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The Use of Ground Penetrating Radar and Microwave Tomography for the Detection of Decay and Cavities in Tree Trunks

Authors :
Ilaria Catapano
Iraklis Giannakis
Gianluca Gennarelli
Livia Lantini
Amir M. Alani
Giovanni Ludeno
Fabio Tosti
Francesco Soldovieri
Alani, A. M.
Soldovieri, F.
Catapano, I.
Giannakis, I.
Gennarelli, G.
Lantini, L.
Ludeno, G.
Tosti, F.
Source :
Remote Sensing; Volume 11; Issue 18; Pages: 2073, Remote Sensing, Vol 11, Iss 18, p 2073 (2019), Remote sensing (Basel) 11 (2019). doi:10.3390/rs11182073, info:cnr-pdr/source/autori:Alani, Amir M.; Soldovieri, Francesco; Catapano, Ilaria; Giannakis, Iraklis; Gennarelli, Gianluca; Lantini, Livia; Ludeno, Giovanni; Tosti, Fabio/titolo:The Use of Ground Penetrating Radar and Microwave Tomography for the Detection of Decay and Cavities in Tree Trunks/doi:10.3390%2Frs11182073/rivista:Remote sensing (Basel)/anno:2019/pagina_da:/pagina_a:/intervallo_pagine:/volume:11
Publication Year :
2019
Publisher :
Multidisciplinary Digital Publishing Institute, 2019.

Abstract

Aggressive fungal and insect attacks have reached an alarming level, threatening a variety of tree species, such as ash and oak trees, in the United Kingdom and beyond. In this context, Ground Penetrating Radar (GPR) has proven to be an effective non-invasive tool, capable of generating information about the inner structure of tree trunks in terms of existence, location, and geometry of defects. Nevertheless, it had been observed that the currently available and known GPR-related processing and data interpretation methods and tools are able to provide only limited information regarding the existence of defects and anomalies within the tree inner structure. In this study, we present a microwave tomographic approach for improved GPR data processing with the aim of detecting and characterising the geometry of decay and cavities in trees. The microwave tomographic approach is able to pinpoint explicitly the position of the measurement points on the tree surface and thus to consider the actual geometry of the sections beyond the classical (circular) ones. The robustness of the microwave tomographic approach with respect to noise and data uncertainty is tackled by exploiting a regularised scheme in the inversion process based on the Truncated Singular Value Decomposition (TSVD). A demonstration of the potential of the microwave tomography approach is provided for both simulated data and measurements collected in controlled conditions. First, the performance analysis was carried out by processing simulated data achieved by means of a Finite-Difference Time-Domain (FDTD) in three scenarios characterised by different geometric trunk shapes, internal trunk configurations and target dimensions. Finally, the method was validated on a real trunk by proving the viability of the proposed approach in identifying the position of cavities and decay in tree trunks.

Details

Language :
English
ISSN :
20724292
Database :
OpenAIRE
Journal :
Remote Sensing; Volume 11; Issue 18; Pages: 2073
Accession number :
edsair.doi.dedup.....aade780e11536a78613f83f4e1abe580
Full Text :
https://doi.org/10.3390/rs11182073