教师名录

常丽英
       职称:副教授

所属学科: 园艺学

研究方向:

(1)园艺作物模型和专家系统

(2)设施作物智能化管理和环境调控

(3)园艺作物生理生态

电话:021-34206932

电子信箱: changly@sjtu.edu.cn

联系地址:上海市东川路800号

 

个人简介:   

2007年7月毕业于南京农业大学农学院,获得农学博士学位。2007年8月开始在上海交通大学农业与生物学院工作。2012年5月至2013年5月作为访问学者,在荷兰Wageningen大学植物科学系Horticultural Production Chains Group从事园艺作物模型TOMSIM的合作研究。

 

研究项目:

1. 上海市农委科技兴农项目,基于AI技术智能识别与防治病虫草害的移动系统开发及应用(02-08-00-10-F01115),2019-2022.参加

2. 上海市农委科技兴农项目,绿叶蔬菜产销智能化控制技术示范应用(沪农科推字(2018)第3-1号),2018-2022.参加

3. 上海市科委“科技创新行动计划”项目,基于作物环境协同反馈的绿叶菜智能施肥装备及技术研究(16391901700),2016-2019.参加

4. 上海市农委科技兴农项目,“互联网+”在农业领域的应用(沪农科推字(2017)第3-8-4号),2017-2020.参加

5. 上海市农委科技兴农项目,菜田化肥、农药减施增效技术集成示范与推广(沪农科推字(2017)第1-3号),2017-2020.参加

6. 国家自然科学基金项目“基于计算机视觉测量的温室网纹甜瓜果实生长发育过程模拟研究(31000669)”2014-2018.主持

7. 教育部留学回国人员基金项目,基于纹理特征的温室网纹甜瓜果实糖分的预测模拟(14Z102050012),2013-2014.主持

8. 国家自然科学基金项目“温室网纹甜瓜果实表型对水分的响应及其品质形成模拟(31471411)”,2011-2013.主持

9. 上海市科委项目,盆栽蔬菜生态化种植关键技术研究与示范(11391900600),2011-2014.参加

10. 国家科技部“863”项目,设施农业数字化管理与精准化作业技术研究 ( 2012AA101903),2012-2015. 参加

11. 国家科技部“863”重大项目,设施农业精准生产技术系统构建与应用示范(2006AA10A311),2006-2010. 参加 

12. 国家科技部“863”项目,三种设施作物生长发育过程模拟和仿真技术研究(2006AA10Z221),2006-2010. 参加

 

主要成果: 

科研论文

1. Liying Chang, Yilu Yin, Jialin Xiang, Qian Liu, Daren Li and Danfeng Huang. A phenotype-based approach for the substrate water status forecast of greenhouse netted muskmelon. [J]. Sensors,2019,19 (12), 2673.

2. Xiong X, Zhang J, Guo D, Chang L* and Huang D*. Non-invasive Sensing of Nitrogen in Plant using Digital Images and Machine Learning for Brassica campestris ssp. chinensis L. [J]. Sensors,2019,19 (11), 2448.

3. Liu Qian, Li Daren, Niu Qingliang, Huang Danfeng Chang Liying*. Non-destructive monitoring of netted muskmelon quality based on its external phenotype with Random Forest. PLOS ONE,2019,14 (8), e0221259.

4. CHANG Li-ying, HE San-peng, LIU Qian, XIANG Jia-lin, HUANG Dan-feng. Quantifying muskmelon fruit attributes with A-TEP-based model and machine vision measurement. Journal of Integrative Agriculture 2018, 17(6): 1369-1379.

5. Xin Xiong, Liying Chang, Muhammad Khalid, Jingjin Zhang and Danfeng Huang. Alleviation of Drought Stress by Nitrogen Application in Brassica campestris ssp. Chinensis L. Agronomy, 2018, 8, 66: 1-15.

6. Pengli Li, Jinyang Weng, Qing Zhang, Liyao Yu, Qi Yao, Liying Chang and Qingliang Niu, Physiological and biochemical responses of Cucumis melo L. chloroplasts to low-phosphate stress. Frontiers in plant science, 2018, 9:1525.

