Acta Agriculturae Zhejiangensis ›› 2022, Vol. 34 ›› Issue (3): 614-625.DOI: 10.3969/j.issn.1004-1524.2022.03.22
• Biosystems Engineening • Previous Articles Next Articles
QIN Wei1(
), YU Yingjie1,*(
), LAI Qinghui1, ZHAN Caixue2, YUAN Haikuo3, ZHANG Haijun1
Received:2020-09-20
Online:2022-03-25
Published:2022-03-30
Contact:
YU Yingjie
CLC Number:
QIN Wei, YU Yingjie, LAI Qinghui, ZHAN Caixue, YUAN Haikuo, ZHANG Haijun. Parameter optimization experiment of seedling guiding tube transplanting machine of Panax notoginseng seedling[J]. Acta Agriculturae Zhejiangensis, 2022, 34(3): 614-625.
Add to citation manager EndNote|Ris|BibTeX
URL: http://www.zjnyxb.cn/EN/10.3969/j.issn.1004-1524.2022.03.22
Fig.1 Structure of seedling guiding tube transplanting machine of P.notoginseng seedling 1, Ditcher; 2, Frame; 3, Motor; 4, Synchronous belt Ⅰ; 5, Synchronous belt Ⅱ; 6, Seedling plate; 7, Seedling hopper; 8, Directional bucket; 9, Directional plate; 10, Fixed ring; 11, Intermediate receptacle tube; 12, Seedling tube; 13, Packer wheel.
| 水平 Level | 试验因素Test factors | ||
|---|---|---|---|
| A/(r·min-1) | B/° | C | |
| 1 | 20 | 15 | 一级Grade 1 |
| 2 | 25 | 20 | 二级Grade 2 |
| 3 | 30 | 25 | 三级Grade 3 |
Table 1 Code of test factors
| 水平 Level | 试验因素Test factors | ||
|---|---|---|---|
| A/(r·min-1) | B/° | C | |
| 1 | 20 | 15 | 一级Grade 1 |
| 2 | 25 | 20 | 二级Grade 2 |
| 3 | 30 | 25 | 三级Grade 3 |
| 序号 No. | A | B | C | B×C | X/% |
|---|---|---|---|---|---|
| 1 | 1 | 1 | 1 | 1 | 79.21 |
| 2 | 1 | 2 | 2 | 2 | 89.35 |
| 3 | 1 | 3 | 3 | 3 | 82.30 |
| 4 | 2 | 1 | 2 | 3 | 74.31 |
| 5 | 2 | 2 | 3 | 1 | 76.73 |
| 6 | 2 | 3 | 1 | 2 | 72.56 |
| 7 | 3 | 1 | 3 | 2 | 57.33 |
| 8 | 3 | 2 | 1 | 3 | 65.11 |
| 9 | 3 | 3 | 2 | 1 | 61.29 |
| X /% | 86.32 | 70.28 | 72.29 | 72.41 | |
| 74.52 | 76.93 | 74.98 | 73.08 | ||
| 61.24 | 72.05 | 72.12 | 73.91 | ||
| 25.08 a | 6.65 b | 2.86 c | 1.50 |
Table 2 Experimental scheme and test results
| 序号 No. | A | B | C | B×C | X/% |
|---|---|---|---|---|---|
| 1 | 1 | 1 | 1 | 1 | 79.21 |
| 2 | 1 | 2 | 2 | 2 | 89.35 |
| 3 | 1 | 3 | 3 | 3 | 82.30 |
| 4 | 2 | 1 | 2 | 3 | 74.31 |
| 5 | 2 | 2 | 3 | 1 | 76.73 |
| 6 | 2 | 3 | 1 | 2 | 72.56 |
| 7 | 3 | 1 | 3 | 2 | 57.33 |
| 8 | 3 | 2 | 1 | 3 | 65.11 |
| 9 | 3 | 3 | 2 | 1 | 61.29 |
| X /% | 86.32 | 70.28 | 72.29 | 72.41 | |
| 74.52 | 76.93 | 74.98 | 73.08 | ||
| 61.24 | 72.05 | 72.12 | 73.91 | ||
| 25.08 a | 6.65 b | 2.86 c | 1.50 |
| 方差来源 Sources | SS | df | F | P |
|---|---|---|---|---|
