共 30 条
A chemometric modeling-free near infrared barcode strategy for smart authentication and geographical origin discrimination of Chinese ginseng
被引:19
作者:

Dong, Fang
论文数: 0 引用数: 0
h-index: 0
机构:
Nanjing Med Univ, Sch Pharm, Nanjing 211166, Jiangsu, Peoples R China Nanjing Med Univ, Sch Pharm, Nanjing 211166, Jiangsu, Peoples R China

Lin, Jiating
论文数: 0 引用数: 0
h-index: 0
机构:
Nanjing Med Univ, Sch Pharm, Nanjing 211166, Jiangsu, Peoples R China Nanjing Med Univ, Sch Pharm, Nanjing 211166, Jiangsu, Peoples R China

You, Junhui
论文数: 0 引用数: 0
h-index: 0
机构:
Nanjing Med Univ, Sch Pharm, Nanjing 211166, Jiangsu, Peoples R China Nanjing Med Univ, Sch Pharm, Nanjing 211166, Jiangsu, Peoples R China

Ji, Jiangrong
论文数: 0 引用数: 0
h-index: 0
机构:
Nanjing Med Univ, Sch Pharm, Nanjing 211166, Jiangsu, Peoples R China Nanjing Med Univ, Sch Pharm, Nanjing 211166, Jiangsu, Peoples R China

Xu, Xin
论文数: 0 引用数: 0
h-index: 0
机构:
Nanjing Med Univ, Sch Pharm, Nanjing 211166, Jiangsu, Peoples R China Nanjing Med Univ, Sch Pharm, Nanjing 211166, Jiangsu, Peoples R China

Zhang, Liying
论文数: 0 引用数: 0
h-index: 0
机构:
Nanjing Med Univ, Sch Pharm, Nanjing 211166, Jiangsu, Peoples R China Nanjing Med Univ, Sch Pharm, Nanjing 211166, Jiangsu, Peoples R China

Jin, Yang
论文数: 0 引用数: 0
h-index: 0
机构:
Nanjing Med Univ, Sch Pharm, Nanjing 211166, Jiangsu, Peoples R China Nanjing Med Univ, Sch Pharm, Nanjing 211166, Jiangsu, Peoples R China

Du, Shuhu
论文数: 0 引用数: 0
h-index: 0
机构:
Nanjing Med Univ, Sch Pharm, Nanjing 211166, Jiangsu, Peoples R China Nanjing Med Univ, Sch Pharm, Nanjing 211166, Jiangsu, Peoples R China
机构:
[1] Nanjing Med Univ, Sch Pharm, Nanjing 211166, Jiangsu, Peoples R China
基金:
国家重点研发计划;
中国国家自然科学基金;
关键词:
Near infrared;
Barcode;
Chinese ginseng;
Authentiotion;
Discrimination;
PANAX-GINSENG;
RED GINSENG;
IDENTIFICATION;
GINSENOSIDES;
FRUIT;
D O I:
10.1016/j.saa.2019.117555
中图分类号:
O433 [光谱学];
学科分类号:
0703 ;
070302 ;
摘要:
With the growing interest in alternative medicine, handy identification and differentiation of herbal medicines are becoming increasingly important. Here we report a chemometric modeling-free near infrared (MR) barcode strategy for the smart identification and geographical origin discrimination of Chinese ginseng. The novel strategy demands the transformation of Chinese ginseng (standard and sample) NIR spectra into a barcode representation through assigning zero intensity to every NIR peak except the peaks having intensities greater than average peak intensity. Meanwhile, for Chinese ginseng standard NIR barcode, barcoding condition such as padding size was carefully optimized. It has been demonstrated that the padding size for each bar in the barcode is 8 cm(-1). By comparing the percentage of nonzero overlap between Chinese ginseng standard barcode and sample barcodes, eight batches of samples (induding Chinese ginseng, American ginseng and counterfeit) were successfully identified with 100% accuracy, respectively. Interestingly, the discrimination of the origin of ginsengs from three provinces (Jilin, Liaoning and Heilongjiang) of Northeastern China was achieved utilizing NIR barcode method. Two characteristic bars at 7750 and 8250 cm(-1) were inspected in the ginseng sample from Jilin province, two specific bars at 6780 and 7015 cm(-1) were displayed in the ginseng sample from Liaoning province and three distinct bars at 6560, 6910 and 7995 cm(-1) were monitored in the ginseng sample from Heilongjiang province. The results indicate that the proposed method will be greatly expanded and applied as an inspecting platform for the on-site analysis and valid identification of Chinese ginseng in herbal markets by a handheld spectrometer or barcode scanner. (C) 2019 Elsevier B.V. All rights reserved.
引用
收藏
页数:7
相关论文
共 30 条
[1]
A fast SNP identification and analysis of intraspecific variation in the medicinal Panax species based on DNA barcoding
[J].
Chen, Xiaochen
;
Liao, Baosheng
;
Song, Jingyuan
;
Pang, Xiaohui
;
Han, Jianping
;
Chen, Shilin
.
GENE,
2013, 530 (01)
:39-43

