来的偏差和误差,获得了同时包含空间和温度信息的滑坡三维热模型。在第三维度分析热红外数据的可能性可以更好地解释热异常,因此可以可靠地将其与斜坡形态联系起来。本文结合两个涉及不同类型滑坡的案例,对热密集点云的分析进行了评述。所取得的结果表明,三维热分析有助于突出和定位开放裂缝,局部不连续持续性,下切特征和水分的存在。这些是关键因素,肉眼很难检测到,在滑坡分析中必须考虑到这些因素,特别是在运动演变评估的框架中。热分析还可以检测到与结构面轨迹相匹配的异常。这些也可以通过结合IRT-RGB联合模型分析在空间中测量。此外,在受多次滑坡影响的斜坡上发生的热对比被用来绘制不同的运动及其主要形态元素。本文的研究结果证明,技术的发展和模型的实现是加强和加快近距离测量过程中边坡失稳和体块运动研究的基础。
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来源期刊
ISPRS Journal of Photogrammetry and Remote Sensing
ISPRS Journal of Photogrammetry and Remote Sensing 工程技术-成像科学与照相技术
CiteScore
21.00
自引率
6.30%
发文量
273
审稿时长
40 days
期刊介绍: The ISPRS Journal of Photogrammetry and Remote Sensing (P&RS) serves as the official journal of the International Society for Photogrammetry and Remote Sensing (ISPRS). It acts as a platform for scientists and professionals worldwide who are involved in various disciplines that utilize photogrammetry, remote sensing, spatial information systems, computer vision, and related fields. The journal aims to facilitate communication and dissemination of advancements in these disciplines, while also acting as a comprehensive source of reference and archive. P&RS endeavors to publish high-quality, peer-reviewed research papers that are preferably original and have not been published before. These papers can cover scientific/research, technological development, or application/practical aspects. Additionally, the journal welcomes papers that are based on presentations from ISPRS meetings, as long as they are considered significant contributions to the aforementioned fields. In particular, P&RS encourages the submission of papers that are of broad scientific interest, showcase innovative applications (especially in emerging fields), have an interdisciplinary focus, discuss topics that have received limited attention in P&RS or related journals, or explore new directions in scientific or professional realms. It is preferred that theoretical papers include practical applications, while papers focusing on systems and applications should include a theoretical background.
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