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个人信息Personal Information
教授
博士生导师
硕士生导师
教师拼音名称：He Yi
出生日期：1987-03-08
电子邮箱：
入职时间：2016-07-01
所在单位：测绘与地理信息学院
学历：博士研究生毕业
办公地点：兰州交通大学测绘与地理信息学院
性别：男
联系方式：13919155269，邮箱：heyi@mail.lzjtu.cn
学位：博士学位
在职信息：在职
毕业院校：兰州大学
- Yi He, Sheng Yao, Wang Yang, Haowen Yan*, Lifeng Zhang, Zhiqing Wen, Yali Zhang and Tao Liu. A extraction method for glacial lakes based on Landsat-8 OLI imagery using an improved U-Net network. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 2021, vol 14, pp, 6544-6558.(JCR Q1, 中科院 SCI 2区, IF=5.5,TOP).
- Yi He, Youdong Chen, Wenhui Wang et al., TS-InSAR analysis for monitoring ground deformation in Lanzhou New District, the loess Plateau of China, from 2017 to 2019, Advances in Space Research, 2020, 67(4): 1267-1283.(JCR Q1, 中科院 SCI 3区, IF=2.6).
- Qing Zhang, Yi He, Lifeng Zhang, Jiangang Lu, Binghai Gao, Wang Yang, Hesheng Chen, Yalei Zhang. A landslide susceptibility assessment method considering the similarity of geographic environments based on graph neural network. Gondwana Research, 2024. DOI:10.1016/j.gr.2024.04.013. (JCR Q1, 中科院SCI 1区, IF=8.6, TOP).
- Liu, Y., He, Y., Yang, W., Zhang, L. Spatio-temporal characteristics and driving mechanism of alpine peatland InSAR surface deformation-A case study of Maduo County, China. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.2024,（17）：4492-4514. (JCR1区，中科院二区topSCI,IF=5.5).
- Li, H.Z., He, Y.*, Zhang, L.F., et al. Spatiotemporal changes of Gross Primary Production in the Yellow River Basin of China under the influence of climate-driven and human-activity. Global Ecology and Conservation, 2023, 46, e02550. (JCR Q1, 中科院2区).
- Binghai Gao, Yi He*, Xueye Chen, et al. Landslide risk evaluation in Shenzhen based on stacking ensemble learning and InSAR. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2023. (JCR Q1, 中科院2区，IF=5.5, TOP).
- Hesheng Chen, Yi He*, Lifeng Zhang, et al. A multi-input channel U-Net landslide detection method fusing SAR multi-source remote sensing data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. (JCR Q1,中科院SCI 2区，IF=5.5, TOP).
- Sheng Yao, Yi He*, Lifeng Zhang*, Wang Yang, Yi Chen, Qiang Sun, Zhan’ao Zhao,Shengpeng Cao. A ConvLSTM Neural Network Model for Spatiotemporal Prediction of Mining Area Surface Deformation Based on SBAS-InSAR Monitoring Data. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61, 5201722.（JCR1区, 中科院SCI 1区, IF=8.125, TOP）.
- Shengpeng Cao , Yi He*, Lifeng Zhang, Qiang Sun, Yali Zhang, Hongzhe Li , Xiao Wei, Yaoxiang Liu. Spatiotemporal dynamics of vegetation net ecosystem productivity and its response to drought in Northwest China. GIScience & Remote Sensing, 2023. （JCR 1区，中科院SCI 2区，IF=6.397）.
- Hesheng Chen, Yi He*, Lifeng Zhang, Sheng Yao, Wang Yang, Yumin Fang, Yaoxiang Liu, Binghai Gao. A landslide extraction method of channel attention mechanism U-Net network based on Sentinel-2A remote sensing images. International Journal of Digital Earth, 2023.(JCR 1区，中科院SCI 1区，IF=5.1，TOP).
- Wang Yang, Yi He*, Lifeng Zhang, Sheng Yao, Zhiqing Wen, Shengpeng Cao, Zhanao Zhao, Yi Chen and Yali Zhang. A Deep Convolutional Neural Network With Multiscale Feature Dynamic Fusion for InSAR Phase Filtering. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2022, vol. 15, pp. 6687-6710. (JCR Q1, 中科院 SCI 2区, IF=5.5, TOP).
- Zhiqing Wen, Yi He*, Sheng Yao, Wang Yang, Lifeng Zhang. A Self-attention Multi -Scale Convolutional Neural Network Method for SAR Image Despeckling, International Journal of Remote Sensing, 2023.（JCR2区，中科院SCI 3区，IF=3.531）.
- Shengpeng Cao, Lifeng Zhang, Yi He*, Yali Zhang, Yi Chen, Sheng Yao, Wang Yang, Qiang Sun, Effects and contributions of meteorological drought on agricultural drought under different climatic zones and vegetation types in Northwest China, Science of The Total Environment, Volume 821, 2022.(JCR 1区，中科院 SCI 1区, IF=10.753, TOP，ESI高被引论文).
- Zhan'ao Zhao, Yi He*, Sheng Yao, Wang Yang, Wenhui Wang,Lifeng Zhang, Qiang Sun. Comparative study of different neural network models for landslide susceptibility mapping, Advances in Space Research, 2022. (JCR Q1, 中科院 SCI 3区, IF=2.6).
- Shengpeng Cao,Yi He*, Lifeng Zhang, et al. Spatiotemporal characteristics of drought and its impact on vegetation in the vegetation region of Northwest China. Ecological Indicators. 2021, 133, 108420. (JCR Q1, 中科院 SCI 2区, IF=6.9, TOP.