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陈镔捷
发布时间:2022-07-28    作者:

陈镔捷,男,19959月出生,博士,地理与空间信息技术系助理研究员。主要从事大数据与深度学习在大气环境遥感方面的研究,在国内外核心期刊发表论文数篇。

教育经历:

2017.09–2022.06,获得浙江大学农学博士学位(硕博连读),所学专业:农业遥感与信息技术

2013.09–2017.06,获得浙江大学理学学士学位,所学专业:资源环境科学

工作经历:

20227月至今宁波大学地理与空间信息技术系助理研究员

发表论文:

[1] Binjie Chen, Yang Ye, Cheng Tong, Jinsong Deng*, Ke Wang, Yang Hong. A novel big data mining framework for reconstructing large-scale daily MAIAC AOD data across China from 2000 to 2020. GIScience & Remote Sensing, 2022, 59, 670–685.

[2] Binjie Chen, Shixue You, Yang Ye, Yongyong Fu, Ziran Ye, Jinsong Deng*, Ke Wang, Yang Hong. An Interpretable Self-Adaptive Deep Neural Network for Estimating Daily Spatially-Continuous PM2.5 Concentrations across China. Science of the Total Environment, 2021, 768, 144724.

[3] Binjie Chen, Yi Lin, Jinsong Deng*, Zheyu Li, Li Dong, Yibo Huang, Ke Wang. Spatiotemporal dynamics and exposure analysis of daily PM2.5 using a remote sensing-based machine learning model and multi-time meteorological parameters. Atmospheric Pollution Research, 2021, 12, 23–31.

[4] 陈镔捷, 叶扬, 林溢, 游诗雪, 邓劲松*, 杨武,王珂. 耦合注意力机制DNNPM2.5估算及时空特征分析. 遥感学报, 2022, 26(5), 1027–1038.

[5] Shixue You, Qiming Zheng, Binjie Chen, Zhihong Xu, Yue Lin, Muye Gan, Congmou Zhu, Jinsong Deng*, Ke Wang. Identifying the spatiotemporal dynamics of forest ecotourism values with remotely sensed images and social media data: A perspective of public preferences. Journal of Cleaner Production, 2022, 341(6), 130715.

 

 

 

 

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