| A | 759.91 | 2 | 225.34 | 0.004 4 |
| B | 74.22 | 2 | 22.01 | 0.043 5 |
| C | 15.46 | 2 | 4.59 | 0.179 0 |
| 误差Error | 3.37 | 2 | ||
| 总和Sum | 852.97 | 8 |
Table 3 Variance analysis
| 方差来源 Sources | SS | df | F | P |
|---|---|---|---|---|
| A | 759.91 | 2 | 225.34 | 0.004 4 |
| B | 74.22 | 2 | 22.01 | 0.043 5 |
| C | 15.46 | 2 | 4.59 | 0.179 0 |
| 误差Error | 3.37 | 2 | ||
| 总和Sum | 852.97 | 8 |
| 编码 Code | 试验因素Test factors | ||
|---|---|---|---|
| D1/(km·h-1) | D2/(r·min-1) | D3/° | |
| -1.682 | 0.8 | 20 | 60 |
| -1 | 0.88 | 22 | 65 |
| 0 | 1.0 | 25 | 75 |
| 1 | 1.12 | 28 | 80 |
| 1.682 | 1.2 | 30 | 85 |
Table 4 Code of test factors
| 编码 Code | 试验因素Test factors | ||
|---|---|---|---|
| D1/(km·h-1) | D2/(r·min-1) | D3/° | |
| -1.682 | 0.8 | 20 | 60 |
| -1 | 0.88 | 22 | 65 |
| 0 | 1.0 | 25 | 75 |
| 1 | 1.12 | 28 | 80 |
| 1.682 | 1.2 | 30 | 85 |
| 序号 No. | 试验因素Test factors | 试验结果Test results | |||
|---|---|---|---|---|---|
| D1/ (km·h-1) | D2/ (r·min-1) | D3/(°) | Y1/% | Y2/% | |
| 1 | -1 | -1 | -1 | 65.2 | 18.1 |
| 2 | 1 | -1 | -1 | 71.6 | 13.7 |
| 3 | -1 | 1 | -1 | 67.7 | 15.6 |
| 4 | 1 | 1 | -1 | 80.4 | 7.1 |
| 5 | -1 | -1 | 1 | 73.4 | 9.5 |
| 6 | 1 | -1 | 1 | 70.5 | 12.4 |
| 7 | -1 | 1 | 1 | 82.2 | 7.7 |
| 8 | 1 | 1 | 1 | 83.7 | 10.9 |
| 9 | -1.682 | 0 | 0 | 71.5 | 13.7 |
| 10 | 1.682 | 0 | 0 | 84.6 | 8.0 |
| 11 | 0 | -1.682 | 0 | 70.8 | 14.6 |
| 12 | 0 | 1.682 | 0 | 81.3 | 9.8 |
| 13 | 0 | 0 | -1.682 | 71.2 | 14.3 |
| 14 | 0 | 0 | 1.682 | 78.5 | 14.8 |
| 15 | 0 | 0 | 0 | 90.6 | 4.3 |
| 16 | 0 | 0 | 0 | 91.3 | 5.9 |
| 17 | 0 | 0 | 0 | 91.5 | 1.5 |
| 18 | 0 | 0 | 0 | 93.3 | 4.8 |
| 19 | 0 | 0 | 0 | 92.3 | 3.5 |
| 20 | 0 | 0 | 0 | 82.5 | 7.3 |
| 21 | 0 | 0 | 0 | 95.1 | 2.3 |
| 22 | 0 | 0 | 0 | 89.7 | 6.6 |
| 23 | 0 | 0 | 0 | 93.1 | 1.8 |
Table 5 Test design scheme and results
| 序号 No. | 试验因素Test factors | 试验结果Test results | |||
|---|---|---|---|---|---|
| D1/ (km·h-1) | D2/ (r·min-1) | D3/(°) | Y1/% | Y2/% | |
| 1 | -1 | -1 | -1 | 65.2 | 18.1 |
| 2 | 1 | -1 | -1 | 71.6 | 13.7 |
| 3 | -1 | 1 | -1 | 67.7 | 15.6 |
| 4 | 1 | 1 | -1 | 80.4 | 7.1 |
| 5 | -1 | -1 | 1 | 73.4 | 9.5 |
| 6 | 1 | -1 | 1 | 70.5 | 12.4 |
| 7 | -1 | 1 | 1 | 82.2 | 7.7 |
| 8 | 1 | 1 | 1 | 83.7 | 10.9 |
| 9 | -1.682 | 0 | 0 | 71.5 | 13.7 |
| 10 | 1.682 | 0 | 0 | 84.6 | 8.0 |
| 11 | 0 | -1.682 | 0 | 70.8 | 14.6 |
| 12 | 0 | 1.682 | 0 | 81.3 | 9.8 |
| 13 | 0 | 0 | -1.682 | 71.2 | 14.3 |
| 14 | 0 | 0 | 1.682 | 78.5 | 14.8 |
| 15 | 0 | 0 | 0 | 90.6 | 4.3 |
