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Modeling tree root diameter and biomass by ground-penetrating radar

查看全文 作  者:CUI [1]XiHong;CHEN [1]Jin;SHEN [2]JinSong;CAO [1]Xin;CHEN [1]XueHong;ZHU [1]XiaoLin 高影响力作者 机构地区:[1]State Key Laboratory of Earth Surface Processes and Resource Ecology, Beijing Normal University, Beijing 100875, China;[2]State Key Laboratory of Petroleum Resource and Prospecting, China University of Petroleum, Beijing 102249, China高影响力机构 出  处:《Science China Earth Sciences》索引2011年第54卷第5期,共9页高影响力期刊 基  金:supported by National Natural Science Foundation of China (Grant No. 41001239);the Program for New Century Excellent Talents in University,Ministry of Education of China 摘  要:Roots play a key role in ecosystem functioning as they transfer water and nutrients from soil to plants.Traditional methods for measuring roots are labor-intensive and destructive in nature,which limits quantitative and repeatable assessments in longterm research.Ground-penetrating radar(GPR) provides a non-destructive method to measure plant roots.Based on the superiority of GPR with 2 GHz frequency,we developed a new,practical method to estimate root biomass.First,average root matter density was measured by collecting a small number of root samples.Second,under controlled,experimental conditions in a sandy area,a root diameter estimation model base on GPR was developed from which root diameter was estimated.Third,root volume was calculated using the estimated root diameter and assuming the shape of roots to be cylindrical.Finally,root biomass was estimated by averaging root matter density and root volume.Results of this study suggest the following:(1) the density of coarse roots with diameters greater than 0.5 cm is relatively uniform;(2) a new wave shape parameter,ΔT,extracted from profile data of 2 GHz frequency antenna is independent of root depth,thus enabling the construction of a root diameter estimation model with high accuracy;and(3) results of a field experiment demonstrated the GPR-based method to be feasible and effective in estimating biomass of coarse roots.These findings are helpful for improving GPR-based root diameter and biomass estimation models and suggest the potential of GPR data in studying root systems. 关 键 词:探地雷达 根生物量 根径 高精度估计 建模 植物根部 非破坏性 模型建设
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