7. Xiong X, Chang LY, Zhang JJ, Huang DF. Nitrogen uptake and metabolism of Brassica campestris ssp. chinensis L. in response to water deficiency. International Horticultural Congress, IHC, 2018.

8. Xiong X, Chang LY, Zhang JJ, Huang DF. Dynamics of Nitrogen Accumulation and Demand Analysis in Pak Choi. The XVIII International plant nutrition colloquium, IPNC, 2017.

9. Doudou Guo, Jiaxiang Juan, Liying Chang, Jingjin Zhang & Danfeng Huang Discrimination of plant root zone water status in greenhouse production based on phenotyping and machine learning techniques. Scientific reports, 2017, 7(1): 8303.

10. Li-ying Chang, San-peng He, Ming-han Chi, Dan-feng Huang. Temperature-driven growth shape simulation and model of greenhouse melon leaves. Mathematical and Computer Modelling, 2011, 54: 1175-1180.

11. Chang Liying, NiuQingliang, Miao Yubin, He Sanpeng, Cui Chong, Huang Danfeng. Modeling study of fruit morphological formation in melon. Agricultural Sciences in China, 2011, 10(5): 101-105.

12. Li-ying Chang, Dan-feng Huang. Development of morphogenesis model-based dynamic growth system in greenhouse muskmelon. IEEE 2010 2nd international workshop on intelligent systems and applications, May 22-23, 2010, Wuhan China, pp: 1144-1148.

13. Liying Chang, Sanpeng He, Minghan Chi andDanfeng Huang. A simulation model on leaf color dynamic changes in greenhouse muskmelon under different cultivars and organic fertilizer rates. ActaHorticulturae, 2011, 893(2): 1117-1124.

14. Lei Li, Liying Chang, ShunkuiKe, Danfeng Huang. Multifractal analysis and lacunarity analysis: A promising method for theautomated assessment of muskmelon (Cucumismelo L.) epidermis netting. Computers and Electronics in Agriculture, 2012, 88: 72–84.

15. Yirong Wei, Liying Chang, Lei Li,ShunkuiKe, QingliangNiu, Danfeng Huang. Prediction of sugar content in greenhouse muskmelon based on machine vision. ActaHorticulturae, 2012, 173-178.

16. Y. Zhu, L. Chang, L. Tang, H. Jiang, W. Zhang, W. Cao. Modelling leaf shape dynamics in rice. NJAS -Wageningen Journal of Life Sciences, 2009, 57:73-81.

17. Zhu, Yan, Chang, Liying, Tang, Liang, Gu, Dongxiang, Cao, Weixing. Modeling leaf color dynamic in rice plant based on spad value. World Automation Congress (WAC), 2010, Page(s): 173-183.

18. 向佳琳,李达仁,刘 倩,黄丹枫,常丽英.基于冠层光谱与表型信息融合的温室网纹甜瓜水分预测模型.上海交通大学学报,2019, 37(1):6-11.

19. 刘 倩,李达仁,熊鑫,牛庆良,黄丹枫,常丽英.基于机器学习和环境因子的温室网纹甜瓜纹理特征的预测.上海交通大学学报,2019, 37(2):76-89.

20. 张样平,常丽英,黄丹枫,薛飞,刘佳,刘秀云,魏海燕.日光型植物工厂绿叶蔬菜轨道式高效栽培与效益分析.中国蔬菜,2019(9):89-92. 

21. 向佳琳,姚鑫锋,刘 倩,黄丹枫,常丽英.基于高光谱的温室网纹甜瓜不同叶位叶片含水率监测.江苏农业科学,2018,46(4):105-109.

22. 杨丹妮,常丽英,沈海斌,李建勇,黄丹枫. 基于水肥耦合模型的上海地区设施番茄水肥方案研究.上海农业学报,2017,33(4):82-89.