| 16 | 0 | 0 | 0 | 91.3 | 5.9 |
| 17 | 0 | 0 | 0 | 91.5 | 1.5 |
| 18 | 0 | 0 | 0 | 93.3 | 4.8 |
| 19 | 0 | 0 | 0 | 92.3 | 3.5 |
| 20 | 0 | 0 | 0 | 82.5 | 7.3 |
| 21 | 0 | 0 | 0 | 95.1 | 2.3 |
| 22 | 0 | 0 | 0 | 89.7 | 6.6 |
| 23 | 0 | 0 | 0 | 93.1 | 1.8 |
| 来源 Sources | Y1 | Y2 | ||
|---|---|---|---|---|
| F | P | F | P | |
| 模型Model | 22.193 27 | <0.000 1 | 11.943 95 | <0.000 1 |
| D1 | 12.241 75 | 0.003 9 | 4.494 047 | 0.046 9 |
| D2 | 20.137 84 | 0.000 6 | 7.014 978 | 0.020 1 |
| D3 | 10.718 27 | 0.006 0 | 2.898 229 | 0.112 5 |
| D1D2 | 1.515 662 | 0.240 1 | 0.412 58 | 0.531 8 |
| D1D3 | 5.563 427 | 0.034 7 | 10.314 49 | 0.006 8 |
| D2D3 | 1.515 662 | 0.240 1 | 0.961 162 | 0.344 8 |
| | 39.085 18 | <0.000 1 | 16.050 8 | 0.001 5 |
| | 51.395 87 | <0.000 1 | 24.166 66 | 0.000 3 |
| | 59.590 03 | <0.000 1 | 42.241 73 | <0.000 1 |
| 失拟项 | 0.313 803 | 0.891 3 | 0.943 585 | 0.502 4 |
| Lack of fit | ||||
Table 6 Table of variance analysis
| 来源 Sources | Y1 | Y2 | ||
|---|---|---|---|---|
| F | P | F | P | |
| 模型Model | 22.193 27 | <0.000 1 | 11.943 95 | <0.000 1 |
| D1 | 12.241 75 | 0.003 9 | 4.494 047 | 0.046 9 |
| D2 | 20.137 84 | 0.000 6 | 7.014 978 | 0.020 1 |
| D3 | 10.718 27 | 0.006 0 | 2.898 229 | 0.112 5 |
| D1D2 | 1.515 662 | 0.240 1 | 0.412 58 | 0.531 8 |
| D1D3 | 5.563 427 | 0.034 7 | 10.314 49 | 0.006 8 |
| D2D3 | 1.515 662 | 0.240 1 | 0.961 162 | 0.344 8 |
| | 39.085 18 | <0.000 1 | 16.050 8 | 0.001 5 |
| | 51.395 87 | <0.000 1 | 24.166 66 | 0.000 3 |
| | 59.590 03 | <0.000 1 | 42.241 73 | <0.000 1 |
| 失拟项 | 0.313 803 | 0.891 3 | 0.943 585 | 0.502 4 |
| Lack of fit | ||||
| 序号 No. | D1/ (km·h-1) | D2/ (r·min-1) | Y1/% | Y2/% |
|---|---|---|---|---|
| 1 | 1.0 | 25 | 89.3 | 4.9 |
| 2 | 1.0 | 25 | 91.6 | 3.8 |
| 3 | 1.0 | 25 | 91.2 | 3.6 |
| 4 | 1.0 | 25 | 90.1 | 4.5 |
| 5 | 1.0 | 25 | 90.8 | 4.2 |
Table 7 Results of tests
| 序号 No. | D1/ (km·h-1) | D2/ (r·min-1) | Y1/% | Y2/% |
|---|---|---|---|---|
| 1 | 1.0 | 25 | 89.3 | 4.9 |
| 2 | 1.0 | 25 | 91.6 | 3.8 |
| 3 | 1.0 | 25 | 91.2 | 3.6 |
| 4 | 1.0 | 25 | 90.1 | 4.5 |
| 5 | 1.0 | 25 | 90.8 | 4.2 |
| [1] | 赖庆辉, 袁海阔, 胡子武, 等. 滚筒板齿式三七种苗分离装置结构设计与试验[J]. 农业机械学报, 2018, 49(4): 121-129. |
| LAI Q H, YUAN H K, HU Z W, et al. Design and experiment on seedling separation device of Panax notoginseng seedlings based on roller zigzag mechanism[J]. Transactions of the Chinese Society for Agricultural Machinery, 2018, 49(4): 121-129. (in Chinese with English abstract) | |
