1Two dimensional correlation spectroscopy combined with ResNet: Efficient method to identify bolete species compared to traditional machine learning

作者： Yan, Ziyun; Li, Jieqing; Liu, Honggao; Liu, Honggao; Li, Tao; Yan, Ziyun; Wang, Yuanzhong; SCI

机构： Yunnan Agr Univ, Coll Resources & Environm, Kunming 650201, Yunnan, Peoples R China; Yunnan Agr Univ, Coll Agron & Biotechnol, Kunming 650201, Yunnan, Peoples R China; Zhaotong Univ, Zhaotong 657000, Peoples R China; Yuxi Normal Univ, Coll Resources & Environm, Yuxi 653199, Peoples R China; Yunnan Acad Agr Sci, Inst Med Plants, Kunming 650223, Yunnan, Peoples R China;

来源：LWT-FOOD SCIENCE AND TECHNOLOGY

关键词： Bolete; FT-NIR; Chemometrics; 2DCOS; ResNet

年份：2022

2Application of Identification and Evaluation Techniques for Edible Mushrooms: A Review

作者： Yan, Ziyun; Li, Jieqing; Liu, Honggao; Wang, Yuanzhong; SCI

机构： Yunnan Agr Univ, Coll Resources & Environm, Kunming 650201, Yunnan, Peoples R China; Zhaotong Univ, Zhaotong, Peoples R China; Yunnan Acad Agr Sci, Inst Med Plants, Kunming 650223, Yunnan, Peoples R China;

来源：CRITICAL REVIEWS IN ANALYTICAL CHEMISTRY

关键词： Chromatography; deep learning; edible mushroom; quality evaluation; spectroscopic

3Superiority of two-dimensional correlation spectroscopy combined with ResNet in species identification of bolete

作者： Yan, Ziyun; Li, Jieqing; Liu, Honggao; Liu, Honggao; Zhang, Song; Yan, Ziyun; Wang, Yuanzhong; SCI

机构： Yunnan Agr Univ, Coll Resources & Environm, Kunming 650201, Peoples R China; Yunnan Agr Univ, Coll Agron & Biotechnol, Kunming 650201, Peoples R China; Zhaotong Univ, Zhaotong 657000, Peoples R China; Linshu Country Market Supervis Adm Shandong Prov, Linyi 276700, Peoples R China; Yunnan Acad Agr Sci, Inst Med Plants, Kunming 650223, Peoples R China;

来源：INFRARED PHYSICS & TECHNOLOGY

关键词： Bolete; Adulterate; FT-NIR; Random forest; 2DCOS; ResNet

年份：2022

4Qualitative and quantitative analysis of Lanmaoa asiatica in different storage years based on FT-NIR combined with chemometrics

作者： Yan, Ziyun; Li, Jieqing; Yan, Ziyun; Wang, Yuanzhong; Liu, Honggao; SCI

机构： Yunnan Agr Univ, Coll Resources & Environm, Kunming 650201, Peoples R China; Yunnan Acad Agr Sci, Med Plants Res Inst, Kunming 650223, Peoples R China; Zhaotong Univ, Zhaotong 657000, Peoples R China;

来源：MICROCHEMICAL JOURNAL

关键词： Lanmaoa asiatica; FT-NIR; HPLC; Chemometrics; Nucleoside; Content prediction

年份：2023