1.典型城市植被语义分割与碳储量估测,横向课题,主持,2025
2.基于深度核聚类的高分遥感影像建筑物阴影检测与去除方法研究,山东省自然科学基金,参与,2022-2025
3.亚大热点区域生态系统遥感综合监测,国家重点研发计划子课题,参与,2020-2023
4.输电线路无人机激光雷达数据处理与分析,横向课题,主持,2021-2022;
5.黄海海域环境数据分析,横向课题,主持,2020-2021
6.冬小麦生长过程对干旱胁迫的响应机制与灌溉模式优化研究,山东省自然科学基金,参与,2019-2021
1.Liu, Z., Cai, Y.*, Meng, S., Zhu, Z., Meng, X., Wang, X., & Sun, L. (2025). Global forecasting of atmospheric CO2concentrations using a hybrid STL-Prophet-LSTM model. International Journal of Sustainable Development & World Ecology, 32(4), 498–508(SCI检索)
2.王思超,蔡玉林*,朱子正,黄修东,赵相伟. XGBoost和DSCGAN模型协同的SMAP土壤水分降尺度方法[J].地球信息科学学报, 2024(EI检索)
3.蔡玉林,刘照磊,孟祥磊,等.基于HRNet和自注意力机制的多源遥感影像水稻提取[J].农业工程学报,2024(EI检索,卓越期刊)
4.李龙坤,蔡玉林,徐慧宇,刘照磊,王思超, &高洪振.基于卷积神经网络和数据融合的筏式养殖区提取.海洋学报, 2023(EI检索,卓越期刊)
5.Cai, Y.; Fan, P.; Lang, S.; Li,M.; Muhammad, Y.; Liu, A.Downscaling of SMAP Soil Moisture Data by Using a Deep Belief Network. Remote Sensing,2022(SCI检索)
6.Anmin Fu, Yulin Cai*, Tao Sun, Feng Li, Estimating the Impact of Land Cover Change on Soil Erosion Using Remote Sensing and GIS Data by USLE Model and Scenario Design, Scientific Programming, 2021(SCI检索)
7.Qin, Peng & Cai, Yulin* & Wang, Xueli. Small Waterbody Extraction With Improved U-Net Using Zhuhai-1 Hyperspectral Remote Sensing Images. IEEE Geoscience and Remote Sensing Letters.2021(SCI检索)
8.Peng Qin; Yulin Cai*; Jia Liu; Puran Fan.Multilayer Feature Extraction Network for Military Ship Detection from High-resolution Optical Remote Sensing Images.IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing,2021 (SCI检索)
9.何江浩,蔡玉林*,秦鹏,科学通报,二氧化碳的时空变化规律与影响因素分析[J],2020(EI检索,卓越期刊)
10.Yulin Cai, Gang Chen, Yali Wang, Li Yang.Impacts of Land Cover and Seasonal Variation on Maximum Air Temperature Estimation Using MODIS Imagery. Remote Sensing,2017(SCI检索)