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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. Attribution of 2022 early-spring heatwave in India and Pakistan to climate change: lessons in assessing vulnerability and preparedness in reducing impacts

    In March 2022, large parts over the north Indian plains including the breadbasket region, and sou...

    Mariam Zachariah, T Arulalan, Krishna AchutaRao, Fahad Saeed, Roshan Jha, Manish Kumar Dhasmana, Arpita Mondal, Remy Bonnet, Robert Vautard, Sjoukje Philip, Sarah Kew, Maja Vahlberg, Roop Singh, Julie Arrighi, Dorothy Heinrich, Lisa Thalheimer, Carolina Pereira Marghidan, Aditi Kapoor, Maarten van Aalst, Emmanuel Raju, Sihan Li, Jingru Sun, Gabriel Vecchi, Wenchang Yang, Mathias Hauser, Dominik L Schumacher, Sonia I Seneviratne, Luke J Harrington, Friederike EL Otto | Environ. Res.: Climate | 2023 | 2
  2. Attribution of the heavy rainfall events leading to severe flooding in Western Europe during July 2021

    In July 2021 extreme rainfall across Western Europe caused severe flooding and substantial impact...

    Jordis S. Tradowsky, Sjoukje Y. Philip, Frank Kreienkamp, Sarah F. Kew, Philip Lorenz, Julie Arrighi, Thomas Bettmann, Steven Caluwaerts, Steven C. Chan, Lesley De Cruz, Hylke de Vries, Norbert Demuth, Andrew Ferrone, Erich M. Fischer, Hayley J. Fowler, Klaus Goergen, Dorothy Heinrich, Yvonne Henrichs, Frank Kaspar, Geert Lenderink, Enno Nilson, Friederike E. L. Otto, Francesco Ragone, Sonia I. Seneviratne, Roop K. Singh, Amalie Skålevåg, Piet Termonia, Lisa Thalheimer, Maarten van Aalst, Joris Van den Bergh, Hans Van de Vyver, Stéphane Vannitsem, Geert Jan van Oldenborgh, Bert Van Schaeybroeck, Robert Vautard, Demi Vonk & Niko Wanders | Climatic Change | 2023 | 176
  3. Self-supervision, remote sensing and abstraction: representation learning across 3 million locations

    Self-supervision based deep learning classification approaches have received considerable attenti...

    Sachith Seneviratne, Kerry A. Nice, Jasper S. Wijnands, Mark Stevenson, Jason Thompson | Digital Image Computing: Techniques and Applications (DICTA) | 2022
  4. Imagery, privacy and ethics: an overview of partially occluded facial biometric analysis in the era of face masks

    The COVID-19 pandemic has drastically changed human lifestyles, with implications on many aspects...

    Rajith Vidanaarachchi, Sachith Seneviratne, Nuran Kasthuriarachchi, Jasper S. Wijnands, Sanka Rasnayaka | International Conference on Electrical, Computer and Energy Technologies (ICECET) | 2022
  5. The ExtremeX global climate model experiment: Investigating thermodynamic and dynamic processes contributing to weather and climate extremes

    The mechanisms leading to the occurrence of extreme weather and climate events are varied and com...

    Kathrin Wehrli, Fei Luo, Mathias Hauser, Hideo Shiogama, Daisuke Tokuda, Hyungjun Kim, Dim Coumou, Wilhelm May, Philippe Le Sager, Frank Selten, Olivia Martius, Robert Vautard, Sonia I Seneviratne | Earth System Dynamics | 2022 | 13
  6. Rapid attribution analysis of the extraordinary heat wave on the Pacific coast of the US and Canada in June 2021

    Towards the end of June 2021, temperature records were broken by several degrees Celsius in sever...

    Philip, S. Y. and Kew, S. F. and van Oldenborgh, G. J. and Anslow, F. S. and Seneviratne, S. I. and Vautard, R. and Coumou, D. and Ebi, K. L. and Arrighi, J. and Singh, R. and van Aalst, M. and Pereira Marghidan, C. and Wehner, M. and Yang, W. and Li, S. and Schumacher, D. L. and Hauser, M. and Bonnet, R. and Luu, L. N. and Lehner, F. and Gillett, N. and Tradowsky, J. S. and Vecchi, G. A. and Rodell, C. and Stull, R. B. and Howard, R. and Otto, F. E. L | Earth Syst. Dynam. | 2022 | 13
  7. Attributing and Projecting Heatwaves Is Hard: We Can Do Better

    It sounds straightforward. As the Earth warms due to the increased concentration of greenhouse ga...

    Geert Jan Van Oldenborgh, Michael F. Wehner, Robert Vautard, Friederike E. L. Otto, Sonia I. Seneviratne, Peter A. Stott, Gabriele C. Hegerl, Sjoukje Y. Philip, Sarah F. Kew | Earth's Future | 2022 | 10
  8. The impact of the COVID-19 pandemic on air pollution: A global assessment using machine learning techniques

    In response to the COVID-19 pandemic, most countries implemented public health ordinances that re...