23. 杨丹妮,常丽英,沈海斌,李建勇,黄丹枫. 上海市设施番茄水肥管理现状与发展建议.中国蔬菜,2016(2):11-16.

24. 李梅玲,常丽英,张凯,黄丹枫. 灌溉量对鸡毛菜生长和品质的影响. 长江蔬菜,2014,10:27-31.

25. 崔 冲,常丽英,何三鹏,黄丹枫. 水分对温室网纹甜瓜植株形态与干物质分配影响的模拟. 上海交通大学学报,2012, 30(3):65-71.

26. 何三鹏,常丽英,崔 冲,黄丹枫.水分对温室网纹甜瓜叶面积指数影响的模拟.上海交通大学学报,2011, 29(3):69-75.

27. 迟明韩,常丽英,黄丹枫. 温度驱动的温室甜瓜节间和茎叶夹角动态生长过程模拟. 上海交通大学学报,2009, 27(5):21-27.

28. 常丽英,汤亮,顾东祥,杨杰,曹卫星,朱艳. 水稻叶鞘和节间生长过程的动态模拟.南京农业大学学报,2008,31(3):19-25

29. 常丽英,汤亮,曹卫星,朱艳. 水稻地上部单位器官物质分配过程的定量模拟. 中国农业科学,2008,41(4):986-993

30.  常丽英,顾东祥,张文宇,杨杰,朱艳,曹卫星. 基于过程的水稻叶片生长动态模拟模型. 作物学报,2008,34(2):311-317

31. 常丽英,张文宇,张玉屏,顾东祥,姚鑫锋,朱艳,曹卫星. 水稻叶色变化动态的模拟模型研究. 作物学报,2007,33(7):1108-1115

 

近期代表性论文:

1.  Liying Chang, Yilu Yin, Jialin Xiang, Qian Liu, Daren Li and Danfeng Huang. A phenotype-based approach for the substrate water status forecast of greenhouse netted muskmelon. [J]. Sensors,2019,19 (12), 2673.

2.  Xiong X, Zhang J, Guo D, Chang L* and Huang D*. Non-invasive Sensing of Nitrogen in Plant using Digital Images and Machine Learning for Brassica campestris ssp. chinensis L. [J]. Sensors,2019,19 (11), 2448.

3.  Liu Qian, Li Daren, Niu Qingliang, Huang Danfeng Chang Liying*. Non-destructive monitoring of netted muskmelon quality based on its external phenotype with Random Forest. PLOS ONE,2019,14 (8), e0221259.

4.  CHANG Li-ying, HE San-peng, LIU Qian, XIANG Jia-lin, HUANG Dan-feng. Quantifying muskmelon fruit attributes with A-TEP-based model and machine vision measurement. Journal of Integrative Agriculture 2018, 17(6): 1369-1379.

5.  Xin Xiong, Liying Chang, Muhammad Khalid, Jingjin Zhang and Danfeng Huang. Alleviation of Drought Stress by Nitrogen Application in Brassica campestris ssp. Chinensis L. Agronomy, 2018, 8, 66: 1-15.

 

代表性授权发明专利:

1. 专利名称:一种测量叶片花青素含量的方法,授权号:ZL201610430577.5

2. 专利名称:日光型多层潮汐式绿叶菜工厂化生产系统,授权号:ZL201410443468.8

3. 专利名称:网纹甜瓜果实表型提取与量化方法,授权号:ZL2012105638560.

 

软件著作权:

1. 软件名称:基于Java Web平台的番茄水肥管理专家系统,登记号:2018SR812892

2. 软件名称:基于Java Web平台的甜瓜水肥智能决策系统,登记号:2017SR634912

3. 软件名称:温室甜瓜水肥管理系统V1.0,登记号:  2015SR015280 

4. 软件名称:青菜生产水肥药管理系统,登记号:  2011SR048719 

5. 软件名称:基于形态模型的温室网纹甜瓜动态生长模拟系统,登记号: 2010SR015664

6. 软件名称:温室网纹甜瓜可视化生长系统,登记号: 2010SR059887

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