Scientia Silvae Sinicae ›› 2021, Vol. 57 ›› Issue (6): 14-23.doi: 10.11707/j.1001-7488.20210602
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Hong Pan1,2,Jun Lu1,Xiangdong Lei1,Xuzhan Guo1,Jianfeng Yao1,Shouzheng Tang1,*
Received:
2019-09-19
Online:
2021-06-25
Published:
2021-08-06
Contact:
Shouzheng Tang
CLC Number:
Hong Pan,Jun Lu,Xiangdong Lei,Xuzhan Guo,Jianfeng Yao,Shouzheng Tang. Tree Age Estimation Based on Resistograph Stationary Kalman Filter[J]. Scientia Silvae Sinicae, 2021, 57(6): 14-23.
Table 2
Comparison of peak-valley numbers before and after filtering for 20 groups of random drilling resistance values"
圆盘号 Number | 滤波前Before filtering | 滤波后After filtering | 估计年龄 Estimated age/a | 实际年龄 True age/a | 自动判定年龄 Automatic age determination/a | |||
波峰Peak | 波谷Valley | 波峰Peak | 波谷Valley | |||||
1 | 90 | 91 | 49 | 50 | 25 | 23 | 21 | |
2 | 67 | 68 | 52 | 53 | 26 | 26 | 17 | |
3 | 60 | 61 | 44 | 45 | 22 | 23 | 22 | |
4 | 62 | 63 | 48 | 49 | 24 | 24 | 8 | |
5 | 53 | 54 | 43 | 44 | 22 | 21 | 10 | |
6 | 126 | 127 | 55 | 56 | 28 | 26 | 22 | |
7 | 97 | 98 | 54 | 55 | 27 | 25 | 22 | |
8 | 101 | 102 | 49 | 50 | 25 | 24 | 20 | |
9 | 74 | 75 | 48 | 49 | 24 | 25 | 9 | |
10 | 77 | 77 | 40 | 41 | 20 | 22 | 1 | |
11 | 58 | 59 | 49 | 50 | 25 | 26 | 18 | |
12 | 55 | 56 | 49 | 50 | 25 | 23 | 16 | |
13 | 93 | 94 | 54 | 55 | 27 | 25 | 20 | |
14 | 95 | 96 | 44 | 45 | 22 | 22 | 16 | |
15 | 68 | 69 | 50 | 51 | 25 | 25 | 20 | |
16 | 71 | 73 | 43 | 44 | 22 | 22 | 14 | |
17 | 93 | 94 | 54 | 55 | 27 | 27 | 27 | |
18 | 90 | 90 | 51 | 52 | 26 | 25 | 22 | |
19 | 81 | 82 | 44 | 45 | 22 | 23 | 17 | |
20 | 93 | 94 | 48 | 49 | 24 | 24 | 21 |
黄小平, 王岩. 卡尔曼滤波原理及应用. 北京: 电子工业出版社, 2015. | |
Huang X P , Wang Y . Kalman filtering principle and application. Beijing: Electronic Industry Press, 2015. | |
潘虹, 卢军, 郭旭展, 等. 基于峰谷分析算法用针刺仪测定树木年龄的可行性分析. 林业科学研究, 2020, 33 (5): 48- 54. | |
Pan H , Lu J , Guo X Z , et al. Feasibility analysis of tree age estimation algorithm using resistograph based on peak-valley analysis. Forest Research, 2020, 33 (5): 48- 54. | |
潘虹, 卢军, 郭旭展, 等. 基于频谱分析用针刺仪测定树木年龄的算法. 林业科学研究, 2021, 34 (1): 19- 25. | |
Pan H , Lu J , Guo X Z , et al. Tree age estimation algorithm based on spectrum analysis by resistograph. Forest Research, 2021, 34 (1): 19- 25. | |
吴斡宁, 万涛. 浅谈树木年龄测定方法的研究进展. 绿色科技, 2013, (7): 152- 155.
doi: 10.3969/j.issn.1674-9944.2013.07.072 |
|
Wu W N , Wan T . Progress of dating methods of tree age. Journal of Green Science and Technology, 2013, (7): 152- 155.
