Publication database KNMI

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

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  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. A pseudo global warming based system to study how climate change affects high impact rainfall events

    Assessing the influence of climate change on extreme (convective) rainfall is challenging. In par...

    Lenderink, G., H. de Vries, E. van Meijgaard, W. de Rooy, L. van Ulft, V. Thompson, X. Qiu, and H. J. Fowler | Weather and Climate Extremes | 2025 | 49
  3. 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
  4. Chapter 2: Retrieval of aerosol optical depth from satellite observations: Accuracy assessment, limitations, and usage recommendations over South Asia.

    The evaluation of satellite-based aerosol optical depth (AOD) is essential for several applicatio...

    P.17 Bilal, M., Mhawish, A., Ali, A., Qiu, Z., de Leeuw, G. and Kumar, M. | 2023
  5. Accuracy assessment of CAMS and MERRA-2 reanalysis PM2.5 and PM10 concentrations over China

    Rapid industrialization and urbanization significantly contribute to air pollution in China. Esse...

    Ali, M.A., Bilal, M., Wang, Y., Nichol, J.E., Mhawish, A., Qiu, Z., de Leeuw, G., Zhang, Y., Zhan, Y., Liao, K., Almazroui, M., Dambul, R., Shahid, S., Islam, N. | Atmospheric Environment | 2022 | 288
  6. Spatiotemporal changes in aerosols over Bangladesh using 18 years of MODIS and Reanalyses data.

    In this study, combined Dark Target and Deep Blue (DTB) aerosol optical depth at 550 nm (AOD550 n...

    Ali, M.A. Bilal, M., Wang, Y., Qiu, Z., Nichol, J.E., Mhawish, A., de Leeuw, G., Zhang, Y., Shahid, S., Almazroui, M., Islam, M.N., Rahman, M.A., Mondol, S.K., Tiwari, P., Khedher, K.M. | Journal of Environmental Management | 2022 | 35
  7. Integration of Surface Reflectance and Aerosol Retrieval Algorithms for Multi‐Resolution Aerosol Optical Depth Retrievals over Urban Areas.

    The SEMARA approach, an integration of the Simplified and Robust Surface Reflectance Estimation ...

    Bilal, M.; Mhawish, A.; Ali, A.; Nichol, J.E.; de Leeuw, G.; Mazhar, U.; Qiu, Z.; Bleiweiss, M.P.; Nazeer, M. | Remote Sensing | 2022 | 14
  8. Evaluation and comparison of CMIP6 models and MERRA-2 reanalysis AOD against Satellite observations from 2000 to 2014 over China

    Rapid industrialization and urbanization along with a growing population are contributing signifi...

    A. Ali, M. Bilal, Y. Wang, Z. Qiu, J.E. Nichol, G. de Leeuw, S. Ke, A. Mhawish, M.Almazroui, U. Mazhar, B. Asmerom Habtemicheal, M. Nazrul Islam | GeoscienceFrontiers | 2021
  9. Air pollution scenario over Pakistan: Characterization and ranking of extremely polluted cities using long-term concentrations of aerosols and trace gases.

    Pakistan ranks third in the world in terms of mortality attributable to air pollution, with aeros...

    Bilal, M., A. Mhawish, J.E. Nichol, Z. Qiu, M. Nazeer, Md. A. Ali, G. de Leeuw, R.C. Levy, Y. Wang, Y. Chen, L. Wang, Y. Shi, M.P. Bleiweiss, U. Mazhar, L. Atique, S. Ke | Remote Sensing of Environment | 2021
  10. Uncertainty in Aqua-MODIS Aerosol Retrieval Algorithms during COVID-19 Lockdown.

    — This letter reports uncertainties in the AquaModerate Resolution Imaging Spectroradiometer (MOD...

    Bilal, M., Qiu, Z., Nichol, J.E., Mhawish, A., Ali, M.A., Khedher, K.M., de Leeuw, G., Yu, W., Tiwari. P., Nazeer, M., and Bleiweiss, M.P. | IEEE Geoscience and Remote Sensing Letters | 2021
  11. Variations of Carbon Monoxide and Nitrogen Dioxide column concentrations of China in 2003 using the TM5 simulation results

    Y Zhang, P Zhang, J Kuenen, X Zhang, X Li, H Qiu, W Wang | published | Remote Sensing Information | 2007