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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. Extended aerosol and surface characterization from S5P/TROPOMI with GRASP algorithm. Part II: Global validation and Intercomparison

    This paper is the second part of companion papers describing the development of GRASP approach fo...

    Cheng Chen, Pavel Litvinov, Oleg Dubovik, Lukas Bindreiter, Christian Matar, David Fuertes, Anton Lopatin, Tatyana Lapyonok, Verena Lanzinger, Andreas Hangler, Michael Aspetsberger, Martin de Graaf, Lieuwe Gijsbert Tilstra, Piet Stammes, Alexandru Dandocsi, Daniele Gasbarra, Elody Fluck, Claus Zehner, Christian Retscher | Remote Sensing of Environment | 2024 | 313