Scientia Silvae Sinicae ›› 2019, Vol. 55 ›› Issue (11): 181-188.doi: 10.11707/j.1001-7488.20191120
• Scientific notes • Previous Articles
Qianyong Shen,Mengping Tang*
Received:
2019-01-22
Online:
2019-11-25
Published:
2019-12-21
Contact:
Mengping Tang
Supported by:
CLC Number:
Qianyong Shen,Mengping Tang. Stem Biomass Models of Phyllostachys edulis in Zhejiang Province[J]. Scientia Silvae Sinicae, 2019, 55(11): 181-188.
Table 1
Statistical summary of moso bamboo samrples measured"
变量 Variable | 范围 Range | 平均值 Mean | SD | CV(%) |
胸径Diameter at breast height (D)/cm | 4.10~15.30 | 9.76 | 2.31 | 23.69 |
胸高竹节长Internode length of bamboo at breast height (L)/cm | 11.70~34.60 | 22.33 | 3.36 | 15.04 |
竹秆鲜质量Stem fresh weight (M)/kg | 2.18~54.59 | 18.64 | 9.57 | 51.34 |
竹秆材积Stem volume(V)/dm3 | 2.57~63.86 | 22.13 | 11.32 | 51.15 |
竹秆生物量Stem biomass (W)/kg | 0.68~35.01 | 11.92 | 6.86 | 57.60 |
Table 3
Fitting parameter estimates and statistics for log-transformed regression model of bamboo stem biomass"
模型Model | 参数估计Parameter estimates | 统计指标Statistics | |||||||
a′0 | a1 | a2 | a3 | Ra2 | SEE | MSE | ME | ||
M1 | -2.775 5(-14.64) | 2.257 8(26.92) | — | — | 0.774 2 | 0.315 8 | -0.594 5 | 0.000 0 | |
M2 | -2.956 7(-23.05) | 2.205 2(38.96) | 0.445 7(15.93) | — | 0.897 5 | 0.212 8 | -1.059 5 | 0.000 0 | |
M3 | -3.628 9(-12.77) | 2.143 9(35.47) | 0.449 5(16.27) | 0.262 9(2.64) | 0.900 4 | 0.209 8 | -1.045 6 | 0.000 0 |
Table 4
Average bias inspection result of log-transformed regression model of bamboo stem biomass among diameter classes"
径阶 Diameter class/cm | 株数 Number of individuals | 模型Model | ||
M1 | M2 | M3 | ||
4~6 | 12 | -0.123 6 | -0.093 8 | -0.090 4 |
6~8 | 29 | 0.055 6 | 0.027 3 | 0.024 3 |
8~10 | 73 | 0.016 1 | 0.013 6 | 0.012 9 |
10~12 | 61 | -0.018 0 | -0.002 3 | -0.000 5 |
12~14 | 36 | -0.012 1 | 0.000 3 | -0.000 2 |
14~16 | 5 | 0.046 0 | -0.100 1 | -0.099 1 |
全部Total | 216 | 0.000 0 | 0.000 0 | 0.000 0 |
陈辉, 洪伟, 兰斌, 等. 闽北毛竹生物量与生产力的研究. 林业科学, 1998. 34 (S1): 60- 64. | |
Chen H , Hong W , Lan B , et al. Study on biomass and productivity of Phyllostachys heterocycla cv.pubescens forest in the north of Fujian. Scientia Silvae Sinicae, 1998. 34 (S1): 60- 64. | |
董点, 林天喜, 唐景毅, 等. 紫椴生物量分配格局及异速生长方程. 北京林业大学学报, 2014. 36 (4): 54- 63. | |
Dong D , Lin T X , Tang J Y , et al. Biomass allocation patterns and allometric models of Tilia amurensis. Journal of Beijing Forestry University, 2014. 36 (4): 54- 63. | |
董利虎, 李凤日. 大兴安岭东部天然落叶松林可加性林分生物量估算模型. 林业科学, 2016. 52 (7): 13- 21. | |
Dong L H , Li F R . Additive stand-level biomass models for natural larch forest in the east of Daxing'an Mountains. Scientia Silvae Sinicae, 2016. 52 (7): 13- 21. | |
董利虎, 张连军, 李凤日. 立木生物量模型的误差结构和可加性. 林业科学, 2015. 51 (2): 28- 36. | |
Dong L H , Zhang L J , Li F R . Error structure and additivity of individual tree biomass model. Scientia Silvae Sinicae, 2015. 51 (2): 28- 36. | |
桂仁意, 邵继锋, 俞友明, 等. 钩梢对5年生毛竹竹材物理力学性质的影响. 林业科学, 2011. 47 (6): 194- 198. | |
Gui R Y , Shao J F , Yu Y M , et al. Influence of obtruncation on physical and mechanical properties of 5 years old culms of Phyllostachys edulis. Scientia Silvae Sinicae, 2011. 47 (6): 194- 198. | |
郭孝玉, 孙玉军, 刘俊. 含度量误差的毛竹相容性生物量模型. 江西农业大学学报, 2015. 37 (5): 849- 858. | |
