计算机学院
通讯地址:江苏科技大学梦溪校区计算机学院627
个人邮箱:14751600520@163.com
邮政编码:
办公地点:计算机学院425
传真:
张芮,女,1994年5月生,汉族,江苏宿迁人。
2012-2018年本硕就读于南京信息工程大学大气探测专业,后博士转专业到信息与通信工程,师从刘青山与刘光灿教授,发表若干篇篇遥感领域顶刊。
2021年12月份博士毕业,次年就职于江苏科技大学,担任计算机科学与技术系教师。现主持一项国家级项目和一项省级项目,项目主要研究内容为人工智能在台风监测与预报中的应用,包括不限于定位、强度路径预报、异常路径检测。
现招收硕士研究生,计算机科学与技术学硕,电子信息专硕(0854),欢迎报考,特别是对灾害天气预报和气象卫星分析感兴趣的同学。
气象遥感图像分析、深度学习、人工智能台风预报
国家自然科学基金委员会,青年基金项目,面向气象遥感图像特性的热带气旋强度预报方法研究,62206115,30万元,2023-1至2025-12,在研,主持
江苏自然科学基金委员会,青年基金项目,基于深度学习的热带气旋路径预报方法研究,2022-07-01 至 2025-06-30,20万元,在研,主持
国家自然科学基金委员会, 联合基金项目, U21B2049, 基于关键气象要素反演与降尺度的强对流天气 智能预报, 2022-01-01 至 2025-12-31, 253万元, 在研, 参与
刘青山,张芮,杭仁龙. 一种红外云图气旋检测分析方法及分析系统.专利号:CN109325960B已授权
C. Xie, R. Zhang and L. Yue, Determining Tropical Cyclone Centers in Western North Pacific Basin using a MBAF Model from Himawari-8 Satellite Images, in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, doi: 10.1109/JSTARS.2025.3570521. 中科院2区,JCR1区,IF 4.7.
R. Zhang, L. Zhou, L. Yue and Q. Liu, Predicting Tropical Cyclone Rapid Intensification in Western North Pacific Basin using a TDA-RI Model from Digital Typhoon Dataset, in IEEE Transactions on Geoscience and Remote Sensing, doi: 10.1109/TGRS.2024.3494255,中科院1区,JCR1区,CCF B
Rui Zhang, Yingjie Liu, Luhui Yue, Qingshan Liu and Renlong Hang. Estimating tropical cyclone intensity using a STIA model from Himawari-8 satellite images in the western North Pacific basin, IEEE Transactions on Geoscience and Remote Sensing, 2024. 中科院1区,JCR1区,CCF B
张芮等. 基于TCP-GAN的热带气旋路径预测,江苏科技大学学报(自然科学版),2023,录用.
Liu G, Zhang R, Hang R, et al. Statistical Downscaling of Temperature Distributions in Southwest China by Using Terrain-Guided Attention Network[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2023. (中科院2区TOP, IF5.5)
https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=10024787
刘英杰,张芮,刘青山,杭仁龙.融合定位信息的热带气旋强度估计,2022,中国图像图形学报,DOI::10.11834/jig.220348
Rui Zhang, Yingjie Liu, Qingshan Liu, Renlong Hang and Guangcan Liu. Forecasting tropical cyclone track using a TCTF-GAN from Himawari-8 satellite images in the western North Pacific basin. (IEEE Transactions on Geoscience and Remote Sensing在审)
R. Zhang, Q. Liu, and R. Hang. Tropical Cyclone Intensity Estimation Using Two-Branch Convolutional Neural Network from Infrared and Water Vapor Images[J]. IEEETransactions on Geoscience and Remote Sensing, vol. 58, no. 1, pp. 586-597, Jan. 2020, doi: 10.1109/TGRS.2019.2938204.(中科院1区,IF8.2)
Zhang R, Liu Q, Hang R, et al. Predicting Tropical Cyclogenesis Using a Deep Learning Method From Gridded Satellite and ERA5 Reanalysis Data in the Western North Pacific Basin[J]. IEEE Transactions on Geoscience and Remote Sensing, 2021, 60: 1-10.(中科院1区,IF8.2)
国家自然科学基金委员会,青年基金项目,面向气象遥感图像特性的热带气旋强度预报方法研究,62206115,30万元,2023-1至2025-12,在研,主持
江苏自然科学基金委员会,青年基金项目,基于深度学习的热带气旋路径预报方法研究,2022-07-01 至 2025-06-30,20万元,在研,主持
国家自然科学基金委员会, 联合基金项目, U21B2049, 基于关键气象要素反演与降尺度的强对流天气 智能预报, 2022-01-01 至 2025-12-31, 253万元, 在研, 参与
刘青山,张芮,杭仁龙. 一种红外云图气旋检测分析方法及分析系统.专利号:CN109325960B已授权
C. Xie, R. Zhang and L. Yue, Determining Tropical Cyclone Centers in Western North Pacific Basin using a MBAF Model from Himawari-8 Satellite Images, in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, doi: 10.1109/JSTARS.2025.3570521. 中科院2区,JCR1区,IF 4.7.