Chen, Xiaochen
论文数: 0 引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Inst Med Plant Dev, Ctr Computat Biol & Bioinformat, Beijing 100193, Peoples R China
Peking Union Med Coll, Beijing 100193, Peoples R China Chinese Acad Med Sci, Inst Med Plant Dev, Ctr Computat Biol & Bioinformat, Beijing 100193, Peoples R China

Liao, Baosheng
论文数: 0 引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Inst Med Plant Dev, Ctr Computat Biol & Bioinformat, Beijing 100193, Peoples R China
Peking Union Med Coll, Beijing 100193, Peoples R China Chinese Acad Med Sci, Inst Med Plant Dev, Ctr Computat Biol & Bioinformat, Beijing 100193, Peoples R China

Song, Jingyuan
论文数: 0 引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Inst Med Plant Dev, Ctr Computat Biol & Bioinformat, Beijing 100193, Peoples R China
Peking Union Med Coll, Beijing 100193, Peoples R China Chinese Acad Med Sci, Inst Med Plant Dev, Ctr Computat Biol & Bioinformat, Beijing 100193, Peoples R China

Pang, Xiaohui
论文数: 0 引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Inst Med Plant Dev, Ctr Computat Biol & Bioinformat, Beijing 100193, Peoples R China
Peking Union Med Coll, Beijing 100193, Peoples R China Chinese Acad Med Sci, Inst Med Plant Dev, Ctr Computat Biol & Bioinformat, Beijing 100193, Peoples R China

Han, Jianping
论文数: 0 引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Inst Med Plant Dev, Ctr Computat Biol & Bioinformat, Beijing 100193, Peoples R China
Peking Union Med Coll, Beijing 100193, Peoples R China Chinese Acad Med Sci, Inst Med Plant Dev, Ctr Computat Biol & Bioinformat, Beijing 100193, Peoples R China

Chen, Shilin
论文数: 0 引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Inst Med Plant Dev, Ctr Computat Biol & Bioinformat, Beijing 100193, Peoples R China
Peking Union Med Coll, Beijing 100193, Peoples R China
China Acad Chinese Med Sci, Inst Chinese Mat Med, Beijing 100700, Peoples R China Chinese Acad Med Sci, Inst Med Plant Dev, Ctr Computat Biol & Bioinformat, Beijing 100193, Peoples R China
[2]
Nondestructive Differentiation of Panax Species Using Visible and Shortwave Near-Infrared Spectroscopy
[J].
Chen, Xiaojing
;
Wu, Di
;
He, Yong
;
Liu, Shou
.
FOOD AND BIOPROCESS TECHNOLOGY,
2011, 4 (05)
:753-761

Chen, Xiaojing
论文数: 0 引用数: 0
h-index: 0
机构:
Zhejiang Univ, Coll Biosyst Engn & Food Sci, Hangzhou 310029, Zhejiang, Peoples R China
Xiamen Univ, Dept Phys, Xiamen 361005, Peoples R China Zhejiang Univ, Coll Biosyst Engn & Food Sci, Hangzhou 310029, Zhejiang, Peoples R China