| [2] | 胡子武. 三七移栽机分离装置设计与试验研究[D]. 昆明: 昆明理工大学, 2017. |
| HU Z W. Design and experimental study on the separating device of Panax notoginseng transplanter[D]. Kunming: Kunming University of Science and Technology, 2017. (in Chinese with English abstract) | |
| [3] | 赵景文, 李凯, 李治国, 等. 链夹式甘蓝移栽机优化设计与试验[J]. 农业工程, 2017, 7(增刊1): 16-18. |
| ZHAO J W, LI K, LI Z G, et al. Optimization design and experiments of chain clip kale transplanter[J]. Agricultural Engineering, 2017, 7(S1): 16-18. (in Chinese with English abstract) | |
| [4] | 倪向东, 梅卫江. 导管式番茄移栽机的设计[J]. 农机化研究, 2011, 33(2): 84-86. |
| NI X D, MEI W J. Design on the tomato transplanting machine[J]. Journal of Agricultural Mechanization Research, 2011, 33(2): 84-86. (in Chinese with English abstract) | |
| [5] | 侯加林, 黄圣海, 牛子孺, 等. 双鸭嘴式大蒜正头装置调头机理分析与试验[J]. 农业机械学报, 2018, 49(11): 87-96. |
| HOU J L, HUANG S H, NIU Z R, et al. Mechanism analysis and test of adjusting garlics upwards using two duckbill devices[J]. Transactions of the Chinese Society for Agricultural Machinery, 2018, 49(11): 87-96. (in Chinese with English abstract) | |
| [6] | 韩霞, 陈海涛. 番茄链式纸钵苗移栽机栽植机构参数优化试验[J]. 东北农业大学学报, 2018, 49(4): 79-86. |
| HAN X, CHEN H T. Parameter optimization experiment of paper pot seedling transplanting machine for tomato[J]. Journal of Northeast Agricultural University, 2018, 49(4): 79-86. (in Chinese with English abstract) | |
| [7] | 胡建平, 潘杰, 张晨迪, 等. 行星轮栽植机构优化设计与试验[J]. 农业机械学报, 2018, 49(11): 78-86. |
| HU J P, PAN J, ZHANG C D, et al. Optimization design and experiment on planetary gears planting mechanism of self-propelled transplanting machine[J]. Transactions of the Chinese Society for Agricultural Machinery, 2018, 49(11): 78-86. (in Chinese with English abstract) | |
| [8] | 徐高伟, 刘宏新, 荐世春, 等. 基于五杆机构的丹参膜上移栽机构设计与试验[J]. 农业机械学报, 2018, 49(9): 55-65. |
| XU G W, LIU H X, JIAN S C, et al. Design and test of transplanting mechanism on mulch-film of Salvia miltiorrhiza based on five-bar mechanism[J]. Transactions of the Chinese Society for Agricultural Machinery, 2018, 49(9): 55-65. (in Chinese with English abstract) | |
| [9] | 韦利波, 王维新, 闫琴. 甘草移栽机的设计与运动分析[J]. 石河子大学学报(自然科学版), 2011, 29(3): 367-369. |
| WEI L B, WANG W X, YAN Q. Design and motion analysis of the licorice transplanter[J]. Journal of Shihezi University (Natural Science), 2011, 29(3): 367-369. (in Chinese with English abstract) | |
| [10] | 姜彩宇, 刘文亮, 刘枫, 等. 一种根茎类作物栽植设备[J]. 农机使用与维修, 2018(8): 1-5. |
