ramp-kits / storm_forecast

Related projects ⓘ

Alternatives and complementary repositories for storm_forecast

• NCAR / goes16ci
  GOES-16 Convective Initiation Benchmark
  ☆16Updated 2 years ago
• sophiegif / FusionCNN_hurricanes
  public codes for fusing CNN networks
  ☆21Updated 4 years ago
• tjvandal / bcsd-python
  Tool using python and cdo to apply daily climate downscaling with BCSD.
  ☆33Updated 2 years ago
• TUW-GEO / ecmwf_models
  Python package for downloading ECMWF reanalysis data and converting it into a time series format.
  ☆38Updated 2 weeks ago
• slerch / ppnn
  post-processing experiments with neural networks
  ☆59Updated 2 years ago
• NCAR / PostProcessForecasts
  Beta for Pangeo Postprocessing
  ☆15Updated 4 years ago
• metno / maelstrom-yr
  A dataset plugin for climetlab for the dataset maelstrom-a1
  ☆12Updated last year
• alburke / ams-2020-ml-python-course
  Materials for the Machine Learning in Python for Environmental Science Problems AMS 2020 Short Course
  ☆29Updated 4 years ago
• suhasdl / DeepWeather
  Predicting weather by machine learning.
  ☆13Updated 4 years ago
• eabarnes1010 / course_ml_ats
  machine learning for the atmospheric sciences - a CSU course
  ☆30Updated last year
• pangeo-data / mldata
  ML Datasets Catalog
  ☆55Updated last year
• ecmwf-lab / climetlab-s2s-ai-challenge
  climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge
  ☆36Updated last year
• NCAR / ai4ess-hackathon-2020
  ☆111Updated 3 years ago
• pankajkarman / bias_correction
  python library for bias correction
  ☆30Updated last year
• semvijverberg / RGCPD
  Climate analysis toolbox to investigate teleconnections, test for causality, and make forecasts.
  ☆30Updated last year
• cryptonymous9 / Augmented-ConvLSTM
  A statistical downscaling approach using ConvLSTMs.
  ☆27Updated 3 years ago
• andregraubner / ClimateNet
  Climate Analytics using Deep Neural Networks in Python.
  ☆59Updated last year
• bgroenks96 / pyclimdex
  Implementation of Climdex indices in Python/xarray/dask
  ☆13Updated 4 years ago
• spcl / deep-weather
  Deep Learning for Post-Processing Ensemble Weather Forecasts
  ☆87Updated last year
• jeffjay88 / Climate_Indices
  ☆32Updated last year
• royalosyin / A-Beginner-Guide-to-Carry-out-Extreme-Value-Analysis-with-Codes-in-Python
  A beginner's guide to carry out extreme value analysis, which consists of basic steps, multiple distribution fitting, confidential interv…
  ☆51Updated 7 years ago
• oreopie / physics-aware-dl
  Keras implementation for our paper "Improving AI system awareness of geoscience knowledge"
  ☆14Updated 4 years ago
• kratzert / lstm_for_pub
  Code for our WRR paper "Toward Improved Predictions in Ungauged Basins: Exploiting the Power of Machine Learning"
  ☆41Updated 3 years ago
• FrontierDevelopmentLab / CUMULO
  a benchmark dataset for training and evaluating global cloud classification models.
  ☆29Updated last year
• pangeo-data / pangeo-cmip6-examples
  Examples of analysis of CMIP6 data using xarray and dask
  ☆54Updated 4 years ago
• NCAR / rda-apps-clients
  RDA apps clients. Subdirectories will be organized by language, e.g. python, perl, c++, bash
  ☆31Updated 9 months ago
• mscheuerer / NeuralNetworkS2S
  Python code for MWR paper 'Using Artificial Neural Networks for Generating Probabilistic Subseasonal Precipitation Forecasts over Califor…
  ☆12Updated 4 years ago
• pyearthsci / lavendar
  The Land Variational Ensemble Data Assimilation fRamework (LaVEnDAR) implements the method of Four-Dimensional Ensemble Variational data …
  ☆19Updated 3 years ago
• monocongo / climate_learn
  Deep learning for climate modeling.
  ☆39Updated 5 years ago
• SERVIR / BiasCorrectionPrecipitation
  Bias Correction for Satellite Precipitation Observations
  ☆12Updated 6 years ago