Guo X Y , Sun Y J , Liu J . Compatible single-tree biomass models with measurement error for moso bamboo. Acta Agriculturae Universitatis Jiangxiensis, 2015. 37 (5): 849- 858. | |
何东进, 洪伟, 吴承祯. 毛竹林各组分能量估算模型的研究. 应用与环境生物学报, 2000. 6 (5): 415- 418. | |
He D J , Hong W , Wu C Z . Study on energy estimation models for various parts of Phyllostachys heterocycla cv. pubescens forest. Chinese Journal of Applied and Environmental Biology, 2000. 6 (5): 415- 418. | |
洪伟, 郑郁善, 陈礼光. 毛竹枝、叶生物量模型研究. 林业科学, 1998. 34 (S1): 11- 15. | |
Hong W , Zheng Y S , Chen L G . Study on biomass models of branches and leaves of Phyllostachys heterocycla cv.pubescens. Scientia Silvae Sinicae, 1998. 34 (S1): 11- 15. | |
黄兰, 欧阳明, 宋庆妮, 等. 厚壁毛竹材积与地上生物量的垂直分布格局. 江西农业大学学报, 2016. 38 (2): 332- 337. | |
Huang L , Quyang M , Song Q N , et al. Studies on vertical patterns of volume and biomass of Phylostachy edulis 'Pachyloen'. Acta Agriculturae Universitatis Jiangxiensis, 2016. 38 (2): 332- 337. | |
黄启民, 杨迪蝶. 毛竹林的初级生产力研究. 林业科学研究, 1993. 6 (5): 536- 540. | |
Huang Q M , Yang D D . Studies on the primary productivity of bamboo (Phyllostachys pubscens) grove. Forest Research, 1993. 6 (5): 536- 540. | |
黎曦, 鲍雪芳, 王福升. 赣南毛竹生物量研究. 安徽林业科技, 2007. (z1): 9- 11. | |
Li X , Bao X F , Wang F S . Study on biomass for moso bamboo in south Jiangxi Province. Anhui Forestry Science & Technology, 2007. (z1): 9- 11. | |
孟宪宇. 测树学. 北京: 中国林业出版社. 2006. | |
Meng X Y . Forest measuration. Beijing: China Forestry Publishing House. 2006. | |
孟勇, 李美群, 薛强, 等. 毛金竹生物量模型研究. 湖南林业科技, 2017. 44 (5): 35- 37, 45.
doi: 10.3969/j.issn.1003-5710.2017.05.007 |
|
Meng Y , Li M Q , Xue Q , et al. Study on the biomass model of Phyllostachys nigra var. henonis. Hunan Forestry Science & Technology, 2017. 44 (5): 35- 37, 45.
doi: 10.3969/j.issn.1003-5710.2017.05.007 |
|
彭成, 刘维平, 王欢, 等. 基于森林资源清查的四川毛竹林生物量模型研究. 四川林勘设计, 2018. (1): 7- 12. | |
Peng C , Liu W P , Wang H , et al. Study on the biomass model for forest of Phyllostachys pubescens based on the forest resources inventory in Sichuan. Sichuan Forestry Exploration and Design, 2018. (1): 7- 12. | |
彭在清, 林益明, 刘建斌, 等. 福建永春毛竹种群生物量和能量研究. 厦门大学学报:自然科学版, 2002. 41 (5): 579- 583. | |
Peng Z Q , Lin Y M , Liu J B , et al. Biomass structure and energy distribution of Phyllostachys heterocycla cv.pubescens population. Journal of Xiamen University:Natural Science, 2002. 41 (5): 579- 583. | |
苏春花. 不同龄级斑苦竹地上生物量分配及其与构件因子的关系特征. 井冈山大学学报:自然科学版, 2017. 38 (3): 45- 50. | |
Su C H . Above-ground biomass allocation of Pleioblastus maculata at different age classes and its relationship with modules. Journal of Jinggangshan University:Natural Science, 2017. 38 (3): 45- 50. | |
唐思嘉. 2017.毛竹林立地分类与立地质量评价研究.杭州:浙江农林大学硕士学位论文. | |
Tang S J. 2017. Study on site classification and site quality evaluation of Phyllostachys pubescens forest. Hangzhou: MS thesis of Zhejiang Agriculture and Forestry University.[in Chinese] | |
唐守正, 张会儒, 胥辉. 相容性生物量模型的建立及其估计方法研究. 林业科学, 2000. 36 (S1): 19- 27. | |
Tang S Z , Zhang H R , Xu H . Study on establish and estimate method of compatible biomass model. Scientia Silvae Sinicae, 2000. 36 (S1): 19- 27. | |
杨麒麟, 李柏. 滑坡区毛竹根系生长分布及其护坡效果研究. 长江科学院院报, 2017. 34 (10): 45- 49.
