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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

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Vincent Humphrey

Vincent Humphrey

Gionata Ghiggi's public data