Wu, Di
论文数: 0 引用数: 0
h-index: 0
机构:
Zhejiang Univ, Coll Biosyst Engn & Food Sci, Hangzhou 310029, Zhejiang, Peoples R China Zhejiang Univ, Coll Biosyst Engn & Food Sci, Hangzhou 310029, Zhejiang, Peoples R China

He, Yong
论文数: 0 引用数: 0
h-index: 0
机构:
Zhejiang Univ, Coll Biosyst Engn & Food Sci, Hangzhou 310029, Zhejiang, Peoples R China Zhejiang Univ, Coll Biosyst Engn & Food Sci, Hangzhou 310029, Zhejiang, Peoples R China

Liu, Shou
论文数: 0 引用数: 0
h-index: 0
机构:
Xiamen Univ, Dept Phys, Xiamen 361005, Peoples R China Zhejiang Univ, Coll Biosyst Engn & Food Sci, Hangzhou 310029, Zhejiang, Peoples R China
[3]
Ginsenosides and phenolics in fresh and processed Korean ginseng (Panax ginseng CA Meyer): Effects of cultivation location, year, and storage period
[J].
Chung, Ill-Min
;
Kim, Jae-Woo
;
Seguin, Philippe
;
Jun, Yoon-Mi
;
Kim, Seung-Hyun
.
FOOD CHEMISTRY,
2012, 130 (01)
:73-83

Chung, Ill-Min
论文数: 0 引用数: 0
h-index: 0
机构:
Konkuk Univ, Coll Life & Environm Sci, Dept Appl Life Sci, Seoul 143701, South Korea Korea Res Inst Stand & Sci, Div Metrol Qual Life, Ctr Analyt Chem, Yuseong 305600, Dajeon, South Korea

Kim, Jae-Woo
论文数: 0 引用数: 0
h-index: 0
机构:
Konkuk Univ, Coll Life & Environm Sci, Dept Appl Life Sci, Seoul 143701, South Korea Korea Res Inst Stand & Sci, Div Metrol Qual Life, Ctr Analyt Chem, Yuseong 305600, Dajeon, South Korea

Seguin, Philippe
论文数: 0 引用数: 0
h-index: 0
机构:
McGill Univ Macdonald Campus, Dept Plant Sci, Ste Anne De Bellevue, PQ H9X 3V9, Canada Korea Res Inst Stand & Sci, Div Metrol Qual Life, Ctr Analyt Chem, Yuseong 305600, Dajeon, South Korea

Jun, Yoon-Mi
论文数: 0 引用数: 0
h-index: 0
机构:
Konkuk Univ, Coll Life & Environm Sci, Dept Appl Life Sci, Seoul 143701, South Korea Korea Res Inst Stand & Sci, Div Metrol Qual Life, Ctr Analyt Chem, Yuseong 305600, Dajeon, South Korea

Kim, Seung-Hyun
论文数: 0 引用数: 0
h-index: 0
机构:
Korea Res Inst Stand & Sci, Div Metrol Qual Life, Ctr Analyt Chem, Yuseong 305600, Dajeon, South Korea Korea Res Inst Stand & Sci, Div Metrol Qual Life, Ctr Analyt Chem, Yuseong 305600, Dajeon, South Korea
[4]
Biotransformation of Panax ginseng extract by rat intestinal microflora: identification and quantification of metabolites using liquid chromatography-tandem mass spectrometryx
[J].
Dong, Wei-Wei
;
Zhao, Jinhua
;
Zhong, Fei-Liang
;
Zhu, Wen-Jing
;
Jiang, Jun
;
Wu, Songquan
;
Yang, Deok-Chun
;
Li, Donghao
;
Quan, Lin-Hu
.
JOURNAL OF GINSENG RESEARCH,
2017, 41 (04)
:540-547

Dong, Wei-Wei
论文数: 0 引用数: 0
h-index: 0
机构:
Yanbian Univ, Key Lab Nat Resources Changbai Mt & Funct Mol, Minist Educ, Yangji, Peoples R China Yanbian Univ, Key Lab Nat Resources Changbai Mt & Funct Mol, Minist Educ, Yangji, Peoples R China

