Detection frequency of Pinus thunbergii roots by ground-penetrating radar is related to root biomass

2012 ◽  
Vol 360 (1-2) ◽  
pp. 363-373 ◽  
Author(s):  
Yasuhiro Hirano ◽  
Rika Yamamoto ◽  
Masako Dannoura ◽  
Kenji Aono ◽  
Tetsurou Igarashi ◽  
...  
Keyword(s):  
Ground Penetrating Radar ◽  
Root Biomass ◽  
Pinus Thunbergii ◽  
Detection Frequency ◽  
Ground Penetrating

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

2014 ◽  
Vol 6 (6) ◽  
pp. 5754-5773 ◽  
Author(s):  
Shiping Zhu ◽  
Chunlin Huang ◽  
Yi Su ◽  
Motoyuki Sato
Keyword(s):  
Ground Penetrating Radar ◽  
Root Biomass ◽  
Tree Roots ◽  
Ground Penetrating

Estimating coarse root biomass with ground penetrating radar in a tree-based intercropping system

2014 ◽  
Vol 88 (4) ◽  
pp. 657-669 ◽  
Author(s):  
Kira A. Borden ◽  
Marney E. Isaac ◽  
Naresh V. Thevathasan ◽  
Andrew M. Gordon ◽  
Sean C. Thomas
Keyword(s):  
Ground Penetrating Radar ◽  
Root Biomass ◽  
Coarse Root ◽  
Ground Penetrating

scholarly journals Prediction of Root Biomass in Cassava Based on Ground Penetrating Radar Phenomics

2021 ◽  
Vol 13 (23) ◽  
pp. 4908
Author(s):  
Afolabi Agbona ◽  
Brody Teare ◽  
Henry Ruiz-Guzman ◽  
Iliyana D. Dobreva ◽  
Mark E. Everett ◽  
...  
Keyword(s):  
Ground Penetrating Radar ◽  
Root Biomass ◽  
Early Stage ◽  
Pearson Correlation ◽  
Discrete Fourier Transformation ◽  
Coefficient Of Determination ◽  
Representative Point ◽  
Early Maturity ◽  
World Food Security ◽  
Ground Penetrating

Cassava as a world food security crop still suffers from an inadequate means to measure early storage root bulking (ESRB), a trait that describes early maturity and a key characteristic of improved cassava varieties. The objective of this study is to evaluate the capability of ground penetrating radar (GPR) for non-destructive assessment of cassava root biomass. GPR was evaluated for this purpose in a field trial conducted in Ibadan, Nigeria. Different methods of processing the GPR radargram were tested, which included time slicing the radargram below the antenna surface in order to reduce ground clutter; to remove coherent sub-horizontal reflected energy; and having the diffracted energy tail collapsed into representative point of origin. GPR features were then extracted using Discrete Fourier Transformation (DFT), and Bayesian Ridge Regression (BRR) models were developed considering one, two and three-way interactions. Prediction accuracies based on Pearson correlation coefficient (r) and coefficient of determination (R2) were estimated by the linear regression of the predicted and observed root biomass. A simple model without interaction produced the best prediction accuracy of r = 0.64 and R2 = 0.41. Our results demonstrate that root biomass can be predicted using GPR and it is expected that the technology will be adopted by cassava breeding programs for selecting early stage root bulking during the crop growth season as a novel method to dramatically increase crop yield.

Impact of root water content on root biomass estimation using ground penetrating radar: evidence from forward simulations and field controlled experiments

2013 ◽  
Vol 371 (1-2) ◽  
pp. 503-520 ◽  
Author(s):  
Li Guo ◽  
Henry Lin ◽  
Bihang Fan ◽  
Xihong Cui ◽  
Jin Chen
Keyword(s):  
Water Content ◽  
Ground Penetrating Radar ◽  
Root Biomass ◽  
Biomass Estimation ◽  
Controlled Experiments ◽  
Ground Penetrating

Development of ground penetrating radar for enhanced root phenotyping and carbon sequestration

2020 ◽  
Author(s):  
Dirk Hays ◽  
Matt Wolfe ◽  
Iliyana Dobreva ◽  
Henry Ruiz
Keyword(s):  
Carbon Sequestration ◽  
Ground Penetrating Radar ◽  
Root Biomass ◽  
Atmospheric Carbon Dioxide ◽  
Fossil Fuels ◽  
Contributing Factors ◽  
Root Phenotyping ◽  
Atmospheric Carbon ◽  
Ground Penetrating ◽  
Non Destructive

<p>Currently atmospheric carbon has reached 405 ppm or 720 GtC.  As is widely known, this increasing atmospheric carbon dioxide, methane and nitrous oxide are primary contributing factors in increasing global temperatures.  Current measurements show that sources of emission such as the burning of fossil fuels contributes 9.9 GtC/yr, while land use change contributes 1.5 GtC/yr. We have identified that crops possessing a subsurface rhizome in particular, in addition to high root biomass, are essential and capable of increasing crop derived soil carbon sequestration by 10-fold.  If the presence of a high biomass rhizome were bred into the world’s major grain crops wheat, rice, maize, barley, sorghum and millets and grown worldwide in no-tillage conditions, these crops could sequester and offset current carbon emissions by 9Gt carbon on a yearly basis. We have developed a new ground penetrating radar instrument and analytical software, which will be presented, as a needed for high throughput non-destructive phenotyping, selection and speed breeding new high root biomass cultivars of the worlds major cultivated crops and forages as a key component for crop-based carbon sequestration driven climate change mitigation. </p>

Estimating Tree-Root Biomass in Different Depths Using Ground-Penetrating Radar: Evidence from a Controlled Experiment

2013 ◽  
Vol 51 (6) ◽  
pp. 3410-3423 ◽  
Author(s):  
Xihong Cui ◽  
Li Guo ◽  
Jin Chen ◽  
Xuehong Chen ◽  
Xiaolin Zhu
Keyword(s):  
Ground Penetrating Radar ◽  
Root Biomass ◽  
Controlled Experiment ◽  
Different Depths ◽  
Ground Penetrating

EFFECT OF ELEVATED CO2ON COARSE-ROOT BIOMASS IN FLORIDA SCRUB DETECTED BY GROUND-PENETRATING RADAR

Ecology ◽  
2007 ◽  
Vol 88 (5) ◽  
pp. 1328-1334 ◽  
Author(s):  
Daniel B. Stover ◽  
Frank P. Day ◽  
John R. Butnor ◽  
Bert G. Drake
Keyword(s):  
Ground Penetrating Radar ◽  
Root Biomass ◽  
Florida Scrub ◽  
Coarse Root ◽  
Ground Penetrating

Utility of Ground-Penetrating Radar as a Root Biomass Survey Tool in Forest Systems

2003 ◽  
Vol 67 (5) ◽  
pp. 1607-1615 ◽  
Author(s):  
J. R. Butnor ◽  
J. A. Doolittle ◽  
K. H. Johnsen ◽  
L. Samuelson ◽  
T. Stokes ◽  
...  
Keyword(s):  
Ground Penetrating Radar ◽  
Root Biomass ◽  
Survey Tool ◽  
Ground Penetrating
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