| JIANG C Y, LIU W L, LIU F, et al. A rhizome crop planting equipment[J]. Agricultural Mechanization Using & Maintenance, 2018(8): 1-5. (in Chinese) | |
| [11] | 张亮, 刘文亮, 刘枫, 等. 人参移栽机国内外技术对比分析[J]. 内燃机与配件, 2017(19): 120-121. |
| ZHANG L, LIU W L, LIU F, et al. Comparative analysis of ginseng transplanter technology at home and abroad[J]. Internal Combustion Engine & Parts, 2017(19): 120-121. (in Chinese) | |
| [12] | 董哲, 林选知, 张瑞勤, 等. 导苗管式移栽机的烟苗移栽质量影响因素分析[J]. 农机化研究, 2012, 34(4): 38-41. |
| DONG Z, LIN X Z, ZHANG R Q, et al. Quality of flue-cured tobacco seedling transplanting factors analysis with transplanter with chute[J]. Journal of Agricultural Mechanization Research, 2012, 34(4): 38-41. (in Chinese with English abstract) | |
| [13] | 王永维, 唐燕海, 王俊, 等. 蔬菜钵苗高速移栽机吊杯式栽植器参数优化[J]. 农业机械学报, 2016, 47(1): 91-100. |
| WANG Y W, TANG Y H, WANG J, et al. Parameter optimization for dibble-type planting apparatus of vegetable pot seedling transplanter in high-speed condition[J]. Transactions of the Chinese Society for Agricultural Machinery, 2016, 47(1): 91-100. (in Chinese with English abstract) | |
| [14] | ZHANG W, NIU Z J, LI L H, et al. Design and optimization of seedling-feeding device for automatic maize transplanter with maize straw seedling-sprouting tray[J]. International Journal of Agricultural and Biological Engineering, 2015, 8(6): 1-12. |
| [15] | 周福君, 芦杰, 杜佳兴. 玉米钵苗移栽机圆盘式栽植机构参数优化及试验[J]. 农业工程学报, 2014, 30(1): 18-24. |
| ZHOU F J, LU J, DU J X. Parameters optimization and experiment of corn-paper transplanting machine with seedling disk[J]. Transactions of the Chinese Society of Agricultural Engineering, 2014, 30(1): 18-24. (in Chinese with English abstract) | |
| [16] | 陈科. 2ZDJ-2型移栽机导苗机构的研究与设计[D]. 北京: 中国农业机械化科学研究院, 2015. |
| CHEN K. Research and design on guiding device of 2ZDJ-2 transplanter[D]. Beijing: Chinese Academy of Agricultural Mechanization Sciences, 2015. (in Chinese with English abstract) | |
| [17] | 赖庆辉, 袁海阔, 胡子武, 等. 三七种苗物料特性研究及离散元法参数标定[J]. 扬州大学学报(农业与生命科学版), 2018, 39(2): 74-79. |
| LAI Q H, YUAN H K, HU Z W, et al. Experimental study of physical characteristics and parameters calibration of Panax notoginseng seedling[J]. Journal of Yangzhou University (Agricultural and Life Science Edition), 2018, 39(2): 74-79. (in Chinese with English abstract) | |
| [18] |
MA Z, LI Y M, XU L Z, et al. Dispersion and migration of agricultural particles in a variable-amplitude screen box based on the discrete element method[J]. Computers and Electronics in Agriculture, 2017, 142: 173-180.