doi: 10.3969/j.issn.1674-9944.2013.07.072 |
|
岳小泉, 王立海, 王兴龙, 等. 电阻断层成像、应力波以及阻抗仪3种无损检测方法对活力木腐朽程度的定量检测. 林业科学, 2017, 53 (3): 139- 146. | |
Yue X Q , Wang L H , Wang X L , et al. Quantitative detection of internal decay degree for standing trees based on three NDT methods-electric resistance tomography, stress wave imaging and resistography techniques. Scientia Silvae Sinicae, 2017, 53 (3): 139- 146. | |
Bollschweiler M , Stoffel M . Tree rings and debris flows: recent developments, future directions. Progress in Physical Geography, 2010, 34 (2): 625- 645. | |
Carey V J , Wang Y G . Mixed-effects models in S and S-Plus. Publications of the American Statistical Association, 2000, 96 (455): 1135- 1136. | |
Chantre G, Rozenberg P. 1997. Can drill resistance profiles(resistograph)lead to within-profile and within-ring density parameters in Douglas fir wood? Timber Management toward Wood Quality and End Product Value Proceedings of the CTIA/IUFRO International Wood Quality Workshop, Quebec City, Canada, August 18-22, II. 41-II. 46. | |
D'Arrigo R , Wilson R . On the Asian expression of the PDO. International Journal of Climatology, 2010, 26 (12): 1607- 1617. | |
Fang K , Gou X , Chen F , et al. Precipitation variability during the past 400 years in the Xiaolong Mountain(central China)inferred from tree rings. Climate Dynamics, 2012, 39 (7/8): 1697- 1707. | |
Hall D B , Clutter M . Multivariate multilevel nonlinear mixed effects models for timber yield predictions. Biometrics, 2004, 60 (1): 16- 24.
doi: 10.1111/j.0006-341X.2004.00163.x |
|
Jeong H M , Kim Y J , Seo J W . Relationships between vessel-lumen-area time series of Quercus spp.at Mt. Songni and corresponding climatic factors. Journal of the Korean Wood Science and Technology, 2017, 45 (1): 72- 84. | |
Kalman R E . A new approach to linear filtering and prediction problems. Journal of basic Engineering, 1960, 82 (1): 35- 45.
doi: 10.1115/1.3662552 |
|
Loewenstein E F , Johnson P S , Garrett H E . Age and diameter structure of a managed uneven-aged oak forest. Canadian Journal of Forest Research, 2000, 30 (7): 1060- 1070.
doi: 10.1139/x00-036 |
|
Michel A K , Winter S . Tree microhabitat structures as indicators of biodiversity in Douglas-fir forests of different stand ages and management histories in the Pacific Northwest, USA. Forest Ecology & Management, 2009, 257 (6): 1453- 1464. | |
Oberhuber W , Kofler W . Topographic influences on radial growth of Scots pine(Pinus sylvestris L.)at small spatial scales. Plant Ecology, 2000, 146 (2): 229- 238. | |
Oh J A , Seo J W , Kim B R . Verifying the possibility of investigating tree ages using resistograph. Journal of the Korean Wood Science and Technology, 2019, 47 (1): 90- 100. | |
Orozco-Aguilar L , Nitschke C R , Livesley S J , et al. Testing the accuracy of resistance drilling to assess tree growth rate and the relationship to past climatic conditions. Urban Forestry and Urban Greening, 2018, 36, 1- 12. | |
Rohner B , Bugmann H , Bigler C . Towards non-destructive estimation of tree age. Forest Ecology & Management, 2013, 304 (4): 286- 295. | |
Rozas V . Tree age estimates in Fagus sylvatica and Quercus robur: testing previous and improved methods. Plant Ecology, 2003, 167 (2): 193- 212. | |
Seo J W , Choi E B , Ju J D , et al. The association of intra-annual cambial activities of Pinus koraiensis and Chamaecyparis pisifera planted in Mt.Worak with climatic factors. Journal of the Korean Wood Science & Technology, 2017, 45 (1): 43- 52. | |
Stepanov O A . Kalman filtering: past and present. an outlook from Russia. Gyroscopy & Navigation, 2011, 2 (2): 99- 110.
doi: 10.1134/S2075108711020076 |
|
Thurig E , Kaufmann E , Frisullo R , et al. Evaluation of the growth function of an empirical forest scenario model. Forest Ecology & Management, 2005, 204 (1): 53- 68. | |
Trotsiuk V , Hobi M L , Commarmot B . Age structure and disturbance dynamics of the relic virgin beech forest Uholka(Ukrainian carpathians). Forest Ecology & Management, 2012, 265 (1): 181- 190. | |
Ukrainetz N K , O'Neill G A . An analysis of sensitivities contributing measurement error to Resistograph values. Canadian Journal of Forest Research, 2010, 40 (4): 806- 811. | |
Wong C M , Lertzman K P . Errors in estimating tree age: implications for studies of stand dynamics. Canadian Journal of Forest Research, 2001, 31, 1262- 1271. |
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