Tools and Technologies

  • ID:
    technologies-887
  • Name:
    Hourly Air Temperature Downscaling Tool
  • Technology:
    Machine Learning (MLR, SVR, Xgboost)
  • Type:
    Temperature Downscaling
  • Data used as input:
    ERA5-Land Data, in situ measurements
  • Produced datasets (openly available):
    Not specified
  • Demo (video if available):
    Not specified
  • Paper (if available):
    Machine-Learning-Based Downscaling of Hourly ERA5-Land Air Temperature over Mountainous Regions
  • Paper DOI (if available):
    10.3390/atmos14040610
  • Project ID (if available):
    823965
  • Project Acronym (if available):
    ACCWA
  • Service description:
    Downscales hourly ERA5-Land air temperature using machine learning.