Zhao, Jinhua
论文数: 0 引用数: 0
h-index: 0
机构:
Yanbian Univ, Key Lab Nat Resources Changbai Mt & Funct Mol, Minist Educ, Yangji, Peoples R China Yanbian Univ, Key Lab Nat Resources Changbai Mt & Funct Mol, Minist Educ, Yangji, Peoples R China

Zhong, Fei-Liang
论文数: 0 引用数: 0
h-index: 0
机构:
Yanbian Univ, Key Lab Nat Resources Changbai Mt & Funct Mol, Minist Educ, Yangji, Peoples R China Yanbian Univ, Key Lab Nat Resources Changbai Mt & Funct Mol, Minist Educ, Yangji, Peoples R China

Zhu, Wen-Jing
论文数: 0 引用数: 0
h-index: 0
机构:
Yanbian Univ, Key Lab Nat Resources Changbai Mt & Funct Mol, Minist Educ, Yangji, Peoples R China Yanbian Univ, Key Lab Nat Resources Changbai Mt & Funct Mol, Minist Educ, Yangji, Peoples R China

Jiang, Jun
论文数: 0 引用数: 0
h-index: 0
机构:
Yanbian Univ, Key Lab Nat Resources Changbai Mt & Funct Mol, Minist Educ, Yangji, Peoples R China Yanbian Univ, Key Lab Nat Resources Changbai Mt & Funct Mol, Minist Educ, Yangji, Peoples R China

Wu, Songquan
论文数: 0 引用数: 0
h-index: 0
机构:
Yanbian Univ, Key Lab Nat Resources Changbai Mt & Funct Mol, Minist Educ, Yangji, Peoples R China Yanbian Univ, Key Lab Nat Resources Changbai Mt & Funct Mol, Minist Educ, Yangji, Peoples R China

Yang, Deok-Chun
论文数: 0 引用数: 0
h-index: 0
机构:
Kyung Hee Univ, Dept Oriental Med Mat & Proc, Coll Life Sci, Korean Ginseng Ctr Most Valuable Prod & Ginseng G, Yongin, South Korea Yanbian Univ, Key Lab Nat Resources Changbai Mt & Funct Mol, Minist Educ, Yangji, Peoples R China

Li, Donghao
论文数: 0 引用数: 0
h-index: 0
机构:
Yanbian Univ, Key Lab Nat Resources Changbai Mt & Funct Mol, Minist Educ, Yangji, Peoples R China Yanbian Univ, Key Lab Nat Resources Changbai Mt & Funct Mol, Minist Educ, Yangji, Peoples R China

Quan, Lin-Hu
论文数: 0 引用数: 0
h-index: 0
机构:
Yanbian Univ, Key Lab Nat Resources Changbai Mt & Funct Mol, Minist Educ, Yangji, Peoples R China Yanbian Univ, Key Lab Nat Resources Changbai Mt & Funct Mol, Minist Educ, Yangji, Peoples R China
[5]
A Near-Infrared Reflectance Spectroscopy Method for Direct Analysis of Several Chemical Components and Properties of Fruit, for Example, Chinese Hawthorn
[J].
Dong, Wenjiang
;
Ni, Yongnian
;
Kokot, Serge
.
JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY,
2013, 61 (03)
:540-546

Dong, Wenjiang
论文数: 0 引用数: 0
h-index: 0
机构:
Nanchang Univ, State Key Lab Food Sci & Technol, Nanchang 330047, Peoples R China
Nanchang Univ, Dept Chem, Nanchang 330031, Peoples R China Nanchang Univ, State Key Lab Food Sci & Technol, Nanchang 330047, Peoples R China

Ni, Yongnian
论文数: 0 引用数: 0
h-index: 0
机构:
Nanchang Univ, State Key Lab Food Sci & Technol, Nanchang 330047, Peoples R China
Nanchang Univ, Dept Chem, Nanchang 330031, Peoples R China Nanchang Univ, State Key Lab Food Sci & Technol, Nanchang 330047, Peoples R China

Kokot, Serge
论文数: 0 引用数: 0
h-index: 0
机构:
Queensland Univ Technol, Sch Chem Phys & Mech Engn, Fac Sci & Engn, Brisbane, Qld 4001, Australia Nanchang Univ, State Key Lab Food Sci & Technol, Nanchang 330047, Peoples R China
[6]
Analytical discrimination between sources of ginseng using Raman spectroscopy
[J].
Edwards, H. G. M.
;
Munshi, T.
;
Page, K.
.
ANALYTICAL AND BIOANALYTICAL CHEMISTRY,
2007, 389 (7-8)
:2203-2215

