sobakrim / Two-stage-CNN-LSTM-
Learning the spatio-temporal relationship between wind and significant wave height using deep learning
☆15Updated 9 months ago
Related projects ⓘ
Alternatives and complementary repositories for Two-stage-CNN-LSTM-
- ☆14Updated 4 years ago
- Neural network loss functions for regression and classification tasks that can say "I don't know".☆13Updated 2 years ago
- lightweight calibration scripts for the WRF Hydro model.☆8Updated 3 years ago
- The Climate Variability Diagnostics Package for Large Ensembles (CVDP-LE) developed by NCAR's Climate Analysis Section is an automated an…☆10Updated 5 months ago
- pyEOF: Empirical Orthogonal Function (EOF) analysis and Rotated EOF analysis in Python☆43Updated 3 years ago
- Interpolation of gridded 2D ocean/atmosphere GCM data onto 1D satellite tracks + spectral analysis☆14Updated 10 months ago
- Python lib for Reading/Creating MPAS/WRF-WPS intermediate file☆17Updated this week
- Some tips of Python in the Atmospheric Science☆11Updated 2 years ago
- Calculate tropical cyclone related indices like GPI, VI, etc.☆17Updated 2 years ago
- Simulate SEVIRI satellite channels from WRF output☆17Updated 11 months ago
- Python API for interfacing with the IBTrACS tropical cyclone best track dataset☆12Updated 11 months ago
- A repository with Jupyter notebooks that reproduce the analyses and figures included in the manuscript "Global changes in oceanic mesosca…☆20Updated 3 years ago
- Take daily meteorological data files in csv format (combine them w/ some data processing) and write data to little_r format for WRF OBSGR…☆10Updated 4 years ago
- machine learning for the atmospheric sciences - a CSU course☆30Updated last year
- Jupyter Notebooks demonstrating basic wrf-python usage.☆11Updated 3 years ago
- End-to-end machine-learning library for predicting thunderstorm hazards.☆32Updated this week
- sample scripts what I use in my D2D work☆15Updated 2 years ago
- Profile Classification Modelling (PCM) is an ocean data analysis method based on un-supervised classification of vertical profiles☆21Updated 5 years ago
- ☆9Updated 4 years ago
- American Meteorological Society LaTeX Stuff☆11Updated 5 years ago
- Core code for the TROPOMI NO2 retrieval based on WRF-Chem outputs☆13Updated last year
- Bias correction method using quantile mapping☆14Updated 11 months ago
- Neural Network code for the paper Neural Network Code for the paper 'Viewing Forced Climate Patterns through an AI Lens' by Elizabeth A. …☆10Updated 5 years ago
- Eliassen-Palm flux diagnostics script in the form employed by Edmon, H. J., B. J. Hoskins, and M. E. McIntyre, 1980: Eliassen‐…☆12Updated 9 years ago
- GOES-16 Convective Initiation Benchmark☆16Updated 2 years ago
- quantile mapping applied to climate model output☆12Updated 6 months ago
- Weather Research and Forecasting (WRF) model with moisture tracers☆22Updated 5 months ago
- Working repository for planning/execution of the "Time of Emergence" project at the CMIP6 Hackathon☆13Updated 5 years ago
- ☆14Updated 4 years ago
- Detect, classify, and track Rossby Wave Breaking (RWB) in weather and climate data.☆26Updated 2 months ago