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，授权专利9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] Wanting Wang, Jinyue Chen, Lei Fang*, Yinglan A, Shilong Ren, Jilin Men, Guoqiang Wang. Remote sensing retrieval and driving analysis of phytoplankton density in the large storage freshwater lake: A study based on Random Forest and Landsat-8 OLI [J]. Journal of Contaminant Hydrology,2024,261:104304
[7] Rao Fu, Gui Jin*, Jinyue Chen, Yuyao Ye. The effects of poverty alleviation investment on carbon emissions in China based on the multiregional input–output model [J]. Technological Forecasting & Social Change, 2021,162:120344.
[8] 陈金月，陈水森*，付娆，尹小玲，王重洋，李丹，彭咏石. 广东省水质现状及驱动因素分析[J].生态学报,2022,42(19):1-11.
[9] 陈金月，王石英*. 岷江上游生态环境脆弱性评价[J].长江流域资源与环境,2017,26(03):471- 479.
[10] 彭咏石，陈水森*，陈金月，赵晶，王重洋，官云兰. 基于连续小波系数的叶绿素a浓度估测模型[J]. 激光与光电子学进展, 2021,58(8): 28002.
[11] 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
[12] 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
[13] 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
[14] 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