Edwards, H. G. M.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Bradford, Univ Analyt Ctr, Sch Life Sci, Div Chem & Forens Sci, Bradford BD7 1DP, W Yorkshire, England Univ Bradford, Univ Analyt Ctr, Sch Life Sci, Div Chem & Forens Sci, Bradford BD7 1DP, W Yorkshire, England

Munshi, T.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Bradford, Univ Analyt Ctr, Sch Life Sci, Div Chem & Forens Sci, Bradford BD7 1DP, W Yorkshire, England Univ Bradford, Univ Analyt Ctr, Sch Life Sci, Div Chem & Forens Sci, Bradford BD7 1DP, W Yorkshire, England

Page, K.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Bradford, Univ Analyt Ctr, Sch Life Sci, Div Chem & Forens Sci, Bradford BD7 1DP, W Yorkshire, England Univ Bradford, Univ Analyt Ctr, Sch Life Sci, Div Chem & Forens Sci, Bradford BD7 1DP, W Yorkshire, England
[7]
Barcoded resins: A new concept for polymer-supported combinatorial library self-deconvolution
[J].
Fenniri, H
;
Ding, LH
;
Ribbe, AE
;
Zyrianov, Y
.
JOURNAL OF THE AMERICAN CHEMICAL SOCIETY,
2001, 123 (33)
:8151-8152

Fenniri, H
论文数: 0 引用数: 0
h-index: 0
机构:
Purdue Univ, H C Brown Chem Lab 1393, W Lafayette, IN 47907 USA Purdue Univ, H C Brown Chem Lab 1393, W Lafayette, IN 47907 USA

Ding, LH
论文数: 0 引用数: 0
h-index: 0
机构:
Purdue Univ, H C Brown Chem Lab 1393, W Lafayette, IN 47907 USA Purdue Univ, H C Brown Chem Lab 1393, W Lafayette, IN 47907 USA

Ribbe, AE
论文数: 0 引用数: 0
h-index: 0
机构:
Purdue Univ, H C Brown Chem Lab 1393, W Lafayette, IN 47907 USA Purdue Univ, H C Brown Chem Lab 1393, W Lafayette, IN 47907 USA

Zyrianov, Y
论文数: 0 引用数: 0
h-index: 0
机构:
Purdue Univ, H C Brown Chem Lab 1393, W Lafayette, IN 47907 USA Purdue Univ, H C Brown Chem Lab 1393, W Lafayette, IN 47907 USA
[8]
Multiplexing with SERS labels using mixed SAMs of Raman reporter molecules
[J].
Gellner, Magdalena
;
Koempe, Karsten
;
Schluecker, Sebastian
.
ANALYTICAL AND BIOANALYTICAL CHEMISTRY,
2009, 394 (07)
:1839-1844

Gellner, Magdalena
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Osnabruck, Dept Phys, D-49069 Osnabruck, Germany Univ Osnabruck, Dept Phys, D-49069 Osnabruck, Germany

Koempe, Karsten
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Osnabruck, Inst Chem, D-49069 Osnabruck, Germany Univ Osnabruck, Dept Phys, D-49069 Osnabruck, Germany

Schluecker, Sebastian
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Osnabruck, Dept Phys, D-49069 Osnabruck, Germany Univ Osnabruck, Dept Phys, D-49069 Osnabruck, Germany
[9]
Development of molecular markers, based on chloroplast and ribosomal DNA regions, to discriminate three popular medicinal plant species, Cynanchum wilfordii, Cynanchum auriculatum, and Polygonum multiflorum
[J].
Han, Eun-Heui
;
Cho, KyeMan
;
Goo, YoungMin
;
Kim, ManBae
;
Shin, Young-Wook
;
Kim, Yun-Hee
;
Lee, Shin-Woo
.
MOLECULAR BIOLOGY REPORTS,
2016, 43 (04)
:323-332

