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Publication database KNMI

The publication database contains the (co-)authored publications in scientific journals, KNMI reports and other publications

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Publications

  1. An efficient transformer-based aerosol retrieval algorithm for the polarization crossfire (PCF) satellite senor suite: development and validation

    Multi-angle polarimetric (MAP) satellite observations provide information on aerosol optical and ...

    Haoran Gu , Zhengqiang Li , Yan Ma , Luo Zhang , Cheng Chen , Gerrit de Leeuw , Zihan Zhang , Cheng Fan , Li Li , Zhenwei Qiu , Zhenhai Liu , Jin Hong , Qian Yao , Zhe Ji | Journal of Quantitative Spectroscopy & Radiative Transfer | 2026 | 351
  2. An algorithm for aerosol optical properties retrieval over the ocean accelerated by a neural network from single-view multispectral measurements of intensity and polarization

    Monitoring aerosols over the oceans is critical for understanding Earth’s climate and air quality...

    Zhe Ji, Zhengqiang Li; Cheng Fan; Cheng Chen; Zhenwei Qiu; Zhenhai Liu; Haoran Gu; Qian Yao; Gerrit de Leeuw | IEEE Transactions on Geoscience and Remote Sensing . | 2025 | 63
  3. Time series retrieval of Multi-wavelength Aerosol optical depth by adapting Transformer (TMAT) using Himawari-8 AHI data

    Accurate aerosol optical depth (AOD) with high temporal resolution is required for dynamic monito...

    Lu She, Zhengqiang Li, Gerrit de Leeuw, Weile Wang, Yujie Wang, Lu Yang, Zixian Feng, Chen Yang, Yun Shi | Remote Sensing of Environment | 2024 | 305