Publication database KNMI

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

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  1. Deep Learning for Solar Irradiance Nowcasting: A Comparison of a Recurrent Neural Network and Two Traditional Methods

    This paper aims to improve short-term forecasting of clouds to accelerate the usability of solar ...

    Dennis Knol, Fons de Leeuw, Jan Fokke Meirink, Valeria V. Krzhizhanovskaya | 2021
  2. 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
  3. Multi-dimensional satellite observations of aerosol properties and aerosol types over three major urban clusters in eastern China

    Using 14 years (2007–2020) of data from passive (MODIS/Aqua) and active (CALIOP/CALIPSO) satellit...

    Liu, Y., Lin, T., Hong, J., Wang, Y., Shi, L., Huang, Y., Wu, X., Zhou, H., Zhang, J., and de Leeuw, G. | Atmos. Chem. Phys. | 2021
  4. 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
  5. 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
  6. AEROCOM and AEROSAT AAOD and SSA study – Part 1: Evaluation and intercomparison of satellite measurements

    Global measurements of absorbing aerosol optical depth (AAOD) are scarce and mostly provided by t...

    Schutgens, N., Dubovik, O., Hasekamp, O., Torres, O., Jethva, H., Leonard, P. J. T., Litvinov, P., Redemann, J., Shinozuka, Y., de Leeuw, G., Kinne, S., Popp, T., Schulz, M., and Stier, P. | Atmos. Chem. Phys. | 2021
  7. First comparison of wind observations from ESA's satellite mission Aeolus and ground-based radar wind profiler network of China

    Aeolus is the first satellite mission to directly observe wind profile information on a global sc...

    Guo, J., Liu, B., Gong, W., Shi, L., Zhang, Y., Ma, Y., Zhang, J., Chen, T., Bai, K., Stoffelen, A., de Leeuw, G., and Xu, X. | Atmos. Chem. Phys. | 2021
  8. Interdecadal Changes in Aerosol Optical Depth Over Pakistan Based on the MERRA‐2 Reanalysis Data during 1980–2018

    The spatiotemporal evolution and trends in aerosol optical depth (AOD) over environ‐ mentally di...

    Khan, R.; Kumar, K.R.; Zhao, T.; Ullah, W.; de Leeuw, G. | Remote Sensing | 2021
  9. Results from the Ice Thickness Models Intercomparison eXperiment Phase 2 (ITMIX2)

    Knowing the ice thickness distribution of a glacier is of fundamental importance for a number of ...

    Farinotti Daniel, Brinkerhoff Douglas J., Fürst Johannes J., Gantayat Prateek, Gillet-Chaulet Fabien, Huss Matthias, Leclercq Paul W., Maurer Hansruedi, Morlighem Mathieu, Pandit Ankur, Rabatel Antoine, Ramsankaran RAAJ, Reerink Thomas J., Robo Ellen, Rouges Emmanuel, Tamre Erik, van Pelt Ward J. J., Werder Mauro A., Azam Mohod Farooq, Li Huilin, Andreassen Liss M. | Front. Earth Sci | 2021
  10. Infrasound as a Cue for Seabird Navigation

    Seabirds are amongst the most mobile of all animal species and spend large amounts of their lives...

    SC Patrick, JD Assink, M Basille, S Clusella-Trullas, TA Clay, OFC den Ouden, R Joo, JN Zeyl, S Benhamou, J Christensen-Dalsgaard, LG Evers, AL Fayet, C Köppl, EP Malkemper, LM Martín López, O Padget, RA Phillips, MK Prior, PSM Smets, EE van Loon | Frontiers in Ecology and Evolution | 2021 | 9
  11. A Bird’s-Eye View on Ambient Infrasonic Soundscapes

    A method is introduced to reconstruct microbarom soundscapes in absolute values. The soundscapes ...

    OFC den Ouden, PSM Smets, JD Assink, LG Evers | Geophysical Research Letters | 2021 | 48
  12. Evaluating the state-of-the-art in remote volcanic eruption characterization Part II: Ulawun volcano, Papua New Guinea

    Retrospective eruption characterization is valuable for advancing our understanding of volcanic s...

    K McKee, CM Smith, K Reath, E Snee, S Maher, RS Matoza, S Carn, DC Roman, L Mastin, K Anderson, D Damby, I Itikarai, K Mulina, S Saunders, JD Assink, R de Negri Leiva, A Perttu | Journal of Volcanology and Geothermal Research | 2021 | 420
  13. Evaluating the state-of-the-art in remote volcanic eruption characterization Part I: Raikoke volcano, Kuril Islands

    Raikoke, a small, unmonitored volcano in the Kuril Islands, erupted in June 2019. We integrate da...

    K McKee, CM Smith, K Reath, E Snee, S Maher, RS Matoza, S Carn, L Mastin, K Anderson, D Damby, DC Roman, A Degterev, A Rybin, M Chibisova, JD Assink, R de Negri Leiva, A Perttu | Journal of Volcanology and Geothermal Research | 2021 | 419
  14. The INFRA-EAR: a low-cost mobile multidisciplinary measurement platform for monitoring geophysical parameters

    Geophysical studies and real-time monitoring of natural hazards, such as volcanic eruptions or se...

    OFC den Ouden, JD Assink, C Oudshoorn, D Filippi, LG Evers | Atmospheric Measurement Techniques | 2021 | 14
  15. Aerosol Absorption over Land Derived from the Ultra-Violet Aerosol Index by Deep Learning.

    Quantitative measurements of aerosol absorptive properties, e.g., the absorbing aerosol optical d...

