WANG Jing

Associate Professor / Master's supervisor

Direction:Biodiversity

Research Area:生态遥感、多源遥感数据融合

Email: wangj895@mail.sysu.edu.cn

个人简介

王晶

性别：女

职称：副教授（“百人计划”）

导师类型：硕士生导师

学历：博士

研究方向：生态遥感、多源遥感数据融合

电子邮箱： wangj895@mail.sysu.edu.cn

本课题组诚邀感兴趣的研究生、联合培养的研究生、科研助理、博士后加入，欢迎同学们邮件联系！

研究兴趣

  1. 多尺度遥感监测森林生态系统的时空动态变化：利用多尺度遥感技术，监测森林单颗树冠物候、精细物种组成的时空动态变化模式，探究生物因子及非生物因子对森林生态系统时空动态变化的影响及机制，从而为应对全球气候变化提供可靠科学支撑；
  2. 微小卫星数据分析及应用：专注遥感前沿的微小卫星技术探索与研究，提供一系列普适性好、鲁棒性高的基于机器学习的数据处理方法，可实现高敏感度、精细化的地表覆盖动态变化监测；
  3. 多源遥感大数据融合：研究光学遥感数据的时间、空间、光谱一体化融合，以及光学与雷达数据等多元遥感数据融合等，发挥多源遥感数据的优势，获得信息量更丰富、质量更高的遥感大数据，用于灾害预警、生态评估、精准农业等。

教育经历

2014/08-2018/11，香港中文大学，太空与地球信息科学研究所，地球系统与地球信息科学专业，哲学博士

2011/09-2014/07，中国科学院，遥感与数字地球研究所 ，电子与通信工程专业，工学硕士

2007/09-2011/06，中南大学，地球科学与信息物理学院，测绘工程专业，工学学士

工作经历

2022/07-至今，中山大学，生态学院，“百人计划”副教授

2019/04-2022/06，香港大学，生物科学学院，博士后

学术兼职

《Remote Sensing in Ecology and Conservation》 Associate Editor (AE)

在研项目

深圳市高等院校稳定支持面上项目，2022.10-2025.09，主持

国家自然青年科学基金，2024.01-2026.12，主持

海外博士后专项，2024.05-，主持

发表论文

  • Jing Wang*, Yuanzhi Li, Md Mizanur Rahman, Buhang Li, Zhengbing Yan, Guangqin Song, Yingyi Zhao, Jin Wu*, Chengjin Chu* (2024). Unraveling the Drivers and Impacts of Leaf Phenological Diversity in a Subtropical Forest: A Fine-Scale Analysis using PlanetScope CubeSats. New Phytologist. https://doi.org/10.1111/nph.19850
  • Jing Wang#, Guangqin Song#, Michael Liddell, Patricia Morellato, Calvin K.F. Lee, Dedi Yang, Bruna Alberton, Matteo Detto, Xuanlong Ma, Yingyi Zhao, Henry C.H. Yeung, Hongsheng Zhang, Michael Ng, Bruce W. Nelson, Alfredo Huete, & Jin Wu* (2023). An ecologically-constrained deep learning model for tropical leaf phenology monitoring using PlanetScope satellites. Remote Sensing of Environment, 286, 113429.
  • Jing Wang, Calvin KF Lee, Xiaolin Zhu, Ruyin Cao, Yating Gu, Shengbiao Wu, Jin Wu* (2022). A new object-class based gap-filling method for PlanetScope satellite image time series，Remote Sensing of Environment, 280, 113136.  
  • Jing Wang, Dedi Yang, Shuli Chen, Xiaolin Zhu, Shengbiao Wu, Marc Bogonovich, Zhengfei Guo, Zhe Zhu, Jin Wu* (2021). Automatic cloud and cloud shadow detection in tropical areas for PlanetScope satellite images. Remote Sensing of Environment, 264, 112604.
  • Jing Wang, Dedi Yang, Matteo Detto, Bruce W. Nelson, Min Chen, Kaiyu Guan, Shengbiao Wu, Zhengbin Yan, and Jin Wu* (2020). Multi-scale integration of satellite remote sensing improves characterization of dry-season green-up in an Amazon tropical evergreen forest. Remote Sensing of Environment, 246, 111865.
  • Jing Wang, Bo Huang*, Hankui H. Zhang*, Peifeng Ma (2019). Sentinel-2A image fusion using a machine learning approach, IEEE Transactions on Geoscience and Remote Sensing, 57(12), 9589-9601.
  • Jing Wang and Bo Huang* (2018). A spatiotemporal satellite image fusion model with auto-regressive error correction (AREC), International Journal of Remote Sensing, 39(20), 6731-6756.
  • Jing Wang and Bo Huang* (2017). A rigorously-weighted spatiotemporal fusion model with uncertainty analysis, Remote Sensing, 9(10), 990.
  • Jing Wang, Junyong Fang*, Xue Liu, Dong Zhao, Qing Xiao (2014). A fast mosaic method for airborne images: the new Template-Convolution Speed-Up Robust Features (TSURF) algorithm, International Journal of Remote Sensing, 35(16), 5959-5970.
  • Guangqin Song, Shengbiao Wu, Calvin K.F. Lee, Shawn P. Serbin, Brett Wolfe, Michael K. Ng, Marc Bogonovich, Jing Wang, Ziyu Lin, Scott Saleska, Bruce W. Nelson, Alistair Rogers, and Jin Wu* (2022). Monitoring leaf phenology in moist tropical forests by applying a superpixel-based deep learning method to time-series images of tree canopies. ISPRS Journal of Photogrammetry and Remote Sensing, 183, 19-33.
  • Zhengbing Yan, Zhengfei Guo, Shawn P Serbin, Guangqin Song, Yingyi Zhao, Yang Chen, Shengbiao Wu, Jing Wang, Xin Wang, Jing Li, Bin Wang, Yuntao Wu, Yanjun Su, Han Wang, Alistair Rogers, Lingli Liu, Jin Wu* (2021). Spectroscopy outperforms leaf trait relationships for predicting photosynthetic capacity across different forest types. New Phytologist.
  • Shengbiao Wu, Jing Wang, Zhengbing Yan, Guangqin Song, Yang Chen, Qin Ma, Meifeng Deng, Yuntao Wu, Yingyi Zhao, Zhengfei Guo, Zuoqiang Yuan, Guanhua Dai, Xiangtao Xu, Xi Yang, Yanjun Su, Lingli Liu, and Jin Wu* (2021). Monitoring tree-crown scale autumn leaf phenology in a temperate forest with an integration of PlanetScope and drone remote sensing observations. ISPRS Journal of Photogrammetry and Remote Sensing, 171, 36-48.

发明专利

  • 王晶，吴锦；一种针对卫星时间序列影像的面向对象的填补方法；2022（申请号 202210055508.6）.