tbeucler / 2022_ML_Earth_Env_SciLinks
Google Collab Notebooks for the UNIL Spring 2022 course on ML for Earth and Environmental Sciences
☆14Updated 3 years ago
Alternatives and similar repositories for 2022_ML_Earth_Env_Sci
Users that are interested in 2022_ML_Earth_Env_Sci are comparing it to the libraries listed below
Sorting:
- Code used to identify and analyze drought clusters from gridded data.☆26Updated 3 years ago
- Working repository for planning/execution of the "Time of Emergence" project at the CMIP6 Hackathon☆15Updated 5 years ago
- A Python package to facilitate synthesis and analysis of Earth system data.☆11Updated 5 months ago
- Using the Google Earth Engine (GEE) cloud platform, the Standardised Precipitation Index (SPI), the Soil Moisture Index (SMI), and the Ve…☆14Updated 3 years ago
- Course repository for "Machine Learning for Earth and Environmental Sciences" (UNIL, FGSE, Fall 2022)☆14Updated 11 months ago
- machine learning for the atmospheric sciences - a CSU course☆32Updated last year
- Material (Jupyter Notebooks) for the University of Otago Climate Data and Analytics Workshop (26 May 2022)☆13Updated 3 years ago
- Notebooks for Pangeo Showcase Talk on Oct 12, 2022☆14Updated 2 years ago
- Notes and practicals for my "Physics of the Climate System" lecture☆28Updated last year
- python module to make fancy plots for weather data provided by NOAA☆14Updated 9 months ago
- ☆13Updated 2 years ago
- Neural network loss functions for regression and classification tasks that can say "I don't know".☆13Updated 3 years ago
- xarray-based wavelet analysis☆16Updated 2 years ago
- Code for paper "A Robust Generative Adversarial Network Approach for Climate Downscaling"☆12Updated last year
- Interactive Jupyter Book for wrangling, visualizing, and analyzing ICESat-2 sea ice thickness data☆17Updated 2 years ago
- Marine Modelling in Python - A NIOZ Course☆23Updated 6 years ago
- IGARSS 2024 Tutorial "A Practical Session on Deep Learning Advances for Monitoring and forecasting Natural Hazards"☆31Updated last year
- Coelho, G. de A. et al. (2022) Potential Impacts of Future Extreme Precipitation Changes on Flood Engineering Design across the Contiguou…☆11Updated 3 years ago
- Statistical tests on xarray objects☆14Updated last month
- Examples of CMIP6 cloud data analysis with Pangeo☆25Updated last year
- Model to calculate various drought indices from precipitation/temperature data☆12Updated 4 years ago
- Workshop materials for EGU General Assembly 2021 sessions Spatio-temporal trend analysis of spatial climate data (temperature and rainfal…☆25Updated last year
- A Python library for fitting streamflow rating curves.☆20Updated last year
- CMIP6 climate data extraction and treatment by multi-polygon shapefile using ESGF NetCDF and WORLDCLIM datasets☆11Updated 4 years ago
- Replication code and data links for Schwarzwald and Lenssen, 2022, The importance of internal climate variability in climate impact proje…☆12Updated 2 years ago
- ☆11Updated 3 years ago
- codes for reproducing the results presented in the manuscript by Xia et al.☆10Updated 3 years ago
- ☆25Updated 2 years ago
- predicting vegetation health from precipitation and temperature☆12Updated 6 years ago
- Examples of analysis of Google Cloud CMIP6 data using Pangeo tools☆14Updated this week