DOI URL |
| [19] | LIU F Y, ZHANG J, CHEN J. Modeling of flexible wheat straw by discrete element method and its parameter calibration[J]. International Journal of Agricultural and Biological Engineering, 2018, 11(5): 42-46. |
| [20] | 赵选民. 试验设计方法[M]. 北京: 科学出版社, 2006. |
| [1] | ZHOU Maocuo, LU Jianxiong, GUO Xiaonong, FENG Yulan, CHAI Weiwei, GAO Pengfei. Optimization of quinoa straw fermentation process based on response surface methodology [J]. Acta Agriculturae Zhejiangensis, 2024, 36(9): 2020-2030. |
| [2] | CAO Naixin, LUO Yanglan, YAN Yong, XIE Xiuchao, ZHANG Wenlong. Optimization and antioxidant activity of liquid medium of extracellular polysaccharides from Sanghuangporus sanghuang JM-1 [J]. Acta Agriculturae Zhejiangensis, 2024, 36(6): 1245-1255. |
| [3] | LIAO Pengfei, LI Qiongyan, LUO Shungao, LIU Min, ZHU Hongtao, LI Jiya, BAI Hongying, CHEN Haiquan, FAN Yonghui, DONG Zhanpeng. The directional transfer of the plain silkworm variety Jingsong into a sex-limited multilunar silkworm variety [J]. Acta Agriculturae Zhejiangensis, 2024, 36(5): 1032-1041. |
| [4] | WANG Zhuoquan, LIN Zhenpeng, CHEN Xudong, QIAN Bin, ZHAI Rongrong, YE Shenghai, YE Jing, WU Mingming, ZHU Guofu, ZHANG Xiaoming. Effects of glutinous rice characteristics of different glutinous rice varieties on the quality of Shaoxing rice wine [J]. Acta Agriculturae Zhejiangensis, 2024, 36(4): 773-779. |
| [5] | LI Mengqi, GUO Pei, KE Xuelong. Bidirectional dilemma of agricultural supply chain financing mode and cracking mechanism based on perspective of new institutional economics: a case study of citrus supply chain in Kecheng District, Quzhou City, Zhejiang Province, China [J]. Acta Agriculturae Zhejiangensis, 2023, 35(8): 1937-1949. |
| [6] | WANG Haiji, WANG Min, LU Yongtao, YING Yukun, WANG Jiliang, XUE Li, QIN Chaomin, HE Yuze. Design and test of spring teeth chain rake type residual film reclaimer [J]. Acta Agriculturae Zhejiangensis, 2023, 35(10): 2465-2476. |
| [7] | LYU Jing, WU Zhiyong, GUO Xiaonong, FENG Yulan, LU Jianxiong, CHAI Weiwei. Optimization of fermented quinoa straw with lactic acid bacteria by response surface methodology [J]. Acta Agriculturae Zhejiangensis, 2022, 34(9): 1866-1876. |
| [8] | PENG Caiwang, ZHOU Ting, SUN Songlin, XIE Yelin, WEI Yuan. Calibration of parameters of black soldier fly in discrete method simulation based on response angle of particle heap [J]. Acta Agriculturae Zhejiangensis, 2022, 34(4): 814-823. |
| [9] | YANG Yeshuang, ZHANG Yingping, CHEN Yifan, ZHANG Jin, LI Huanhuan, CHEN Lihong, TANG Honggang, GAO Bin. Optimization of formulation of reconstituted liquid egg by response surface methodology [J]. Acta Agriculturae Zhejiangensis, 2022, 34(1): 153-162. |
| [10] | LIU Yanwei, ZHOU Xiao, YANG Qiliang, CHA Pinyuan. Effects of fertilization ratio and irrigation level on growth characteristics and incidence rate of Panax notoginseng [J]. Acta Agriculturae Zhejiangensis, 2021, 33(8): 1426-1435. |
| [11] | ZHANG Peng, ZHANG Xi, YANG Xueyan, LIU Yuanlin, LI Ru, LONG Ming, TIAN Xiaojing, ZHANG Fumei, CHEN Shien, MA Zhongren. Discriminant analysis of origin of Panax notoginseng and its main roots and lateral roots based on trace element analysis [J]. Acta Agriculturae Zhejiangensis, 2021, 33(7): 1300-1308. |
| [12] | CHEN Xiuxia, CHI Hongshu, XU Binfu, XIE Anhua, FANG Donglan, GONG Hui. Effects of oral Panax notoginseng saponins on immunity of large yellow croaker (Pseudosciaena crocea) [J]. Acta Agriculturae Zhejiangensis, 2021, 33(4): 610-617. |
| [13] | JIANG Xingcan, LI Bing, YANG Min, ZHANG Jiyu. Optimization of preparation technology and stability evaluation of sarafloxacin/β-cyclodextrin inclusion complex by response surface method [J]. Acta Agriculturae Zhejiangensis, 2021, 33(3): 404-412. |
| [14] | KE Yiqiang, GUO Penghui, MA Hongxin, YANG Xuhua, GAO Dandan, LIU Xiangjun, MA Zhongren, DING Gongtao. Rapid propagation system establishment of Lanzhou lily [J]. , 2020, 32(6): 1000-1008. |
| [15] | YANG Zhi, LI Wenyi, GAO Yuntao, XIONG Huabin, CHEN Yijian, YANG Huijuan. Optimization of extraction process of total flavonoids from Acerola cherry by response surface methodology and their antioxidant activities [J]. , 2020, 32(10): 1866-1872. |
| Viewed | ||||||
|
Full text |
|
|||||
|
Abstract |
|
|||||