R. Zhang, L. Zhou, L. Yue and Q. Liu, Predicting Tropical Cyclone Rapid Intensification in Western North Pacific Basin using a TDA-RI Model from Digital Typhoon Dataset, in IEEE Transactions on Geoscience and Remote Sensing, doi: 10.1109/TGRS.2024.3494255,中科院1区,JCR1区,CCF B
Rui Zhang, Yingjie Liu, Luhui Yue, Qingshan Liu and Renlong Hang. Estimating tropical cyclone intensity using a STIA model from Himawari-8 satellite images in the western North Pacific basin, IEEE Transactions on Geoscience and Remote Sensing, 2024. 中科院1区,JCR1区,CCF B
张芮等. 基于TCP-GAN的热带气旋路径预测,江苏科技大学学报(自然科学版),2023,录用.
Liu G, Zhang R, Hang R, et al. Statistical Downscaling of Temperature Distributions in Southwest China by Using Terrain-Guided Attention Network[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2023. (中科院2区TOP, IF5.5)
https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=10024787
刘英杰,张芮,刘青山,杭仁龙.融合定位信息的热带气旋强度估计,2022,中国图像图形学报,DOI::10.11834/jig.220348
Rui Zhang, Yingjie Liu, Qingshan Liu, Renlong Hang and Guangcan Liu. Forecasting tropical cyclone track using a TCTF-GAN from Himawari-8 satellite images in the western North Pacific basin. (IEEE Transactions on Geoscience and Remote Sensing在审)
R. Zhang, Q. Liu, and R. Hang. Tropical Cyclone Intensity Estimation Using Two-Branch Convolutional Neural Network from Infrared and Water Vapor Images[J]. IEEETransactions on Geoscience and Remote Sensing, vol. 58, no. 1, pp. 586-597, Jan. 2020, doi: 10.1109/TGRS.2019.2938204.(中科院1区,IF8.2)
Zhang R, Liu Q, Hang R, et al. Predicting Tropical Cyclogenesis Using a Deep Learning Method From Gridded Satellite and ERA5 Reanalysis Data in the Western North Pacific Basin[J]. IEEE Transactions on Geoscience and Remote Sensing, 2021, 60: 1-10.(中科院1区,IF8.2)
国家自然科学基金委员会,青年基金项目,面向气象遥感图像特性的热带气旋强度预报方法研究,62206115,30万元,2023-1至2025-12,在研,主持
江苏自然科学基金委员会,青年基金项目,基于深度学习的热带气旋路径预报方法研究,2022-07-01 至 2025-06-30,20万元,在研,主持
国家自然科学基金委员会, 联合基金项目, U21B2049, 基于关键气象要素反演与降尺度的强对流天气 智能预报, 2022-01-01 至 2025-12-31, 253万元, 在研, 参与
刘青山,张芮,杭仁龙. 一种红外云图气旋检测分析方法及分析系统.专利号:CN109325960B已授权
C. Xie, R. Zhang and L. Yue, Determining Tropical Cyclone Centers in Western North Pacific Basin using a MBAF Model from Himawari-8 Satellite Images, in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, doi: 10.1109/JSTARS.2025.3570521. 中科院2区,JCR1区,IF 4.7.
R. Zhang, L. Zhou, L. Yue and Q. Liu, Predicting Tropical Cyclone Rapid Intensification in Western North Pacific Basin using a TDA-RI Model from Digital Typhoon Dataset, in IEEE Transactions on Geoscience and Remote Sensing, doi: 10.1109/TGRS.2024.3494255,中科院1区,JCR1区,CCF B
Rui Zhang, Yingjie Liu, Luhui Yue, Qingshan Liu and Renlong Hang. Estimating tropical cyclone intensity using a STIA model from Himawari-8 satellite images in the western North Pacific basin, IEEE Transactions on Geoscience and Remote Sensing, 2024. 中科院1区,JCR1区,CCF B
张芮等. 基于TCP-GAN的热带气旋路径预测,江苏科技大学学报(自然科学版),2023,录用.
Liu G, Zhang R, Hang R, et al. Statistical Downscaling of Temperature Distributions in Southwest China by Using Terrain-Guided Attention Network[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2023. (中科院2区TOP, IF5.5)
https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=10024787
刘英杰,张芮,刘青山,杭仁龙.融合定位信息的热带气旋强度估计,2022,中国图像图形学报,DOI::10.11834/jig.220348
Rui Zhang, Yingjie Liu, Qingshan Liu, Renlong Hang and Guangcan Liu. Forecasting tropical cyclone track using a TCTF-GAN from Himawari-8 satellite images in the western North Pacific basin. (IEEE Transactions on Geoscience and Remote Sensing在审)
R. Zhang, Q. Liu, and R. Hang. Tropical Cyclone Intensity Estimation Using Two-Branch Convolutional Neural Network from Infrared and Water Vapor Images[J]. IEEETransactions on Geoscience and Remote Sensing, vol. 58, no. 1, pp. 586-597, Jan. 2020, doi: 10.1109/TGRS.2019.2938204.(中科院1区,IF8.2)
Zhang R, Liu Q, Hang R, et al. Predicting Tropical Cyclogenesis Using a Deep Learning Method From Gridded Satellite and ERA5 Reanalysis Data in the Western North Pacific Basin[J]. IEEE Transactions on Geoscience and Remote Sensing, 2021, 60: 1-10.(中科院1区,IF8.2)
1、2012-2016 本科 南京信息工程大学 大气科学(大气探测方向)
2、2016-2018 硕士 南京信息工程大学 大气遥感与大气探测 导师陈钟荣
3、2018-2021 博士 南京信息工程大学 信息与通信工程 (硕博连读) 导师刘青山、刘光灿
《虚拟现实技术》、《舰船智能》