| Pysteps: An open-source Python library for probabilistic precipitation nowcasting (v1. 0) S Pulkkinen, D Nerini, AA Pérez Hortal, C Velasco-Forero, A Seed, ... Geoscientific Model Development 12 (10), 4185-4219, 2019 | 271 | 2019 |
| Stochastic super-resolution for downscaling time-evolving atmospheric fields with a generative adversarial network J Leinonen, D Nerini, A Berne IEEE Transactions on Geoscience and Remote Sensing 59 (9), 7211-7223, 2020 | 158 | 2020 |
| A comparative analysis of TRMM–rain gauge data merging techniques at the daily time scale for distributed rainfall–runoff modeling applications D Nerini, Z Zulkafli, LP Wang, C Onof, W Buytaert, W Lavado-Casimiro, ... Journal of Hydrometeorology 16 (5), 2153-2168, 2015 | 97 | 2015 |
| Precipitation nowcasting with orographic enhanced stacked generalization: Improving deep learning predictions on extreme events G Franch, D Nerini, M Pendesini, L Coviello, G Jurman, C Furlanello Atmosphere 11 (3), 267, 2020 | 87 | 2020 |
| A non-stationary stochastic ensemble generator for radar rainfall fields based on the short-space Fourier transform D Nerini, N Besic, I Sideris, U Germann, L Foresti Hydrology and Earth System Sciences 21 (6), 2777-2797, 2017 | 66 | 2017 |
| Using a 10-year radar archive for nowcasting precipitation growth and decay: A probabilistic machine learning approach L Foresti, IV Sideris, D Nerini, L Beusch, U Germann Weather and Forecasting 34 (5), 1547-1569, 2019 | 64 | 2019 |
| Latent diffusion models for generative precipitation nowcasting with accurate uncertainty quantification J Leinonen, U Hamann, D Nerini, U Germann, G Franch arXiv preprint arXiv:2304.12891, 2023 | 54 | 2023 |
| A reduced-space ensemble Kalman filter approach for flow-dependent integration of radar extrapolation nowcasts and NWP precipitation ensembles D Nerini, L Foresti, D Leuenberger, S Robert, U Germann Monthly Weather Review 147 (3), 987-1006, 2019 | 45 | 2019 |
| A 10‐year radar‐based analysis of orographic precipitation growth and decay patterns over the Swiss Alpine region L Foresti, IV Sideris, L Panziera, D Nerini, U Germann Quarterly Journal of the Royal Meteorological Society 144 (716), 2277-2301, 2018 | 40 | 2018 |
| NowPrecip: Localized precipitation nowcasting in the complex terrain of Switzerland IV Sideris, L Foresti, D Nerini, U Germann Quarterly Journal of the Royal Meteorological Society 146 (729), 1768-1800, 2020 | 39 | 2020 |
| Scale‐dependent blending of ensemble rainfall nowcasts and numerical weather prediction in the open‐source pysteps library RO Imhoff, L De Cruz, W Dewettinck, CC Brauer, R Uijlenhoet, ... Quarterly Journal of the Royal Meteorological Society 149 (753), 1335-1364, 2023 | 18 | 2023 |
| Intraday probabilistic forecasts of surface solar radiation with cloud scale-dependent autoregressive advection A Carpentieri, D Folini, D Nerini, S Pulkkinen, M Wild, A Meyer Applied Energy 351, 121775, 2023 | 15 | 2023 |
| Physics-constrained deep learning postprocessing of temperature and humidity F Zanetta, D Nerini, T Beucler, MA Liniger Artificial Intelligence for the Earth Systems 2 (4), e220089, 2023 | 11 | 2023 |
| Lagrangian matches between observations from aircraft, lidar and radar in an orographic warm conveyor belt M Boettcher, A Schäfler, M Sprenger, H Sodemann, S Kaufmann, C Voigt, ... Atmospheric Chemistry and Physics Discussions 2020, 1-32, 2020 | 11 | 2020 |
| Real-time radar–a new Alpine radar network U Germann, D Nerini, I Sideris, L Foresti, A Hering, B Calpini Meteorological Technology International 4, 88-92, 2017 | 9 | 2017 |
| Fully automated thunderstorm warnings and operational nowcasting at MeteoSwiss AM Hering, L Nisi, G Della Bruna, M Gaia, D Nerini, P Ambrosetti, ... 8th European Conference on Severe Storms ECSS, 2015 | 9 | 2015 |
| Nowcasting of thunderstorm severity with machine learning in the Alpine region U Hamann, J Zeder, L Beusch, L Clementi, L Foresti, A Hering, D Nerini, ... Agencia Estatal de Meteorología, 2019 | 8 | 2019 |
| Nowprecip: an algorithm for localized probabilistic precipitation nowcasting in the complex terrain of Switzerland IV Sideris, L Foresti, U Germann, D Nerini Proceedings of the 10th European Conference on Radar in Meteorology and …, 2018 | 5 | 2018 |
| The effect of altitude on the uncertainty of radar-based precipitation estimates over Switzerland E Ghaemi, M Gabella, U Foelsche, I Sideris, D Nerini International Journal of Remote Sensing 44 (8), 2495-2517, 2023 | 3 | 2023 |
| pysteps-a community-driven open-source library for precipitation nowcasting S Pulkkinen, D Nerini, A Pérez Hortal, C Velasco-Forero, A Seed, ... Agencia Estatal de Meteorología, 2019 | 3 | 2019 |
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