Gionata Ghiggi

Publications

• GRUN: an observation-based global gridded runoff dataset from 1902 to 2014
• The SWAG solution for probabilistic predictions with a single neural network
• Deep Learning on the sphere for weather/climate applications
• G‐RUN ENSEMBLE: A Multi‐Forcing Observation‐Based Global Runoff Reanalysis
• Dual-frequency spectral radar retrieval of snowfall microphysics: a deep-learning based approach
• Dual-frequency spectral radar retrieval of snowfall microphysics: a physically constrained deep learning approach
• DISDRODB: A Global Data Base Of Raindrop Size Distribution Observations
• MASCDB, a database of images, descriptors and microphysical properties of individual snowflakes in free fall
• G-RUN : Global Runoff Reconstruction
• G-RUN ENSEMBLE dataset
• DISDRODB: a global data base of raindrop size distribution observations
• xforecasting: a toolbox for spatio-temporal forecasting with xarray and pytorch
• pymascdb: a software to analyse, manipulate and visualize the MASCDB database
• Dual-frequency spectral radar retrieval of snowfall microphysics: a physics-driven deep-learning approach
• ET-WB: water balance-based estimations of terrestrial evaporation over global land and major global basins
• Supplementary material to "ET-WB: water balance-based estimations of terrestrial evaporation over global land and major global basins"
• ET-WB: water-balance-based estimations of terrestrial evaporation over global land and major global basins
• Long-term changes in water resources: the challenge of disentangling water management, climate change, and natural variability
• Retrieval of the hail size number distribution from polarimetric C-band weather radar using double-moment normalization