doi: 10.11988/ckyyb.20170091 |
|
Yang Q L , Li B . Growth distribution of bamboo root system in landslide area and its slope protection effect. Journal of Yangtze River Scientific Research Institute, 2017. 34 (10): 45- 49.
doi: 10.11988/ckyyb.20170091 |
|
杨星华. 2016.毛竹单株地上部分生物量相容性模型研究.北京:北京林业大学硕士学位论文. | |
Yang X H. 2016. A study on per plant aboveground biomass compatible models for Phyllostachy edulis. Beijing: MS thesis of Beijing Forestry University.[in Chinese] | |
易贤军. 2010.湖南会同毛竹林土壤水源涵养及生物量的研究.长沙:中南林业科技大学硕士学位论文. | |
Yi X J. 2010. A study on mosobamboo soil water conservation and biomass in Huitong County, Hunan Province. Changsha: MS thesis of Central South University of Forestry and Technology.[in Chinese] | |
曾伟生, 张会儒, 唐守正. 立木生物量建模方法. 北京: 中国林业出版社. 2011a. | |
Zeng W S , Zhang H R , Tang S Z . The modeling method of tree biomass. Beijing: China Forestry Publishing House. 2011a. | |
曾伟生, 唐守正. 非线性模型对数回归的偏差校正及与加权回归的对比分析. 林业科学研究, 2011b. 24 (2): 137- 143. | |
Zeng W S , Tang S Z . Bias correction in logarithmic regression and comparison with weighted regression for non-linear models. Forest Research, 2011b. 24 (2): 137- 143. | |
曾伟生, 唐守正. 立木生物量方程的优度评价和精度分析. 林业科学, 2011c. 47 (11): 106- 113. | |
Zeng W S , Tang S Z . Goodness evaluation and precision analysis of tree biomass equations. Scientia Silvae Sinicae, 2011c. 47 (11): 106- 113. | |
曾掌权, 田育新, 戴成栋, 等. 湖南毛竹林生物量模型研究. 湖南林业科技, 2016. 43 (6): 56- 59.
doi: 10.3969/j.issn.1003-5710.2016.06.012 |
|
Zeng Z Q , Tian Y X , Dai C D , et al. Study on biomass model of Phyllostachys heterocycle cv. pubescens in Hunan Province. Hunan Forestry Science & Technology, 2016. 43 (6): 56- 59.
doi: 10.3969/j.issn.1003-5710.2016.06.012 |
|
张宇, 岳祥华, 漆良华, 等. 利用异速生长关系和地统计方法估算武夷山南麓毛竹林生物量. 生态学杂志, 2016. 35 (7): 1957- 1962. | |
Zhang Y , Yue X H , Qi L H , et al. Estimation of Phyllostachys edulis forest biomass in southern Wuyishan Mountain using allometric equation and geostatistical technique. Chinese Journal of Ecology, 2016. 35 (7): 1957- 1962. | |
周国模, 姜培坤. 毛竹林的碳密度和碳储量及其空间分布. 林业科学, 2004. 40 (6): 5- 11. | |
Zhou G M , Jiang P K . Density, storage and spatial distribution of carbon in Phyllostachys pubescens forest. Scientia Silvae Sinicae, 2004. 40 (6): 5- 11. | |
周国模, 刘恩斌, 施拥军, 等. 基于最小尺度的浙江省毛竹生物量精确估算. 林业科学, 2011. 47 (1): 1- 5. | |
Zhou G M , Liu E B , Shi Y J , et al. Accurate estimation for moso bamboo (Phyllostachys edulis) biomass in Zhejiang Province based on the lowest scale technique. Scientia Silvae Sinicae, 2011. 47 (1): 1- 5. | |
朱琳琳, 张萌新, 赵竑绯, 等. 不同经营措施对毛竹林生物量与碳储量的影响. 经济林研究, 2014. 32 (1): 58- 64.
