ai4er-cdt / resources

Related projects ⓘ

Alternatives and complementary repositories for resources

• MESMER-group / mesmer
  spatially-resolved ESM-specific multi-scenario initial-condition ensemble emulator
  ☆23Updated this week
• Climdyn / pythie
  Pythie is a Python package to postprocess weather forecasts. Presently, it contains the modules: MBM: a module to make member-by-member e…
  ☆11Updated 2 years ago
• AI4S2S / s2spy
  A high-level python package integrating expert knowledge and artificial intelligence to boost (sub) seasonal forecasting
  ☆20Updated last month
• scotthosking / baspy
  Making it far easier to read in and work with large volumes of climate model output from CMIP5/6
  ☆22Updated 4 years ago
• bgroenks96 / generative-downscaling
  Research and experiments for downscaling climate/weather data via generative learning
  ☆33Updated 2 years ago
• ai2cm / ace
  Ai2 Climate Emulator
  ☆43Updated 3 weeks ago
• jejjohnson / xrpatcher
  A ML-oriented generic patcher for xarray data structures.
  ☆15Updated last year
• earth-mover / serverless-datacube-demo
  Building a Zarr data cube using serverless cloud compute
  ☆44Updated 4 months ago
• eabarnes1010 / course_ml_ats
  machine learning for the atmospheric sciences - a CSU course
  ☆30Updated last year
• Earth-Intelligence-Lab / LocalizedWeatherGNN
  This repository contains the code and data for the paper "Multi-Modal Graph Neural Networks for Localized Off-Grid Weather Forecasting".
  ☆29Updated this week
• NCAR / esds-funnel
  A Python package to facilitate synthesis and analysis of Earth system data.
  ☆11Updated last month
• modons / DL-weather-dynamics
  ☆20Updated 5 months ago
• Orion-AI-Lab / igarss24_DL4NH
  IGARSS 2024 Tutorial "A Practical Session on Deep Learning Advances for Monitoring and forecasting Natural Hazards"
  ☆26Updated 4 months ago
• MeteoSwiss / topo-descriptors
  A python library to extract topographical features from elevation data.
  ☆20Updated 9 months ago
• pangeo-gallery / cmip6
  Examples of CMIP6 cloud data analysis with Pangeo
  ☆21Updated 5 months ago
• xarray-contrib / xarray-regrid
  Regridding utility for xarray
  ☆68Updated 2 weeks ago
• ProjectPythia / landsat-ml-cookbook
  Machine learning on Landsat satellite data using open source tools
  ☆12Updated 5 months ago
• fmaussion / climate_system
  Notes and practicals for my "Physics of the Climate System" lecture
  ☆27Updated 2 months ago
• senclimate / XRO
  XRO: Extended nonlinear Recharge Oscillator model
  ☆12Updated 5 months ago
• ecmwf-projects / ibicus
  Flexible and user-friendly toolkit for the bias correction of climate models and associated evaluation.
  ☆51Updated 7 months ago
• thunderhoser / cira_uq4ml
  Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere
  ☆15Updated last year
• roxyboy / xwavelet
  Continuous wavelet transform with xarray.
  ☆14Updated last year
• tobifinn / torch-assimilate
  Python package based on PyTorch and Dask for efficient and parallelized data assimilation of weather model data and observations on GPUs.
  ☆10Updated 2 years ago
• dougiesquire / xbootstrap
  Nested bootstrap resampling of xarray objects
  ☆17Updated 8 months ago
• RolnickLab / constrained-downscaling
  A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.
  ☆69Updated last year
• climachine / climfill
  ☆25Updated last year
• dougiesquire / xstatstests
  Statistical tests on xarray objects
  ☆13Updated 8 months ago
• ProjectPythia / cmip6-cookbook
  Examples of analysis of Google Cloud CMIP6 data using Pangeo tools
  ☆12Updated 3 weeks ago
• e-marshall / sentinel1_rtc
  A jupyter book tutorial demonstrating accessing and working with Sentinel-1 RTC imagery using xarray
  ☆17Updated 8 months ago
• maikejulie / DNN4Cli
  Code for Sonnewald and Lguensat 2021
  ☆20Updated last year