姓名：丁文祥
职称：讲师
学术职衔：硕士生导师
研究方向：人工智能在海洋参量预报中的应用
电子邮箱：wxding@zjou.edu.cn
学术任职：中国海洋学会人工智能海洋学专业委员会委员
学习工作简历:
2010-09至2014-06 |
广东海洋大学，物理海洋学，学士 |
2014-09至2017-06 |
自然资源部第二海洋研究所, 物理海洋学，硕士 |
2017-07至2018-06 |
厦门大学海洋监测与信息服务中心，工程师 |
2018-09至2022-12 |
厦门大学, 物理海洋学,博士 |
2023-03至今 |
浙江海洋大学, 讲师 |
教学情况:
承担本科生课程《人工智能海洋学》
主持或承担科研项目:
1.国家自然科学基金委员会，青年基金项目，东海海洋热浪可预报性及藻华对海洋热浪响应规律研究，2025-01至2027-12，30万元，主持。
2.厦门大学技术服务横向项目，近岸赤潮短期预报模型优化，2025-10至2027-12，10万元，主持。
3.国家自然科学基金委员会，面上项目，海气相互作用导致夏季西北太平洋季节内振荡不对称性的机理研究，2026-01至2029-12，50万，参与。
发表论文:
Ding W.X., Zhang C.Y.,Chen Y.X., Mo J.R., Zeng R., Wu Q., 2025.Spatiotemporal trends of annual minimum sea surface temperature inthe Eastern China seas. Climate Dynamics. 63: 349.https://doi.org/10.1007/s00382-025-07833-2
Ding W.X., Wu Q., Chen Y.X., 2024. Trends of maximum annual sea surface temperature in the Eastern China Seas. Frontiers in Marine Science. 11: 1452125.https://doi.org/10.3389/fmars.2024.1452125
Ding W.X., Li C.L., 2024. Algal blooms forecasting with hybrid deep learning models from satellite data in the Zhoushan fishery. Ecological Informatics. 82: 102664.https://doi.org/10.1016/j.ecoinf.2024.102664
Ding W.X., Zhang C.Y., Li X.D., Zhang L.Y., Chen N.W., 2025. Enhanced Forecasting of Coastal Chlorophyll-a Through AdaBoost-optimized LSTM Models. Acta Oceanologica Sinica. 44(6): 1-16.https://doi.org/10.1007/s13131-025-2492-2
丁文祥,林晨旭,张彩云.机器学习算法在有害藻华早期预警模型的应用进展.海洋预报.2025,1-25.
Ding W.X., Zhang C.Y., Shang S.P., Li X.D., 2022. Optimization of deep learning model for coastal chlorophyll a dynamic forecast. Ecological Modelling. 467: 109913.https://doi.org/10.1016/j.ecolmodel.2022.109913
Ding W.X., Zhang C.Y., Shang S.P., 2022. The early assessment of harmful algal bloom risk in the East China Sea. Marine Pollution Bulletin. 178: 113567.https://doi.org/10.1016/j.marpolbul.2022.113567
Ding W.X., Zhang C.Y., Hu J.Y., Shang S.P., 2021. Unusual Fish Assemblages Associated with Environmental Changes in the East China Sea in February and March 2017. Remote Sensing. 13(9): 1768.https://doi.org/10.3390/rs13091768
Ding W.X., Liang C.J., Liao G.H., Li J.D., Lin F.L., Jin W.F., Zhu L.J., 2018. Propagation characteristics of near-inertial waves along the continental shelf in the wake of the 2008 Typhoon Hagupit in the northern South China Sea. Bulletin of Marine Science. 94(4): 1293-1311.https://doi.org/10.5343/bms.2017.1036
Zhang C.Y., Ding W.X., Zhang L.Y., 2024.Impacts of Missing Buoy Data on LSTM-Based CoastalChlorophyll-a Forecasting. Water. 16(21): 3046.https://doi.org/10.3390/w16213046
Zhang C.Y., Huang Y.,Ding W.X., 2020. Enhancement of Zhe-Min coastal water in the Taiwan Strait in winter. Journal of Oceanography. 76(3): 197-209.https://doi.org/10.1007/s10872-020-00539-5
丁文祥,梁楚进,廖光洪,高立宝.南极普里兹湾海域湍流扩散系数估计.海洋学研究.2017,35(01):14-24.
专利：
张彩云,丁文祥,李雪丁,张友权,李星,郑祥靖,郭民权,丁萍,陈金瑞,朱本璐,任在常. 神经网络模型输入参量降维方法及计算机可读存储介质.发明专利,专利号: ZL 2020 1 0903848.0,授权公告号:CN 112132259 B, 2024.3.5.
张彩云,丁文祥,武新娜,李雪丁,张友权,李星,郑祥靖,郭民权,丁萍,陈金瑞,朱本璐,任在常. 赤潮样本数据筛选方法及计算机可读存储介质.发明专利,专利号: ZL 2020 1 0902619.7,授权公告号:CN 112132190 B, 2024.1.26.