doi: 10.3969/j.issn.1003-8981.2014.01.010 |
|
Zhu L L , Zhang M X , Zhao H F , et al. Effects of different management measures on biomass and carbon storage in Phyllostachys pubescens forest. Nonwood Forest Research, 2014. 32 (1): 58- 64.
doi: 10.3969/j.issn.1003-8981.2014.01.010 |
|
Ballantyne F . Evaluating model fit to determine if logarithmic transformations are necessary in allometry:a comment on the exchange between Packard (2009) and Kerkhoff and Enquist (2009). Journal of Theoretical Biology, 2013. 317, 418- 421.
doi: 10.1016/j.jtbi.2012.09.035 |
|
Baskerville G L . Use of logarithmic regression in the estimation of plant biomass. Canadian Journal of Forest Research, 1972. 2 (1): 49- 53.
doi: 10.1139/x72-009 |
|
Bi H , Turner J , Lambert M J . Additive biomass equations for native eucalypt forest trees of temperate Australia. Trees, 2004. 18 (4): 467- 479. | |
Clifford D , Cressie N , England J R , et al. Correction factors for unbiased, efficient estimation and prediction of biomass from log-log allometric models. Forest Ecology and Management, 2013. 310, 375- 381.
doi: 10.1016/j.foreco.2013.08.041 |
|
Dong L , Zhang L , Li F . A compatible system of biomass equations for three conifer species in Northeast China. Forest Ecology and Management, 2014. 329, 306- 317.
doi: 10.1016/j.foreco.2014.05.050 |
|
Finney D J . On the distribution of a variate whose logarithm is normally distributed. Supplement to the Journal of the Royal Statistical Society, 1941. 7 (2): 155- 161.
doi: 10.2307/2983663 |
|
Gao X , Jiang Z H , Guo Q R , et al. Allometry and biomass production of Phyllostachys edulis across the whole lifespan. Polish Journal of Environmental Studies, 2015. 24 (2): 511- 517. | |
Kerkhoff A J , Enquist B J . Multiplicative by nature:why logarithmic transformation is necessary in allometry. Journal of Theoretical Biology, 2009. 257 (3): 519- 521.
doi: 10.1016/j.jtbi.2008.12.026 |
|
Kozak A , Kozak R . Does cross validation provide additional information in the evaluation of regression models?. Canadian Journal of Forest Research, 2003. 33 (6): 976- 987.
doi: 10.1139/x03-022 |
|
Lai J , Yang B , Lin D , et al. The allometry of coarse root biomass:log-transformed linear regression or nonlinear regression?. Plos One, 2013. 8 (10): e77007.
doi: 10.1371/journal.pone.0077007 |
|
Madgwick H A I , Satoo T . On estimating the aboveground weights of tree stands. Ecology, 1975. 56 (6): 1446- 1450.
doi: 10.2307/1934713 |
|
Packard G C , Birchard G F . Traditional allometric analysis fails to provide a valid predictive model for mammalian metabolic rates. Journal of Experimental Biology, 2008. 211 (22): 3581- 3587.
doi: 10.1242/jeb.023317 |
|
Parresol B R . Additivity of nonlinear biomass equations. Canadian Journal of Forest Research, 2001. 31 (5): 965- 878. | |
Snowdon P . A ratio estimator for bias correction in logarithmic regressions. Revue Canadienne De RechercheForestière, 1991. 21 (5): 720- 724.
