Next Article in Journal
Crop Condition Assessment with Adjusted NDVI Using the Uncropped Arable Land Ratio
Next Article in Special Issue
On Recovering Missing Ground Penetrating Radar Traces by Statistical Interpolation Methods
Previous Article in Journal
A Novel Clustering-Based Feature Representation for the Classification of Hyperspectral Imagery
Previous Article in Special Issue
GPR Raw-Data Order Statistic Filtering and Split-Spectrum Processing to Detect Moisture
Article Menu

Export Article

Open AccessArticle
Remote Sens. 2014, 6(6), 5754-5773; doi:10.3390/rs6065754

3D Ground Penetrating Radar to Detect Tree Roots and Estimate Root Biomass in the Field

1
School of Electronic Science and Engineering, National University of Defense Technology, Changsha 410073, China
2
Center for Northeast Asian Studies, Tohoku University, Sendai 980-8576, Japan
*
Author to whom correspondence should be addressed.
Received: 25 April 2014 / Revised: 11 June 2014 / Accepted: 12 June 2014 / Published: 18 June 2014
(This article belongs to the Special Issue Close-Range Remote Sensing by Ground Penetrating Radar)
View Full-Text   |   Download PDF [1457 KB, uploaded 19 June 2014]   |  

Abstract

The objectives of this study were to detect coarse tree root and to estimate root biomass in the field by using an advanced 3D Ground Penetrating Radar (3D GPR) system. This study obtained full-resolution 3D imaging results of tree root system using 500 MHz and 800 MHz bow-tie antennas, respectively. The measurement site included two larch trees, and one of them was excavated after GPR measurements. In this paper, a searching algorithm, based on the continuity of pixel intensity along the root in 3D space, is proposed, and two coarse roots whose diameters are more than 5 cm were detected and delineated correctly. Based on the detection results and the measured root biomass, a linear regression model is proposed to estimate the total root biomass in different depth ranges, and the total error was less than 10%. Additionally, based on the detected root samples, a new index named “magnitude width” is proposed to estimate the root diameter that has good correlation with root diameter compared with other common GPR indexes. This index also provides direct measurement of the root diameter with 13%–16% error, providing reasonable and practical root diameter estimation especially in the field. View Full-Text
Keywords: coarse root detection; Ground Penetrating Radar (GPR); high accuracy positioning system; root biomass estimation coarse root detection; Ground Penetrating Radar (GPR); high accuracy positioning system; root biomass estimation
This is an open access article distributed under the Creative Commons Attribution License (CC BY 3.0).

Scifeed alert for new publications

Never miss any articles matching your research from any publisher
  • Get alerts for new papers matching your research
  • Find out the new papers from selected authors
  • Updated daily for 49'000+ journals and 6000+ publishers
  • Define your Scifeed now

SciFeed Share & Cite This Article

MDPI and ACS Style

Zhu, S.; Huang, C.; Su, Y.; Sato, M. 3D Ground Penetrating Radar to Detect Tree Roots and Estimate Root Biomass in the Field. Remote Sens. 2014, 6, 5754-5773.

Show more citation formats Show less citations formats

Related Articles

Article Metrics

Article Access Statistics

1

Comments

[Return to top]
Remote Sens. EISSN 2072-4292 Published by MDPI AG, Basel, Switzerland RSS E-Mail Table of Contents Alert
Back to Top