publications

2025

1. Lightning forecasting and utilization of AI/ML in early warnings

   Rituparna Sarkar and Parthasarathi Mukhopadhyay

   In Severe Storms, 2025

   DOI Bib

   @incollection{Sarkar2025-rj,
     title = {Lightning forecasting and utilization of {AI/ML} in early
                    warnings},
     booktitle = {Severe Storms},
     author = {Sarkar, Rituparna and Mukhopadhyay, Parthasarathi},
     publisher = {Springer Nature Singapore},
     pages = {481--506},
     year = {2025},
     address = {Singapore},
     language = {en},
     doi = {10.1007/978-981-97-7075-5_18},
   }

2. Performance of a novel NWP–AI hybrid lightning early warning system over Indian Subcontinent

   Rituparna Sarkar, Parthasarathi Mukhopadhyay, and Sunil D Pawar

   J. Earth Syst. Sci., 2025

   DOI Bib

   @article{Sarkar2025-tq,
     title = {Performance of a novel {NWP--AI} hybrid lightning early warning
                   system over Indian Subcontinent},
     author = {Sarkar, Rituparna and Mukhopadhyay, Parthasarathi and Pawar, Sunil D},
     journal = {J. Earth Syst. Sci.},
     volume = {134},
     number = {1},
     year = {2025},
     language = {en},
     doi = {10.1007/s12040-024-02470-5},
   }

2023

1. A Novel NWP-AI Hybrid Approach For Lightning Early Warning System

   Rituparna Sarkar and Parthasarathi Mukhopadhyay

   In AGU Fall Meeting Abstracts, Dec 2023

   Bib HTML

   @incollection{2023AGUFMAE23A2647S,
     author = {{Sarkar}, Rituparna and {Mukhopadhyay}, Parthasarathi},
     title = {{A Novel NWP-AI Hybrid Approach For Lightning Early Warning System}},
     booktitle = {AGU Fall Meeting Abstracts},
     year = {2023},
     series = {AGU Fall Meeting Abstracts},
     volume = {2023},
     month = dec,
     eid = {AE23A-2647},
     pages = {AE23A-2647},
     adsurl = {https://ui.adsabs.harvard.edu/abs/2023AGUFMAE23A2647S},
     adsnote = {Provided by the SAO/NASA Astrophysics Data System},
   }

2022

1. Evaluation of ECMWF lightning flash forecast over Indian subcontinent during MAM 2020

   Rituparna Sarkar, Parthasarathi Mukhopadhyay, Peter Bechtold, and 3 more authors

   Atmosphere (Basel), 2022

   DOI Bib

   @article{Sarkar2022-tq,
     title = {Evaluation of {ECMWF} lightning flash forecast over Indian
                   subcontinent during {MAM} 2020},
     author = {Sarkar, Rituparna and Mukhopadhyay, Parthasarathi and Bechtold, Peter and Lopez, Philippe and Pawar, Sunil D and Chakravarty, Kaustav},
     journal = {Atmosphere (Basel)},
     volume = {13},
     number = {9},
     pages = {1520},
     year = {2022},
     language = {en},
     doi = {10.3390/atmos13091520},
   }