doi: 10.1139/x91-101 |
|
Song X , Zhou G , Jiang H , et al. Carbon sequestration by Chinese bamboo forests and their ecological benefits:assessment of potential, problems, and future challenges. Environmental Reviews, 2011. 19 (1): 418- 428. | |
Wang C K . Biomass allometric equations for 10 co-occurringtree species in Chinese temperate forests. Forest Ecology and Management, 2006. 222 (1/3): 9- 16. | |
Xiao X , White E P , Hooten M B , et al. On the use of log-transformation vs. nonlinear regression for analyzing biological power laws. Ecology, 2011. 92 (10): 1887- 1894. |
[1] | Qianyong Shen,Mengping Tang. Stem Volume Models of Phyllostachys edulis in Zhejiang Province [J]. Scientia Silvae Sinicae, 2020, 56(5): 89-96. |
[2] | Tao Chenyue, Shao Shanlu, Shi Wenhui, Lin Lin, Tang Yilei, Ying Yeqing. Effects of Nitrogen Deposition on Biomass and Protective Enzyme Activities of Phyllostachys edulis Seedlings under Drought Stress [J]. Scientia Silvae Sinicae, 2019, 55(9): 31-40. |
[3] | Xue Chunquan, Xu Qihu, Lin Liping, He Xiao, Luo Yong, Zhao Han, Cao Lei, Lei Yuancai. Biomass Models with Breast Height Diameter and Age for Main Nativetree Species in Guangdong Province [J]. Scientia Silvae Sinicae, 2019, 55(2): 97-108. |
[4] | Ali Chen,Wanqi Zhao,Yuqing Ruan,Chunce Guo,Wengen Zhang,Jianmin Shi,Guangyao Yang,Fen Yu. Pattern of Emergence and Degradation of Phyllostachys edulis' Pachyloen' Shoot and the Changes of Nutrient Composition during Degradation [J]. Scientia Silvae Sinicae, 2019, 55(12): 32-40. |
[5] | Yaqian Yang,Ying Fu,Mingbing Zhou. Identification of Cytokinin Related Genes and Characterization of Their Expression in Phyllostachys edulis Shoots [J]. Scientia Silvae Sinicae, 2019, 55(12): 61-73. |
[6] | Xiao He,Yuancai Lei,Chunquan Xue,Qihu Xu,Haikui Li,Lei Cao. Carbon Density Uncertainty Estimates for Schima superba in Guangdong Province [J]. Scientia Silvae Sinicae, 2019, 55(11): 163-171. |
[7] | Li Weicheng, Sheng Haiyan, Jiang Yueping, Wen Xing. Soil CO2 Flux and Its Influence Factors of Different Bamboo Plantations in the Dike-Pond Ecosystem [J]. Scientia Silvae Sinicae, 2018, 54(8): 13-22. |
[8] | Wang Yuanjie, Guo Xuefeng, Zhao Lei, Guo Cheng, Wang Yuwei. Characterization of the C-glycosylation Pathway and C-glucosyltransferase of C-glycosyl Flavonoids from Phyllostachys edulis Leaves [J]. Scientia Silvae Sinicae, 2018, 54(12): 60-69. |
[9] | Wei Penglian, Yang Shumin, Liu Rong, An Xin, Fei Benhua. Analysis of Chemical Constituents Distribution of Moso Bamboo Fiber Cell Wall Based on Raman Spectra [J]. Scientia Silvae Sinicae, 2018, 54(1): 99-104. |
[10] | Liu Cangwei, Su Minglei, Wang Siqun, Wang Xinzhou, Zhao Rongjun, Ren Haiqing, Wang Yurong. Cell Wall Mechanical Properties and Microfibril Angle of Phyllostachys edulis in Different Growth Period [J]. Scientia Silvae Sinicae, 2018, 54(1): 174-180. |
[11] | Du Manyi, Feng Huanying, Fan Shaohui, Su Wenhui, Mao Chao, Tang Xiaolu, Liu Guanglu. Effects of Fertilization on Vertical Distribution and Seasonal Dynamics of Soil Organic Carbon in Phyllostachys edulis Forests, Western Fujian Province [J]. Scientia Silvae Sinicae, 2017, 53(3): 12-20. |
[12] | Wang Kaili, Fu Ying, Zhou Mingbing. Identification and Expression Pattern of SQUAMOSA Promoter Binding Protein (SBP) Family Genes in Phyllostachys edulis [J]. Scientia Silvae Sinicae, 2017, 53(12): 50-61. |
[13] | Dong Lili, Zhao Hansheng, Wang Lili, Sun Huayu, Lou Yongfeng, Gao Zhimin. Expression and Function of PeSCR Gene from Phyllostachys edulis [J]. Scientia Silvae Sinicae, 2016, 52(6): 35-42. |
[14] | Wang Anke, Bi Yufang, Wang Yukui, Cai Hanjiang, Zhai Zhizhong, Zhong Hao, Du Xuhua, Ding Xingcui, Tian Xinli. Accumulation and Allocation of Copper-Carbon Core-Shell Nanoparticles in Three Species [J]. Scientia Silvae Sinicae, 2016, 52(11): 47-54. |
[15] | Zhao Jiancheng, Su Wenhui, Fan Shaohui, Cai Chunju, Zhu Xiaowu, Liu Guanglu. Characteristics of Soil Ammonia Volatilization in Fertilized Moso Bamboo (Phyllostachys edulis) Forests [J]. Scientia Silvae Sinicae, 2016, 52(11): 55-62. |
Viewed | ||||||
Full text |
|
|||||
Abstract |
|
|||||