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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. 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 si...

    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) satell...

    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 (MO...

    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...

    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 s...

    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 dis...

    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. Incorporating dwelling mounds into induced seismic risk analysis for the Groningen gas field in the Netherlands

    In order to inform decision-making regarding measures to mitigate the impact of induced seismicit...

    Pauline P. Kruiver, Manos Pefkos, Erik Meijles, Gerard Aalbersberg, Xander Campman, Wim van der Veen, Antony Martin, Kira Ooms‑Asshoff, Julian J. Bommer, Adrian Rodriguez‑Marek, Rui Pinho, Helen Crowley, Francesco Cavalieri, António A. Correia, Jan van Elk | Bulletin of Earthquake Engineering | 2021 | 20
  16. Insight into the May 2015 summit inflation event at Kīlauea Volcano, Hawai‘i

    We use ground and space geodetic data to study surface deformation at Kīlauea Volcano f...

    Mark J.W.Bemelmans Elske de Zeeuw - van Dalfsen Michael P.Poland Ingrid A.Johanson | Journal of Volcanology and Geothermal Research | 2021 | 415
  17. 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
  18. Chapter 3 - Volcano geodesy: A critical tool for assessing the state of volcanoes and their potential for hazardous eruptive activity

    Since the beginning of the 20th century, volcano geodesy has evolved from time- and personnel-int...

    Michael P. Poland Elske de Zeeuw-van Dalfsen | In Hazards and Disasters, Forecasting and Planning for Volcanic Hazards, Risks, and Disasters, Elsevier | 2021 | 2
  19. Calibration of ECMWF Seasonal Ensemble Precipitation Reforecasts in Java (Indonesia) Using Bias-Corrected Precipitation and Climate Indices

    The seasonal precipitation forecast is one of the essential inputs for economic and agricultural ...

    Ratri, D. N., Whan, K., and Schmeits, M. | Weather and Forecasting | 2021 | 36
  20. 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
  21. 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
  22. Statistical Postprocessing of Wind Speed Forecasts Using Convolutional Neural Networks

    Current statistical postprocessing methods for probabilistic weather forecasting are not capable ...

    Veldkamp, S., Whan, K., Dirksen, S., and Schmeits, M. | Monthly Weather Review | 2021 | 149
  23. 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
  24. On the Utility of Individual Tendency Output: Revealing Interactions between Parameterized Processes during a Marine Cold Air Outbreak

    Forecasts of marine cold air outbreaks critically rely on the interplay of multiple parameterizat...

    Marvin Kähnert, Harald Sodemann, Wim C. de Rooy, and Teresa M. Valkonen | Weather and Forecasting | 2021 | 36
  25. Space Weather Services for Civil Aviation—Challenges and Solutions

    This paper presents a review on the PECASUS service, which provides advisories on enhanced space ...

    Kauristie, Kirsti et al., Eelco Doornbos, Kasper van Dam, Bert van den Oord | Remote Sensing | 2021 | 13