Seuraa
Daniele Nerini
Daniele Nerini
MeteoSwiss
Vahvistettu sähköpostiosoite verkkotunnuksessa meteoswiss.ch - Kotisivu
Nimike
Viittaukset
Viittaukset
Vuosi
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
2612019
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
1532020
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
972015
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
842020
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
662017
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
642019
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
522023
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
442019
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
392018
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
382020
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
182023
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
152023
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
112023
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
112020
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
92017
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
92015
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
82019
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
52018
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
32019
Ensemble precipitation nowcasting: limits to prediction, localization and seamless blending
D Nerini
ETH Zurich, 2019
32019
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Artikkelit 1–20