    J. Sun, P. Veefkind, P. Van Velthoven, P. Levelt | IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing | 2021 | 14
  16. The 2010 Haiti earthquake revisited: An acoustic intensity map from remote atmospheric infrasound observations

    In the days following the January 12, 2010 Mw 7 Haiti earthquake the shaking intensity near the e...

    S Shani-Kadmiel, G Averbuch, PSM Smets, JD Assink, LG Evers | Earth and Planetary Science Letters | 2021 | 560
  17. The impact and recovery of asteroid 2018 LA

    The June 2, 2018 impact of asteroid 2018 LA over Botswana is only the second asteroid detected in...

    P Jenniskens, JD Assink, LG Evers, et al. | Meteoritics & Planetary Science | 2021 | 56
  18. Statistical Postprocessing for Weather Forecasts: Review, Challenges, and Avenues in a Big Data World

    Statistical postprocessing techniques are nowadays key components of the forecasting suites in ma...

    Vannitsem, S., Bremnes, J. B., Demaeyer, J., Evans, G. R., Flowerdew, J., Hemri, S., Lerch, S., Roberts, N., Theis, S., Atencia, A., Ben Bouallègue, Z., Bhend, J., Dabernig, M., De Cruz, L., Hieta, L., Mestre, O., Moret, L., Plenković, I. O., Schmeits, M., Taillardat, M., Van den Bergh, J., Van Schaeybroeck, B., Whan, K., and Ylhaisi, J. | Bulletin of the American Meteorological Society | 2021 | 102
  19. Prolonged Siberian heat of 2020 almost impossible without human influence

    Over the first half of 2020, Siberia experienced the warmest period from January to June since re...

    Andrew Ciavarella, Daniel Cotterill, Peter Stott, Sarah Kew, Sjoukje Philip, Geert Jan van Oldenborgh, Amalie Skålevåg, Philip Lorenz, Yoann Robin, Friederike Otto, Mathias Hauser, Sonia I. Seneviratne, Flavio Lehner and Olga Zolina | Climatoc Change | 2021 | 166
  20. The first multi-model ensemble of regional climate simulations at kilometer-scale resolution part 2: historical and future simulations of precipitation

    This paper presents the first multi-model ensemble of 10-year, “convection-permitting” kilometer-...

    Emanuela Pichelli, Erika Coppola, Stefan Sobolowski, Nikolina Ban, Filippo Giorgi, Paolo Stocchi, Antoinette Alias, Danijel Belušić, Segolene Berthou, Cecile Caillaud, Rita M. Cardoso, Steven Chan, Ole Bøssing Christensen, Andreas Dobler, Hylke de Vries, Klaus Goergen, Elizabeth J. Kendon, Klaus Keuler, Geert Lenderink, Torge Lorenz, Aditya N. Mishra, Hans-Juergen Panitz, Christoph Schär, Pedro M. M. Soares, Heimo Truhetz, Jesus Vergara-Temprado | Climate Dynamics | 2021 | 56
  21. Attribution of the Australian bushfire risk to anthropogenic climate change

    Disastrous bushfires during the last months of 2019 and January 2020 affected Australia, raising ...

    Geert Jan van Oldenborgh, Folmer Krikken, Sophie Lewis, Nicholas J. Leach, Flavio Lehner, Kate R. Saunders, Michiel van Weele, Karsten Haustein, Sihan Li, David Wallom, Sarah Sparrow, Julie Arrighi, Roop K. Singh, Maarten K. van Aalst3, Sjoukje Y. Philip, Robert Vautard, and Friederike E. L. Otto | Natural Hazards and Earth System Sciences | 2021 | 21
  22. Antarctic Ozone Hole [in ”State of the Climate in 2020”]

    [from the full abstract] Above Earth’s surface, the annual lower troposphere temperature equaled ...

    A.T.J. de Laat | Bulletin of the American Meteorological Society | 2021 | Volume 102: Issue 8
  23. Numerical Weather Prediction Ocean Calibration for the Chinese-French Oceanography Satellite Wind Scatterometer and Wind Retrieval Evaluation

    The rotating fan-beam architecture wind scatterometer Chinese-French Oceanography Satellite (CSC...

    Zhen Li, Ad Stoffelen, Anton Verhoef, Jeroen Verspeek | Earth and Space Science | 2021 | 8
  24. Towards advancing scientific knowledge of climate change impacts on short-duration rainfall extremes

    A large number of recent studies have aimed at understanding short-duration rainfall extremes, du...

    Fowler, H.J., Ali, H., Allan, R.P., Ban, N., Barbero, R., Berg, P., Blenkinsop, S., Cabi, N.S., Chan, S., Dale, M., Dunn, R.J.H., Ekström, M., Evans, J.P., Fosser, G., Golding, B., Guerreiro, S.B., Hegerl, G.C., Kahraman, A., Kendon, E.J., Lenderink, G., Lewis, E., Li, X., O'Gorman, P.A., Orr, H.G., Peat, K.L., Prein, A.F., Pritchard, D., Schär, C., Sharma, A., Stott, P.A., Villalobos-Herrera, R., Villarini, G., Wasko, C., Wehner, M.F., Westra, S., Whitford, A. | Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences | 2021 | 379
  25. Performance assessment of geophysical instrumentation through the automated analysis of power spectral density estimates

    This study describes an automated data quality verification procedure supported by a database of ...

    Mathijs Koymans, Jordi Domingo-Ballesta, Elmer Ruigrok, Reinoud Sleeman, Luca Trani, Läslo Evers | Earth and Space Science | 2021 | 8