khoehlein / CNNs-for-Wind-Field-Downscaling

Related projects ⓘ

Alternatives and complementary repositories for CNNs-for-Wind-Field-Downscaling

• OpheliaMiralles / wind-downscaling-gan
  ☆29Updated last year
• ljharris23 / public-downscaling-cgan
  Clean, easier to use version of the downscaling cGAN
  ☆23Updated 8 months ago
• yingkaisha / JAMC_20_0057
  (Semi-official) repository of "Deep-Learning-Based Gridded Downscaling of Surface Meteorological Variables in Complex Terrain".
  ☆12Updated 3 years ago
• ahernanzl / pyClim-SDM
  Statistical Downscaling for Climate Change Projections with a Graphical User Interface
  ☆30Updated this week
• jleinonen / downscaling-rnn-gan
  Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields
  ☆66Updated 3 years ago
• SantanderMetGroup / DeepDownscaling
  Deep learning approaches for statistical downscaling in climate
  ☆69Updated 2 years ago
• thunderhoser / ml4convection
  Uses machine learning to predict convective initiation and decay from satellite data.
  ☆22Updated last year
• tjvandal / bcsd-python
  Tool using python and cdo to apply daily climate downscaling with BCSD.
  ☆33Updated 2 years ago
• ClimateImpactLab / dodola
  Containerized application for running individual tasks in a larger, orchestrated CMIP6 bias-adjustment and downscaling workflow.
  ☆16Updated this week
• Servir-Mekong / GPM-BICO
  Bias Correction Tool for GPM precipitation data
  ☆10Updated 2 years ago
• NMC-DAVE / dk_tutorials_2021
  2021年统计后处理培训教程.
  ☆17Updated 3 years ago
• zxdawn / weather_data
  Scripts of downloading weather data: satellite and reanalysis data
  ☆18Updated last year
• aserifi / convolutional-downscaling
  Spatio-Temporal Downscaling of Climate Data using Convolutional and Error-Predicting Neural Networks
  ☆20Updated 3 years ago
• slerch / ppnn
  post-processing experiments with neural networks
  ☆59Updated 2 years ago
• cryptonymous9 / Augmented-ConvLSTM
  A statistical downscaling approach using ConvLSTMs.
  ☆27Updated 3 years ago
• JCSDA / crtm
  ☆27Updated 3 months ago
• carlos-gg / dl4ds
  Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…
  ☆83Updated 3 months ago
• Dan-Boat / PyESD
  Python Package for Empirical Statistical Downscaling. pyESD is under active development and all colaborators are welcomed. The purpose of…
  ☆47Updated 2 weeks ago
• leelew / HybridHydro
  Hybrid physical-ML models (source code of "Soil Moisture Forecasting integrating Physical-based Model with Deep Learning", Advanced in A…
  ☆12Updated last year
• lmadaus / pyWRFDART
  A collection of Python scripts for running WRF with the DART data assimilation system
  ☆29Updated last year
• drewpolasky / CCdownscaling
  ☆26Updated 5 months ago
• NCAR / goes16ci
  GOES-16 Convective Initiation Benchmark
  ☆16Updated 2 years ago
• ldicarlo1 / weather_forecast_bias_correction
  A simple bias correction of temperature, dew point, and 10m wind speeds for the GFS, HRRR, and ECMWF models for two US locations.
  ☆17Updated 3 years ago
• coecms / era5
  Python code to manage ERA5 downloads at NCI
  ☆30Updated 3 years ago
• raspstephan / nwp-downscale
  ☆38Updated 3 years ago
• uba / tathu
  TATHU is a Python package for tracking and analyzing the life cycle of convective systems.
  ☆25Updated 2 weeks ago
• MeteoSwiss / c4dl-multi
  Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"
  ☆31Updated last year
• tpys / FuXi-S2S
  ☆19Updated 5 months ago
• AstroCGHA / ERA5-Reanalysis
  Visualizing ECMWF's ERA5 Reanalysis from both Single and Pressure Levels on hourly basis (These notebooks can be used, accordingly, based…
  ☆12Updated last year
• zhonghua-zheng / pyEOF
  pyEOF: Empirical Orthogonal Function (EOF) analysis and Rotated EOF analysis in Python
  ☆42Updated 3 years ago