    Jasper S. Wijnands, Kerry A. Nice, Sachith Seneviratne, Jason Thompson, Mark Stevenson | Atmospheric Pollution Research | 2022 | 13
  9. Summertime Rossby waves in climate models: substantial biases in surface imprint associated with small biases in upper-level circulation

    In boreal summer, circumglobal Rossby waves can promote stagnating weather systems that favor ext...

    Luo, F. , Selten, F. , Wehrli, K. , Kornhuber, K. , Le Sager, P. , May, W. , Reerink, T. , Seneviratne, S. I. and Shiogama, H. , Tokuda, D. , Kim, H. , Coumou, D. | Weather Clim. Dynam. | 2022
  10. 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
  11. Human contribution to the record-breaking June and July 2019 heat waves in Western Europe

    Two extreme heatwaves hit Western Europe in the summer of 2019, with historical records broken by...

    R Vautard, MK van Aalst, O Boucher, A Drouin, K Haustein, F Kreienkamp, GJ van Oldenborgh, FEL Otto, A Ribes, Y Robin, M Schneider, JM Soubeyroux, SI Seneviratne, MM Vogel, M Wehner | published | Environmental Research Letters | 2020 | 15
  12. Future climate risk: The challenge of compound events

    Zscheischler, Westra, Hurk, Ward, Pitman, AghaKouchak, Bresch, Leonard, Wahl, Zhang, Seneviratne | published | Nature Climate Change | 2018
  13. Methods and Model Dependency of Extreme Event Attribution: The 2015 European Drought

    Science on the role of anthropogenic influence on extreme weather events, such as heatwaves or dr...

    M Hauser, L Gudmndsson, R Orth, A Jézéquel, K Haustein, R Vautard, GJ van Oldenborgh, L Wilcox, SI Seneviratne | published | Earths Future | 2017 | 5
  14. Land-atmosphere feedbacks amplify aridity increase over land under global warming

    The response of the terrestrial water cycle to global warming is central to issues including wate...

    Berg, Findell, Lintner, Giannini, Seneviratne, Hurk, Lorenz, Pitman, Hagemann, Meier, Cheruy, Ducharne, Malyshev, Milly | published | Nature Climate Change | 2016
  15. Interannual Coupling between Summertime Surface Temperature and Precipitation over Land: Processes and Implications for Climate Change

    A Berg, BR Lintner, K Findell, SI Seneviratne, BJJM van den Hurk, A Ducharne, F Chéruy, S Hagemann, DM Lawrence, S Malyshev, A Meier, P Gentine | published | J. Climate | 2015
  16. Influence of land-atmosphere feedbacks on temperature and precipitation extremes in the GLACE-CMIP5 ensemble

    R Lorenz, D Argueso, MG Donat, AJ Pitman, BJJM van den Hurk, A Bert, DM Seneviratne | accepted | J. Geophys. Res. | 2015
  17. Influence of land-atmosphere feedbacks on temperature extremes in the GLACE-CMIP5 ensemble

    R Lorenz, D Argueso, MG Donat, AJ Pitman, B van den Hurk, A Berg, DM Lawrence, F Cheruy, A Ducharne, S Hagemann, A Meier, PCD Milly, SI Seneviratne | submitted | Geophys. Res. Lett. | 2015
  18. Interannual coupling between summertime surface temperature and precipitation: processes and implications for climate change

    Widespread negative correlations between summertime-mean temperatures and precipitation over land...

    A Berg, B Lintner, K Findell, S Seneviratne, B van den Hurk, A Ducharne, F Cheruy, S Hagemann, D Lawrence, S Malyshev, A Meier, P Gentine | accepted | J. Climate | 2014
  19. Determining the contribution of transpiration to the surface moisture fluxes – a perspective on different approaches

    Continental evaporation (including transpiration, soil evaporation and interception) is an import...

    SJ Sutanto, BJJM van den Hurk, G Hoffman, J Wenninger, P Dirmeyer, S Seneviratne, T Roeckmann, K Trenberth, E Blyth | submitted | Environmental Research Letters | 2013
  20. Land cover change: To what degree do human land cover dynamics affect climate change?

    BJJM van den Hurk, SI Seneviratne, L Batlle-Bayer | published | PAGES Newsletter | 2012 | 20
  21. Soil moisture effects on seasonal temperature and precipitation forecast scores in Europe

    BJJM van den Hurk, F Doblas-Reyes, G Balsamo, RD Koster, SI Seneviratne, H Camargo Jr | published | Clim. Dyn. | 2012
  22. Changes in Climate extremes and their impacts on the Natural physical environment

    N Nichols, S Seneviratne, et al, B van den Hurk (contributing author) | submitted | Special Report on | 2010 | IPCC | yes
  23. Parameter Sensitivity in LSMs: An Analysis Using Stochastic Soil Moisture Models and ELDAS Soil Parameters

    Integration of simulated and observed states through data assimilation as well as model evaluatio...

    R Teuling, R Uijlenhoet, B van den Hurk, S Seneviratne | published | J. Hydrometeor. | 2009 | 10
  24. Soil moisture influence on European Atmospheric circulation

    BJJM van den Hurk, RJ Haarsma, F Selten, S Seneviratne | 2008 | 2008 | ECMWF