Han, Eun-Heui
论文数: 0 引用数: 0
h-index: 0
机构:
Gyeongnam Natl Univ Sci & Technol, Dept Agon & Med Plant Resources, Jinju 660758, South Korea Gyeongnam Natl Univ Sci & Technol, Dept Agon & Med Plant Resources, Jinju 660758, South Korea

Cho, KyeMan
论文数: 0 引用数: 0
h-index: 0
机构:
Gyeongnam Natl Univ Sci & Technol, Dept Food Sci, Jinju, South Korea Gyeongnam Natl Univ Sci & Technol, Dept Agon & Med Plant Resources, Jinju 660758, South Korea

Goo, YoungMin
论文数: 0 引用数: 0
h-index: 0
机构:
Gyeongnam Oriental Med Herb Inst, Sancheong, South Korea Gyeongnam Natl Univ Sci & Technol, Dept Agon & Med Plant Resources, Jinju 660758, South Korea

Kim, ManBae
论文数: 0 引用数: 0
h-index: 0
机构:
Gyeongsangnam Do Agr Res & Extens Serv, Jinju 660985, South Korea Gyeongnam Natl Univ Sci & Technol, Dept Agon & Med Plant Resources, Jinju 660758, South Korea

Shin, Young-Wook
论文数: 0 引用数: 0
h-index: 0
机构:
Gyeongnam Natl Univ Sci & Technol, Dept Agon & Med Plant Resources, Jinju 660758, South Korea Gyeongnam Natl Univ Sci & Technol, Dept Agon & Med Plant Resources, Jinju 660758, South Korea

论文数: 引用数:
h-index:
机构:

Lee, Shin-Woo
论文数: 0 引用数: 0
h-index: 0
机构:
Gyeongnam Natl Univ Sci & Technol, Dept Agon & Med Plant Resources, Jinju 660758, South Korea Gyeongnam Natl Univ Sci & Technol, Dept Agon & Med Plant Resources, Jinju 660758, South Korea
[10]
Cytochrome P450 CYP716A53v2 Catalyzes the Formation of Protopanaxatriol from Protopanaxadiol During Ginsenoside Biosynthesis in Panax Ginseng
[J].
Han, Jung-Yeon
;
Hwang, Hwan-Su
;
Choi, Su-Wan
;
Kim, Hyun-Jung
;
Choi, Yong-Eui
.
PLANT AND CELL PHYSIOLOGY,
2012, 53 (09)
:1535-1545

Han, Jung-Yeon
论文数: 0 引用数: 0
h-index: 0
机构:
Kangwon Natl Univ, Dept Forest Resources, Coll Forest & Environm Sci, Chunchon 200701, South Korea Kangwon Natl Univ, Dept Forest Resources, Coll Forest & Environm Sci, Chunchon 200701, South Korea

Hwang, Hwan-Su
论文数: 0 引用数: 0
h-index: 0
机构:
Kangwon Natl Univ, Dept Forest Resources, Coll Forest & Environm Sci, Chunchon 200701, South Korea Kangwon Natl Univ, Dept Forest Resources, Coll Forest & Environm Sci, Chunchon 200701, South Korea

Choi, Su-Wan
论文数: 0 引用数: 0
h-index: 0
机构:
Kangwon Natl Univ, Dept Forest Resources, Coll Forest & Environm Sci, Chunchon 200701, South Korea Kangwon Natl Univ, Dept Forest Resources, Coll Forest & Environm Sci, Chunchon 200701, South Korea

Kim, Hyun-Jung
论文数: 0 引用数: 0
h-index: 0
机构:
Kangwon Natl Univ, Dept Forest Resources, Coll Forest & Environm Sci, Chunchon 200701, South Korea Kangwon Natl Univ, Dept Forest Resources, Coll Forest & Environm Sci, Chunchon 200701, South Korea

Choi, Yong-Eui
论文数: 0 引用数: 0
h-index: 0
机构:
Kangwon Natl Univ, Dept Forest Resources, Coll Forest & Environm Sci, Chunchon 200701, South Korea Kangwon Natl Univ, Dept Forest Resources, Coll Forest & Environm Sci, Chunchon 200701, South Korea