Gender:Male
Date of Employment:2022-01-18
E-Mail:chenjinyue@sdu.edu.cn
Business Address:山东省青岛市即墨区滨海路72号图书馆915-7室
Contact Information:chenjinyue@sdu.edu.cn, chenjinyue2008@foxmail.com

陈金月

Research Associate

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Degree:Doctoral Degree in Science
Education Level:With Certificate of Graduation for Doctorate Study
Alma Mater:中国科学院广州地球化学研究所
Status:Employed
Title:Research Associate
School/Department:环境研究院

Biography

主要从事水环境大数据诊断和生态效应分析研究。针对新时期水质污染形势严峻、生态环境脆弱但定量遥感和环境演变机制研究不足，拓展了遗传神经网络、随机森林、LSTM等机器学习算法在水环境大数据分析中应用，评估了不同空间尺度下(流域、城市、区域)的水环境质量，并对其驱动要素展开了深入分析。目前，已发表学术论文10余篇，授权发明专利10余项，曾获2023年测绘科学技术一等奖、2022年度生产力促进(创新发展)二等奖、Wiley开放科学2022年度高贡献作者、2022年度山东省智慧海洋科研创新实践大赛三等奖（优秀指导教师）等奖励。近期主要成果：[1] Jinyue Chen, Shuisen Chen*, Rao Fu, Dan Li, Hao Jiang, Chongyang Wang, Yongshi Peng, Kai Jia, Brendan J. Hicks. Remote sensing big data for water environment monitoring: current status, challenges, and future prospects [J].Earth’s Future, 2022,10, e2021EF002289.[2] Jinyue Chen, Shuisen Chen*, Rao Fu, Chongyang Wang, Dan Li, Yongshi Peng, Li Wang, Hao Jiang, Qiong Zheng. Remote Sensing Estimation of Chlorophyll-A in Case-II Waters of Coastal Areas: Three-Band Model Versus Genetic Algorithm–Artificial Neural Networks Model [J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing,2021,14:3640-3658.[3] Jinyue Chen, Shuisen Chen*, Rao Fu, Chongyang Wang, Dan Li, Hao Jiang, Jing Zhao, Li Wang, Yongshi Peng, Yan Mei. Simulation of water hyacinth growth area based on multi-source geographic information data: An integrated method of WOE and AHP [J]. Ecological Indicators,2021,125:107574. [4] Zhenyu Gao, Jinyue Chen*, Guoqiang Wang, Shilong Ren, Lei Fang, Yinglan A, Qiao Wang. A novel multivariate time series prediction of crucial water quality parameters with Long Short-Term Memory (LSTM) networks [J]. Journal of Contaminant Hydrology,2023,259:104262.[5] Wenlong Hou#, Jinyue Chen#, Maoxia He*, Shilong Ren, Lei Fang, Chongyang Wang*, Peng Jiang, Wanting Wang. Evolutionary trends and analysis of the driving factors of Ulva prolifera green tides: A study based on the random forest algorithm and multisource remote sensing images[J]. Marine Environmental Research,2024,198:106495.[6] 陈金月，陈水森，王重洋，付娆，李丹，彭咏石，王力，郑琼，姜浩. 基于遗传神经网络模型的叶绿素a遥感反演方法和装置. 发明专利, 2020年11月, ZL202011339597.4[7] 陈金月，侯文龙，何茂霞，王国强，房磊，任世龙，门计林，王桥. 基于多元光学特征融合的紫菜养殖区遥感提取方法及系统. 发明专利, 2024年3月, ZL202410371956.6[8] 陈金月，侯文龙，何茂霞，王国强，任世龙，房磊，王新锋，张庆竹，王桥. 浒苔绿潮遥感监测方法、系统、设备、介质及程序产品. 发明专利, 2024年7月, ZL202410993711.7[9] 陈水森，陈金月*，付娆，王重洋，赵晶，周慧，彭咏石，李丹，姜浩. 一种水浮莲入侵分布区预测方法及系统. 发明专利, 2020年3月, ZL201911402302.0

Education
  • 2010.9 -- 2014.7
    齐齐哈尔大学 , 资源环境与城乡规划管理  , Bachelor's Degree in Science
  • 2014.9 -- 2017.6
    四川师范大学 , 地图学与地理信息系统  , Master's Degree in Science
  • 2018.9 -- 2022.1
    中国科学院大学 , 环境科学  , Doctoral Degree in Science
Professional Experience
  • 2017.07 -- 2018.07
    广东省科学院生态环境与土壤研究所 , 科研助理
  • 2022.01 -- Now
    山东大学环境研究院 , 助理研究员
Social Affiliations
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Research Focus
Research Group

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